diff --git a/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_001.json b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_001.json new file mode 100644 index 0000000000000000000000000000000000000000..ccefbb1d84b80e59162c8d3442fc6e9ee18ffd29 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_001.json @@ -0,0 +1,53 @@ +{ + "id": "001", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "Apple_Quality", + "table_path": "kaggle/Apple_Quality", + "query": "My friend is counting on me to bring a good apple, not a \"bad\" one, for her baking demo. Looking at apple 1967.0, its size is 1.30070502, it weighs -3.782508357, has a sweetness of -2.517297769, a crunchiness score of -0.473818592, a juiciness of 2.07225142, and ripeness at 0.249530968. The alternative, apple 3037.0, measures -1.377766738 in size, -1.930203902 in weight, 1.073826092 in sweetness, 0.660535429 in crunchiness, 1.224800229 in juiciness, and 0.833628232 in ripeness. I'm going back and forth—could you tell me, from all this, which selection is the bad apple?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "A_id": "1967.0", + "Size": "1.30070502", + "Weight": "-3.782508357", + "Sweetness": "-2.517297769", + "Crunchiness": "-0.473818592", + "Juiciness": "2.07225142", + "Ripeness": "0.249530968", + "Acidity": null, + "Quality": "good" + } + }, + { + "scenario_id": "002", + "features": { + "A_id": "3037.0", + "Size": "-1.377766738", + "Weight": "-1.930203902", + "Sweetness": "1.073826092", + "Crunchiness": "0.660535429", + "Juiciness": "1.224800229", + "Ripeness": "0.833628232", + "Acidity": null, + "Quality": "bad" + } + } + ], + "target_column": "Quality", + "task_sub_type": "classification", + "final_decision": "002", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_002.json b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_002.json new file mode 100644 index 0000000000000000000000000000000000000000..7058418c97bc2229fbce30151e35ce3efbf2b115 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_002.json @@ -0,0 +1,67 @@ +{ + "id": "002", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "Apple_Quality", + "table_path": "kaggle/Apple_Quality", + "query": "Let's lay it all out. Fruit number 207.0 has a Size of 4.490970426 and a Weight of -0.329475368. Its Sweetness level is -1.274028186, but it makes up for it with a solid Crunchiness of 3.159289343 and an outstanding Juiciness score of 4.450735119, even though its Ripeness is lagging at -2.135571344. The next one, 1840.0, measures at Size -1.943168085 and Weight -2.81966909. Sweetness is -1.754703383, its Crunchiness is just -0.408436682, it has a Juiciness of 2.404233277, and its big selling point is a Ripeness of 3.615822784. Lastly, we have 858.0 with a Size of -0.928644679 and Weight of -1.096734171. This one is really not sweet at -2.570144912, has a Crunchiness of -0.95699586, a Juiciness of 2.819405655, and a Ripeness of 0.338450512. They're all so different! I need the one that's going to be a winner in terms of overall excellence. Tell me, which of these three fits the bill for a truly good fruit?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "A_id": "207.0", + "Size": "4.490970426", + "Weight": "-0.329475368", + "Sweetness": "-1.274028186", + "Crunchiness": "3.159289343", + "Juiciness": "4.450735119", + "Ripeness": "-2.135571344", + "Acidity": null, + "Quality": "good" + } + }, + { + "scenario_id": "002", + "features": { + "A_id": "1840.0", + "Size": "-1.943168085", + "Weight": "-2.81966909", + "Sweetness": "-1.754703383", + "Crunchiness": "-0.408436682", + "Juiciness": "2.404233277", + "Ripeness": "3.615822784", + "Acidity": null, + "Quality": "bad" + } + }, + { + "scenario_id": "003", + "features": { + "A_id": "858.0", + "Size": "-0.928644679", + "Weight": "-1.096734171", + "Sweetness": "-2.570144912", + "Crunchiness": "-0.95699586", + "Juiciness": "2.819405655", + "Ripeness": "0.338450512", + "Acidity": null, + "Quality": "bad" + } + } + ], + "target_column": "Quality", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_003.json b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_003.json new file mode 100644 index 0000000000000000000000000000000000000000..39c80fe934c5503c2b448b2fa718e170e252c664 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_003.json @@ -0,0 +1,67 @@ +{ + "id": "003", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "Apple_Quality", + "table_path": "kaggle/Apple_Quality", + "query": "These three apples on the table each tell a different story. For ID 254.0, the size reads -0.845554468, it weighs 1.63692121, sweetness is -1.39745862, it has a mild crunch at 0.20748258, juiciness is quite low at -2.826069911, and ripeness is -0.210229378. The next, ID 445.0, is sized at -0.879061908, weighs 0.330725451, is a bit sweeter at -0.253714396, noticeably crunchier at 1.771869032, juicier at 0.765023954, but its ripeness is deeply negative at -2.885655074. Finally, ID 1489.0 comes in with a size of -1.79013844, a very light weight of -2.883487577, low sweetness of -2.286722473, high crunchiness of 2.225203847, juiciness at -0.703248983, and an unusually high ripeness of 3.738494175. It’s confusing how one can be so ripe yet light and not sweet—given all that, which one should I worry is bad quality?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "A_id": "254.0", + "Size": "-0.845554468", + "Weight": "1.63692121", + "Sweetness": "-1.39745862", + "Crunchiness": "0.20748258", + "Juiciness": "-2.826069911", + "Ripeness": "-0.210229378", + "Acidity": null, + "Quality": "good" + } + }, + { + "scenario_id": "002", + "features": { + "A_id": "445.0", + "Size": "-0.879061908", + "Weight": "0.330725451", + "Sweetness": "-0.253714396", + "Crunchiness": "1.771869032", + "Juiciness": "0.765023954", + "Ripeness": "-2.885655074", + "Acidity": null, + "Quality": "good" + } + }, + { + "scenario_id": "003", + "features": { + "A_id": "1489.0", + "Size": "-1.79013844", + "Weight": "-2.883487577", + "Sweetness": "-2.286722473", + "Crunchiness": "2.225203847", + "Juiciness": "-0.703248983", + "Ripeness": "3.738494175", + "Acidity": null, + "Quality": "bad" + } + } + ], + "target_column": "Quality", + "task_sub_type": "classification", + "final_decision": "003", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_004.json b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_004.json new file mode 100644 index 0000000000000000000000000000000000000000..c2248a811a1b282a0a464d0d7d5e7de1c31147f8 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_004.json @@ -0,0 +1,53 @@ +{ + "id": "004", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "Apple_Quality", + "table_path": "kaggle/Apple_Quality", + "query": "These two candidates from the new shipment have all their specs noted. Apple 2149 shows a size of 1.136051035, weight of -0.295270112, and a sweetness score of -1.619187353, while its crunchiness is 1.987419922, juiciness is 0.019736322, and ripeness is -0.840226087. The other, apple 2334, comes in at a size of 0.611046549, weighs -0.976546345, and has a sweetness as low as -2.349285088. Its crunchiness is 1.173038849, juiciness is -1.100054678, and it registers a ripeness of 0.119111973. Looking at the trends in the file I sent, which one appears to be the clearer example of a bad quality fruit?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "A_id": "2149.0", + "Size": "1.136051035", + "Weight": "-0.295270112", + "Sweetness": "-1.619187353", + "Crunchiness": "1.987419922", + "Juiciness": "0.019736322", + "Ripeness": "-0.840226087", + "Acidity": null, + "Quality": "bad" + } + }, + { + "scenario_id": "002", + "features": { + "A_id": "2334.0", + "Size": "0.611046549", + "Weight": "-0.976546345", + "Sweetness": "-2.349285088", + "Crunchiness": "1.173038849", + "Juiciness": "-1.100054678", + "Ripeness": "0.119111973", + "Acidity": null, + "Quality": "good" + } + } + ], + "target_column": "Quality", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_005.json b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_005.json new file mode 100644 index 0000000000000000000000000000000000000000..bde22c2c3b4a06e0641c2eb0213a03b9adfd1b9f --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_005.json @@ -0,0 +1,53 @@ +{ + "id": "005", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "Apple_Quality", + "table_path": "kaggle/Apple_Quality", + "query": "For this tasting, I need to avoid the bad ones. Looking at the first candidate, number 951, its size is 0.02565221 and it weighs -0.326161449. The sweetness reading is -1.239428425, it has a crunchiness of -0.486801683, a juiciness of 0.395589567, and a ripeness level of -0.127622496. The second, number 1231, measures -1.745322249 in size and -2.979970538 in weight. Its sweetness is 0.093208914, crunchiness is -0.84221055, juiciness is -0.801427776, and ripeness is a high 1.93038528. I've shared our historical quality logs to help spot patterns. Based on that, can you tell me if apple 951 or apple 1231 is the dud?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "A_id": "951.0", + "Size": "0.02565221", + "Weight": "-0.326161449", + "Sweetness": "-1.239428425", + "Crunchiness": "-0.486801683", + "Juiciness": "0.395589567", + "Ripeness": "-0.127622496", + "Acidity": null, + "Quality": "good" + } + }, + { + "scenario_id": "002", + "features": { + "A_id": "1231.0", + "Size": "-1.745322249", + "Weight": "-2.979970538", + "Sweetness": "0.093208914", + "Crunchiness": "-0.84221055", + "Juiciness": "-0.801427776", + "Ripeness": "1.93038528", + "Acidity": null, + "Quality": "bad" + } + } + ], + "target_column": "Quality", + "task_sub_type": "classification", + "final_decision": "002", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_006.json b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_006.json new file mode 100644 index 0000000000000000000000000000000000000000..90c3ba7879ea99912e248143e1408efcf07607de --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_006.json @@ -0,0 +1,67 @@ +{ + "id": "006", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "Apple_Quality", + "table_path": "kaggle/Apple_Quality", + "query": "My job is to pick one apple guaranteed to be good for the display, but their specs are all over the place. Apple 1835 shows a size of -3.357510653, a weight of 0.067642937, sweetness at 0.813438932, crunchiness up at 2.979557228, but juiciness drops to -4.217111053, with ripeness 1.819288791. Then there’s apple 574, with size 0.389662204, weight way down at -4.386919432, sweetness high at 3.8699463, crunchiness 1.636602068, juiciness high too at 3.262054988, and ripeness 1.095093916. The last, apple 3055, has size -0.660428075, weight -2.391390997, sweetness low at -1.426340004, crunchiness 1.477891955, juiciness -1.197527435, yet ripeness peaks at 4.115822264. Looking at the trends in the file I sent, our historical logs tie these numbers to the final quality call. Honestly, I’m second-guessing myself—can you tell me, based on that past data, which apple should I bet on for the good quality rating?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "A_id": "1835.0", + "Size": "-3.357510653", + "Weight": "0.067642937", + "Sweetness": "0.813438932", + "Crunchiness": "2.979557228", + "Juiciness": "-4.217111053", + "Ripeness": "1.819288791", + "Acidity": null, + "Quality": "bad" + } + }, + { + "scenario_id": "002", + "features": { + "A_id": "574.0", + "Size": "0.389662204", + "Weight": "-4.386919432", + "Sweetness": "3.8699463", + "Crunchiness": "1.636602068", + "Juiciness": "3.262054988", + "Ripeness": "1.095093916", + "Acidity": null, + "Quality": "good" + } + }, + { + "scenario_id": "003", + "features": { + "A_id": "3055.0", + "Size": "-0.660428075", + "Weight": "-2.391390997", + "Sweetness": "-1.426340004", + "Crunchiness": "1.477891955", + "Juiciness": "-1.197527435", + "Ripeness": "4.115822264", + "Acidity": null, + "Quality": "bad" + } + } + ], + "target_column": "Quality", + "task_sub_type": "classification", + "final_decision": "002", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/current.csv b/decision_making/daily/classification/Apple_Quality_B2/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..974553a25348463bb858d8f8c282dfca974ebc64 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/current.csv @@ -0,0 +1,16 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +1967.0,1.30070502,-3.782508357,-2.517297769,-0.473818592,2.07225142,0.249530968,-1.94031386,good +3037.0,-1.377766738,-1.930203902,1.073826092,0.660535429,1.224800229,0.833628232,-1.998524116,bad +207.0,4.490970426,-0.329475368,-1.274028186,3.159289343,4.450735119,-2.135571344,0.268904126,good +1840.0,-1.943168085,-2.81966909,-1.754703383,-0.408436682,2.404233277,3.615822784,-0.675343239,bad +858.0,-0.928644679,-1.096734171,-2.570144912,-0.95699586,2.819405655,0.338450512,4.306908269,bad +254.0,-0.845554468,1.63692121,-1.39745862,0.20748258,-2.826069911,-0.210229378,0.196019372,good +445.0,-0.879061908,0.330725451,-0.253714396,1.771869032,0.765023954,-2.885655074,0.382914269,good +1489.0,-1.79013844,-2.883487577,-2.286722473,2.225203847,-0.703248983,3.738494175,-1.614855762,bad +2149.0,1.136051035,-0.295270112,-1.619187353,1.987419922,0.019736322,-0.840226087,2.568845781,bad +2334.0,0.611046549,-0.976546345,-2.349285088,1.173038849,-1.100054678,0.119111973,-0.799352658,good +951.0,0.02565221,-0.326161449,-1.239428425,-0.486801683,0.395589567,-0.127622496,2.477579568,good +1231.0,-1.745322249,-2.979970538,0.093208914,-0.84221055,-0.801427776,1.93038528,-4.369480739,bad +1835.0,-3.357510653,0.067642937,0.813438932,2.979557228,-4.217111053,1.819288791,-1.056070673,bad +574.0,0.389662204,-4.386919432,3.8699463,1.636602068,3.262054988,1.095093916,-1.022076896,good +3055.0,-0.660428075,-2.391390997,-1.426340004,1.477891955,-1.197527435,4.115822264,-2.14777319,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/history.csv b/decision_making/daily/classification/Apple_Quality_B2/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..9059fce619fa458c3ba281f380a96284400d77e1 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/history.csv @@ -0,0 +1,3987 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +0.0,-3.970048523,-2.512336381,5.346329613,-1.012008712,1.844900361,0.329839797,-0.491590483,good +1.0,-1.195217191,-2.839256528,3.664058758,1.588232309,0.853285795,0.867530082,-0.722809367,good +4.0,1.36421682,-1.296611877,-0.384658206,-0.55300577,3.030874354,-1.303849429,0.501984036,good +6.0,1.331605736,1.635955715,0.875974244,-1.67779794,3.106344455,-1.847416733,2.414170509,good +7.0,-1.995462096,-0.42895848,1.530643583,-0.742971676,0.158834003,0.974437858,-1.470125066,good +9.0,-0.727982709,-0.442820353,-4.092222827,0.597512917,0.393714261,1.620856772,2.185607723,bad +11.0,2.450959845,-0.564177407,-1.635040727,0.942399869,-2.08731667,1.214321691,1.294323927,good +12.0,-0.170811719,-1.867271142,-1.771844728,2.413155317,-3.094554738,-0.624884375,-2.076113997,bad +13.0,-1.345530536,-1.623701121,2.044143754,1.754812932,0.997567093,0.434179855,1.724026084,good +14.0,2.839580937,-0.344798192,-1.019797291,0.894580857,-1.300060883,0.58237862,1.709708209,good +15.0,-2.659887385,-2.795684208,4.230403587,0.697550395,2.180911101,-0.088775396,-1.083620788,good +16.0,-1.468951547,-1.950359588,-2.214372889,0.909758509,2.864448854,3.965955655,-0.558208683,bad +17.0,-0.074370177,-4.714749953,0.249767641,2.935319065,1.4097551,-2.643810206,1.250970347,good +18.0,-0.302364267,1.724395847,-2.442337223,3.465108479,0.449791675,-0.074362452,2.493781985,bad +19.0,-2.108049899,0.356467403,-1.156193279,4.326722517,1.561543116,-4.630174264,-1.37665721,good +20.0,-2.334589505,-2.943708903,-3.452627724,0.76239173,4.076462369,6.346445353,0.726775672,bad +21.0,1.177592782,-0.721654493,-1.387116215,7.619851801,1.069288382,-3.734805414,2.642948241,good +22.0,-2.423946222,-0.698500653,0.146030407,0.630106169,2.990560508,0.779472898,3.184188187,bad +23.0,0.135714199,-0.753756857,-2.196146456,1.039276088,0.580537553,0.227308777,2.086618541,bad +25.0,-1.299468393,-3.504792012,-1.129402004,0.555905383,-2.807550163,1.714630108,-3.846641823,bad +26.0,-0.300698281,-0.513603251,0.921006242,1.378172075,2.274746687,0.745336375,-2.93402889,good +27.0,1.999830964,0.669989798,-2.099615991,2.645818971,-0.989495892,0.373330128,-2.397691796,bad +28.0,1.44605205,1.656691823,-1.77752075,1.708962209,-0.341670322,-1.322439494,-1.158128067,bad +29.0,-0.595825477,1.53467991,-1.769318974,0.664501835,-0.432874451,0.800438687,1.64595436,bad +30.0,0.41049215,-2.260290059,-3.335948019,-0.285205194,-2.733844264,2.585985706,-3.036919711,bad +31.0,-2.560871547,-0.096411696,2.413774105,1.318293666,3.271688133,-1.797184556,-2.636844815,good +32.0,1.681662618,-2.981673805,-0.079805091,-0.947866387,3.034812556,-0.708611234,1.166970737,good +33.0,-0.588796035,-1.121987147,2.324295089,0.31193071,5.148739416,-3.351988405,5.560108693,bad +34.0,-0.034367939,-1.332805096,2.329101271,2.862758897,0.825239311,1.062672091,2.300330525,good +36.0,-3.061165273,0.837103637,-1.076638228,1.524738013,1.764140258,-0.05647271,-1.495112616,good +37.0,3.948113709,-1.634183083,-4.773780118,1.9316313,0.790539691,1.583097197,-2.478055932,good +38.0,-1.796718509,-3.469227293,3.685436759,-0.164140623,1.32029846,1.480109529,-2.292964433,good +39.0,1.286737909,-2.429524527,0.956133102,1.477542241,4.786375676,-3.382357404,2.519346925,good +40.0,1.196545025,-1.448104291,-0.921516758,2.005491286,0.404741482,-0.700778848,1.071129708,bad +41.0,-0.354190342,-2.024042534,1.36698489,3.233616169,0.992668519,1.525608545,2.740924761,good +42.0,-1.53860666,-2.747844387,1.844950057,0.491249069,-0.425815521,1.25976818,-1.680924092,bad +43.0,0.807854104,0.752707011,0.179226346,1.451582185,-1.611859169,-2.776274958,0.184905607,bad +44.0,3.930361392,2.754406492,-2.667949537,1.428248173,0.092761232,1.095793658,2.627274158,good +45.0,0.03347095,-0.044160963,-0.481202468,4.937209505,-0.609872897,-3.231504027,1.248791791,good +46.0,-0.487366694,-0.768805325,-0.779231515,2.025256619,1.477926984,0.267788073,-4.454570173,good +47.0,-1.387990181,2.738510761,-2.349216852,0.953438489,1.860715718,2.317309906,3.097818375,bad +48.0,-3.328571498,0.652576936,-1.424402957,0.727385379,1.576921347,2.57780352,0.650677868,bad +49.0,-1.107060152,2.261198229,-2.635197022,0.882264783,-0.02399536,2.218099369,2.865048371,bad +50.0,-2.938616815,0.524454917,0.802257441,-1.475930881,-0.336348939,1.43064807,-2.298875523,good +51.0,-0.411307683,-1.758595285,-2.213864776,-0.149535258,1.576184296,0.929197409,1.416983091,bad +52.0,1.343763324,-2.514417138,-3.461538942,3.841154192,0.280515139,-0.025436811,0.85622891,good +53.0,1.205450296,-1.783508474,0.652683061,2.442983435,1.34691458,1.115062157,-1.198656978,good +54.0,3.010344278,-3.423028629,-3.110977964,-1.543044507,3.567608188,1.696232599,0.445840404,good +55.0,2.032797084,-0.641021365,-2.409689916,2.936128289,1.675484552,-0.904588536,2.287350346,good +56.0,1.822657318,-0.545617297,-0.367820835,0.252983288,-0.789107409,2.135911779,-3.343955801,good +57.0,1.098486821,-1.020374176,1.211131183,1.260177674,-1.029902705,2.622737988,2.662547829,good +58.0,-0.479883026,-0.079195404,-0.843547042,3.049567607,3.663838119,-0.365698656,-1.473537531,good +59.0,0.833097732,0.449713632,-1.638548868,-0.63133803,2.830906373,-0.668860377,1.049428799,good +60.0,-3.464155339,1.352111148,0.458025722,0.892746743,3.129818456,-1.74467453,-2.204610725,good +62.0,-3.341493048,-1.355556544,1.433646684,1.722356677,0.112911807,0.68878842,1.619183695,bad +63.0,0.455312607,-2.382895446,-0.83742965,-2.36617514,-0.276460122,0.852335249,-0.031126053,good +64.0,-2.236188121,-1.174561063,1.482703478,-0.277161056,1.497598428,1.075731385,-0.936970586,good +65.0,-3.567897971,1.043742178,2.563399581,0.437276711,1.678518225,-5.313838222,2.071983608,good +66.0,-2.188932795,2.131754258,0.260841291,3.886048374,-3.196263115,-3.560593877,0.089512941,good +67.0,-1.569763886,1.059864965,1.518880096,1.666096276,3.068931353,-1.48035112,2.769458608,bad +68.0,-1.129060897,-0.257836171,-1.942238912,-0.020934662,-0.724138915,2.662111019,-0.112472887,bad +69.0,-0.399608624,-3.198174574,-1.250639262,2.909277682,-2.314037098,-0.231112054,-3.029392365,bad +70.0,0.610132436,-3.460818667,1.336759306,0.387451504,-0.136781229,2.988645551,-2.044768947,bad +71.0,2.354402289,-2.660270254,2.615415905,-3.291210248,4.604454116,-1.240117421,3.689580857,good +73.0,0.039413688,-1.137430244,0.477732329,1.656480571,-3.256232026,-0.503584221,0.528698798,bad +74.0,-2.159610389,-1.295959495,-1.732435214,0.080724492,-1.95961421,2.723039718,-1.47788311,bad +75.0,2.160591551,-1.608127507,-3.149539978,1.354258442,2.169308776,0.561455393,1.466043609,good +76.0,2.249782051,1.30681125,-3.362142903,-3.292343017,1.536373323,2.322693886,0.171703758,good +77.0,0.913367079,0.238227626,-0.86645313,0.411078967,0.777247078,-0.690557676,0.269081521,bad +78.0,-2.178068955,0.711060019,-2.723528183,-0.79461916,1.371632238,2.661669238,-1.43801903,bad +79.0,-2.1674624,-1.72966774,1.292344082,2.343027022,0.313248004,-0.90759004,-1.78744711,bad +80.0,1.906895248,-0.286557035,-0.642276275,-0.909686603,0.56727051,0.447676716,2.331284997,good +81.0,-2.451373743,-2.460445365,3.310559586,1.100072267,1.667256216,-0.01057985,-0.908360248,good +82.0,2.355047056,-0.805007082,-4.046869242,-0.621273549,2.721016877,1.403612449,-1.735117708,bad +83.0,1.41034947,-6.235107041,0.60667877,2.781526465,0.188419279,-1.655568486,1.787465613,good +84.0,1.75626858,-2.078246123,-1.347003072,1.570705713,0.205594839,3.33230319,-0.159879504,good +85.0,-0.490313544,-2.693594239,-2.262928126,1.408218703,0.894130314,4.097052626,-1.192975776,bad +86.0,1.889651879,-1.234884586,-2.003226871,1.618220275,0.360724332,2.712213587,0.124914362,good +87.0,0.523551092,-0.785293429,0.307177459,-0.773882387,1.220446256,-1.329702358,1.355485212,good +88.0,-1.44761768,-0.40082252,-2.015819355,0.519147662,0.92156357,2.63835347,-0.52902919,bad +89.0,1.288315468,0.118324055,-2.03989032,1.254207548,0.421780581,0.273822524,0.064352175,bad +90.0,0.516948121,0.643780506,-2.752877948,1.265938234,0.714290184,1.041064133,-2.967415983,good +91.0,-0.629540613,-1.16111198,-0.33009969,0.930469883,2.087489482,0.369549864,-4.560905342,good +92.0,-0.691713124,-2.431340292,-0.909663545,2.428320647,0.242079363,2.313575569,1.285942944,bad +93.0,-2.090430519,-2.261319641,3.822713915,-0.512140853,0.660595132,0.663423371,-1.714085315,good +94.0,0.097397568,-2.090139656,-5.018889094,0.173397255,1.524662353,5.278448329,-1.700396069,bad +95.0,1.372602617,-0.81619118,-1.138033248,1.948956568,-0.222231916,-0.561915322,1.65215817,good +96.0,-0.618111889,-2.131703542,-1.580025186,-0.195316309,3.625676756,3.259309401,-1.633641993,bad +97.0,1.80336603,-0.976044046,-1.54691943,0.926305296,3.13968117,-0.683222706,3.401455383,good +98.0,-0.201342768,0.579131757,-2.126035342,3.129284882,-4.401848909,-0.552627575,-2.249965831,good +99.0,-1.159324283,0.723172074,-0.040253594,-0.748296452,0.677957479,1.25184885,-2.146023387,good +100.0,-1.581378996,-0.759501459,0.135359641,1.881819633,1.998052361,0.729362217,0.286883321,good +101.0,-1.111426668,-2.084750358,2.519879958,0.918003904,1.377124216,0.937208835,-0.894186563,good +102.0,-1.921823652,-3.481362426,0.441475743,1.777523431,-0.283584197,0.82291936,-3.504485228,bad +103.0,-1.96733108,0.77615106,0.271438354,0.695994122,2.157869261,-0.070030044,-1.521261721,good +104.0,-1.572555914,-0.009042436,1.969436236,1.884461994,0.977655875,-0.655248809,2.127518998,bad +105.0,-0.426619219,-1.436843963,-0.660813891,-0.560818317,-1.871932248,1.269263936,-1.751339472,bad +106.0,-0.725181296,-1.447133711,1.840994287,3.086182479,2.229221836,0.555091226,3.040761752,good +107.0,1.307057369,-2.355362326,-1.47080157,-1.043470187,1.835902543,0.113930514,-0.055333999,good +108.0,0.137097813,-3.035084729,-0.440600718,1.444977828,-3.824202947,0.85011358,-1.611571284,bad +109.0,1.646001232,-3.027517619,0.250956223,0.965901296,-1.553907902,2.084908726,-0.474934654,bad +110.0,1.438906462,-1.219056994,-0.337509507,-0.394803416,-1.117118275,3.082653988,-1.746685633,good +111.0,-1.213074179,-0.24908012,-0.002478363,2.509596721,1.498529064,0.755573897,-0.362616748,good +112.0,1.051510414,-4.311975447,-1.399048336,-2.791214794,4.268753723,0.501451971,1.61098811,good +114.0,-1.712198696,-2.529664978,-2.066911436,0.443358568,3.54650754,1.021727292,5.170171939,bad +117.0,-1.447494934,-1.136977946,-0.836801233,1.932464027,-1.512099553,0.801874172,2.669102823,bad +118.0,-3.010134336,1.548268357,-0.568293032,0.209247169,2.317043914,-1.242233911,-2.727464441,good +121.0,-0.776404994,-0.116796706,-1.813091624,1.241549833,-0.577928389,1.3258787,0.224019932,bad +122.0,-3.202902826,-0.849827194,-1.106207159,0.473819325,-0.023440485,2.356287012,-1.590747921,bad +124.0,0.089707401,-2.249989911,-2.673620318,2.762214054,0.035969561,-0.903596811,-1.456133779,good +125.0,-2.229105842,-1.097255857,3.589921649,0.140221663,1.563118086,-0.161918178,-1.335152047,good +127.0,-3.715530466,0.002641572,1.683646065,0.094039461,3.192435018,-1.013795897,4.43608798,bad +128.0,-2.454612376,-0.386469591,-1.073484764,0.914051503,1.925401868,2.438000463,0.338913734,bad +129.0,-1.162845918,-1.416945478,0.440112947,2.653944392,-0.095678282,-0.95044423,3.145872884,bad +131.0,1.74387082,1.632728712,-1.279297479,2.758798983,-2.420213906,-0.214932142,2.064118217,good +132.0,-2.267533079,-0.995608169,2.254678222,-0.620752464,-0.772808023,1.336250891,-0.320548874,good +133.0,4.420781942,-2.547671341,-1.756285833,0.901810165,-0.41284149,1.987165436,1.613529813,good +134.0,0.132455297,-3.037876516,-2.464537418,1.619229919,0.300120344,2.110550784,-3.408117425,bad +135.0,1.482288925,-0.107158332,-0.746690054,-0.561767309,2.996683488,-0.907478278,2.288403252,good +136.0,0.019720454,-0.591226131,-1.739235973,0.001208279,0.695052559,-0.018453271,1.307264909,bad +137.0,0.263844265,-2.896271718,-0.157614476,-0.184619255,-2.848897253,0.40465954,-3.04217039,bad +138.0,-0.820988945,0.934444962,-1.336150538,2.18383263,0.632514819,1.420930219,2.434754044,good +139.0,0.031054092,0.563083299,0.380777887,1.308722315,0.317110162,0.435548896,-2.336331708,good +140.0,1.096306694,-2.511438246,-3.217207284,1.956905463,-1.502347429,2.892814192,-0.946008716,bad +141.0,-2.5046086,-3.10825316,-1.138621602,1.002183537,-2.206212956,1.81162049,-3.692780634,bad +142.0,1.259488062,-0.557897892,-2.578773172,-0.488970287,2.581218915,-0.232605116,0.489466669,bad +143.0,-1.081714895,-0.128446068,0.092911562,2.23528499,-0.550942521,0.300268219,0.638823121,bad +144.0,-1.117420987,-1.379325233,-1.274428562,0.484136657,1.478881722,1.372509488,1.721389057,bad +145.0,-3.570020052,-1.557671942,0.397887599,0.287215334,4.264960529,1.046411866,4.21395771,bad +146.0,1.348563992,-2.629308349,0.688814575,4.579679142,3.793939947,0.178613673,-0.414499767,good +147.0,-1.528953268,-2.205766019,2.315552145,1.345569372,3.644528254,-0.297462663,-2.386929328,good +148.0,1.460308911,1.892238181,-1.421187896,-0.421416349,0.514115397,0.231571255,3.38751734,good +149.0,0.375263094,-1.445870732,-1.181046758,2.601463324,2.827291819,1.732763933,1.60008799,good +150.0,1.187548188,-3.488738179,-0.024981539,1.056351322,2.167240994,-1.40784869,1.191130833,good +151.0,-2.462903545,-0.56298005,-2.128611939,2.105099597,-3.970096582,0.642830033,-0.268954307,bad +152.0,0.192116931,1.363093766,-0.10482675,-1.511940374,-0.659624142,2.737156973,-0.187720712,good +153.0,-3.807691336,0.218192462,1.47690846,-0.015662125,3.141111879,0.216348362,3.133728152,bad +155.0,-3.918492,-0.289518756,2.678073186,-1.298396226,0.766755063,0.360116105,-2.206017085,good +156.0,1.949866355,-0.78061046,-3.134467206,0.115946901,0.418511509,-1.729952765,1.378138082,bad +157.0,-1.875731895,-1.104573125,0.106934755,2.808359421,-2.198678855,1.81962532,0.099814677,bad +158.0,0.471148646,-1.879177608,-3.945108574,0.457821962,1.827044676,2.926514012,0.151744842,bad +159.0,0.008339314,-0.258309041,-0.589022384,2.216558601,2.347407105,-0.439727813,-4.797638853,good +160.0,-3.023822478,-0.847654554,-3.926479139,0.630642487,-3.392707898,4.042267742,-0.760862459,bad +162.0,0.60095618,-1.304680848,0.785337141,1.77135522,1.123839658,1.413786932,2.347861337,good +163.0,1.360929382,-0.96968507,-2.874481807,0.905055776,-0.131909036,0.135906234,1.612088232,bad +164.0,-1.338021204,-0.414034255,-1.038987796,2.193987982,0.339238297,2.055288914,-0.240021926,bad +165.0,-0.348624748,1.836154471,-0.191222937,3.549381795,-0.850150689,-3.651885426,1.656620737,bad +166.0,-0.915869276,-2.117531246,-0.722324515,2.038503324,-1.550706333,2.45530978,-2.058734686,bad +167.0,0.648402541,-0.597957787,-0.348551625,1.205653487,0.685866506,2.032251339,-2.212947993,good +168.0,2.21434852,-0.029326384,-1.643311119,3.375367909,-0.310931919,-0.733331668,1.010299062,good +169.0,-2.165809285,-2.176449345,2.300174059,-0.551487323,-0.902726119,2.76263541,-2.031178367,good +170.0,0.892740511,-2.570260056,0.686402779,2.202009135,-0.332587693,-1.84103477,1.402970488,good +171.0,-2.628903261,-2.051180555,-1.242758926,0.028318851,-0.47431424,1.340058514,2.258237957,bad +172.0,-0.125752474,0.024644668,0.003255809,1.456974463,-0.178901872,2.083774003,-0.131763548,good +173.0,-0.784981331,-2.564694602,-2.836161957,1.629181923,-0.846003106,5.548138248,-2.178990218,bad +174.0,0.268229651,-1.157147229,2.571969295,-0.329584616,-1.242081671,2.226250142,3.04163101,good +175.0,-3.005490261,-0.487316731,2.24018426,-0.952809122,1.930097417,-0.252653951,-2.337145932,bad +176.0,1.68387841,-2.242187311,2.246057204,1.356224587,-1.252226707,-1.720518508,-0.961003564,bad +177.0,-1.080276744,1.244658574,1.21506728,-0.812246149,-0.062306598,-0.277077972,-1.977000824,good +179.0,0.443371969,-2.637919054,0.319253124,2.622455078,2.551202269,1.188443399,-1.01323595,good +180.0,2.181240068,-2.280900032,0.471697078,2.992732794,-0.991189052,2.617760127,2.560803351,good +181.0,-1.618411896,-2.896226814,3.299581555,1.411916324,1.359808992,0.900346665,0.157979193,good +182.0,-2.555517069,-0.517085125,-0.931773343,-1.083535822,0.638363982,3.299071102,-1.136878191,bad +183.0,-2.456224718,-1.300668395,1.90372355,-0.329152285,0.640678341,0.325072927,-2.568301692,good +184.0,-4.968508091,-0.814306344,-0.481642861,1.81428028,1.347888899,3.772846884,1.951705686,bad +186.0,-1.62359989,1.667150674,-1.004611802,-0.173799019,-2.276911981,0.91422704,2.056639697,bad +187.0,-2.743304348,-1.214042748,-1.989254772,-0.650297674,-0.495183534,3.849168921,-1.865832708,bad +188.0,-2.65336393,-1.616297644,2.625948508,0.195550555,2.423620841,-0.194978796,-3.940779763,good +189.0,-2.684927932,-1.374554151,1.014252339,-0.083819478,1.661636915,2.814118944,-0.765000312,bad +190.0,-0.433011417,-1.473763868,1.062339037,0.988938696,0.219544502,2.118380707,0.924712224,good +191.0,2.924428979,-0.928250862,-4.66314002,-0.547998692,2.730188913,1.898161594,-0.237263801,good +192.0,-1.711440159,0.620783857,-0.733591501,-0.351416416,-1.095210862,1.754156022,0.859773406,bad +193.0,-2.133101288,-0.739687703,-0.748786782,0.474687947,1.771861564,1.257156655,0.260288653,bad +195.0,1.30099058,-1.285592981,0.443454862,1.216461107,0.411152616,-3.548540692,4.169748166,bad +196.0,-0.815840338,-0.301607054,-0.001498001,-0.384303701,-1.081998656,2.344492477,-0.493978613,good +197.0,-1.674179974,0.396477028,1.075878215,1.092842357,1.384085548,-0.199555485,-0.404406676,bad +198.0,-1.776972339,-1.877025092,-0.698024434,-0.246476001,2.475935508,0.0818841,5.011310465,bad +199.0,-3.976937188,-1.876774175,-0.103705872,1.482253754,-0.416406564,1.765280919,2.718979289,bad +200.0,-1.193551717,-1.484548885,-1.682801417,-0.255826272,1.888296732,1.369561333,1.640197921,bad +201.0,-4.389864451,0.185576339,2.327504128,0.949380586,2.207851054,0.288004605,3.761634732,bad +202.0,1.10364773,-3.016143154,2.019128766,1.746410622,2.761662424,-3.302013877,2.874555906,good +203.0,-2.840872316,0.358602795,-3.130451219,-0.184855661,-0.047626658,4.057415096,-0.157130678,bad +204.0,0.237405908,-0.743632082,1.892783174,1.366006813,1.26545143,1.023981506,1.095010268,good +206.0,-4.32795266,-0.870679378,-0.254843673,0.357468703,3.327595177,2.483676106,1.795992671,bad +208.0,0.944946387,-3.321490816,2.967918114,0.078198691,-0.965456653,2.648436337,-0.502763647,good +209.0,-0.96138762,-1.260524287,-3.246894069,-0.754798811,-0.243771259,4.2425723,-2.15334928,bad +210.0,-0.663819761,-0.801457205,0.024577009,3.526233012,1.78173561,1.010057321,0.9389107,good +211.0,-0.062355088,-1.324635095,-1.782416628,-0.346282538,-0.937751568,0.863851426,-2.835235275,bad +212.0,2.350002523,-3.968238891,-1.101896158,-2.52426432,1.596184873,1.786295441,2.141838373,good +213.0,-0.592137016,-0.062311514,-0.523055298,2.13743587,3.075803941,-0.347275147,-3.045678368,good +214.0,-1.12376402,-1.662628406,3.388158228,2.151275882,1.799548828,-1.995137818,-1.484347485,bad +215.0,2.611908541,-0.922059236,-2.196896271,3.533210216,-0.921278112,-0.015431999,1.617889109,good +216.0,-0.458837875,-0.936624637,-0.802757694,1.559549736,0.16766578,1.917121565,-0.348891561,good +217.0,1.566665946,0.868559307,-0.044273458,-0.716642918,1.768542663,-0.872781355,2.684720448,good +218.0,0.098974981,-1.534063659,-0.40387881,3.183796452,0.13800971,-2.544187232,0.28020656,good +219.0,-0.271070252,-2.515852845,2.342917722,0.699965346,0.356715611,1.941893883,-1.652992023,good +220.0,0.305715131,-0.481595147,-0.114756951,2.181975514,3.879569217,-3.675563415,1.76244588,good +221.0,1.759646182,1.687754544,-1.54410097,-1.89445092,-0.808630725,1.416235265,0.837999604,good +222.0,0.546615891,-0.900337395,-1.019420475,2.548862598,0.569765188,-1.564120354,1.913664613,good +223.0,-0.511163804,-1.647558803,2.070183589,-3.127340177,3.447141281,-2.435723268,1.182446876,good +224.0,0.62483913,-0.786826053,0.907733248,-0.350257037,0.653573382,-1.480451415,2.569365201,good +225.0,-2.002139587,-2.625820278,-0.908798685,-1.780175222,1.197048603,3.678592367,-4.434327674,bad +227.0,-1.052877902,-3.290994071,-4.056301117,-0.709076386,-3.598392202,2.095930648,-6.46098926,bad +228.0,-1.784148948,-1.101581555,0.703585651,4.190644903,2.960538584,0.014368442,1.13433461,good +229.0,-1.244296851,0.248019952,-0.23055755,1.667680996,-2.818316838,-1.965340223,-0.24524675,bad +230.0,-1.286279883,1.105420521,-3.156926835,1.973857598,0.223007322,1.442712771,0.814293361,bad +231.0,-2.619934121,-2.222209762,3.210162135,3.198226854,4.005136612,-0.869893384,-0.630160574,good +232.0,-0.049213489,0.006223973,-0.564329536,1.539068935,2.351554598,-2.511339401,1.41309275,good +235.0,-4.988465994,-0.190696332,3.451440068,-0.75969263,1.726144265,-0.085910578,-1.854692443,good +236.0,-2.343340236,-0.618778362,-0.454250555,1.197642013,1.102016695,2.853788827,0.675495193,bad +237.0,0.124122406,-1.248310169,-0.763911942,1.885789289,-1.160479836,0.645470205,-0.251871449,bad +238.0,3.062485208,-0.168910991,-1.458126528,3.228027575,-1.221682748,-1.766620523,1.123206738,bad +239.0,-0.903390631,-0.006481297,-1.85797724,1.905665353,-1.323631982,-0.237555458,-0.635232848,bad +240.0,-2.279311704,-2.127285795,-1.056731488,1.487951085,1.48048431,2.653676335,2.66212605,bad +241.0,-2.217366179,-1.667909956,3.010118131,1.283279647,1.421265031,-2.214285605,3.758296168,bad +243.0,-4.572620612,0.100533955,1.58402999,-0.55268722,-0.677374932,1.379152541,0.142473791,bad +245.0,2.509374487,-3.113597384,-2.800003752,2.152582008,-1.289594648,1.091546428,-1.022113594,good +246.0,0.55052261,-0.255666433,-0.569824672,-0.502992458,-1.605193925,2.963923204,0.128325002,good +247.0,-1.513436965,5.149000297,-0.392046791,3.678058525,-1.582198284,-3.871147542,0.91807892,good +248.0,0.113810852,-1.507470826,-2.051591429,0.42305814,1.314811985,1.935011984,-1.098326042,bad +249.0,-2.038784803,-1.097247988,0.533116796,2.483399249,2.832299983,0.333690419,-0.43079891,good +251.0,5.189624452,-0.38035204,0.674040928,2.711903317,4.226954898,-2.08801203,3.67749718,good +252.0,0.09677995,-0.619040449,1.372660497,-1.551754788,-1.48809087,1.913225169,-2.730679347,good +253.0,-3.13692093,0.2039136,2.312981364,4.400781555,-4.786378547,1.181213418,-1.445193398,bad +255.0,1.215343488,0.454075004,-0.910714666,2.839160662,-1.286710751,-1.302087805,0.340237631,good +256.0,-4.441796745,-1.308166634,-0.644851723,1.030750207,0.743742159,3.012145933,-1.552642907,bad +257.0,-2.438136709,3.603286079,-3.994267383,-0.399099705,0.810791317,0.813200326,-1.674314414,good +258.0,-1.616073734,-0.19620202,-2.145537289,0.024236485,1.767860033,-1.738779359,-0.985096387,good +259.0,-1.220395543,0.727752497,0.500212481,0.941042704,1.720316779,-1.422646164,0.866285324,bad +260.0,1.864510528,0.565854676,-1.239821336,-0.460607286,-3.684070281,3.531425966,-0.079761693,good +261.0,-2.745177613,-1.104988878,1.263666254,0.992078101,0.327276517,-0.581333882,3.152707213,bad +262.0,3.144834853,-0.618456338,-1.888859712,-2.318441345,1.988406405,2.171236392,3.441841889,good +263.0,-0.888109498,0.019708233,-1.147750073,0.062864978,0.485839444,1.332188644,-0.531192355,bad +264.0,0.177787063,-1.12985596,-0.274235386,3.291357335,-3.403600982,-1.136174689,0.699819954,bad +265.0,0.778343934,0.750074063,-2.106503891,0.250449703,1.194048352,-0.297126623,1.338008142,bad +266.0,-1.660132024,-0.926467905,-0.124129835,1.83162166,0.257862793,0.619933397,2.541203984,bad +268.0,-1.552466494,-1.353629812,0.298420776,-0.168358839,0.833207548,3.279510221,-0.153170021,bad +269.0,0.470464106,0.286850275,1.31702559,4.680727621,-3.137041244,-4.619622802,2.193147335,bad +270.0,0.410513623,-1.073639887,0.217295221,1.095006769,-1.446178928,2.216869264,0.727058624,good +271.0,-1.029416816,-0.315372479,1.824449963,1.232133947,0.215069127,-2.693922826,2.099729971,bad +272.0,-3.179262441,-0.88467347,0.775792358,-0.109996168,3.815630366,0.42134604,2.157909715,bad +273.0,-0.284107695,-1.754920326,1.174448898,2.289448917,1.288249759,1.153113388,0.398870457,good +274.0,2.484381003,-1.389177574,-1.437494455,1.100872692,-1.444003721,0.938352619,1.490174669,good +275.0,2.683861892,-4.700917185,1.40041866,1.346969161,-1.304076421,4.611424426,0.692202456,good +276.0,-6.129668144,4.738226808,0.25347735,-1.393228031,1.964849465,-3.41088064,-5.015263697,good +277.0,-2.592618507,-0.264751368,0.600961775,-0.352739735,2.683771227,-0.698221403,2.476740123,bad +278.0,-2.263612351,2.126844821,-1.563018693,-1.675057199,0.025071265,1.927114045,0.764295402,bad +279.0,-0.560748733,-0.157070531,-1.695140995,0.454258111,1.54203353,0.351700673,1.822181262,bad +281.0,-0.443086638,-2.352052331,-1.479476129,1.066032559,-0.939353154,1.619963836,-2.420080801,bad +282.0,-5.173834525,-0.832567425,3.814078611,-1.137651477,1.297219261,-0.634693097,-1.394846266,good +283.0,3.66109756,-2.309110531,-2.734424094,3.635042845,0.37611387,3.827175636,0.026171935,good +284.0,0.624366027,-3.762935912,-1.629942509,1.238799086,-0.401241677,0.129116588,0.383299126,good +286.0,-5.499852228,-1.750756276,-0.640523136,0.407010888,-1.606883355,1.974734162,-3.077340152,bad +287.0,-4.252103364,-1.352355773,1.092130849,1.571333506,-2.322761166,2.433554673,-0.046495034,bad +288.0,-1.96409995,-1.402303207,3.562095299,0.391376977,-0.84401949,1.855761818,3.551641608,good +290.0,-3.219872985,0.375194492,1.64994671,1.482105062,1.0462769,-2.201671562,4.04329901,bad +291.0,-0.886137099,-1.125871684,-0.291209868,2.596016198,1.279572658,1.261763337,0.328405811,good +292.0,-1.30518441,-1.107092549,2.470143354,2.11895625,1.762891673,-0.022296931,0.807895795,good +293.0,-2.625174664,-0.572031397,1.609901562,0.995255654,0.318017061,-1.18468912,2.201416622,bad +294.0,0.49702766,-4.501008255,-0.720715327,3.177121982,2.53614682,-2.032103415,3.350155927,good +295.0,0.591232458,-0.001954662,1.195557933,1.804635255,-0.309608856,-0.344142716,2.280094899,bad +296.0,-1.415645615,-0.948497907,-0.63834242,1.537135066,1.631884351,0.143543317,3.256333414,bad +299.0,-3.000021563,-0.47420736,1.690253883,1.534788299,1.615527086,-0.55376742,0.051771594,good +300.0,-2.69058317,-1.314308368,0.67625093,-0.041387321,-0.074872594,1.530247544,-1.818450848,good +301.0,0.660365183,0.658653258,-0.974905706,2.124386339,0.562971319,-1.735898312,1.333438049,good +302.0,0.969600354,-3.873654979,1.370101547,2.435082107,0.35564807,3.217242733,2.43431229,good +303.0,2.668150812,-3.916033867,-0.074912656,-0.712558109,1.17774678,0.093916719,-0.328378522,good +304.0,-3.273573184,-1.254338354,2.682546001,1.222556044,1.141515565,-0.728922858,4.472115939,bad +305.0,-1.772238544,0.446927461,-1.533814526,2.003013093,3.603647172,-0.452172972,-3.646472989,good +307.0,-2.663491728,-2.791736765,-1.968158211,0.220643916,1.706019629,3.889013696,2.720284244,bad +308.0,1.635803171,-0.234380763,-2.304228608,1.610400036,-1.097213746,-0.193123435,-0.172241138,bad +309.0,-0.376044811,-1.442831171,-0.870774069,1.296598915,-0.213573588,0.989835097,-1.428807471,bad +310.0,1.648924474,1.892232711,1.23609355,0.766091055,3.402389029,-2.486629556,6.008854208,good +311.0,-2.994520746,-0.240734541,1.273841102,-0.143859163,2.207347624,0.181570915,-1.072446111,good +312.0,-4.83261116,-2.361072369,4.950822862,-1.838886555,1.058911133,0.202572918,-2.171343633,good +313.0,-1.628097854,1.296939726,-0.107772851,0.869939501,3.019096498,0.456299527,0.594901098,bad +314.0,-2.10659447,1.017836215,2.23646938,2.272230155,-1.373828907,-2.231717303,1.313860721,bad +315.0,3.096340475,-3.111850827,-4.337573445,2.325209001,2.258373221,1.142289198,0.013357278,good +316.0,-0.425371533,1.238848345,-1.335193504,1.940137118,1.96648374,0.104978381,-1.922671396,good +317.0,-4.244443842,0.599377262,4.469807043,1.92080172,-1.350803998,-3.690634295,4.288667532,bad +318.0,-1.938235165,-2.488360249,-0.85981132,0.812293755,-2.253887188,1.480428729,-2.957553958,bad +319.0,-2.228778607,-1.034194946,0.921878168,-0.161100226,2.694175463,-0.803583773,2.316583272,bad +320.0,-0.686679583,-3.020882327,-0.399128476,2.902398068,2.594570107,-3.42290737,0.468330323,good +321.0,-0.071526396,-0.298655096,-2.200538846,1.683788192,-1.506103295,0.155929658,-0.779829007,bad +323.0,-3.285803375,1.184246206,-2.015927409,0.57063152,2.056602881,3.359629787,0.931078465,bad +324.0,4.524771537,-0.524202989,-3.870149321,3.056191989,0.058291732,1.012686692,-1.231954325,good +325.0,-0.213847524,-2.515762071,2.83923853,2.741098977,1.001383887,1.325265593,2.914469166,good +326.0,-1.392686038,1.319073307,0.623623509,3.57094008,-1.589461558,0.202748799,-0.491652551,bad +327.0,3.98495812,-1.634193596,-1.989253497,0.348185924,1.886651029,1.285180255,2.767157405,good +328.0,3.038895908,-2.665843657,-1.490830721,2.806737521,3.200184447,-1.194293931,1.686512224,good +329.0,1.392728812,-1.563115483,-5.029715705,-0.14982309,-0.171401568,2.74581834,-0.551683935,bad +330.0,-0.828548862,-1.253255499,1.294462681,0.621825762,1.471996878,0.877483573,-1.129854827,good +331.0,2.664537422,0.504150991,-1.317787397,-2.817909514,-1.205372552,2.674730324,3.09905486,good +332.0,0.597812187,0.076424922,-0.111258912,0.804401457,1.382899595,-2.404551641,3.453014147,bad +333.0,-1.904318739,-1.998720664,0.949570545,1.572483221,-2.15011756,-0.628305308,-1.781651819,bad +334.0,-4.034219774,-1.245914635,2.591351332,-0.146699184,1.295986743,0.677541169,-0.953286976,good +335.0,1.418063913,-0.159779787,0.137654618,0.626105755,-1.481343665,-1.945741032,-0.689292785,bad +336.0,-3.077603673,-3.069404205,5.094382126,2.112990558,2.133635175,-1.193377992,-1.956538847,good +337.0,-1.011533364,2.308288623,1.705463379,3.094887359,1.411367191,-5.199662915,2.621552305,good +340.0,-0.178849168,-1.147030406,-1.048319535,-0.146477856,0.97949551,2.940134809,-0.66938657,bad +341.0,2.864333172,0.66264498,-4.804556719,2.48318455,-3.939295979,2.492595082,-2.701406904,good +342.0,1.084148863,-1.526277726,-1.475093451,0.230183632,-0.108019227,-0.045308695,0.085050081,good +343.0,1.666744021,-1.52838265,-2.04521337,0.890557595,2.444052796,-0.304369855,2.065728297,good +344.0,0.576112177,-1.698590959,1.234964242,0.411287211,2.901578614,-2.715170794,2.191859787,good +345.0,0.58577637,-2.261525765,-0.154649279,1.064846737,2.478165855,-1.889778033,2.586432022,good +346.0,1.800185608,-2.595862443,-3.423895789,1.328441238,-0.835875327,1.481459955,0.994854424,good +348.0,1.769986727,0.772538265,0.649892696,0.665294954,-0.768161622,-0.889425792,2.648944119,good +349.0,1.236065726,-2.088223392,0.561290826,-1.729237552,-0.820016612,3.170189091,-4.041148175,good +350.0,-2.600329309,-1.290502036,2.448420348,1.437260011,2.872859896,-0.854529922,-1.102217986,good +351.0,3.795331116,-5.103104469,1.502398169,1.327884139,-2.311153278,5.553256265,2.733986236,good +352.0,1.27449636,-2.511492325,0.382559723,2.715172739,-0.288362936,2.283241726,1.501072134,good +353.0,-0.847851439,-1.182027874,0.27140538,0.582182652,2.343851175,-0.522942389,2.145083279,bad +354.0,0.697413744,-2.102824858,-0.104777111,-2.75950978,3.835418965,-0.531325325,1.525044452,good +355.0,-4.902445625,-0.665739714,2.699210099,1.728527493,1.32193595,1.074921259,1.611813638,bad +356.0,1.117341779,-2.983135483,0.463419934,3.000766306,-0.642555958,0.465851117,-0.55847561,bad +357.0,1.041915557,1.363517928,1.402426931,2.640953361,-1.372456858,-2.626018574,3.43973372,bad +358.0,-3.013393813,-0.505787282,-0.65196241,-0.707823136,-1.204646365,4.024826274,0.339436235,bad +360.0,-2.438665553,-3.50468229,-2.409751844,-1.344681502,4.407302202,3.386602502,2.165801374,bad +361.0,3.632166776,-1.284282394,-2.141628184,0.495085579,2.477553365,0.499045553,1.837355596,good +362.0,-1.643084037,-0.471080702,0.222911476,1.877629312,2.469552966,-0.021494123,-2.398270661,good +363.0,0.94380087,-0.879667109,-1.774053278,3.478484629,-0.254345217,-1.358062477,1.281925544,good +364.0,0.262497862,-1.685705263,0.338691867,1.081434391,-0.995296191,-0.902954829,3.725729501,bad +366.0,-0.276054846,0.218411546,-3.955650594,0.888880804,0.546417056,0.033951672,-0.70466805,good +367.0,3.284414316,-4.159538202,-2.26108475,0.159527227,-0.861255751,2.510889581,1.39885364,good +368.0,-3.420203667,1.145895432,0.445298637,-0.019282419,2.839288162,-0.56097811,-3.201853102,good +369.0,1.244042851,-2.465734534,-3.887529546,2.233804426,-0.618174838,0.838172887,-1.570153891,good +370.0,1.469421344,-1.341061775,1.450817239,1.748870042,2.422876473,-3.065933713,2.157878307,good +372.0,-2.118078341,-2.560854822,-0.797106992,0.323211965,-0.52711028,3.086747997,-2.520334223,bad +373.0,-0.972952656,1.926233331,-0.979577311,-1.134247362,0.510836697,-1.417999466,-0.101724645,good +374.0,-2.493402775,-1.816875871,2.048086823,1.240325732,1.958967468,0.473075429,-0.600034154,good +375.0,2.130866128,-1.050049577,-0.182559512,0.948857184,2.78388718,-1.198078716,3.654805327,good +376.0,-1.210442904,-0.713919725,-0.40248465,2.033803971,0.533503547,1.075882717,0.329818384,bad +377.0,1.824193746,-3.037112401,-0.40800985,3.245619895,1.558216249,2.832982388,0.585740646,good +378.0,1.90951554,-1.365334295,-1.402893985,2.654201306,0.650170585,2.652619687,-0.493836065,good +379.0,-1.662667189,-2.982720337,-1.86060211,-0.495122056,3.31819954,1.943128773,2.564829402,bad +380.0,-1.564101199,1.202662349,-1.646536712,-0.906797933,-0.366069758,2.660875744,1.117163222,bad +382.0,-1.390267541,-1.577905177,0.559460349,2.620815689,3.360118267,0.044143092,-2.586663686,good +383.0,1.004702069,-4.521360136,-0.506152982,1.477988099,2.24658432,-1.523423649,-0.693510247,good +384.0,-0.104860164,-1.219418433,-1.117414971,2.734317645,-1.376994015,-1.910942852,-2.292075129,good +385.0,2.316934752,-1.765646756,-3.142249372,-0.896767346,1.303792751,1.672411791,-0.964795146,good +386.0,-1.577719764,-0.951959373,-0.268934164,-0.226795132,2.031646643,-0.612471296,2.148967097,bad +387.0,-0.630823511,0.25416303,-1.466816837,1.240220984,1.638016968,1.538249008,-1.242029527,bad +388.0,1.455947385,-0.481695767,-2.50231376,2.682689065,-1.734331273,0.079200653,-0.838856348,good +389.0,-1.722539295,-1.760806138,1.941921651,0.593022747,-0.045434962,-1.490277265,3.782451601,bad +390.0,-0.153110977,-2.489734041,-2.194768088,-0.590088534,3.560605401,1.828832509,0.205756573,bad +391.0,-2.708543939,-0.979013043,-2.106232861,1.467754573,-1.546060521,0.296080721,-2.589555547,bad +392.0,0.490259358,-0.285924292,2.282679716,-0.09953192,-0.034051628,-2.245436972,2.124385261,good +393.0,-4.561322305,2.126360339,-3.325207918,-1.062219818,2.928190087,4.126126894,-0.609772001,bad +394.0,-2.258040786,-1.917480134,1.804333022,0.052867324,-3.268090827,-0.780899877,-2.395380818,bad +395.0,-0.05648831,0.557703588,-0.496449891,1.292458723,-0.807030471,-0.116164037,-1.517382368,bad +396.0,2.825907603,-1.11932847,-1.648692426,0.958924069,0.436684639,0.644316961,1.601038247,good +397.0,0.481356292,-0.140110818,-2.940686361,3.603661679,-3.465855278,2.215774651,-0.856561122,bad +398.0,0.780136136,-1.562170681,0.86788733,3.27917014,3.136769659,0.853513595,-0.117891307,good +400.0,-1.455035126,-0.094436686,-1.810406774,0.631183733,2.116621914,-2.282721694,-1.590347457,good +401.0,1.259489608,-0.154944028,-2.828254735,2.609970506,1.198980781,-0.754083304,0.108348642,good +402.0,1.324477928,1.716616374,-0.970105325,-1.087421365,-0.47895952,0.242746815,0.149530447,good +403.0,-1.122360942,-0.755385226,-0.938569856,0.462277508,1.779085817,0.853567834,1.291181186,bad +404.0,-3.894363922,-0.928452096,-0.354897427,0.804823296,2.426173524,3.119413155,0.872470725,bad +405.0,0.773148531,-1.002034226,-0.572641404,0.655668609,-0.577256351,-0.665251625,0.247923104,good +406.0,1.108970953,0.034656646,1.013509588,-0.134653708,3.024652363,-2.096181368,3.411549677,good +407.0,0.805328794,-0.377444111,-0.302493264,1.718357761,-2.685612001,-2.047090187,-0.250708498,bad +408.0,1.896323161,-3.14453754,-0.399112413,2.174079598,1.037055511,3.469888038,-0.315721218,good +410.0,-0.408477449,-1.150193475,-3.031133799,0.843984736,-2.318130839,2.477412639,-1.101446241,bad +411.0,-1.317609398,-1.80564189,2.862508115,-0.458129706,2.058752762,2.308895924,-0.287477036,bad +412.0,-0.704063089,-5.227086631,4.445394901,3.243946735,1.186647212,2.484259278,3.065090038,good +413.0,-0.81683573,-1.668458727,-1.354103421,0.472745092,1.822812177,1.508653413,-3.093184992,bad +414.0,0.305225922,0.23307268,-2.442724653,1.55017963,-1.834622528,0.512185085,0.386518491,bad +415.0,-3.377510864,0.246022018,-0.528357309,1.419743975,0.453681622,2.867812469,-1.568007387,bad +416.0,0.279686453,2.005893012,-0.589727705,0.634173498,-0.06161884,-1.285656252,1.282263396,good +417.0,3.850328161,2.174361026,1.590183834,0.74911099,1.432184459,-1.270216706,5.000494671,good +418.0,0.054952846,-1.096447834,0.731995421,2.030833012,-2.081122279,0.374895979,1.526001912,bad +419.0,0.734479064,-4.943761505,-0.926083011,0.108163347,5.198245939,-1.521292426,1.445026966,good +420.0,-0.580186446,-2.573039872,1.363673742,1.053468649,0.487122307,1.5894238,-0.791927318,bad +421.0,-2.588233615,0.934418582,-2.318100746,-1.908756552,0.648554435,4.485687247,0.194094541,bad +422.0,2.93879071,-1.121275859,-1.807941805,4.249886826,0.994183411,1.979786735,0.926895465,good +423.0,-0.166096708,0.385633008,-1.102875412,0.473801502,0.325482818,0.983244135,-2.171938158,good +424.0,-3.626599054,-0.536980854,2.875551727,-1.097685055,1.001765267,-0.074554126,-2.06921183,good +425.0,-0.709644702,0.521759391,0.647328544,3.998073823,-1.611974437,0.827410931,-0.181237683,bad +426.0,-0.43954322,0.184891577,0.266969477,0.964484169,1.268815123,0.301062723,-1.944981661,good +427.0,-0.093429399,-1.016890236,0.623616861,1.810386625,1.157313932,-3.368184311,-0.721931929,good +428.0,2.791326663,-3.678377608,-0.640794571,4.096314776,1.493495485,2.792151965,2.190118648,good +429.0,-2.827003934,1.098000879,0.087768461,0.248250958,1.584206574,-0.645972021,-4.29224041,good +430.0,0.159317311,0.415764441,-5.070890926,2.744768625,-3.594718524,2.335183835,1.976318514,bad +432.0,-2.073596468,-0.61720748,-0.283296192,0.260547199,2.310436497,0.614734636,-0.518849651,bad +433.0,2.06599092,-4.283584344,1.76361441,2.736813553,1.257980097,2.935003244,2.686067904,good +436.0,1.380597244,0.725324698,-0.457332075,1.641108289,3.023877548,-2.302734908,3.557674731,good +437.0,-0.306895676,-0.589711476,0.196903416,1.303502111,0.01103504,-0.443880755,-0.622331787,bad +439.0,-1.353415925,0.095966961,-2.329803018,2.519162172,-3.172246292,-0.438285708,-0.009153027,bad +440.0,-1.30482878,-0.273041385,-0.525761308,1.791983925,1.041625112,0.214153898,-0.731351697,good +441.0,-0.874152709,-2.635009936,-0.840066474,2.754217591,-4.90106902,-0.155717331,-1.290563234,bad +442.0,-1.768985907,-0.338156799,0.815394537,-0.435690131,3.506835034,-0.749377068,-4.42166643,good +443.0,0.217790779,0.380548321,-0.449453049,2.318266697,1.960640895,0.083800264,0.032101352,good +444.0,0.494240895,1.961831847,1.436750426,-0.428752932,0.946643561,-1.989349761,3.496943154,good +446.0,-1.510845223,-2.030308101,-0.186089363,2.121947968,0.256776594,1.00940039,3.189154084,bad +447.0,-2.15160088,-1.995759059,0.810727484,2.090931162,3.266108533,-0.206899599,-1.966063033,good +448.0,-2.589398833,-1.424490895,-4.390652197,0.867853308,-0.138382531,4.138384523,-2.80256109,bad +449.0,2.249778955,-2.909620114,0.20515974,2.608040794,-1.7618446,-1.562021251,-1.963420629,bad +450.0,-3.114177922,-1.882415042,2.279911173,1.91003937,2.99087721,0.513323299,2.050011062,good +451.0,-2.394312987,-2.843008792,1.176567539,-0.693392544,0.400813315,2.699625485,-2.85697803,bad +452.0,-0.832412053,-0.154411201,-0.035737468,-0.323484269,1.222646356,1.347506838,-1.73329254,good +453.0,1.506043973,-0.240398567,-1.936911507,0.815988633,1.119179331,-0.00404402,2.59971145,good +454.0,-1.344076104,-2.598472175,3.039253076,0.477874088,0.301253737,1.253182274,0.019317439,good +455.0,0.258368004,-4.14234656,3.572643351,-0.748074511,-1.057461064,3.672093013,1.163699508,good +456.0,-0.141585523,2.091738887,-2.431368322,1.498578364,-1.071765003,2.290815025,1.12172416,good +457.0,-1.210003555,-2.270447735,-0.879412219,1.409105891,-4.924983202,1.131312427,-0.837065778,bad +458.0,-2.680209022,1.281069733,-0.160349543,1.496198062,2.906890303,-1.64590763,-2.334378234,good +459.0,-0.569351473,-1.66973733,-2.315087657,0.574799056,3.653551725,1.778912315,1.999641554,bad +460.0,-0.447992051,-0.15917642,-0.397702071,2.068555528,-1.224156944,-0.400727964,0.495203413,bad +461.0,-0.107114559,1.360180126,-0.262722863,1.430869724,2.112507809,-2.750042627,1.954562057,good +462.0,-3.820327014,0.737890287,1.40228473,-1.026727144,2.101236315,-0.333243731,-1.29240429,good +463.0,0.134901811,-1.395711062,0.115701855,1.77915574,0.005765309,2.654754645,2.482959627,good +464.0,-1.687141135,0.219057539,-0.394602733,0.03177683,-0.269905726,-0.635328608,-1.756110692,bad +465.0,0.860114522,-2.553857103,-0.137817542,4.25728969,-0.791552681,-2.399829141,-0.069879417,good +466.0,-1.003934111,-2.909208337,-0.503052237,1.649892305,2.448246715,-2.526101324,1.414178188,good +467.0,-0.790198577,-1.33600731,1.68211791,0.450123165,-1.445588512,1.603864129,-1.385460542,good +468.0,-0.061262291,0.406682903,1.51989603,1.534523118,-2.75464088,-1.243214879,2.573280752,bad +469.0,-3.157804963,-1.790544603,1.532856947,0.145359245,2.537521097,0.804340631,1.692455508,bad +470.0,-0.579963162,-1.688371485,-1.740917921,1.677975952,-0.202937394,-1.135713823,0.228479052,good +471.0,0.628771905,-0.63439058,-2.046147451,1.270401229,-2.293381573,1.179184768,0.405925967,bad +472.0,0.436420445,1.604372589,-1.556147076,1.325437655,-3.244895954,-0.33343149,-1.791648302,good +473.0,0.448986399,-1.878035663,-0.506964876,1.520233325,-4.22895702,-0.369207123,-0.801235143,bad +474.0,1.728200791,1.787493586,-1.431247665,0.160493336,0.188754032,-0.010727553,2.308864383,good +475.0,-0.703772379,-4.655303034,-0.298769916,0.367104897,-2.208138433,2.344150376,-4.232944485,bad +476.0,2.388190755,-1.951286879,-1.000915808,0.991465748,0.473925364,3.192945889,-1.037023221,good +477.0,-2.548002967,-0.856293673,-0.921999293,0.947152819,1.356728496,2.916870027,0.404912999,bad +478.0,2.556180439,-0.231462656,-1.600317988,-0.756676311,1.869900191,0.3048304,0.450070766,good +479.0,1.602586992,-1.420063463,-0.598390106,0.836843768,-0.769142685,3.079575162,0.985013262,good +480.0,1.765902051,-1.664634383,-0.562926908,2.492599401,1.866013682,1.500279072,-1.13294028,good +481.0,2.04116895,-0.711503013,0.077358837,1.156978455,-1.447730578,3.035293274,2.466289385,good +482.0,-0.433133928,1.160083648,-2.86300395,1.749072808,0.916485829,1.723569349,1.386487028,good +483.0,0.481432072,-3.028141906,-1.226663007,2.706391965,-0.004012364,-1.45507945,0.744692034,good +484.0,-5.179142697,3.285301301,-0.510329259,1.481673851,3.731720347,-2.844017502,-2.312430431,good +485.0,0.072605807,-0.259472135,-2.665919512,0.10286239,-1.871710685,1.327608189,-1.010206942,bad +487.0,-4.57472641,0.195993417,3.770370286,1.464653121,2.75028225,-2.540249044,-1.800760146,good +488.0,-2.76378678,0.832855282,1.147808931,1.660157474,0.554733007,-0.666507202,2.279462306,bad +489.0,0.772798805,1.54118035,-2.732458717,1.440223409,0.282460292,0.874259008,1.950120377,bad +491.0,-0.209517839,0.874575959,-2.954284491,3.103598524,-0.599038939,-1.187980813,-0.306520094,good +492.0,0.990579958,-4.01980832,1.437710907,4.068800405,3.314193713,1.130544985,0.753302007,good +493.0,0.186932101,0.120942322,-1.521099023,0.740063478,0.495512004,-1.263133589,-0.980073421,good +495.0,-2.64400586,1.474866821,0.145269775,1.171240437,1.541119082,-0.945204885,-2.856544619,good +496.0,-3.285537403,-1.763022467,3.429297137,1.069039088,2.831556267,-1.1943597,-1.919457867,good +497.0,-2.863054129,-0.858381637,1.943438984,-0.340979675,2.701861335,-0.045718268,-3.121961293,good +498.0,-1.874776941,1.5769107,-0.691253224,-0.309358882,-0.917596489,1.490390515,-1.041618262,good +499.0,0.21501798,-0.540548878,-0.423471758,2.210893195,1.230233955,-2.431374433,0.78028109,good +500.0,1.668673001,2.704020264,0.352479854,0.105849728,2.0746357,-1.685557031,3.599024519,good +501.0,-0.75474296,0.302332227,2.660387168,-1.826048667,-1.404699698,1.392077747,-2.045652882,good +502.0,-3.317158516,0.105307039,3.542140946,2.550256949,-2.113224155,-3.586287805,5.305217658,bad +503.0,-2.311197868,0.599270581,-1.29055189,1.655254711,0.780909982,0.95124775,-0.826906012,good +504.0,0.547490236,-2.105825246,1.672902307,1.487750968,0.889656994,1.05247905,0.838015685,good +505.0,-0.279167335,-0.849459817,-3.640821284,3.246880975,1.468817688,-1.581986023,-1.370836529,good +506.0,-2.073639764,-1.212834089,-0.818440188,3.808834762,1.013863173,0.748660841,0.026134195,good +507.0,-0.055725962,-2.07918008,-2.586991509,0.482617063,-0.271768489,0.439725398,0.267883253,good +509.0,2.126067499,-0.271592322,-1.013287132,3.429760238,1.321578164,-1.505578454,3.768027336,good +510.0,0.213740713,-1.583159142,-1.268952342,2.707982478,-2.818721359,-0.384327764,-0.486725293,bad +511.0,2.833977558,-1.049036301,-1.728557746,1.694292443,-0.047845243,0.690355194,3.537846194,good +512.0,3.494801452,-2.643741519,0.419279989,3.645718399,-3.285315914,-2.297288152,-0.264526021,bad +514.0,0.866742213,0.868370677,-0.993523079,1.175029871,0.249553249,-1.060328116,-0.52823467,bad +515.0,2.678687381,-2.59593909,-1.562217791,2.313185304,2.159382917,-0.663799304,1.004462732,good +516.0,-2.561893576,-1.35131027,-0.820041029,1.49021894,-0.555785929,2.138507132,2.400152227,bad +518.0,0.347280885,-1.201196511,-3.08166562,3.641692578,-1.411253674,-0.818516482,-2.394496757,good +519.0,-0.899434264,0.175009018,-2.138931907,0.804955375,1.201174794,1.475026613,-0.72650885,bad +520.0,3.008494403,-1.372118888,-1.65765908,1.490543757,-1.534552435,1.01013167,0.348479388,good +521.0,0.278973901,0.132543541,-2.752369886,-0.10685271,-0.791002965,1.267545714,-0.876620761,bad +522.0,1.831005266,0.843340952,-2.527456317,-1.542694872,1.660835593,1.471092989,2.90534156,good +523.0,0.653795107,-2.072362461,-2.851268925,2.279288114,-1.903229296,1.432532042,-1.432245547,bad +524.0,-2.067244513,-0.272900631,-1.110935247,0.949658813,-1.470449639,-0.317205367,-1.642436844,bad +526.0,1.345062828,-6.55668451,0.299350856,1.977961653,3.578064759,-2.114165512,1.871943764,good +528.0,0.063682093,0.38850877,-0.695764936,2.400067224,0.771042011,1.010398645,0.679908751,good +529.0,-0.217649485,-0.52562836,-2.728249973,0.725687239,2.870146699,3.071378646,-0.467195847,bad +530.0,1.843439162,-1.801133155,3.093698905,0.869796886,-1.241769184,-1.456677989,0.489432337,bad +531.0,-1.3681164,-0.163515102,-2.748561379,1.612122394,-1.697968636,2.543862516,1.274318228,bad +532.0,-2.700025766,-2.386073587,-2.302098104,-2.078623934,5.870747305,3.245839004,1.818460298,bad +533.0,0.406690031,-1.226211073,0.236156413,3.320353706,2.266757981,0.489535728,-0.433008056,good +535.0,-1.572827757,-0.816051422,-0.16567894,0.792686806,0.358000165,1.662179258,-2.748016953,good +536.0,-0.733303162,-0.525051424,0.534364676,0.535375228,0.448009527,-3.115711207,4.076830586,bad +537.0,0.508402073,-0.079902812,-4.494963896,1.317926439,-1.859944579,3.18526477,0.977638764,bad +538.0,-3.308436875,1.569101145,2.912392624,-1.379048102,0.89730116,-1.421308238,-3.997326959,good +539.0,-2.523331117,-2.572632434,1.839096389,2.910986516,-0.147552545,-4.636483998,-0.142418513,good +540.0,0.127840867,-0.745333884,0.820949561,-0.571259588,0.569246646,1.870529149,-1.71883793,good +541.0,-2.130938237,-2.0859112,0.29019245,-0.017448022,-3.131219526,0.097776788,-2.948002977,bad +542.0,-0.172770477,-3.14849599,-0.495672873,0.581483657,0.164349877,-1.184325217,-0.51325681,good +543.0,-5.23419084,-0.782204481,5.559623565,2.249128499,0.849809838,-1.648863327,4.306460128,bad +544.0,-2.675370302,-0.021456131,0.523988269,-0.489343613,1.401445855,0.934926925,-2.830461841,good +546.0,-3.97706376,2.426385717,1.458344466,-1.816349697,-0.109632577,-0.96173818,-4.384867847,good +548.0,-2.28722507,0.162205567,-1.196329112,0.670175675,-0.00090524,2.491398576,0.823026283,bad +549.0,-1.484396263,-1.114596738,-4.692234258,-1.367376177,0.111191778,6.066232789,-1.955656366,bad +550.0,-2.305059693,-2.626696001,3.221047375,1.521010548,2.629473351,0.21593781,-0.219795307,good +551.0,0.854073273,-2.952643485,0.426190629,0.402772709,3.296774169,-1.750895261,2.790841777,good +552.0,0.238680763,-2.550113768,-1.853016763,1.526908593,-2.73369302,0.316585498,-3.022101786,bad +553.0,-1.52223527,0.468538284,-4.246937942,0.487412009,-0.702670066,0.948229639,-2.368449883,bad +555.0,3.099410637,-1.691560679,-3.679364,0.963605627,0.538102393,1.660099378,-0.544761148,good +556.0,2.738737681,-2.964777583,-0.880812336,0.306240578,3.802263716,-0.51132368,2.571582061,good +557.0,-1.376783419,1.087996723,0.826209477,-0.221215872,2.21991327,-0.764982226,-2.793455657,good +558.0,-1.307688526,-1.270986511,-1.086201924,0.553726314,1.648048117,1.840484244,-2.141922762,bad +559.0,2.118697904,-0.441049723,-0.884647265,1.046843714,1.654620545,1.783180434,-1.916665389,good +560.0,1.06107508,-0.30459199,-3.493868392,0.935043097,0.882095986,1.31669014,-1.514089626,bad +561.0,2.047236511,-5.908735742,-0.951042545,0.706629775,1.237538814,-0.202616339,-1.353458176,good +562.0,0.259523243,-0.815401527,0.869376717,-0.20442455,-0.764832501,2.22786781,0.423215962,good +563.0,1.49022105,-1.655205641,0.685512576,3.132370759,-0.668775161,-1.349513577,0.117583669,bad +564.0,-0.514290903,-0.986576972,2.178763749,2.85563019,2.13771042,0.1533657,0.553623544,good +565.0,0.841700566,-1.302327545,-1.375825815,1.815067187,-0.992369266,1.147517316,-0.352363349,bad +566.0,-2.202941824,0.604628192,-2.300392465,-1.209625565,0.778297912,2.987406573,-0.938837813,bad +567.0,1.152665421,-1.647208902,1.074098598,1.518362185,-1.023612812,1.724863212,-1.393716037,good +569.0,-0.300053059,-1.400104442,1.24186609,0.963302071,1.053403318,1.036565854,-1.486048914,good +570.0,3.963715076,0.443684934,-1.329553245,-1.407775083,4.337533594,0.649486691,4.85770709,good +571.0,0.240036187,0.741437479,-3.071472957,-0.011851849,1.776569701,0.192085291,-0.930151642,bad +572.0,-2.876537541,2.173119859,-2.715750514,-1.142241735,-0.047288587,2.955004896,1.004476849,bad +573.0,3.504740977,-5.478682219,-1.548665919,-0.720533669,1.908383228,1.91057271,2.445013853,good +575.0,1.832077703,2.206428438,2.037308274,-1.901648111,0.355729197,-0.795370632,5.087458065,good +576.0,0.294586351,-0.353755252,-0.540281839,2.859840442,0.671989996,1.291838185,0.920605642,good +577.0,0.468012201,0.155356404,-2.346800601,-0.217853216,2.239843251,0.065110334,-0.712190722,bad +578.0,1.117203536,-0.346258804,-1.000619613,2.451835738,-1.39547967,-0.643644414,1.810950768,good +579.0,-3.226664915,1.68058774,-0.021105415,-1.188955203,0.572550232,-0.042755251,-3.021498163,good +580.0,-1.880011246,0.403136744,0.51825074,2.415009167,1.619696525,0.008863284,2.626433539,bad +581.0,2.832874962,-1.945818166,-5.406961115,-1.204716846,3.675756863,1.002486426,0.003092451,bad +582.0,2.323520457,-0.660700328,-2.109545588,1.999113349,2.100905362,0.554682555,-0.765057007,bad +583.0,2.925025863,-1.146937901,-1.765829853,2.277330124,0.866873879,-0.302877757,0.978183746,good +584.0,0.079018488,-1.89430287,1.302424481,-0.195380435,0.627322458,1.907648631,-0.642410731,good +586.0,-0.514507334,0.33049363,-1.419018697,1.166646928,0.231519441,2.111651131,1.03812053,good +587.0,-2.730350504,-1.33907779,-0.281202885,2.770062529,-2.889864817,1.775054035,2.724329759,bad +588.0,-2.076144696,-0.275631693,-1.066855674,3.079851255,-2.31885978,-1.946523666,-1.115162513,bad +589.0,-1.946053119,-1.246623836,-0.710984132,1.456692818,-1.082281365,0.42356073,-1.677969421,bad +590.0,1.631116708,-1.316873464,-2.013031165,1.622161257,0.261014851,0.293064107,-0.463927147,bad +591.0,-0.473287594,-0.555145848,0.559615651,-0.424501717,-0.250158445,1.851902646,-4.809283356,good +592.0,3.200290241,0.962162874,-0.530070755,0.74654029,-1.003160657,0.45042323,2.576949552,good +593.0,-2.134991211,-1.507685635,-0.338052719,1.124926914,1.193174178,1.368651563,2.981116267,bad +596.0,-0.8194164,-1.491106655,2.477280667,-0.320205955,3.459358522,-3.428554586,4.173553001,good +597.0,-2.413288076,-0.974106545,-0.331471018,-1.4830412,1.741253391,-1.865380906,0.120172532,good +598.0,0.080970577,0.31142236,2.10226489,1.284844839,1.434369092,-3.74036848,1.05090811,bad +599.0,-0.539638857,-0.371998948,0.739616231,3.301151511,1.53170941,0.67487519,2.011494167,good +600.0,-0.591904691,-2.496518423,2.786569096,0.785987903,0.266634834,1.589868146,-0.446923846,good +601.0,1.615052907,0.845144281,-4.460741756,0.864101461,-0.770955855,1.905377569,-0.008136378,good +603.0,0.318857664,-3.019787395,-1.594082731,2.59141291,0.366573115,-1.098924359,0.754841662,good +604.0,0.034818167,-0.930391912,-1.971992909,1.381197268,-1.217503209,-0.276925841,0.603642425,good +605.0,2.862215002,-4.387423922,-2.528902194,1.397494463,1.33764364,1.186476389,1.57326933,good +607.0,-0.606922611,1.227737856,-0.182501254,0.440501197,-1.527560014,-1.285156739,1.436373326,good +608.0,-0.606658561,-4.249128494,-1.360871102,1.128343381,2.508678833,-1.683903241,-0.378882061,good +609.0,1.072177582,1.404349813,-2.709086571,-0.908657237,-0.125466102,0.998452463,0.796064138,good +610.0,-1.023501562,-1.745750557,1.369527464,-0.277133678,-0.375001121,0.728219832,-1.684659207,bad +611.0,-1.643243171,-0.285795777,0.493821171,0.658177772,2.0589519,1.289780484,0.167154758,good +612.0,2.447566542,-3.260858611,0.155288891,-0.791885855,3.612569213,-0.191536001,3.591669472,good +613.0,-0.588241264,-1.969352653,-1.863509752,1.043147548,-1.38618172,0.759107394,-3.070932217,bad +614.0,-0.605394525,0.520954496,-0.861903006,-0.715698623,-3.462401397,0.444729417,0.52098068,bad +615.0,2.275231548,-1.197065562,-3.300743509,-1.989806846,3.369320547,1.931643588,2.191252624,good +616.0,1.701191016,-0.242767287,-1.610198674,2.587950003,-1.843152643,-0.286344514,1.402366123,bad +617.0,-1.20633224,-0.304427533,-0.551757643,2.071959545,-0.966433878,2.151957886,-0.846369849,bad +618.0,2.622579451,-0.727552063,-5.079902284,1.234847267,0.450370867,1.793746231,-1.725885201,good +619.0,-2.299279325,-0.20061566,0.023673378,0.676884021,1.714493608,0.191462013,2.663416258,bad +621.0,-0.976025776,-4.201242798,-1.680632637,1.546067983,-1.330250067,2.643542865,-4.007585958,bad +622.0,0.642458971,-2.451568797,-2.653792304,-0.364929666,3.615423791,1.898301244,1.32712058,bad +623.0,-0.560196671,-0.662942705,-1.656042825,0.400827222,0.993949901,1.07700051,0.703618681,bad +624.0,0.607802481,1.256021543,-3.184850676,3.792928523,0.447479634,1.363688204,0.773249664,good +625.0,-0.316046993,-2.265646817,2.211007167,1.379265923,1.647788963,0.851511245,-1.460898327,good +626.0,-3.226948295,-3.256828759,1.751891969,1.176369853,2.982039237,0.605469424,3.311386373,bad +627.0,2.174392776,-2.650980234,-1.410461112,2.19446055,2.864418528,-1.27279455,1.725500851,good +628.0,-3.419253835,-1.897853228,4.162393976,-0.593183013,0.371964909,1.024138408,0.195606576,good +629.0,-0.208961718,0.024541803,-0.261290782,0.929661487,-0.612922934,1.344397034,-0.207891707,good +631.0,0.217270133,-0.696806704,-2.27969289,1.084089963,-1.026209252,1.975997472,0.057094164,bad +632.0,-0.140734671,-1.76203322,-0.135482386,3.071680989,0.355606697,2.046714119,2.158032334,good +634.0,5.866231802,0.821114307,-0.592951066,0.768463534,3.050095296,0.684049264,6.70139469,good +635.0,-1.669595255,0.371046027,2.118793036,1.602820158,-1.358875828,0.272912349,-1.576681863,bad +636.0,-2.032828008,-1.471171148,0.285539898,2.169889211,-1.104245131,0.643577206,1.775743836,bad +637.0,0.459019651,-0.996355134,-3.966912183,0.090483632,2.730067722,2.622035526,0.242942222,bad +638.0,-0.261529698,-1.016735858,0.648950533,0.905915977,-2.331123221,0.427890498,0.568969749,bad +639.0,-3.663151385,0.881709121,0.771988178,-1.730581468,0.475534881,1.006856055,-3.675142735,good +640.0,-1.365380911,0.331631355,-0.483122536,-0.518861678,0.446691901,2.299271503,0.612547794,bad +643.0,0.036109083,-0.603546816,1.028799424,2.846480153,3.728994203,-4.399009731,2.687006687,good +644.0,-2.645925594,-1.150853668,0.973614081,1.478559857,-0.221437872,0.179268282,3.538732353,bad +645.0,2.654281241,-0.310499256,0.8411462,3.008290083,-1.145368121,-2.370132316,1.874067405,bad +646.0,-1.95290203,-0.325204039,0.758697743,-0.542917297,-0.131253177,1.02647587,-0.559688927,bad +647.0,0.141787901,-0.438227633,-1.279533975,0.606389314,-2.064443872,3.119218316,-0.842503239,good +648.0,0.550022962,-0.873322382,-0.584005553,1.14080519,-0.525227231,-1.189967913,-1.982356,bad +649.0,-2.680440382,-1.602862269,3.767627827,2.126078446,1.824476372,-0.49585143,1.132168505,good +650.0,-2.397332373,-2.346435489,2.581230549,2.504464476,2.605459771,0.060225279,-0.176108441,good +651.0,0.437877558,-2.102417496,-1.10101113,3.366983196,4.428273613,-2.941137664,3.276022921,good +652.0,-0.147776051,-1.99931643,-0.288351064,1.680599192,-2.513441034,-1.195325309,-2.450763672,bad +653.0,-0.082137988,-2.577180035,4.351845459,-0.769047903,-1.009323827,1.970485319,-0.709214531,good +655.0,-4.19035705,-1.464152548,1.992728322,1.669223215,-1.242469829,0.280871732,3.270969072,bad +656.0,1.467709171,-0.34682407,-1.926872991,2.651218081,-0.09592079,0.343581726,0.318494494,bad +657.0,-4.096166684,-0.369183715,2.207994445,2.432387923,-2.183959678,1.153427655,-0.2828032,bad +658.0,-0.093445423,0.312348436,-1.684427192,3.000030318,-1.450922803,-1.109542795,0.592237542,bad +660.0,-0.938766039,-1.198889843,1.447817994,1.595577879,0.337622386,1.499372454,-0.105424932,good +661.0,-0.925349227,-1.213799204,-0.930872022,-0.189799073,1.060093559,1.213984075,0.519551095,bad +662.0,-1.951982198,-0.943181313,0.954476421,0.825412298,1.226474187,1.165690234,-2.406163774,good +663.0,-0.430075772,1.20266844,-1.615308225,2.318176884,-5.801766241,-1.330321347,2.573083876,bad +664.0,2.032992506,-0.480179468,-4.772270772,0.756714012,2.085005235,3.068579749,-0.796702202,bad +665.0,0.344003022,-3.483980787,1.174854844,2.756766666,1.493231386,2.49866648,1.602770371,good +666.0,0.207212043,2.500490518,-2.275704338,1.717469619,-1.179858451,-1.027585004,-0.587753816,good +667.0,-2.351351099,-0.272642068,-3.568394972,-1.63819082,-0.053723721,5.254060258,-1.244090836,bad +668.0,1.46580644,-2.775201154,0.992623546,1.50192063,-1.440469112,3.638384588,0.352908697,good +669.0,1.43294569,-0.40107082,-0.750507011,1.621511276,1.642238716,-1.87987826,2.576581178,bad +670.0,-3.199055892,-0.632078515,0.305981162,0.630721591,3.372708278,1.191213059,3.067087102,bad +671.0,2.133049796,-0.568611692,-1.162652035,0.470720751,-0.210563181,0.691633083,2.465236699,good +672.0,1.381277578,4.363065922,-2.569945288,2.139034728,-2.640239031,-0.034340364,0.242878626,good +673.0,-2.397992578,0.397427247,-1.60668706,-1.203198937,1.097206579,4.362362607,0.521519891,bad +674.0,1.592905587,0.863294435,-0.985140593,3.203193166,3.548138203,-2.897686032,2.599989695,good +675.0,1.808216215,1.631331526,-0.79490407,-0.06201757,-0.405498298,-0.316750714,0.094647216,good +676.0,0.498815017,-2.074870868,1.062057984,1.53028433,-5.713431338,-2.6299309,-1.451499763,bad +677.0,-2.926491888,0.414439088,-0.236781513,0.443611187,0.780389678,1.145604542,0.039580414,good +679.0,-0.711035314,-3.377666855,1.825954976,2.683285947,2.70647602,1.076922522,0.536212238,good +680.0,2.022035202,-0.208609112,0.211278248,0.889638888,-2.380330963,0.392699152,2.565322523,bad +681.0,-0.149388848,0.461104788,-0.235914051,2.571428342,-1.077510244,-2.123703773,1.079333971,good +682.0,-0.449584321,-0.393430335,0.021156985,-0.385498502,1.662770615,-1.282165361,0.354489011,bad +683.0,0.860698021,-3.135796408,0.690175847,2.614484791,2.159622241,-2.849914594,1.410038052,good +684.0,-3.759186089,-1.795679072,0.518903444,0.607189712,1.50000271,2.32851866,2.120352636,bad +685.0,-1.162615452,-0.301982961,-0.447139236,0.687267878,-2.007353968,0.786312444,0.44678879,bad +686.0,-4.020484414,-1.474383083,1.255979071,0.310141027,1.929849571,0.735166137,2.383936244,bad +687.0,-0.462824184,-1.15594798,2.323988761,1.441598515,1.389006823,-0.459590862,-2.261259327,good +688.0,-2.354889179,1.9288447,-0.981873033,0.434670093,-1.599872371,-1.914493597,-0.571770884,bad +689.0,-0.112701901,-0.769261644,-0.864719071,-1.117105886,2.260930306,-0.998894229,-0.125013797,good +691.0,-3.608321986,-1.341021706,-0.840675293,0.537683775,1.78557885,3.357794659,1.460762294,bad +692.0,-0.869662383,1.294127375,-0.16270057,-1.738675991,-0.204100301,1.251897627,-3.280269971,good +693.0,1.24266519,-0.751111876,-0.700876587,-1.034104041,-0.033264225,-0.610697517,-2.121538832,good +694.0,1.583973044,-1.220156964,-2.654160049,0.263113563,-0.711733235,0.484312026,-1.42480894,bad +695.0,-2.993467034,-1.352156231,-1.114300386,0.879548838,1.695973833,1.372209687,3.764854713,bad +697.0,-1.104933957,-0.043345437,0.856840165,-0.079904861,2.59354048,-0.586164893,-3.786816268,good +698.0,-0.22987707,1.138251666,-2.31249341,0.837041563,1.61910525,0.82138118,-2.463749104,good +699.0,-0.79959372,-0.501724994,2.197018238,-0.177494615,1.263451954,0.633092235,-1.501630364,good +700.0,-2.689383738,2.066926457,-1.427389313,-0.47896347,-0.531704481,2.245740992,2.0247306,bad +701.0,0.271399803,-0.434397244,-2.925265478,0.037323772,4.092310372,0.45408447,1.264206323,bad +702.0,0.795945873,-0.565885841,-3.279889656,1.522496146,1.547283844,2.023949401,-1.165522925,bad +704.0,-3.210096252,2.248710703,-0.990902516,0.460362956,2.445018079,-1.539849766,-2.760396429,good +705.0,1.802925439,-0.012751764,-0.580450036,1.464141455,-0.129531045,-0.570566006,1.348302458,good +706.0,-2.850374812,-2.757134583,0.396463921,-0.00693719,0.904780957,3.636491732,-2.251067315,bad +707.0,-0.199288647,1.212181889,-0.534498781,-0.411726336,1.231652006,-1.202446122,2.823337043,good +708.0,-1.39460024,2.187994312,-0.547832311,-1.05251812,-1.739331976,1.11600466,-2.924269341,good +709.0,0.028745728,1.186992124,0.666876228,2.193248134,-1.44054997,-3.155569478,2.405654839,bad +711.0,2.276050991,2.065994845,-0.885218791,0.732731741,-0.446584553,-2.713263024,-2.449861733,bad +713.0,-0.435185942,0.4512287,-0.984333349,0.975638058,0.365460402,0.514146469,0.553472889,bad +714.0,-3.684835015,0.591154443,2.158562671,1.38333164,2.358521534,-1.256500499,-0.464272899,good +715.0,1.117611931,1.536751806,-0.669110457,-1.093276821,-1.805122066,0.778337026,2.073017847,good +716.0,3.344186864,-2.227149535,-0.426076894,0.379436756,1.793789427,0.154166255,2.666099628,good +717.0,0.337684115,-0.412041751,-0.213399608,1.965744567,0.27289502,-1.855056957,3.658487446,bad +718.0,0.395927611,-3.8995552,1.420567824,0.871466375,-2.453601982,0.965292169,-2.152558033,bad +719.0,-1.265104584,0.330938457,0.586008292,1.727311454,0.371201965,-3.324980144,0.369160911,good +721.0,-2.9846307,-1.469843285,-0.015427769,0.089371561,4.009206464,1.125919794,2.92642631,bad +722.0,-0.720649579,-2.904340989,2.649370106,1.598382197,1.400860421,1.707681788,-0.396285908,good +723.0,1.581152669,-0.652555081,0.136983833,1.07289981,1.856107235,0.923460762,-2.343748011,good +724.0,-0.660915959,-0.443474622,1.671432856,-1.576264045,-0.472510434,1.373037521,-4.224755889,good +725.0,1.169950458,-1.371426444,-1.011931293,0.806846812,-0.302614816,0.936428538,-1.230442485,bad +726.0,-1.841877176,0.279273657,-0.107076065,1.334892707,0.044820116,0.149958592,0.174434142,bad +728.0,-0.025881076,-2.799969111,0.442402392,2.767826154,-2.158892994,-1.15023488,-2.236208646,bad +729.0,0.167621402,0.310686676,-0.670360549,1.975891897,-1.358239008,0.549871902,-3.769068269,bad +730.0,-0.374739412,-1.869798513,-1.943525306,-2.128921578,2.625058465,-0.340250337,-1.03820733,good +731.0,0.786645245,-1.188885508,-0.703423294,2.02625747,-0.164522692,2.108956451,-0.728190556,good +732.0,2.1857937,0.728142262,-3.226527878,3.844565893,-3.489782166,0.561874951,-1.506333071,good +733.0,-0.500416166,-1.898359987,3.126678492,2.563035202,2.919934022,-0.984561145,-2.318115994,good +734.0,-1.557356234,-1.846123803,2.114118329,0.362187895,1.571253465,0.623795348,-0.423856214,good +735.0,-1.252079173,0.379558653,0.630378058,0.895983698,1.815175987,0.584135752,-0.773422808,good +736.0,1.187048641,-2.198453033,-0.345532456,2.267265963,2.985937267,-2.420051282,2.009993218,good +737.0,-1.815876845,-0.040045568,0.234227803,1.089550554,2.367843489,0.97999814,0.383759484,bad +738.0,3.414941934,-0.60342316,0.665699308,-1.788599548,4.022488353,-0.29982674,3.86888573,good +739.0,-1.771100824,0.307564105,1.831174568,1.434226006,1.015248742,-0.765246239,0.480489556,bad +740.0,-2.161940963,-0.014473304,0.042407326,1.724669471,2.092702871,-0.768827347,-3.133212644,good +741.0,0.077349052,-0.171175126,-1.364395781,4.491519184,-1.127824548,-2.438635299,0.001521444,good +742.0,-3.389829188,-0.214743647,-0.019302648,-0.090579927,1.521472718,0.690230884,3.506464979,bad +743.0,0.848270123,-0.743180273,-1.524567061,1.043947841,0.51421072,1.169524813,-1.284494762,bad +744.0,0.122972101,-2.433089799,1.315823589,1.138015837,-0.401675315,0.828747696,-1.031509395,bad +745.0,-0.030019224,-0.564789264,0.84220586,-0.471203387,-1.118355565,1.548180434,-2.814401245,good +746.0,-5.240766596,-4.111889864,1.299108254,0.157964732,4.177133437,3.069097529,5.136138788,bad +747.0,0.499325953,-0.811649505,-2.149115419,-0.220934346,0.705806099,0.33147926,-1.849898792,bad +748.0,-0.419496006,-1.971827766,0.915397997,0.618480546,1.717537573,1.445815014,-3.032779136,good +749.0,0.564192064,-0.591640455,-1.294808081,2.10753591,1.470738327,-1.610299873,1.986156356,good +751.0,0.517881697,-2.57873522,-3.349119296,1.918513719,0.296203604,0.042440421,-1.504922768,good +752.0,-0.941131251,-2.017366702,0.385144928,-1.71422667,1.096906323,-1.308254734,0.459723265,good +753.0,1.402216543,-4.937309888,2.706025183,2.238135063,1.93797382,2.651331793,0.988540998,good +754.0,2.144165807,1.219872107,-3.862483891,1.987819649,-1.188190069,1.102201148,2.397487419,bad +756.0,-1.316792609,-0.193554135,-1.596090725,2.043707396,-0.252268641,0.427052368,-0.500546815,bad +757.0,-4.196919423,-1.354339065,0.969585407,2.694997845,-1.530658751,2.023067324,2.177282174,bad +758.0,0.689291859,-1.206374477,-0.370501989,2.230612096,0.982219151,1.854799828,-2.13497313,good +759.0,2.365988943,-0.40845916,-1.889352773,0.317035839,2.321174952,0.201606158,2.966694832,good +760.0,-0.302209634,-0.993247195,0.553134263,-0.016591682,0.563980159,-1.71596885,0.733549657,good +761.0,4.001401262,-3.329200407,-2.392717056,2.610137214,1.521951789,0.299683493,-0.160762434,good +762.0,-1.249399529,-1.637317461,3.791557344,-0.871272572,0.416662087,0.771730838,-0.921359724,good +763.0,-0.53152308,1.046667333,-1.63591584,0.546581746,-0.903102539,-1.00313221,-1.635295535,good +764.0,-2.814610051,-0.944456321,0.319110046,0.683216128,2.219502701,1.042943089,-1.15563525,good +765.0,0.824070525,-2.257004323,0.191330702,3.010131398,2.14432693,1.425293055,-0.905345771,good +766.0,-2.603643479,-1.032224551,0.945973408,1.522356868,2.891498007,-0.723236555,-1.065906691,good +768.0,0.831842816,-0.265103621,-2.592301126,1.024016111,-0.249262804,-0.213886285,0.660854694,bad +769.0,1.975435166,1.479167094,-1.28163655,0.094645075,2.811324265,-2.693316224,-0.471432166,bad +770.0,0.644361094,1.949245987,-0.518537193,1.210917419,-0.260259898,-1.298721749,2.620061624,good +771.0,0.955828775,-1.167741606,-0.061359841,0.967625157,2.174940621,-1.811067574,1.562067587,good +772.0,-1.881170427,-1.667603375,-0.782308335,1.454963173,1.81973469,1.448284524,2.205699038,bad +773.0,-2.098505272,-0.194447541,-0.637154192,2.859707185,-2.327216894,2.262637039,-1.33782954,bad +774.0,1.05884278,-0.079005564,-1.543831562,-0.550619715,0.442155252,0.086762188,0.317555935,good +775.0,0.566591691,-2.708646196,-3.313180518,0.663354391,1.086875939,0.33528092,-0.995586036,good +776.0,1.147448359,1.961559391,-1.586544987,2.511214433,-1.274645856,-0.784790247,1.330072744,good +777.0,0.761384554,-0.151109858,-1.59713258,2.918391318,-0.707816391,-1.398917352,-0.029111848,good +778.0,-1.1774893,-1.130156886,-0.464591893,0.870983531,-1.811329436,0.661748107,-1.131353718,bad +779.0,-2.980741437,0.101515699,3.011631798,-0.369518392,2.570251972,-0.855631662,-1.770887232,good +780.0,-0.840793436,-3.72039621,2.913149836,1.528257646,0.079635041,1.955687623,-0.539101247,good +781.0,1.081000545,-0.648706965,1.237449353,0.314275607,0.463345072,-1.691862234,2.524304064,good +782.0,-2.268585842,-1.789799965,1.445566185,1.056595714,-2.46535745,0.691889291,-0.382318078,bad +783.0,0.515237684,-1.136337349,-5.184551921,1.021673716,1.884687189,3.626036715,-0.175329442,bad +784.0,-1.540001237,-0.316826247,1.122198693,1.852148673,2.343956996,-0.032854209,0.351966322,good +785.0,-4.145439993,0.777986007,1.487350603,2.065713154,3.403159187,-2.632625896,-1.263063979,good +786.0,3.31362605,0.021769289,-0.294635627,-4.087563079,3.348488672,1.584653935,4.623162668,good +787.0,2.06547763,-2.402223572,-3.101408793,3.617004291,1.900639338,-0.941696086,-0.373300429,good +788.0,0.456051546,1.089813315,-2.015435584,1.693630623,1.399263107,0.88161806,-2.746453526,good +790.0,-0.645857932,-2.564352832,-1.615879586,0.326544852,2.884080943,1.869757024,4.325308624,bad +791.0,-2.477605551,-0.657952543,-2.094640965,1.580006074,-0.911672865,-0.419339383,-2.949443677,bad +792.0,-0.547609979,-2.547939461,-0.869051647,0.459271777,-1.291142939,1.138855808,-3.099057262,bad +793.0,-2.246946038,-0.670184669,-1.117857289,0.950289632,0.299011514,1.954981502,-0.851295192,bad +794.0,0.440484047,0.856486822,-0.27591664,5.279085234,0.014865358,-4.071384356,-1.319501638,good +795.0,0.638544397,-3.094348429,-1.503426721,2.226712912,-3.532452341,0.565242593,-2.053694418,bad +796.0,0.946640223,0.629283216,0.662392512,1.196954673,-0.71791166,-1.79707199,0.584263593,good +797.0,-1.976268309,-1.69747492,3.938755942,-0.937526951,-1.122784652,-0.043763828,-0.812285956,bad +798.0,-1.920002717,-1.921485556,0.695241953,0.390592344,-0.765199465,1.04654673,-2.087742829,bad +799.0,-1.334120096,-3.22731063,-1.231597544,1.438142252,-0.559514528,1.964592957,-3.480103771,bad +800.0,0.599557515,-2.156929712,-0.504306744,2.228544675,-1.122550916,-0.460466896,-1.604760616,bad +801.0,-0.620788061,-2.230090755,-4.083172845,-0.326026732,3.299766828,3.854242476,0.448603514,bad +802.0,-1.93944674,-0.364142368,-3.365108015,2.898543609,-3.947638432,-0.222995118,-1.498635305,good +803.0,-1.071852907,-1.496799183,-0.303022922,1.425077791,2.18307578,1.532804006,1.433817427,good +804.0,-0.276871875,-1.280344096,1.377729536,-0.607729727,-1.349679892,2.68824004,-0.058599695,good +805.0,0.374536197,-0.17120865,-0.773124611,1.456375952,-2.345211146,-0.586197257,0.120913067,good +806.0,-0.859886092,-1.247253803,-0.765135435,0.725937861,-0.97618505,0.27884569,-1.98172907,bad +807.0,0.491487594,0.099524645,0.305770324,-2.601084495,2.731338602,-0.599310619,3.451955025,good +808.0,-0.501598942,-1.556065124,-1.492657738,2.169665907,-1.260127897,-1.199729262,-0.960916549,good +809.0,1.004670265,0.086562376,-0.827722199,-0.012644899,-1.335902881,0.171168246,1.186177549,good +810.0,-1.158851732,-3.02616535,-1.553845922,0.702148656,3.310212404,2.621771964,2.840613192,bad +812.0,1.867918933,-1.525489177,-1.733019884,1.136499372,-2.357744147,0.323036097,-0.912395857,bad +814.0,0.854038155,1.08069172,-0.212660603,2.659532775,-1.821791809,-1.964684026,-1.260379857,bad +816.0,-0.273281581,-3.070515552,0.748094683,0.981393707,3.254542997,-3.18076517,1.780316712,good +817.0,0.469295728,0.645451496,0.767765675,3.453803384,-3.158562026,-2.253011654,1.010451335,good +818.0,-2.835124117,-0.303738531,0.143170742,0.701498078,1.928976962,0.235919519,-3.274083513,good +819.0,2.35342735,-2.27967331,-0.740084547,2.627467533,0.506160407,1.822820696,-1.409884405,good +820.0,-3.382308674,0.007894689,-0.473654096,3.60837466,6.098778481,-2.436304881,-3.566359317,good +821.0,0.359662874,0.860022963,-0.533276843,0.788401387,1.616287058,-0.713700147,-2.943063246,bad +822.0,0.801531124,-3.959029797,2.661273314,1.425869419,-3.065994437,-0.067518606,-1.353715891,bad +823.0,-0.712120174,1.314940544,-1.574883475,0.941322043,-0.592441001,2.410665859,3.416639346,good +824.0,1.424142624,-1.947901143,-1.708657566,-2.524045132,1.352450039,1.414486069,1.555914074,good +825.0,0.712348023,-0.588145258,-3.215423067,1.089867132,0.47536897,0.386937554,0.633750281,good +826.0,-0.0235387,1.695746742,-2.450548818,-0.261871045,-0.952682965,0.441957991,0.953241072,good +827.0,-0.564969539,0.060714672,-1.074753678,-0.024840049,-0.579623518,-1.106184981,-1.564030154,good +828.0,-0.21434986,-2.319250296,3.079069045,-0.421976554,-0.944833448,3.129955019,1.769225354,good +829.0,2.532592573,-1.339048805,-1.828441017,3.803012593,0.100342137,-0.950687173,0.735685801,good +830.0,-3.116365349,-1.324666484,1.351346126,1.691244658,2.675275745,-0.471181918,-1.990831514,good +831.0,0.427912246,1.773682052,1.236277992,-1.627970413,2.250017748,-1.973513241,2.120970261,good +832.0,-3.861955439,-0.722187565,2.712540816,0.043894313,1.100943111,0.144929021,-1.853269386,good +833.0,-0.11935875,-1.868233134,2.716261806,1.331909323,0.272557793,2.43465261,2.788116753,good +835.0,-0.245488448,-2.933223854,1.122287204,1.516149917,1.76362484,1.957459911,-1.675279484,good +836.0,-1.039686257,-0.962083511,1.12901048,2.282390472,3.534974434,-0.250887033,-0.484022389,good +837.0,2.362734075,-3.805766207,2.03760742,1.640957385,-1.59925564,-1.81641586,-2.538324231,bad +838.0,1.487181294,-1.822071356,0.81473257,0.802818958,1.933549944,-1.841884042,2.448169699,good +839.0,-2.333227356,0.789809118,-0.320618907,0.092722216,0.072852649,0.728017955,-3.47105338,good +840.0,0.824893785,-0.178435425,-0.406084364,-1.794132298,-1.537090702,3.647572905,-2.314749819,good +841.0,-3.663084494,-0.178635441,1.719192885,-0.048221143,4.262458179,0.781106779,-1.877867469,bad +842.0,2.878544937,-2.070839258,-1.835366993,2.761433941,1.987128936,-0.604237302,2.150572298,good +843.0,-0.193807072,1.279221031,-0.580563466,-0.005449535,-1.276169703,-3.592016909,2.392763422,bad +845.0,-1.55343846,0.657055442,-2.956942332,-0.160108301,1.891135484,2.784584769,-0.751640827,bad +846.0,-0.27194342,-0.762935746,1.086550385,0.753758949,0.500654985,-2.680673165,1.608708742,bad +847.0,0.123571386,-2.921409785,1.443927778,2.3997185,-0.315445298,2.83987997,-0.253866598,good +848.0,-1.09716949,1.375531166,-0.684202183,1.990823744,2.508599359,-3.885317568,0.894076504,good +849.0,-3.248587388,2.638634814,0.46550767,-0.361372738,1.424206367,-1.778394318,-3.425881972,good +850.0,0.086283871,-1.673569203,1.538388617,1.724465949,0.022025889,1.461255815,0.72019566,good +851.0,1.806404783,-2.355395033,-0.2061129,-1.210372234,2.765678772,-0.392659285,3.104922831,good +852.0,2.008702779,-3.759528956,0.801810081,2.52351482,-0.564672741,4.041460975,1.327763059,good +853.0,-0.433219304,-2.916016815,1.182532618,0.580386757,0.276184891,3.216621611,-0.81558716,good +854.0,1.476864377,-2.308493433,-0.472105788,-1.674135404,2.1078688,0.396478996,2.714357454,good +855.0,-0.32914168,-2.617138117,-1.808901507,2.471154956,-4.036115604,0.025530654,-1.633272132,good +857.0,2.150467186,-0.900114286,-3.751657343,0.59912509,-2.464789267,2.764077907,0.638395235,good +860.0,2.46407945,-1.672946025,-0.270204134,-0.060312112,-1.367106745,4.491703821,1.210290501,good +862.0,-1.073914806,-3.048915039,-0.907396817,0.684222562,3.169329989,2.61061447,2.683269381,bad +863.0,-0.54606103,-0.539811134,-0.82096586,-0.23790602,-0.559594638,2.064701664,-0.04287989,bad +864.0,-0.633836711,-0.620323598,0.373926443,1.128312738,1.585413416,1.109217091,-1.654340482,good +865.0,1.850968337,-2.905569491,-0.681102095,-1.229914623,2.891594338,-0.113403287,1.285039755,good +866.0,1.313660654,-0.240538867,-1.353445838,0.851020495,-1.349858871,0.114799055,-1.341609287,bad +867.0,0.47047684,-2.127997995,-0.509164344,-2.32409399,3.058286118,-0.48845787,0.517261001,good +868.0,-0.593083739,-0.614563467,-0.965532008,1.375837668,-0.404390723,0.632694826,-0.332070551,bad +870.0,1.578084165,0.334413995,-0.101491305,-0.522943561,-1.925671648,2.299389073,-2.572776035,good +871.0,-1.777052048,-1.072457943,1.208179544,0.556007441,3.466575436,-2.480920363,5.206389947,bad +872.0,-0.107083969,1.119342238,0.251089756,-0.090976042,-0.011057971,-2.045387737,-1.17180874,good +873.0,-0.077013144,-1.479240313,-3.473365209,0.733619204,1.418820787,2.058232828,2.829489418,bad +874.0,0.604029065,0.159728447,-0.817817097,0.364623749,1.045914587,-1.113209506,-1.243639196,bad +875.0,0.441504626,-0.578750902,-3.767359783,2.469893075,0.547227087,4.035780902,-1.692936537,bad +876.0,-1.836150855,1.633075983,0.345968096,-0.76660052,-1.283646636,1.063778691,-0.615545776,good +877.0,0.103705176,0.639170467,-1.800794279,3.311235973,-1.859794026,-1.902893789,0.625448453,bad +878.0,-2.611419982,-0.493192096,-2.293999028,-0.187564463,1.470410307,3.856738856,-1.083532988,bad +879.0,1.365953419,-1.865934764,-2.61515723,0.704463338,-2.727113289,0.28381246,-2.84060724,bad +881.0,1.868966632,-2.573740286,0.690511287,3.867121841,1.327659942,1.919372796,0.298371281,good +882.0,1.665869396,-1.351977363,-2.50718905,-1.424865139,2.417688229,-1.028009621,2.049558231,bad +884.0,1.676050627,0.084912409,-1.391431991,2.697710377,0.766977636,-1.573760873,0.495656913,good +886.0,2.38669846,1.108557014,-1.277840288,4.882421465,-1.61489057,-1.471722502,1.511514415,good +887.0,-3.482217761,-4.393686324,0.761270236,1.129801023,2.166422534,2.999227578,4.022184389,bad +888.0,-0.286679192,-1.726295289,-0.241288132,2.685789863,-1.765188865,-0.159748947,-0.490589561,bad +889.0,1.920744568,-5.59234342,3.5833868,1.617297322,0.841690416,3.208947823,1.75325013,good +891.0,2.874264692,-3.702880406,-1.704317417,3.96381078,0.090643722,-1.058041898,-2.191083585,good +892.0,-1.226355243,-1.077611973,0.726008682,2.805508746,-1.379518527,0.076257795,-0.714199104,bad +893.0,0.474937608,-1.843766141,-0.108722644,3.661634847,-1.013733601,-2.148029499,1.133950788,good +894.0,-0.111969739,-1.024187315,0.966901048,-0.692898581,1.025535771,-2.201253741,1.073826134,good +895.0,-1.347178263,3.821094043,-1.563330498,3.648971907,-2.425278302,-2.482908816,-0.153359887,good +896.0,-0.255417492,-3.7245144,-2.289936321,2.299078697,-0.806970221,-0.632365628,-1.109603654,good +897.0,-1.701201299,-0.825931857,1.35033649,-0.464458651,0.995155776,0.867103783,-3.090406634,good +898.0,-2.434181469,-2.395268733,-0.366694008,0.689192609,3.285802082,3.970508519,-0.681570939,bad +899.0,2.081552632,-3.903800493,2.628814038,3.289790388,0.304922106,2.287815754,2.600239701,good +900.0,0.459343355,-0.485814403,1.262989771,2.142451018,0.237014379,-3.065212237,3.496538098,bad +901.0,-1.065431023,0.143722638,-2.74007107,1.707320601,1.50847751,3.965112143,-2.061053621,bad +902.0,-2.142423097,1.952107472,-2.521274217,0.39862791,0.823257484,0.683039333,-3.759799863,good +903.0,2.892774871,0.900971232,-0.418609504,4.59193582,-0.46612229,-1.787328692,2.215688603,good +904.0,1.390972897,-3.280604021,-0.874736404,1.52799777,3.70972063,-1.499698377,2.564238209,good +905.0,0.121914996,-0.949051136,-2.883909254,2.798849457,-1.042559857,-0.530314421,-0.045183862,good +906.0,1.157303066,-1.667305035,-3.93396393,4.061074114,-3.066174072,-0.020476977,-1.101755862,bad +907.0,-1.424181699,-2.184957665,0.772973172,-1.203528884,0.736420181,1.820272944,-3.016466776,bad +909.0,-0.882610481,-0.064112922,-0.553560019,0.162855688,-1.123233714,1.872529539,0.922071266,bad +910.0,2.466118683,-2.925495981,0.927684636,2.071177352,1.358283471,3.139909748,2.42129939,good +911.0,-0.350124848,2.726108355,0.368016902,1.630109945,-0.456240366,-2.630265952,1.86746951,good +912.0,-0.376141097,-2.257383581,1.172807734,0.572536585,-1.032369809,2.786392233,-0.166934434,good +915.0,3.318008046,-4.747398999,2.240393389,3.5499494,-0.146626932,3.265215353,2.577473097,good +917.0,-0.886589942,-1.190352787,-0.447499168,-2.516764475,0.363910378,-0.507086241,-0.813557818,good +918.0,-0.677468458,-0.593619979,-3.458919696,-0.031201413,0.440183699,0.031564418,-1.532051498,good +920.0,0.155755892,-0.698560269,0.766754928,1.865080701,-0.28554256,0.944385629,-1.012158006,good +921.0,-0.56576727,1.342609339,-2.871666494,0.092810013,1.4688122,1.807683039,0.070887645,bad +922.0,0.087174363,-1.138952157,-1.145771569,2.806365946,2.231873757,0.459553503,-2.639978091,good +923.0,-3.265543488,-1.02756021,-2.200223918,-2.161813516,2.12343533,3.672672642,-4.382106445,bad +924.0,-1.342243145,-1.610086814,2.0057262,2.10336904,1.376180858,-0.997026635,3.489358464,bad +925.0,-1.953494882,1.458415502,-1.243689029,-0.565880003,1.07431623,0.306922814,-3.65321852,good +927.0,-0.844439361,-2.54502454,2.782870463,1.439656354,3.140890888,0.441873909,-2.189896681,good +928.0,0.076444123,-0.896610197,-1.105304552,1.389610378,0.848940578,1.532208376,-0.159626345,bad +929.0,1.399783572,1.036337966,-0.642470642,1.480019356,-0.925231097,1.131227991,-2.384086925,good +930.0,0.923694005,0.664399808,-3.141028855,3.061432051,-0.24205667,1.954008085,0.618410208,good +932.0,-2.614034085,-3.357348201,-3.308691107,-0.909421134,3.49454088,4.975883944,2.058232952,bad +933.0,-0.433820028,-0.01531881,0.143291289,0.64761814,-0.790599917,-0.710096682,-0.311928118,bad +934.0,2.913226335,-4.513222772,-1.735331568,-0.774266043,5.084390973,0.320790603,1.975611851,good +936.0,2.265607836,-1.822749797,-2.67785281,2.385820049,-4.086206823,-0.528244099,-1.135254622,bad +939.0,-1.021164842,0.662863121,-2.096623265,1.400411799,0.41917634,-1.334075686,1.128191131,good +940.0,-2.768701223,2.349618718,-3.016333594,1.136014229,1.788677723,1.474187018,0.569352532,bad +941.0,-2.244569977,-0.592443441,-1.45840545,0.615350302,-2.087305186,1.951337928,-0.491173801,bad +942.0,-1.230897717,-0.601529007,0.053188843,3.090883674,-1.049220931,-3.239572473,-0.885985558,good +944.0,-0.956779754,1.228210419,-1.283041689,1.908249778,1.377090543,-0.218279745,-0.201583219,good +945.0,-3.634499756,-1.863587999,3.858929191,-0.831101451,1.474692178,-0.038911798,-1.189820366,good +947.0,1.915855843,-0.988939958,-1.049353649,1.00480985,2.384984458,-0.827303935,2.40789327,good +948.0,-1.210806251,-0.724530015,0.834792768,-1.626050452,0.233619665,-1.569586214,1.124419217,good +949.0,0.617402041,-2.574566748,-0.564992188,2.738690879,2.320601176,-1.706674583,4.687954168,good +950.0,3.182512603,-1.23739728,-2.919525969,1.596671737,-0.688642041,1.564196836,1.525039867,good +952.0,0.234864163,0.217702559,0.347758926,0.099705734,0.73309596,0.430581455,-2.893865646,good +953.0,0.986430179,-2.754966761,2.137415253,2.135527747,1.202552665,1.500782517,-0.534094288,good +954.0,1.685933654,-4.275657713,-1.59989827,0.998565566,0.641066263,4.526599783,-1.926771608,bad +955.0,0.684001861,0.264121486,-2.775463826,0.376440041,-0.129448859,1.248313785,-0.352533686,bad +956.0,-0.582115179,-0.142370086,-0.057086135,1.164174227,-0.546289605,-0.318578669,-2.088865252,bad +957.0,1.695873018,-2.170523375,-2.490740424,1.009216164,-1.022447495,0.929089101,-1.072149163,good +959.0,0.417864594,-3.215078423,1.87922744,1.470473381,0.011738972,2.864335661,1.260253613,good +960.0,1.792871307,-3.424825557,-4.087913644,0.102560494,0.122414449,2.330756511,0.914403502,good +961.0,0.433143551,0.100089122,-2.64677244,3.006648211,-1.389106374,-1.818382161,-1.15329372,bad +962.0,-1.719885991,-1.664451776,0.446355556,1.557677191,2.120095122,0.657711473,-0.97791175,good +963.0,-3.327767295,0.457108327,3.013280476,-0.730097692,1.468226148,-0.91962328,-3.309784564,good +966.0,1.201791244,-0.362702255,-3.071230333,0.309297224,1.676927785,0.377243793,0.254979585,bad +967.0,1.85333895,1.142824223,-0.656871904,3.643154289,-1.897169018,-1.128151025,-0.923307315,bad +968.0,1.908380532,-2.776327562,-0.202382062,-0.80345759,3.120930176,-0.827356878,1.30054503,good +969.0,-2.052283115,-1.300234458,-1.013162055,1.787986279,-0.958963164,0.724756527,-1.614529778,bad +970.0,-0.473517243,-1.634346113,-0.222256073,0.870474501,-1.75799632,0.638384127,-1.312242503,bad +971.0,0.605090372,-1.545072015,-3.286126482,0.606338826,2.018061154,0.722150344,2.518539233,bad +972.0,-1.252795549,-0.273387181,0.484443403,-0.137161972,0.230824474,-2.266708339,1.01775056,good +973.0,-1.021574338,-0.5601416,-0.27518564,2.982361371,-1.099806241,-2.237719887,-1.120162817,bad +974.0,-0.569628663,-2.391954138,-1.139627424,2.66176888,3.452586212,-2.791589302,2.097802087,good +975.0,-0.977650136,-0.305415675,-1.862190559,0.18379667,3.301545454,0.72802176,2.74473663,bad +977.0,0.87446116,-0.178893497,-2.025701604,2.455903102,-1.157452996,0.54503677,0.629141468,bad +979.0,-2.662658928,-2.601674875,-0.058714493,2.154432411,0.094333623,1.553419533,4.037146399,bad +981.0,-0.340399213,-2.916425062,3.002375607,1.33568343,2.754835455,0.781658013,-1.080151306,good +982.0,-2.623636628,0.299932011,1.776975698,-0.854282032,2.2385005,0.704519482,-0.515157585,bad +983.0,4.136379887,-2.058473665,-0.124515713,-2.001654358,4.248299964,0.85035159,4.393658725,good +984.0,-2.937254991,-0.577159765,-1.106482667,0.357835954,0.913826886,2.937546728,-0.95186741,bad +985.0,-1.857783984,2.34886037,0.540231035,-0.565698323,1.609930424,-3.109112713,1.230691463,good +987.0,1.139302314,-0.180909126,-3.110081584,0.347346947,2.564799844,0.354353794,0.124899208,bad +988.0,0.417940476,-2.959687014,0.97127899,3.987537359,2.076124758,1.512889607,0.248260945,good +989.0,-3.405870573,-1.889767751,2.899311469,-1.034753666,1.434967725,0.524410184,-3.184964955,good +990.0,0.292568208,0.67748661,-1.473442827,2.477455546,-1.361697419,-0.128687406,0.004235805,bad +991.0,0.352351037,0.255225616,-0.475636421,0.207086248,0.954357604,-3.093941813,5.588124235,bad +992.0,0.548493968,0.488979079,-1.995853361,2.467900075,1.704923057,1.278586366,-0.627642994,bad +993.0,-0.658010481,1.288879594,2.79956195,-1.655043661,-0.307709566,-2.500165538,2.878142344,good +994.0,1.438107204,-1.185783247,0.48832231,1.496157199,-1.070271866,-1.111976504,1.712699274,good +995.0,0.241068536,-0.555240943,-1.832482053,0.666811231,0.753381194,-0.221876444,-2.392702312,bad +996.0,2.24325593,-4.079302046,-1.567456516,2.347822168,1.066503328,0.004403827,2.536835582,good +997.0,2.789450989,-0.350117702,-4.03219941,-0.075977127,2.11307057,0.115447409,-1.454219836,bad +999.0,-0.938877608,-0.169641689,-0.220232474,1.263677317,1.353255279,-0.144245235,1.22898763,bad +1000.0,-1.450722623,-1.873303787,-0.743177804,1.981552145,-2.092821414,1.691483862,0.784607915,bad +1001.0,-0.157271619,0.829703853,-3.27215596,1.226894151,-1.36458925,1.487907926,1.052510895,bad +1002.0,-2.82372437,-0.451234257,1.082199596,0.833982997,2.47181695,-0.821953201,-2.698721567,good +1003.0,0.48573438,-4.694670684,-1.94594246,2.022091675,0.861829748,-0.643013894,-1.414626558,good +1005.0,-2.025514845,-1.073743514,-0.56538837,-0.321394847,0.454941226,0.248735333,3.669770294,bad +1006.0,-0.936155999,0.300120045,-1.943790524,1.196775043,-1.966993862,-0.662338652,-0.651472669,good +1007.0,-0.533447689,-1.605149271,-5.715134453,3.093680856,-3.30300905,2.255091404,-1.981574246,bad +1008.0,0.617173994,-1.361685937,-2.621162853,-1.075201067,3.260811348,1.326728883,-0.805294862,bad +1009.0,-0.03651479,-0.979888239,-0.98586817,-0.241794309,4.411388366,-1.870524731,1.970783741,good +1010.0,-3.943657521,-0.792984109,0.099416637,1.245084592,2.432160572,1.616126875,4.308434418,bad +1011.0,-0.553438031,-1.485230595,1.178210805,-0.766074439,0.726136642,1.214320842,-3.315902733,good +1013.0,0.094103112,0.407294368,-0.390131643,2.530804324,-3.129980546,-0.322171308,-3.101679757,bad +1014.0,-0.530249858,0.4932471,-1.335097836,-0.053888685,0.919019732,-0.616124778,-0.461544176,bad +1015.0,2.461235858,-1.372053506,-4.432614766,3.067025691,-0.619639377,1.440307125,0.749383473,good +1017.0,1.387968335,-2.540032008,-2.849653633,1.081977146,0.342861974,1.916185582,0.62809646,bad +1018.0,1.932336419,-1.785171569,-0.050078129,0.777337381,0.09889236,2.415390834,-0.686163646,good +1019.0,0.546077805,0.454631306,2.023503567,0.251398866,-1.453233643,-1.617008997,1.220969825,bad +1020.0,0.413824406,-1.216512236,-1.41426186,-0.183651265,-0.364973015,1.292809043,-2.124795261,bad +1021.0,1.517685682,-2.032264599,-0.499675675,1.663579851,0.155139292,-0.388889416,3.793323716,good +1022.0,-2.090905422,0.400443351,-3.481023953,-0.596056624,1.387854191,4.547881416,-0.448345002,bad +1023.0,-0.52075177,-5.4137325,-1.123145153,2.982759983,0.347231924,-2.104364947,-0.426703685,good +1024.0,-0.503870437,-0.423417192,1.654682628,-1.085264511,0.079774502,-1.754534324,2.046075689,good +1026.0,-1.39487577,-2.155463832,-2.937887402,2.307469858,-0.940956308,1.328301132,-3.125420729,bad +1028.0,-0.986916637,1.650286962,-1.203166514,-0.818641787,0.463659427,0.711011385,-1.655330392,good +1029.0,-3.348767595,-2.208399624,2.573416951,1.359633989,0.872908539,0.62559797,-0.129697828,good +1030.0,1.740478996,-0.862067926,0.931082814,2.511759558,-0.072283974,1.473104628,-0.512978748,good +1031.0,-1.561235571,0.7322236,1.601120117,-1.348361715,0.455594937,0.832943932,-2.813656094,good +1032.0,0.273757481,-1.723821116,-0.376106844,0.81706123,0.992272417,-0.81916701,1.29348935,bad +1033.0,-1.552304505,-0.568828352,-0.295292327,1.015398702,2.716914618,1.537340818,1.155864135,bad +1035.0,-2.402552423,-1.466359969,1.367857819,1.768676579,4.174825511,-0.856216782,-2.661384616,good +1037.0,-0.711822187,-1.114416631,-1.332153755,0.660113656,1.309089973,0.159041994,2.070395901,bad +1038.0,-0.068213576,-1.511633664,-2.028504963,0.291905325,1.6544272,0.577521866,2.518374081,bad +1039.0,2.122771463,-4.2298476,-0.238536396,2.112481718,2.865717277,-1.347609951,2.653468431,good +1040.0,1.579824972,1.523021713,-0.127712628,-0.525103809,-1.529871694,0.02706922,1.403521232,good +1041.0,-2.055776172,-3.355322872,3.554301882,0.904296776,2.368481362,0.393883593,-0.083337968,good +1042.0,0.148672211,-1.497965097,-0.314322424,-0.840648179,3.563195109,-1.603538799,1.791805414,good +1044.0,0.519059098,-0.755125534,-2.987656953,-0.588860684,4.108543179,0.85376161,1.090284676,bad +1046.0,-2.599597125,1.553562558,-0.300748064,-0.057386471,2.26118425,-1.291584107,-4.43408316,good +1047.0,2.222226794,-1.458008096,-1.286354202,1.479970603,0.344612352,-0.099295037,1.501562875,good +1048.0,-0.301200647,-1.574805634,0.391781151,1.160507964,-1.479410851,0.480208358,-0.591156761,bad +1050.0,-1.623852628,-3.772115711,-1.24128281,3.85791495,0.248019146,-2.940423263,-0.756159031,good +1051.0,2.019954774,-1.486366025,-2.331938565,-0.396322896,0.012627897,-0.275645335,0.019333986,bad +1052.0,-1.976684469,1.463371346,-0.540581845,-0.010424667,2.222218252,-0.566456435,-3.780843258,good +1053.0,-1.157606857,-1.263104355,-1.680959385,0.733119419,0.186830464,1.200394976,-0.24299231,bad +1054.0,1.512469423,-3.011296241,-1.714573448,3.716475757,3.471412992,-2.31863619,1.048440252,good +1055.0,-0.407202953,-1.17341051,1.736201949,1.519927897,1.629251428,0.056597688,-0.483888959,good +1056.0,-0.504181355,-1.496259848,-3.322178632,0.79911341,0.383919832,2.278242154,0.991549395,bad +1057.0,0.754979278,-2.540220866,-0.914930795,2.154751853,-1.785374739,0.906782499,-1.272654789,bad +1058.0,-2.085929594,1.273998239,-0.910668571,1.510734773,4.98885815,-2.112235738,-4.085738692,good +1059.0,-1.415348146,-2.333860279,-1.910492876,0.705609026,0.752091172,3.442235101,-2.304147763,bad +1060.0,-1.99640797,1.145121367,-0.822238626,2.407963638,3.783584355,-1.123365677,-1.519371671,good +1061.0,-0.609625194,-1.747734107,0.944680078,2.448034821,-0.397477816,1.177330947,1.83775147,good +1062.0,2.223308592,-0.231448933,-5.853566037,2.016113493,0.486770325,5.022646374,-4.868417376,bad +1063.0,0.507344329,0.598105312,-3.309425627,2.302681402,0.307121113,2.129057473,1.931514995,bad +1066.0,0.265300999,0.420142553,-1.408401769,2.471707423,-0.617136781,0.424931093,1.236271681,bad +1067.0,-1.317804004,-0.962762291,3.439200728,2.16521573,-0.762704335,-1.984480772,0.640408505,bad +1068.0,0.967456166,-0.684380037,-0.394760141,1.394212842,0.678412395,-1.845711216,-0.429658576,good +1070.0,-1.234563407,-1.119283521,-1.307462544,0.970481743,-0.35143782,2.788417932,0.032870604,bad +1071.0,1.668865185,-3.592426551,-2.907858606,1.598578125,-0.849828113,0.752074557,-1.660211588,good +1072.0,-1.333970425,-2.241195081,-0.754421939,2.188073826,-1.088462224,-2.193255344,-1.288854244,good +1073.0,-0.124904692,-2.291856932,0.954402632,1.012762494,-0.670690173,2.147549701,-1.419024768,good +1074.0,-3.646451688,-0.239610588,-0.306737877,-0.662168096,-1.193714145,2.504408406,-0.625379668,bad +1075.0,0.721002304,-4.17669592,-1.533717524,2.52465366,0.407213285,-0.957449926,0.060613779,good +1076.0,-0.272869095,0.791424316,-0.031585559,1.653892902,0.041974563,0.374244352,2.264292465,bad +1077.0,-0.500882202,-2.066469763,-1.494614797,-0.033315164,3.390474702,0.738247821,3.230441357,bad +1078.0,-1.378428696,-1.09546502,1.552838408,2.133737198,1.706409118,-0.140609612,-1.429723526,good +1079.0,1.175254612,-2.023453658,-0.608436062,2.111248983,1.579690415,-1.604498657,2.068649561,good +1080.0,0.849857355,-2.721716593,1.01004216,4.379728712,1.998341247,1.549144835,0.340346714,good +1081.0,-2.22972161,-0.002755255,-0.391042727,3.111569721,-1.026054417,-3.98148506,-2.983107289,good +1082.0,-0.87937289,-0.412428796,2.142780545,-0.246345198,0.6530814,0.298231842,-0.549825346,good +1083.0,1.084181135,2.448842938,-0.832397859,-0.261020423,-0.718777168,-0.574946573,-0.932228278,good +1084.0,0.594408142,-3.380675888,-0.87782443,0.332210609,-0.773051227,0.042164754,0.168699111,good +1085.0,2.111309216,-0.363700268,-3.46298717,-0.805192071,1.548965449,-0.238817254,-0.711558086,bad +1087.0,-1.583842619,-3.11319103,-2.016749975,0.832117879,-0.852942432,-0.625209532,-0.758572586,good +1088.0,-4.852723928,-2.163696895,0.058805313,0.269536858,2.206636959,3.338506751,3.364612329,bad +1090.0,-1.378022157,1.90702285,1.20275617,-2.17723267,-1.450805887,1.139070715,-1.626797333,good +1092.0,-2.083041788,-0.680601963,-0.7388873,2.170800799,0.619500365,1.86624271,-0.467479407,bad +1093.0,2.322444287,-4.279499427,-0.097545625,-1.533767455,-4.078670325,1.010903231,-4.37221972,bad +1094.0,-2.072957322,0.296003477,-1.83345656,1.545678983,0.502811427,2.398902712,0.960135336,bad +1097.0,1.696529292,-0.941786609,-0.008746545,2.531215512,-1.160225776,-1.001939914,1.820526057,good +1098.0,3.602229864,-1.657558451,-0.607623597,2.03462981,4.056210464,-1.129443865,4.125265455,good +1099.0,2.583458053,0.936204558,-1.431337674,3.428370819,3.01390711,-2.269795546,1.815548893,good +1100.0,-1.639128331,0.021700516,-1.885064695,-0.413210631,0.059471927,1.731655029,-1.437493738,bad +1101.0,0.28872339,-3.269042611,1.798890804,1.847310655,0.293245569,3.092944123,2.219890486,good +1102.0,-2.398080479,-0.807957409,1.91126588,1.566913576,0.06873932,0.137307426,0.277447319,bad +1103.0,-2.402892717,-2.019973119,-2.540682943,0.670432423,0.182995281,2.845023369,-3.534843901,bad +1104.0,-0.494747502,0.804189688,0.324040516,0.966438874,-1.883191199,-1.003225751,1.268758457,bad +1105.0,0.825969108,-0.792048053,-0.502043042,-0.562489375,0.721549216,-0.098617443,2.836815744,good +1106.0,2.088598751,-2.478096235,0.744339978,1.949369466,-0.066606419,2.452352867,-1.428508854,good +1107.0,-2.317370986,2.509942419,0.074740167,-0.425841945,1.489981496,-0.999539834,-1.873596372,good +1108.0,2.728652926,-2.738928313,-4.569206033,3.429014767,2.388080129,0.534863996,0.445759947,good +1109.0,0.778994359,-0.637063547,0.730897764,-0.062357364,1.016756745,-1.478821657,2.548896236,good +1110.0,-5.975032091,-0.829742604,5.538864978,2.010827044,1.415674551,-0.997706375,5.416040003,bad +1111.0,0.499919652,-0.642336781,-0.8863567,-0.710935404,-0.794483055,0.073186825,-0.021881716,good +1112.0,1.927579162,-0.070994754,-1.837783823,1.706161991,-2.198908859,0.443219562,-0.166238213,good +1113.0,-1.384912999,-2.295848488,-1.561330379,0.156975016,3.616023379,1.877152522,1.876060595,bad +1114.0,2.449576793,1.373389117,-0.222664256,2.736058751,-0.286664276,-1.377858784,2.35380814,good +1115.0,-2.361152461,-1.056803639,-0.478045687,-0.022595107,0.122593363,2.110887484,-1.569037068,bad +1116.0,-1.575929644,-1.184093819,2.651744599,-0.742934134,-1.851140846,1.993245316,1.602278558,good +1117.0,-4.498233887,3.598690425,-0.510057508,-1.404001423,0.995025521,-1.035168565,-4.525029897,good +1118.0,-0.155023844,-1.901167356,2.615143915,1.091245248,1.642629141,0.378677135,-1.705311656,good +1119.0,-3.730617456,0.733581791,0.374005659,1.032236238,3.309976486,-1.620151548,-4.969911363,good +1120.0,0.38324912,0.379942971,-2.241083058,2.900525971,4.191639215,-2.859764021,0.192862807,good +1121.0,2.687877436,-4.220816518,-1.915557151,1.838030502,0.659535712,0.193476694,-1.219137533,good +1122.0,-1.240914396,-1.258017335,-1.637557706,0.486522272,3.515193044,1.669933881,1.96329495,bad +1123.0,-1.97530185,0.148919043,-2.065254398,0.971761931,1.009978356,-1.996483744,-1.310787649,good +1124.0,-4.84440481,-1.635109497,1.935689924,-1.317277191,0.573537376,1.535545214,-3.416156974,bad +1126.0,-0.012767581,-1.84302722,0.336217951,1.946008032,0.272622813,0.597072678,-0.771769254,bad +1127.0,-0.819889002,-2.35346329,2.606042575,0.15499087,1.299494552,1.211605631,-2.830885051,good +1128.0,-1.026338398,-0.071890632,-1.448020317,-0.333519852,1.673629351,3.022588193,-0.325436857,bad +1129.0,-0.02014636,0.690641911,-1.930558022,1.778430468,0.024479785,1.926125704,-2.305923979,bad +1130.0,1.203124977,-1.887092813,-2.551971029,1.080266556,3.499233357,-0.427476892,2.928774852,good +1131.0,0.432693567,-4.792885509,0.860420309,1.658356002,-1.372831379,-0.596495213,-5.056589969,bad +1133.0,-1.194072842,-1.709236632,1.531268362,0.915136696,0.293435404,0.088832438,-1.294135499,bad +1134.0,-0.633935976,-1.643720896,-0.635279622,1.425874063,-2.043850984,0.443625414,-1.227993857,bad +1135.0,2.77831595,-0.401484536,-2.266670106,2.092095265,2.563267927,-0.756643897,0.098645604,good +1136.0,-0.013717782,-0.116183901,-0.866420466,0.558549006,0.380898411,2.564543574,-0.214724499,good +1137.0,-1.383927423,-0.930352548,1.211821559,0.166008503,1.203458702,0.746357112,-0.761850508,good +1138.0,-2.4691398,-0.795279218,1.931252852,3.513257988,-1.470258015,1.327658116,-1.192430581,bad +1139.0,-1.233413202,0.64103924,0.936459069,-0.551161348,-1.82710165,2.047326882,-0.171433286,good +1141.0,-2.375613934,-1.040194121,0.867260144,1.0911524,1.473156448,1.435684985,0.244738583,bad +1142.0,0.773108074,-3.642106501,0.778034842,-0.989159676,4.430591543,-1.726814878,3.050600945,good +1143.0,1.328124075,-0.4626992,-1.784055885,0.334618482,1.599624155,1.023210474,-1.745919587,bad +1144.0,-1.215310565,-0.988645286,1.48422958,1.117431705,0.176302288,0.973651068,-0.2553206,good +1145.0,1.681674893,-1.712904271,-1.282321841,1.768737676,0.038297527,-0.936565942,2.821766372,bad +1147.0,4.264394965,-2.038458624,-3.292643859,2.143563544,2.024295718,1.166679045,1.657770128,good +1148.0,3.263620871,-2.120195132,-1.687950227,1.53192175,1.758370948,0.047135163,0.776321633,good +1149.0,1.079383302,-1.350370629,-0.914098462,0.044371605,2.778970266,-1.161796435,2.006451575,good +1150.0,1.819744396,-1.174085697,-2.772288021,-0.039636225,-1.437848024,1.64881056,-1.098696642,good +1151.0,-2.852332903,-0.297597329,2.1913475,-0.62120734,-1.756340087,1.390835607,0.716829312,good +1152.0,1.250977228,-4.182937814,1.225434692,0.361952327,-3.253542718,0.525503493,-2.60312352,bad +1153.0,-2.154830114,-1.79358716,-1.102180638,-0.218416918,-1.245245873,2.202829379,-2.612310691,bad +1155.0,-2.771410565,-1.084593023,-1.723839233,1.382400517,0.189274049,3.654687122,0.308340666,bad +1156.0,0.201485353,-0.964008331,-0.827369894,1.024786583,-2.597411907,1.525534299,0.86478663,bad +1157.0,0.107725382,1.736155689,-0.756676824,0.161797373,-1.477467932,1.782699508,0.579767371,good +1158.0,0.024337754,-2.21590944,1.309567963,1.569842589,-2.798334523,-1.290025102,-1.231201967,bad +1159.0,0.494946241,-1.53767335,-0.202694735,1.305193953,-1.376384378,1.4512799,0.825066953,bad +1160.0,1.601266871,-0.984489123,0.529442031,1.660762357,-0.875868318,0.767274275,1.895399271,bad +1161.0,-0.854419598,0.216672266,0.783628193,-0.093935613,1.778851464,-2.469490388,2.544447652,bad +1162.0,2.779673126,-1.913361054,-1.15808634,1.897358876,1.109105299,-0.557879795,0.801162074,good +1165.0,-0.791566524,-0.472792896,1.087454147,-1.489113488,-1.467248606,3.520586893,2.135494154,good +1167.0,-0.9224065,-2.287546768,2.111653203,0.852655504,0.456668196,2.057953256,1.561895451,good +1168.0,3.951103956,-0.041957142,-5.216879161,-0.823365221,1.582149647,-0.824403812,1.338036233,bad +1169.0,0.661481765,-0.172530044,-1.292935242,2.287007246,-1.045618656,-1.026659225,0.461086978,good +1170.0,-3.42702015,-1.288880547,-1.151082989,0.017909233,-0.329816434,3.943561318,-1.146541689,bad +1171.0,-2.177589268,1.45974461,1.833740912,3.119198952,-1.906023301,-4.281311684,1.689841773,good +1172.0,-2.480182814,-1.328741336,0.882916528,3.432893611,0.627784758,0.523801474,2.035405642,good +1173.0,0.829707742,-1.060489829,-4.084788164,-1.225554288,3.740484998,2.823865241,-1.932296411,bad +1174.0,-2.430002066,-1.181757258,-2.519678728,-0.753670218,-0.79875823,3.182403786,-2.763581118,bad +1176.0,-0.910043088,0.345996079,1.561931859,1.747125436,0.390026128,-0.38600519,1.552371873,bad +1177.0,-2.123387247,-1.689084779,2.824587542,-1.330052936,0.955951345,0.772548294,-4.125685106,good +1178.0,1.432987534,-2.726885322,0.729770909,2.165785931,0.951947386,2.924848867,0.366164489,good +1179.0,0.630582669,1.499173573,-2.00808476,1.857578018,-1.192890569,-1.299939429,1.019526009,bad +1180.0,0.605335244,-0.354981746,-1.014710203,0.604299147,0.896362393,1.787343515,0.298523531,bad +1181.0,0.867926694,-3.132131769,0.233071325,1.268547086,1.613139257,-1.994739755,1.101818513,good +1182.0,2.355510963,-2.571989098,0.978477445,1.907328173,-0.742186356,2.941429502,-1.138202266,good +1183.0,1.176587299,2.578443532,-1.924189345,4.26967695,-0.850471194,-1.79906129,0.583067518,good +1184.0,-2.303770321,1.878451438,-0.44679623,0.322724266,1.171032321,-0.821400531,-2.674506672,good +1185.0,-1.722888383,-1.183176285,-1.890238411,-1.060362134,1.848864083,5.201605451,-1.12185085,bad +1186.0,0.849494925,-0.231710566,0.936645736,-0.873354652,2.426435683,-1.888175042,2.810348673,good +1187.0,-0.89431681,-0.988589157,-0.378440325,2.905808296,-3.118098132,1.268984967,-0.584857573,bad +1188.0,3.489910334,-3.710016895,-3.244492331,2.480136238,0.061552336,1.494731717,-0.436040062,good +1189.0,1.102580575,-2.189710044,-1.318489941,1.908254535,-3.674467564,0.095646161,-1.164808614,bad +1190.0,3.30525532,-0.365827922,-5.150419025,-0.881562286,4.545103503,-0.283234995,1.472263329,bad +1191.0,-2.9184276,-1.996235656,-0.965561773,1.03958601,2.498588583,2.750874958,2.545422919,bad +1192.0,1.992301632,-1.20986274,-3.084440351,1.114768544,-0.131166655,0.804791626,-1.071621924,bad +1195.0,-4.323395557,-0.480858513,3.111942091,2.471990253,-1.279932727,-0.833375565,5.529057165,bad +1196.0,-0.420469081,-1.279853687,-0.294858213,1.255445098,0.007914302,2.217460883,0.438022588,bad +1197.0,-1.126977102,1.051732995,0.151848734,-0.11075039,2.062631605,-1.205619395,-5.049826951,good +1198.0,1.858872886,1.733860347,0.158523633,1.245014642,-1.411167919,-1.161292075,0.836379512,good +1199.0,1.030414366,-0.383283703,-0.315503512,3.765261047,-0.70765035,-1.176687564,1.632220274,bad +1200.0,-3.523716271,-2.087445386,-1.241617655,0.305846551,-0.081689252,1.571104344,-4.438979897,bad +1201.0,2.635308084,-2.320476019,0.011427352,-1.643482926,5.269197058,-0.885595685,2.965505402,good +1203.0,-1.328020928,-3.509870459,1.180194689,1.844718905,-2.361462229,-0.453975743,-3.13052801,bad +1204.0,-1.423881415,-1.866378319,1.357553122,1.830047321,3.360871926,-0.07231072,-2.371781666,good +1205.0,-2.946805148,2.161907387,-2.605573593,-0.96484062,-0.017982747,3.267219496,1.304226459,bad +1206.0,1.651094485,0.265407463,-2.468423582,0.170139328,4.078708088,0.413490811,-1.13105906,bad +1207.0,1.078988835,1.748098959,-0.46744579,0.973976182,-1.772851599,-0.541926568,1.224430811,good +1208.0,2.812213006,-1.697845913,-0.118127967,2.586678846,-0.564402475,1.576938257,-0.7445219,good +1209.0,-1.87053341,-1.335990399,0.277939832,1.899510215,2.509132421,0.414078546,0.244161158,good +1210.0,-0.016624055,0.380198042,-1.510938372,1.756055388,1.646458161,2.25479157,1.906740297,bad +1211.0,-3.059858261,-1.133093422,2.58719443,-0.501808301,1.687013732,0.536824052,-1.396166003,good +1212.0,-1.973276897,-3.830499332,5.612644416,2.101756234,2.53470734,0.223946461,1.643451555,good +1213.0,-4.081602285,-0.571111907,2.917172959,1.227117413,0.490337364,-0.498688469,2.7095919,bad +1215.0,-3.776619209,1.224557653,-2.385297844,1.195891872,-0.389270958,1.615041983,0.149826546,bad +1216.0,1.71842717,-1.920208606,-0.108801514,1.29516895,2.473607418,-1.307853629,3.637884115,good +1218.0,2.960961276,-4.550052075,-2.840140176,1.502720079,3.757409404,0.12866682,0.673818582,good +1219.0,-0.90151318,-1.116781544,1.616775457,-0.003374991,0.872161771,1.616469557,-0.213484699,good +1220.0,-1.731713371,-2.932460947,-0.751454229,-0.407008277,0.649982563,-1.157635949,0.635916325,good +1221.0,-1.380462942,-0.521432155,3.335713228,0.143991116,2.513751413,-0.466678528,-0.030533085,bad +1222.0,0.184781986,-3.970656444,3.020796847,0.147700876,0.071198093,2.991972655,0.673504733,good +1223.0,1.348680321,-0.733837122,1.389230281,-0.467377313,4.523724218,-2.426100222,3.618673557,good +1224.0,0.142194958,-2.816123497,-3.161171671,1.18767185,-0.35290461,0.261584695,-2.589597715,good +1225.0,-0.672324516,-0.929959678,1.396176722,1.679202161,0.345571559,1.927739046,1.436965362,good +1228.0,1.127844829,-2.29010015,-2.121897035,3.136958164,0.168732202,-0.872945837,0.364630565,good +1229.0,0.694747655,0.605128177,-0.362320625,1.889233623,-0.55032701,-1.137562821,-0.533024496,bad +1230.0,-0.039847297,-1.506390608,-1.037178214,2.138903709,-0.59518207,-1.299815262,-2.734030154,bad +1232.0,-3.086025191,-1.985625219,-0.527285803,0.978989219,2.205030798,1.298361016,6.17198647,bad +1233.0,-1.222419169,-1.389613283,-1.322684748,1.737928792,-2.17578276,-0.06418278,-1.826704357,bad +1234.0,-0.799312628,-0.027818577,0.81234786,1.755904601,-0.785578577,-0.924556249,0.449868274,bad +1235.0,0.573690472,-0.240441492,-4.039749149,2.889477781,-1.155237455,1.700776918,0.822411546,bad +1236.0,0.585948605,-1.273267029,-2.430298051,1.804789437,-2.513941876,0.562883778,-1.074677266,bad +1237.0,0.955259491,-3.638161922,-0.728256885,0.326914849,0.456008142,-0.581192941,-0.969689707,good +1238.0,-2.601054797,-1.696679966,-4.184230513,1.085641003,-1.326777191,2.323449897,-4.368247677,bad +1239.0,0.571189234,-1.670900685,-1.162681144,2.191042685,-3.082068149,0.676342374,0.270877363,bad +1240.0,0.025455217,-1.54019034,-0.710575589,0.61069912,2.310255187,0.351229233,0.671572499,good +1241.0,0.699298705,-0.565163514,-1.660427309,3.076135075,0.28494071,-1.619175289,-0.0287965,good +1243.0,-0.276731342,-2.278335701,1.073350347,1.18530113,-2.921572425,-1.269544591,-0.032305611,good +1244.0,-2.134249264,-4.316107365,3.24381243,1.289540401,1.392813726,1.418498995,-0.393146676,good +1245.0,0.457311446,-3.74091318,3.264172519,3.425624286,-3.96250598,-2.85353773,-1.0020498,bad +1246.0,1.920036138,-1.658976355,-0.231717694,0.953702873,5.246967751,-2.351152919,2.810378257,good +1247.0,-0.376061069,-0.944397578,-0.505210183,0.504845193,1.79934464,-0.212706483,0.624139036,bad +1248.0,0.014502253,-3.911690589,4.235478098,-0.434868544,0.021195236,2.601020476,-1.29448487,good +1249.0,-2.29930865,-0.674636026,0.805734709,-0.011554556,2.18802411,-2.034407782,5.373434788,bad +1250.0,0.846645044,0.866248542,0.45497614,1.214594308,0.765609817,-2.128012833,2.667098506,good +1251.0,-0.989788471,-2.00410858,-0.191572858,1.606390708,-0.656043959,1.416971889,0.094211038,bad +1252.0,-1.691573425,-1.014614988,-0.378872518,0.986936338,1.369918879,0.746316259,1.869629941,bad +1253.0,1.977540726,-1.432926526,-3.766163787,1.903690226,0.919996814,0.501795105,-0.454867529,good +1254.0,-1.875792192,-1.548049772,2.174160765,2.340987516,2.14939783,-0.060246477,0.537010434,good +1255.0,-1.081854865,-0.947188196,-2.298294004,1.038945013,0.809239359,2.077008059,-1.422775542,bad +1256.0,1.718534577,-1.715347991,-2.596480579,2.76686464,-1.234374329,1.657831689,-0.476545377,bad +1257.0,2.186548032,-1.287817093,-1.429862242,2.634869991,-4.210847414,-2.801756926,-1.218056239,bad +1258.0,-0.08325034,1.301996952,-0.898784538,2.049603751,-0.783071377,0.722670661,-4.496095477,bad +1259.0,1.356587075,0.447687407,-1.530451211,0.037369336,-1.506976123,2.684936231,-3.532915159,good +1260.0,-0.350767863,2.516610427,-3.492288975,0.308696197,0.166494573,1.796717253,-1.046069507,good +1261.0,1.268523832,0.161453626,-2.579152194,1.978972953,0.842068738,-0.609096373,0.625345629,good +1262.0,1.903819259,-0.458505471,-0.35203699,-2.088434066,4.748125152,-0.799091855,2.377949333,good +1263.0,0.86125944,-2.129218232,-3.909384059,0.060337202,1.427026237,2.427698275,-0.297336319,bad +1264.0,-3.002992312,0.326187401,2.896864953,1.361348516,2.667803878,-1.389377271,-1.737783398,good +1265.0,2.186339974,-3.293704363,1.588691737,1.505508212,3.936304874,-3.002240753,2.657543409,good +1266.0,-2.010945208,-1.426565514,-2.334610277,1.302376408,0.142686651,3.922958823,0.01769468,bad +1267.0,-0.817709484,-1.493044393,-0.343388062,1.580791124,-0.307708905,-0.14388867,2.023841607,bad +1268.0,-0.736699243,-1.878103249,-0.918754219,1.222057173,2.157160544,-2.43248901,-0.841695386,good +1269.0,-1.944559537,0.635648398,-3.930909518,0.158372627,-1.25891549,3.181640717,-0.226509407,bad +1270.0,-0.901584956,-1.320374539,2.42914669,0.130710036,0.810648537,-0.136342238,-0.931903755,bad +1271.0,-3.786768158,0.531810496,-0.384473904,-0.647376,0.056736114,0.723116835,-1.636582685,bad +1272.0,-2.213827189,0.49830037,1.216114112,3.84968622,-0.013403914,-4.851519233,2.153440221,good +1273.0,-0.484936955,-1.15217196,-1.85051914,0.470777863,2.278608368,-0.084837015,2.909939244,bad +1274.0,-2.441313809,0.394177372,-1.313530173,0.706609827,3.522472877,2.946627666,0.17209792,bad +1275.0,-2.51319338,-0.999477062,-1.394239006,-0.22221277,0.13686775,2.893986979,-1.789660235,bad +1276.0,-1.217368234,-0.611835413,0.035170657,2.173632472,2.778802566,0.254820799,2.697917877,bad +1277.0,0.658433094,-4.707898013,3.752267343,2.719399319,1.210549273,2.382507534,2.008429932,good +1278.0,-0.154440024,0.842672891,-1.567003646,-0.452674581,-0.722141599,0.352868161,1.622793192,good +1279.0,2.139997149,-4.762105051,2.830566284,0.964477839,-0.337347784,3.123964702,-1.466012486,good +1280.0,-0.660387288,-1.101667994,-1.401335723,0.351719152,2.04248905,0.383163432,3.380683335,bad +1282.0,0.274733331,0.92379833,-1.629881401,1.265938106,-1.537372506,-0.440889054,0.038680032,good +1283.0,2.594520508,-4.535126756,0.908736404,5.559758976,2.374529756,2.393039986,2.030695991,good +1284.0,3.050894999,-0.239950825,-4.619169474,-0.507196577,1.611425521,0.707381755,-1.964058807,bad +1285.0,-1.169834796,-1.054397188,-2.571268393,-0.645487584,-1.24591269,0.890230256,-3.801992201,good +1286.0,0.039004099,-2.903122082,-3.513414258,1.225970796,3.442894611,4.493856241,0.437557417,bad +1287.0,-3.390552063,-0.499184306,1.340704596,1.46609956,1.971038411,0.353401079,2.294602509,bad +1288.0,3.283619299,-4.398594315,-3.471188231,1.174297948,-0.683198208,2.026591782,-2.549854264,good +1290.0,-1.162631368,-3.757613934,1.442476318,1.019868509,-0.858454265,2.219405581,-1.695979688,bad +1291.0,0.670873929,-3.621538116,2.77849514,1.817759679,1.166009403,1.895061257,0.323823432,good +1292.0,-0.012012285,-0.23876556,-1.907742819,0.542722359,0.144425412,0.135982506,-0.396177027,bad +1293.0,-2.011664555,-1.083072712,-0.884584829,-0.503274564,1.822839064,1.703647814,0.285889667,bad +1294.0,-1.697843453,-1.791843659,-1.332839748,0.106406444,0.585903916,2.301834988,-2.856913601,bad +1295.0,-3.623725614,-1.644889165,3.326589096,-0.022212803,0.692019102,-0.195724178,-2.170958563,good +1296.0,-0.837544948,-0.331564762,-1.161219893,2.860077752,1.080275,0.594708167,0.112949559,good +1297.0,0.452409766,-3.783231608,2.45141926,2.415297752,0.515930393,2.484613586,1.765241847,good +1298.0,-1.994174886,0.288780681,1.145541008,1.17567174,2.813397603,-1.167706275,-3.436671787,good +1299.0,-1.900971954,-2.560957529,-3.748122417,0.978779854,-0.658643454,2.998647147,-4.198145677,bad +1300.0,-1.231843963,-1.3908781,2.045826422,0.262298346,0.634313716,1.480869526,-2.51282819,good +1302.0,-2.134748761,0.93988232,-4.204098084,0.656406461,-0.221758905,3.095296291,-0.090021116,bad +1303.0,-0.7939203,-1.077424572,-2.227394194,0.892811004,1.163745333,1.832566181,0.329233019,bad +1304.0,0.167979347,-1.889034675,-0.22405008,2.781830694,1.467890887,-2.79639262,0.485986304,good +1305.0,-4.772980861,0.872814889,4.008526488,3.183734517,-1.402376247,-1.918002631,2.771449533,bad +1306.0,-3.1784092,-1.02202272,0.753389705,1.323168981,-1.118246862,0.701024097,1.762176077,bad +1307.0,-2.388876578,0.781842815,0.748192686,-0.198102163,0.930344776,-0.628333249,-1.833064431,good +1309.0,-2.027306782,-0.164734466,1.382892711,0.497751845,0.962078448,0.296425678,0.016585265,good +1310.0,-0.014043122,-2.205075892,-0.552342893,0.805807701,-1.712713095,0.735389609,-2.192343114,bad +1312.0,1.529316672,-1.159577348,-2.957996344,2.107888129,-2.584863451,0.857279411,-1.074466736,good +1313.0,-2.232346534,-3.122776695,-0.050881384,1.844093064,-1.606846371,1.514639958,-2.556006369,bad +1315.0,-1.234059761,-1.139762237,0.631696853,1.230944744,0.72725465,1.247308426,-1.097949458,good +1316.0,1.103704396,-4.586476712,3.405310455,3.269742436,0.208975275,2.869315,4.334399653,good +1317.0,3.014388264,-4.78493703,1.668157334,2.510524843,-1.164814113,4.16772354,2.005504657,bad +1319.0,0.302594477,-1.757761893,-3.601486744,0.629714442,0.566145286,2.89283063,-1.485660777,bad +1320.0,-0.647326963,-0.64468665,-0.690439106,0.245216164,2.864539564,-0.865274964,2.474673276,bad +1321.0,-1.089622932,-2.942217471,0.077517814,1.548462922,-1.717317745,1.522587979,-1.852173203,bad +1322.0,-0.789395132,-0.504416755,0.457129277,1.882858969,1.164866352,-0.042112909,0.903033551,bad +1323.0,-0.2439256,-1.603227712,-1.052491828,0.951396712,1.634180268,-1.730972441,1.041804277,good +1324.0,0.629956933,0.855606579,-1.274190231,0.353618557,0.396443633,-0.204333623,0.17363913,bad +1325.0,-0.082982561,1.373660198,-1.091739168,-0.640550402,0.976091712,0.854332308,-3.776445756,good +1327.0,2.536514596,-2.35282862,-0.203899429,0.651133535,-1.200811233,4.318720893,0.582127057,good +1328.0,1.096152189,-0.615714494,-5.555187967,3.217400449,-0.749667555,2.274724642,-0.20004532,bad +1329.0,-0.06247884,-1.271620546,-1.614192274,4.550573717,-2.929723144,-1.311799945,0.123584465,bad +1330.0,0.640770677,-0.811545361,-2.540001339,1.624781008,-1.645219237,0.406578147,-0.932557413,bad +1331.0,0.400189099,-2.281646442,-2.345266329,3.601868332,-3.313734201,0.169358909,-1.078644834,bad +1333.0,-2.407744705,-1.345064529,-0.981457993,1.392780524,-3.097260053,0.79904515,-1.413630612,bad +1334.0,-0.247331687,0.114349188,-1.10519111,-0.275037189,2.531287055,-1.435599516,1.436344794,bad +1335.0,2.537192398,-3.907692055,-2.410927885,2.584752043,0.219218446,0.455337642,0.873307948,good +1337.0,1.036466443,-1.128941571,0.954493112,-0.068610955,-2.473794792,3.769039405,-0.466357237,good +1338.0,-2.385352947,-2.36724487,-1.600529747,1.851128593,1.759377024,1.508037366,-3.873112715,bad +1339.0,0.612499007,-3.35327247,-0.63600578,1.037674781,1.838078909,-1.629854576,-0.08899782,good +1340.0,0.862279796,-1.644646864,0.202496281,1.099122206,-0.818239551,3.290144727,-0.3815496,good +1341.0,2.181629694,-3.755985414,0.043770807,0.013851576,4.854058748,-0.71888223,4.67363368,good +1342.0,-0.257279469,-0.002860688,-2.370344895,-1.454967184,1.522914481,3.645910077,-0.76858734,bad +1343.0,-1.581262212,0.391676863,0.22747286,-1.600397362,-0.20228255,2.069619323,-2.057901543,good +1344.0,-1.298299673,-1.731139248,-0.191271193,1.337339847,-2.274625175,-1.749286099,-3.320012571,bad +1345.0,-1.432668501,-1.698882762,2.420699963,0.884041736,1.589184628,0.217965287,-0.600943284,good +1346.0,1.831239457,-1.393026634,0.370077053,0.658162623,-2.306335634,3.589555687,0.923973334,good +1347.0,0.58065937,-0.23151612,0.326243578,1.838139398,0.002568321,-1.226327009,0.665209153,bad +1348.0,1.248664438,-1.05387307,-3.041106798,0.73023848,0.839339401,2.153674036,-1.494699742,bad +1349.0,1.087502111,0.680040821,-1.4335652,0.757359101,1.882672391,-1.194227809,1.408120843,good +1350.0,-3.260504769,-0.694013621,1.344676303,1.481814701,-0.783524274,1.114355588,1.841722975,bad +1352.0,-2.805144564,-1.256288782,-1.206807215,1.272326212,-2.648016258,1.271345213,-1.424672113,bad +1353.0,-2.342518691,-0.083350345,0.184450344,0.195608734,1.512680038,0.793570162,-2.496322081,good +1354.0,3.75466964,-4.385206001,-3.032131862,1.194918006,-0.390094164,2.075760147,-0.475460518,good +1356.0,2.958601112,0.374302453,-2.620356133,-0.564812223,-0.208029409,1.950718361,1.514154771,good +1357.0,-2.456040325,-1.16944663,-0.915139324,0.031939561,1.155719267,2.339831489,0.596716142,bad +1358.0,-0.952033089,2.865698687,-3.582741434,0.24254111,1.838408214,-0.470126561,-3.488241819,good +1359.0,-2.28004505,-0.289802921,0.199214116,1.509619586,0.317117948,1.206850582,1.063990358,good +1360.0,-4.773874748,-1.035044745,-0.469371164,1.979014437,-1.245770838,3.65574391,0.810334873,bad +1361.0,1.697747885,-0.923047698,-3.852588337,0.873744573,-1.923216611,0.652453461,-0.94853192,bad +1362.0,1.935533161,-3.745574562,-0.921608003,0.106058007,3.348841331,-0.453038594,1.617416928,good +1363.0,1.948034077,-0.77565168,0.714293701,2.223279282,-0.018978448,-1.301383556,0.81596028,bad +1364.0,-0.622360659,0.340328394,-0.474511681,0.017444301,-2.724712723,0.998537873,1.193021804,bad +1366.0,-3.625722015,-1.934084861,1.307547617,0.901511006,2.160761825,0.267633616,4.999895803,bad +1367.0,0.891503421,0.187717536,-1.096453324,1.281881139,-0.455048855,1.355806308,-0.388277768,good +1368.0,-1.640814666,-1.356935864,3.142394614,-1.740077995,-0.016163686,1.021981081,-2.348485773,good +1369.0,1.924949416,-4.010810835,-3.972308368,2.074923063,1.262407417,0.951738985,-0.222391791,good +1370.0,0.428496654,-3.625677215,2.677891465,-0.569121425,0.063402183,2.67543357,-1.499881687,good +1371.0,-1.30519034,-0.085791203,-1.418579403,3.049269401,-0.565947179,1.15401028,1.752883205,bad +1372.0,-0.856775615,-1.192705203,-0.793932327,0.422987482,0.90043042,3.061127564,-0.157924585,bad +1373.0,1.900009575,-2.802710724,-0.330489038,1.515426184,0.184263423,-0.247032939,2.927230832,good +1374.0,-3.640829808,-2.977709023,-1.584836122,0.00103527,4.370638019,5.537761381,1.278969028,bad +1376.0,1.421936795,-2.54087551,0.547819063,-0.861090723,2.98982567,-1.122436456,2.552587448,good +1377.0,-0.900717148,-0.092367657,-0.089235244,1.616161179,-0.53162328,-2.144483172,1.102208093,good +1378.0,-0.304165601,1.800142634,1.926502905,0.488339348,2.494446821,-3.777054858,4.020885915,good +1380.0,-2.02135118,0.352765413,-1.487719119,-0.848048142,1.682469651,3.119325307,-0.481364103,bad +1381.0,6.406366899,-2.752346865,-4.164118265,0.415241415,0.999640267,3.99560166,1.724251569,good +1382.0,-0.611014297,1.7902868,-0.232355929,4.32623611,0.128099166,-3.717302123,2.232521943,good +1384.0,-0.383466464,-0.215160408,0.553263999,0.560120531,-0.870008382,1.628003747,-0.720917908,good +1385.0,1.141501198,1.137949441,-0.444748801,-0.771399139,1.535552744,-0.696352818,3.559569799,good +1386.0,0.53656393,-6.00074762,3.597461533,3.960714746,2.367716969,3.02843654,2.34552157,good +1387.0,-1.557551355,-3.281757793,3.62703273,0.994175358,0.195483023,1.303493659,0.623696496,good +1388.0,-2.288029933,-1.430545144,-0.223431714,0.639737943,-0.009996295,0.639535181,-2.597220268,bad +1389.0,-3.607746491,-0.7596948,1.634866279,-1.217979074,1.414093393,0.364304606,-3.518392042,good +1390.0,-3.812940846,-0.537230863,1.663254856,-1.748888244,1.255262724,3.300373685,-0.274575749,bad +1391.0,0.56400951,-0.138908145,-3.813118202,-0.984473373,2.153302668,0.94809779,-0.030536884,bad +1393.0,1.051433002,-0.581777586,-0.85625816,0.48660583,-0.414831376,-0.271718054,0.750552752,good +1394.0,-2.584093963,2.18063284,0.73113168,-1.536171164,-1.463974919,0.283160947,-0.101619167,good +1395.0,0.600361272,-2.856168515,-0.664890351,3.347379949,-3.778628446,-1.612228922,-2.069189399,bad +1396.0,-0.196278829,-3.868595646,-0.848937873,-1.389719585,1.767623586,-0.302035516,0.706917641,good +1397.0,1.355007604,-2.279671584,-0.499865376,0.486596383,2.179009114,-0.927642892,1.775343683,good +1398.0,0.933991398,-2.002431649,0.125204461,0.883602042,0.548560087,1.805171172,-2.312181684,good +1399.0,3.0364109,-1.309048372,1.056825832,3.633489347,-1.658983287,-3.917238143,0.096056144,bad +1401.0,-5.640919787,0.607573234,1.761167436,2.057748804,1.799598131,3.143325358,1.393033847,bad +1402.0,0.0263814,-0.873745169,0.266412974,-1.13941748,-2.281539941,3.33823929,-0.417714457,good +1403.0,-0.233341919,3.440811332,-1.195861542,1.08177142,3.178556285,-2.824407217,2.012270168,good +1404.0,2.8347554,-1.501866478,-2.795104491,0.315628483,1.578776105,0.220490923,-0.419030643,bad +1405.0,-0.251730534,-0.242135936,-1.983283336,1.029913222,-1.778541454,0.022265501,0.088930463,good +1406.0,0.21657671,-4.102544698,-0.243894427,0.848539091,1.94234651,-1.23947499,2.691332311,good +1407.0,-1.345353371,-1.095134402,-0.301263003,0.960030898,-0.235339677,0.810633381,-1.018861092,bad +1408.0,-1.387502391,1.1401394,-2.183648191,-0.434611106,2.115844486,2.2475233,-0.313392864,bad +1409.0,-2.338410524,-1.465258549,-1.967031313,0.105717381,-0.638577351,3.590287769,-1.474773962,bad +1410.0,-5.221850842,1.645177221,0.708299089,-1.650452366,0.972119695,0.444031498,-2.18279681,good +1411.0,-5.478006479,-0.98187351,4.637864905,1.440098329,0.901111168,-2.40396897,5.746699131,bad +1412.0,-0.736572868,2.541001183,-0.305827054,1.876692095,2.840588254,-3.8581528,1.271769835,good +1413.0,-1.308431995,1.099271177,-1.674763545,0.89745473,1.377515562,0.202102056,-2.635915732,good +1414.0,-2.343689657,-1.701510486,2.10750729,-0.148572381,-0.154676747,1.904950373,-0.269680302,good +1415.0,0.430053269,0.849200934,-1.413438156,2.313480965,-1.946780424,0.416658106,-3.116788599,bad +1417.0,0.572112894,-0.165089865,-3.656875647,2.410152385,-0.865361987,1.342625287,0.140840408,bad +1418.0,-0.584732717,-1.159162626,0.811466536,2.24467802,0.509462775,2.273859652,3.091904815,good +1419.0,0.164226547,-0.583471104,-2.475416422,2.463710631,0.094780651,2.374190621,0.123181228,bad +1420.0,-1.304399956,-5.032275009,0.291006297,3.394300452,0.030701816,-3.116205613,-0.185962292,good +1421.0,0.299703192,1.447338842,-4.133976741,1.88696283,-2.035130872,0.293595132,-3.557617574,good +1423.0,1.592092301,-2.88341063,-2.52525023,0.514185167,-2.246265342,1.474421464,-3.295579966,bad +1424.0,-1.544774358,-1.97943997,-0.589284483,1.983524383,1.261104664,4.328764273,-1.098018395,bad +1425.0,1.392498928,0.86044019,0.232168178,-0.3028558,1.876707053,-1.527275721,0.963957113,good +1426.0,-1.692354408,-0.019196062,0.624921422,1.535747922,2.361738393,-0.614886478,-3.481424234,good +1427.0,-2.471983149,0.331150999,2.076641684,1.728559,1.963393781,-1.678852379,3.501481092,bad +1429.0,-0.279036417,-2.126959187,0.441181072,0.390840116,-1.625930602,-0.561359392,-2.628356827,bad +1430.0,-1.558994888,-0.694853679,-1.540423726,1.626082259,-2.091961313,-0.328981654,-1.732498176,bad +1431.0,-0.763225004,1.564029161,-0.7621956,0.187656377,0.509873776,0.369877695,0.644180673,good +1432.0,0.536507818,-0.015771449,-1.124339995,1.642304995,-0.973225577,-0.690391844,1.346230253,good +1433.0,-2.67798499,-3.759882841,0.044790481,-0.666776013,-0.334118035,3.063271255,-4.467442104,bad +1434.0,-0.498658297,-1.678165346,-3.552562563,-0.182347036,0.324498194,4.211236622,-2.380826862,bad +1435.0,1.802742024,0.166321146,-2.353345145,-0.191536497,1.973743448,-2.760895086,0.826550768,bad +1436.0,-0.392686796,-2.060632427,-1.49773739,0.646109917,2.459622714,2.517892046,-0.973028819,bad +1437.0,-1.577301741,-0.531633641,1.548454722,-1.145711048,-0.412133797,1.460898198,-1.162362718,good +1438.0,2.723801138,-2.197493957,-1.276086356,0.573286708,1.658622193,0.00780181,1.085271327,good +1442.0,1.199109204,-3.509047791,-1.467824087,1.922968962,4.503915943,-2.114739679,1.833452686,good +1444.0,-1.321338737,-0.649023483,-1.700494889,1.297451445,-1.293395803,1.485721528,-0.476339027,bad +1446.0,1.119800779,4.1513682,-1.699642745,0.484084011,-3.993199239,0.854565882,0.496347095,good +1447.0,-2.100651682,0.794846991,1.420113602,0.57751672,1.849161968,-1.176057182,-4.794751933,good +1448.0,-0.241450871,0.929941054,-0.137075455,1.08522385,-0.716174118,-0.710974956,1.1627936,bad +1449.0,-1.018401924,-1.233883416,-0.711807877,2.214152306,0.950604271,1.256525443,-0.574108525,good +1450.0,1.739681535,-1.471867283,1.535258783,2.759229436,-2.126169076,-2.219557214,0.469696107,bad +1451.0,2.20545334,1.373721568,-2.017316763,0.51352586,2.93029506,-0.492496435,1.777255205,good +1452.0,2.741078107,-2.681437136,-1.571581568,1.284662393,1.543035683,-0.063482277,0.387882819,good +1453.0,-2.903713423,-1.417610117,-0.973157176,2.132318869,-0.845185445,4.65908558,-3.191608959,bad +1454.0,0.604531522,-0.320515662,-1.395845455,1.575964378,0.763871778,1.37086793,-1.743420492,good +1456.0,0.732490841,-0.570898581,-0.332556726,-1.302290765,2.16822577,-0.604060199,2.295017632,good +1457.0,0.529114227,-0.165976847,-0.476386786,1.408194917,-1.165197496,-0.811165236,0.020273986,bad +1458.0,1.870198395,-4.994460268,4.717131362,0.963823956,-0.503281211,3.779079424,0.338473295,good +1459.0,1.712465209,-2.06480803,-2.207344108,1.99659206,1.521996306,-0.185017747,2.338540166,good +1461.0,0.078270684,-3.017376222,-1.024789639,1.964805126,0.446339379,-0.952620415,3.007831395,good +1462.0,0.48916867,-0.047704022,1.30458836,0.630975115,-0.349851003,1.301458559,-2.163384024,good +1463.0,1.046010753,-3.7445293,-4.502814678,5.663942617,1.673696515,-1.03994364,-0.607660179,good +1464.0,-0.558544921,1.094607787,0.759997748,-0.244843852,-0.273503513,0.377609656,-4.320781616,good +1465.0,-4.346642086,-2.387882507,1.765565328,1.35436781,1.198230947,1.468034153,4.659482955,bad +1466.0,3.255656007,-0.91947721,0.04825332,3.202552892,1.142664403,-1.312426305,4.392352372,good +1467.0,-0.545407452,0.888125048,-0.059524527,4.379271895,0.47600189,-3.984685464,1.565237962,good +1468.0,1.710591444,-3.071098533,1.688526149,2.046596612,1.199406883,1.398974425,-2.910651105,good +1470.0,3.5614343,-1.507359479,-1.712780334,-0.562655933,4.636004563,0.459920304,3.47299406,good +1471.0,3.143162816,-0.251827702,0.488277855,2.358740612,-3.11179195,-2.954760687,1.556972107,bad +1472.0,1.05195649,-2.570055123,2.432365786,0.064851346,-1.486975249,3.124564237,-0.859936938,good +1473.0,-3.310218995,0.950285967,0.578483409,1.149234562,1.922166092,-1.208642771,-1.117317375,good +1474.0,0.393496853,-1.41741401,-2.961217159,2.529450438,1.654892642,2.960315387,-0.388747934,bad +1475.0,-1.445076505,-0.348966883,-0.848119563,1.703510521,-1.656969974,0.393514171,2.266989042,bad +1476.0,1.803309978,-0.516003276,-3.738179988,2.623058818,-2.527129856,0.824589391,-2.528922726,good +1477.0,2.055093158,-3.216932426,-1.131905754,-0.007323964,2.035219462,-0.096404121,1.371001437,good +1478.0,2.509913516,0.71684476,0.7430151,0.984577608,4.0270722,-2.279605597,4.300782725,good +1479.0,-1.382872746,-0.276894927,0.757916573,1.82081309,1.34477424,0.3993159,-0.206759919,good +1480.0,-0.864222815,0.896603189,0.228235498,-6.055057805,2.947001515,0.07222893,1.293193656,good +1481.0,-1.40752161,2.415863829,-1.303114913,0.644398206,0.429835812,-2.178706149,0.308139392,good +1482.0,0.00094389,1.70223388,0.443003101,1.028749632,1.505714849,-0.345828586,2.545395225,bad +1483.0,-1.627523636,-2.106550746,1.407584574,0.674387296,1.121791767,0.096691188,-2.915046676,bad +1484.0,-0.211176942,-0.986491436,-2.929166985,0.472261643,3.847733188,2.296205563,1.981723613,bad +1485.0,0.262417635,-1.927031161,3.693168895,-2.90107758,2.202411002,-2.319203174,2.614692534,good +1486.0,2.713947758,0.010542628,-1.467580504,1.940686531,-0.194521194,-0.310921022,1.148905922,bad +1487.0,-2.55634903,-1.124421914,0.471488197,1.584421208,-0.801238495,1.616117667,0.659567289,bad +1488.0,-2.683480115,-0.765732142,2.260755849,-0.796973774,0.878141381,0.59503059,0.198625883,good +1490.0,-0.61594357,-0.186891461,-1.66846582,1.75115095,0.713795651,-0.450662,-1.673578429,bad +1491.0,-1.689473463,1.854257153,-1.709250811,4.169339828,-3.245956515,-2.353093056,-0.920848181,good +1492.0,0.907105198,-2.208105266,-0.161920836,3.072572009,-0.768488237,-1.668297343,1.035643365,good +1493.0,-4.235595625,-2.07485138,-0.470295881,-0.103590402,-1.465810964,2.895431631,-2.693037463,bad +1494.0,1.692262221,0.355875195,-0.766256013,-0.94558728,1.224043621,-0.136728518,2.505367723,good +1495.0,-0.804016253,-1.049833812,0.330085449,2.49157838,1.500022271,-3.433665942,1.631091306,good +1496.0,0.95251538,-1.053246889,-3.278659103,1.897483579,-1.214924921,2.248915077,-0.083171176,bad +1497.0,3.166009656,0.955332813,-1.767522458,0.058884063,-0.264385395,-2.06098784,-1.426638729,bad +1498.0,1.529402886,1.294881014,-1.834103011,0.964646058,-0.176117731,1.585642724,-0.064779143,good +1499.0,-1.349722145,-0.925788353,0.77660359,0.969629154,-1.719256114,0.088880986,-0.212711899,bad +1501.0,0.687982091,-0.13509323,-1.257287334,3.237504317,-1.20599185,-1.335646136,1.003508224,good +1502.0,0.822159744,-2.600520387,-2.255404887,2.290736699,2.378378912,-1.043488323,1.929992575,good +1503.0,0.31888869,-2.087622025,-0.271318817,1.472693498,2.203268843,-2.458786116,-0.259443433,good +1504.0,-5.489663623,-0.879753802,3.218018144,0.729640173,3.60891774,0.701062208,3.068997143,bad +1506.0,0.352827964,-0.855003209,0.468818217,2.70805782,0.53493377,-3.282426351,-0.452462829,good +1507.0,0.426967499,-3.72667673,-1.152727355,1.555085995,0.883857799,-0.832537761,0.609528381,good +1510.0,1.162866125,-3.812648457,-1.301556821,0.788874669,3.440146035,-0.93639007,2.196099992,good +1511.0,0.295590224,0.091148246,-2.569000827,6.724931217,-5.261636109,-1.002388374,-0.866138499,good +1512.0,0.251274555,-1.685524812,-2.482655739,-0.625554892,3.002715046,-1.295302214,5.26838182,bad +1513.0,-1.349069943,-1.627617898,0.836591158,1.51094662,-2.432922664,1.429275709,0.803017634,bad +1514.0,0.186560062,1.546280104,-1.738423696,3.992410521,-1.45955036,-1.386517821,2.025756513,good +1516.0,-6.690120852,3.556306853,0.164710548,0.143442438,2.567517814,-2.319071474,-2.036698853,good +1518.0,-0.896425941,-0.896117974,-1.276448942,0.577948237,4.599417026,0.525354568,2.599186237,bad +1519.0,0.071962032,-1.357145696,1.27099894,3.068708713,-0.284456527,1.105963544,0.977101501,good +1520.0,-1.776323012,-0.804213713,-3.711222017,0.034261387,0.706271737,4.054382878,-1.937411735,bad +1521.0,-1.275379374,-2.951184115,-0.478870465,-0.479450114,2.528807773,-0.433067368,4.280580332,bad +1522.0,1.287782301,-1.492749582,-2.711249702,0.789181955,3.19068027,-0.209064177,1.838720084,good +1523.0,1.732434919,-6.58158967,3.624680374,1.388615665,1.574201163,3.308829017,-1.70027429,good +1524.0,-1.724106427,-0.975230087,-1.737464219,0.842446064,0.59629652,1.455456286,-2.109986332,bad +1525.0,3.945367156,2.755472833,-2.645081514,3.956213068,-1.92931478,0.438848726,1.339130788,good +1526.0,2.221697176,-0.248378179,-2.353842519,2.901416705,-2.322451202,-1.465904026,-0.000635882,bad +1527.0,-3.324922798,-1.048337417,0.784172063,2.17785654,0.459277846,1.700137979,2.96054524,bad +1528.0,-0.818581195,-0.859941751,-0.587119393,1.716361669,-2.575973096,-0.208114246,-0.266775155,bad +1529.0,0.084068452,-1.589783821,1.254085134,1.771930759,-2.721070835,-1.942011953,-0.779940614,bad +1530.0,-0.313170015,-2.375774774,-0.550606494,2.367698655,1.464699381,-2.760225318,-1.383503368,good +1531.0,0.374167799,-1.423500807,-0.684300928,-1.355654397,1.992887965,-0.603263614,0.342091133,good +1532.0,2.171749388,-1.668019523,-2.127037687,-0.208648806,1.984621455,-2.31784642,4.036879974,bad +1533.0,0.200807954,-3.190807158,1.081122768,-0.390419053,-1.274967496,4.174762875,-0.884502772,good +1534.0,2.890898,-4.211847518,-3.067953872,0.452155702,4.528989779,0.604710618,0.802316898,good +1535.0,1.14170069,-1.534707638,0.659299416,0.955625457,1.094137351,1.54861138,-1.76715476,good +1536.0,-0.391195274,-1.70864626,0.582748412,0.765213688,-0.350202396,1.452422337,-0.319752434,bad +1538.0,-4.410059378,-1.437497219,-0.176646249,0.035187203,4.400098082,2.316586147,4.147865892,bad +1541.0,0.137275091,-2.441075309,1.50028869,3.424272664,2.883022136,-4.421569109,2.722973293,good +1542.0,-0.30846855,0.425289983,1.523274947,2.792476835,-1.08653548,-1.530739672,0.270685503,bad +1543.0,0.302232926,-4.270979121,2.457328478,3.706018487,3.27234031,1.072727207,1.225988563,good +1544.0,-0.03819287,-0.159648836,-0.90249053,0.695370456,0.959944829,-2.142135454,-2.917894697,good +1545.0,-3.764848574,-1.790684778,-0.464859725,1.60363154,-0.339426361,4.585957917,-1.529713032,bad +1546.0,-1.878796896,3.183011099,-2.261150535,1.499228242,3.023702453,-1.481263181,-3.909722031,good +1547.0,-0.320054345,1.937766854,-1.197318567,-1.134271887,-1.973003483,1.933885169,-1.814628148,good +1548.0,2.636565355,-4.309901985,-2.073538243,-1.87086332,2.514141306,1.734815188,0.752009811,good +1549.0,-0.737614858,-1.136551861,0.862588224,0.692975438,-0.331654551,1.33135489,-2.186644764,good +1550.0,2.709564347,-1.213736561,-0.415864141,0.061351182,1.321297249,-0.136020103,2.058357127,good +1551.0,3.641300837,-3.239216105,0.39765247,-2.093240426,3.110944916,0.52658839,3.103715262,good +1552.0,-0.19649934,-1.534853325,0.828281329,1.717767002,0.838220045,1.396164432,0.643928312,good +1554.0,-1.965921761,-1.957837818,-0.186269,0.981371417,-3.067967882,0.686856119,-1.755744072,bad +1555.0,0.14167752,2.182866219,-2.484626713,0.348822375,-1.976806635,-0.554953287,1.399388786,bad +1556.0,-1.378301277,-3.005818132,3.538818825,1.093620599,2.480568215,0.678380249,-1.244207232,good +1557.0,4.485781856,0.014330887,-1.958082211,0.118626901,1.627262955,1.115202118,1.667069825,good +1559.0,0.355180666,0.203809685,0.918484867,-1.096898526,3.780833667,-2.488558959,2.918977767,good +1560.0,2.175526467,-1.626535119,0.894188724,1.949642538,1.288661772,1.402139622,-2.268126637,good +1561.0,0.643727274,-3.769538253,-2.491838997,-1.487853061,1.73620418,0.945192362,-0.03893581,good +1562.0,2.166382684,-0.382873169,-1.106467171,-1.297901027,0.99559795,0.805685583,2.07799313,good +1564.0,1.90927208,-0.708220592,1.215346776,-1.987346174,2.794205593,-0.731253491,4.80783425,good +1565.0,-2.454488203,-1.348133004,0.65137509,1.524812642,-2.701711413,0.37293038,-0.398598247,bad +1566.0,0.990589687,-1.035741539,1.71871835,0.710346607,3.579353218,-3.06394989,3.954487792,good +1567.0,-1.797084083,-0.608841703,0.360919682,2.831775363,-1.811713551,1.050632395,1.216429866,bad +1568.0,-3.031603037,-0.264598612,1.084068305,1.820460276,0.705404918,-4.471210436,0.775272528,good +1569.0,1.012602773,-2.727092843,-0.588560196,3.408492098,-4.005527393,-0.946999719,-0.990545561,bad +1570.0,-2.23135495,-0.428671621,-0.423293076,2.738072101,2.313358136,0.122937893,-0.887194383,good +1571.0,-1.263709201,-0.737538524,-3.410256291,-0.886368557,0.978362452,4.604195103,-1.645758888,bad +1572.0,1.335693346,-0.421772162,-0.910216761,3.032493441,0.784066328,-2.020789636,0.898164308,good +1573.0,2.920663662,0.844614718,-1.8284359,1.465325058,1.046771017,-1.798560426,0.254269072,bad +1574.0,0.819937172,-2.099952592,-2.165406167,2.746618832,1.448078039,-1.373346648,0.427520425,good +1575.0,3.334510251,-1.644267792,-1.989985646,2.363715553,0.573928824,0.433118791,2.416317749,good +1576.0,0.912526447,-1.044129222,0.377959505,1.468373746,1.118668245,-1.911219506,2.589818171,good +1577.0,-0.174429745,2.18701128,-1.656860453,0.940281765,-1.241882107,-0.966518516,0.060917574,good +1578.0,-0.505869555,-2.694797082,1.228339653,0.897626703,1.129558197,1.931844153,-0.485425281,good +1579.0,-1.636973977,-1.899129808,0.912156799,2.235710072,1.914277712,0.83901693,0.523557588,good +1580.0,1.304343785,0.253234025,0.527819588,0.225409391,2.843928275,-1.86457932,3.225935051,good +1582.0,1.391706334,-2.04678943,-0.451347973,2.893526096,0.85005409,2.250140932,-0.264234402,good +1583.0,-0.719576826,-2.892404685,1.39185627,2.477854337,-1.826026913,-2.792884419,-3.524033097,bad +1584.0,-1.76394482,0.757945663,-0.559157972,1.568805168,0.047281597,0.748784268,-0.415019589,bad +1585.0,-0.997314636,-0.824560065,-0.226440283,-0.146039605,-2.248779595,1.862559821,0.269221416,bad +1586.0,2.124655299,-1.225896844,-3.245739041,1.986486706,1.952146157,-0.273726511,-0.953914561,good +1587.0,-1.601936674,-0.622693926,-2.472566354,-0.331750341,0.526659059,2.135045686,-2.445712666,bad +1588.0,0.556039413,1.536527667,-0.3439073,2.153443235,0.061362275,-2.110811694,1.622376046,good +1589.0,-1.668209099,-2.418871803,3.401901691,0.243583026,1.894737913,0.690543479,-0.708988229,good +1590.0,0.666806943,-4.500285118,2.986090244,2.731772147,2.605307303,2.224400734,1.445360694,good +1591.0,-1.159376003,-1.084005226,-1.053684933,0.391055634,2.383631853,0.388162771,2.263811944,bad +1592.0,-3.474747318,1.107404398,-0.689500269,-1.314443104,-0.046913866,0.943786489,-1.50782307,good +1593.0,-2.954991278,0.35585294,1.414665686,0.41328544,1.878840135,-0.873287616,2.723642804,bad +1594.0,0.13523851,-0.675897156,2.411533221,1.604227206,0.217142712,-2.956609566,4.74391499,good +1595.0,-3.191597254,0.373525228,0.636532181,-0.62580678,1.040844599,0.323503241,-2.31541651,good +1596.0,-1.44380442,-0.129617681,1.576433679,1.085106957,0.1756389,0.823766092,-0.514661791,good +1597.0,2.362357983,0.614849067,-2.339010538,-1.616023001,2.540068818,0.924703838,2.388514589,good +1599.0,1.193985973,-1.337803989,-1.825692218,2.023852183,-0.461605227,0.301511261,0.661329719,bad +1600.0,0.512556665,0.224109975,0.337204189,1.799258208,-0.313148221,-2.156019019,0.667613531,good +1601.0,-0.206921606,-4.496400618,3.873553483,1.490693012,1.584550508,1.38272674,-0.786841505,good +1602.0,1.157294506,-1.903769621,-3.320153713,1.36921947,0.505785102,0.278074178,-2.033170149,good +1603.0,0.973113587,-1.73937544,-1.458616687,-3.680468231,1.791706957,1.019901384,-1.270915474,good +1604.0,-0.158511577,-1.669925805,0.167980851,-0.005649349,0.262841109,2.103028441,-3.394791568,good +1605.0,-0.956779845,-0.901276668,-0.3840888,-0.404412449,0.989058197,-2.19470812,2.709944697,bad +1606.0,-0.574591329,1.472058748,-1.905624986,1.872311863,2.034130936,0.118412251,-2.202971097,good +1607.0,0.330536143,-1.096622607,0.51782854,1.241913913,0.771117434,-0.001175498,-0.740705926,bad +1608.0,-1.16745157,-2.279614271,1.242500391,2.690915697,0.019711689,1.536990262,1.455562203,good +1609.0,0.886518631,-1.382907628,-0.347120879,1.943797129,3.759754578,-2.933136212,1.384627576,good +1610.0,-0.261997614,-1.733065504,0.465145364,-0.820746842,2.10288224,-2.045359366,4.622510262,bad +1611.0,-1.304767554,-0.02806019,0.887654009,1.075128324,1.434487809,1.397107141,1.58151545,bad +1612.0,0.401202317,0.211018171,0.504863965,-1.362691643,-1.16567945,-0.273592423,1.28361462,good +1614.0,-2.381829104,-1.622296395,-0.478148258,0.286451762,3.424725096,0.37559611,4.264650581,bad +1616.0,-0.976514707,-0.795726716,-0.244635036,0.611717394,-1.819678133,-1.362370906,-1.03071463,good +1617.0,-1.178035668,0.089909769,-0.559431254,1.440344299,0.127449443,0.710498844,0.456268981,bad +1618.0,-1.432273624,-2.179728833,-1.909554252,0.546124058,-0.100268582,3.067355519,0.403637638,bad +1619.0,-1.326311069,-0.418638058,-0.536039052,1.225143086,-2.131839801,-0.006806405,-0.19729751,bad +1620.0,-0.059905609,-1.003219622,-3.002066038,-0.927602956,2.27202519,0.367104669,2.30860314,bad +1621.0,-2.325543593,1.357305616,-2.708217674,0.690614891,-0.434986687,1.472978185,0.147071257,bad +1622.0,1.356609903,0.773714716,1.649049236,-1.429005704,4.150086737,-2.285417305,3.794659404,good +1624.0,-0.518675659,-1.339718079,-0.605109573,2.08712594,-2.178789155,-1.107427302,-1.6375486,bad +1625.0,-2.712530522,-2.789550376,-0.670397326,2.609653218,-0.397278801,4.669601978,-0.362249992,bad +1626.0,0.088282789,0.014226593,-0.414302018,3.366365952,0.783892813,0.640284755,-1.233923989,good +1627.0,0.368318614,0.111173771,-1.301666454,0.968243775,0.120492075,0.267288701,0.202817792,bad +1628.0,-0.480232642,-0.778169235,0.626618524,0.52505647,-0.455262368,2.602259104,-0.045203447,good +1629.0,0.300843482,-5.570704788,-4.539610125,4.227448323,-2.317600069,1.089686302,-1.204729283,good +1630.0,0.12967649,0.081289362,-1.677972972,0.257143014,-0.783104801,2.236188134,-1.711394876,good +1632.0,-2.81133353,-0.860926661,2.274014865,3.546890245,-1.607590825,1.637375509,1.438698948,bad +1633.0,-0.601872843,0.692791576,-1.210077491,1.957382977,1.678524226,0.432197766,-1.573617152,good +1634.0,-0.076260582,-0.038540826,-1.924918985,0.666626499,0.537221084,1.664910506,-1.712375191,good +1636.0,-2.216978502,0.698037033,-0.824514197,0.324780756,2.225218983,-0.599271743,-5.000693112,good +1638.0,-1.423864087,0.329041303,-1.132315101,1.596104975,1.275958439,0.269906872,-0.23537231,good +1639.0,-1.589367852,0.396556169,0.932738577,2.559185831,0.349571541,-3.899098562,2.380855802,good +1640.0,-0.388153179,-1.141376685,0.539248384,0.526713056,0.437029072,2.301472208,0.034565705,good +1641.0,0.958799244,-1.450625237,0.195797159,2.146680521,0.743086876,1.493567479,0.795889952,good +1642.0,-0.944221491,-0.164773185,0.487002573,-0.105041671,-0.044047226,1.460337019,-2.106325457,good +1643.0,-1.806232668,-0.420821189,0.197473564,3.365793489,-0.443988578,-0.71834724,0.668996327,bad +1644.0,2.214505264,-2.424170076,-0.32582553,1.477745734,-3.092265262,-1.368127041,-2.190126509,bad +1645.0,0.376422517,-0.511875344,1.625465022,-0.939925324,0.304955882,-1.381506256,3.283154894,good +1646.0,0.320942831,-4.124307629,3.894007436,-0.250681805,0.524529624,2.891305877,-0.832732459,good +1647.0,-1.484154595,0.627531721,-0.425492577,2.032023889,1.535509148,0.821219372,0.933636263,bad +1648.0,1.056632045,-0.393910505,-5.484366741,2.009062682,0.46374277,5.230216662,-3.488597892,bad +1649.0,-2.923907124,-0.18191195,1.020598905,-0.727060986,0.009713423,1.000537804,-2.976638655,good +1650.0,-2.068321741,-1.7498196,-0.158640096,0.016842928,3.373624938,1.660209087,1.054633563,bad +1651.0,-0.22295899,0.280608935,0.841969558,2.277427494,-0.770973888,-1.621404843,1.69937263,bad +1652.0,2.931423863,1.486790372,-2.56521112,2.313373725,-3.242974318,0.454095333,4.815610945,bad +1653.0,-0.119942585,0.432874321,-2.564915868,0.533344839,-0.882093839,1.952705471,0.592650517,good +1655.0,0.764802758,-4.278191647,-3.225879587,2.239120669,-1.491258798,6.134522137,-2.587893347,bad +1656.0,0.590906246,-1.095274463,-0.887121543,2.093746088,-2.98433777,-0.339958949,0.071005711,bad +1657.0,-0.812333013,-1.952018702,-2.037298167,1.101033927,2.714773349,3.433997295,-0.093251563,bad +1659.0,-1.732679632,-1.363677609,2.304609961,0.542089313,0.830662847,0.841332729,2.215031084,good +1660.0,-1.903400165,1.651173672,-3.316093586,1.612002296,-1.279880999,-0.851962349,-1.119954024,good +1661.0,-1.05570719,2.834228703,0.844521224,-2.919864393,1.448128403,-1.793110811,2.292332884,good +1662.0,1.765917386,-0.526684615,-2.635053431,1.674343405,-3.016568986,-0.556210034,-0.491447074,bad +1663.0,-0.534013371,-2.467902511,-0.654617659,2.107703749,1.896658717,2.11888199,1.723762318,bad +1664.0,-1.643260255,1.59531914,0.305949083,0.777089161,0.502035198,-1.669015282,0.200985333,bad +1665.0,0.01556201,0.321166939,-0.737219189,2.016975004,1.356614322,-0.434289762,1.798605677,bad +1666.0,-2.136025711,-0.333469256,0.332259225,1.535165591,1.590917482,1.204228027,3.03179765,good +1668.0,1.464340336,-1.403805059,-2.966240872,0.058158503,-0.10505373,0.724488249,1.518602253,bad +1669.0,0.775367601,-3.098895429,-0.903342586,0.39329459,3.286609649,-1.386145533,1.877042092,good +1670.0,-0.977108456,-1.196740254,0.212223427,0.778037877,-0.110870659,-0.848358472,2.977411637,bad +1671.0,-1.528733949,-0.673736027,0.850186696,1.883974442,0.445454357,0.504518875,-1.344693541,good +1672.0,-1.730349844,-3.716296128,-1.192162133,1.113055255,-2.465312612,1.054595298,-4.547320493,bad +1673.0,-2.482187534,-0.887877764,1.649343823,0.077475102,1.906561226,0.330406753,-3.322432942,good +1675.0,2.268907808,-3.505175135,-0.740695119,-0.208999255,4.143724356,-0.82837786,1.062597044,good +1676.0,-0.100806263,-1.258506747,0.304629465,2.065578047,-1.038622465,0.178040852,0.28006913,bad +1677.0,-3.864325886,-1.528950388,-0.624226241,0.606943903,1.000794279,1.678759214,3.220818231,bad +1679.0,0.905159053,-2.074056748,-2.905731595,0.26048095,1.845435377,1.096334219,4.09531232,bad +1680.0,-1.233481018,-0.751056508,-0.800962597,1.230868462,2.74722205,1.690282657,0.423361085,bad +1681.0,-0.184275415,-2.271774612,1.011263238,0.839124021,-0.577867765,2.404308476,0.772937754,good +1682.0,-2.910313173,-1.220594196,2.519389482,3.521974457,4.763398022,-2.732078317,-2.149219277,good +1683.0,-2.943750787,-1.58772748,-0.545874889,0.944689588,2.213101431,3.815817726,0.461474433,bad +1684.0,1.522109239,-1.933985283,-2.054526358,-0.299716349,2.793638939,0.106710806,1.58489876,good +1685.0,0.563295088,-1.936232168,-0.586950502,2.468521986,-1.029151064,-1.695442711,-1.033433159,good +1687.0,-0.863019433,-2.576325546,0.789716865,1.929399704,0.771557297,1.633821264,-1.231269108,good +1688.0,1.157777804,-3.46858723,-1.85652131,1.839999823,-0.545455401,-0.119847254,-1.26652009,good +1689.0,-1.84871396,0.771557181,-1.347679765,0.725700811,2.195419083,-0.024833086,-4.653764605,good +1690.0,-2.90526036,0.719297403,-1.530015128,1.358065206,3.074980189,0.184260299,-1.629769541,good +1691.0,-2.944317486,-0.902396687,3.125213912,1.237944585,2.59796687,-1.083695328,-1.870967196,good +1692.0,-1.007917269,2.453876514,-2.9706473,0.541574358,-0.525419408,-0.168691224,1.807043143,good +1693.0,2.903089898,-0.748370271,-1.608413979,0.836870723,-0.558576794,0.723190393,0.818821014,good +1694.0,-3.493468787,0.272104829,2.259878277,-1.611763065,3.008826868,-0.328765654,-1.679271349,good +1695.0,1.352048831,-2.032350103,0.344710871,4.526747014,-2.25923863,-2.297173958,0.022797108,bad +1696.0,-3.171425757,-0.640241317,-2.016209008,1.255756823,1.261503476,5.751709987,-2.177388359,bad +1697.0,0.349986515,-0.969952956,-1.080343888,4.918396609,-3.013220362,-2.24821986,0.555714418,bad +1698.0,-0.948964754,-1.561852962,-0.109862871,0.785119136,0.179836636,-0.134177307,1.366933888,bad +1699.0,-2.178706038,0.534049957,0.205774307,1.411884253,2.474844555,-0.368549114,-1.911851627,good +1700.0,-3.093060149,-0.688873446,1.319296711,-0.364018616,1.138878071,1.30391529,0.710305734,good +1701.0,-0.28420695,-1.382649877,0.247905261,2.624394588,1.868819129,0.948807484,-0.294918041,good +1702.0,-5.646383381,-1.882073215,-2.135781382,-2.066700015,0.589695461,5.755205595,-4.107393341,bad +1703.0,-1.318353125,-3.237418336,2.997671771,2.497222689,3.050363935,-0.659743784,-2.054184632,good +1704.0,-2.301197572,-0.754344279,-1.812050501,-0.064831967,1.429054749,2.404384768,-0.376803568,bad +1705.0,0.455101465,-3.034452514,-1.404873844,0.598912183,1.433145835,-0.822855045,-0.453107702,good +1706.0,-1.752066684,1.227673321,0.225772989,0.668944177,-0.094356481,-0.069580575,1.293012809,bad +1707.0,0.522224741,0.652557389,-3.069178119,2.955208455,-1.740692822,-0.725726315,-1.98381094,good +1709.0,-1.753659352,-0.616882014,-0.273058824,1.021311459,1.279649478,-0.302725213,-2.280808773,bad +1710.0,-1.4822705,-2.75378867,2.07181155,2.422086558,2.499518114,0.839187011,1.966674682,good +1711.0,3.297118481,-1.641638779,-4.228304846,2.170655539,-0.552966085,1.450133217,-2.799680074,good +1712.0,-2.295866617,2.464032657,-5.893006689,0.230860904,-0.921385612,5.204455637,2.779827015,bad +1713.0,2.707224804,-1.601124108,-3.172688923,-0.169798806,-0.469178075,2.18294336,0.820800826,good +1715.0,0.567059849,1.696033478,-2.506901315,0.364452001,-1.032855565,2.002136195,2.904401259,bad +1717.0,0.083671114,0.478028949,-1.492260504,0.117915684,3.146014324,-0.12691838,-0.452403545,bad +1720.0,1.800419707,-2.447155549,-0.999294678,0.929978776,0.355335496,-0.050020204,0.812995828,good +1721.0,-2.427139255,-2.743146104,1.774921605,1.064036101,-2.685193608,0.713840082,-1.263137235,bad +1722.0,-2.635032117,-1.376808829,0.436077906,1.35492052,1.551656693,1.252810283,2.620943417,bad +1723.0,0.084006117,0.501948566,0.393967503,0.832274186,4.047954181,-3.314816666,2.50518817,good +1724.0,-0.347166548,-0.710222262,-0.72581021,-2.18564586,1.682767877,-0.242841181,1.934600389,good +1725.0,0.778135183,-1.626063677,-1.792549921,0.051938177,2.795812529,1.090529208,0.089953059,bad +1726.0,3.642606569,-2.800658788,-1.168283085,0.429067277,2.558957372,0.341510102,2.105816187,good +1727.0,1.130616221,-1.474431147,0.963270497,1.314231782,0.795651505,0.676879932,-2.686719062,good +1728.0,1.19105042,-1.427188765,-1.461806631,2.441134941,-0.033491112,-0.494657535,2.696619742,good +1729.0,-1.329337218,0.545296919,-1.162826598,2.927927416,-1.837273546,-1.879258542,0.051273904,good +1730.0,1.365818462,-2.694611577,0.950171339,1.968688771,-1.958172876,-1.181896757,-1.634403901,bad +1731.0,1.416978198,-0.450989192,-2.499577738,1.900471607,1.72965482,2.024357021,-2.657511668,bad +1732.0,4.400680991,1.227355865,-2.173745887,-0.012196114,2.760539049,0.718869209,1.554838145,good +1733.0,1.133311318,0.627670705,-1.472139657,2.12096935,-1.366944396,1.347472077,3.509665067,bad +1734.0,0.628065235,-1.461070961,-0.373526282,2.955606409,-1.527220731,-1.683372812,0.642705013,good +1735.0,-1.454012317,-2.158847792,0.921932351,0.890542529,-2.590005985,-0.492040866,-2.17447647,bad +1737.0,2.169891131,-0.685489379,-2.563572279,1.580902352,2.271345833,-0.378783696,2.422487722,bad +1738.0,0.949496271,0.645308802,-2.269460913,0.094519811,-0.279518976,2.618586406,1.842190395,bad +1739.0,1.18433347,-4.517628321,-2.722998493,0.432822207,1.064832319,0.583494798,-1.278020409,good +1740.0,0.332102466,-2.729037671,-0.213952988,2.39289618,0.282412985,-2.144786881,-0.154609697,good +1741.0,0.118699526,0.245056845,-1.189664294,0.079945397,-0.743369358,1.538316881,0.660725219,bad +1742.0,0.81374662,-1.965449391,-0.714363169,-0.297743704,-0.259957578,0.1046596,1.659750865,good +1743.0,0.562269191,0.946573972,-1.791576862,1.527887376,1.894177593,1.057596439,-1.37733815,good +1744.0,-1.801161364,-0.692103901,-0.447486874,2.021364463,0.690526983,1.620998537,2.391349211,good +1745.0,-0.180991023,0.811598539,0.186962771,-2.114348068,-0.963956017,-0.087821433,1.789026195,good +1747.0,-0.168525603,0.640846881,-2.314329821,4.078605715,-0.146304296,1.229012668,3.139484639,bad +1748.0,-0.768083177,-1.040615566,-1.748187645,-0.097303364,-0.045778719,-0.638380248,-0.289741446,good +1749.0,-2.065320261,-3.222701167,5.54296888,1.82945098,1.571516982,-0.145645501,-0.135212578,good +1750.0,-1.498692203,-0.090428758,0.507253441,1.74377168,0.880201338,0.504152585,0.531038738,good +1751.0,-2.818993177,1.050634051,-1.086368485,-1.590237183,1.445839086,3.698570269,0.444069046,bad +1752.0,-1.899154101,-3.334811313,4.435695722,0.424653118,2.364685994,0.742747489,-1.403613427,good +1754.0,0.860682229,-4.311208077,0.35373039,-1.235190485,5.186897274,-1.729828949,2.102015829,good +1755.0,-0.743543311,-1.028851975,2.253638293,2.018447413,2.829770374,0.287871486,-1.049762868,good +1758.0,3.03e-05,-0.229904137,-2.088644397,2.376522284,-1.024217178,-1.290199875,-1.341074605,bad +1759.0,0.67528653,0.165078614,-0.875505745,0.92328993,3.126285117,-2.310633126,0.009209508,good +1760.0,-0.904085707,-1.592800617,2.039239517,3.144232988,-2.484705905,-1.851617659,3.389386459,bad +1761.0,-2.159711414,-3.023537007,-1.391037082,-0.92222287,0.840200859,1.061032023,5.05127048,bad +1762.0,0.780607384,-1.638585264,-0.633226123,2.604433654,0.234249609,2.303409899,-0.237104575,good +1763.0,2.49522748,-2.059803393,0.2328313,0.214406632,3.564175608,-1.10214237,3.368661424,good +1764.0,0.398912387,1.223061144,-1.227008579,3.592866814,-2.701477448,-2.873398105,1.956843866,bad +1765.0,1.093651318,0.901945521,-2.064487785,1.759842406,-1.934364254,0.121866013,0.69013069,good +1767.0,0.609021985,-3.305067132,3.280216542,1.901275642,-0.020360628,2.464098786,3.096691118,good +1768.0,-2.599170493,-0.705252882,-3.002235248,-0.274083889,-0.834065251,2.434203804,-2.757038944,bad +1769.0,-1.38234619,0.174923547,0.191222168,1.711863236,0.038125522,0.38149618,-0.165532307,bad +1770.0,-2.553666714,1.189054633,-0.459675725,0.333776626,1.408911115,2.09026097,1.510653955,bad +1771.0,-1.446351236,-1.505439194,0.805553132,0.593896012,1.438263719,1.039642309,-1.931833592,good +1772.0,-1.749403452,-5.746383673,1.467217611,1.203402054,-3.283043905,0.830028458,-5.387118149,bad +1773.0,3.144184965,-0.606541561,-1.047290759,1.95387776,2.452007701,-1.093751739,1.279871941,good +1774.0,-2.26486617,-0.286662556,3.605908222,-1.120043649,0.632756491,-0.466272086,-1.394008361,good +1775.0,-2.754221727,1.193749683,0.647176129,-0.499852257,-0.002297121,0.962358403,-0.026177532,good +1778.0,-3.342110185,-2.15702522,-0.910871624,1.720650227,-0.227052872,3.030152737,2.520626892,bad +1779.0,-1.426836438,-2.892326756,3.119169951,1.54644751,2.53180314,0.741325051,-2.178295845,good +1780.0,-1.453799616,-1.512572964,-0.95630034,0.324360446,1.300212072,2.948906967,-2.403035562,bad +1781.0,2.603118161,-1.954613579,1.435782368,-0.31089449,1.320566242,-0.662860194,3.844658129,good +1782.0,3.668630309,0.705968347,-2.376593817,0.028831341,1.65868866,1.335768633,2.825652933,good +1783.0,-3.087608655,-1.328291832,-4.067686197,0.439689501,0.015910063,2.869767894,-4.108156551,bad +1784.0,-1.749567663,-0.377207917,1.443096758,0.523782677,1.645068854,-0.683883746,-4.302060555,good +1785.0,1.293642332,-2.039582224,-0.101286708,2.404675631,0.994162946,2.270176274,-0.498427512,good +1786.0,-1.564766577,0.375636939,-1.96633904,-0.30186462,0.17364018,2.176914859,-0.56257843,bad +1787.0,-2.372862731,-0.951742988,0.967189094,1.674245969,0.119919,1.190313913,0.99610046,bad +1788.0,1.523458153,-2.410580832,-2.873684637,3.166516898,-2.212093213,0.407928158,-0.068995237,good +1789.0,-2.073199792,0.370725342,0.777676698,2.707973045,2.997236992,-1.189757982,-0.803958746,good +1790.0,0.055567262,-1.130158316,0.85966381,-0.873011351,-2.056165833,3.049187923,-1.219637157,good +1791.0,-0.629889769,-1.40065126,-0.048477591,-0.408199713,3.89874683,-2.74276957,0.308678444,good +1793.0,-1.796353791,-0.549110453,-0.091851724,2.309704561,0.00096585,-3.171539878,0.768755986,good +1795.0,-0.268286702,0.744817567,-1.530028706,0.898980353,0.837999802,0.79072635,-0.542510772,good +1796.0,-1.184985961,-1.037630307,-0.18768696,0.948683687,3.589773545,-0.717792438,5.123757212,bad +1797.0,-0.577812886,-5.058679438,1.235391977,2.252303085,-3.482419119,0.425620605,-3.384209522,bad +1798.0,-0.85790198,0.369363695,-1.763566452,3.147736188,2.539609682,-0.145444581,-2.661679446,good +1799.0,-1.622327961,2.266139387,-0.260213124,0.881820456,1.834090041,-1.351047006,2.706358361,bad +1800.0,-0.570273135,-1.509437907,-1.937346262,0.694938866,1.213763097,2.26576258,-0.683917462,bad +1802.0,-4.709908013,-2.920319216,1.056933774,1.129261101,2.864308999,4.157493785,3.216363849,bad +1803.0,-0.422640191,-2.981419229,0.406089489,1.85145783,-0.510655502,1.419849699,-1.339717006,bad +1804.0,-2.631879211,0.289642541,1.660824829,1.256371591,2.754925646,-0.860745214,-0.586266336,good +1805.0,-3.491398596,-1.113868558,0.184239472,2.113214705,3.214011474,-0.310385911,-0.089084964,good +1806.0,1.171204547,-0.170186748,-0.946624287,2.18375161,-1.701837488,-0.613370238,1.155649163,bad +1807.0,0.592633699,-1.984234579,2.066481712,2.263876936,1.231236694,0.931218678,-0.505211353,good +1808.0,-3.228958413,0.813326753,0.611730891,0.056863426,2.024405192,-0.947051823,-3.556199706,good +1809.0,-0.015645702,-1.136847008,-2.174772634,0.518760624,1.142794159,-0.558608613,0.806262665,good +1810.0,-2.095970857,-1.884574835,3.377054991,-1.420915869,0.205560758,1.143839408,-2.621325047,good +1811.0,-0.402776741,-0.484443424,-0.532287001,1.413181171,2.205942004,1.06662807,-0.37089119,good +1812.0,-0.588238701,-0.86468792,-1.003672129,2.568484927,2.040795491,0.162409395,-1.720987553,good +1814.0,-1.640054852,1.4954805,-2.293195436,0.842048698,-0.406974282,2.20522317,2.165079371,bad +1815.0,-2.025548821,-0.452052732,-0.98974476,1.052018327,2.934817331,-3.011729518,1.389285206,good +1817.0,0.096121898,1.553952786,0.934921518,3.383864716,-0.229691752,-1.3285141,1.607589568,bad +1818.0,-5.329697266,0.522491421,0.762033489,0.551943882,3.695418508,-1.7184192,-1.356287356,good +1819.0,-0.399979573,0.354591204,-0.589675574,1.99618798,-1.913381371,-1.964998486,-0.70578237,good +1820.0,-2.012448109,2.135046306,0.608812114,2.335046425,2.475038798,-1.401075408,-1.72694203,good +1821.0,1.49178545,-1.188029602,0.2855794,-0.311663076,-2.034478243,3.039903392,-0.384522554,good +1823.0,-0.76823923,-3.839826193,1.087208558,-0.104708352,4.047186062,-3.135206662,1.054380314,good +1824.0,-0.042574321,-1.537303233,0.897910564,1.704865267,-1.687117588,-1.845932305,-1.712621136,bad +1825.0,-1.828841706,-1.61287823,-1.100526643,0.282244512,1.357310878,0.971688455,2.01698413,bad +1826.0,-0.578710728,-3.790416262,1.879187112,1.498283259,0.138343106,2.861231457,0.791113178,good +1827.0,2.17143107,1.444247582,-1.559578052,3.295995846,2.077058905,-1.540429884,3.607232346,good +1828.0,-0.575421766,-0.635324557,0.132194528,1.565632598,1.250324734,-1.701047529,4.125106377,bad +1829.0,-4.09003254,1.77797046,-0.55628205,0.128193526,-0.068219915,-3.114148174,0.473929765,good +1832.0,-3.275164357,-3.916601681,-1.177152903,1.11483342,-1.988273423,3.105279305,-3.971721858,bad +1834.0,-1.526079711,0.024294419,-1.275015828,1.252908631,1.582298027,1.147296063,-1.365828711,good +1836.0,-0.359776153,-1.163192596,-0.52483038,2.970166761,2.256458622,-3.209509125,2.932793736,good +1837.0,-1.855433252,-2.330856446,-2.66667362,2.723765777,-0.192415393,-1.832800931,-2.195098992,good +1838.0,-3.736978253,-1.246626967,3.959404232,-0.160639441,2.053188187,-0.68160204,-2.686256143,good +1839.0,0.477685771,-1.876548629,1.212157645,1.893586304,0.372260994,1.816670914,1.461894077,good +1841.0,0.824669522,-1.831780263,-0.127098432,1.285035772,2.62477689,-2.199375268,0.919588001,good +1842.0,-1.812728058,-0.137401701,-0.384122391,2.374094127,1.685303853,-0.10131665,-2.271361874,good +1843.0,-1.977901743,-1.338099941,1.810179607,1.344037443,2.365846835,-1.13748263,-4.768058804,good +1844.0,1.329625793,-0.724636342,-0.828483746,-0.484221187,2.893090553,-1.011137425,2.081537202,good +1845.0,-2.581937119,-1.267016491,0.440147548,2.786573454,0.29023902,-3.863682547,1.226940054,good +1846.0,-1.359289136,0.741524097,1.520133187,1.902104006,2.816536373,-1.64884014,-2.812780317,good +1847.0,2.479433123,1.202742852,-2.22340116,-0.230006326,0.729695304,0.533589611,0.341751002,good +1848.0,-5.275272046,-1.751068011,0.741775962,0.838738282,3.623124915,2.793908962,2.802812312,bad +1849.0,0.416286114,-1.352423646,-0.652457917,-0.955997109,-0.384491288,3.435686058,-1.774588694,good +1850.0,-0.992408851,-2.061264485,-2.320630863,-0.487001056,3.664945919,3.573763365,-0.171976702,bad +1851.0,-1.04780754,0.12558506,-1.04180936,-0.36367479,-0.030234754,-0.972013257,0.260141062,good +1852.0,-1.445901284,-2.705077705,-2.5989065,1.098981055,1.245436327,4.378630175,0.580057429,bad +1853.0,-1.205504909,2.423058106,3.473933471,-1.469718606,-2.79209944,-2.54641308,2.871475348,good +1854.0,-3.470067658,-0.9833098,2.586125462,1.395652374,2.078906195,-1.072424092,-2.273704682,good +1855.0,-1.670067081,1.876464913,-0.217710527,1.954178589,-1.336272724,-2.644002999,1.389061921,good +1856.0,-1.791703463,-1.333415314,-0.540638874,1.649831309,0.011569825,2.302030222,-0.160666067,bad +1857.0,-1.87774551,-1.369189108,2.173237514,2.06540086,1.967434316,0.167084897,-0.831360337,good +1858.0,-0.303611227,-2.976361812,-0.348592933,1.13427489,1.031545964,-1.26365495,2.524172585,good +1859.0,3.342037409,-2.284113032,0.110330592,1.773785974,2.405384986,-0.989197967,4.127360306,good +1860.0,0.734629309,-0.876739738,-2.192778445,0.86851334,1.652879227,2.114735275,-1.075872105,bad +1861.0,0.031080427,-0.643967906,1.847419978,-1.506947344,-3.034203599,2.031735228,-0.312796419,good +1862.0,0.249423487,-0.80950236,-4.113597218,3.278214575,-0.738681801,2.663672429,0.689321251,bad +1863.0,-1.035101657,1.912124879,-0.708495764,2.290872597,0.88524682,-0.280143201,-1.786390953,good +1864.0,0.461166435,-4.701976672,2.272194501,1.433700395,1.235319076,2.790819079,0.700071292,good +1865.0,0.108759953,-1.945531991,0.274103259,0.327996492,-2.26976476,0.158132888,-1.611753292,bad +1867.0,-1.387488079,-1.920004138,-0.838593657,2.172480412,1.278367411,1.954313272,3.418052336,bad +1868.0,-1.654510119,-1.349556441,3.23561412,0.308570722,-0.509226146,1.500709075,3.342109929,good +1869.0,0.127173049,-1.222183036,-2.696056931,1.100273548,0.749773759,1.628203478,0.676821939,bad +1870.0,2.319430963,0.644981353,-2.185412679,2.676259873,1.753957724,-0.382958855,4.595794222,good +1871.0,-2.964773899,-0.187183233,3.186063135,0.379487917,1.999168877,-1.860598181,-4.492389752,good +1872.0,1.220268937,-1.813114807,-2.825256849,0.593481841,2.364036453,2.256644676,-0.550468315,bad +1873.0,-1.964746194,-1.505150157,-1.066101412,1.570596801,-1.201169738,3.841350517,-3.922591293,bad +1874.0,-4.853268227,-2.793570585,0.327410962,1.266214174,0.385904439,4.801720338,0.284448495,bad +1875.0,-0.725286868,-1.136469159,2.66969567,0.498299799,-0.522519814,1.709943818,1.137425853,good +1876.0,-1.38504694,-0.094555188,-2.849892282,1.520713926,0.8391144,2.230514679,-0.402378588,bad +1877.0,1.077682621,-0.556638881,-1.228849147,-0.423770029,1.167051075,-0.058015046,1.631611692,good +1879.0,-2.615956496,0.921263421,-2.521159242,0.312473224,-1.178771633,2.240087213,0.293620924,bad +1880.0,-2.964325412,-0.634887432,-0.121421556,2.546446454,1.870313029,2.425052231,1.293471827,bad +1881.0,-0.499743859,-1.13807292,0.508688415,1.321902827,0.580225039,-2.549181044,1.003754094,good +1882.0,-0.385290798,0.429850651,-2.418576092,2.846474797,3.774742398,-0.829803618,-2.851622849,good +1883.0,-3.566781504,2.148825052,-0.152948255,-0.821546696,1.40236302,-0.436948267,-0.757241868,bad +1884.0,-2.751081375,-1.27252164,-1.791478633,1.679505038,-0.714574594,3.845176932,-0.459299267,bad +1885.0,-1.741838535,0.505490404,0.931157715,-1.937319008,-1.014358389,1.370230026,-2.589079481,good +1887.0,-0.805783921,-1.743926938,0.454461707,-2.837197281,2.275893805,-0.857040545,1.397096248,good +1889.0,-1.483209105,0.383226712,-1.612283674,1.428344379,1.639436816,1.157532707,-1.047266468,good +1891.0,0.594158538,-0.134960924,-2.031985824,3.026534036,-1.622932814,-0.754999081,0.359640298,good +1892.0,-1.256666174,-3.536869475,3.529836966,0.325472589,0.84767732,1.88114006,-0.679388519,good +1893.0,1.45753581,-1.088101774,-0.718263091,-2.046922887,2.717241606,-0.235077531,1.126991099,good +1894.0,-0.562616761,-1.591100181,0.947333151,-0.583821657,0.555165194,2.377404506,-2.208685041,good +1896.0,-2.72714668,-0.44895901,-0.198944468,0.39950337,2.692264477,0.666869346,0.685408528,bad +1897.0,-1.006591786,-0.906543371,-3.341985998,-0.521832649,3.32773848,4.398892867,-2.449484525,bad +1898.0,-1.06419107,0.055564833,-0.860756943,1.717759311,-3.339802012,0.907996772,1.943418859,bad +1899.0,3.660747197,-4.135668229,-3.245701027,0.392139813,3.648021363,0.770487365,-1.911790438,good +1900.0,1.368457614,-3.336679459,-2.614885968,3.099659404,0.207258966,-0.441296764,-0.321599953,good +1901.0,2.047870408,-4.873519219,1.144983168,0.503413492,3.855533162,-1.613822988,3.232687294,good +1902.0,-3.051751378,-2.011781356,-1.162722107,1.666779907,-0.951236535,2.959817391,0.876718842,bad +1903.0,-3.09594744,-1.789665222,3.199965816,0.622973395,2.391803533,-0.026330414,-1.122796031,good +1904.0,3.299296698,-1.794590398,-4.918974016,-1.070932396,2.360581263,0.54473792,-0.587674412,bad +1905.0,-1.291458924,-1.672009269,-0.746471019,2.846835147,-2.52227973,2.225132838,-0.180186783,bad +1906.0,0.538071195,-2.58376704,-0.373150523,2.60791603,1.744845562,2.851639173,-1.455314217,good +1908.0,0.763598426,-1.429125238,-0.340216503,1.658917029,-1.251979348,1.424636916,0.842211258,bad +1909.0,1.411866768,-0.131127739,-4.547112874,3.194631624,-1.435088988,1.042234156,0.033384684,good +1910.0,3.375176944,0.866270381,-2.624965547,0.913562619,-2.329670952,1.996365555,0.575495381,good +1911.0,-1.234220685,-0.242813913,0.089991623,1.525911722,0.81410579,0.186101676,-2.553685122,good +1912.0,-0.840498017,-2.306951472,0.067696768,1.943917517,-0.464823853,0.895223225,-1.3334791,bad +1913.0,1.574285217,0.745976125,-0.571434913,0.050196237,3.499596118,-1.843712986,0.015523334,bad +1914.0,2.473157541,-4.475833681,-1.002368477,2.577348815,4.986027543,-1.950930029,1.340208338,good +1915.0,-0.953475721,0.61583338,-3.584262169,1.189656118,-1.12943968,0.338341881,-1.453878333,bad +1916.0,-0.093939404,0.13987119,0.645932492,-0.35896274,-0.525481522,1.858333496,1.054950604,good +1917.0,-0.500907293,-1.515588341,0.518894693,-0.747127786,2.03251822,-2.220710772,0.52763269,good +1918.0,-0.585695101,-0.9056982,1.232224513,-0.199455764,3.480448859,-2.88333219,3.600796684,good +1919.0,-0.694597469,-5.343076463,5.8623561,1.162238433,2.294458014,1.640538073,0.896418974,good +1920.0,-0.808597416,-2.067359276,-1.937311274,1.458267589,-1.087282075,-0.425100176,0.460380026,good +1921.0,-3.381068968,-2.62175816,3.187340205,2.043881444,3.062442644,-0.363865852,0.570639948,good +1922.0,1.457466741,-0.466283976,-2.339907598,1.003581518,-1.391224328,-0.64749794,-1.618798405,bad +1923.0,-2.125665712,-0.376316972,2.956503243,1.233274673,0.485446957,-0.059427793,1.436332986,good +1924.0,0.87236632,0.173314327,-0.190435941,0.138100662,2.872311058,-1.75739624,2.024089693,good +1925.0,-0.074265153,-0.922034021,0.988268239,-0.238596542,1.743087552,-2.188165104,0.483902441,bad +1926.0,0.919370768,-3.102986782,-0.153153248,2.541856654,0.752275592,-1.918296603,0.376595844,good +1927.0,-2.513610772,-0.508219391,-0.231116584,-1.943160135,0.666356615,-1.936065241,-1.394149587,good +1929.0,-1.378677838,-0.342359065,0.705051831,1.376642573,-1.690191601,-1.386841715,1.001952064,bad +1930.0,0.888573941,-2.706129366,0.874330097,0.77414859,1.571062399,-1.589267789,3.399375591,good +1931.0,2.405653269,-1.587522593,-3.348739086,2.978996673,-4.688477534,4.615175061,-6.955460367,bad +1932.0,-1.125288337,-1.845454,0.548017726,-2.162441384,4.830884086,-2.314961022,2.069446272,good +1933.0,-1.352830351,-1.775617733,2.741242267,-0.892613683,0.286592561,1.352466007,-0.439551693,good +1935.0,-0.699261344,-1.259739331,3.069935087,-2.222392583,0.453898824,1.664953492,-1.507584962,good +1936.0,-2.222192932,0.251996152,-1.296072559,0.039530485,-2.122166717,2.181627433,0.701928115,bad +1937.0,-0.294542983,1.568022196,-0.080591583,-0.58258044,0.690705791,-1.804404903,-0.163210965,good +1938.0,0.770097512,-2.382820746,-3.306897649,0.374404121,1.982700619,1.93360275,2.626749321,bad +1939.0,-0.701007452,-0.566161812,-0.642784228,1.222705831,1.115984833,-0.382661797,0.956782203,bad +1941.0,2.507582407,-3.544390441,2.909640954,3.740228068,-4.433225912,-3.998858143,-0.88488274,bad +1942.0,1.305605876,-1.204641425,0.288752743,0.806546347,-0.406499813,-1.020094813,1.500926927,good +1943.0,0.783392908,-0.782197492,-0.177542644,1.217637139,-1.441139571,-0.454873235,-2.148650397,bad +1944.0,-0.906896331,-0.047773852,0.269011332,1.707326055,0.09500717,0.528756689,0.24132956,good +1945.0,0.941631702,-2.835137617,-1.484719333,2.567411254,-2.487890315,-1.269092799,-3.168638448,bad +1946.0,2.193167517,0.430661498,-2.222036172,1.621239054,-0.577165711,0.352711321,0.578838057,good +1947.0,3.710401867,-3.067326329,-3.067985635,1.92886455,1.906900786,1.027754946,1.385611637,good +1948.0,1.562080802,1.873431333,-1.588408555,1.349167216,-1.116332123,-0.399389997,0.420270888,good +1949.0,-0.588101844,-0.910437684,-0.450408815,1.42368466,0.787306221,0.022528706,1.7260921,bad +1950.0,-0.933820314,0.145142898,-3.419538341,-1.523718813,0.277347978,4.781141877,-0.281977942,bad +1951.0,-1.60220322,-2.234048307,-1.445256726,1.421623644,-0.559610859,2.006623105,2.501694047,bad +1952.0,0.037374976,1.389835944,-0.244111061,1.486668936,-2.871368047,-1.437053498,-0.353434952,good +1954.0,0.485271459,-0.009211074,-4.028832673,0.804454728,1.069991142,4.018541156,0.554639352,bad +1955.0,-3.565937398,-2.870644912,0.869659705,1.109261096,4.234035096,3.144795231,4.371277287,bad +1956.0,-3.288756166,0.065990303,1.196369196,2.313421976,-1.005347824,0.227669365,2.503739294,bad +1957.0,0.558270558,-4.287580027,3.234078506,1.713390894,1.851739704,0.900321083,-1.425231325,good +1958.0,-2.775878946,-0.680913711,0.727235593,0.28170529,2.6504278,0.094429883,2.860697945,bad +1959.0,-3.163118966,-0.12330382,-0.20261736,2.206348183,-1.494392356,3.44735858,0.011511544,bad +1960.0,-1.278617911,-1.91366762,1.640518135,1.512861527,-0.644016073,1.823376317,-0.011438035,good +1961.0,-2.636867607,0.711025726,0.577419411,1.519662133,2.25102699,-1.054412134,-1.509871219,good +1962.0,-1.009286586,0.485185059,-1.496391364,1.85512666,2.363582623,0.615000834,-1.819622356,good +1963.0,-0.588400955,-0.861715325,2.351375803,2.296408007,0.633615222,0.594139957,-0.121784757,good +1964.0,-0.351184406,-1.940615905,0.730089876,0.837834661,-0.537396835,2.734557997,0.14140555,good +1965.0,-1.146688726,-1.546559079,-0.357794753,1.432670682,1.722944582,0.152415396,2.424332415,bad +1966.0,-4.298454392,0.808509155,1.972696432,0.741376932,1.067130864,-0.926395059,-1.930633745,good +1968.0,-2.851894665,-0.610942816,-1.19440612,1.177966633,-0.273821289,1.491300794,-1.131703903,bad +1969.0,-2.737078563,-2.429581351,4.120719586,0.617622993,0.595397404,0.460919112,-0.944009775,good +1970.0,-0.466922125,0.853342475,-3.116447972,-0.059156058,-2.264304919,3.829823256,-0.142374841,good +1972.0,-1.247655217,-1.980221982,2.402870961,1.330672585,0.606992546,0.822809913,2.450725045,good +1973.0,0.905833762,-0.751363706,-3.485991924,0.997933312,-1.824294131,4.787430275,-6.547608222,bad +1974.0,-1.389875437,-0.534275313,0.251202403,0.792015711,1.065488839,0.519635062,-0.475792246,bad +1976.0,-1.538623627,0.194289997,-0.925396631,1.119382152,-0.678275352,1.809142627,1.155911804,bad +1978.0,-0.656901337,-1.2383476,1.036869932,2.136844434,2.919869997,0.690906823,-2.321158436,good +1979.0,-3.572582619,1.059641894,1.46963149,-1.684308558,1.326312304,0.308534957,-2.090557189,good +1980.0,0.264645476,-2.387416378,0.747919219,3.268404667,3.200952534,0.241229025,-0.270345315,good +1981.0,-1.685120839,-4.621196406,4.931041828,-0.763766097,1.517063082,2.211660073,1.307555892,good +1982.0,-1.531814342,-2.755601163,1.131343119,0.089504718,-0.331715969,-0.873519876,4.787568824,bad +1983.0,-0.228743136,-3.57368297,0.838211794,2.552136107,2.397737676,1.490477915,-3.172841066,good +1984.0,-1.507007906,-0.37218244,-4.486023577,0.048306142,-1.10981054,4.961810904,-0.393669424,bad +1985.0,-1.94241768,-2.252908158,2.652565522,1.338927362,0.105913933,1.463175231,1.454577903,good +1986.0,1.196033372,-1.921522242,2.432934226,0.2927131,0.519451632,1.312729945,-1.483232895,good +1987.0,-3.939220788,-0.703665486,3.132508504,2.00103787,3.255782592,-1.50618096,0.402124291,good +1988.0,1.279257081,0.126719099,-0.986086673,1.055574691,0.124431158,-1.097568699,-0.621715231,bad +1989.0,0.536039194,-2.901427756,-0.649095399,0.676679109,-0.099345356,-0.94110431,-0.445385345,good +1990.0,-1.399738117,-1.169862153,-0.514639403,2.554174288,2.455876215,0.409372142,0.356405327,good +1991.0,-2.793437528,-0.011650279,0.807352443,-1.531250881,1.526730999,0.968054221,-2.738833565,good +1992.0,-2.585615654,-0.045807165,0.870952196,-0.136892704,-0.037032279,1.07186425,1.50001457,good +1993.0,1.074947183,0.664999276,-0.426341675,1.317769593,3.456734515,-2.589148068,1.914618382,good +1994.0,-3.449440829,1.679028344,0.084188758,1.709304557,3.5768937,-2.207233715,-2.143204755,good +1995.0,-0.726807449,0.232626823,-0.147578668,-2.58448605,0.740857708,-0.476960644,1.400482969,good +1996.0,-0.853172557,-3.685279413,4.862675993,1.33522806,1.87305425,0.618674123,0.597076592,good +1997.0,-3.253899238,1.376306082,0.35554823,-0.634737708,0.846777798,-0.441784939,-1.115966245,good +1998.0,-1.283345178,-0.186850919,0.400307489,2.201901973,1.157646411,0.173307861,0.657650379,good +1999.0,2.415619502,-0.996883024,-3.575635885,-0.327394135,4.083034742,0.964864831,-0.319050723,bad +2000.0,-1.111047637,-0.951366149,-1.147093478,0.241393722,-0.755812722,0.286725408,-2.720479949,bad +2001.0,-6.905803173,-0.599814577,3.640811227,-0.807991164,3.090986845,-1.912563985,-2.135251693,good +2002.0,5.403275751,-4.026721298,-3.991688193,1.621552407,2.086260384,3.162069798,4.915941101,good +2003.0,0.430265328,2.58051832,0.46936441,0.938059721,1.339322289,-2.722897099,2.579043452,good +2004.0,0.448403045,-1.394092223,1.270388798,0.874447696,1.730055305,-2.757573044,1.760895731,good +2005.0,-0.089021588,0.664595344,-1.784197176,0.744092625,1.098127041,1.647644653,-3.484108935,bad +2006.0,-3.65522619,0.5573377,-0.326562959,2.16042424,5.027975868,-1.980610936,-2.03105815,good +2007.0,-1.774167011,-0.216195261,0.410931445,0.75748738,1.044850256,-0.930623076,2.189273559,bad +2008.0,-1.912067865,-1.205841571,-3.647439534,1.101008689,-2.655179595,2.269522573,-2.197877521,bad +2009.0,-0.288879112,-0.77934068,1.013417541,1.220570092,1.674267687,-0.871922368,0.067609917,bad +2010.0,-0.509274511,-1.61525381,1.423952057,1.600770555,0.676752984,0.98174377,1.03430939,good +2011.0,1.464741786,-3.362115856,-2.567966481,2.725426869,1.962865932,-0.537778369,1.788154413,good +2014.0,-0.57575845,-4.425986303,-0.261717525,-1.557399872,5.079227105,-1.727586272,1.50903555,good +2016.0,-2.253727547,-0.356549007,-2.4004501,1.671237171,1.08206531,1.409127744,-1.788594744,bad +2018.0,-1.557786409,-1.471138953,-1.669224586,0.306207078,2.125749174,3.335779504,-0.649064514,bad +2019.0,0.153654355,-1.163029706,-2.760125125,0.982071112,1.725525876,2.387508499,0.25769443,bad +2020.0,1.164775257,-2.340639029,-0.490882946,2.896870727,0.86353698,2.694133866,-0.20164097,good +2021.0,1.581219652,-1.938300594,0.709167053,0.961856589,-0.913408452,3.316931419,0.855149248,good +2022.0,3.733160751,-2.630307377,1.514313925,1.711900122,-1.678539879,-1.706189996,-0.510457242,bad +2023.0,2.316230888,-3.853371915,-1.18844711,3.765607259,0.940405563,-1.025423502,2.48045173,good +2024.0,-0.079988616,-1.121805073,-2.112415432,3.120869418,-2.889311123,3.30488941,-1.446176434,bad +2025.0,-3.523589685,0.494272579,-0.275020086,0.046170188,-3.122809512,-2.132912321,-1.668711571,good +2026.0,-1.783655783,-2.933478072,0.276863915,0.284644285,2.387229867,1.772527081,1.186414598,bad +2027.0,3.026625103,-0.767462689,-3.016153344,-0.285969415,1.866202582,1.471523116,0.432627179,good +2028.0,-2.024398064,-2.3441758,-0.223759414,-0.468512004,5.812242075,0.784822869,4.434521041,bad +2029.0,-1.571191214,1.181532348,0.985552829,-0.248954062,-0.558787768,0.147129238,-0.450351301,good +2030.0,-4.805460859,2.313634942,0.755489388,-0.768511423,1.505760167,-1.124245389,-2.428275981,good +2031.0,3.152564811,0.673119713,-1.704854083,4.512371253,1.350953434,-1.022986756,4.820600657,good +2032.0,1.105708864,-0.943267829,0.131487082,-2.08107586,2.093367908,-0.651310582,1.175072561,good +2033.0,0.236506868,-2.098851225,-3.94379567,2.188713745,-0.836872429,1.278689698,-3.212773437,bad +2034.0,-0.620329645,-0.482662727,0.334240027,1.043739421,1.266541038,0.698872155,-2.283013329,good +2035.0,-5.879770744,0.985776008,0.483918461,0.896278039,3.640081126,-1.692468011,-1.424985366,good +2036.0,-0.568806198,-1.893882091,1.450927843,0.545213048,-3.622027834,-0.952009867,-1.373321887,bad +2037.0,1.570026332,-0.910843361,-3.69611909,2.353818029,-1.276926366,1.016101258,0.327346075,good +2039.0,1.525991681,-2.208141852,-1.03105051,2.534585514,-1.322705161,-0.569179191,-1.736012279,bad +2040.0,-0.519382426,-2.409052242,-1.399647855,1.389051938,2.12126937,-1.978343912,-0.08337454,good +2041.0,-4.41894622,-3.257060307,-0.880693783,-2.073271551,-1.332738442,5.917885993,-3.508051832,bad +2042.0,-3.360436166,-0.453961255,0.98522796,-1.760200315,0.093801121,1.954173736,-1.717266777,bad +2043.0,-0.661029353,-2.028037794,-1.003876658,0.095921124,1.110528648,1.144246252,1.987429612,bad +2044.0,-3.869670838,0.548425831,-2.411873823,-0.3381157,1.52193191,2.496692233,-2.423093249,bad +2045.0,-0.596809188,4.369571494,0.181873551,3.255675296,-1.491297288,-3.31005709,2.728708138,good +2046.0,-2.14046881,-1.472739328,-0.545664344,1.372053319,0.662564224,1.266806589,3.604772068,bad +2048.0,-1.898389482,-3.682617391,4.521893999,1.289006287,2.630410581,0.242000892,-0.299100961,good +2049.0,-0.86900602,1.48972086,-3.339623642,0.887945523,-1.321160127,2.647405534,2.355625894,bad +2050.0,-1.251408171,-0.043487362,0.590500098,0.887160182,1.368709935,-0.614642651,-1.01691619,bad +2051.0,-2.221113828,-3.085519871,-0.737283073,-0.931100276,-0.906036979,2.929602279,-4.18344198,bad +2052.0,0.235550495,-0.743987656,-2.23897547,1.929705461,-1.331811846,0.934118092,-0.286911456,bad +2054.0,-1.770374991,-2.619782722,2.710192633,0.43307871,2.980502899,1.307302676,-3.088850587,good +2055.0,-0.567316747,3.332821453,-4.557395287,-1.008061214,-1.190466298,2.600115834,-3.023189457,good +2056.0,-0.792811525,1.365261448,-1.139326284,1.44881012,-0.494653115,0.758329102,2.344657884,bad +2057.0,-2.618685883,1.933378029,-0.681005397,2.04693777,2.018627533,-1.169149912,-2.486120112,good +2058.0,-0.48595147,-3.295631013,3.069043741,1.283813801,0.287897137,1.821316404,0.293289976,good +2059.0,1.335718605,0.72821767,-2.595384659,1.423958085,-0.038447614,-0.617970996,-0.292091057,bad +2060.0,1.847878345,0.469678201,-0.994127985,-1.029463529,4.308332069,-2.857492446,1.840285348,bad +2061.0,-1.367102458,1.253191696,2.69961954,0.151699678,1.042048576,0.371808634,3.316119737,bad +2063.0,-1.231072429,0.549602197,-0.915629035,0.555966625,-0.316263574,0.552082983,-1.19106958,bad +2064.0,0.05874291,-3.289808544,3.872647603,1.194497978,1.270256103,1.176354914,-0.839104478,good +2066.0,0.665185203,1.028354738,-1.281157846,2.603482852,-0.143778961,0.733716203,1.105284862,good +2067.0,2.255393682,-3.51953343,-2.498390014,0.688477709,0.966496856,0.36329525,-2.008544885,good +2068.0,-1.037962063,-0.10822242,0.629296936,1.424793849,0.333889246,-1.374907117,0.28457265,bad +2069.0,-0.769126954,-2.158429909,1.902392292,1.127191179,-0.201490141,1.91293074,-0.062892903,good +2070.0,-1.095300081,-0.689905071,0.079552523,0.421389288,-0.711749599,-1.994697311,-0.155530675,good +2071.0,-2.023427392,-1.661363351,2.592763979,0.70153623,0.78740983,0.931920812,0.341899461,good +2072.0,0.131873694,-0.768468854,-4.736098336,-1.744694683,3.886771304,2.009640917,0.163437326,bad +2075.0,-2.295813559,-2.917692527,-1.058796127,0.617371758,-1.959403046,2.531233516,-3.004118614,bad +2076.0,-1.811287862,-1.204246673,1.453347164,1.445390945,0.424619294,0.412867495,1.088504595,good +2077.0,-2.466353157,-1.85198635,2.662714892,1.892491621,1.069393056,0.290928139,-0.398543188,good +2078.0,-0.198221898,-0.496620367,0.351846971,0.058835702,1.803724472,0.368058992,-4.534759594,good +2080.0,-2.859172833,0.126924531,2.575793523,1.555869911,0.820581706,0.076740622,0.159723075,good +2083.0,-0.729853803,-0.512728565,-2.418846931,3.087692605,-0.29605865,-1.760261092,0.079276104,good +2084.0,-4.886504935,-0.358219124,1.171250569,-1.406304704,0.790601197,0.559697616,-2.13744482,good +2085.0,-2.049528736,-1.268742529,2.49869252,-0.078154233,-0.060279761,1.825778221,1.886580978,good +2086.0,-3.309268609,-0.714364083,-0.953209741,-1.555607706,-1.432569434,1.389565971,-3.122379218,bad +2087.0,1.730568367,-2.407754753,-0.497006285,-1.807876891,0.962064996,0.636254986,1.382718983,good +2088.0,-2.647026678,0.091678176,-2.891848862,-0.583634463,-0.911458575,3.693075778,-0.618401567,bad +2089.0,-1.899577847,-1.093154953,-3.180823606,0.771270441,-1.916282337,1.975060742,-2.24664311,bad +2090.0,-1.834045786,0.85207234,-2.358210348,0.657595856,-1.532116578,1.983561342,0.810122508,bad +2091.0,-0.000752023,-3.554890292,-1.110145172,2.093299951,-1.968881706,0.401407765,-3.513559603,bad +2092.0,-2.649470223,-2.985518495,3.760676514,-0.083911497,1.78951681,0.359650005,-3.427009421,good +2093.0,1.835205542,2.634609788,-2.240741471,1.252773683,0.553616308,0.015986593,3.292110029,good +2094.0,-0.599056927,2.046434357,-2.87766244,0.505388937,0.228995821,1.890558671,2.211755911,bad +2095.0,-1.545791361,-2.289821041,0.214996787,2.274042131,-2.369316723,-0.110317447,-1.498656037,bad +2096.0,-1.888943699,-1.483683043,2.042191419,-1.903498708,-0.653684695,3.429615947,-1.420395519,good +2097.0,-2.425937082,0.545866744,0.566560572,-1.149181545,1.228715001,-0.207189661,-4.11808396,good +2098.0,2.56304509,-0.594134087,-5.571881446,0.370689553,-0.735662392,2.904305615,-4.068279734,bad +2099.0,-1.670721247,0.251100055,0.771103177,1.526792313,1.648838014,0.696441213,-1.139213205,good +2100.0,-1.473450946,-0.117986532,-4.148934165,2.171342301,-0.870415439,3.486062543,0.556336179,bad +2101.0,-0.920415592,0.822876415,-0.637388279,0.784929119,2.515817562,-0.806609826,-3.635637004,good +2102.0,0.025323798,-0.774397273,-4.819656618,1.129533855,-3.017921521,2.716157467,-0.99116221,bad +2103.0,0.544928791,-2.950038214,-1.560640284,0.391411712,1.89848019,3.018338969,-3.03673955,bad +2104.0,-0.736511346,-1.46560181,0.210433706,-0.156904598,0.514415818,-1.754274319,0.638418811,good +2105.0,-1.716625199,-1.228013068,-0.8723251,0.931502037,-2.082361597,0.002732702,-2.246384251,bad +2106.0,-0.489236652,4.093888412,-0.117897264,3.427268325,-1.232980826,-3.759720025,-0.360762862,good +2107.0,-3.639183136,-0.338087466,0.33654657,-0.691196009,1.007092104,4.55223592,1.136985378,bad +2108.0,-0.999039073,-1.540049412,2.157181236,1.558691565,0.678530472,0.748516402,-1.356950956,good +2109.0,-0.090270944,-1.726818821,1.353851057,0.264375161,2.006328749,1.038351489,-3.391138415,good +2110.0,-1.11416808,-0.782227158,-1.015545793,3.868902504,-0.455818388,-1.200251191,-0.778000656,bad +2111.0,-0.694671654,-1.573373246,-2.501968221,2.817212839,-3.079667471,2.544749362,0.518192204,bad +2112.0,-0.496455727,-0.748864383,0.824484529,0.112490599,-0.536664849,1.827994377,-0.856481232,good +2113.0,-1.225928445,-1.242701574,-1.206389193,2.787051948,1.796350659,-2.925687592,0.933022857,good +2114.0,-0.322462195,-2.575139879,0.329670845,0.311691902,-1.843513963,0.237368419,-2.715597414,bad +2115.0,-1.804617728,-2.012472882,-2.070452517,0.094962469,4.649714343,1.990744178,4.430772373,bad +2116.0,1.139748835,0.166730617,-2.011508254,2.452914,-2.625881517,-0.249664187,-1.93413049,bad +2117.0,1.208430101,-4.525804563,3.42247298,0.756226477,0.50964242,2.841901376,-0.575944026,good +2119.0,-2.900552504,-2.392043352,4.162221352,0.97391202,1.28531825,0.319056379,0.10671871,good +2120.0,4.83460754,-5.187416274,-1.230020786,1.01019782,4.759434044,0.31102365,2.60786687,good +2121.0,-0.677032124,-2.808800817,3.88679959,2.564403888,3.020892076,0.313849067,0.391850889,good +2122.0,-4.380522956,0.809744386,0.866777904,-0.296215228,1.277305245,-0.535528334,-1.109341247,good +2123.0,-2.649304596,-0.212368538,2.472781113,-1.887866252,-1.406507805,2.439665618,1.371130948,bad +2124.0,0.324868846,-0.92089963,-1.861310293,2.15072995,0.402145123,0.015447993,-1.361078055,bad +2125.0,-1.558177786,-1.172793678,0.194824604,-0.164852052,-0.839426246,1.011010427,-1.638679394,bad +2126.0,-2.260565556,-0.598817666,2.605248562,1.534068608,1.355840848,-3.367617094,6.267182876,bad +2127.0,-1.489039304,-0.448912855,-2.558605577,1.00778504,0.556596724,2.005437901,-1.392445032,bad +2128.0,-0.792714002,-0.229621419,-3.055723052,1.945335333,-0.509488018,2.215651848,0.1481226,bad +2129.0,-1.870055746,0.488218275,2.420147264,-2.465425969,0.32437699,1.300471525,-2.046627469,good +2130.0,0.112633012,-1.004231467,-0.924331017,3.033640552,0.189144141,1.914676724,0.837869179,good +2131.0,2.617564252,0.081924184,-0.364518069,1.387658087,0.909087535,-0.704888323,2.269546816,good +2132.0,1.027470747,-1.01201852,-0.246328767,2.046916339,-2.115655588,-0.037873136,1.136907353,bad +2133.0,0.292053647,-2.83944957,0.334109459,1.396526631,-0.439524526,-0.26325533,-2.947236366,bad +2135.0,0.899359303,-1.96029597,-0.961782158,1.970223805,0.607312971,3.057713437,1.192569843,good +2136.0,-1.150426728,-0.459379092,0.634940734,0.776135455,1.55747963,0.489847356,-2.073924429,good +2137.0,-1.288116458,-2.044986299,-1.57236597,2.047004622,0.50247014,1.19218136,-2.711856524,bad +2138.0,-0.142938459,-0.481338315,-2.28601509,1.400622035,0.147894118,-1.129558548,-2.214664806,good +2140.0,-1.500364656,-2.547763152,-0.821351497,0.771691541,-1.203177526,1.068332559,-3.257193758,bad +2141.0,2.313424663,-1.963352972,-1.548023171,-0.031263658,-1.463958695,4.328298465,-0.835054852,good +2142.0,3.726244829,-1.358237337,-0.487663997,2.826486791,1.795483085,-0.903646552,4.093808854,good +2145.0,1.652673127,-4.980836026,0.873583607,4.479749518,-1.877823339,-2.154690413,-3.545769631,bad +2146.0,-1.865761716,1.057888502,-0.485027752,-0.063377955,-1.78388516,2.255705213,-0.150866596,good +2147.0,1.472628167,-0.533480491,-4.399630162,2.291794636,0.149331683,0.556242287,-0.858438387,good +2148.0,0.094281584,1.041114399,-0.610460957,1.28456932,1.107153344,-2.003501488,2.872205132,bad +2150.0,-0.144185984,0.620742875,-1.931273523,3.209633746,0.42710461,1.093505833,2.252121481,bad +2151.0,-0.211408934,3.164263246,-1.108673451,3.980778927,1.26355654,-3.791455724,0.126464569,good +2152.0,0.76350284,-2.339085863,1.641531318,0.879753103,-1.780681789,0.666351205,0.179404391,bad +2153.0,-0.823277336,1.277006271,-0.501902601,-0.763764362,0.315998164,-1.185310585,2.221617546,good +2154.0,-0.440814997,-0.045822824,-1.638420507,1.061085169,-0.504020469,0.851915162,-0.129357025,bad +2155.0,0.602283588,-2.205630506,-0.261152989,1.954799684,3.788698364,-2.59096555,2.892828747,good +2156.0,-1.586743341,-2.823856603,3.472991638,1.762574713,0.683963385,0.427569634,-2.179352823,good +2157.0,0.782667317,-1.865944317,-0.643715575,1.095487435,1.03693603,2.835644816,-1.277183124,good +2158.0,1.837040772,-1.358521162,-1.228704369,2.756600486,-0.909358344,0.2839664,0.467697195,bad +2159.0,0.586694575,-1.333885902,-0.292023479,1.13649496,-1.937563778,-0.40091978,-0.921238606,bad +2160.0,0.155221377,-0.735737747,-1.377105771,3.192885018,-2.946156176,-1.046913021,-0.594522307,good +2161.0,-2.476002145,-0.452070324,0.931480519,1.458111612,0.692759378,0.409611271,0.288334411,good +2162.0,-2.802672809,-1.628473884,-3.316330691,1.044711193,0.063320365,4.655383423,-1.606343106,bad +2163.0,0.530865366,-0.814332096,0.016463139,1.480458148,2.033640551,-2.741933597,-0.533808885,good +2164.0,-1.218792953,0.556167654,1.294596592,1.164562488,0.661530477,-0.801403196,0.939595556,bad +2165.0,0.42978354,-1.903909733,-1.474212804,1.097044519,-2.203614036,0.726146407,-1.662029824,bad +2166.0,-0.062090213,-0.213946902,-0.242225762,2.850387081,1.908284984,0.217773856,-0.247001025,good +2168.0,1.716020704,-3.910784154,-2.83585439,1.298777726,0.993305361,0.547551833,0.246129771,good +2169.0,-0.877526715,-0.403724649,0.783132125,0.903129897,-0.130447559,0.359689875,0.483467424,bad +2171.0,-0.047806543,1.481495384,-1.241820016,1.153462777,0.707333259,0.402332005,-2.650827913,bad +2172.0,4.462673691,-1.13273302,0.826322493,-2.59824637,5.461806557,0.313965906,5.91888783,good +2173.0,2.069823748,-1.987112469,-2.658363796,2.204464118,0.340968413,0.276198288,1.030098094,good +2174.0,-4.389032417,-2.012014025,0.416052283,1.155302186,0.845483421,1.777485812,5.614975313,bad +2175.0,4.305849179,-3.431048364,-2.630272319,3.62169029,1.385819172,3.792586559,0.11629875,good +2176.0,-0.768129713,-2.104779279,-0.490160386,2.695262197,1.602198559,1.898814361,-1.414392056,good +2177.0,-1.042922746,-0.708490352,-0.157402388,0.950915787,1.027566496,0.461387136,-1.082842655,bad +2178.0,-0.902666687,-4.034102198,2.158641804,1.725307725,-0.160970254,-1.02650725,-4.448054211,bad +2179.0,-2.567027949,-0.538892111,2.661353251,0.434470196,0.048949287,-0.023129717,-0.603270824,good +2180.0,2.203787367,-0.447803183,-1.234655097,1.646954969,1.229152433,-0.413445163,2.399052542,good +2182.0,1.587379525,-0.449550631,1.154522763,0.349009448,0.417567442,-1.400332754,2.530517323,good +2184.0,-0.129502399,-4.690070641,1.126250345,3.03602191,2.295715138,2.492054051,-0.476322949,good +2187.0,0.750814186,1.246413162,0.790365512,-2.375099162,0.404926201,-0.433943964,3.670181522,good +2188.0,-0.390173063,1.904167267,-1.118364299,1.558759764,-1.58278882,-1.294414713,1.575293784,good +2189.0,-0.908678227,-3.348000698,4.132449972,-1.191939094,2.331181898,0.994385693,-2.43979642,good +2190.0,-1.222465825,-1.390363637,-0.848536828,2.346494485,1.522259618,-2.98614991,0.420361836,good +2191.0,2.808188683,-1.000027757,-1.398065291,0.684466748,2.944581007,-0.606885097,1.560880955,good +2192.0,-0.503316995,-0.704216886,-3.883713649,0.628402893,2.458651035,3.698133576,-0.409698609,bad +2193.0,-2.447816326,0.824679098,0.143270373,1.478978273,1.810475947,-0.340230463,0.671943146,good +2194.0,1.341187327,-0.351865294,-0.910001468,3.59061853,0.938523436,0.09384146,-0.400220952,good +2195.0,-1.310657812,-1.210850946,-0.789613398,1.720657274,0.214007605,3.557588395,-3.000197815,bad +2196.0,-3.701798541,3.207895588,-1.811640348,-0.984135799,1.62468603,-1.270178238,-7.010538475,good +2199.0,-3.309756268,-0.119803874,-3.03695312,0.56283121,-1.226005544,1.858117339,-1.990957758,bad +2200.0,1.657435643,1.923801596,1.447565855,2.069748375,1.714583111,-2.896040028,4.514503907,good +2201.0,-1.44837283,-0.472324969,-0.28450227,1.47149743,2.708222184,1.332536663,0.658072598,bad +2202.0,0.705151025,-0.975941243,-0.317426701,0.229511689,-0.792009283,-0.686751105,0.967041295,good +2204.0,-2.890416748,-2.458837644,-1.909801503,1.449790235,0.329820133,4.568928461,-0.337194942,bad +2205.0,-0.891097343,-1.405426104,-0.348578398,1.563817505,-0.487976794,1.124207279,-0.361346892,bad +2206.0,0.525331564,-4.48793224,0.867200867,1.227252549,-2.108394016,1.470957892,-2.643474086,bad +2207.0,0.794249191,-0.050024249,-1.145347533,2.031164911,-0.066799224,-0.681423567,0.013338089,bad +2208.0,1.867104765,0.036132936,-0.016261292,-0.134033853,3.790914295,-1.49410829,3.251512146,good +2209.0,-0.939374182,0.360852891,-0.892405419,-0.282832832,0.700530373,0.787688514,-3.496028713,good +2210.0,-4.780676626,2.519171413,-3.199009274,0.0497139,-1.396157619,0.646605119,-0.525431727,bad +2211.0,-0.041564638,-2.53011382,-1.487798006,1.27552067,-1.191593687,3.037346004,-1.245114712,bad +2213.0,-0.334986066,-1.667267722,-0.10478713,2.107930477,-3.644782882,0.045081901,0.198688716,bad +2214.0,-0.651106447,-3.111428715,-2.324016517,1.857068791,-1.278932919,2.301824124,1.615739883,bad +2215.0,-1.141674539,-0.795050543,-0.041325635,0.738604119,-1.396352229,0.458395341,-0.641906912,bad +2216.0,-2.162204213,-0.177489528,-2.536287216,0.730679333,0.216158022,2.556700744,-0.693294222,bad +2218.0,1.230079928,-2.136526255,-1.644883753,1.701972126,-1.116911404,1.121949359,-0.613702772,bad +2219.0,2.828637642,-1.154014648,-6.35974912,-0.112942198,2.870289999,2.804619621,-2.550249431,bad +2220.0,-2.436002313,0.084055928,0.222926103,1.398836725,-1.796494906,-2.587192294,0.362517495,good +2221.0,0.911789148,-0.15565199,-0.457495966,2.382532318,-0.870300692,-1.313018732,2.551831691,good +2222.0,0.620445662,-0.008587452,-2.158843757,1.91504063,-1.280245897,-0.342763465,0.022420828,good +2223.0,-2.250172219,0.851410805,-0.384605964,-0.517092054,-2.969104902,1.242169702,1.266060162,bad +2224.0,-2.515845863,0.556791587,-0.256970316,1.133642485,1.241172767,0.291943506,-0.359520606,good +2225.0,0.103847581,2.430741335,-0.228727566,1.31563728,0.465298597,-2.762087148,-0.456343829,good +2226.0,-0.514957132,0.034977924,-0.459915958,1.291525221,0.454003509,1.536034767,-0.693438851,good +2227.0,-0.278953799,-0.563608436,1.888951231,1.177150821,-0.131230444,1.213522064,-0.549522887,good +2228.0,1.274946411,-0.62221895,-1.242830531,1.375191003,-0.294096087,-0.191340164,1.3090311,good +2229.0,0.16851505,-1.876534248,0.691351959,1.918167575,2.777259647,0.382210508,-2.955247077,good +2230.0,-0.882113631,-0.63021827,-2.350978847,1.094072107,-2.922814821,0.701124631,-1.187544333,bad +2231.0,-2.186439071,-0.82962874,2.286443539,2.48069603,-3.498057673,-1.960518456,2.843064411,bad +2232.0,-0.2144846,-2.313936235,-3.942249344,3.562241868,-5.961897048,0.301016789,-1.778796745,bad +2233.0,-4.058226556,-1.956859537,1.791488903,0.618363751,1.018832141,0.69893161,2.400968257,bad +2234.0,0.355133695,-1.294624869,-0.414662426,1.212616092,2.867241644,-1.966610091,2.892003722,good +2235.0,-3.48562754,0.020654389,1.62274983,-2.130544452,0.417311013,0.903365106,-2.17857139,good +2236.0,1.277291216,-1.9840776,0.465389491,1.694732786,-0.057597317,-0.606175323,-0.116073579,bad +2238.0,-2.224323689,-1.239663274,-1.320690059,1.07599828,1.047348521,2.869683262,1.412873536,bad +2240.0,-2.888477189,-2.467959017,2.064439511,1.249091416,2.647103634,0.73238027,-1.341537581,good +2241.0,-1.663651228,-3.591539416,1.790161184,2.841503045,2.26001839,1.567303348,0.090837087,good +2242.0,-1.023914397,-0.188001819,-0.70255069,1.617376553,0.82200077,1.032570792,-0.911224331,good +2243.0,-1.595052938,-0.664682467,-0.41832337,0.376891859,-0.02367138,0.316961692,-0.81231003,bad +2244.0,-1.657083693,-1.07475352,-1.115801573,0.863671721,2.696699677,2.222722634,0.335432297,bad +2245.0,-2.246350138,-2.298751889,1.713391688,4.439500045,-2.842349316,1.574117276,3.02180759,bad +2246.0,-3.313885981,1.260442573,-0.621122397,2.027986009,0.197601923,2.643055659,-2.602720262,bad +2247.0,-3.696848251,0.761063567,0.987403283,2.57453104,3.974331114,-2.365227913,-2.839214332,good +2249.0,-1.356758732,-1.528045709,-3.707089527,1.440727033,-1.209897257,2.9220784,-1.865114573,bad +2250.0,-1.623184045,-0.80700759,-0.371444497,0.431803665,0.467251243,1.741359744,-0.836539152,bad +2251.0,1.201796665,-1.823887812,-1.199269667,0.093851853,3.267926982,-0.971823772,1.630534548,good +2252.0,-0.885606724,-2.208898675,-0.42344758,0.507461969,3.785116596,-2.924911426,0.3652211,good +2253.0,-4.250112494,-1.278961,0.468004304,0.696642467,3.676770382,2.897974386,2.975223485,bad +2254.0,1.756986466,-4.481451766,-0.604617863,-0.449786695,3.550129788,0.070373695,4.110698064,good +2255.0,-1.859442617,-1.809485522,-1.534746818,0.944652976,0.535281082,2.076456979,2.052889264,bad +2256.0,0.481871199,2.273680169,-1.456168246,2.452203772,0.046173268,-1.234474229,-1.005574147,bad +2257.0,0.153430601,-2.911247612,-0.817713752,2.134517734,-0.827077744,0.650187965,1.815367793,bad +2258.0,-0.256326687,-0.538761362,-0.196808308,0.722540681,1.232277676,0.826753403,-0.705385436,bad +2259.0,-1.23971138,-0.557082072,-3.527555152,-0.015960295,0.242422509,3.014370057,-2.011518699,bad +2261.0,1.424942177,-1.474669061,-2.159062059,2.88051773,1.153242031,-0.88746316,0.255152887,good +2262.0,4.102548859,-1.532027935,1.739174622,3.508419886,-3.581638412,-3.467741622,1.811772403,bad +2263.0,-1.931908109,-0.437187157,1.250087873,3.061267222,-1.362074349,0.693815533,-0.247436221,bad +2264.0,-2.702049465,0.347910839,-0.300995475,-0.547443371,1.860433081,0.630312412,-0.676107581,good +2265.0,-0.815346887,-1.980286109,0.940814832,1.897032759,-3.811664332,-3.488174522,-3.277636934,bad +2266.0,-2.447323595,-0.939739943,1.06138129,-0.236998028,-0.061152164,1.665930522,-0.836166022,good +2267.0,3.801708216,-1.622880326,-1.692848533,-1.490343734,3.345865697,1.232736296,2.523712283,good +2268.0,-1.23879291,-0.380977512,-0.439442155,0.490315949,0.978204212,1.573302181,0.355785802,good +2269.0,2.189326857,-1.119179783,-0.642913868,0.982333264,2.790276912,-1.412743392,1.632592779,good +2271.0,-1.070138219,-1.454870752,-2.481910064,1.203107362,1.899227971,2.258958554,0.893563954,bad +2273.0,-0.580451799,0.400891004,-1.218143758,2.407946088,1.367578742,-2.275824219,2.10991205,good +2274.0,-0.051337785,-2.188047004,-1.930941619,3.156301325,-2.526631679,0.383932676,-1.17091649,bad +2275.0,1.084109155,-0.355694098,-1.142577387,0.156153794,-1.098961548,0.339324466,1.618756068,good +2277.0,1.866215448,-1.139945045,-0.021026127,2.35306658,0.598992763,1.803127245,0.581234485,good +2280.0,1.643184405,-2.031034223,-1.365666607,0.277604934,0.336991226,0.380510019,2.047649446,good +2281.0,-4.759438172,-2.516415393,0.58710332,1.199243358,3.218731012,2.725957334,5.568768151,bad +2282.0,-2.110772992,0.459945924,1.803417804,-2.301612047,-0.227348865,1.571548785,-2.639847185,good +2283.0,1.199048252,0.495285195,0.521776746,2.339570633,0.305640771,-2.82010156,-0.045751867,good +2284.0,-0.932976321,0.218100674,2.337452345,1.027432189,-0.372684741,0.108566831,2.504311868,bad +2285.0,-1.818450761,-0.269420085,-1.234098118,-0.79189647,2.609831296,2.733036105,-1.820405061,bad +2286.0,-5.648196033,-0.867212898,-0.325700946,-1.505945118,1.406540799,4.39780589,-2.403308571,bad +2287.0,-1.034137908,1.61259247,-0.216231131,0.186037696,-0.106674838,0.721565379,-2.851279554,good +2288.0,1.988089472,-1.045738509,-3.201109193,2.49343274,-5.647512538,0.204974554,0.523310477,bad +2289.0,2.863320776,1.064390627,-3.840678246,-1.371791941,4.361907807,-1.749734309,0.722138309,bad +2290.0,-0.906691888,-1.319070765,0.114757843,0.699130241,-2.673554112,2.178448915,0.96430594,bad +2292.0,-1.49918899,-0.97213978,-1.038250028,0.577169563,0.601411673,2.003328699,-0.925759589,bad +2293.0,-1.542410968,-0.942480815,-0.508999257,1.246534578,-0.819818136,0.848231585,0.943887284,bad +2295.0,0.712130329,-2.770512367,-1.704817064,0.861370126,-1.343823564,0.782195409,-3.180337542,bad +2296.0,2.022389328,-0.946769757,-3.11752961,1.636830184,-2.023518024,0.928424754,-2.037169723,bad +2297.0,0.662377395,0.665578207,-1.728695203,1.370098588,0.460154077,-1.435427622,-0.577515827,good +2298.0,-0.429592197,-0.474286817,0.084666235,2.239623716,1.230820652,0.468641637,-1.416918958,good +2299.0,1.369183438,1.69474482,-1.294504575,2.304889729,1.021828402,-1.808204095,0.458761382,good +2300.0,1.456556862,-1.892524144,-0.066410459,1.273119771,0.235152661,1.869720669,-2.531913018,good +2301.0,2.577565777,-2.528509231,-3.644774323,1.892484953,-0.932622601,1.163782653,-2.871391746,bad +2302.0,1.200197655,-0.708147312,-4.00150479,2.027165474,-2.098952679,2.622839865,-1.576527775,bad +2303.0,-3.08237622,-3.36791588,5.069020326,-1.427145063,-0.116889567,1.061304956,-1.718581873,good +2304.0,0.053410978,-4.362917431,2.106001496,1.694385842,1.167633655,2.238706594,0.490235188,good +2305.0,-3.523572641,-0.464500208,1.109407856,-1.887772232,-0.557847097,2.895793612,-0.365323639,bad +2306.0,-3.079759205,-1.423470892,2.0046343,0.328651263,1.998417684,-0.473727091,2.446554704,bad +2307.0,0.150914038,1.082719523,-3.459398494,3.348392288,0.125177189,-0.323691945,0.430263765,bad +2308.0,2.018117466,0.00281875,1.570514615,1.484381196,3.538711767,-3.328144072,3.701673772,good +2309.0,3.456805879,-2.700306445,-2.153625349,3.904196882,2.85947843,-1.00658252,0.743703336,good +2310.0,-1.072557405,-1.030779899,0.619457809,2.405212292,-0.049185447,0.704282549,0.273804412,good +2311.0,3.048418182,-1.417848054,-3.72096517,1.870029037,1.671063222,0.753143735,-0.116938612,good +2312.0,-1.318784297,-0.955732508,-1.514348808,-1.254352291,6.226447507,1.16460628,3.080107647,bad +2313.0,3.818402753,0.020783241,-1.556678005,-0.553346779,3.331979805,0.277485971,1.639280607,good +2314.0,0.218231451,-3.116587945,4.143229312,1.481697532,1.388503744,0.840105671,-1.635404402,good +2316.0,0.23073267,-2.729225443,-2.143869768,-1.400213256,1.609957134,0.30422709,-0.297613936,good +2317.0,-2.441251849,2.390132781,-1.51128371,0.133842573,0.35948336,1.664920954,2.229527803,bad +2318.0,2.764036359,-0.333896729,-2.554159219,0.791335796,1.485691092,0.569436273,1.996529898,good +2319.0,-1.746794641,3.511757902,-2.191907688,0.568637437,1.27942102,-0.584781436,-1.188675877,good +2320.0,0.660224225,3.219762019,0.0361015,0.405034333,2.733102359,-2.811419364,1.937289864,good +2323.0,-2.180226255,-1.570609008,-0.855365269,-0.444048362,-0.882006765,3.510034202,-1.176531722,bad +2324.0,0.156593347,-1.777604056,-3.74225768,0.666825013,1.465928947,3.441336039,0.266387675,bad +2325.0,-1.447188749,-1.675930188,-0.464819568,2.638306667,-2.620990805,3.498612406,-0.495153874,bad +2326.0,1.667931328,-1.690135779,-1.552181673,2.73553303,0.636439789,2.39269715,1.194249236,good +2327.0,4.21498135,-5.542290257,-0.329022575,-0.970746456,5.461859052,0.023255606,0.880198889,good +2328.0,-2.970585859,-1.67569901,2.673632118,0.646731152,1.943992978,0.726577731,1.097634922,good +2329.0,0.117483285,-4.09402742,0.224615899,1.919510445,1.486836861,-2.313801889,0.378997485,good +2330.0,-0.360472865,-0.692693223,-3.40816825,-0.275927416,0.341500263,1.674033694,-0.01630256,bad +2331.0,-6.669724753,-1.37158605,-0.677896842,-1.649711908,0.974616928,4.214319804,-3.649341717,bad +2332.0,1.49399631,-0.785932627,-1.410616611,1.133285644,-0.281787512,2.259486573,-0.195111846,good +2333.0,0.128843848,-2.790195384,2.242249942,2.58447224,2.924971498,0.020213794,-0.011582814,good +2335.0,1.317040361,-4.190848806,1.492964325,2.62912962,0.064027018,3.578315521,0.797920023,good +2336.0,-1.286048399,-2.465490554,-0.889402362,0.661327395,-0.833475908,1.743180036,-2.830523857,bad +2337.0,-4.76866674,2.128980397,-0.074342473,0.939615211,2.64209448,-1.488100155,-2.204790514,good +2338.0,1.557779791,-3.556247763,2.209099677,1.185904198,0.982664799,1.779666477,-0.540070346,good +2339.0,-3.049346357,0.06711044,1.741481054,0.800206207,1.128095671,-0.948430868,2.747653602,bad +2340.0,-0.163835024,-1.963474387,-1.887763957,1.6620155,0.460578839,2.524150425,0.869982944,bad +2341.0,4.303296779,0.103930716,-1.804378149,4.803848062,3.562605279,-1.893925123,2.502066301,good +2342.0,-0.365281129,-1.461039892,1.398050916,1.807961186,-1.560345485,-0.314939391,0.260775943,bad +2343.0,1.300293491,-0.519281049,0.430921426,1.241763305,-1.465792203,1.784157992,-0.180916277,good +2346.0,1.709782759,-1.418567187,-0.866080113,1.208107197,2.080326443,-0.975313198,2.256195514,good +2347.0,-1.51594954,0.341179176,0.509599206,0.820072323,1.927415205,-3.528168839,1.610284105,good +2348.0,0.146860505,-1.283878832,-0.136293346,0.651485519,-0.595226245,1.282650346,-0.508210454,bad +2349.0,-1.890719846,-3.248342069,3.6066911,1.238127273,1.544617186,1.238559135,-1.487521965,good +2350.0,-1.313893834,-2.386817845,2.505231799,1.339162226,3.790206269,0.221429828,-2.583858134,good +2351.0,1.254202064,0.620343539,-0.987542059,2.381111335,0.657659364,-1.376908057,2.114409958,good +2352.0,-1.965285243,-1.376076437,1.349820352,-0.303674899,3.79199725,-3.949413841,1.224928763,good +2353.0,0.05561578,-2.989310888,0.181923298,1.342116778,-0.003416238,-1.757822966,0.206975851,good +2354.0,-0.744412789,-2.804833529,2.073095987,1.440366058,2.897073263,1.051072277,-0.899930932,good +2355.0,-0.520723107,-0.746561488,-0.916918909,1.186931888,0.057479025,-0.093299852,0.777769952,bad +2356.0,2.598783686,-2.080573622,-2.581655401,3.521801047,-0.862974852,0.127279151,-0.404411056,good +2360.0,-0.026141405,-0.209785276,-0.971961014,2.442559424,-1.016647385,1.086074933,-1.916873036,bad +2361.0,2.174107807,-4.515358166,-2.257283497,-0.876035283,-0.663552988,2.720567632,1.505616743,good +2363.0,-0.984528198,-2.011152771,0.532581503,0.218816952,1.686125163,0.184331968,2.204141635,bad +2364.0,0.507763126,-1.522654059,-0.585707825,1.680467214,-0.628317574,-0.934870838,1.078184946,good +2366.0,-1.146725316,-0.548734161,-0.298044781,1.167566885,-0.10334691,-0.167098766,0.892245948,bad +2367.0,0.265542761,-3.522169474,2.499134918,2.236328486,-0.552468893,2.41423252,0.950782318,good +2368.0,0.998112506,3.265245501,-0.550219208,3.850447335,-2.117412638,-2.179580302,1.920543098,good +2369.0,-2.884036591,-1.277148255,-2.992238131,0.549696593,-1.074680793,2.75379077,-2.662369178,bad +2370.0,-2.466337134,-0.552466138,-0.815411222,-0.017917082,-0.200991908,1.239895727,-1.739287372,bad +2371.0,3.494568584,0.290327826,-1.889108539,-0.229751394,0.440206731,1.006766139,0.171613195,good +2372.0,-3.163457171,-0.658502963,0.393038751,-0.451928819,2.241921011,0.951577898,-1.207574424,good +2374.0,0.500269817,-1.84228235,1.410976859,-0.508554725,-1.019181254,-1.021734105,1.458007057,good +2375.0,-2.785619738,-0.464113159,-2.008147034,0.304050877,0.677976375,2.741259068,0.666779313,bad +2376.0,-0.009004909,0.91777556,2.490815445,0.24066632,0.251475303,-2.726952335,3.347671368,good +2377.0,-1.439118268,3.081537769,-2.515097585,0.352586971,0.544781637,1.194892768,2.458897674,bad +2378.0,-3.28816985,-1.003676689,0.312014723,2.50126809,-0.367981447,1.874704901,1.360220777,bad +2379.0,1.282561123,-2.076619311,-1.310701623,2.024082402,2.835660496,-1.438247397,3.368594087,good +2380.0,0.636657511,-2.976952351,1.209688596,2.626698767,1.069166666,2.179049129,0.816618795,good +2381.0,-0.114110061,1.529552815,-2.779826343,2.839020611,-0.969455216,2.800208784,4.96733684,bad +2382.0,-2.105049328,-3.789945038,1.723246814,2.780501888,2.251864247,-4.805813898,1.603692081,good +2383.0,-0.173678509,-0.664062081,-0.65261267,1.97784334,0.520846571,-1.465246092,-1.933512989,bad +2384.0,0.153683101,-0.753644487,-1.117696582,1.16356016,-2.005551371,0.396156559,-1.370209837,bad +2385.0,0.398830208,-2.2205631,2.405669323,1.496692237,-0.918728364,1.891578652,1.692950967,good +2386.0,-2.345629552,-2.100760575,-2.014975975,4.195975535,-0.95551847,-3.24253551,-3.492475258,good +2387.0,0.595694256,-2.36558273,-0.364477156,4.22471224,1.348387535,-3.178208236,1.466224085,good +2388.0,-2.830463095,-4.371521936,-0.790808931,-0.940962021,4.038744128,2.77429988,3.816880808,bad +2389.0,1.898334792,3.304017185,0.853349209,-1.053534639,1.109547018,-1.162182741,3.306494887,good +2390.0,2.639380873,-4.289758506,-1.613193772,0.638524246,3.968766656,-0.291309665,1.379010378,good +2391.0,-1.621693042,1.436521612,-0.118410453,0.615448675,1.507476397,-1.091774216,-2.195781505,good +2392.0,-2.3931855,-2.699398836,-0.439148853,1.795682029,-0.809629336,1.501457748,-2.5762885,bad +2393.0,-2.79942712,-1.69419127,1.645971316,0.392717642,0.33068203,1.602245401,-1.007957945,bad +2394.0,2.279865471,-1.200010688,-1.934805768,1.258309911,2.115293503,-0.555747311,-0.209986622,good +2395.0,-0.579862327,-0.542274587,0.080046307,1.112453098,1.232306496,1.35224557,-0.123379089,good +2397.0,1.009229124,-2.271038958,1.235493319,1.217696936,-0.300854215,1.785109572,-1.379642791,good +2398.0,-0.356939951,-0.727582841,0.055781956,0.712721677,2.91058714,-0.489938008,1.716681323,bad +2399.0,-1.684840454,-1.540054904,-0.799606503,-0.265964055,-1.376355632,2.981055391,-1.0954011,bad +2401.0,1.108585256,-1.3756005,0.466650767,3.027071545,-0.022722728,1.619337422,0.673782716,good +2402.0,0.571692635,-0.863996985,-2.875435049,2.026405836,-4.246383911,1.006723513,0.500029929,bad +2403.0,0.762876703,-3.813836439,0.965450356,1.192024365,-0.143097708,3.406596454,0.837749293,good +2405.0,-0.805738815,-1.773678065,2.338773638,2.555178009,2.975385799,-1.211171791,-0.632589366,good +2407.0,-1.432623398,1.027015645,0.200390579,0.03226147,0.953230037,0.432171009,-1.979824612,good +2408.0,-1.052726769,-1.050940457,1.558789814,0.517760154,1.836197921,-1.717858197,3.170053076,bad +2409.0,-0.802975273,-2.869071288,-3.641196319,-0.459120011,2.093994242,4.560185443,-0.420776079,bad +2411.0,-4.9725155,-0.262867233,4.09739266,1.096328379,1.319099504,-2.022445643,3.34199466,bad +2412.0,2.38611367,-0.795745899,-1.422862251,1.816848624,-0.516655718,0.040730225,1.566993752,good +2413.0,1.934333339,-1.807241613,-0.957443947,3.846443605,1.503078232,-1.752858433,2.453387601,good +2414.0,0.145063575,-2.420646472,-0.683822034,1.38306371,0.932613952,-1.476399085,0.111191205,good +2416.0,3.684915954,-0.583134554,-2.759251109,-0.492223669,1.393307111,2.431379579,3.674093248,good +2417.0,-0.356741809,-0.673466978,-1.597212283,1.021556162,-1.437327751,2.706066625,1.025434143,bad +2418.0,-2.471018449,-1.339784424,0.469024665,0.888401313,2.118278484,-0.761144845,6.184145401,bad +2419.0,-5.069332059,1.508076939,3.386235951,-2.239546141,-0.806686778,-0.873890934,-2.647164684,good +2420.0,1.192598531,-0.216391588,-2.145719518,1.618030352,-1.897471784,0.31443126,-0.275670961,good +2422.0,-0.418740875,-0.367927432,0.027077653,1.357778226,1.255594578,1.224406991,-1.611315674,good +2423.0,-0.710888637,-0.040224087,-2.137088958,1.190567056,-4.327240599,-1.039063711,-0.961324304,bad +2424.0,0.526586204,-1.353058666,-4.916783135,0.604765684,0.345793604,2.741096659,-0.072155984,bad +2425.0,-0.057767571,0.286939811,-0.648795826,1.96931217,-0.823967903,0.195576256,-1.016481028,bad +2426.0,0.239307435,-3.788679809,0.291985017,-0.913248924,3.756461077,-1.900294377,1.401459762,good +2427.0,1.689363891,1.291571154,-1.602756069,0.879699184,0.657549319,-0.556177335,0.156466706,good +2428.0,2.361273812,-4.342461422,-0.101835664,0.809679271,-3.099777102,0.738780648,-2.960998466,bad +2429.0,2.774242571,0.51125344,0.480234344,-0.255944255,2.470790564,-0.541019417,5.552320288,good +2430.0,-2.597630283,1.468147874,-1.363161167,-1.0959199,1.649990562,0.032820409,-3.626255141,good +2431.0,-1.801067254,-0.542330708,0.135581722,2.007208031,-2.303455952,1.526522001,-1.116251429,bad +2432.0,0.489720369,-2.286110352,1.189136335,1.004070064,1.514245568,-2.066796469,3.752627485,good +2433.0,-2.123935198,-0.154501501,1.144788284,-0.171677231,1.974921934,-0.539326504,-4.011969793,good +2434.0,-1.489842526,-1.990071707,1.764041148,0.58046067,2.079105366,0.359361502,-2.150778123,good +2435.0,0.95705077,-2.953469052,-1.172708707,0.068262349,1.633734443,-0.648335654,-0.575085932,good +2437.0,-0.048798642,-3.29461348,-1.31395994,1.098101839,-2.369237006,2.252807466,-2.281440707,bad +2439.0,0.130018578,0.966377947,-1.115658071,-0.261679777,5.452808884,-2.027521833,3.436560049,bad +2440.0,0.679933118,-0.699464572,-1.402164023,2.125320024,-0.300245179,-0.619653114,2.066437685,good +2441.0,0.904309287,0.341878853,-3.797192798,1.6092051,-1.465360231,0.965242843,0.251244793,bad +2443.0,4.160258111,-3.529278569,-2.283460035,3.091616102,3.125334184,0.065801674,2.943658081,good +2444.0,0.680121049,-0.82022041,-1.178802796,-1.815554951,1.669276788,0.22931037,1.582143197,good +2445.0,0.543335743,-0.662709166,-1.286173818,1.118483167,1.23763731,1.142694301,-0.064020014,bad +2446.0,-0.891030144,-3.905946978,-3.180118722,3.674259086,-0.801723547,-1.399609205,-3.185962846,good +2447.0,-4.11482843,0.841067235,1.045018813,0.013081868,3.185594591,-1.405317497,-3.178354998,good +2448.0,-1.618332762,-1.584919085,-0.653479821,1.247518528,2.652649048,1.31273798,2.405837627,bad +2450.0,-1.093181821,-1.270403337,-2.227954753,2.431675728,-2.664434088,4.99645193,-2.516542927,bad +2451.0,-1.066491955,-3.484318641,4.131262237,1.853618216,0.532620492,1.66123407,1.014805472,good +2453.0,-0.146301201,-1.208780226,-0.765581148,1.820029859,0.379777127,1.309305097,-1.499622518,good +2454.0,0.041794936,0.073997648,-1.667351936,-2.241944472,-0.152526714,0.543613178,0.322768516,good +2455.0,-2.939797228,-0.007553123,1.60710465,-0.68115037,0.455248519,1.16590246,-0.987979264,good +2456.0,1.10317433,1.129117519,-2.447151412,-0.758535636,-1.057971827,1.036157838,0.420810121,good +2457.0,1.734415072,-3.105091647,1.051467597,2.021499643,-0.912764727,3.408551735,1.667884513,good +2458.0,-6.71331515,-0.179870876,4.293285256,-3.404414588,1.265506569,0.372188929,-2.680302067,good +2459.0,1.01550103,-0.302487386,-0.046176882,-1.037176834,0.028679152,-0.713654382,-0.662878148,good +2461.0,-2.416505969,-1.296758716,0.233809223,2.040074303,0.699996599,1.41561914,1.881426498,bad +2462.0,-3.403688006,0.518918974,2.72046322,1.992702112,4.28478982,-0.527755424,2.557250685,bad +2463.0,0.680798498,-2.63145276,-4.570984922,-0.974957669,1.554182866,2.144849109,1.312900519,bad +2464.0,-1.333465549,1.199731984,0.653672907,4.696968221,-3.447246668,0.897324134,-2.35095113,bad +2465.0,4.401295846,-1.742955925,-3.533077318,1.48469425,0.141338541,2.270876204,1.346573723,good +2466.0,-1.192530716,0.48112487,0.572513757,2.060100713,-1.456855317,-1.86631651,2.325145985,bad +2468.0,1.285556338,-2.775153521,-1.515626814,-3.850311952,2.635947874,1.310341833,-0.481429777,good +2469.0,-3.200351198,0.029652066,2.110724048,0.212119672,2.858227905,-0.919558255,-2.600424018,good +2471.0,0.360315367,-1.634016238,0.579626462,1.722726658,1.168219575,-2.137873658,3.422270784,good +2472.0,-1.459342705,0.494380297,0.140637473,-0.924907997,-0.076601308,0.381185406,-4.524693907,good +2473.0,-2.783937061,0.327640426,-1.307993004,1.342265744,-0.581627451,-2.282752158,-0.017094245,good +2474.0,0.530101952,-1.00025045,-1.96454894,1.941316116,-5.544052856,-0.649836871,-0.025322858,bad +2476.0,-0.105490641,0.935525316,1.04637234,1.202567426,2.947505168,-1.048008873,0.634562579,bad +2477.0,-2.575289541,-1.116979177,0.469161969,0.015458691,-0.703408378,2.295525452,-0.156731288,good +2478.0,2.343654192,-1.551587681,-2.616260122,3.158761372,2.69128759,-1.172085986,0.313115727,good +2479.0,-2.504853191,0.951062124,-0.80324753,0.330685638,1.744092032,0.027193171,-2.108683493,good +2480.0,2.658409481,-0.303198561,-0.926275724,2.494971112,-0.817997527,-0.686064295,0.555497079,good +2481.0,2.553493039,-2.578302191,-4.589803874,2.582137069,1.103382875,0.641198167,-2.475505407,good +2482.0,-2.613014676,-2.567692584,0.076152258,-0.557284977,5.461424451,1.441971254,5.651337095,bad +2483.0,0.488245711,-1.705628633,-0.499288906,3.462339191,3.176222707,0.328081517,-1.886004821,good +2484.0,-0.936654303,-0.894962693,-0.127975171,-0.30785624,1.135294472,2.023146261,-0.468873071,good +2485.0,-1.18703353,-4.292303139,4.758706617,1.864557835,3.73003327,-0.411385401,-2.077222982,good +2486.0,0.421805725,0.945836472,-0.511342429,-1.831510374,-3.349793257,2.977045219,-0.520586153,good +2487.0,0.782753603,-1.548182739,-0.13106364,2.578625542,1.320529289,1.412758227,-1.160508623,good +2488.0,2.09488573,-2.762798283,-3.236776467,2.443926149,0.935718524,-0.044279346,-1.008545765,good +2489.0,-1.027347353,-2.343849157,-0.573102198,1.662927569,1.431025167,2.431659861,-1.430272117,bad +2490.0,0.250472184,-2.062609291,-1.442699517,2.931866082,0.370648795,-1.920330563,-1.50774414,good +2491.0,1.861523223,-1.004459833,-1.429995863,1.543427462,-0.050274064,2.431354933,-1.175107477,good +2492.0,1.591839118,-2.193670013,-0.794960412,2.954234792,0.77517918,2.445459322,0.972018806,good +2493.0,-2.458622509,1.680797594,0.401325431,-0.613201773,0.081742788,-0.126755418,-2.509839932,good +2494.0,-2.23413679,-1.630199822,3.310193206,-0.785073248,1.086112461,0.695695002,-0.981738246,good +2495.0,-0.327374508,-1.993498339,1.036866142,2.286853185,1.044849578,1.652853003,-0.657783225,good +2496.0,1.102938842,0.493448412,-2.217152716,0.213424498,-0.101792233,0.518420638,-0.024607366,good +2497.0,-0.39119099,-1.270441481,1.704472038,2.583216518,2.223766846,0.233357555,-0.293212613,good +2498.0,0.23950456,-1.149281489,-1.318802201,0.882540079,-1.253160338,-0.751604427,-0.955725798,good +2499.0,2.206875146,-3.376332011,-2.464371812,4.378598715,-0.133067025,-0.523981846,0.216299444,good +2500.0,-1.090286494,-1.600119253,-1.924990186,-0.439259063,1.78184109,2.010855407,-0.043436179,bad +2501.0,-0.723895744,0.15364291,1.13696216,1.913581808,2.379033927,-3.915368074,3.291172928,good +2502.0,-0.92167685,-2.1130757,-4.685316882,1.27743416,0.447844462,7.237836684,-2.094162271,bad +2504.0,2.132662992,1.124636085,-2.382123278,0.153045178,0.387624821,0.309316251,-0.297218327,good +2505.0,-0.463865894,-1.130486543,1.682585819,1.537865135,1.92124972,0.192287085,-2.125177292,good +2506.0,-0.357050899,-1.659402134,-1.586974339,0.505157446,0.237909631,-0.816176439,-0.304780024,good +2507.0,-5.611043907,-0.344937211,4.425245767,-2.054761838,1.751755765,-0.490479762,-1.793667469,good +2508.0,-2.655812995,-0.911279554,-0.466663009,0.693188769,-1.791322329,0.944974323,-1.174097332,bad +2509.0,2.018030556,0.3970603,-2.599518994,0.869264332,0.053678583,0.243393778,-0.19350131,bad +2510.0,0.9401731,-0.160035076,0.24909399,-4.24131638,1.62625739,0.483365208,1.652870764,good +2511.0,-0.026840721,1.001699504,-1.179219147,2.432863067,-1.850115282,-1.418941213,-0.060371554,good +2512.0,-1.796717649,0.370379372,-1.056926599,1.806020006,2.434843756,-0.36004304,-2.920077461,good +2513.0,-0.819739245,0.293157997,-0.518940749,-0.219806674,-1.076781783,-1.118543976,-0.041491395,good +2514.0,4.799683427,0.531144241,0.694587168,-2.083764859,0.776768417,1.091540038,2.277992284,good +2515.0,2.224915764,-2.243440034,0.864767382,1.071480331,1.449131363,-1.468721719,2.603010577,good +2516.0,-2.215619512,-1.845715102,-0.694316243,1.961763547,-0.309642377,1.288382494,3.104203842,bad +2517.0,0.175437139,-0.227971866,1.438185035,0.437639513,1.095016883,0.642008128,-2.876186916,good +2518.0,-0.692935618,-2.237699999,1.850456609,0.406105142,1.278278876,0.688251027,-3.715416136,good +2519.0,0.913955462,1.32108304,-0.545792261,1.225552855,1.425379009,-1.919352275,0.774225621,good +2520.0,0.564069996,-2.779779628,1.799935614,3.533534541,-2.435675397,-2.803409257,-1.37216003,bad +2521.0,-0.194125614,-2.591382245,1.739772955,1.185667671,-0.463973261,2.365753537,0.863598197,good +2522.0,-1.227687228,-4.359102264,2.598589383,1.632285479,1.045957924,2.204078144,-0.441318604,good +2523.0,0.170866787,1.587034344,1.347942903,-1.124513763,1.008527592,-1.916662617,2.598926778,good +2524.0,-1.112851311,-0.152395051,-0.009340797,1.346304515,1.854070422,0.413477094,-2.068531974,good +2525.0,-4.192515459,-1.530624498,3.641226851,0.287239229,1.922838428,0.340670904,0.300425348,bad +2526.0,-0.609944389,-0.988635869,2.076575524,0.070695058,1.883389005,0.38200651,-3.52838956,good +2527.0,-0.270247824,-1.201557207,-5.180526893,1.296239624,-2.091876125,3.152911478,-1.750078184,bad +2529.0,-1.710179364,-2.076294518,-0.316081411,0.614102457,-1.64999986,0.247669176,-3.178046326,bad +2530.0,-4.325542938,-3.766593485,-1.239514709,-0.527513095,4.10762043,4.800387599,3.527774311,bad +2531.0,1.578301559,-0.642760665,-1.199464079,2.911085532,-0.804543096,-0.249473766,0.86587971,bad +2532.0,4.842414285,-2.034349183,1.7371396,-1.651683273,5.288582252,-0.967864853,3.253430006,good +2534.0,-0.485154828,-3.655567471,0.164345751,0.965474236,3.748739545,-2.989809288,0.508298972,good +2535.0,0.195053866,-1.695443319,-1.539490605,0.777202672,0.394889798,3.100585133,-0.566140943,bad +2536.0,-0.248328218,-3.789381244,1.049442199,0.271034095,5.363391435,-3.462028922,2.419515928,good +2537.0,-1.221691504,0.636403333,0.749295519,1.578727393,-1.034503505,-1.293479446,0.503952801,bad +2538.0,-2.714426225,0.182274024,1.789000951,1.744089308,-0.591669267,-1.557821829,3.048116271,bad +2539.0,1.381919678,-0.068233401,-1.678157759,1.332051208,-0.739108639,3.178150967,1.430354006,good +2540.0,2.03273772,-3.998189557,-2.210895446,-0.426173737,6.017561245,-0.004891249,3.35747973,good +2541.0,-3.824104179,-0.653506493,2.017481112,-0.650462417,-0.267903409,-3.810386842,-0.293752288,good +2542.0,1.706310497,0.234132391,-1.848696182,1.285824473,2.152655411,-0.857855694,0.97422529,bad +2543.0,-2.565115444,0.681125179,-1.382973169,1.984381104,0.581844095,0.518650946,0.358466427,good +2544.0,-1.175667766,-2.708999953,-3.212248447,-1.219733525,5.598023401,2.871732403,3.030761684,bad +2545.0,1.141353623,-0.514794974,0.628424312,-2.070047317,2.503568766,-0.48229007,3.831942983,good +2547.0,-0.088364354,-2.100074914,0.433754914,2.06786267,1.211305461,1.620981049,-0.7459267,good +2548.0,2.955488307,-4.794292941,-2.326891314,2.13314067,2.31307647,-0.152155817,0.397002044,good +2549.0,0.715230375,2.700856817,-2.780518,-1.566420399,1.023802344,0.191156274,0.186521133,good +2551.0,1.098862291,-2.975829642,2.120282984,1.266468965,-0.108439791,2.233274673,1.006506949,good +2552.0,-1.709227456,-0.737193159,-1.044534588,-1.041300347,-1.081846787,0.423957035,-3.317759208,bad +2553.0,-2.835516578,-0.867083239,2.437212368,-0.415044495,0.602102347,0.318597284,-1.7377166,good +2554.0,0.951522478,0.021543597,0.299989389,1.231860692,0.329394604,1.395421983,-0.810135014,good +2555.0,1.475108046,-0.194034315,-0.681668915,1.11114488,3.745267025,-1.557817483,4.619550751,good +2556.0,-1.409139284,1.655285609,2.133490176,-1.030945562,1.777878928,-3.494212458,2.776502937,good +2557.0,0.316217777,-0.175565612,1.080172568,0.611900155,0.331599645,1.238095908,-1.800893018,good +2558.0,0.350762735,-2.071580562,-1.287068252,2.275608317,-2.036599748,-0.752516495,-2.343132224,bad +2559.0,2.929287512,-2.568074529,-1.074782027,1.763330692,1.688493676,-0.063325091,4.04877488,good +2560.0,-2.002108913,0.914239187,-1.212154567,0.377442914,-0.412552323,1.292215365,0.390464668,bad +2562.0,-0.861441629,1.029468622,-1.903931675,0.756098657,-2.540331356,-0.222188134,-0.087134055,good +2563.0,2.287517152,-2.170972617,-0.93173308,3.136561456,3.497371377,-2.396689105,0.581808577,good +2564.0,-0.948975305,-2.38338866,-2.755569467,0.160832139,2.190631414,2.730760791,0.721337439,bad +2565.0,-3.360412933,-0.84755932,3.071638235,1.879767159,0.547999975,0.170468918,0.841770053,bad +2566.0,-1.367623069,0.816662354,-2.342179735,0.038995248,1.312044294,2.836942995,0.3066305,bad +2567.0,-3.807731577,2.309319428,-2.20367471,-2.592027885,0.670451836,3.466577803,-0.021751811,bad +2568.0,-3.1008666,-0.311053023,1.375175592,3.121556993,-0.720217161,1.921215423,-0.127366597,bad +2569.0,-1.784265103,-1.154856415,1.044179197,-0.8128297,2.17163657,2.529716301,-0.964945495,bad +2570.0,-2.283838535,-2.140859089,-0.296269568,1.104195856,-0.237363527,2.152588317,2.533952804,bad +2571.0,-1.15949722,0.578189907,-5.250343895,0.227138288,-1.62154062,3.126640488,-0.783602296,bad +2572.0,-0.517698601,-0.804642323,2.329574511,0.922023512,-0.154363549,0.759058707,1.168981716,good +2573.0,-0.525793753,-2.056071225,-1.940514084,-1.300388493,3.853714603,-0.492697731,4.59635612,bad +2574.0,1.723037415,-4.678187882,2.900593902,1.718069415,0.254127137,3.167806994,1.379090343,good +2575.0,2.180186681,-1.511394091,-2.686207738,-2.39666042,1.132262039,2.050630541,-0.228236467,good +2576.0,-0.456959686,2.009685275,0.831393634,1.586271445,1.624118839,-3.525516563,1.983392167,good +2577.0,-1.757795795,0.568332484,0.161059776,1.393460305,2.030117291,0.622677951,-1.074680749,good +2578.0,-0.041382648,-1.816789517,-0.210444419,1.056712171,-0.22342726,2.863540356,0.265070336,good +2580.0,1.123467632,-1.824627279,-0.026979951,-0.479946033,1.304339937,-0.80521152,0.502430498,good +2581.0,0.791671987,0.139390561,-0.954993855,0.226496149,0.35924481,-0.730098277,-1.217526316,bad +2582.0,-2.974325409,-2.772155423,1.239100894,1.534510151,-2.63201334,0.51814294,-1.885500472,bad +2583.0,0.334187826,-1.486432296,-0.21724618,2.245869353,1.461702644,0.423954777,-0.882947341,bad +2584.0,0.368223175,-0.477913232,-1.224939861,1.487205152,-0.661575914,-1.025724602,0.253207945,good +2585.0,-2.368594187,-1.806340604,0.052787353,-0.612247526,-2.761441598,-0.039332695,-3.684284125,bad +2586.0,1.061429633,-1.050732815,-1.253723746,0.747738088,2.889802748,-1.581875593,1.083694885,good +2587.0,-3.563690898,1.545185599,0.670315279,-1.49097396,-0.274674097,-0.064394384,-3.937821417,good +2588.0,1.320903523,1.718565301,-2.664426772,2.232305299,-3.356672469,0.115905502,-2.47129927,good +2589.0,2.474984704,0.511224433,-3.914485791,0.629872142,0.477448672,1.2953872,-2.894965081,bad +2590.0,0.50820094,-0.564487649,-2.599424674,1.696247093,0.198399531,0.584408126,0.335632409,bad +2592.0,-0.750566623,1.37186503,-1.551487944,1.319963295,1.215876671,1.079337143,-1.190605373,good +2593.0,-0.368583457,0.003772235,0.011040448,1.47614631,1.313983659,1.041264209,-0.679285685,good +2594.0,-3.197230809,-0.700181291,0.062501869,0.234324559,0.37137133,1.625454253,-1.369954154,bad +2595.0,1.608701278,-0.587791336,0.668510379,-0.745884535,2.742861376,-1.878914842,0.780419902,good +2596.0,3.046144924,-4.690724476,1.912360951,3.455782612,-1.667052551,4.258164361,6.004566164,good +2597.0,-0.839703179,-0.705504741,-1.259576761,2.232082009,-1.205236299,-1.404871893,0.48470493,good +2598.0,-0.896294745,-1.361651484,-3.418941081,1.085297563,-2.883596741,1.783203254,-1.900758276,bad +2599.0,-1.267688318,-1.364850839,-1.914994263,1.406624385,0.141873837,1.927254944,1.700165743,bad +2600.0,-1.75716491,-2.31129034,-1.709096244,2.053674951,-1.920119955,1.21134783,-2.556911326,bad +2601.0,-2.449092967,-0.449540529,-1.090607774,0.523303421,1.871084977,0.54136392,-1.283199906,good +2602.0,0.116793851,-6.428075468,0.68601459,1.245959225,1.666736281,-1.914961964,0.723795542,good +2603.0,0.555370586,-1.114110186,-1.171770224,-0.998495945,5.464513258,-1.226259608,2.652943776,bad +2606.0,-4.103053877,-1.490509462,-0.335211316,-1.590208284,0.767232689,4.164601849,-2.309132459,bad +2607.0,-3.95593209,3.516142427,-0.40492227,-0.442341904,-0.495453259,-0.68849119,-2.046503511,good +2608.0,-1.356045747,0.470946074,-1.195249891,1.112279503,2.172755959,0.780758163,2.00555776,bad +2609.0,-1.767222956,-0.934013839,0.53109418,1.025545068,1.699573369,-1.215803832,4.158394682,bad +2610.0,-1.397972664,-1.654158056,0.668320834,1.457417129,1.993927088,0.815687079,-2.052738211,good +2612.0,-0.691978981,-0.727939753,0.731977732,-0.929683973,-1.988977332,2.96597919,-1.788673364,good +2613.0,-1.758670356,-2.463133337,-1.973352164,1.392158608,0.450533769,3.56626377,1.561226504,bad +2614.0,-4.010839091,-1.186687213,2.204184574,-0.206534669,-1.773724394,0.878357641,-0.94467615,bad +2615.0,-0.026637595,-0.403571348,-2.318025797,1.562508044,0.3697467,1.488852179,0.072530064,bad +2616.0,0.061756939,-0.803275831,-1.585623048,-1.01708716,1.668463696,-1.021758294,2.342807242,bad +2617.0,-0.265223202,-3.232268752,1.966968017,0.702652113,0.404708656,2.869246662,-0.092992357,good +2618.0,-0.416798641,0.976142114,1.826983276,2.333748891,3.048348776,-4.750804863,3.20408054,good +2620.0,0.474491143,1.411091154,-1.752158409,1.299090803,-1.504099733,0.49557837,2.392864652,bad +2621.0,-1.43849124,0.045816205,1.314236527,0.780238453,0.739541348,-2.109372443,3.02839618,bad +2623.0,0.7687153,0.748815643,0.760318243,0.731431196,0.777212565,-2.089334648,2.094503274,good +2624.0,-3.408662094,-2.561719542,-0.487317296,0.896557387,0.277734934,1.87999447,3.778604046,bad +2625.0,-2.386099988,-1.611333274,2.076455983,1.346120056,0.290659351,1.240376333,0.050116799,good +2626.0,-1.367852841,-1.7659254,0.820931405,1.062155907,2.063021373,1.760781721,0.271799777,good +2627.0,0.606504135,-1.40163755,0.591586629,2.286335458,-1.93895724,-1.264718959,-0.052342248,bad +2628.0,-2.311307466,-2.12144373,1.876618226,1.902770281,-2.325860211,-3.077333947,1.322156035,good +2629.0,-2.797505577,0.245841511,3.292974566,-0.553624092,2.576830959,-1.517048117,-3.806190157,good +2630.0,0.024373787,-1.441795114,-2.815161788,4.759772929,-1.221851636,-1.223276958,0.213071582,good +2632.0,2.873902014,-4.183853051,1.027657293,-1.754543032,3.412152843,-0.253323705,3.206656298,good +2634.0,0.806942682,-1.382541487,2.28018379,1.828640997,-0.500325906,1.67034233,1.629186243,good +2635.0,0.374261111,-0.795522464,0.531780191,0.978175678,0.656671348,-0.947167187,-1.094727349,bad +2636.0,-1.986056621,-2.480528109,4.129875711,0.625493279,1.046911625,1.037998311,0.022945313,good +2637.0,-1.185343007,-2.153863533,0.697222872,1.323673063,4.409921818,0.631300219,-3.432184357,good +2638.0,2.239737655,-3.713459301,-4.520489982,0.259417232,1.142987334,4.106298709,-1.525738047,bad +2639.0,0.679838911,1.595182122,-1.145147587,2.641587867,-1.166639399,-0.697545699,3.488602631,bad +2640.0,-2.358587633,1.643364859,-2.16223169,-0.288565012,0.661950069,2.513490833,0.680343871,bad +2641.0,-0.863402092,-0.161536957,-0.492357559,-0.453747615,-2.708934444,0.744434665,-0.347664165,bad +2642.0,5.074031494,-3.732877061,-2.227816231,1.443563578,2.944313608,0.919064941,0.7241907,good +2643.0,1.046239637,0.496004427,-1.0993244,-1.033065853,0.386916369,-0.108155574,0.316697285,good +2644.0,-2.635000425,-3.446089487,0.344271425,0.313967126,-2.382391716,0.775201206,-4.436004418,bad +2646.0,-1.377586169,-0.292062501,0.477852057,1.366838467,1.094184625,-0.312584943,-3.807170335,good +2647.0,2.647635514,-2.915323476,-3.768891088,0.956051067,1.538985825,2.483409929,-0.990261265,bad +2649.0,1.233348216,-1.12092188,-3.15945459,-0.045714601,3.124290981,-0.224951622,1.754105271,bad +2650.0,0.484333149,-2.061829662,-4.206975727,0.458725471,2.615037251,4.207276938,0.608727066,bad +2651.0,0.584906718,-1.600059756,-2.369101903,0.623789268,-2.004661483,0.764568082,-0.651763831,good +2652.0,0.539205193,1.388178569,-5.118947886,1.373393912,-2.120745498,1.542073973,-1.894868531,good +2653.0,-0.666975893,0.07604749,-2.397827263,1.243343681,-0.833179684,0.327403773,-1.073303814,bad +2654.0,2.041429366,0.001742685,-3.145800733,1.48266775,3.927164461,1.71786309,-1.37682618,bad +2655.0,-0.585303625,-2.347457288,0.443279128,0.643586138,-1.809371833,2.324649178,-0.426531147,bad +2656.0,-0.925755773,-0.249644664,-3.634604593,-1.078348159,-1.036011577,3.403558379,-1.562123182,bad +2657.0,-0.495101142,-0.421045996,0.264109831,0.295674955,2.022735506,1.070498218,-0.040585042,good +2658.0,-4.411655021,2.702494166,-0.708549321,-2.162583907,-0.66496194,0.751172562,-0.132407603,good +2659.0,-1.480046288,-0.326744146,-1.453040536,0.898154926,1.37299233,0.762386529,1.223084441,bad +2660.0,0.749941848,-2.590200267,-1.227472164,0.322952077,-1.046932605,-0.030210722,2.190636353,bad +2661.0,-1.152540087,-1.72658156,0.108166227,-0.721117082,3.427003943,-0.698614968,5.125138503,bad +2664.0,-1.259216842,-0.152855527,-0.965644643,1.120768793,2.907609602,0.371965415,-3.239964661,good +2665.0,-1.66697223,-1.631098312,2.358814663,0.38298306,3.665320363,-0.897723351,-4.36005947,good +2666.0,-3.697842242,-0.497699424,2.251603384,-1.069921403,0.791398238,1.520628766,1.045148744,good +2667.0,-1.607016245,0.822575492,-1.386923069,2.663837916,-3.312647809,-1.64507612,-0.211490845,good +2668.0,-2.992059083,-1.844290646,4.023932129,0.286137765,2.101855679,-0.66838724,-3.671779429,good +2669.0,1.66336117,-0.624716996,-1.743974953,-0.354727039,2.880881402,-0.736592575,1.827255633,bad +2670.0,-0.819008686,-0.780292148,2.022567305,1.394313205,-0.903509093,1.655351353,1.21299242,good +2671.0,-3.844133631,-2.729137977,-0.812468412,1.390671377,1.839131553,5.411911289,1.006877454,bad +2672.0,-2.713892507,-0.934109074,0.064536231,1.392949887,0.308389532,1.732371296,0.416518576,bad +2673.0,0.927877929,-1.522497351,-0.97823647,3.204149886,-4.756731288,-1.669292761,-0.342965528,bad +2674.0,-0.553000097,0.514036645,-0.753822328,2.303533113,1.941922605,-0.348784464,-0.280116277,good +2676.0,-6.710168902,1.035162709,-0.443712529,-1.155560379,2.5260252,3.678177882,-0.82028043,bad +2677.0,-0.99710745,-2.385246386,-2.422588717,-0.756712088,4.433900173,2.432464583,1.691025405,bad +2678.0,-1.341868724,-0.852074123,-1.929856248,0.626176678,3.637453665,1.476374764,3.460221928,bad +2679.0,0.051800242,-1.314066494,0.37133775,-2.41355769,4.457239246,-2.521056614,-1.31740779,good +2680.0,0.360016279,-1.726364861,-0.149159705,-1.104024596,3.719409541,-1.456234662,1.161389507,good +2681.0,0.761819453,-3.177292315,2.25598581,1.39053255,-0.309898671,2.555685171,-0.147493032,good +2682.0,-2.067648982,-0.578435808,-0.655564644,1.870797881,-0.733487602,1.651335948,-1.527393023,bad +2683.0,0.685921451,0.234625996,0.200581938,0.136437795,1.561302534,-1.405800916,2.287287185,good +2684.0,-0.828180669,-1.876501083,-0.02503246,3.5258093,2.631972394,0.684061244,0.374344641,good +2685.0,-3.295368231,-0.727647382,2.064442442,-0.763051428,0.710397744,1.003524759,-1.059747757,good +2686.0,2.298925269,-1.350163585,-0.649910488,-1.438298417,2.256085361,0.358693871,1.753576087,good +2688.0,-1.157332845,-2.950189475,-1.413115932,1.130505099,-0.921642786,3.439030927,-1.785736934,bad +2689.0,-2.271202568,0.568275222,1.418825103,2.207210857,1.321750689,-0.341915044,0.925927314,good +2691.0,-4.122995743,-4.098127683,6.374915513,0.467545479,2.835062913,-0.33644327,-1.244418116,good +2693.0,-0.493533401,-0.282383958,0.677017071,1.642501476,-2.889236048,-0.226277913,-2.589271476,bad +2694.0,2.839617992,0.747720396,-1.026055396,-0.709875681,0.431186284,0.970474653,3.604999027,good +2695.0,1.555363163,0.845308383,-1.267962187,-0.32100313,1.651267005,-2.94414719,-0.595644653,bad +2696.0,1.32433283,-3.076950313,0.072353195,-0.397727956,3.829650618,-1.555760328,1.665924398,good +2697.0,-0.4164422,-0.830727539,0.608911105,0.270528199,4.540052797,-1.636926138,2.803937963,bad +2698.0,0.702830698,0.108276114,-0.774066876,1.137390792,-0.746240804,-2.30559006,2.708657416,bad +2699.0,-3.781481486,-1.136858431,4.467151151,-0.091726129,0.80974699,0.005770472,-1.410296641,good +2700.0,1.229816843,-2.078145414,-0.186557125,1.200406737,4.080649952,-2.392769157,2.518020811,good +2702.0,3.436588668,-0.789016575,-0.72497271,-0.175611649,2.961983834,-0.290080505,1.817069571,good +2703.0,-1.129248487,-2.665772074,3.417096388,-0.663709232,-0.793826028,2.9810239,-1.448802504,good +2704.0,1.738828627,1.450913842,1.738736146,-0.119160495,2.636391437,-2.286510862,4.263594155,good +2706.0,1.891041707,-1.055801275,1.038095666,3.356274707,-2.054463782,-3.720187656,-0.139888201,bad +2707.0,1.816524823,-1.237189038,-0.796433542,1.847593269,-4.904896158,-0.573422548,1.024242635,bad +2708.0,-2.608909791,-1.871446539,3.468565262,0.783995886,1.420708508,0.52558978,-0.88752163,good +2709.0,-1.913584646,-0.974392261,3.150878268,1.9294069,1.215521536,0.32102325,1.599886607,bad +2710.0,1.221014255,-1.226663418,-1.840729955,1.196333107,1.404878588,-0.514063959,1.018572989,bad +2711.0,0.264543326,-3.494726031,3.817398301,-0.822785222,-0.799215235,2.580769523,-0.026114955,good +2712.0,0.833656982,0.323621627,-1.529965813,1.357275217,-2.954917222,0.009777416,-0.739283923,good +2713.0,1.226203325,-1.020326396,-1.333379827,3.025561117,-2.504680702,-1.840986463,-0.801434151,bad +2714.0,-0.669438376,-1.856203653,-0.952867409,2.00645513,-0.874477548,1.616616853,-0.747510868,bad +2715.0,2.127647133,-2.5738768,-1.576992106,0.238847903,3.979118085,-0.103594815,4.91079485,good +2716.0,-1.620584591,1.691548144,-0.562236282,-0.845821479,0.363113595,3.738410337,3.620053885,bad +2717.0,0.876574107,1.098908059,-2.342391546,3.372499496,1.419203038,-1.866150256,0.803956698,good +2718.0,0.864548396,-1.108391207,-3.002650413,0.660961123,0.384842613,2.986851251,-3.066802416,bad +2719.0,-0.240053078,0.754883346,1.305806173,0.693562703,-1.642801341,-1.84951927,2.71103408,good +2720.0,-0.389887709,-0.499375238,-1.137004986,1.956414813,-2.998363253,0.647997614,1.124935316,bad +2721.0,1.818082479,-2.793261317,0.379520576,-2.346182918,3.880828203,-0.58818278,2.755812939,good +2722.0,0.283243486,-1.645347912,-1.438196387,1.097949949,-2.676386764,1.952501478,-0.240177877,bad +2723.0,0.3466633,-0.273004692,1.869936884,-2.19807013,2.112473057,-1.928548135,1.95499173,good +2724.0,-3.145735597,-1.499718002,1.346765633,0.35805594,2.437024793,0.530082467,-3.102236247,bad +2725.0,-0.891537464,-1.637362297,1.380249975,-0.688155886,-0.369278039,1.904997195,-1.664081084,good +2727.0,-0.821107208,-1.529110564,-1.028906111,4.658227028,2.282931603,-4.2078733,-0.728537862,good +2728.0,-2.499468113,-1.407142734,2.724377518,-1.088259172,0.822548502,1.033765966,-1.609770097,bad +2729.0,0.040653955,-0.355053312,-1.430205204,1.661561304,-1.733064905,0.767835792,-0.37030521,bad +2730.0,-3.075829763,0.941047814,0.507087547,-0.284778143,0.609006305,1.950091529,1.453685894,bad +2731.0,-0.514301592,-2.78214336,3.145282322,1.693096508,0.931536359,1.033343098,-0.458505316,good +2732.0,1.129720039,0.121569397,0.356868221,0.893844399,2.020415326,-2.182337417,1.264944552,good +2733.0,-0.579212794,0.454414843,-4.93327192,0.228673565,-1.589796297,2.871864974,-0.852910474,bad +2734.0,-2.703804778,-0.726199855,1.998402478,0.905004713,-0.096595826,0.726881392,0.248189198,good +2735.0,-0.240348537,-2.746882374,0.630764366,1.020847964,0.446134775,2.169370072,-0.494913274,good +2736.0,-3.023518005,0.788435082,-0.464986427,1.197576895,-1.939371939,0.421798538,0.914096944,bad +2737.0,-1.526648293,1.079435328,-0.150570029,2.260794179,0.325322346,0.244583154,-0.331566813,bad +2738.0,-1.037494783,-0.62402671,-1.866294765,0.633535979,-2.463857324,-0.567371555,-2.448352787,bad +2739.0,-3.695590975,-2.613387009,-1.579767688,-0.944409442,-1.343096188,4.545995917,-3.171785929,bad +2740.0,-0.111685242,0.489788153,-0.333828356,-1.265074683,0.343857285,1.031915659,-4.865749521,good +2741.0,-1.02820592,-2.076432052,-0.826678404,-1.55769471,-0.236737829,3.17285999,-2.796362372,bad +2742.0,0.330614771,-0.125896204,-1.618171686,2.971416483,0.599418255,0.807998174,-1.618615272,good +2743.0,-0.588356374,-0.727960073,0.498920559,-0.080377738,1.597743232,0.000313575,-1.716680472,bad +2746.0,0.723156342,-3.19176182,2.189021799,2.055192097,1.412851207,1.351697349,-0.831599748,good +2748.0,1.255845228,0.005443821,-0.64528722,2.248842885,-0.178882617,-1.553498766,1.475863572,good +2749.0,-1.724211653,-2.718442439,-1.696020894,1.420711182,0.835122473,3.253578942,0.248881195,bad +2750.0,-0.106778098,-0.687581448,-0.784122432,3.106323272,0.853382191,2.616048211,1.422806645,good +2751.0,2.056736342,-1.764832269,-2.377774494,3.139775347,-1.97210389,0.044725112,-1.941251654,good +2752.0,-0.003440622,-1.091658429,0.954094058,2.010807,0.252780324,-0.763178191,-0.3088289,bad +2753.0,-1.579323154,-0.647852043,-5.488749367,1.956590682,-5.452211864,2.270431653,-0.916131,bad +2754.0,4.240827421,-4.468369281,-2.421464408,-1.062531054,2.881102067,2.205907505,1.189698829,good +2755.0,1.272624388,-2.814026395,-2.141309632,2.636311285,-4.422066791,0.337691258,-1.540711874,bad +2756.0,-2.69074669,-0.102462755,-2.635564439,0.679736123,3.444699151,4.714739549,-0.248249837,bad +2757.0,-1.19001868,-2.277019069,-1.168611262,0.534392404,0.627725067,1.856832273,1.317743743,bad +2758.0,-3.615632905,-0.425489324,1.209043577,0.515604237,1.166596006,-1.149619057,-2.789929031,bad +2759.0,1.552914456,1.914401426,-0.931410707,-0.51281541,-0.58744716,0.112721441,0.555947812,good +2760.0,0.417091912,-0.311706472,-0.452094204,-0.73794036,1.520290453,-3.265195133,3.856590968,bad +2761.0,2.37665299,0.311595955,-2.538913632,2.667336844,-0.340786183,-1.18155394,-0.058448189,bad +2762.0,0.904481111,-4.665672995,-0.597395977,1.012592539,2.548649499,-1.2211089,0.924515772,good +2763.0,-0.530637076,-0.556666445,1.057852318,-0.442602236,-1.852590368,-1.650414638,-0.733235908,good +2764.0,-1.471403718,0.265290122,-1.353132235,0.924727684,-1.717214191,1.14532268,0.437045362,bad +2765.0,-0.248245549,-1.328074399,-3.034864549,0.371972318,-1.285891593,2.161545932,-2.334165601,bad +2768.0,-0.397849614,-2.048607203,0.537168525,1.849693739,1.846125731,1.027737534,-2.092763864,good +2769.0,-1.104891315,-1.30633464,0.844941977,0.69425251,2.205707307,1.345144506,-0.358597278,good +2771.0,-0.324155845,0.817371671,-0.473280421,1.756753798,0.330411544,1.140859721,-0.320573507,good +2772.0,-0.585680875,-1.928853775,-2.954123343,-0.767824892,-0.507520498,4.125721703,-2.36761053,bad +2773.0,-2.94323891,-0.867864824,0.385064181,1.181463736,0.915845195,2.069714403,0.294390408,bad +2774.0,1.749176832,-0.672324422,-0.639735903,-0.443876638,0.465552996,-0.323229953,0.215333082,good +2775.0,1.133205846,0.851565945,-0.442646178,2.657961873,-1.926499922,-1.578243843,2.430187757,bad +2776.0,2.913269786,-1.32494242,-3.906277897,1.140894209,-0.021364348,2.057459665,1.193891254,good +2777.0,-1.660760276,0.017958389,0.89574889,0.196900727,1.746120288,0.586570801,-2.120654024,good +2778.0,2.026680693,-0.213806362,0.078929027,1.809080541,-1.355478636,-0.637072811,1.770603947,bad +2780.0,0.987881878,-0.517975231,-1.517746024,1.375478908,0.749637629,0.883371443,-0.792172479,bad +2781.0,-3.457545113,-2.433908381,-2.407719733,1.567143712,-1.940697322,2.181587182,-3.584126728,bad +2783.0,-2.484198885,-0.779696064,0.897137272,1.631921962,2.260834105,0.63630679,1.153000012,good +2784.0,2.605964698,-2.39508227,-1.095246348,-1.376065017,6.446302406,-0.75374021,2.319098048,good +2785.0,-3.342023794,4.17136053,-3.584313047,-0.220927241,0.219320669,0.515194788,-3.005135514,good +2786.0,-1.025592992,1.269553924,-2.598011934,1.071034419,-2.636256139,0.664791491,1.516530547,bad +2787.0,-1.702933059,-3.828733221,0.172268874,0.603078586,-1.6370191,3.352336849,-2.281646448,bad +2788.0,-0.124926709,-1.193343565,-1.980321077,1.657816586,0.44813076,-1.473854046,-1.876145015,good +2789.0,1.961688669,-4.039953272,0.14758302,2.330813394,-0.381858613,4.142663214,0.17767679,good +2790.0,-0.470045903,-3.548301905,2.873617478,1.411913465,0.698962347,1.57114703,-1.528270534,good +2791.0,-0.865106316,-4.101968027,-2.3110803,2.265695663,0.672457095,-1.333249335,-1.228662319,good +2792.0,-1.419983968,-0.946288205,0.484754288,1.251570056,-1.973308504,-0.743315093,-1.021940944,bad +2793.0,-1.656012345,-2.318055555,-2.61834519,0.434107693,2.312022259,4.116029443,0.766026809,bad +2794.0,1.199354705,-0.531043677,-0.482361942,0.774324913,0.454934469,1.937691959,-1.10912618,good +2795.0,-1.043518559,-2.294857175,1.627337146,2.841330339,3.60052632,0.412298421,-1.205361339,good +2797.0,0.641322934,0.600317926,1.614658641,-2.311266063,2.757030684,-1.623485265,3.3848004,good +2798.0,1.11651664,-2.00128539,-1.318242033,-0.795100714,1.409238801,-0.029553727,0.586785096,good +2799.0,0.10105216,-1.292082993,0.417547469,-0.14702359,-0.97054486,2.924056759,0.884102443,good +2800.0,-1.753453784,0.629234835,-2.169275936,0.764851997,-2.370737863,1.337090744,0.624239782,bad +2801.0,-1.991113195,-1.244383778,-1.939354105,-0.389800097,-0.486610994,-0.89436809,-1.168716844,good +2802.0,-0.247332335,1.510988696,0.774612846,1.099455674,-0.302207477,-2.175713223,2.792589273,good +2803.0,3.494959666,0.399268222,-0.132810356,0.370993397,2.620881789,-0.692937243,2.759441226,good +2804.0,1.205967132,-0.079763934,1.861867347,1.258832012,1.203465754,-2.904054923,2.423928679,good +2805.0,-2.563175274,-0.247023638,0.775163309,0.741014155,0.723913503,0.136377812,-3.014997295,good +2806.0,-2.89050807,0.636051442,-2.556539229,-2.220470638,1.634853674,3.211667735,-2.570864991,bad +2807.0,-5.067504622,-1.990630077,1.65600356,-1.215507234,0.074128948,1.662996128,-3.969132032,bad +2808.0,-3.036112582,-1.234033871,1.230780004,-0.636719451,-0.952320928,2.468816259,-0.369886702,bad +2809.0,0.559662917,-0.927132109,0.569996434,1.700896234,1.014271289,-2.229155498,2.138542689,good +2811.0,-0.213439303,1.35531185,-1.929801622,0.587725798,1.410540876,1.79251144,1.482428335,bad +2812.0,-3.377693605,2.053683337,0.794257199,-3.528962327,-2.071870818,1.137396103,-4.110373172,good +2813.0,-2.031357306,-1.883199758,-1.252338358,2.505957336,-2.975863457,0.943990955,-1.198752546,bad +2814.0,-3.467761181,-1.88961435,2.434853278,0.391053049,3.323576675,-0.590694433,-2.436285918,good +2815.0,-1.430202691,-0.353527133,-1.673227033,2.660191674,2.68245961,0.513453765,-0.709236896,good +2816.0,-1.699520559,-1.512799614,-0.802359012,2.709896601,3.056421239,-4.136871903,-0.721606341,good +2817.0,-1.219903011,-3.525280554,3.821567403,1.790595721,1.920791996,0.234290545,0.375622231,good +2818.0,-1.197199054,-2.472335344,2.135942358,1.403048022,2.892298275,0.188424151,-1.457355855,good +2819.0,-3.037711067,-3.225569252,-1.334811379,-0.864247931,-2.073564248,3.460769664,-4.445357585,bad +2820.0,0.714642276,-1.297769868,-1.45572418,0.596583733,1.396561614,0.488273005,0.688424659,bad +2821.0,-1.21660423,-0.745705524,-0.929206667,1.014811386,1.071110293,0.670200912,-0.594941438,bad +2822.0,-0.528951909,0.206866393,-0.922494286,0.914874277,1.486190512,0.625603739,-2.137039909,good +2823.0,0.059545078,-0.08133263,-0.676254945,-0.398736348,0.820806946,-1.036747234,0.706485347,good +2824.0,-0.740123171,-3.437991017,5.079820147,1.375173807,2.612484532,-0.454033638,-2.678681961,good +2825.0,-2.24235137,-2.316265042,2.134360188,1.668288487,3.9961917,-0.096488317,-1.037591443,good +2826.0,-2.334493415,-1.748962938,-0.679267926,1.598559669,-0.430467715,1.808382906,-0.427016765,bad +2827.0,0.553789891,-0.114321556,-1.075703912,-0.096239689,1.380802349,-1.297286138,-0.037817127,good +2828.0,-2.425159961,0.563413967,0.321496544,0.602147515,1.98334138,2.051550788,1.376426937,bad +2830.0,2.115614124,0.452521271,-0.065221943,0.284832621,2.181291605,-1.200661131,3.247621524,good +2831.0,2.33439065,-2.464685542,-1.738894327,6.08343859,-0.537013188,-1.722725576,1.8014555,good +2832.0,-1.520566155,-0.146925139,-6.894485494,2.216431349,0.129410702,2.291799644,-3.176894759,bad +2833.0,-3.655554398,-2.101528832,0.156958016,0.011405129,4.535179716,1.892605849,3.467810108,bad +2834.0,-1.161602327,-2.199968108,-2.386586373,0.994335415,-2.201387654,3.48022289,-1.117440894,bad +2835.0,-5.098034701,-1.410618566,1.840810198,0.539962084,2.462703196,1.660012252,2.600716106,bad +2837.0,2.458185359,-4.209635871,1.395269049,3.854351219,0.293080792,3.026759573,3.598619133,good +2838.0,2.444539016,-1.847246342,-5.190255732,-0.084956614,1.034687884,1.921855817,-0.616023504,bad +2839.0,-2.729848936,0.645097586,-0.164711462,-1.409389074,-0.593033215,1.860771425,-1.62268429,good +2840.0,-1.55480686,-2.672438077,1.859296885,2.323176524,3.5950739,-0.057786875,-0.534298775,good +2842.0,1.012115801,-2.125659877,-0.264420922,2.665803665,1.60572571,1.628459223,-1.722948342,good +2843.0,-2.199386102,-0.782695666,3.135121136,-1.362509838,0.673479139,0.322644464,-4.534147649,good +2844.0,2.412594659,-2.424529459,-0.71767619,1.232904705,4.795188314,-1.422100874,3.979854814,good +2845.0,3.596137537,-0.305278039,-2.081870591,-1.326910086,3.609754543,1.010752196,2.358023613,good +2846.0,-0.218219247,-1.62165213,-3.470050522,1.131764958,-2.988573765,3.100934928,-0.748039619,bad +2847.0,2.064117837,-4.181554606,-1.656819393,1.348299104,4.151840691,-1.150041913,-0.236998031,good +2848.0,0.742328888,-0.069602869,-3.451632199,0.913110227,-2.153840292,1.357458671,-0.198068641,good +2849.0,3.687498142,-4.991516058,-3.922667713,3.363302849,1.318234133,1.072983814,-0.354309056,good +2850.0,-0.038172419,0.773268595,-2.916294512,1.271227203,-3.615665756,1.048333947,1.510439023,bad +2851.0,-1.479299761,1.948079683,-2.58143201,-1.017572382,-0.116365071,-0.565001529,-0.970844205,good +2852.0,1.03748922,-4.821267949,2.764996442,4.175667846,1.718785198,1.718456706,3.555318358,good +2853.0,-0.760512555,0.23795763,-1.424751299,2.439841839,-4.126254889,-0.261550781,1.98565023,bad +2854.0,1.223938318,-2.434737258,-2.655116724,5.53181724,-1.703076875,-0.768155777,0.541780444,good +2855.0,-0.758001279,-1.82357369,-2.201901091,1.266084801,1.161352076,4.430064728,-1.953020778,bad +2856.0,1.735977857,-0.854322997,-1.761772673,-0.642360065,3.049845803,-2.036943039,2.936344233,bad +2857.0,0.601459823,-3.185504766,-0.186353732,-2.697853413,1.910712757,0.262810317,1.979674831,good +2858.0,-2.403211088,1.102033469,-2.954475102,1.244842467,-1.102976422,2.423866899,1.168432716,bad +2860.0,1.951099945,-1.692429399,-0.912420304,-0.115366211,2.184269301,-0.622849024,0.710723883,good +2861.0,0.458682661,-2.168531574,1.784127,2.565314232,0.482805538,1.547299132,1.570413149,good +2862.0,-1.916181987,-2.56136639,1.55563205,-0.224837785,-0.447026146,3.463946974,0.395868142,good +2863.0,-1.410061215,-0.607507609,1.44786118,1.205564507,0.495130239,1.097101824,-0.472352512,good +2864.0,1.968869205,1.103662593,-0.25558784,-1.246330559,3.626940193,-1.003571468,2.647722423,good +2867.0,-3.516623355,-1.928840143,3.356949281,0.243890799,2.347316656,0.497590149,1.168838186,good +2868.0,-0.981949489,1.055757001,1.823252404,-1.659131671,-1.166564611,-1.587969816,1.954753513,good +2869.0,-2.278747491,-0.300703194,1.653789498,0.346413121,0.789283126,0.457725459,-0.977348263,good +2870.0,-2.703039097,0.292112109,0.687527463,0.199698342,0.339277854,-0.806530696,1.32628185,bad +2871.0,-0.369597243,1.957058744,0.774673559,-1.079614284,-0.537530354,-1.675156577,0.026500413,good +2872.0,-1.355895459,-3.104729647,1.241953962,0.82992058,0.37510472,-0.762220465,5.465399138,bad +2873.0,-0.853206429,-0.837726287,-1.424905663,-0.312683756,-0.952663423,-0.197801273,0.73875602,good +2874.0,-2.314250868,-0.484437365,0.81338185,-0.686849897,4.676696461,-1.606628067,3.62855493,bad +2875.0,5.22538346,-0.747052368,-5.052945293,-0.372263378,2.17865809,-0.819289591,-0.747989889,good +2876.0,1.470531861,-2.533290965,-1.157053562,-0.276370852,0.887803406,0.569621573,2.343417978,good +2877.0,-4.85723015,0.918827133,1.828043929,1.05362924,1.162220189,-1.082272142,0.734982747,good +2879.0,-0.629681048,-1.034102384,-2.720800614,0.528908809,-2.388590194,0.875483669,-2.352559669,bad +2880.0,-4.064500016,-1.41174192,0.048229844,2.073441262,-2.387439761,2.75981936,-0.035775461,bad +2881.0,2.01289604,-3.28669668,-0.860909362,2.895770215,2.653242589,-1.781539494,1.965934989,good +2882.0,-1.982573871,-2.098978864,0.81266765,1.491567083,0.500861888,1.266272277,-1.479707559,bad +2883.0,2.366197388,-1.989425727,0.291273628,2.7370621,-0.433125254,2.993822728,0.775481436,good +2884.0,-2.055701095,-0.88682165,0.316995082,-0.099158061,2.278045336,0.575159103,0.916157533,bad +2885.0,2.976558499,0.454123,0.814725936,-4.495358682,2.148842902,0.968814942,3.159536667,good +2886.0,-1.777053556,-0.642189104,0.976198764,0.977424772,0.50475038,-0.501604218,1.23370899,bad +2888.0,0.098043521,-3.650350485,-0.236693932,0.58320012,0.182196198,-0.926916096,0.201052033,good +2889.0,-1.390092018,-0.943399327,2.169382221,0.811335209,-0.098069823,-2.856673662,2.323921689,bad +2890.0,-1.049454275,-2.145358133,-2.008368222,0.698393341,2.207771711,2.572742966,1.599882026,bad +2891.0,-0.513835903,1.479899561,-1.024512777,-0.195243692,-0.192964652,0.895768152,-2.727666723,good +2892.0,1.54604548,0.380793771,-3.304103646,2.810497951,1.01665059,2.164755502,-0.209677379,good +2893.0,-0.300496878,-2.870719087,3.648541808,2.989163145,2.183922618,0.463988562,0.524794375,good +2894.0,-1.900879083,0.148874024,-0.685560195,-0.070251918,4.173376277,0.859993012,1.529469089,bad +2895.0,-3.006403937,0.571239006,2.293591234,1.479705737,3.25411274,-1.944412544,-2.749218073,good +2896.0,3.781343534,1.038155932,-4.181015585,-1.125166551,0.94811942,2.328203903,-2.161802976,good +2897.0,-0.47050909,0.13994828,-1.634679836,-0.592475677,1.647519436,3.393135063,0.550081687,bad +2898.0,-0.587990692,-0.545293239,-0.084409745,0.555660798,1.120898879,1.474668675,-0.636625891,good +2899.0,-3.489465339,2.16161112,-1.608929923,-0.065903386,3.786353216,-1.59685298,-5.376070651,good +2900.0,-2.015384682,-3.229740124,1.769987555,-0.138106031,-0.917204501,1.298462176,-2.995260179,bad +2901.0,0.95947521,1.17520878,-1.558681656,3.150679291,-1.332056334,-1.162085781,0.936264265,good +2902.0,2.110482723,0.100441368,0.697833376,0.081216108,1.024578417,-1.044880142,2.359771783,good +2905.0,1.138854566,0.029772961,-0.721141826,0.849334678,-0.155630819,-0.574074893,-1.345222378,bad +2906.0,-1.560403788,-2.797303142,0.043262581,-0.504761725,0.400119861,1.698181578,-4.188652551,bad +2907.0,1.102256337,-0.278648168,-2.752787217,2.235501731,-2.300816531,0.454884338,0.532010254,bad +2908.0,-2.06053441,-4.255527986,5.669086632,0.970850075,0.330087838,1.532844721,-0.13201002,good +2909.0,-0.179226489,-0.513425394,-1.0832712,0.84602969,1.979664909,-0.424740847,0.568775009,bad +2910.0,-0.447480405,-0.441143463,-0.146593731,1.672041965,-0.027358056,-0.576523029,-0.212057285,bad +2911.0,0.713085137,-3.185594049,0.603498843,-1.920696455,2.371604505,-0.898035432,1.384495608,good +2912.0,-1.120537328,-2.390241173,2.45984017,2.162817855,1.475850569,0.489071386,-1.373330522,good +2913.0,1.23218808,-1.714366936,-1.050560154,2.263292842,2.149319817,-1.60970063,1.68390841,good +2915.0,-0.357004974,-0.747328439,-2.288484806,0.487322149,2.301590994,1.625671372,-1.237117724,bad +2916.0,-6.08771509,-2.476738564,0.305402927,1.721601929,1.866072832,5.384143263,2.004807236,bad +2917.0,-0.287924088,-0.075252157,0.036819636,0.33675982,-0.891504187,1.81420226,-1.684387471,good +2918.0,-1.651353196,2.005652977,0.855591237,0.047862302,-0.855234452,-2.625740185,1.870309153,good +2919.0,-2.504457554,1.225209148,-0.325495802,1.066858582,-0.032164612,0.684767071,1.334702168,bad +2920.0,-0.026017784,-1.273173291,-0.656051909,1.157648028,2.712526708,0.212701563,1.307998921,bad +2921.0,0.759850627,-2.777437304,-0.974944817,1.743758936,-0.538270992,2.698857792,-3.142710335,bad +2922.0,-0.473886225,-2.911505607,-3.079664907,0.521186447,0.222791394,4.64584638,-0.1640507,bad +2923.0,2.090372229,-1.901308958,-1.438312467,-0.058434436,1.708060148,0.35692766,1.767633005,good +2925.0,-0.651573588,-2.304197821,2.87599049,0.324107687,-0.093583191,2.125974254,1.897369292,good +2926.0,1.187340066,1.868356455,-1.185188933,2.53491116,-2.575976826,-0.946360378,-0.70515812,good +2927.0,-0.14127596,-2.128509614,1.300520345,0.393948595,-0.505539817,2.69004293,0.637151688,good +2928.0,-0.721700276,-1.147209338,1.174622198,0.847160179,-0.247169889,1.497587235,0.919506782,bad +2929.0,1.430488184,1.889053562,-1.724295249,0.293830715,3.165545146,-0.892114761,3.510518945,good +2930.0,0.567528648,0.1438148,-2.462110702,1.681240749,1.543593822,3.031579019,1.638728705,bad +2931.0,-2.315037667,-0.632076637,-1.719956319,1.896177956,-0.533710209,1.448866524,-0.683793916,bad +2932.0,-3.253768117,3.522322241,-1.88561802,-0.162816157,-1.713751688,-1.54848462,-0.190202595,good +2933.0,1.436706271,-1.957720938,0.9973727,1.143156831,1.608127383,1.806767369,-0.553338298,good +2934.0,-1.023890666,1.941008581,0.506051235,0.568196481,0.178839711,-2.995350073,0.187428908,good +2935.0,-2.086321706,-1.905179871,0.138326637,2.351929577,-0.953284953,1.973830884,-0.268075678,bad +2936.0,3.444126119,3.772172807,0.635240185,-0.126254628,2.145363477,-1.032738125,4.266416653,good +2938.0,1.307779741,-4.664891676,3.418907581,0.614952779,-0.480987089,3.764892869,0.595125499,good +2939.0,-0.124568726,-0.19391552,-0.974138698,1.297565544,1.139721676,0.120206632,0.699535471,bad +2940.0,-4.221728929,-3.226876803,0.130887251,1.306090698,1.126418248,3.889778052,2.469651486,bad +2941.0,-0.288239887,1.675357299,1.234745021,-0.5358688,-1.135340309,-1.790820446,1.383166033,good +2943.0,-1.203050515,-0.833300443,-1.760756705,0.32769509,3.081355136,0.446068482,1.937378487,bad +2944.0,0.364721232,1.224862984,-0.298152603,1.303718396,0.473782705,-1.115043735,0.349169554,bad +2945.0,-3.147403328,-1.18396474,0.336733693,1.186935494,0.105455198,0.407940194,3.383837679,bad +2946.0,0.519360018,-0.248638139,-2.482783348,0.709445786,0.117139714,2.44404921,0.136189304,bad +2947.0,0.055031159,0.440223884,0.123531222,0.732666307,0.516110508,-0.833919921,-1.045022463,bad +2948.0,1.453284112,-1.110981294,2.34244945,-1.484933376,3.415983799,-2.167187224,3.220311509,good +2949.0,-1.106248249,-3.748715042,2.899171796,1.15004173,1.410175235,2.244369823,-0.364772303,good +2950.0,-2.674064142,-2.518180642,1.470184032,3.101890865,-0.018453597,2.311314183,2.191434769,bad +2951.0,0.032036174,0.489961431,-0.398355343,0.283365714,-0.001442675,-1.484586676,0.06974271,good +2952.0,1.004742265,-1.654689861,-0.294945817,2.194853224,-0.295615085,2.513654646,0.253906147,good +2953.0,0.091611402,-0.393154965,-2.202543816,0.296512774,0.400374432,-0.050020434,0.183194492,bad +2954.0,1.799464848,-1.364421423,-2.53351381,0.160649853,-1.398444131,1.679530599,0.411447337,good +2955.0,0.445244292,4.099711217,-0.390646167,-1.433040392,0.749228343,-1.198482465,0.897683852,good +2956.0,0.694164172,-1.004000131,-3.455092489,0.233819931,-2.242384067,1.982474766,-1.465539339,bad +2957.0,-2.013018874,-0.580229949,-0.723733479,1.433088428,-0.324114185,-0.390661814,-1.904348537,bad +2958.0,0.636531817,-0.467591185,0.172401435,1.371407824,0.307764492,1.541032046,-0.401394668,good +2960.0,-3.64041071,-0.284994611,1.035445947,0.197992875,1.107829355,0.600650708,-1.073124668,good +2961.0,-2.261672404,-0.810398929,3.523334012,-0.567024704,-0.689129281,0.355311652,0.432000061,bad +2962.0,-0.850925609,-0.759727812,0.072122883,2.279572743,1.01704146,0.544298714,0.637302588,good +2963.0,-2.100543918,0.823428743,-1.150201713,1.651760867,0.601369692,0.744765645,-0.158018044,good +2964.0,0.962091239,-4.516876866,-0.156610641,1.404098983,1.729480614,-1.406989776,1.059900355,good +2965.0,-0.559823724,-0.333295811,-2.005807128,2.969826724,-1.715612407,-1.418697582,-2.225723904,good +2966.0,-1.009184517,-1.466640242,0.213856408,0.945569653,1.079543703,0.022702725,2.476016393,bad +2967.0,0.937515106,-1.175643312,-3.026139114,2.932906092,-0.225404896,-0.591426444,-0.796702882,good +2970.0,-2.188421884,-1.385229506,0.419799194,0.14293918,-0.360722433,0.055028718,-2.694542386,bad +2971.0,-1.793719646,-3.330433607,4.040019955,0.331479853,0.76971261,1.650767205,0.971095716,good +2972.0,1.485462035,-3.12195498,1.255659576,2.124263466,1.272228313,2.936911868,1.059464845,good +2973.0,-1.994285176,0.084999774,-1.037805483,-0.722172122,0.204845734,-1.520301793,-0.19466949,good +2974.0,-1.780331548,-0.647456049,0.921313956,0.190042573,2.566731922,0.032294674,2.274141292,bad +2975.0,1.513903628,-1.841733528,-4.437640515,0.018367166,-3.893668192,3.306740696,-1.667203637,good +2976.0,-0.859629852,-0.739890923,1.627643437,0.713641067,-0.923413253,1.938057787,3.188345866,good +2978.0,0.743122699,-0.042751906,0.402651129,-0.032246193,2.869388442,-2.160962306,2.790905995,good +2979.0,-2.856191274,-2.552692157,-0.497950342,0.362994334,0.807355535,2.796973978,-3.253214826,bad +2981.0,1.883349885,1.186676315,-0.096343854,-1.422643225,1.426149025,-0.507856062,0.947932207,good +2982.0,0.144373555,-1.132383527,-1.56068607,0.501401077,2.256801685,0.900387,1.221682298,bad +2983.0,-1.136374713,-1.937626187,1.142267271,-0.850613266,0.192806026,1.907300565,-2.187043062,good +2984.0,-2.117993139,-0.565222771,0.073178533,1.327455066,0.374310021,-0.03857192,3.188874035,bad +2985.0,-2.118726713,-1.635199539,0.662878319,-0.572444354,4.548401154,-0.245521701,2.973010155,bad +2986.0,-1.412609376,-0.818988827,1.709090142,0.431355807,1.288294802,0.596325444,-0.771035039,good +2987.0,-5.692093381,0.210191289,1.907674284,-0.838852857,2.193988603,1.324186374,-1.590177926,bad +2988.0,3.481999667,-1.924882251,-0.710062507,1.854320847,7.148501831,-2.243854771,3.812018328,good +2989.0,-1.962899559,-0.506960589,-2.388916841,0.136194502,-2.780125597,1.623750861,-1.636458548,bad +2990.0,-3.010279868,-0.664851344,-1.906940603,-0.283595624,0.571321127,3.22411785,-1.721947865,bad +2991.0,-2.508891821,-2.843436455,-0.848363049,-0.48335174,-0.095336897,5.111046105,-1.805347812,bad +2992.0,-1.990051618,0.253082918,1.382415248,3.628188037,-2.098876653,-0.009743437,0.896653238,bad +2993.0,-1.83843169,-1.186596296,-4.037844783,1.292917036,1.808180985,4.03251862,0.249018548,bad +2994.0,0.44314011,-0.949577731,-0.853465346,0.977805866,2.192739238,-0.000397647,1.885015984,bad +2995.0,0.951363333,-2.565242932,2.344981965,2.640555172,-3.296170037,-0.297230402,1.491628066,bad +2996.0,-0.583025794,0.097492981,0.357052001,-0.211639763,-1.250562835,1.841531219,-1.998824673,good +2998.0,-3.142309369,-1.273307011,-0.459075879,-0.349881867,0.812774356,0.621235615,-4.199263205,bad +2999.0,0.324364911,-1.022385055,0.200602295,1.13310104,-1.079205978,2.5796951,1.625841828,good +3000.0,-0.791740594,-0.125726611,-0.683672766,1.126810088,1.499428958,1.258607093,-0.318278176,bad +3001.0,-0.216490187,-2.312652825,1.232708765,-1.108093409,3.147309857,-2.334935254,2.168927943,good +3002.0,-1.123378014,-1.396914664,2.178744859,1.07739845,2.100608805,0.293826351,-0.600271979,good +3004.0,-1.135602157,-0.873765875,1.304670239,0.872166111,1.667877042,-3.529170331,0.675817641,good +3005.0,-4.2720132,0.021266115,2.420558289,1.756026488,-1.22186724,-0.395617762,2.020624473,bad +3006.0,2.338462472,-0.579644624,-2.402320038,-1.038325053,0.388442808,1.491940165,0.436921461,good +3007.0,-4.11818047,-0.231651036,2.236190904,1.49520591,1.875913134,0.036226784,3.725119774,bad +3009.0,-0.826259257,-2.398700188,-2.721265081,0.921567449,-5.498666693,1.652619334,-2.085341847,bad +3010.0,-0.198773459,-1.249758065,1.778493902,1.302544514,-5.314308017,-1.554592705,0.809907288,bad +3011.0,-2.528144905,1.239934076,-1.492238729,3.021035176,-4.155099508,-1.710012237,0.307219577,good +3013.0,-2.998222281,2.071302179,0.851703736,-2.410528889,0.305870762,0.472079079,-5.9179002,good +3014.0,-2.628374277,-0.115458273,0.198702216,-0.069106551,-1.117299703,2.095307617,0.630104364,bad +3015.0,-1.467316129,-0.342541989,-1.922702604,3.071344785,-2.648252979,-0.118562775,0.2467183,bad +3016.0,0.221316479,-3.066721545,1.522590337,2.958682314,-3.801872235,-1.309668639,-0.710313296,bad +3017.0,3.863438183,-3.661559233,-0.173749682,-0.587124765,6.497705773,-0.803019407,3.129403535,good +3018.0,1.006936285,0.067631425,0.477400834,0.574208734,0.270917736,-1.275528962,2.649874004,good +3019.0,-0.452302749,-0.367927898,-1.51753758,1.842541016,1.201533012,0.492244552,-0.844719722,bad +3020.0,-2.323340528,-2.585398763,1.307611767,1.118135737,1.429309401,-0.19873985,-3.861990488,bad +3021.0,-2.982489104,-1.151936282,1.184344372,2.902769805,-1.534326133,2.212735831,-1.022736521,bad +3022.0,-2.860756552,-2.706891782,1.453226315,1.492803591,-0.424133646,0.088431591,-2.995325003,bad +3023.0,-2.797459587,0.82061823,-0.54792495,-0.860801945,0.2196575,1.289710606,-1.333122234,good +3024.0,-1.366082011,-2.41554376,2.05785114,0.53538715,4.1389524,-4.799113742,0.75567379,good +3025.0,-1.529416771,-3.397829288,-0.380416768,0.513618822,-0.338819408,0.929264113,-4.798989984,bad +3026.0,0.611621934,-1.654902166,1.465394027,-0.490341336,-1.17929256,3.194306565,0.062116068,good +3027.0,-1.987301062,-0.512448969,2.029870689,-0.899803671,1.134416635,1.278729779,-2.327119827,good +3028.0,-0.633169967,-3.729780449,-2.160076833,-0.588697952,3.47628019,2.681429693,2.786759187,bad +3029.0,1.784926645,-0.739968069,-2.006613381,-0.180891852,3.004408943,0.025625051,2.520905121,good +3030.0,0.357199154,0.320550661,-3.239856209,2.291319097,-0.59516959,2.632138463,-2.230315931,bad +3031.0,0.362113379,-3.047153964,3.878195734,1.898910772,0.691746992,1.774689806,3.096682929,good +3032.0,-1.222028439,-2.215775581,3.23167937,-0.938840824,-0.458308572,2.307911988,1.176424009,good +3033.0,-1.231758106,1.36314074,-5.746674479,2.787436843,-0.703580047,1.627143084,0.105003839,bad +3035.0,3.130466635,-4.4162802,-1.41951158,1.298073435,1.544766829,0.415519295,1.328699376,good +3036.0,-0.646916429,0.989771566,-0.822794468,1.216294307,1.122181649,1.013008429,1.649339187,bad +3038.0,2.017375693,1.631631987,-4.048329828,0.403906692,-1.546145898,1.955092479,-0.559362496,good +3039.0,-0.188985311,2.975707192,-0.215147855,0.171247176,-0.372198595,-1.431905623,2.766830845,good +3040.0,1.51469881,-2.027391605,-0.644007736,-1.693203149,3.728025838,-0.559023779,1.176172575,good +3042.0,-2.779157167,-0.924554392,1.552992702,1.599857611,2.401767985,-1.122478919,-2.777152433,good +3043.0,-1.549754142,1.292916579,-0.824470337,1.550896325,1.417404687,-0.325310279,-2.569348843,good +3047.0,-3.805181879,-0.354975857,0.349562787,1.480759079,2.4618119,1.985672316,2.078826028,bad +3048.0,-1.990881421,2.124921759,-0.939538981,1.690197702,2.100516526,-0.377753702,-1.888768607,good +3049.0,2.329371607,-2.338652131,-0.495711205,-1.401172164,3.025817286,0.258610491,1.945986711,good +3050.0,0.520275469,-1.824736407,-1.002358351,-0.815311185,-0.104198396,0.148183976,0.125661579,good +3051.0,1.077181951,0.462732953,-1.798955292,2.054467899,-0.548000715,-0.059185166,-2.032169189,bad +3052.0,2.143414632,-2.096964281,0.930632039,4.303733543,0.057817912,1.177471507,2.523858095,good +3053.0,2.097690737,0.960396079,-3.30276992,1.668748824,-1.046302685,-1.177782965,0.475477722,bad +3054.0,-4.013413331,-0.697308981,3.823556122,-1.151878024,0.605068899,0.457891892,-0.896947428,good +3056.0,-0.146451471,-0.354807223,-0.153954553,0.593859709,1.316648405,1.03753562,-1.795486331,good +3057.0,1.520446887,-4.844158767,1.379117119,0.742378935,-1.694521649,-0.529413866,-4.654523919,bad +3058.0,0.672426193,-0.932017213,-0.316983822,-0.679560093,2.031719257,-0.833748092,1.787328054,good +3060.0,-1.426676558,-0.631041279,-1.968492176,0.935983051,0.191725353,3.348655058,0.256349114,bad +3061.0,-0.828269298,-0.934683129,1.727538999,1.04027539,1.970687196,0.529514361,0.062215535,good +3062.0,-1.135749883,0.008586787,0.948512144,1.553569366,2.116582715,-0.272923438,0.512910617,bad +3063.0,-0.814907191,-1.067851803,0.475236672,0.24621865,-1.103105513,-0.042136628,-1.223954372,bad +3064.0,-2.50739464,-2.501562034,2.929628394,0.192478451,2.212366121,-0.217932148,-4.037148536,good +3065.0,2.822068821,1.060057133,-2.304707995,1.450493309,0.833521422,-0.490623106,-1.964758344,bad +3066.0,-2.047512084,1.879066889,-0.33509755,-1.001776752,2.148500584,-0.776159969,-6.739692961,good +3067.0,-1.161463499,1.581072687,-2.399866961,-0.236107018,1.886987636,0.749778458,-0.218830741,good +3068.0,-0.596943568,0.639459126,-1.796178731,3.424765623,-3.508610535,2.713475925,-3.609172995,bad +3069.0,0.289840724,-0.878965453,-1.331783309,1.23331723,0.060414184,-1.07908913,-0.445254562,good +3070.0,0.521994252,-1.341202051,0.519271813,0.990422315,0.476561833,1.259996078,-0.266609261,good +3071.0,-1.983642758,-1.919871029,2.84158753,3.112618967,2.671911589,-1.180545399,-0.049403327,good +3073.0,-2.070346464,-0.766355032,-0.600152498,2.437270305,-1.588421687,3.035092258,-0.680335038,bad +3074.0,-2.286438343,0.771862397,-1.11308864,1.154396271,-2.83075368,-0.429298021,0.170322177,bad +3076.0,0.958807625,0.819666386,2.057364781,1.309622072,1.10977036,-4.185342731,1.18419642,bad +3077.0,0.803418102,-3.281815627,0.066551746,2.495147609,-1.134919456,-1.463504103,-3.391955806,bad +3078.0,-1.927952515,-1.922812456,-1.340799217,0.906174505,0.218052573,3.002820256,0.138371781,bad +3079.0,-4.073217342,0.551511458,0.890096776,-1.068701142,-0.272273438,1.138363055,-2.362080615,good +3080.0,-5.087387322,5.014002108,-1.652091426,-1.025454684,1.460313584,-1.994075663,-2.813449028,good +3081.0,-0.757483893,-0.507885205,0.783895628,2.256950858,2.869462342,-0.223499738,-0.417913889,good +3082.0,-3.10556776,-1.617733229,2.835577172,0.695110044,0.553499934,1.210884412,1.527393697,good +3084.0,-1.039616871,-0.016362065,-4.101306009,0.672189527,-2.140563079,2.316941986,-1.013110289,bad +3085.0,0.121631565,-1.409666314,-0.963377298,3.24064396,2.009878317,2.185753268,3.174687485,good +3086.0,-2.886912255,-0.162562134,0.932929631,0.282211535,0.938408376,0.523649736,-2.546855975,good +3087.0,0.692815147,-1.010217191,-1.028903899,-0.207085587,2.745577823,-1.007532081,2.148164161,good +3088.0,-2.860698973,-3.35504959,-1.311302319,1.296602473,-1.822590247,2.372048339,-3.788166932,bad +3089.0,0.372768624,-0.962674331,-1.330979911,2.207378482,1.042015457,1.628122033,-0.069598119,good +3090.0,-1.816202449,-4.419484591,1.372594536,-1.497221493,-1.301357488,1.843783417,-5.537818992,bad +3091.0,0.995426711,-0.578828631,0.491468249,2.212457392,0.337693482,-2.324298549,0.7209638,good +3092.0,-1.800434264,-0.667054642,0.052993013,-0.444912137,2.939810082,-1.616973843,3.84744379,bad +3093.0,-2.973739133,-3.093763298,-1.592586672,-0.008897943,3.499584625,5.396966334,-1.838594058,bad +3095.0,-1.053627133,0.168310928,0.1088945,2.525974969,-2.108336917,0.131820141,1.239641077,bad +3096.0,-1.281038736,-1.821401873,0.754640169,1.652782439,-2.685340276,0.161968913,-0.522776192,bad +3097.0,1.280475047,-2.673699578,-4.980916322,-0.195563979,0.488366477,4.524214896,-3.762212148,bad +3098.0,-3.01390467,-1.12444601,0.989252648,2.699941784,1.713396163,-0.321091532,0.623971295,good +3099.0,0.15635328,0.425773797,0.141581213,1.075482472,1.56633572,-1.886997052,1.403469653,bad +3100.0,1.227609491,-3.674724762,1.309667169,3.549786817,1.851212567,1.417438614,0.695032573,good +3102.0,-0.743778598,-1.353542617,-1.838637259,0.988648302,-2.193773045,0.05715575,-2.831125855,bad +3105.0,0.000814048,-1.062661381,-2.073396676,0.640931742,1.519447774,0.989351163,0.255524047,bad +3106.0,-0.124659043,-0.887231349,-1.626181345,1.3629989,-0.275989211,-1.051163227,-0.06847672,good +3107.0,-3.001232904,-2.172604901,-0.147178811,1.175183417,0.020233193,2.822543498,1.122215319,bad +3108.0,-1.580284349,-1.469831421,-2.009756274,1.441788998,-0.025480273,2.612828238,0.159467205,bad +3109.0,3.348147905,-0.676277097,-0.163897447,2.992265196,1.339167848,-1.562932923,1.284231392,good +3110.0,2.157159158,-0.069392549,-1.765814088,1.729873818,-0.970323911,0.581459795,3.062536423,good +3111.0,-3.159531177,0.721315202,0.529383871,0.860118686,2.131377369,-1.284000864,-2.211441171,good +3112.0,-2.4241362,-2.414256283,-1.465238605,1.382509359,2.574106364,3.466150929,1.105971772,bad +3113.0,-1.993757282,0.889680141,0.057289768,0.898262727,0.644909723,0.251999159,-2.114689564,good +3115.0,1.171829745,-3.135742221,-1.320855654,2.381893526,-1.079496598,-0.389709916,-0.445502635,good +3116.0,0.539055893,-3.805667483,2.723953575,1.27112836,0.554292284,2.554438013,-2.047689391,good +3117.0,-4.123507768,-3.188401656,-1.346759332,0.598308799,0.809130968,4.323454029,3.923279611,bad +3119.0,1.261198275,-3.11739706,-1.257282686,0.84837457,-1.17177699,0.452884871,0.58178077,good +3120.0,-0.444543168,-2.575347431,1.475434639,1.779207791,1.535372074,1.415128173,0.55266805,good +3121.0,-0.374514391,1.113480936,-2.194559884,2.726527418,-0.541873663,0.326557078,1.99553046,bad +3123.0,-1.553346238,0.694739637,-0.161778986,3.545424868,-0.105111122,-4.029710309,-0.625875999,good +3124.0,-3.349240694,0.457772157,2.714773474,0.33754146,0.365277813,-1.254673003,-1.845646416,good +3125.0,0.145173941,-1.913805506,-1.428138398,2.099165039,-0.821612772,2.078525039,-0.380388345,bad +3126.0,2.682281127,0.897648848,-1.023634004,2.244069482,-0.301776883,-2.576000009,0.629952465,bad +3128.0,-2.667137449,-2.424014822,3.665266986,-0.208855461,1.162848742,1.022678472,0.091921632,good +3129.0,-0.640555278,0.399305799,0.449963686,1.66364063,1.477343891,-0.270789883,1.021798877,bad +3130.0,1.421043677,-3.060579865,-1.613467715,1.921095545,0.253383652,-0.407603267,-0.064257729,good +3131.0,1.393823623,0.428643902,-2.062432437,1.032301097,-0.686957246,-0.436844255,-0.490572827,bad +3132.0,-5.056714194,-0.817248882,2.923314232,1.386728455,1.693781497,0.915167684,2.943828562,bad +3133.0,-1.67591132,0.870155619,-3.436341121,0.637723798,-0.617020085,3.398545069,1.094332865,bad +3134.0,-0.231493811,-2.663172054,3.445823059,0.790059602,1.081582383,0.964338833,-1.299867748,good +3135.0,-1.423459306,-2.466326207,3.306634863,2.092306239,2.249222796,1.031582501,0.317187773,good +3136.0,1.680285433,-0.815521174,-0.491036588,-1.630587551,0.933698006,0.11482454,0.58325181,good +3137.0,4.004027128,-0.322303164,-3.32585212,1.682771076,-0.204433181,1.463374798,-0.818700955,good +3138.0,-5.192294815,-0.199310525,0.841395106,0.707506723,2.84266668,-1.012861171,-2.273601407,good +3139.0,-3.132765923,-3.282748338,3.700535806,1.975309458,3.950249581,-0.122513101,-0.533379941,good +3140.0,-1.585450676,0.172775732,0.904119934,-1.779541126,-1.03043053,1.246945445,-4.617026424,good +3141.0,0.703443282,0.058628644,-1.000690556,1.796558513,0.980694347,-1.766927161,1.105737675,good +3142.0,2.251661897,-0.299250566,-3.06256487,1.72335758,-2.278453851,1.162821096,-0.603548753,good +3143.0,-4.084910179,-1.014713666,3.033409091,1.676498138,-0.14170493,-0.337045152,2.131648699,bad +3145.0,1.53732936,-2.57146226,-1.974852709,1.155408602,3.027438077,-0.77097034,1.449094973,good +3146.0,-3.083350417,0.628634404,0.350292928,-0.157695515,-0.27841973,1.024364989,-0.671464525,good +3147.0,-2.743350012,-1.139140864,0.888225565,-0.393842178,-0.791498116,0.545421345,-2.001538354,bad +3148.0,1.791076823,0.230726241,-0.78268227,3.42861403,0.17808332,-1.697414803,1.658262189,good +3149.0,-0.223909391,-3.138394855,3.980793922,0.365462994,0.710490097,1.741950282,-0.114346995,good +3150.0,0.536446993,-4.944608718,4.392974528,-0.078261211,0.08974542,2.694833056,0.572564128,good +3151.0,-2.451890873,0.479923699,-0.186550918,1.473205478,0.690804719,0.250999907,-0.247542181,good +3152.0,0.853441808,-0.951263728,-4.7285501,-1.131506246,3.582119835,3.301868246,-0.556703085,bad +3153.0,-1.035735992,-1.05156401,-2.121994723,2.219770711,0.523797967,2.306373582,1.489581235,bad +3154.0,-1.426120129,-1.06855557,-2.153527392,0.136551316,0.738103075,1.961176751,-2.75899695,bad +3155.0,-1.099458441,-1.206551747,2.136785837,1.920248842,-1.230805423,-2.158366808,-0.900825856,bad +3156.0,-0.013655423,-1.087966462,-1.956034696,1.99403633,-2.108647791,-0.418796848,-1.570350881,good +3157.0,1.625461266,-1.534990098,-5.016761418,0.309943529,1.110963794,2.913673713,-0.746742282,bad +3158.0,0.536355193,1.633845896,-0.95554666,0.810189297,-0.36600837,-0.840467044,2.442705012,good +3159.0,-2.345911563,-0.103097004,1.150390986,1.628029728,-1.399632034,0.358785703,-2.62072577,bad +3160.0,-1.339886975,-2.49856012,0.710461914,0.376362324,0.590041185,2.692042946,-1.365127445,bad +3161.0,-1.994718821,0.459086213,-1.078757716,0.677493022,0.283108335,0.336912539,-0.813438826,bad +3162.0,-2.80806396,-1.283149863,0.777267228,1.713833293,-0.502566684,1.008791456,0.939702545,bad +3163.0,1.471951677,-0.543596178,-3.706613519,0.456446007,2.417321106,2.136522109,-0.39362185,bad +3164.0,3.927184506,-3.192721652,-2.852995757,6.475084353,0.787669698,-0.907340902,0.724561237,good +3165.0,1.831696408,-1.400383813,-2.13308743,-0.467852536,1.395362241,0.614226653,0.586654871,good +3166.0,-2.152251433,-0.860864094,-0.752832247,0.072131171,-1.098922167,1.349929887,-1.487431453,bad +3167.0,0.732457401,-1.331404733,-1.639145167,1.553624694,0.132915724,1.352320735,-1.037979931,bad +3168.0,-1.184769258,-0.718003588,-0.893006256,2.181660691,1.306560109,-2.674951846,0.408958685,good +3169.0,-3.179952884,-1.644596613,2.72318882,-0.850852438,0.524518229,1.417132305,-0.756864314,good +3170.0,0.003216373,2.264157489,-1.134655762,2.252035365,-1.273472123,-1.636350877,0.874231935,good +3171.0,2.097622928,-3.290629484,-2.174481509,0.619759424,0.308669168,1.107862709,1.193854061,good +3172.0,2.486321803,1.012876216,0.011564614,2.2595738,-2.040434793,-0.946572186,0.127212642,good +3173.0,-0.465842962,-0.517544398,-0.719749535,0.881697702,0.214780422,-0.701366922,1.821120048,bad +3174.0,-1.720685717,1.309049957,0.277338034,1.612229859,1.674737186,-1.294769221,-1.455839994,good +3175.0,2.474217748,-1.652325149,-2.023091956,3.127407667,1.851059017,-1.063566604,0.518813987,good +3176.0,2.768428658,0.730249808,-3.473113971,1.574102314,-1.355363363,1.462394804,-0.208976341,good +3177.0,-2.954896105,4.202643132,-3.468045836,-2.146075341,-1.400878558,1.096127897,-1.679607938,good +3178.0,1.125194675,-1.77412658,-0.046433916,-0.21640012,0.848118378,-0.634874263,1.746986998,good +3179.0,0.814521008,-1.376776671,-0.457899941,2.474659754,0.600720992,0.389628231,-0.014252196,bad +3181.0,-4.674679526,-0.317119197,1.502373359,-0.422457356,0.66586105,0.476368686,-1.094367441,good +3182.0,-1.244401925,-3.280975289,-2.839928158,0.841739833,-0.644497424,3.787029205,0.701310229,good +3183.0,-0.655557381,-0.069756691,-0.892089569,-0.166351417,-0.002821525,2.463541204,-0.905208948,good +3184.0,-1.798429335,0.536848152,-0.871272937,0.327010326,0.195390915,0.970268562,-3.354846721,good +3186.0,2.277789152,-0.66353718,-0.834341428,2.245548762,2.548064036,-1.842935651,1.818489534,good +3187.0,-2.747330489,-1.093614998,-0.682519393,0.780432745,0.83226379,3.188638335,0.691372124,bad +3188.0,1.809693175,-1.593318536,-0.67214747,2.787662045,2.241677782,-2.10516948,0.54510856,good +3189.0,-2.413639709,-1.173869884,1.334295264,2.011636885,2.290939167,-0.36429993,-1.626572021,good +3190.0,-2.357098406,-0.038761689,1.645947559,-1.269489941,0.444984916,0.72947343,-2.801128268,good +3192.0,1.904316941,1.303973022,-2.608859945,0.979139062,-0.850627433,0.476493605,1.723107676,bad +3193.0,0.053170767,0.091995273,-0.526661359,-0.9193666,-1.425081371,-0.211383357,-0.402743899,good +3194.0,0.026096579,3.010306362,1.712529584,1.754224916,0.468183829,-2.160814453,4.902216626,bad +3195.0,1.673063156,-1.371782688,-1.967652131,0.111735639,1.612901458,-0.118001668,-0.356564039,good +3196.0,-2.156863512,-1.655429484,0.680629957,1.499034768,0.346764852,0.507208319,1.584665032,bad +3197.0,0.068511772,-1.972439511,-0.014677834,-0.372102333,2.473622941,-2.943859767,5.529861296,bad +3198.0,-1.355544196,1.18888116,-2.89509295,-0.384313803,-2.467256063,1.68196175,0.601349722,bad +3199.0,-1.245207658,-0.679527321,1.354300811,0.838466808,0.126174435,0.190773411,-2.200125883,good +3200.0,-1.086595995,1.36031475,1.143306847,2.258588745,1.354276136,-1.300362871,1.985320996,bad +3202.0,0.412579946,-2.66404476,-3.881718079,2.53518474,-0.854747278,0.09722436,-2.599374036,good +3203.0,-2.190462209,1.900422732,0.260775226,2.595715918,-2.933883057,-3.218398786,-1.400045838,good +3204.0,-5.405693103,-0.055606292,-1.057041176,0.865468934,-0.304585486,1.041008522,-2.235372635,bad +3205.0,-2.417838628,-4.666294626,-0.126116766,1.304831254,-2.195826049,2.877770952,-3.84312533,bad +3209.0,-0.46518003,-0.441021199,2.66634754,-3.424639414,6.228487613,-3.118952875,5.201887028,good +3212.0,0.69877107,-3.183903344,-0.960171707,0.062462647,3.003148355,-0.560868607,3.56533263,good +3213.0,-1.127207323,-0.012233329,-0.888900787,0.077783819,1.001604718,1.694978878,-3.452096304,good +3214.0,-1.896801906,0.150357708,2.424059525,3.029809104,-3.695376343,-0.680822174,-0.485887104,bad +3215.0,1.575849676,-3.005397619,-1.126534128,-0.195179725,3.094803083,-0.377437955,1.704576907,good +3216.0,-3.85297206,-0.542395184,2.895543216,-1.533349773,2.573097312,-0.634605969,-3.135736492,good +3217.0,-1.266491323,-2.316384219,1.76518738,1.853829226,1.843592366,0.676473654,-1.25036695,bad +3218.0,1.152415177,2.445003044,-1.560773329,3.790427031,-0.266642362,-1.537781172,3.582814236,good +3219.0,-1.061163045,-3.356389507,-4.83019184,0.020029289,1.833040764,3.453467719,3.59055577,bad +3220.0,0.732731725,-0.79304866,1.214661861,-0.85216604,-0.197160395,1.618517077,-3.132193701,good +3221.0,-1.464082644,-1.08526294,0.18652151,1.252295225,1.600383669,1.473976677,-1.336576589,good +3222.0,2.344884548,0.704601051,0.152842766,0.990914159,0.828837993,-1.296001827,1.441385597,good +3224.0,-3.245176568,0.245042231,1.786683989,0.019287779,2.748912715,-0.404510618,-1.73387327,good +3225.0,2.849105469,-0.810499077,-1.769151634,0.863338603,1.332377623,0.049158401,1.185050162,bad +3226.0,0.380306875,0.108876671,0.838371949,0.718480356,1.400364119,-2.327666271,2.411086303,good +3227.0,-2.983325412,0.573440898,0.082280487,0.533181203,2.134812422,-0.656205892,-2.92865794,good +3228.0,-2.837173607,-2.763326529,-1.404539288,1.496063439,0.213663126,3.894982726,2.454228211,bad +3229.0,1.184530819,-1.341687915,-3.321873248,7.561485391,-0.576228823,-2.336227203,-1.559156989,good +3230.0,-0.157915527,0.323806904,-0.893337848,-0.06155364,1.29032277,0.766925266,-5.236625293,good +3231.0,-1.125117458,-0.882901775,0.510035302,3.58259188,1.786843154,0.707680347,1.271455342,good +3232.0,-2.337414685,1.339763868,-4.753825289,1.725398252,-2.961422371,1.746878474,0.648231211,bad +3234.0,-4.764625229,-1.431214548,0.554838929,1.433735012,0.73011157,2.429639211,1.756848405,bad +3235.0,1.418533482,-1.14670102,-0.050510953,0.454915849,-0.368316304,2.642280012,-1.347701929,good +3236.0,0.130441205,-1.375330097,-0.126782128,0.082598846,1.076072063,-0.669544722,1.41772588,bad +3237.0,-0.553682125,-3.900723508,2.999135979,1.919043877,2.033281757,1.609727498,-0.3529432,good +3239.0,0.109009318,0.059472994,-1.978437102,-0.80508056,-3.696736876,1.108279225,-2.742458438,good +3241.0,-2.429093018,-1.903301178,3.8520443,1.441185844,2.572791109,-0.139493166,-0.521118184,good +3242.0,1.722806639,3.04331728,-0.678129997,-2.006044922,2.684418811,-0.0925722,4.738312808,good +3243.0,1.57264625,-0.281615328,-4.380837151,0.305577197,2.274682269,1.059189083,-0.184644788,bad +3244.0,-2.042188947,-3.259705692,5.019020042,-1.807715157,0.705932295,1.798553071,-1.88350261,good +3246.0,-1.282859052,-3.663901877,0.27622676,-0.764491094,1.040626553,2.805087911,-4.47558768,bad +3247.0,0.741592825,-2.043126967,0.658164664,-0.040771294,0.012117691,0.143572162,-2.41369341,bad +3248.0,-0.859350839,-1.048091013,0.618029629,0.198748598,1.493582976,0.587974109,-2.315433582,good +3249.0,0.191239473,-2.093555153,-3.272688286,0.607203026,-0.73296279,3.179536372,-2.349616349,bad +3250.0,0.995229632,-1.171523493,-0.823730332,-0.264851808,-0.645413931,1.86016987,-0.666486737,bad +3252.0,2.229054486,-1.591630518,-4.369493538,1.012074406,0.995412987,2.743001766,-0.921203548,bad +3253.0,1.391377688,0.955943511,-1.433923906,0.724165627,1.864884502,-1.268119974,0.007160799,good +3254.0,-5.49081395,-1.968652389,2.256429446,0.84785356,0.891708454,1.198122248,5.538526181,bad +3256.0,-0.054990862,0.766912787,-1.11120219,2.834830484,0.193472129,-2.336585084,0.541694462,good +3258.0,1.798630409,-3.311863547,-0.854161142,2.328398878,-1.101931944,-0.065939832,1.904027416,good +3259.0,-2.136529778,-1.811071329,0.541231433,1.873338107,0.753319326,0.938547394,1.799675359,bad +3260.0,1.459970088,-0.523290193,-2.295516002,3.436031354,-0.050537162,-0.727057588,2.004537615,good +3261.0,-0.429563811,0.058149216,-0.997900265,-0.178884865,2.492185845,-0.169497375,0.210347278,bad +3262.0,1.172627897,-1.277302089,-0.434008982,2.819312166,2.39643271,-2.801637468,2.297794779,good +3263.0,-0.186885716,1.081615625,0.828304303,0.089561027,3.209067332,-3.40760201,1.2971345,good +3264.0,1.466278231,-3.403241758,0.880975653,2.713308819,-2.802333945,0.768232888,0.014034095,bad +3265.0,0.630739512,-1.459409967,-1.339418083,1.573397369,0.306651732,-0.922364395,1.300693775,good +3266.0,0.427298818,-0.423651199,-2.076193669,1.377719762,2.425106694,0.830386149,0.843975672,bad +3267.0,0.534562814,-2.521123327,-1.167173226,-0.809862953,5.227780537,1.38275763,0.638381721,bad +3268.0,-1.74297235,-1.697831942,-1.016429419,1.083197435,-0.501024744,1.866597326,2.693643818,bad +3269.0,2.530664993,-5.275557003,-1.070968206,-1.274575629,5.232038206,0.410341404,3.532238446,good +3270.0,-1.322796913,-2.205124931,-0.208008181,-0.096415863,1.694696081,1.428918677,0.94783296,bad +3271.0,-3.160312633,-0.761810602,-1.128493326,-0.078224321,1.41305915,4.56119729,0.108746451,bad +3272.0,-2.126544814,-0.006764439,-2.156872686,1.947057184,0.303433969,2.80110413,0.955717019,bad +3273.0,-1.777471726,-0.535455476,2.592794204,0.735941537,1.299667911,-2.698621492,2.39350287,bad +3274.0,-0.933457506,0.426873937,0.675676976,0.677172865,0.16913582,-1.754665533,2.701821479,bad +3275.0,-4.867346303,0.787896149,2.401825865,1.564185906,2.832052337,-1.905370564,-0.953665479,good +3276.0,-0.651289085,-0.249712348,-0.907577514,0.35421585,0.969699823,-1.986275489,-1.447751284,good +3277.0,2.962386019,0.457106939,-3.5134169,1.850765682,0.120213404,1.247077243,1.086971353,good +3278.0,-0.446094007,3.460395656,-3.745793088,-0.209806587,-1.150347999,1.953259612,-0.777963277,good +3279.0,1.762091893,2.050865761,-1.375058828,2.988179417,-0.353031154,-1.025431923,3.200821467,good +3280.0,0.417919236,-0.542236477,-2.401747149,5.909077531,-2.659453757,-1.80497869,-0.811324293,good +3281.0,-0.337941206,0.151411752,-0.929492761,-1.209260978,1.038715879,-0.810870703,-0.113157751,good +3282.0,1.131184679,-1.231407209,-0.744317276,1.546482031,1.424070306,-1.547877026,0.964165879,good +3283.0,-2.632866361,-3.854800002,0.735692125,1.310519299,-1.10718775,0.25845307,-4.926744501,bad +3284.0,1.645045466,-1.321535723,-1.266669832,5.567917869,-0.702019165,-1.996032302,2.245048782,good +3285.0,-0.585505154,-0.82153333,-0.90870239,1.222367188,0.64208128,-0.173078991,2.233682316,bad +3286.0,-2.177249651,1.238871335,-0.810283256,0.385698037,-1.273850077,0.737213588,1.01084709,bad +3287.0,0.918144694,-4.232359225,0.549289933,-1.407725877,3.322634047,-1.007525729,2.38179469,good +3288.0,-3.645545244,0.034728056,1.972599444,-0.236277753,2.953790582,-0.678424829,-2.554458565,good +3289.0,-3.924647702,-2.039912443,0.97177752,0.655087864,0.196430732,0.727576992,-3.329460085,bad +3290.0,-2.520363651,0.233834854,-5.671517238,1.611890861,-2.915728026,2.817676464,-1.021048144,bad +3291.0,-1.365028778,-1.630329292,2.529225394,-0.638158179,1.155261439,0.672927992,-2.372509423,good +3293.0,-1.948446684,-0.711484664,-0.769561648,0.903579486,1.945107962,2.012527011,1.434992327,bad +3295.0,-1.073810629,-1.438582896,0.489339111,0.392365566,0.400685311,-2.356377685,-0.405650725,good +3296.0,1.339489307,-0.98498385,-0.245295186,1.863707199,1.636744913,-2.173060481,1.108448274,good +3297.0,0.591295335,0.616590264,-0.525947541,6.110621104,-1.03679872,-3.44005964,1.899782249,good +3298.0,-0.990224977,-1.667060134,0.310330178,3.65755329,-2.110675284,-2.625004048,-1.822560505,bad +3299.0,1.782690714,0.02849563,0.106592074,2.472595201,-3.302578875,-0.119870931,4.046948428,bad +3301.0,-0.608562446,-1.436172761,0.972275098,0.212534224,1.07251909,1.535771667,-1.698730403,good +3302.0,-1.259381194,-0.67812758,0.890656613,1.609135467,0.708535153,1.632985424,0.56143631,good +3303.0,-1.977979998,-0.229482705,1.283457917,0.23889794,1.049934948,0.682324062,0.369580215,good +3304.0,-2.543700687,1.979633306,-1.058214215,1.45222131,0.727827049,0.12213217,-0.826248186,good +3305.0,1.718641807,-2.761063248,-0.592669642,1.3556338,0.680596659,-0.682477774,1.70291443,good +3306.0,2.117070831,-0.987348564,-4.111676899,1.887538063,-0.491670135,2.087674296,-1.652114056,bad +3308.0,-2.162178751,-1.337456735,1.809359916,0.926541854,3.453820296,-1.411285921,-3.999915065,good +3309.0,-0.239188058,-0.439061706,1.352598277,0.793295966,0.958103174,-2.876156852,1.689852489,good +3310.0,-1.656849834,-0.046383553,2.501078271,3.059996627,-2.901711046,-2.945826858,1.2649463,bad +3311.0,1.27350962,0.146745629,-1.573093607,3.495491609,-1.719938285,-0.573787792,2.651101705,good +3312.0,-2.67017801,0.437903888,1.783058723,0.630390551,1.459112019,-2.357962276,1.802374182,bad +3313.0,-1.568585346,-1.970699785,1.262787248,-0.524398059,0.573744072,2.011534383,-2.824366834,good +3315.0,0.227638615,0.615441573,-0.521592211,1.552273213,-1.042000889,-0.078349687,-3.081881098,bad +3316.0,-0.091727561,0.185842223,-0.826041162,1.369837505,-0.206288255,-1.37803731,1.599195218,good +3317.0,-1.500992407,1.149508409,-0.084614738,2.503724629,-1.946781123,-2.56118753,1.129927802,good +3318.0,0.747500782,0.982837502,-1.384433712,-0.128181814,-0.407043168,1.683242542,-3.543715634,good +3320.0,2.563247684,-2.872912902,-0.530600222,2.26187328,-1.386298333,4.826221058,1.08475409,good +3321.0,-2.017862342,-0.505052718,1.008961555,-0.846893652,2.391001784,-2.67802589,3.615340239,bad +3322.0,-1.988115833,-0.10288746,-0.971751212,-0.69182491,2.971389746,0.469544275,2.133817463,bad +3323.0,-0.883525545,-0.530053355,1.637442971,0.273507329,-0.433867413,1.25011331,-1.149860234,good +3324.0,-0.473892295,-0.640130989,-1.011546617,0.406789919,2.406118717,1.309843991,-1.519654387,bad +3325.0,1.617343644,0.267883259,-1.334390127,-0.123272463,1.053571849,-0.427463388,0.421589696,good +3326.0,1.349008622,-2.018209186,-2.611487306,2.458010267,2.300241107,-0.777950958,0.947553035,good +3327.0,-2.524939153,-0.30864294,0.436660127,-0.603008147,1.202711651,0.98640871,-2.05390054,good +3328.0,-2.72156418,0.260152568,1.367541828,0.357822364,1.710660498,0.556430966,0.048978998,bad +3329.0,0.252995938,-0.394867211,-1.124146313,1.123494233,-0.984754245,-0.622096821,-0.698871555,bad +3330.0,0.704417631,1.057612035,-3.080788388,-0.157690269,-0.809117084,1.035042443,-0.429252652,good +3331.0,-0.958481993,-0.936945599,-0.525712345,1.419508279,2.018538987,0.530124636,-2.501304538,good +3333.0,-1.406763969,-1.04892287,1.442689301,0.1584733,1.405372151,-3.400368075,0.701403599,good +3334.0,0.651453766,-2.548505605,0.010051058,1.312388092,-0.356026507,-0.148830309,-2.609107132,bad +3336.0,3.101422304,-1.222490146,-2.181311384,-1.35956461,2.608299255,1.285016017,1.880348648,good +3338.0,1.686002901,0.767524181,-2.826380711,-1.367417904,0.758429709,0.988281742,-0.865797956,good +3339.0,-3.130432716,-0.053778476,1.944986901,0.681933925,0.813863939,-1.34075827,3.296287937,bad +3340.0,1.991509172,-1.886054744,-0.635264413,4.097846712,-4.423746796,-2.836671248,-0.431719785,bad +3341.0,0.135915563,-3.690918189,-0.748284536,1.939690079,-0.47010556,0.831898372,3.540891827,bad +3343.0,-1.221547292,-0.784626396,1.161443717,1.729885644,-0.236811821,0.027830642,0.406387122,bad +3344.0,-0.908674176,-2.023678278,-0.825549207,0.799667041,2.68829322,-0.212986404,5.240468622,bad +3345.0,-0.425977379,0.657611421,0.967383217,0.080754669,2.987883744,-2.443464517,1.271605588,bad +3346.0,0.815687537,-0.254575717,-0.123157099,1.929130323,-1.906186176,-1.007350084,-1.478188555,bad +3347.0,0.46606931,-3.221736543,1.024727597,0.863847284,1.310376599,-1.9323726,1.899972028,good +3348.0,-0.394603433,-0.399161414,-2.875348042,1.0531903,-1.21795562,0.04458874,-1.316498558,good +3349.0,-3.300243836,3.15796135,-1.397065816,-0.461591464,2.198573081,-1.238871165,-3.580039861,good +3350.0,-1.759393384,-0.609318156,0.065756823,0.370763501,0.397799834,-0.935351268,2.635430475,bad +3351.0,1.651766756,-3.687842515,0.161101604,1.199177788,3.96908912,-2.072350356,1.784271472,good +3354.0,-1.794746015,-1.292449618,3.136065157,1.627105628,1.729924501,-0.066158015,-1.032193774,good +3355.0,2.187789366,-2.084104854,-3.169612783,-0.281883345,1.766344597,0.284599412,0.722045686,bad +3356.0,-0.305595498,-1.534083453,-2.43110063,1.297286094,0.135520348,2.412938915,-1.437745983,bad +3357.0,-0.144840976,-1.336007563,-3.617778748,1.803502379,-1.582838342,0.446698087,-1.8810387,good +3358.0,0.12516701,-3.431970888,-3.146882003,1.164224136,0.288949155,0.543467313,-0.07028261,good +3359.0,-2.598997201,0.019600316,1.000199404,0.887716892,3.735830999,0.190812196,3.760518321,bad +3360.0,-0.264743009,-0.449043603,0.286710547,0.624868112,-4.361377687,-0.621105013,0.424573151,bad +3361.0,0.956953474,0.506855667,2.611378365,0.497554348,0.350085796,-2.814251493,2.158860894,good +3362.0,1.203179539,3.010767496,-1.975669694,2.460692388,0.818458824,-1.442720454,2.193523816,good +3363.0,2.580410309,-0.423082809,-0.919440811,1.972529005,1.552744666,-1.019071533,1.983451961,good +3364.0,-0.121463089,-1.45512459,1.890952867,1.139626753,1.075699118,0.823777978,-1.78125695,good +3365.0,-2.929453805,-0.490340884,-2.647112093,-0.96981372,0.022104735,3.243511361,-2.461445782,bad +3367.0,-1.705503422,-0.633338467,0.821132289,2.021136147,1.288413259,0.214099449,-2.900739788,good +3368.0,-2.78777361,-1.716155228,-1.886268596,-0.547641279,-3.216239256,2.751449887,-2.484300312,bad +3369.0,0.366146035,0.72036558,0.216791208,2.73739332,-1.830312848,-2.269813182,0.923862967,good +3370.0,-1.500330607,-0.904150693,1.24199596,0.398351775,3.4473747,-0.002771539,-2.383259187,bad +3371.0,0.424605075,0.983526135,-1.36973211,2.515369255,-0.545748004,0.760069224,0.679080972,good +3372.0,3.387153393,0.270365037,-4.021377169,0.674677363,1.499498251,1.981180578,2.484374946,good +3374.0,2.3272858,-1.408034142,-0.887950402,3.697032984,-0.73642318,3.177417787,3.518451596,good +3375.0,-1.738118945,-2.093796105,0.855736596,2.331386222,-1.24859115,1.479151059,1.830054885,bad +3376.0,-2.012102371,-2.965579603,-0.155650329,0.958447255,0.918627865,1.963708984,2.508858741,bad +3377.0,0.030148075,-1.084680787,-0.145899098,2.14033166,0.292370331,-1.891992654,2.171090444,good +3378.0,2.359500483,0.784665165,-1.14954817,-0.955675288,1.52283778,0.52547947,2.948829885,good +3379.0,0.133243212,-1.474148341,0.047766695,2.825379684,1.985239143,0.996644719,0.216463295,good +3380.0,1.067078354,-2.305829339,-1.756187938,0.38545904,3.635274565,-0.600195052,2.697240797,good +3381.0,1.571418217,1.225942581,1.481955424,-1.834312702,0.433967388,-1.072166442,2.23487766,good +3382.0,1.457048713,-1.585373395,0.522146559,0.511241041,-1.557878105,-1.882950271,-2.429393469,bad +3383.0,1.030425521,-0.020292993,0.185796132,0.17109886,1.461803583,-1.405083719,1.372600604,good +3385.0,-3.598500949,1.720803856,0.401611289,-1.442869363,-0.318516767,-0.102840121,-2.694676285,good +3386.0,-1.921919055,-0.83039429,0.480125698,0.171410929,1.861532466,1.673353829,-1.044119,bad +3387.0,-0.157160981,-0.860920462,-1.478031046,2.071683092,2.94561766,-2.891162417,-0.387311965,good +3388.0,-3.976065026,1.519029724,4.208563446,2.346196559,-1.682359749,-3.42771715,1.365203893,bad +3389.0,-1.130138878,-0.988284098,0.344526381,2.21446473,1.396547634,0.169952806,-0.575898292,bad +3390.0,2.710365885,-3.154629709,1.466312047,1.891385981,-0.477822768,2.852518549,-0.033737529,good +3391.0,1.970026975,-2.615542064,0.465325523,0.052062971,2.323303264,-0.953945994,2.834503938,good +3392.0,-1.152419142,0.343117656,-0.534658481,0.601063567,0.632903348,-0.787525499,1.305533314,bad +3393.0,-3.248007551,0.333795133,1.233593975,0.865588033,3.075037411,-1.244131472,-2.94729487,good +3394.0,4.006434286,-0.601776337,-2.904516962,1.328494487,-0.174740271,1.87241232,1.904849585,good +3395.0,-1.489318956,0.160940823,-0.15598901,-1.014487417,0.451833838,3.726459037,1.493954536,bad +3396.0,-0.19823513,-0.437561885,-2.206519234,1.393179385,-2.729359019,0.913092827,0.197143997,bad +3397.0,-1.082844542,-2.481235156,-2.097139832,0.713141797,-0.088334015,1.911881633,2.012687026,bad +3398.0,1.85606797,-1.626322829,-0.40483663,2.334052247,5.100467162,-2.624019263,3.827240359,good +3399.0,0.51628157,-0.525095941,-1.316112518,1.046405325,-0.24623986,1.168722119,0.122828554,bad +3400.0,3.930580176,-4.623186204,-2.379691648,2.196926786,2.729475393,0.162543283,-0.195057181,good +3401.0,2.044868953,-0.65192699,-1.544256523,1.397045859,0.875190689,1.908727243,-2.212114432,good +3402.0,-1.660465347,-3.663195389,2.308270445,0.589992178,3.02913686,0.971780462,-3.15671247,good +3403.0,-1.196292581,-0.388059273,-1.953929762,-0.560576315,2.214945523,2.424549859,-2.306351404,bad +3404.0,2.080913137,-2.846037672,-2.46682406,-0.119166605,0.893167571,1.063165124,-0.453097422,good +3405.0,2.285058014,-2.401362129,-1.918880784,0.039509317,2.393542261,-0.085040676,-0.369305737,good +3407.0,-0.574129006,-3.333673571,0.979997591,2.353546704,-1.170385316,1.027216765,-1.317115885,bad +3408.0,-2.533474083,2.268154004,-0.950000117,1.758007894,1.633420594,-0.352106878,0.367240863,good +3409.0,-2.379439903,-3.464897573,4.115939841,-0.302866066,0.983021384,1.931703048,0.20355982,good +3410.0,-3.115689355,2.053538272,-0.439671942,2.225845668,-1.161312069,-3.473420591,-0.435061046,good +3412.0,2.441085847,-1.430460003,-0.932261041,1.009681016,-2.02382792,4.081223109,1.28669118,good +3415.0,-1.733815615,0.351822194,1.870895093,2.979014913,-2.047080866,-1.69042905,0.101005434,bad +3416.0,1.153913151,-4.317743611,1.435670599,2.273066016,0.822960315,2.9977219,1.95327206,good +3417.0,-3.880292677,-0.338852863,2.349262132,-1.151786922,-1.380664315,1.434516771,-0.820290944,good +3418.0,0.519990587,-0.629941341,-0.524824293,1.641212357,-1.571079847,-0.735261914,-0.246022141,bad +3419.0,-1.991131981,-0.499468798,-1.662175557,3.056533921,-0.402932959,-2.80698758,-1.171349328,good +3420.0,-1.17578631,-1.339868856,0.486295438,0.228027837,0.23760201,1.608960275,-0.853948036,bad +3421.0,-0.632521952,-1.048634826,-0.544293255,2.574040696,2.724539751,0.463520373,-2.403243223,good +3422.0,2.070360471,-1.410480389,-4.038794164,3.042826956,-1.834686962,1.440387077,0.461313968,good +3424.0,1.96138735,0.264947575,-0.644897756,-2.205584035,0.422660606,1.258367249,3.301476164,good +3425.0,-3.250218703,0.425068786,1.044693918,-0.584891536,-0.260019957,1.124428695,-1.758251832,good +3426.0,2.653472286,-5.239829795,-3.238597147,1.152480823,1.795874561,0.962852202,-1.55746322,good +3428.0,0.516879778,0.693772439,-3.735131776,0.011770748,1.243378455,2.142999321,-2.802288688,bad +3429.0,-2.458767904,-0.821408712,-2.410657459,1.425252218,0.429372211,1.85341369,-2.020660357,bad +3430.0,1.708713245,-1.264909496,-0.838572342,0.453881563,0.716714552,-1.949967242,1.229222876,bad +3431.0,-2.691769522,-3.219227446,-1.007538278,0.142760509,2.015360903,1.493675387,5.890655101,bad +3432.0,-4.158703547,0.342154836,3.372820313,1.932820934,3.621461274,-1.569634193,5.389839871,bad +3433.0,-0.814157139,-0.224632911,0.680624883,0.254300063,-1.242818511,1.906239151,-0.727764951,good +3434.0,1.840434221,-0.914987843,-1.650196192,0.452707633,0.460830634,0.699992308,2.702748283,good +3435.0,0.165068524,-3.45378719,1.201436814,-1.233667056,1.050819685,-1.576021393,-0.794370301,good +3436.0,-0.221357028,-0.747179794,-0.083166291,0.588277961,-0.881148426,-0.197387144,-0.841906665,bad +3438.0,-0.569788532,1.605649942,-1.601559679,0.5283013,-1.125234674,-0.605007302,0.918075613,good +3439.0,1.436725811,-2.447958837,-3.377979455,4.135873123,0.515781266,-0.593262919,-0.588996732,good +3440.0,3.834730442,-5.254290438,2.689678682,1.681819415,-0.935265789,4.212480394,0.953487839,good +3442.0,-1.956907306,-0.311180461,-0.039952996,0.73512694,4.602345457,0.223522072,4.024592092,bad +3443.0,-0.31188625,-0.31181602,-0.476390384,-0.216676211,0.784804915,0.980857536,-1.812256803,good +3444.0,-0.353194548,-2.949073284,2.293178644,3.880526412,3.054124893,0.709941597,2.608796602,good +3445.0,-2.890432113,1.819033065,-4.343592286,-0.663417989,-0.467472012,1.927281148,-1.449308157,bad +3447.0,-2.584726654,1.048688579,0.598485672,1.121578892,1.497725101,-0.307844089,-0.209055894,good +3448.0,-0.008129741,1.217734434,-0.492340612,1.292241435,-0.357776961,-1.638492553,1.508189676,good +3449.0,-0.917818667,-0.48981459,-1.907434666,1.996227897,-0.516864958,1.622112554,0.142606588,bad +3450.0,-1.316465914,-1.49491977,-0.569560687,-0.668552021,-2.498374059,2.200452006,-1.170213868,bad +3451.0,-2.058947354,-2.838944651,-2.906506349,1.100660161,0.974405213,4.989401557,0.598162333,bad +3452.0,-0.747772658,0.320284841,-1.048461755,1.431225822,0.949917575,-2.278243763,-0.089930972,good +3453.0,2.442529415,-1.428325439,0.003941325,1.032933409,-1.05092252,2.903452303,-1.906380646,good +3454.0,2.042724348,1.209367985,-1.6062911,1.964071077,0.301900612,-0.730216297,0.990331149,good +3455.0,1.281086822,-1.794830349,-3.119224042,2.299297526,-0.043085241,1.385417104,-1.72733069,bad +3456.0,-0.669000724,-1.704848826,-1.137010821,1.882413593,-0.980696331,0.580063486,-1.722186761,bad +3457.0,-2.923748946,-0.550624456,-0.9591036,-0.109378881,1.146813049,2.389869131,-1.733447098,bad +3458.0,3.338752077,-3.595843996,0.294217852,2.026915175,1.669142493,2.988357023,-1.075812207,good +3459.0,-0.105073377,-4.607425973,1.198867791,0.8599053,2.709267586,-2.563325471,1.776869606,good +3460.0,0.257263674,-3.094299379,-1.817257656,1.972270045,-2.767846262,1.241802227,-2.526343018,bad +3462.0,-1.600436913,1.71589773,-3.916085718,0.27495594,2.149101296,0.283397656,-3.473578108,good +3464.0,2.423321078,-1.459900893,-1.577347568,2.604710659,1.65303434,1.451204541,-2.577715569,good +3465.0,0.991860589,-3.058353496,-5.168691016,1.060518533,0.886263913,5.484759901,-2.218992645,bad +3466.0,0.281937828,-2.839149532,0.63368975,0.342038967,0.094948481,3.582846294,-0.181076729,good +3467.0,-4.629581846,1.84244686,2.013980763,1.900180201,2.086668914,0.115892843,1.557792118,bad +3468.0,0.826186522,-1.570704006,-1.714848921,0.897079444,0.072574108,0.22234524,-2.858869532,bad +3469.0,-0.447107029,-2.496793034,-2.636058826,-1.000859054,3.574543294,2.192507772,2.465401734,bad +3470.0,-1.025236707,-1.620388589,-1.879452179,2.341562379,-1.930346106,4.691458823,-4.926678843,bad +3472.0,-0.991787243,-0.727227363,1.745580499,-0.023041623,0.011337495,1.023867598,-0.930807428,good +3473.0,0.988322341,0.178798403,-0.115664812,1.08932049,0.103319059,-1.02861416,2.613614988,good +3474.0,-0.069839744,-1.344485031,-1.082423697,2.30327747,3.804507659,-2.572683226,2.98479691,good +3475.0,-0.051790269,-4.137482472,3.27893514,0.603400163,-0.721707719,2.909604674,0.22351331,good +3476.0,-2.130681586,-0.789802159,2.145929305,0.379784191,3.972146442,-1.20722256,2.665086812,bad +3477.0,4.051818714,-4.152541848,-3.270776677,3.610266033,4.864904847,-0.433855027,1.471594734,good +3478.0,-1.807149077,-0.027392687,1.510791477,-0.602014358,-0.329019183,-2.70883516,1.292195002,good +3479.0,-0.415479637,0.160841431,-0.416098641,0.722562516,1.689475818,0.518763155,-2.620271545,good +3480.0,-1.204300325,-1.686992774,0.111621952,2.277152795,2.147131847,0.734044791,-1.92648196,good +3481.0,-2.948723539,-2.745245564,1.450666651,-1.007618089,-0.189945108,3.30158862,-2.185649097,bad +3482.0,-0.489770225,-1.03381785,-1.848580276,1.047946967,-1.725705032,1.257670396,-0.402743578,bad +3483.0,-1.520026624,-1.198348844,-2.14412004,0.499601389,1.935138205,2.589722756,-0.580636807,bad +3484.0,5.104363772,0.13914458,-2.795119572,1.963931777,-1.354017396,1.749435706,-0.419815008,good +3485.0,-0.25413277,-2.14060775,-2.597140016,2.037037998,0.622878232,3.102867072,0.598524359,bad +3486.0,-2.055565719,1.231102312,-3.020159615,2.01984998,-2.959042122,-0.845374889,-3.036756189,good +3487.0,0.053434621,-0.625966421,-2.364084615,0.900136018,1.608211012,2.054417689,-1.394863422,bad +3488.0,-1.669019235,-3.96971608,-2.343073081,0.689359012,3.32173765,-1.541197505,0.753544133,good +3489.0,-0.857452275,-0.288220564,0.271290582,1.688151079,-1.039244127,-1.307617403,3.565493262,bad +3490.0,1.132006523,-1.7635908,-1.565067649,2.563091336,1.541496637,-1.483364574,0.250770105,good +3491.0,1.439787602,-0.223976263,-0.061448613,1.412704629,0.885640988,-2.191810607,1.952776768,bad +3492.0,-1.184654017,-2.765740689,-4.709741438,-0.174088664,2.02843209,4.997240793,1.935006729,bad +3493.0,-0.04876963,-3.673058377,4.666591292,0.902855809,-0.373095485,2.25559837,1.284336116,good +3494.0,4.649922899,-1.675508091,-3.241840984,5.33328323,-4.830750036,-3.811951348,-0.518724707,bad +3495.0,-1.727099326,-0.640946941,0.05577693,1.485896099,0.153069435,0.011840489,-0.831623942,bad +3496.0,-1.453214396,-1.145158259,-0.053281508,2.144055534,1.14640193,1.457554124,0.758104622,good +3497.0,-2.514927036,1.791979891,-1.27726532,2.614222293,2.719076849,-0.524308245,0.424381497,good +3499.0,2.82776112,0.380731206,-2.385937912,1.00147068,-0.082620018,-0.590245895,-1.667016198,bad +3500.0,-0.851898525,-1.484134163,-1.339415463,2.75088584,-1.966671504,-2.205433205,-3.062447573,bad +3501.0,-3.964556259,2.345100706,-3.681721723,1.54795463,1.045327831,2.553128683,1.151235848,bad +3503.0,0.981955951,0.534509753,-1.568155322,0.341471643,-0.404180757,-0.364586996,-0.268519733,good +3504.0,-0.404798455,-0.636124161,0.06807139,-0.015310001,1.739165413,1.090845027,-1.382849117,good +3506.0,-3.846923513,-1.84737997,1.472218837,0.642100779,0.89798814,0.035669714,-3.453481778,bad +3507.0,-1.680703865,-1.174720822,1.609465182,0.972546094,0.358214106,0.495325489,-0.751744832,good +3509.0,0.693422035,-1.43505133,0.701308156,2.3008216,0.60385951,1.567164684,-0.442167341,good +3510.0,-0.815174261,-1.583965323,1.87312307,-0.339978627,1.401494186,-3.250939076,1.070209221,good +3511.0,1.555033195,-0.517199556,-1.253830496,1.910293824,-1.246622327,-0.589853059,-0.014548296,good +3512.0,-0.967935598,-2.874375372,-1.193722746,0.603789085,-0.122782626,-1.383236884,-2.365989395,good +3513.0,1.538812545,-2.104370686,-1.209299533,0.471060473,1.572962234,-0.413415731,0.450130636,good +3514.0,2.061365504,-1.738690877,0.387993365,0.994916261,-1.544328168,3.52008681,0.167576207,good +3515.0,-1.944176362,-2.24196244,3.950713072,-0.544151056,2.105970689,0.286420022,-0.961164357,good +3516.0,-2.187286899,0.199457964,0.172749746,2.673958156,-0.012879802,0.333468019,1.882161474,bad +3517.0,0.874626666,-0.458846728,-4.350510182,2.880395586,-1.985316728,1.49751444,0.26666639,bad +3518.0,-2.749660963,2.162760065,-0.875878495,-0.082706499,1.753561366,-0.773796446,-5.10061664,good +3519.0,-0.032135409,0.096373975,-0.711031528,-0.764649878,1.530441595,-2.237087872,1.66902099,bad +3520.0,-0.083517126,-3.397728471,-0.00728063,0.825889683,2.126599495,-2.321048257,-0.993894782,good +3521.0,-3.422046413,0.885946857,1.065531995,0.945259751,2.435373129,-1.043162492,-0.590615714,good +3524.0,-1.207448947,-0.451045983,-1.210911866,-1.159410742,-0.26670842,0.86145508,-2.877781254,bad +3525.0,-0.636076384,-3.746856316,4.377381576,-0.886809918,-0.655860452,2.587461459,-0.482243679,good +3526.0,-3.526069166,1.146947206,-0.193728771,0.271124563,-0.282697872,1.773856809,1.444897577,bad +3527.0,-0.865415634,-1.53193856,-3.097760939,2.512153334,-1.663617733,-1.179214331,-3.978524859,bad +3529.0,-0.723779331,-2.676169108,-1.271481053,2.80925553,2.582924246,3.096017152,1.975668692,good +3530.0,-4.364770059,1.737477236,0.201829251,-1.728574662,2.460493814,-1.456355525,-5.634195153,good +3531.0,1.454808067,0.200337446,-0.17407341,1.788338913,-2.639062935,-0.416706072,2.492781622,bad +3532.0,-1.497277787,0.167397703,-0.421731488,1.385036147,2.062775629,0.220939013,-1.228239389,good +3533.0,-1.889866246,0.998358788,2.37336173,0.045410577,-1.348579012,-3.30618379,1.551755314,good +3534.0,0.622590345,-0.213581134,-0.900256853,2.120276465,1.597765139,0.491481553,-1.172440423,bad +3535.0,-0.604538219,-0.646110749,1.381263385,1.281144459,-2.171926198,-1.473862079,0.061930121,bad +3536.0,0.688837191,-2.370800595,-2.721858014,1.510991276,2.164849106,1.545986243,1.451621714,bad +3537.0,4.093132218,1.070868171,-2.732467987,-0.539275227,1.731410868,1.572190431,0.521665548,good +3538.0,3.136620455,-2.981823783,-2.254804458,1.792371943,0.057672982,0.981282885,0.671129906,good +3539.0,-0.438077175,-2.006049618,-3.38307656,1.19741702,-0.306324307,3.399036129,-1.038366412,bad +3540.0,-2.976331155,-1.440100102,-1.213032738,-0.906927156,1.015068867,3.34896357,-2.704740981,bad +3541.0,-1.054740642,-2.418859423,1.434243565,-0.800107897,-0.272066899,-1.915304267,0.270741075,good +3542.0,-0.285875326,-1.843383573,-0.204662152,1.195714228,0.450107081,0.249464413,0.436686274,bad +3543.0,2.105450664,-1.207311829,-2.725219879,1.228063251,2.09363866,0.43751497,1.21543583,bad +3544.0,-0.562327703,-2.16738344,-0.86729569,0.496307948,-0.261085087,-0.865254657,-0.270118466,good +3545.0,-3.650937339,-1.404923497,-0.773075719,2.102798219,-0.227982211,3.189224922,2.119538103,bad +3546.0,-1.20665853,1.407794955,1.380428695,3.400700419,-1.837667292,-3.504348319,2.329274555,good +3547.0,-0.180285943,1.519124445,-0.918402703,0.728151675,1.004768418,-2.286394551,2.506834119,bad +3548.0,-0.67343172,1.902373224,-0.868918048,-0.964471121,-0.915969836,2.003425952,-0.148094755,good +3550.0,-1.163636873,-0.217289811,-0.020166125,1.666147092,-1.354427839,0.17638486,0.866186822,bad +3551.0,-1.498383389,-0.87745721,0.428513934,-1.569404671,0.033630368,2.421253382,-3.534016691,good +3552.0,0.455105367,-1.543566207,-2.872292136,0.202123833,-0.633656553,2.558788577,-1.935700362,bad +3553.0,2.603956055,2.545677995,-4.185818231,2.504195872,-1.037755579,0.750245537,-1.104954734,good +3554.0,0.821891982,1.273898352,-0.520181158,1.009972244,-0.526847657,-0.874769789,2.936987174,good +3555.0,1.06497889,0.340353483,-1.156282542,-0.912400379,2.538195287,-0.831589934,0.173653987,good +3556.0,0.670925442,1.256008935,-4.594956527,2.815058559,0.848239996,1.612066161,-1.838806737,good +3557.0,-0.494402206,-1.348105351,-3.268363021,0.715053752,-1.75080707,1.087090588,-3.095059758,bad +3558.0,-2.148437085,-1.868764004,2.537166072,1.066061392,1.397432141,0.778869831,-0.171514808,good +3559.0,-7.151703059,-1.370716878,1.673137533,2.702934163,-0.136146011,4.127709048,3.554015134,bad +3560.0,0.754702846,-3.949926231,3.002987332,2.5136369,-0.005472002,2.332417583,2.453666286,good +3561.0,0.661382721,-0.432800322,1.135896851,1.391424049,0.265083536,1.043407423,1.002259234,good +3562.0,1.132991657,-0.845150383,-1.277652116,-1.404552235,1.713443953,0.210441075,1.49337749,good +3563.0,-1.294640788,2.831243144,-2.741857129,0.915658447,0.80334771,0.046404736,-4.488313518,good +3564.0,-1.011784956,-0.976148361,0.772293969,0.893672658,-1.434231725,-0.775497047,-1.089252346,bad +3565.0,1.703314715,-2.375885235,-2.175297145,-0.052689204,2.660547594,0.049495708,1.581261549,good +3567.0,3.014566471,-0.631046495,-0.24429981,2.524328352,1.210399408,-1.507047907,1.949540556,good +3568.0,-2.486229166,-3.872029726,4.647456182,1.480579793,2.203325647,0.32886347,-0.900962827,good +3569.0,1.586819494,-0.821387709,-0.191647112,2.969261308,-3.476637725,-0.9439136,-1.447407664,bad +3570.0,3.635593858,-2.840819366,-1.620446508,-0.2651145,3.541542147,0.349432204,0.6169814,good +3571.0,0.681359862,-0.565209948,0.552918753,2.170155122,-2.178366676,-0.25823808,-2.736862892,bad +3572.0,-3.004635637,-0.846908379,-3.520080473,-0.66153515,-0.585545799,4.886635613,-1.839627396,bad +3573.0,0.549132518,-2.966270367,-0.139809845,-0.24507788,3.867031384,-2.255972748,-0.003109107,good +3574.0,-3.093009038,-0.671068245,-2.683308044,-0.192589035,-1.589697141,2.579041333,-2.291247659,bad +3575.0,3.264381853,-0.426724862,-1.604338008,1.162339274,3.736083066,-0.798968253,1.732524419,good +3577.0,-0.054052452,-3.361423653,0.32127187,0.902746817,0.751227556,-1.879126386,-0.395249528,good +3580.0,-4.764191786,-0.975257687,2.647538872,0.868845074,2.435195552,0.402740146,5.189715685,bad +3581.0,-0.270194205,0.365092177,0.822544228,1.705488187,-2.421063703,-0.279986072,2.57033771,bad +3582.0,0.310255186,1.287746959,-1.959897685,2.222417686,-2.636321597,-0.081388636,1.325830189,good +3583.0,0.757868257,1.477388203,-2.444446471,-0.519191298,-0.478558977,2.280916336,-3.960265632,good +3584.0,-0.145952125,-1.657361713,0.265041825,2.661644539,2.405706673,-3.553420012,0.545749303,good +3585.0,-0.142389915,-1.182125758,1.720323112,2.314595515,-1.272217046,-1.510105063,0.35105039,bad +3586.0,0.284831799,-0.512410601,0.227518639,0.52380223,0.872697995,1.216290058,-1.381367881,good +3587.0,-0.005958581,-2.103965089,1.011063169,0.683266325,0.778403572,-2.0409242,2.193171589,good +3588.0,-1.107737674,-0.913662167,-0.427578595,0.031824705,-0.867915417,1.521657008,-0.754772933,bad +3589.0,-0.212315829,1.14726346,-0.595280551,2.517219519,0.126837502,-2.30884037,2.589012926,good +3590.0,1.222650678,-1.675179979,0.919847603,-1.906820275,2.1613968,-0.484258498,4.077163435,good +3591.0,0.29767133,-3.960035257,-0.18688929,2.683768448,1.645774458,-2.592620638,0.248185788,good +3592.0,-0.334260756,-1.929154643,-0.178136971,2.255101762,5.316070887,-4.105873998,1.341249631,good +3593.0,-3.233427378,-2.088085851,2.662541179,0.883920621,0.34746017,0.941762867,-1.236918712,bad +3594.0,-4.921335618,-0.231576888,3.079896038,-2.011756053,0.528195017,1.303737328,-0.840986776,good +3595.0,-0.826173149,-3.465768419,-3.391670449,0.262105904,1.473123289,4.24993938,1.142108458,bad +3596.0,-4.007358605,-0.484425035,2.723683461,-0.280017443,2.485075121,-0.996605882,-2.101646699,good +3598.0,-1.424046526,2.889107267,-1.607763412,2.451862658,2.093896692,-1.405789716,-0.064418364,good +3599.0,0.912156093,-2.007618624,0.214032521,2.446091158,-0.563639379,-1.68269196,1.516106884,good +3600.0,0.885404263,-1.592328864,-3.242056579,1.21608102,-3.478284883,2.560784714,-0.372651142,bad +3601.0,-2.076183782,0.10911225,3.326324281,2.826954359,0.020252037,-0.837847571,0.649804223,bad +3602.0,0.57383796,-4.604309375,3.498755063,2.549497954,0.11755595,2.629807952,3.744711358,good +3603.0,1.114073892,-2.271133682,-1.681154384,0.722807299,3.068057818,-0.745080015,1.782646005,good +3604.0,-0.649212984,0.117758497,-2.084882767,0.561304723,2.559953855,-0.986764558,3.696714537,bad +3606.0,-0.64345762,-0.107456699,-1.04102918,2.152756042,0.592407878,-2.736255131,-1.824904108,good +3607.0,2.716717861,-2.104635591,-0.609056133,3.02772091,-0.221629654,3.970374429,3.319835117,good +3608.0,-0.421783735,-1.612723821,-1.810132473,0.022731534,-1.328016783,0.45192634,0.426446217,good +3609.0,2.279107225,-1.47381281,3.693300597,2.536903597,-2.612736677,-3.778314189,1.225941103,bad +3610.0,0.748519458,-0.598778042,-3.859951726,0.660424533,1.591584714,1.570879838,1.986412486,bad +3611.0,0.637960928,-1.820886432,-1.547907723,0.295327968,1.791958688,1.943793586,0.280977383,bad +3612.0,0.040254695,0.300565385,-0.588036422,0.791711163,0.969212542,-0.987202915,-0.944209504,bad +3613.0,-1.389891028,0.861630335,-2.185817492,1.05375497,-0.172354165,1.455256064,-0.87745592,good +3614.0,0.752902638,-6.08689375,4.686212276,1.069542836,-0.423433291,2.848396477,-1.331629395,good +3615.0,-3.066761368,-1.048931995,2.252144093,1.448770702,0.76339449,-0.643525399,3.086566434,bad +3616.0,-0.028301416,0.673264832,0.18410859,1.272846977,0.925253121,0.288044808,-1.992564683,good +3617.0,0.775449613,-1.211850968,-3.905036526,1.223717016,1.621898168,3.552186063,-1.151269301,bad +3618.0,0.86128285,-0.996567217,-0.727968727,3.078162986,-0.705652928,-1.579707409,0.440505842,good +3619.0,-2.863613161,-3.169046126,1.306072766,-0.666747449,-1.499914063,0.992840657,-4.423516212,bad +3621.0,0.719876727,-3.336182456,-1.099830555,1.482469363,-0.293181795,-0.415931763,0.956300718,good +3622.0,0.635970265,-2.422350494,2.208336835,2.7198782,1.74755085,1.692315625,1.265160783,good +3623.0,-3.82955684,-0.492880711,1.58137013,2.441031642,-0.618750656,-0.288019553,5.536747898,bad +3624.0,1.272060507,0.365450752,1.295580507,-1.211840728,2.920993141,-1.863686772,2.59718064,good +3625.0,-1.641648257,1.742167922,-4.940530387,1.607117284,-1.458742577,2.644386476,1.594064952,bad +3626.0,-1.137463833,0.182622754,-0.164095298,-0.393167471,-1.443082903,0.126676747,-0.509261855,bad +3627.0,-0.207783301,-2.213989425,1.016779755,2.310450304,-1.69462565,0.562488831,0.316418297,bad +3628.0,-3.133887952,-0.097507699,-1.332843046,0.789340757,-1.442271604,1.058388933,-1.038278443,bad +3629.0,0.272788302,-1.538869707,-2.661360717,4.816726008,-0.491633217,-1.692431107,-0.53944205,good +3630.0,1.62467996,-1.832174211,-3.455343921,1.607084729,0.276397874,3.290654055,-2.109832124,bad +3631.0,0.75061813,-1.306562315,-1.718822411,0.304773748,1.202893956,1.308207843,-1.839709536,bad +3632.0,0.622641076,0.47419001,-2.698898228,3.461244864,-3.326205696,3.719800716,-4.061398882,bad +3634.0,-1.307340552,-1.495842827,0.360144285,1.287923777,2.942469499,0.551923736,3.336713101,bad +3635.0,-2.883794799,-3.492210252,0.496504487,2.01310809,1.337387942,1.625234197,5.303691147,bad +3636.0,-1.354862525,-0.585764384,-3.027639492,3.340168631,-2.241304338,-0.788301781,0.058757464,good +3637.0,-3.026836026,0.962312473,-0.516213768,-1.39690954,-1.209017756,1.36093326,-1.209371265,good +3638.0,0.723468166,-2.900737972,-1.640903127,1.550032307,2.225629228,-0.895656441,2.275525222,good +3639.0,1.048381823,-1.839771286,-1.376465914,3.183665186,0.253453804,-1.620282534,-0.024782906,good +3640.0,-0.731726405,-2.834785139,-0.603772315,2.138972255,-0.7654993,3.035790538,-1.759214369,bad +3641.0,-2.220093576,2.68953204,-1.360323088,0.375715521,1.110462901,-0.595112325,-1.917976581,good +3642.0,-3.310745467,-1.037640479,2.353780305,0.800274858,3.369074275,-1.398208439,-4.108894568,good +3644.0,3.736865832,0.333673283,-0.130783565,1.178783954,3.370875752,-1.297338321,3.160949687,good +3645.0,-1.774583207,-2.998949187,4.606385858,0.058522934,1.368155673,0.934525467,0.014200275,good +3646.0,-1.534866075,-2.81447693,-1.526625819,0.79127954,2.271709162,3.727642712,1.072321024,bad +3648.0,-0.721063355,-0.848216366,-0.70666115,0.802175979,-0.381319625,-0.545139919,2.069509514,bad +3649.0,1.833619979,-4.414764977,0.962194867,4.172800489,1.154648092,2.276095375,0.478269528,good +3650.0,-3.947004531,3.164370307,-2.037451683,0.765063597,2.937937722,-1.403866169,-4.643768843,good +3651.0,2.539110403,-1.781323994,-0.464490145,2.84389669,4.002744104,-2.228520372,2.360765322,good +3652.0,-3.245998613,2.514563491,0.259883416,-1.334722577,1.824930891,-1.338919921,-3.202740023,good +3653.0,-0.544405715,-1.240239165,1.378228533,1.645772913,1.042866782,0.349052315,-1.947408878,good +3654.0,-0.427486229,-2.172022754,-0.815573451,0.446631363,-1.236801965,1.379888927,-2.201604888,bad +3655.0,-0.887670541,-0.084857387,-0.755431175,0.145391828,1.062442109,1.453168701,-1.950320823,good +3657.0,-3.328450263,-0.307328307,-1.951539178,0.58811625,-1.878286797,3.213166051,0.258639507,bad +3658.0,-1.245988902,-2.986390261,0.786796603,-0.692880976,-3.365292531,2.00360165,-1.952773954,bad +3659.0,-0.403559622,-1.563125004,-1.578352241,4.080576129,-0.697546847,-2.415979785,-1.169836168,good +3660.0,-1.399653561,-0.561242518,2.378155731,1.439750436,2.906046409,-1.428846518,-2.284637715,good +3661.0,-1.90216306,0.976375539,0.732034303,3.480407749,0.267570026,-4.607841104,1.234749952,good +3662.0,-1.489220294,-2.648797765,-4.997272132,-0.084500545,3.301842943,5.371677004,3.079908093,bad +3663.0,0.100569417,0.900246265,2.325549817,-0.766839854,0.071170194,-2.250446879,2.624366428,good +3664.0,-0.353171649,-1.573997834,-2.4402997,1.519945162,0.002562535,-0.595015784,-0.434602915,good +3665.0,1.509341662,0.870359499,-1.6121142,2.454735384,-0.423508598,-0.724339547,1.93905777,bad +3666.0,-0.227007801,-1.423544639,2.56971074,1.038374241,-0.996261598,-2.867203641,-1.932152263,bad +3667.0,-1.307506835,-0.779572228,-4.420471164,0.740101707,-1.406777122,2.272082519,-2.600627211,bad +3668.0,1.067835473,-2.3637292,1.579480499,-0.62774093,-1.351699815,3.430219056,-1.134481826,good +3669.0,2.697142214,-1.820709366,-0.433326462,0.678484772,1.955353081,-0.735992437,2.106155005,good +3670.0,-0.373634004,-1.758255448,-3.152849405,2.149092557,-0.387807669,1.893315302,-2.108192127,bad +3672.0,0.769361212,-1.127547177,-3.182520245,0.519028897,-0.219221158,0.947265294,-0.782277871,good +3673.0,1.37600879,0.185048465,-1.197658635,1.690349646,0.472990272,-2.482578403,2.191127139,bad +3674.0,-0.863086673,-0.759133573,-0.683856552,0.031125912,-1.671518145,1.262743446,-0.568033409,bad +3675.0,1.892078643,0.954169191,-1.481275741,0.640674093,0.308714749,1.858212158,2.90375397,bad +3677.0,-0.325175488,-1.185583268,1.797445991,0.37072102,1.101220986,0.473681895,-1.276436424,good +3678.0,0.592845748,-0.967982939,-1.42466522,2.620696053,-0.533477905,0.413022627,-0.140260908,bad +3679.0,-3.690033476,-0.873525081,2.228896977,0.329779232,3.151650576,-0.550207271,-2.83624902,good +3680.0,-0.584494482,0.10284819,0.305214564,-0.568384319,2.323589134,-2.502574702,2.618615143,bad +3681.0,-0.682456707,-1.934766138,1.073410696,1.132809211,-3.393447194,-1.189019316,-1.615105438,bad +3682.0,-0.813357163,1.720143421,0.698080042,0.631219087,-1.510805676,-0.672179493,2.575010153,bad +3683.0,2.555090846,-2.591458448,-2.617397357,-0.915404855,2.207459549,-2.606958158,5.478025057,bad +3685.0,0.470831799,-1.473399053,-0.297608983,1.097209351,-1.543419789,-0.705121171,-0.035106956,good +3686.0,-0.950541723,-0.878032973,-1.381008463,2.264994488,-2.574356228,-1.511089384,-2.005624759,bad +3688.0,2.606032193,-3.679310914,-0.271326115,2.597161321,0.495858864,2.784073054,-0.824822105,good +3689.0,-1.963238766,-2.639898991,4.052054785,1.515137929,2.180870107,0.392693765,-0.624850579,good +3691.0,-1.490275086,-0.567991035,0.887526824,-0.260951052,1.68149759,0.036148282,-4.120365395,good +3692.0,-1.953106039,0.054136648,1.977852311,-0.052252992,-0.707613625,0.808005115,-1.808142083,good +3694.0,-0.864605535,-0.064787516,-1.066480372,3.133234629,1.142513579,0.685488676,1.349920757,good +3695.0,-1.408655821,0.549019768,0.226737958,-0.033462266,2.187062138,-0.895910258,-2.803778412,good +3696.0,-0.833621274,-1.103314664,0.15085896,0.373902004,0.985630046,1.314725324,-1.962664226,good +3697.0,-0.258636257,-0.400312462,-0.175797778,1.446483354,2.514169981,0.437559243,-1.238271661,good +3698.0,-1.697410227,0.034973005,0.273230181,1.132296519,2.695980347,-0.242545787,-3.365377449,good +3699.0,0.543925986,0.351044672,0.254268897,-0.229104749,1.936577931,-1.897021997,1.34871204,good +3700.0,-2.654698314,0.466165454,1.36065638,-1.391477566,1.596251876,0.289380224,-2.827877708,good +3701.0,3.002557156,-2.013221818,-4.684990067,-0.500138543,2.774750609,2.586885385,-3.056400752,bad +3702.0,2.150806334,0.621560589,-3.255874065,4.153899563,-1.243523579,0.33998713,2.553833014,good +3703.0,-3.469966894,0.161187416,1.817751338,-1.059005682,1.246757847,1.046128479,-0.819232392,bad +3704.0,-3.191808027,-2.068065559,2.342806455,1.08830402,1.859325063,0.777898305,1.265621547,good +3705.0,0.722922867,-2.815058561,-2.233039017,0.526597412,1.855820758,1.249778798,-0.633685208,bad +3706.0,0.812997781,-3.097410769,-0.474889061,0.336251733,-1.585159309,0.531201742,-3.349056395,bad +3707.0,1.237467716,-3.653573163,-1.406557037,0.723784547,-3.468093242,0.061522535,-4.311281608,bad +3708.0,1.926175958,-2.979593054,-0.766003398,-1.54286478,2.618039891,0.652028639,2.311521591,good +3710.0,1.000807187,-2.120668455,-0.930667593,3.251231784,-1.516811353,-1.297011475,-0.100716598,good +3711.0,1.03353604,1.102442526,0.760450795,-3.067833488,2.791210071,-1.038841274,1.280264687,good +3712.0,-1.959698175,-1.673449832,3.165718762,-0.262965452,0.829822614,1.219801259,-2.146420065,good +3713.0,0.390908914,-2.229345691,-0.04717925,1.743922548,-1.089778327,2.233872488,0.719461552,bad +3714.0,-2.376222102,1.705030486,-1.029885984,0.125125266,1.142983541,-0.385940241,-4.856291001,good +3715.0,-0.809684774,1.444030595,-0.324452387,1.117037848,0.095019232,1.449867422,3.207720704,bad +3717.0,-0.355935653,-4.023887998,2.21153071,1.119227641,1.506340802,2.501914095,0.735253371,good +3718.0,2.707034725,2.388530982,-2.543166735,3.289255126,-2.678043398,0.629369301,1.421059511,good +3719.0,-1.753948737,-2.404526608,3.030541966,1.461401776,1.282876617,0.320760295,-0.401986967,good +3721.0,-3.402126958,-4.093941936,-2.361790864,0.710132281,-1.187019591,3.748214803,-5.319856723,bad +3722.0,0.017242902,-3.312535365,-3.099932129,1.350343462,-3.025360641,2.711290269,-2.931796158,bad +3723.0,-1.309113655,0.709457004,0.387914675,1.842579702,2.341315283,0.428396518,1.454817252,bad +3724.0,-0.896410734,0.069006498,-0.446789053,0.048893091,0.949138848,1.460102011,-2.349972115,good +3725.0,2.749569869,-4.193331448,-3.580433143,-2.190085458,3.918855994,2.030996976,-0.223255333,good +3726.0,1.753117793,-1.349035403,-0.651340805,-0.009139815,-1.212813289,4.082785482,0.169730639,good +3727.0,-2.825499373,-1.424939845,2.510174709,-2.277240765,0.082552035,1.245108443,-2.913336836,good +3728.0,3.749704124,-4.184498495,-1.79606613,-0.114751168,3.601092527,0.857336484,1.533792693,good +3729.0,-3.437177757,-1.405760077,2.515929794,3.015666233,3.270542649,-1.040078983,0.474794991,good +3730.0,1.800361413,-1.305509183,1.376614049,-0.063150028,4.1911636,-2.563769907,3.007054198,good +3731.0,-1.17370435,0.882699071,-5.144179751,1.433178456,-2.408160762,2.108997241,-0.012061768,bad +3732.0,-0.612113509,-0.140382592,0.221056063,1.653169995,2.077000023,0.16699374,-1.365244029,good +3733.0,1.020575034,-1.799720044,-1.452263597,0.953467183,-0.154009436,-0.217949376,2.386965287,bad +3734.0,-0.557750337,-2.13174696,0.281289627,1.742211952,-0.266631328,1.29658399,-0.012433307,bad +3735.0,-3.27631429,0.79249648,0.823381292,0.892559612,2.272862312,-1.107253673,-2.018944333,good +3736.0,-0.38681892,0.957506781,-0.31593066,3.380672174,-1.908308209,-2.620454083,0.022230395,good +3737.0,-0.618070607,-0.348387853,-3.039494257,0.179553375,-4.127414662,1.492505117,-0.821002238,bad +3738.0,0.646833087,-1.045231729,-2.904096843,4.465522979,-3.029308574,-1.233496269,-0.544826103,bad +3739.0,-0.868688565,-2.062113103,2.326546439,1.325197041,0.422210587,1.686690018,1.16616104,good +3740.0,0.383499492,-2.739851049,-1.630604315,0.978460502,1.195135411,-0.949087602,-1.11395109,good +3741.0,-0.759691661,-1.116892542,-3.867074637,0.291159628,-1.486209068,2.239112491,-2.797972751,bad +3742.0,0.600983512,-2.812223245,-0.020155414,-0.377672939,1.553911271,-0.84675209,2.040601557,good +3744.0,-5.012045557,-3.922079753,0.588416843,0.125602517,2.677196253,2.770350475,5.685252925,bad +3745.0,0.155233855,-1.188883556,-0.26064849,0.078006615,-0.916140764,-0.357039769,-2.317160544,bad +3746.0,2.999540514,-2.591738008,-2.629812638,3.130850808,3.431410805,-0.905438974,0.653144112,good +3747.0,2.212056888,-0.447372479,-4.119355624,1.00186291,-1.268154205,1.950030246,-1.44427643,good +3749.0,-0.809220685,-1.723186461,-0.797727565,1.270493718,-0.506610805,1.296464979,0.00487338,bad +3750.0,-3.444345088,2.12601723,-2.60191038,1.728499389,1.741967143,-0.406072786,-1.187467937,good +3752.0,0.116351823,0.741875647,-1.017357821,2.396387207,-0.029596388,-2.003704787,0.26348289,good +3753.0,-2.043663942,-0.4113966,-2.697243647,1.739330092,-0.913505191,3.782240866,1.227386779,bad +3755.0,-3.31486237,0.173558962,0.90006406,-1.102727802,0.69527644,0.965928008,-2.720651525,good +3756.0,1.79569907,-2.871604994,-1.377614193,0.988918538,1.793614493,-0.228141388,1.384035334,good +3757.0,1.143041747,-0.42387707,-1.109456417,2.541135116,0.841866532,1.610463602,-0.012611428,good +3758.0,0.748482575,0.869340372,2.039248658,0.933981311,-0.24950108,-2.3682325,2.721538302,good +3759.0,-0.198065696,-2.931482113,1.747093023,1.67128892,-0.899779724,2.699313994,0.017095758,good +3760.0,3.338941079,2.501791012,-3.325553957,0.238513015,1.251663502,1.021681132,0.995985405,good +3761.0,2.932476411,-7.149847675,0.191302647,2.179602275,2.821643283,-1.210613461,1.454755859,good +3762.0,-1.987575637,-3.084057759,3.223005368,-0.439771064,0.954566584,1.330838414,-2.339589704,good +3763.0,-0.368843836,-0.277336728,-3.025782308,0.563870602,1.253722428,3.099850254,-0.458133124,bad +3764.0,-1.41249269,-0.537853126,-1.250144013,1.294042531,-2.746996856,-1.128404191,-1.526119857,good +3765.0,1.294423893,-2.076881581,-0.609024724,2.560102304,1.964543676,-2.225214888,1.053746966,good +3766.0,0.024053366,-3.905009576,-1.840887628,-0.236018132,3.199446969,-0.967985231,-0.815654524,good +3767.0,-0.929852559,-0.008888226,0.21141959,1.942821698,1.09428056,0.160023079,-1.70344056,good +3768.0,-0.930217626,-3.888601185,3.867368129,1.618500114,2.448409329,-0.208585789,-1.539788142,good +3770.0,-3.555706047,-1.911872724,-1.91447457,0.279977722,-2.931597883,3.456197669,-1.906439223,bad +3771.0,0.310208293,-2.262075498,-0.355923674,1.863052863,2.461624279,-1.866023214,3.32511205,good +3772.0,1.63981442,-3.695537552,0.026941938,1.553567879,1.661155801,3.530639057,0.538838538,good +3773.0,0.376682936,0.774375287,-2.844808114,2.674680524,2.17093533,0.124605816,0.07269825,bad +3775.0,-0.994740725,-1.21322833,-0.169722489,0.265938031,-0.028320543,-1.782687929,0.220198791,good +3776.0,-0.720558168,-1.825554306,-1.399212314,1.526301931,1.918711374,0.409453501,3.738833794,bad +3778.0,-1.721239578,-2.993555927,0.328108485,-0.132439535,-0.865272224,1.49070593,-3.351939221,bad +3779.0,-2.527668055,-1.44366874,-1.11415722,0.564731146,2.51756553,0.957988331,3.612062408,bad +3780.0,0.322860929,-5.367710942,3.757702644,1.314357337,1.851937006,1.386119501,-2.202142041,good +3781.0,1.214006427,0.193564501,-3.187116034,2.425918474,-3.856520563,0.852065462,2.124362402,bad +3782.0,0.683613642,-0.625453069,1.284086802,0.770128623,2.527533775,-2.814109779,2.954526914,good +3783.0,0.261743995,-2.737633878,-3.370673194,2.678647527,2.375233995,-0.942161601,0.301517071,good +3784.0,-0.260338325,-1.105664259,-2.636019646,2.860930855,-2.694129994,-0.499615744,-1.492676524,bad +3785.0,-1.605606015,0.340259441,1.425331946,0.933489695,1.714271951,-0.805790797,-2.378220329,good +3786.0,-4.167177024,-1.714496074,-0.040556241,0.985488464,1.150473197,1.345710435,-3.344232923,bad +3787.0,0.395023534,-0.367068476,0.923909432,3.974684178,-1.912390151,-2.287922156,2.200526984,bad +3788.0,-1.318453152,1.167760312,-2.021884034,3.139989585,-0.589075831,-2.563033422,-1.927133746,good +3789.0,3.213812217,-2.39062694,-6.507846982,0.058833455,0.66286725,3.160365388,-0.868245492,bad +3790.0,-0.794773893,-0.847274866,-0.124649584,1.625088869,1.606663214,-3.201061303,0.253966087,good +3791.0,0.20454261,-1.65340003,-1.855745847,1.457668397,-0.627158345,-0.283424189,0.394444344,good +3792.0,-0.994149952,-1.667667509,-0.350210139,-0.085782442,-0.31355705,2.705482532,-1.957389142,good +3793.0,0.685278608,-1.182781469,-0.177151574,1.868441873,0.900224205,1.197728034,-0.701531939,good +3796.0,-2.104176606,-0.761371897,-0.526712052,1.509692123,-0.923285209,1.120850601,-0.304185954,bad +3797.0,4.239332303,0.386163369,-0.494681241,-1.258747308,3.597195505,0.138122606,2.040200065,good +3798.0,-0.324306091,1.746624651,-1.966934006,0.853036807,1.11482128,0.531606865,-0.103006945,good +3799.0,3.866611648,-2.034549033,-3.63381768,2.76746813,1.922665704,1.212040959,2.9637063,good +3800.0,-2.292976799,1.776523356,-1.151710881,1.305830132,1.477769276,0.115002514,-1.407064656,good +3801.0,-2.009013362,-0.613284173,-0.779701197,0.525293507,0.125646678,-0.336268755,2.476398328,bad +3802.0,-3.018590836,-1.078221991,-0.688831356,2.77658532,0.105390529,2.023221861,2.608624768,bad +3804.0,-1.393441785,-2.649326264,-0.015666384,-1.849184636,-1.851761368,2.983143535,-2.919179265,bad +3805.0,-1.602150945,-1.971601056,2.043227853,0.756992643,1.115051183,-4.246162504,-0.758083109,good +3806.0,-1.461459404,1.655113744,-5.197853411,3.17656635,-3.314250572,0.900396347,1.67188245,bad +3807.0,-1.752549665,-2.286004624,-2.445240959,1.562363964,0.043698927,2.265704286,-3.156688048,good +3808.0,0.63913047,-1.13738586,2.651008591,2.611345798,0.568231631,-0.22543894,2.432501809,bad +3809.0,2.905224958,-2.220215521,-3.04161171,2.024207388,0.939726611,0.768177023,0.614775962,good +3810.0,-0.822587647,-2.483765037,3.494825892,-0.035912548,0.914803081,0.455803824,-1.747239147,good +3811.0,-3.08123331,-2.236942974,-2.437816625,-0.298787447,1.061382849,2.217881049,-5.795137698,bad +3812.0,-0.106909691,0.196216504,0.226963272,1.019473449,-3.071132549,-0.478595984,-1.316709464,bad +3814.0,1.711418837,0.928887243,-4.111322038,-0.808202554,4.163023416,0.456022911,-1.356739922,bad +3816.0,1.344706678,-0.089344529,-4.508753209,0.590932548,-3.983526037,1.500521365,-0.280325343,bad +3817.0,1.935878559,-1.368633482,-2.435416296,0.426253568,3.327613392,-0.30086596,0.440630298,good +3818.0,-1.903976273,0.636192204,-1.981107458,3.409579704,0.698720253,-2.759760994,1.488269518,good +3819.0,3.071959091,-2.870539123,-1.019592834,-0.921460314,4.374207281,-0.030220371,1.21731347,good +3820.0,0.521687972,-1.574657414,-1.151514963,-1.139001477,2.75870859,-1.573510854,3.002468885,bad +3821.0,3.024898212,-1.870915316,-2.666318436,2.286341421,-3.604326932,0.735994713,-0.059952688,bad +3822.0,-3.433881914,0.083980353,0.934756825,0.986257813,1.631687022,1.180830788,0.203413025,bad +3823.0,-0.466133333,-1.597791646,2.663856075,0.633392941,-0.13167446,1.05510644,-0.791890878,good +3824.0,2.263808545,-1.412115936,-0.72435453,2.194422366,-0.2290807,2.7997581,0.807576524,good +3825.0,0.727665843,-0.716658216,-1.694350709,0.630435576,0.154436568,-1.259161735,0.269218955,bad +3828.0,-2.21491788,1.371664198,-0.802180913,0.396454035,2.499406114,-0.881342914,-2.94294254,good +3829.0,0.273562281,-1.836036424,-0.114427058,1.008318217,-1.009393705,-0.613617322,-2.454533933,bad +3830.0,-0.179076501,-2.133334812,1.836935898,3.581885569,2.648305262,0.675843022,0.150209878,good +3831.0,1.554816122,-1.113843676,-1.684352669,2.807205397,-0.005696067,-0.760565478,2.129436957,good +3832.0,-1.639293715,-3.33406904,3.823665688,0.904777608,-1.145672199,2.70332585,2.079393199,good +3833.0,-0.317024065,-1.023549473,-1.079638075,1.655031329,-1.137084352,0.051341352,-1.171343556,bad +3835.0,0.139966543,2.859047636,-0.638818964,2.039985064,-2.918314222,-1.176458695,1.195273442,good +3836.0,-0.646338483,-1.895113479,1.433268615,2.941274463,1.883618409,0.988795101,0.879334374,good +3837.0,-1.337436585,0.51595831,1.090994628,0.359725015,1.357640147,-0.674734158,-3.886677917,good +3838.0,0.222233593,-1.8483876,-3.7765588,-0.177907838,3.329203086,1.71531921,2.67598861,bad +3839.0,-1.262207821,-1.911969091,0.601878858,0.972099597,2.363917532,0.220316134,2.311174821,bad +3840.0,0.806119416,0.215211624,-0.936701367,-0.608148849,2.702633957,-1.306481914,0.839021075,good +3841.0,0.856250136,-1.66962641,-4.640012532,-0.459511609,1.987983692,2.786048281,-0.500785638,bad +3842.0,-1.77278535,-1.252288164,-1.97982907,-0.65974203,1.668911005,4.918455094,-1.191132861,good +3843.0,-2.079584013,-2.276671329,-2.104887453,1.386143859,-0.455105953,3.620838843,0.15706268,bad +3844.0,-2.862726827,0.577681534,-0.252583607,0.764674018,1.777822979,-0.563261512,-3.670269251,good +3845.0,-0.115817915,-0.839195744,-1.303283973,-1.069225488,0.802507785,3.828882877,-0.154144723,bad +3847.0,0.204160885,-0.665112156,-1.822992517,3.353827477,-1.074036684,-1.048722905,-0.7949044,bad +3848.0,-0.513569122,-1.510301706,-0.909625212,3.660499111,2.709910602,0.430188238,-0.721453515,good +3849.0,-1.608959642,-0.265049827,0.344748977,2.303885976,2.493472496,-0.25740896,-0.950800307,good +3850.0,0.309172204,-1.49468421,0.616379104,2.018279681,-0.776659532,-1.543283632,-1.38729856,bad +3851.0,-0.739509755,-0.754330064,-2.71402938,-0.72212188,-0.530146542,2.8621324,-1.844098803,bad +3852.0,-2.963259236,-2.584702088,4.105910199,-0.056561616,2.675356273,0.998418149,-0.530663222,good +3853.0,-1.346421206,0.325349557,0.363486687,0.919303703,-1.428069002,-0.532935378,0.630116237,bad +3854.0,2.584820091,-0.920042147,-2.421684207,-0.397227988,2.93501855,-1.2958862,2.309331461,bad +3856.0,-0.98304139,0.513265182,-0.149099162,1.780467293,2.010520587,-0.461653724,-1.003866289,good +3857.0,-0.408708867,1.47850756,-0.092024313,-0.537545373,2.162826677,-1.901945213,2.199487687,good +3858.0,0.42708022,-3.100569481,3.133361586,0.503941286,-0.561777931,2.525790162,-0.998086414,good +3859.0,-6.099551432,2.811302929,0.129153075,-0.295455274,1.832656976,-2.018881791,-2.561564247,good +3860.0,-1.374118439,-0.800035188,-0.195442178,-0.52167101,4.076586178,-1.973284436,4.348131862,bad +3861.0,-2.67886213,0.547130581,0.625531632,2.693434041,-2.104426835,0.180426347,0.957374782,bad +3863.0,0.012174558,-4.210224019,0.606974182,1.374415029,0.901340146,-2.340633428,-0.99235719,good +3864.0,-1.443489784,-1.012513442,0.40126111,1.501835469,2.416043831,0.287235145,-2.525250744,good +3865.0,-0.578638579,-0.240243684,-0.188720281,0.533020765,-1.236043744,-1.396009793,0.601484011,good +3866.0,1.954015494,-0.621091794,-3.462693895,-0.418658302,-1.017420888,2.119515328,-1.248234595,good +3867.0,-0.571826889,-3.587275283,0.842195359,0.879595446,-0.431053659,0.835798585,-3.460362588,bad +3868.0,1.348957301,-1.426025461,0.26751784,-0.963044081,-2.317013599,4.774626292,-0.122705371,good +3869.0,-2.551559229,-1.565405196,-2.572904645,0.636265,3.739901598,4.078157772,1.339616741,bad +3871.0,-1.360229312,-0.525080399,0.182060471,-0.076526947,3.333188017,0.89328843,-1.153843133,bad +3872.0,-0.177849207,-2.169637562,-4.444792629,1.856197609,-0.884047699,2.750916831,-2.930449982,bad +3873.0,1.608561361,-2.571903384,-1.758457519,0.323208539,1.626695455,0.323745626,2.617780266,good +3874.0,1.92588849,-0.984398455,-0.12744117,-3.414805063,7.364402864,-1.342563133,2.064066964,good +3875.0,-0.826642551,-2.072267331,-2.158359734,2.894249262,-0.443796679,5.000723735,-2.558510083,bad +3876.0,-2.941900133,-0.677296819,-1.801199043,0.334617071,-2.229984775,1.869168012,-1.331010488,bad +3877.0,1.688434435,-3.366540506,-3.421531533,0.141091888,2.963927046,0.56014507,-0.409655793,good +3878.0,-0.079753026,2.682219947,-1.480885086,-1.592384837,0.173402236,-0.016317734,1.933060621,good +3879.0,1.368755792,0.594595783,3.014961047,3.311564279,1.156120121,-4.12900467,5.458589887,good +3880.0,1.18431667,-1.214670023,-1.558165782,1.752032929,-5.743511735,-0.201711634,0.356695742,bad +3881.0,-4.672497162,-2.913286491,1.408752469,0.469469385,2.367175516,1.28239213,5.131967121,bad +3882.0,-3.200794437,1.613492755,0.498759498,2.181400834,2.592380788,-1.749473011,-1.22320905,good +3883.0,-0.484201507,-0.166192913,-1.504511258,-1.080336236,-0.293462308,0.143921659,1.136970464,good +3884.0,-1.776424095,-2.410730993,0.27858067,1.367673757,-0.299050681,1.690608271,0.856356498,bad +3885.0,-1.085904618,-0.871928823,2.302701432,-3.504206381,6.25259219,-3.462378854,2.87351138,good +3886.0,1.367227142,-1.220655681,-0.842855506,2.7344754,-2.587219221,-2.08249217,-1.057525635,bad +3887.0,-1.58393678,-1.531122384,-2.29387863,0.493778409,1.136737703,4.105092626,-1.39693378,bad +3889.0,-1.456307367,-0.611503737,-1.059381778,0.329480161,0.253076097,3.053447472,0.275865496,bad +3890.0,0.123454166,0.544629012,-0.880345087,0.234772821,-0.323289723,-0.635650803,-0.586411241,bad +3891.0,-2.731179965,-0.730837345,-0.08863828,1.075109571,1.849820076,0.921686483,3.246392767,bad +3892.0,-1.159024373,-2.189760648,-1.863538563,-0.080853724,1.032969876,1.560881469,-4.586248088,bad +3893.0,-0.658539572,0.350745027,-1.334219305,1.684114569,0.939984568,1.176682366,0.942478981,bad +3894.0,-2.272603576,-0.895127997,-0.541500124,2.25297991,0.129806907,1.825236219,1.385557299,bad +3895.0,1.473625522,-0.395561203,-3.009928905,-0.329944666,2.118433517,0.664160929,1.139624355,good +3896.0,-1.404325861,-1.030842616,0.614536356,3.275190074,4.065916227,-0.663156647,-2.072047579,good +3897.0,-3.23692679,-0.20470941,1.172163285,1.953748294,-0.882899604,0.627904887,1.358347765,bad +3898.0,-2.663160405,-1.494360747,-0.221775124,-0.236348422,2.744922161,0.293515126,4.147140619,good +3900.0,0.047627601,-2.035773926,-1.706658975,1.760039704,1.669244066,1.843259894,2.753851267,bad +3901.0,1.274575871,-3.517154097,-0.512298651,-0.255967867,2.075337037,-0.466150553,1.550666826,good +3902.0,-1.491407089,-0.242111524,1.035068389,0.624942738,0.357391778,0.521532381,-1.182859869,good +3903.0,-1.298363125,-1.47313497,-1.749550303,0.096768102,2.461665438,0.956603358,3.569300942,bad +3904.0,2.777324457,-3.746558022,-0.026555144,4.411657459,-4.38504326,-2.65312181,-1.490858227,bad +3905.0,-1.836298586,-1.284445191,-3.519239182,-0.571404057,2.196490274,4.416652088,-3.234934565,bad +3907.0,-0.293773136,0.869154498,1.287190206,2.849382016,-0.395348687,-1.77450483,2.77301531,bad +3908.0,2.41762954,-2.415989414,-2.329472918,0.793548207,2.12465208,0.460877797,1.539828557,good +3909.0,-0.209700993,-1.947621542,0.012671175,3.311492442,-2.718006977,2.12284362,-1.851003324,bad +3910.0,1.5353851,-0.979618891,-1.385863074,0.482993175,1.999626268,-0.394965283,3.405436263,good +3911.0,0.47045024,-2.749237969,2.322582975,1.726489889,1.039761624,1.552563586,0.8772043,good +3912.0,-1.01951398,0.445570603,-1.551941888,3.265091323,1.341421806,-2.681303978,2.16902306,good +3913.0,0.742208466,-2.04436394,-3.35152072,1.542891713,1.174103053,0.074970402,-0.76275429,good +3914.0,-1.240506401,-2.022992595,-2.307457318,0.047460643,2.591810106,2.526955776,1.811327489,bad +3915.0,-4.140536018,0.454972464,1.667803242,-0.341601455,3.355341658,-0.622478268,-0.308598616,good +3916.0,-0.369054174,2.500206275,-1.12451791,-0.332943358,-0.7107341,-0.782861671,0.473000429,good +3917.0,-4.795198592,-4.052085452,0.96953572,3.12576425,-0.240486731,3.47047915,6.13896523,bad +3918.0,-1.536571618,-2.783878606,-0.825930942,-0.34684832,-3.713863485,1.624956723,-3.298101639,bad +3919.0,-1.10233361,-3.224131806,-0.778734464,0.872522631,0.240080297,-1.472498827,0.458892829,good +3920.0,3.656656247,-1.500679609,-2.375430743,0.704744686,4.120672127,0.775149346,4.312841326,good +3921.0,-4.25364938,-1.450912551,2.403216203,1.275257465,3.750488926,-0.740293913,-2.765592868,good +3922.0,0.718260823,-2.947241551,1.178940271,1.107308434,-0.233513877,2.642049275,0.816681247,good +3923.0,-5.616710564,5.79071359,-1.243050983,-0.505188763,0.43871925,-3.36780916,-4.45843063,good +3925.0,-1.612076618,-1.554690219,2.250267144,-0.155060237,-1.435861879,2.38875471,-0.487297287,good +3926.0,-2.982400369,1.486819534,1.421919513,2.297388228,-0.506107493,-0.556296359,3.004852758,bad +3927.0,-2.012365297,-0.432218919,3.053194361,-2.544461594,0.664259393,0.657216911,-2.045779422,good +3930.0,-3.40903824,0.580091934,2.572799458,-1.432214772,-0.451346022,0.854121569,-3.128879868,good +3931.0,-2.229395458,-1.386030595,2.028604439,0.189349783,1.283513446,0.609512059,-0.836107034,good +3932.0,0.686717834,-3.048826162,-2.887878713,0.651054369,3.670449104,2.871668116,0.257369095,bad +3933.0,-0.956866325,-3.163442359,2.469891778,2.753665738,-1.311596241,-3.500499021,1.296747816,good +3934.0,-2.59817687,-2.330885838,-0.710847035,-0.256190031,-0.953030007,3.520416919,-2.139487225,bad +3935.0,0.13987114,0.053432833,-0.793096645,-1.453663137,3.203361347,-1.399413951,0.086659287,good +3936.0,-0.781944144,-2.145272178,0.146779721,2.40860104,-0.938134465,-1.11767877,-2.49304192,bad +3939.0,1.306862831,-1.877131341,2.142988121,0.4540014,0.946519912,-2.379991603,2.36743413,good +3940.0,-1.46086446,0.727280302,0.943751801,0.780577842,1.824773609,-1.962976504,2.257634168,bad +3941.0,0.020965273,-1.721253292,0.328115157,1.478051832,1.056150448,-0.200007025,1.165776955,bad +3942.0,1.720092375,-2.285385801,0.445000382,1.092621468,0.218134453,2.803852637,0.629891589,good +3943.0,-0.865684489,-4.366864964,2.599850387,1.623674175,3.183761269,1.392612319,-1.015782155,good +3944.0,-3.192860647,-1.228865008,3.27076251,-0.829909344,0.230200254,1.318140663,-0.593803367,good +3945.0,-2.646459792,-1.228784403,1.049095253,2.39649748,0.714771518,2.551635444,-0.873064683,bad +3946.0,-2.045340309,-0.586203249,0.02598163,0.367013151,-0.393658943,-2.431758417,0.008339593,good +3947.0,-1.116261444,-2.815720736,-4.858054739,-0.039825062,4.50497842,6.102587005,0.503799062,bad +3949.0,-1.905623498,-3.298507776,-1.051640149,-0.507783172,-0.218541288,1.866471954,-5.384860338,bad +3950.0,-1.578703304,-2.307765245,3.219000051,2.007063583,1.812183142,0.032767571,-0.410368282,good +3951.0,2.487871118,-1.327570617,-1.392329575,0.868353322,1.34418394,0.040866588,2.01900265,good +3952.0,-0.027798756,-1.356070438,0.597771643,1.252840455,-1.418434342,2.632351799,2.000125146,good +3953.0,1.35513811,-3.377497082,0.140623017,0.60883083,3.681520499,-1.573009714,3.617288034,good +3954.0,-2.403234049,-0.550331013,-4.565948071,1.007466464,-2.248935458,1.996867616,-2.506381031,bad +3955.0,-4.960450671,0.699910542,2.862231639,-3.674746202,-0.028948556,0.194216569,-3.726145619,good +3956.0,-0.54865355,-2.714222584,1.875525792,2.445013639,1.396514211,1.811201229,1.221697782,good +3957.0,4.086331669,0.601599407,0.934811643,5.780529242,-2.627073866,-4.676170226,4.689126107,bad +3958.0,-1.582480472,-2.206160865,1.475552825,1.142721272,0.381445883,1.679163334,-0.941217156,good +3959.0,0.444592364,0.290373626,-1.973922628,0.400662398,2.991891798,0.367347732,-0.74790279,bad +3960.0,0.488501636,-0.056977418,-2.418510821,2.305981281,-1.435253761,-0.442876781,-0.970235117,good +3961.0,-0.87652,0.99529835,-1.643154699,2.657646029,1.833890126,0.65127093,-0.049725888,good +3962.0,-2.546753644,0.688784855,1.029541674,1.052267455,1.738183073,-0.494162264,-0.947002551,good +3963.0,-1.846693099,-0.518600727,-0.494525292,1.173846835,1.944388146,1.519325572,0.109579238,bad +3964.0,3.08464853,-1.355231582,-5.219217136,0.288620659,1.996597719,0.708111332,0.430274164,bad +3965.0,-2.810654903,-1.550995921,2.699335103,1.032748009,1.788076904,-0.157175323,-3.167304356,good +3967.0,-1.547802391,-2.724603636,-0.974454486,0.325558956,2.628070835,1.458281263,3.321828024,bad +3969.0,3.300381846,-1.662605648,-1.724307506,-0.07467237,3.088414128,0.720912053,2.87016191,good +3970.0,-1.103217436,-1.944868879,2.173498135,0.19277291,0.256211238,1.556441962,-0.684437591,good +3971.0,-2.634620957,-0.445614779,-0.344895203,1.078072017,3.364615804,-0.408180028,-3.376490049,good +3972.0,0.320644821,0.070857592,-0.364572195,0.89461858,-0.624537528,-0.725398424,-0.114319001,bad +3973.0,5.865860535,-6.010559195,0.246080599,4.507715479,-1.041609382,5.309622223,3.285412981,good +3974.0,-2.362143485,-0.23342443,0.981340025,0.571282283,1.007781655,0.733608538,-0.105291052,good +3975.0,-3.273138685,-3.060045126,0.66678411,0.782175545,-0.363841584,0.674902534,-4.469190139,bad +3976.0,-0.524414627,0.897920564,-1.3776939,1.579953894,0.994689903,-0.824029062,2.422747057,bad +3978.0,-1.971622595,1.828699509,-1.787126015,0.963285964,-0.300505594,-2.202798075,-2.072508474,good +3980.0,-2.492582691,-2.065916565,1.08117994,1.267672885,-1.60072238,-2.831947492,0.627116568,good +3981.0,0.173943536,-1.671635287,-0.023466877,0.941615074,-1.136509319,0.6872827,-1.587952145,bad +3982.0,-2.434450434,0.280784851,0.426243667,0.924207541,1.439965921,0.517792846,-2.334245356,good +3983.0,-3.652936196,-1.117508955,3.271792195,-1.266320362,2.360318847,0.00721203,-2.022186257,good +3984.0,-0.832533197,0.463472657,-0.843983167,1.489057848,-2.205796379,-0.451074692,0.725999977,bad +3986.0,1.814401033,-1.461634618,-2.514538571,2.975837713,-1.109729859,-0.631429024,-2.793807727,good +3987.0,-4.035849612,-1.301354264,1.367232003,0.887992284,1.464440164,1.608556284,1.220319515,bad +3988.0,-1.857834005,1.545697526,-2.825358661,-0.52653283,-0.60250533,1.338497914,-0.395376725,bad +3990.0,-1.396794076,-0.599595566,-1.931103753,1.815667553,1.670732306,1.614026677,-0.987967575,bad +3991.0,-4.00776216,2.97016361,0.218167266,-0.492368963,1.65637489,-2.13389511,-4.431320563,good +3992.0,1.764253493,-2.079695,-0.083382857,-0.086723532,-1.703384634,3.840101017,-0.338260538,good +3994.0,1.482508009,-2.581181322,-0.306887818,1.527876814,1.05636124,2.560829007,-1.229254586,good +3996.0,-0.293118007,1.949252549,-0.20401993,-0.640195579,0.024522626,-1.087899732,1.854235285,good +3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad +3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good +3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good +,,,,,,,Created_by_Nidula_Elgiriyewithana, +3985.0,-0.230550165,-0.669955966,-1.896049211,0.657545411,1.843633558,0.473194498,1.461085428,bad +2038.0,3.947883038,-1.641135894,-4.28281972,-0.298038556,6.32830431,-0.195911529,1.885183745,bad +3104.0,-1.704699162,-1.73050323,-0.830481119,-0.315856763,0.719482353,4.35595832,-0.64743073,bad +1336.0,-0.750173032,1.68756926,0.184413305,2.007638118,0.808818975,0.269191044,1.122494601,good +678.0,-0.075144754,1.684715494,-3.168469871,1.89236959,0.014954763,1.84105985,-2.570587079,bad +1667.0,-1.599308964,-1.558785921,-0.8358207,-0.654009351,-1.00132259,2.626868421,-1.714875597,bad +2181.0,-0.453424898,-2.180554267,-2.410615452,-0.568177228,1.58344561,1.72514781,3.052069553,bad +490.0,-1.74197681,-1.200882179,-2.208693225,-0.198475594,-2.452568574,2.159957533,-2.081906248,bad +1822.0,0.622759391,-4.196352643,0.847013053,0.431258673,-0.302134455,3.726932143,-1.188430018,bad +861.0,-1.594125392,-0.74166841,-2.062309758,0.930106043,0.860364897,2.285538692,0.232869083,bad +1776.0,-0.633414505,-2.706731879,-1.128502505,1.299768566,-2.197365373,0.416428402,-3.46440438,bad +205.0,0.099322411,-2.018287273,-1.592637735,2.015768102,-1.482077353,0.86335326,-1.710943166,bad +2186.0,-3.082671194,-1.780316882,0.474989059,2.032588558,1.006848246,1.328555133,4.034392859,bad +2452.0,1.370642669,0.276336425,-1.152380071,1.415107685,0.310667748,0.712541161,-3.799184056,bad +3255.0,1.015947119,-0.755656545,-1.786810652,-0.04278171,-0.907030084,1.561819278,-0.928323609,bad +244.0,-2.757155815,0.781496878,3.330263276,0.231805943,3.293237578,-4.661244484,7.404736238,bad +3751.0,-1.775804022,-0.691374932,0.983704958,1.24474628,1.013582896,0.109081934,1.786843109,bad +1928.0,-3.491090174,-2.459008699,1.466740537,-0.035262957,1.840056006,2.458185205,-2.84015253,bad +1637.0,-4.220335603,-1.735699633,-2.112458084,-0.391725768,3.207302475,4.011511138,1.723936784,bad +2359.0,0.311369933,-2.81797516,-3.218157238,-0.791117838,2.272855316,3.153151687,-0.22261528,bad +1383.0,0.475240896,-1.833409034,2.565566838,2.456610228,-4.196405189,-3.164642477,-0.052965085,bad +1441.0,-1.215944463,-2.299728908,0.398867215,2.805905178,-1.443524386,1.331699921,1.079932807,bad +1443.0,-1.043538286,-2.28963161,-3.341244483,0.517491643,3.128692342,3.734995064,-0.155022519,bad +916.0,0.964352824,-1.02662996,-0.410942931,2.577588565,-3.129066404,-1.374076067,0.291800325,bad +1217.0,-2.059686286,-0.513075523,-1.20369258,-1.743003197,1.256102506,2.742124933,-2.517100408,bad +547.0,-2.102187726,0.793196323,0.777082611,1.510984799,0.41461831,-1.582172094,-0.086582903,bad +2404.0,-2.805629847,1.604092471,-1.037827781,0.439611628,0.755683378,1.448853287,1.313167949,bad +1469.0,-1.046899352,-4.222513171,-0.409925738,0.887454266,3.457929214,2.705806473,2.019215518,bad +1146.0,-4.120193403,-1.749556125,1.305360112,1.107398654,-0.195564843,0.48846721,4.210413891,bad +381.0,-2.782130988,-1.381875325,0.169552902,0.821836718,-0.49949771,-0.795837355,4.989297317,bad +1517.0,-0.611750562,-0.783005666,-0.252097551,1.751904979,0.172057539,-0.972645671,2.887083647,bad +3826.0,-2.934432446,0.497834226,-4.130543025,1.443830407,0.378354362,2.882248972,-0.562910005,bad +2865.0,-2.508758228,0.509478355,-1.841285663,-0.521504674,0.223022701,1.913735175,-1.170504546,bad +3384.0,-3.725976048,-0.685797015,0.512836851,0.547321821,0.936350286,1.926225204,2.070556012,bad +834.0,0.670619332,-2.88045567,-1.846987396,1.156195324,1.371368979,1.984478696,-0.067216749,bad +3427.0,1.535537368,-2.343704142,-2.252191302,0.688444555,3.043026827,1.409535663,0.30185689,bad +2878.0,-1.543241264,0.492982015,-1.64010629,0.8128365,-1.189101619,2.615443796,1.92667469,bad +2400.0,-2.275682195,-0.861695169,-2.764352487,1.83660484,1.377284872,4.592999491,0.296232403,bad +3743.0,-2.102671946,-0.007395054,0.133886129,1.198670829,3.210020858,0.590544088,2.396013951,bad +322.0,2.646115435,-0.449973403,-4.573946451,-0.045237912,3.849044966,1.139323078,-0.488345281,bad +1766.0,-3.129467133,0.198630605,-1.236848218,-0.61912146,2.883331224,3.427419082,-1.085596232,bad +3414.0,2.33101948,-1.988980521,-2.962669702,2.99429714,0.132375281,0.488665637,2.388586111,good +3803.0,-2.222777971,-2.537998669,-1.795083953,-1.08131145,-0.096376753,3.515105516,-4.208284752,bad +435.0,0.071200656,-3.021763247,-2.432415933,2.649502477,-2.987988388,-0.543399449,-3.933729069,bad +1500.0,-1.359602279,-0.73903242,-3.490921361,1.046146925,-0.739506824,2.381264687,-1.58956899,bad +2322.0,3.098029339,-1.732347048,-1.507209401,-0.21694332,4.039246137,-0.301569514,0.617345483,good +2904.0,-0.349931235,-2.839368353,-2.335205568,-1.416139351,-0.806733208,3.004328352,-4.720685297,bad +2959.0,3.472392108,-1.504447649,-5.371962996,-0.905058773,4.399814702,1.063613808,0.428501793,bad +880.0,-3.750910643,-2.177965299,2.2582748,2.112759981,-0.801952171,0.17957333,3.267287974,bad +2279.0,0.785999476,0.223439749,-1.713161416,0.037062964,2.192483976,-0.254302558,-0.491266303,bad +1830.0,2.479637449,-1.367815945,-3.626052616,-1.167496878,3.149349706,0.559765073,0.026872821,bad +339.0,-1.615191188,-2.47213566,-0.250066831,1.041213094,0.917951837,-0.45919294,4.940053725,bad +534.0,0.559077253,-1.887088352,-4.295589945,1.471322657,0.638079169,4.074458786,0.296224193,bad +3144.0,-2.248007616,-2.310954553,-0.430174065,1.798926187,-0.690107779,0.448416457,-2.872017555,bad +242.0,-0.026485744,-0.799181452,-3.372003186,3.223286509,-1.319326728,0.30100296,-0.816365227,bad +1025.0,-3.658396659,-3.330500682,-2.032566976,0.276463385,3.93290892,4.954530347,2.831482849,bad +595.0,2.616038834,-1.586171214,-4.368294278,-1.085529952,3.358654957,0.595666052,0.895274255,bad +1708.0,-2.855780853,0.559337297,1.783926357,-1.089256282,0.051906708,1.38053827,1.04606777,bad +1934.0,1.693653501,-3.454192024,-3.327472584,-0.352645073,3.311763466,2.565219068,1.656877646,bad +1194.0,-2.299673543,-1.438376679,0.532203922,1.934771124,-0.64595384,0.215956927,3.683016111,bad +1678.0,-0.72423927,-0.148748096,-1.057709143,1.533394636,0.609297565,0.736200747,0.204386751,bad +2675.0,-2.362907172,-0.458136841,1.884846934,2.491170628,0.969093571,-0.194277004,1.921861905,bad +1631.0,-5.313589471,-1.654369357,2.081098334,2.065002509,-0.439682197,3.186588202,0.960661464,bad +1813.0,-2.395721065,-0.060025865,1.744391514,-2.68385885,0.394431958,0.791721212,-4.522654682,good +1539.0,-1.781396019,0.703957281,-1.837885536,0.319482511,-0.863596792,1.694998534,0.71993501,bad +998.0,-1.326769718,-0.502953425,0.145566907,0.872708264,1.655474327,0.75639619,-0.777125843,bad +2373.0,-3.135338541,-0.915121825,1.027451113,1.080452492,-0.745112598,-1.359061267,4.892835064,bad +1043.0,0.187949276,-1.359826272,-1.873379207,2.317659871,-2.953714495,0.64580817,-0.199364539,bad +2866.0,-0.035349927,-0.616466342,1.890526496,1.676704124,-0.713152004,-1.026423023,1.020470369,bad +3977.0,-0.845025674,-0.668020824,-1.760758712,1.867992656,-1.408949543,2.3034994,-0.772829229,bad +1422.0,-1.134728217,-0.653594639,2.759729824,0.521098244,-1.039218802,-3.979698402,4.329863961,bad +3094.0,-1.226854737,-1.013974802,-0.114840344,0.601327334,1.495976746,0.855767038,1.735372229,bad +1888.0,-0.846490117,0.291283008,0.410922793,1.318478671,-0.243244175,-1.244824257,-0.138584021,bad +3072.0,-3.661675996,-2.632582104,0.828811414,0.650855084,0.22177183,0.742026979,3.374035449,bad +3114.0,-0.219935249,1.288949244,0.63137566,0.162954652,0.992985316,-0.813277565,0.777577489,bad +755.0,-2.516579279,-1.226960389,-0.358848026,0.417753301,1.258175411,1.801802496,0.889659108,bad +3.0,-0.657195773,-2.271626609,1.324873847,-0.097874716,3.637970491,-3.413761338,0.790723217,good +1379.0,-1.976207115,-0.185541861,0.011632425,0.076543393,0.84007016,-0.45646413,2.203022165,bad +943.0,-1.017062947,-2.323691499,-0.684309708,2.011828561,-0.969649254,1.867842154,0.276865133,bad +606.0,2.66593872,-1.688545225,-4.635048397,1.29715994,0.46028678,1.889173477,-0.370717416,bad +2278.0,-1.346707338,-2.293757642,0.309239436,1.535801723,-0.278842065,0.056952231,4.324596042,bad +2550.0,-2.037481546,1.275922244,-1.686684409,2.481397674,-0.557053766,0.64853414,2.008481011,bad +3437.0,0.246440514,-1.795919477,-0.285911939,1.752957905,-1.724257892,0.678285765,-0.166840905,bad +338.0,-0.87259228,-2.754289686,0.683718341,2.650368226,-2.916745613,-1.274902334,-2.144244362,bad +2438.0,-0.888894506,-3.28406226,-1.954676321,1.166088688,1.860967874,1.806807734,3.612383361,bad +2410.0,-0.357997563,-1.005693846,-3.196444009,-0.543331418,3.02135306,3.13821902,-2.585610903,bad +35.0,-0.955402343,-2.461096775,-4.087156169,0.839107617,1.003216188,4.97563997,-0.98138767,bad +1428.0,0.723747234,0.4138458,-1.1858082,2.168187369,-0.420856453,0.351338811,1.83351112,bad +285.0,-0.441543324,-2.207321539,-2.668634637,0.778623519,0.189522048,3.35459343,0.409553081,bad +3769.0,-0.218791413,0.009783616,-0.47635898,1.784347401,-4.067288995,-0.532407313,1.750426491,bad +2294.0,1.208777849,0.508876745,-0.536408202,0.807476676,-1.660117592,-0.152175201,1.653082221,bad +1193.0,-1.022152515,-2.653267827,-0.914114032,-0.112849379,2.740261362,1.20328494,5.098353797,bad +1308.0,-1.931708639,-2.631425807,0.854285562,-0.248150593,-3.760268736,1.551531447,-1.680970102,bad +2272.0,-1.617963795,-0.128345049,-2.155800609,-0.044336239,-0.294270539,0.480510274,-2.702976078,bad +2365.0,-0.42835413,-1.950528409,-3.013526825,3.60052062,-4.378330514,0.637951422,-0.780995024,bad +2546.0,-2.652331828,-2.056501587,-3.380336254,-0.133385428,-1.322326087,3.999945773,-3.233639308,bad +3676.0,-1.037288412,0.366346116,-4.517652895,1.077038853,0.390722221,2.388542065,-1.382419645,bad +126.0,-2.245482916,-0.047701365,0.250696269,0.771605049,2.243000186,-0.687586724,3.378856539,bad +3647.0,-2.754867776,-0.703909382,-0.459260284,1.88132249,-1.11462496,1.091556689,2.575213796,bad +365.0,-4.767311233,-0.245717716,-1.88996933,-0.116624071,2.042416985,1.975791616,-3.7252244,bad +486.0,-1.715865191,-1.358110131,-0.692590268,0.96165294,2.959096382,2.923618275,-0.43826909,bad +2118.0,-0.799235753,-1.0586878,-2.448060515,-1.491060438,5.794131442,-0.32507994,2.309399752,bad +554.0,-4.233312514,-1.004656266,0.98157445,-1.518984453,1.620568999,1.883151803,-3.0523752,bad +130.0,-3.423662708,-1.835010061,0.79489908,-0.557657446,4.606234531,0.177582667,3.766012647,bad +815.0,-1.234336601,-1.516148546,0.721187524,0.817262734,-0.137655158,0.229357028,0.171314883,bad +3041.0,-1.188255193,-1.739851766,-3.252038601,0.774998566,2.02967327,2.58172908,2.481557725,bad +3233.0,-2.73062432,-1.808060427,-4.085385815,0.172564326,-1.579260064,3.380989136,-3.847081054,bad +2315.0,-1.925099776,-0.066188112,-3.765721909,0.271368432,-1.263130724,3.659783004,-0.465744571,bad +1004.0,0.176604683,-2.675056644,-3.968713203,1.413701336,-4.563024618,3.663401483,-0.162040748,bad +2143.0,2.884909614,0.034586877,-0.305572548,1.462097321,-2.298880373,-0.933146302,1.875565732,bad +2358.0,-3.357879901,-0.40058288,0.694949702,0.445514942,3.151831289,0.675475162,2.650961932,bad +1326.0,1.921797887,0.541022235,-3.652880726,2.268158658,-0.22190076,0.909394538,-0.822828237,bad +890.0,1.183319965,-0.344738139,-1.79992184,0.63167158,-3.324806517,0.120624438,-0.037423169,bad +2015.0,0.476744887,-2.931690827,-0.319191238,0.730416528,-2.869795993,-0.001725056,-3.048404145,bad +3906.0,0.169607816,-0.729545601,-0.826745594,0.993625818,0.276170346,1.91902546,0.526956474,bad +965.0,-4.786532005,0.524409723,-2.730308426,-0.035859296,-0.071000078,3.453095967,-1.334654393,bad +1971.0,-2.377711404,0.231442538,-1.389539701,-0.690197302,0.903693653,2.408731363,-0.82719456,bad +3206.0,-0.606505459,-2.1968009,-2.89354116,0.272768055,0.132270563,3.182930726,0.087091587,bad +3924.0,2.663900623,-0.107396879,-3.744942402,2.244795745,-2.463627015,1.887417495,-3.998428933,bad +3846.0,-0.380778342,-2.505774746,-2.58186292,0.294633688,3.468443628,2.277528728,3.447199193,bad +1089.0,-0.485196417,-1.877842119,-2.113867975,1.76185163,-1.611475075,3.14897555,-3.000289432,bad +1890.0,1.107300303,-0.928860719,-2.560370531,2.852874359,-0.96894183,-0.608932501,-1.203748849,bad +2859.0,-1.198041096,-2.940122087,-2.197295993,-0.513348868,2.705455446,1.880073391,3.502273108,bad +919.0,-2.651578571,-0.378202438,-2.49375469,2.35130877,0.27963485,0.82733629,-1.724640045,bad +2969.0,-2.143788308,-2.540612574,-1.00440071,3.067584696,-1.093234675,-0.205554661,-2.948669595,bad +3337.0,-2.30900559,2.34422865,2.175081006,1.730938479,-0.306653321,-2.609955276,1.062466224,bad +3928.0,-1.406267764,-1.797016283,-0.873765251,1.163186603,-0.207798434,2.364105314,0.408771462,bad +1801.0,-4.844429971,-2.435424135,1.552625496,0.886908126,1.608386216,3.573677573,0.851873006,bad +1301.0,4.123221797,-1.651736417,-0.554215539,3.83887283,-3.748402532,-3.931115735,-0.33283833,bad +789.0,-1.29909173,-1.125194457,-2.018248212,0.112943295,-1.594746863,1.360336988,-2.556007083,bad +3508.0,-2.748699712,-2.852489657,-1.3900673,0.308634436,2.55681627,2.297282447,3.419852669,bad +3523.0,-2.103942418,1.937547057,-1.392326205,2.327345378,-0.610525865,-0.084870675,2.330347175,bad +3576.0,-3.023206613,0.462444204,0.017101868,-1.346225188,1.101464221,2.257115818,-0.662106626,bad +958.0,-3.287873452,-1.738597669,-1.415938417,-0.190586348,-1.13439887,2.389890428,-3.201157829,bad +115.0,0.104978369,-1.600940028,-0.787057496,2.34568665,2.323311417,0.530314357,1.789687083,bad +1746.0,-3.437589995,0.427804198,-2.448607157,1.51957921,0.579347623,2.821186218,0.301496699,bad +3709.0,-2.486787507,-0.602886668,1.37740695,0.77574141,0.626755722,0.46137289,-0.556968634,bad +3180.0,1.978804742,-1.668787148,0.160049961,1.923280521,-1.968769791,0.502736842,1.177378852,bad +119.0,-0.591987065,-2.618652027,-1.073478951,1.114681034,-2.536374537,1.75475805,-1.660639485,bad +399.0,-1.037014436,2.611286502,-2.975672075,0.409859466,-0.583967206,3.587746764,4.405949342,bad +811.0,-4.511513904,2.188929361,-3.494677385,-1.016464622,1.374406703,4.080823227,0.180781197,bad +2321.0,1.119112959,-0.668322898,-4.003993841,0.382810604,0.636288026,1.409675,-1.444479812,bad +409.0,-1.456216537,1.715472496,-1.754080472,0.622814372,-0.237515854,0.169501857,0.819827005,bad +3687.0,-2.575556393,0.390144229,2.850173305,-0.207059684,2.073950561,0.639698452,0.944422302,bad +2622.0,-1.365908433,-0.462259054,-4.854861307,1.96336299,-2.614130827,0.343433887,-2.926853781,bad +2663.0,-0.871054967,-0.312731958,-0.929130782,1.307018672,0.258441677,2.015888942,-0.424229645,good +2937.0,2.123704605,-1.958898206,-4.69974587,0.059349852,1.550436735,2.759098305,-2.154356678,bad +431.0,-1.025057261,0.950649206,0.477779572,0.750320689,-1.667553035,-0.782701244,-1.750282866,bad +1878.0,-1.990189724,-2.16206252,-3.20851244,-1.125715158,4.336457703,2.997893115,1.350938849,bad +3441.0,2.075256662,-3.401850097,0.605650469,1.938238152,-3.454098722,0.419333481,-0.598258687,bad +24.0,0.522960759,-1.428085244,-0.743518743,1.786716194,-4.207543546,-1.825231216,-1.430429857,bad +1091.0,1.283513133,-1.157297482,-5.248092524,0.262142896,4.147181946,3.807475642,-1.310354517,bad +1455.0,-3.72971713,-1.725102309,-3.324947366,1.020205066,0.117062327,3.763385128,-3.05406544,bad +1440.0,-2.114708904,-1.743470154,-0.990137997,1.988602646,-0.467594444,1.322876933,-1.612598392,bad +3938.0,-0.632508369,0.077479024,-0.708541813,-0.204686585,4.109259787,-1.429761252,4.13039773,bad +2503.0,1.176184455,0.384985062,-0.054683432,0.117878962,0.565895687,-4.605001995,3.991795286,bad +3118.0,-0.01666724,0.656369672,-0.165532285,0.802994212,-0.072241294,-2.282700856,0.813678164,bad +1940.0,1.131626749,0.920815316,-4.106681702,2.093650728,-1.951435579,0.943218738,-0.815660285,bad +1757.0,-1.229794676,-0.216692607,2.202853749,1.120275817,1.087726949,-3.566330951,3.428367426,bad +1164.0,-2.320640814,-2.170683069,0.367266388,-0.145761028,-0.912549036,0.934792483,-3.128402267,bad +438.0,0.71795021,-2.854197295,0.131556699,0.982122298,-3.703554308,-1.018045348,-2.920186182,bad +1792.0,-0.590261086,-0.744093853,-1.957694758,1.096279154,2.137060556,2.189599405,-1.266261118,bad +1907.0,-0.427541853,-0.310592109,-0.842202093,0.049583236,-1.484094473,0.238909459,-1.016751894,bad +1351.0,2.007090072,-1.519470292,-2.641234719,1.216188584,-1.988744486,0.998368111,-0.576675064,bad +3122.0,0.073275242,-0.166356756,0.038524116,1.580693131,-0.556596059,-0.730946144,-0.088663441,bad +306.0,-2.254441392,-0.181272307,-0.374981186,-0.641099132,3.268848089,-1.137355411,3.739759196,bad +3211.0,0.099872652,-1.706255735,-1.505287619,0.9914835,3.309562482,2.14310761,0.957153269,bad +3044.0,-1.747493393,-2.094969856,0.096959187,1.958788601,-1.961039667,1.287023435,-0.487158383,bad +568.0,0.100838359,-1.876177672,-0.341839503,1.700262114,-1.170501919,0.385228156,-1.247215776,bad +3314.0,-1.370508202,-1.303096804,-0.314991029,0.316259935,1.939959006,-0.142560201,2.979749725,bad +3294.0,-0.136486888,-0.033948633,1.009494231,1.553068988,-0.902486162,-2.618676198,0.784539205,bad +3684.0,0.918445512,0.512052773,-2.490343,2.640436746,0.93512328,0.952414191,0.11606493,bad +3502.0,-0.695384202,-0.547641145,-2.582377909,0.762240028,2.301142183,3.172154768,-1.918349804,bad +3549.0,-3.665572687,-1.790805601,1.906633041,0.021281231,0.868752981,0.296769053,1.44882124,bad +1833.0,-3.488959873,-2.41981684,0.180392742,1.005165545,1.609519676,1.209563508,5.361157242,bad +525.0,1.641329457,0.097759121,1.398248175,3.298691063,-1.791934976,-2.478749598,2.814021899,bad +3300.0,-2.445312259,-2.510460723,-0.217960517,-0.120860831,2.590837075,1.098858599,2.48128233,bad +1719.0,-2.876533471,-2.882160169,-1.098156523,1.760447437,2.266886444,3.682713103,2.221258172,bad +2217.0,-1.629615639,-0.294618623,-3.063811323,0.510197035,0.022928962,3.972976217,0.3071511,bad +3240.0,0.10158397,-0.315758125,-1.972457545,0.584135157,2.133440464,-0.009839605,2.662200873,bad +3075.0,-1.942924689,-2.666441058,0.551535064,0.272452441,-2.045806745,-1.015649935,-4.813463009,bad +3413.0,-1.679461343,-0.587051639,1.308326913,1.153244098,2.529093933,-2.331674102,4.082158867,bad +3251.0,-3.143221256,-3.61797871,-3.204505945,0.507967879,-2.112489461,3.481044611,-5.256590346,bad +113.0,-2.030890826,-1.642489803,-0.557159577,0.481269904,1.198923061,-0.083993546,5.381199793,bad +3774.0,0.49066744,-2.012218782,-1.482847592,1.380288013,1.065732817,1.376533887,-2.160378945,bad +641.0,-0.166162736,-1.616065118,2.176309075,1.536987609,0.109504033,0.177204712,0.376793906,bad +3855.0,-0.929717989,-2.429990314,1.107567456,1.102608458,-0.446792496,0.603345777,-1.685764024,bad +986.0,-0.932294179,-0.998089717,-2.15008989,0.047793902,1.811954553,1.614354627,1.353161003,bad +926.0,-3.04106033,-2.043459692,-1.298910602,0.856508654,2.040179884,4.474077394,0.138001968,bad +517.0,1.489117723,-0.564749263,-1.795275197,1.464253868,-1.172761989,-0.362617184,-0.62391155,bad +1332.0,0.519095639,0.493767485,-4.358784668,0.202791254,0.263817051,2.967692158,-0.222751026,bad +3257.0,-2.780291562,-3.215575135,-4.824952064,0.83398463,-1.573736329,4.680339912,-4.781573815,bad +3834.0,-1.365774478,-0.927933605,-0.922272697,0.114198653,1.449046492,0.196497333,0.882688273,bad +2345.0,-0.164358007,-3.281920094,-0.815664297,0.645558081,-2.636687462,0.63338743,-3.552345851,bad +1886.0,-1.596484485,-1.274306977,1.071963468,3.170016773,-4.227575327,0.469194695,0.227169191,bad +3003.0,-0.692216552,-1.029835088,-2.47627873,1.525174989,0.123992752,4.055425166,-1.968351619,bad +3083.0,0.002626953,-1.048111588,-2.290952504,-0.232486653,2.029042557,2.401858963,-2.469547062,bad +914.0,-3.699118599,-1.922430354,-1.971064255,2.204418404,0.115186441,1.769828258,-3.135860673,bad +1375.0,-1.682198967,0.568254915,-1.091793988,0.10417474,1.862260749,1.441508421,-0.572295971,bad +2744.0,-1.210278046,-1.877977297,-0.837016593,1.916409607,1.866807943,1.752718605,1.512497334,bad +508.0,-2.069803047,-2.174906078,-1.271278847,1.575417631,-0.66219489,4.134098994,-1.658382639,bad +2467.0,-1.234839187,1.269943936,-2.430020418,1.796216723,-0.442039985,1.229420582,1.691561916,bad +1686.0,-0.901134943,0.377960767,-1.384906987,1.878639836,-0.710147128,1.381542995,-0.442221981,bad +1036.0,-2.393737138,-1.021335687,-1.341564433,-0.900340534,0.295517853,4.508038113,-0.69651361,bad +2212.0,-2.18697369,0.679478079,-0.83236244,-0.299714631,-0.447194461,2.10493896,0.871449566,bad +1953.0,-0.260982421,-1.678096148,-1.70758801,1.779167319,0.902480961,1.692855105,1.342735852,bad +654.0,-0.275248554,-1.487134044,-1.729445652,1.669277592,0.016900464,2.64839962,-1.016744147,bad +3979.0,-4.397350002,0.066896439,-1.671907583,0.153639888,-1.314626186,2.336337795,-0.912977459,bad +1581.0,0.762014747,-0.424922931,-4.20787176,0.632936402,0.803628061,2.27390094,-1.874856057,bad +3046.0,-3.920387036,0.09828225,2.720421954,1.701633639,-0.071040213,-0.96264805,3.259328603,bad +297.0,-3.853828776,-1.86823305,1.41524288,1.591272878,-0.062191189,2.390216064,1.798356068,bad +2605.0,-0.991961517,-1.709689285,-1.439927254,1.341054779,1.250828142,1.360365448,3.387447604,bad +2766.0,-2.181376679,-0.541304118,0.207148915,2.838885768,0.328164624,1.425066661,1.487473202,bad +2997.0,1.284971642,0.849861715,-1.540319903,0.692405613,-2.28322062,1.396856784,2.801796005,bad +3210.0,-1.837120181,-0.029495946,1.403076051,1.582249104,-1.206133615,-1.79449251,3.201419042,bad +2841.0,1.480875623,-0.94083174,-0.27786532,2.074134985,-1.898656226,-0.327589598,0.958543825,bad +1553.0,1.228133935,-0.27837412,-0.018929023,0.849223048,4.325025535,-3.118162379,0.693524526,good +1613.0,0.11574871,-1.427963833,-3.180721747,1.058497894,-1.318697024,3.461465699,-0.924374191,bad +61.0,-4.67414092,0.797045882,-0.897212669,-1.393983171,0.492129797,3.201707789,-0.58628671,bad +280.0,1.407604717,-1.27403814,-3.740198128,0.637889095,1.148405803,1.561490156,-0.060036533,bad +289.0,0.489450916,0.377926104,-2.884146172,0.50974013,-0.167083939,2.295174418,0.427387406,bad +2079.0,1.109550502,-2.790130715,-0.32244415,1.797326115,-4.667150083,-0.25245425,-1.126932496,bad +2013.0,1.636526645,-0.331392898,-5.286588447,0.624402136,2.179352822,2.365220567,-1.377681864,bad +2770.0,-0.48080808,-0.274953374,1.71073011,0.902144594,-1.232410288,-0.744000285,1.002717725,bad +2198.0,-4.624721982,0.256553221,-3.986957075,-1.721884152,0.068653567,6.503375218,-0.918587296,bad +2980.0,-2.490614877,-1.743449778,1.512438903,0.197464764,0.262049147,-0.968833827,4.705961188,bad +908.0,-0.477195098,-0.563953679,3.055651672,1.079078944,-0.301910354,-1.203179955,0.97284771,bad +3720.0,0.019534348,-3.379991914,0.249238365,4.411003903,-2.640517151,-1.491505988,-1.597359527,bad +642.0,-0.151142464,0.150734746,-0.476624112,4.326437218,-3.065631815,0.528821689,-2.130460727,bad +2968.0,-0.198627327,-2.353435819,-5.271683657,0.241118137,2.626928727,5.135221497,-1.103758111,bad +2073.0,-0.396577114,-1.999882587,-1.20753401,0.483109256,0.057674238,1.387186382,-0.095012373,bad +3471.0,-1.370552293,-2.61157483,-1.75820626,-0.290133963,3.466107661,2.74215023,2.527526345,bad +3656.0,-1.527219302,1.658760833,-4.080014991,0.860941315,-0.974705665,1.51182187,0.422928552,bad +3794.0,-2.514741907,-1.150967215,-1.492608484,0.349839524,0.894063903,1.833297397,-2.645657128,bad +194.0,-2.937618954,-0.707787835,1.111767952,0.697300735,0.991532995,0.388504227,0.848923139,bad +1355.0,-0.87585013,-2.291565605,-0.461970756,1.602551235,0.310770903,1.69188047,-1.559336557,bad +3929.0,-2.459718265,-0.092113714,-2.267755132,2.287133033,-0.003068792,2.449857292,1.245359039,bad +710.0,-2.532791508,-3.123671509,1.117364292,-0.279016526,0.154359374,1.752811559,-3.755760233,bad +2237.0,-2.130262978,0.174759642,-4.645906324,0.682926691,1.107156576,3.909198899,-1.075780377,bad +1623.0,1.863796993,-2.746752556,0.88676729,1.410065996,-3.917206766,-0.762653476,-0.917775403,bad +2270.0,-3.76952255,0.377353428,2.823275668,2.978486222,-1.665853566,-1.740688833,4.157028537,bad +1016.0,0.209388633,-2.04750402,-1.248701084,2.054072106,-3.073830134,0.5649855,-0.909613055,bad +1718.0,-1.657334258,-1.311311117,-0.355286092,2.670952973,-1.40101998,0.618683383,0.044191872,bad +3995.0,0.059386435,-1.067408437,-3.714548659,0.473051652,1.697986305,2.244054722,0.137784369,bad +3101.0,0.45165868,-1.313035383,-2.434208197,0.071708563,-0.890501657,0.113731169,-0.232190647,bad +267.0,0.391502374,-2.231925032,-4.272946199,-0.252954061,1.472741626,2.700868622,0.236001317,bad +3191.0,-3.455867868,1.324931134,-1.186445338,-0.846702886,0.689681928,0.68201662,-1.453396762,bad +2344.0,-0.982920666,-3.102776576,-3.612113188,1.020610856,-0.000245441,4.887297371,-0.523976498,bad +2591.0,1.012013179,-0.344147509,-2.407845465,1.058490246,-0.474580603,0.889135537,-2.58188348,bad +2415.0,-4.784913782,-0.602437117,1.405474162,0.052517666,0.562505789,1.62012625,-0.965657546,bad +2631.0,1.792651291,-0.35959446,-3.347493742,-0.710611793,3.067666128,0.016204302,0.681981804,bad +844.0,-3.400132749,-0.985380212,0.018261124,0.93448081,2.549179978,2.95947032,1.565061386,bad +3968.0,-0.623133721,-0.096714319,-5.22627069,-0.603652309,-0.098712083,5.29496991,-0.703213729,bad +1558.0,-0.545592892,-2.922679324,1.049423304,1.374364161,-3.747002011,-1.79922924,-3.077711231,bad +3185.0,-0.703671021,-0.870704492,0.060564413,1.07055025,-1.846312559,-1.293248073,1.215772084,bad +1445.0,1.662117691,-2.818372854,1.266353556,2.46829373,-2.928958286,-1.31381251,-0.541750458,bad +2062.0,-1.621702992,2.119195275,-1.657404139,0.817748042,-0.984821766,0.230291598,1.501762219,bad +2726.0,1.673600972,-2.944650221,-0.808786918,-0.347025265,-2.738148845,2.044294982,-1.936085259,bad +3352.0,-0.141911268,-1.152842376,-3.636526228,1.57322056,1.5648673,4.200538397,-1.433368628,bad +883.0,0.316580405,-1.419342914,-2.793661703,-0.561515274,2.987417367,2.030202575,-1.256130956,bad +2533.0,-2.54893522,0.573118763,1.310391555,1.439321216,-1.119379123,-2.191951197,3.220223691,bad +2.0,-0.292023862,-1.351281995,-1.738429162,-0.342615928,2.838635512,-0.038033328,2.621636473,bad +2203.0,3.968753217,-1.730660517,-5.193295838,1.30957223,1.044069542,2.239637976,-0.844435863,bad +3813.0,-2.263264008,1.163362206,-2.768287355,-0.809678004,-0.335848166,3.420047987,0.630023525,bad +3406.0,-0.982356359,0.297004921,2.227891064,0.526645298,0.454336766,-4.182876999,3.905349775,bad +1086.0,-0.670604021,0.120199857,0.36261192,0.747603899,0.777548867,-2.264454118,4.17939151,bad +527.0,1.20678634,-0.508979201,1.736206944,1.301010753,-0.556148589,-1.332051678,1.009155619,bad +3620.0,-4.90039376,-1.68614801,1.897961246,1.443063785,-0.261357195,2.294371088,1.503667484,bad +3579.0,-0.491808951,-0.034896618,-4.408895217,2.996397173,0.170094807,1.823366439,-0.26541206,bad +703.0,1.106745865,0.367475602,-0.525265842,2.16808085,-2.019267894,0.072109686,2.862160014,bad +3461.0,0.392399322,-1.768947582,-3.520032851,1.771003151,0.023679912,1.888192916,-2.615350549,bad +1027.0,-0.267140934,-3.384006852,4.079122898,2.317536273,-1.937529179,-2.740641238,-1.96567694,bad +727.0,-0.095512382,-3.142715263,-3.770586596,0.349588686,1.954212581,3.927793628,0.73058333,bad +1439.0,0.012611205,0.348714561,0.193004805,-0.134781289,-0.198722363,1.213644879,1.622219956,bad +3423.0,-1.728966019,-0.200063229,-0.367299436,-0.281672945,-0.773343649,1.562823205,-0.282558364,bad +3342.0,-1.052251562,-3.275731516,-1.498742029,0.303527884,0.081703617,2.455966268,-4.412881167,bad +1065.0,-3.193771996,2.130105726,-0.247501191,-2.620954157,4.226314433,4.59034704,1.529106684,bad +2977.0,-1.661266138,-0.51612929,-1.100306462,-0.251146092,2.521782096,-0.529969803,4.207055592,bad +2449.0,-1.763818073,-0.88671809,-0.088733995,1.73953074,0.680226695,0.69054416,2.5054737,bad +2475.0,-2.779781776,-1.456217016,-0.94383564,2.319533872,1.313009926,3.181730586,2.724627734,bad +3870.0,-2.287735912,-1.827261033,-1.487680672,0.060518219,3.199844886,2.187911184,1.222003358,bad +8.0,-3.867632233,-3.734513576,0.986429067,-1.20765455,2.292872919,4.080920787,-4.871904758,bad +2436.0,-1.00546819,-1.182540427,-1.238056262,0.553497265,1.36718342,1.915298727,-1.750481108,bad +885.0,-0.198735513,-2.063500805,0.563590169,1.26890362,-1.865621017,0.173999543,-1.02428096,bad +2914.0,-1.688580989,-1.766127996,-2.873939166,0.605564447,-1.116731368,0.252804418,-5.103210963,bad +3633.0,-1.017692212,0.806514438,1.131862001,2.677221643,1.181504985,-0.972329056,2.181118542,bad +980.0,-0.406506734,-0.437559455,-3.781863088,-0.576977194,2.942047656,2.842255432,-0.272164508,bad +1716.0,0.644190014,-3.054138276,-2.733922134,2.096807708,-1.999291701,0.921604931,-3.255799747,bad +1132.0,1.533989948,-3.797470264,-0.638919511,1.761017756,-2.654441681,0.764131352,-2.403407092,bad +1816.0,-0.615630396,-1.958213438,0.776336804,0.580399266,-1.557716279,1.666101105,-0.043227512,bad +2144.0,0.155710034,-1.449870396,-3.619583428,-0.488881607,3.142917445,2.725126311,0.240346626,bad +2421.0,-1.9697576,-2.089268533,2.437096876,2.397509542,0.325860192,-0.408155617,-0.833616032,bad +1202.0,-2.336503631,-0.405097474,1.364606675,-0.800631969,2.657240094,-1.812021515,3.889340641,bad +3888.0,-3.347526566,-0.658126237,0.305821114,-0.177416906,2.042146386,-0.390283345,2.604484205,bad +250.0,-4.401879009,-1.880835494,-0.18552821,-1.155767962,1.51741081,2.435939123,-4.663497109,bad +3207.0,-3.010789725,-0.639898416,-2.456270868,-0.728440694,0.553475726,4.755782119,-0.827880576,bad +2248.0,-1.885163654,-1.8792915,-2.436200191,-0.25342798,1.921175237,4.025957709,-2.545404117,bad +2810.0,-1.952355837,-2.334649835,1.009871062,1.460250188,1.372605121,1.579299527,0.021318706,bad +434.0,1.222096386,0.303504841,-1.982635477,0.965516707,0.819295466,-1.363117743,-0.145661877,bad +234.0,-1.50483579,-0.60984849,-1.535147411,1.821917704,-1.006640427,2.052719703,0.53068575,bad +2633.0,-1.702805635,-0.9829416,1.683177037,2.360648269,-1.154850224,1.481467282,2.68483651,bad +2687.0,1.71377231,-3.247276583,1.492486574,0.465715945,-0.454654045,-0.147997262,-2.47195567,bad +1598.0,-3.12002204,-2.34091601,0.716613666,1.501953081,0.324865566,2.277847865,1.723307547,bad +3690.0,-0.05330966,-0.450788314,-0.046452614,0.70069933,1.640553202,-2.093953123,3.592090472,bad +2406.0,-0.798666414,-1.249804845,-1.937469648,1.538208658,0.323593495,2.761658179,1.428455306,bad +3827.0,1.167294799,-3.367665433,-1.212393907,1.975573574,-3.05134541,1.434680904,-1.384707721,bad +3528.0,2.509492887,-1.462284095,-5.027305773,0.872108034,-0.257888163,2.322183456,-0.207245857,bad +1095.0,-1.329334503,-0.884329634,0.555107611,-1.757294356,-1.231742261,2.766071821,-1.488721191,good +1175.0,0.087577087,-0.274182776,2.016603624,-0.402174733,4.107583543,-3.34677381,3.991479474,good +1281.0,-0.782699379,-2.636618844,-2.195282572,0.398295827,-1.502894786,1.09041872,-4.575521131,bad +3373.0,-0.542642475,1.188660038,-2.618001759,0.48740168,-0.900953302,0.747661723,0.282464485,bad +3937.0,-0.206441389,-0.291952423,-4.774955471,2.865700766,-1.921259374,3.387468279,-0.229714061,bad +976.0,2.886356175,-2.892565055,-5.958315347,-1.051182032,5.915578869,2.007149325,2.700550217,bad +1289.0,-0.01470134,-0.229602073,-1.446877276,0.232657818,-0.477786275,1.299358042,-0.366087423,bad +1975.0,-3.561546689,-1.350700443,2.520922891,2.384896118,-0.643283894,-0.115916744,1.303473702,bad +1537.0,-1.419314255,0.214028072,-3.330630021,-0.602418218,-4.48698161,1.760901209,-0.762112528,bad +3862.0,-0.176031042,-0.38774258,-3.019427506,0.965269897,-1.967858609,2.088537845,-0.050037559,bad +2053.0,0.302576134,-2.011766605,1.900143092,0.53308974,1.703285297,1.261360049,-0.449605316,bad +1140.0,-0.097817579,-1.749790873,0.105745292,1.17334842,-2.867315063,0.48788545,-0.364658365,bad +813.0,1.666354406,-3.521163155,-3.208839842,1.834060148,1.008371578,0.487534028,-0.46500337,good +3446.0,-1.021611567,-0.922129608,-1.368790459,1.51939121,0.340209416,1.273812043,0.486558229,bad +859.0,-0.439465957,-1.054024458,1.611051597,0.542554963,0.657318402,-0.911034624,-1.336415136,bad +602.0,0.440097677,-0.536274042,-0.854270771,0.160994771,-0.049758099,3.081594887,1.334893586,bad +120.0,-3.835874261,-0.838795598,1.412859983,2.251267651,-0.343720948,0.946562081,1.66131914,bad +3292.0,-0.991445728,-3.005212963,-2.63099777,-1.783797928,3.089309138,3.375042071,0.60485971,bad +750.0,2.28939051,-1.708811464,-0.828780567,3.015667814,-3.718843645,-1.36673699,0.254018717,bad +3948.0,-2.576074317,-0.412263888,0.423857954,1.06748333,0.149400357,1.331708104,-0.071538203,bad +1615.0,-0.142934544,-0.306921063,-0.428423468,0.170553841,-1.842671307,0.910788276,0.442710961,bad +1794.0,-0.85260778,-2.40937677,-4.204689839,0.284769457,-2.557982346,4.092179418,-2.878008873,bad +3597.0,-2.980468841,-2.408950137,-0.781806478,2.80575129,1.012393879,4.778509976,0.821488579,bad +585.0,-2.824673615,-0.676215564,-2.058004805,-0.024300105,0.70355478,4.537926666,-0.221104798,bad +659.0,-0.140942703,1.09209304,0.269282516,0.584293598,1.540495566,-3.2635871,0.526873773,bad +1505.0,1.554355711,-0.207133256,-1.542193574,1.114184411,1.266529561,0.048257179,0.472938272,bad +2942.0,-1.038916701,-0.707595131,-1.943050206,-0.371585947,-1.612993672,2.083837167,-1.375301757,bad +2082.0,1.223932556,-1.578319,-2.496060409,1.978215753,-0.999783719,1.465061575,-1.494874657,bad +1069.0,-1.090186609,0.376934444,-2.759203843,0.645653472,3.195249541,1.435176416,0.859575031,bad +2134.0,-1.477334939,0.59828092,-3.958936412,1.108406414,-2.308383452,1.971056762,0.200554236,bad +767.0,-0.129844431,0.404794761,-0.50159161,-0.459808117,2.756893652,-2.082683625,0.243968297,bad +3335.0,-2.429393276,-0.072492924,0.675312577,0.6567841,2.658558184,-0.018457088,1.42771444,bad +2183.0,-0.665620915,-2.231718194,1.319768985,0.581922393,-1.235713678,0.633911223,-1.161427669,bad +2701.0,1.079799917,-0.988307049,-0.411346386,1.814925328,-1.571417811,-0.689969668,0.549905438,bad +1227.0,-0.916952492,-0.950611853,-0.256108011,0.484719289,3.902784978,-0.301516551,1.892157515,bad +2745.0,-4.703583248,-0.233748205,1.500172212,0.374014909,2.33645078,-1.571268893,6.348869952,bad +3605.0,-3.113513623,0.534318213,-0.359147815,1.460500509,2.077844049,-0.118129916,-1.141635635,good +1064.0,-0.536626774,-0.392359184,-0.599253443,0.453529876,0.793828473,-0.225256194,1.217177815,bad +978.0,-1.745117226,-2.074040424,-0.430170272,1.386735918,2.482312367,1.441093641,2.97738182,bad +1365.0,-1.973096645,1.731856779,-3.32200278,-0.698491334,-0.610942373,3.563733566,1.426287521,bad +371.0,-2.485168696,-1.009283719,-4.66095149,0.47823593,-1.340586966,4.170449393,-2.090361332,bad +1045.0,1.180684457,-2.421924951,-0.852580576,2.409147443,-3.602378483,-0.806212815,-1.416347007,bad +3643.0,-0.491633391,-0.602562968,-0.206738132,0.906869069,2.235162841,-0.902593416,2.926372989,bad +2185.0,-3.920566819,-0.313419166,-2.418484332,-1.320245912,-0.681633858,3.743094827,-2.269809075,bad +630.0,-0.807361964,-1.075166759,1.681408481,1.122940771,2.564610737,-1.535371539,2.943281752,bad +1866.0,-2.496917867,-0.203405436,0.580432387,3.314877978,-4.182210626,3.550163802,-4.950918747,bad +3223.0,-1.941595223,-0.253941447,0.179096774,0.585305555,0.266427133,3.550085296,2.434947598,bad +1166.0,-1.346614238,-1.262771123,0.383208103,-0.219119223,-2.547747984,0.792741462,-1.052173301,bad +2887.0,-1.314979587,-0.335751571,1.399074734,1.743668333,-2.625290099,-0.54164893,-1.721968946,bad +856.0,-3.274338775,0.212383753,-4.089663305,0.52718621,-2.716781477,0.826576671,-2.924449787,bad +3045.0,0.923390881,-0.887100649,-1.802853232,1.918978558,-0.357687583,0.555588822,-0.37351141,bad +3989.0,-2.282625068,-0.225516825,-1.69852417,0.936854691,-1.385481004,3.249894187,1.047021307,bad +3245.0,-2.075526622,0.930244735,-1.116749954,1.947498439,-0.375493057,-0.830434881,-0.15793634,bad +3522.0,-1.562730541,-1.248686785,-0.127256543,-0.200353104,4.489207368,0.532332799,-0.506908778,bad +2167.0,1.931473554,-0.322816607,-2.582809534,0.634081671,0.813084086,0.786990756,-3.261756459,bad +712.0,-3.900710623,-1.295270791,-0.882283558,2.53104502,-0.866996586,2.692471885,3.616898168,bad +3012.0,-2.34896203,-1.494003637,-0.145984118,-0.083063385,-1.701186597,3.296392015,-0.104389292,bad +1714.0,-1.732414015,-0.26666123,-4.96352506,0.565701634,1.058149365,3.363087046,-2.491870668,bad +3993.0,1.520142496,-0.352622763,-3.206467364,1.341719009,0.67556807,0.107093121,-0.945080106,bad +3815.0,-2.252233369,0.194034032,0.878376528,0.846849517,1.62142039,-1.119036794,3.825229936,bad +545.0,-0.264935562,-0.623333223,-1.731227251,1.366688546,-1.781640647,1.123858306,-0.205165577,bad +2012.0,0.113910605,-4.077218074,1.572995243,0.961492299,-1.384921189,0.4959419,-2.870237493,bad +2611.0,-0.408330803,-0.295654204,-2.009991509,0.513459875,-0.813593278,0.551774191,0.683851588,bad +2081.0,1.637304029,-1.26337978,-2.504234279,2.175048438,-1.618213406,0.743970264,-1.014262058,bad +2767.0,-2.596229438,0.62915345,2.885897542,1.54810316,-1.400055584,-2.251373139,1.496261501,bad +2604.0,-0.446196507,-2.524046646,-3.290392052,0.456225621,2.693585458,3.359012021,0.894756027,bad +2692.0,-1.336614769,-0.953664344,-0.335851672,1.314613381,0.885873038,1.376948966,0.643951904,bad +72.0,0.562851227,-1.827989146,-4.622243679,-0.32573547,2.578804915,2.481541376,1.152768549,bad +2561.0,-0.635269137,-2.671118033,-1.942208154,0.779932972,2.417681304,2.099233772,2.095870617,bad +2260.0,0.471371607,1.959783857,-2.666020604,1.536069896,-1.871499074,-0.872589878,1.634416382,bad +298.0,1.137548388,-0.312700661,-1.40331843,0.531703456,-0.584180107,-2.711620839,2.720059239,bad +3201.0,-0.854770543,-0.967949043,-0.954626554,0.707906164,-0.145046823,1.798923073,-2.290337606,bad +116.0,-1.051734165,-3.067908145,-2.904858823,-0.622345331,3.705094866,3.241975298,0.639425812,bad +3671.0,0.946689459,-2.081213324,-0.111165921,2.136934946,-1.980891217,-0.782724507,-0.994363844,bad +1400.0,1.11514795,0.174716415,-2.742140262,1.191594835,1.538984606,0.045979716,-0.221227947,bad +2442.0,-0.038432816,-0.066770252,0.655297197,-0.15156905,1.432518508,-3.565192323,2.302842585,bad +1314.0,-5.015906139,-1.95026027,3.213235443,2.778096614,0.831640398,0.039786534,3.597187215,bad +3059.0,0.224286836,0.30939625,-0.272196909,1.335201357,-2.086991224,-0.682313747,1.241980192,bad +1460.0,2.215098167,-1.099341276,-5.548641056,2.028464889,-2.620135894,2.745120048,-0.225686776,bad +2924.0,-0.983968566,-0.674530011,-1.325807187,0.156124206,1.965410725,1.399194442,0.76256805,bad +3505.0,-2.251848066,-0.167769259,-0.073715424,1.639973659,0.505095592,1.747491356,-0.299899373,bad +5.0,-3.425399755,-1.409082204,-1.913511195,-0.555774864,-3.85307147,1.914615916,-2.981523169,bad +2047.0,-2.493141863,-2.4383657,0.709133346,0.462362112,-0.888791201,0.528669242,-3.235766411,bad +931.0,-1.476159999,-0.320603978,-0.424914108,0.313640904,1.135044969,0.919930371,-1.361351188,bad +2796.0,2.30265332,0.006486858,0.424283565,3.784722413,-4.559267753,-2.745121269,2.423539068,bad +2903.0,-1.922402855,-1.633456782,2.072286341,-0.05387891,-1.369923712,1.32431455,-0.127804206,bad +1311.0,-3.493788147,1.059958508,0.570133362,-0.483622993,3.338799225,-0.600853805,-1.563236348,good +938.0,-2.268914775,0.350618595,1.023267026,0.000145975,1.019194058,-1.322799372,-0.022774534,bad +2779.0,-3.197598123,-2.661838772,2.393405069,-1.525591325,1.656315484,3.576079637,-1.946933753,bad +161.0,3.256911049,0.976144038,-0.403344001,6.2978733,-4.283277957,-5.864598918,3.499264098,bad +226.0,0.585207822,-1.480399294,-1.530431723,1.59253166,0.2212905,-0.046626258,1.508887162,bad +633.0,-0.202374841,-0.594788846,0.3639094,0.899560115,1.548777068,-2.004959237,2.990700053,bad +3777.0,-2.307982611,0.711822127,1.07760561,0.836616349,0.777547378,0.506659649,-1.326927462,bad +3795.0,-0.096732525,-0.778446101,-2.20105976,2.195875295,-0.888499114,0.383811914,-0.70532865,bad +3307.0,-1.561175378,-1.003403528,-0.177572787,3.168429813,-1.721205206,2.084304622,0.599425465,bad +2619.0,0.884917783,-0.523464577,0.558704461,2.036824282,-1.626659543,-0.17503158,1.783110374,bad +3716.0,0.214291389,-0.701338673,0.408814829,0.778462481,0.927361115,-1.54708877,1.495648024,bad +869.0,-0.971714995,-0.202241322,-3.069909226,-0.002042764,-0.516062475,3.160649884,-0.524903868,bad +2705.0,-3.013930597,-2.124815524,-1.216383517,1.796155262,-0.434782869,2.66586226,2.719665829,bad +1753.0,0.184761262,-3.141016491,0.97788226,2.190711935,-0.49757596,-0.809477794,-2.814901901,bad +2139.0,-0.601344922,0.652419419,-0.924715005,1.870702994,-0.862522623,0.858215897,2.199468715,bad +1777.0,0.812168213,0.026105061,-1.078912495,1.414684698,0.057750458,-2.101524746,0.794783487,bad +946.0,-1.769068506,-1.490856125,-0.414663062,0.323572213,-0.778968665,1.591536266,-1.507770861,bad +1034.0,-3.965589181,-0.493043848,2.152553894,2.134582645,0.051290269,0.846337254,1.901277095,bad +696.0,-0.632413036,-1.626405702,-2.042109019,1.985253507,-0.47050198,-0.005982958,-3.024115524,bad +2074.0,0.876894343,-0.900903692,0.373229025,1.062839806,-3.230269148,-1.771602296,-0.550514699,bad +720.0,-2.828707352,0.864626494,-3.149638826,0.005376275,-3.261025914,4.171440258,2.102061885,bad +3366.0,-1.909341249,-0.709309168,1.275945101,0.458010481,-4.513731324,1.385947526,2.236754113,bad +2662.0,0.53877598,-4.334066961,-0.515159177,0.157783307,-5.551168332,-0.360176206,-4.904935908,bad +1154.0,-0.874896299,0.011822651,-0.537831671,-0.586203463,2.127164625,-3.426365031,6.13106252,bad +1049.0,1.330044421,-0.790754642,-1.283551417,3.536156118,-5.814307615,-2.079250298,1.387407917,bad +3463.0,-1.239651457,0.36606138,0.807625151,1.972593022,-0.185774444,-0.530325324,-1.354379192,bad +1242.0,-1.661675826,-2.046503062,1.485181834,-1.047285191,-1.814196382,0.318409263,-2.77866477,bad +1635.0,-1.333447032,0.26797796,-0.163473966,3.302050197,-1.782411805,1.754451705,0.703823703,bad +1416.0,-4.014325899,-1.640122355,0.275667804,-0.385111546,1.903509843,2.589518396,-3.072402945,bad +964.0,-2.001123151,1.60274403,-3.244801938,0.584508393,-3.101521977,0.967394403,0.602466039,bad +3332.0,0.963711311,-0.186028867,-1.403153995,0.906509406,-0.994087228,-0.044597397,-1.661294173,bad +3034.0,-1.14932882,-0.268538917,-0.306435319,1.210006374,-0.527831516,-0.405037647,-0.782556409,bad +1509.0,3.104959013,-0.992530811,-2.083382497,3.240998802,-2.214554097,0.153248959,1.472535448,bad +2782.0,-3.044406496,-3.321535107,-2.379082597,-0.326562732,4.54957557,3.854801169,3.767958209,bad +2829.0,1.158013134,-1.190359108,-0.897678285,0.749509201,-1.872371005,-0.8293506,-1.752809114,bad +1654.0,-1.924684143,-0.481092628,1.244390481,2.320035719,-2.890465121,-2.095219002,0.206405898,bad +3748.0,0.625605596,-1.200929107,-2.874731627,0.431195818,3.157479239,1.889707544,-0.101481348,bad +2276.0,-2.2051038,-2.963374173,-0.461295008,2.345019483,1.720931319,2.75898409,2.589351111,bad +1125.0,1.057962295,0.248017513,-1.842699028,2.497554107,1.083571384,1.18973283,1.702742816,bad +494.0,-2.025038956,0.617574842,-2.354572134,0.55135742,1.62299779,2.483067602,-0.155858708,bad +2065.0,-0.007440284,-2.044055725,-3.74941026,1.002636329,-2.526519517,2.465675722,-2.37639469,bad +1318.0,-2.918443665,-1.02065579,-1.721626587,1.309935384,-0.442591863,5.066804156,-1.02746287,bad +2836.0,-3.549489477,-0.976954215,-2.239476802,0.001589941,-2.469423873,2.354201393,-2.141371139,bad +3353.0,1.241924227,-1.406933194,-2.660403572,1.484719716,0.954246851,0.25389299,2.039177066,good +1895.0,-0.320493374,-1.188782253,-0.23538073,2.217147282,-1.183967144,-1.254941382,-1.632354203,bad +1674.0,-1.132557682,-0.462099742,-2.043910543,1.561229857,-3.717128152,0.492360966,-0.201099027,bad +3103.0,-2.822616736,0.375348605,-0.26998543,3.01385744,-2.198989531,2.905699549,-1.016811874,bad +2470.0,2.200067918,-0.409745976,2.419940671,-0.189508486,2.907596425,-1.872339123,7.193374375,good +1226.0,1.915729823,-0.437225779,-1.954513986,2.937397006,-1.998594481,-0.004191505,1.543986894,bad +123.0,0.695632239,-1.669059782,-1.442125181,2.189043678,-2.767055359,0.764050341,-0.12163975,bad +1515.0,-3.137630759,1.297003108,-1.107131976,-0.118946447,-1.450762919,1.852000901,1.243595847,bad +2197.0,0.905023916,-0.614958583,-0.252101135,0.612676885,2.457078051,0.052657308,-2.492708194,bad +2460.0,-1.204352153,-2.990568901,-2.339026072,-1.368078407,1.068931692,4.645671754,-4.559664683,bad +2017.0,-0.922571016,-1.977241857,3.45111512,3.809665715,-4.929679162,-5.611399924,-1.094247351,bad +3578.0,0.000305633,0.239963341,0.732234161,2.56172321,-1.573331581,-1.266561987,0.267861555,bad +2239.0,-2.244004187,-1.23310486,-1.746307313,-0.973217303,-1.834335577,3.342083251,-1.888234231,bad +2690.0,-3.394366903,-1.414298254,-1.312896644,1.102758093,-0.103618875,3.000842977,0.922163803,bad +3238.0,-2.564935252,-1.54168123,1.628078637,0.830584429,1.628192068,-0.573444885,4.072019984,bad +1658.0,-0.377567852,1.11819649,0.429447967,2.384569629,-1.249721644,-0.302082415,-0.687521898,bad +1096.0,-0.930772193,-1.130286058,1.215034583,-0.592831471,-1.575230997,0.259948342,-1.200659973,bad +620.0,-1.101070039,-1.92838726,2.487759679,0.447987727,-1.069122939,-0.007834618,-0.651893154,bad +1214.0,0.040472361,-1.633222097,0.315512495,-0.601401774,3.664472666,-1.831720401,3.404747277,bad +3693.0,2.120291411,-1.063668331,1.514873772,0.452446875,2.315999673,-0.230587543,-0.155481559,bad +3208.0,-2.040775186,0.404061766,-2.528924654,0.374761343,3.000332571,2.466241409,-1.267032978,bad +2648.0,-0.874039998,-0.962202731,-0.286629621,0.438800147,-1.683865766,0.029899352,-1.413254569,bad +937.0,-1.848506502,-1.762635081,-0.935232191,0.303709041,-1.094395254,2.633336734,-1.474869921,bad +3008.0,0.655191069,1.327015645,-3.363186041,2.936746879,-0.248973535,-0.520331611,0.999308201,bad +154.0,-1.686955832,-2.204779193,0.521074661,0.700608712,-1.900296944,0.541469431,-2.179682618,bad +1563.0,-1.87187485,-0.233304283,1.115992715,-0.305702292,-2.166264901,0.999810482,0.811045605,bad +178.0,-3.075078731,-1.516497512,-1.668607355,0.17190714,1.103576195,3.378228149,-0.001593958,bad +3319.0,-2.894795693,-1.649702587,1.820986308,2.706713255,-0.484924511,-0.581211313,-0.771607308,bad +2357.0,-3.206681896,-1.716681267,-0.082223498,1.22756513,-1.268323477,0.676231709,-2.450416593,bad +1508.0,-4.582008035,-0.690927205,2.54853632,1.581516514,-0.945479441,-0.211552346,2.345164631,bad +2747.0,0.306668641,-0.74368876,1.136883771,1.260162577,1.445847734,-0.621493705,-0.93849036,bad +1756.0,-2.160043171,-0.505209918,-1.273400685,2.283967672,0.429886097,1.64634029,1.663726188,bad +2291.0,-1.092104469,-2.319824263,-3.241269472,-0.615612564,3.810939232,2.543286344,2.563835795,bad +3411.0,-2.120911484,0.645851923,-2.41137588,1.605659766,0.231259413,1.785404174,0.355960178,bad +10.0,-2.69933629,-1.329506988,-1.418506853,-0.625545768,2.371074371,3.403164523,-2.810808169,bad +2645.0,-0.863032499,-0.349711418,-1.16755233,2.901152919,-0.073192536,1.42795157,1.040265446,bad +1977.0,-2.688513327,-0.069366586,0.120966831,2.607860708,-3.383996159,2.086026546,-3.547965513,bad +594.0,-1.263806137,0.399645379,1.686488994,0.322649272,0.43191545,-1.133985409,-0.067312574,bad +3754.0,-0.034491468,-3.606194383,2.601699328,2.882483333,0.29195067,-0.292868579,-1.394184455,bad +2396.0,1.609033248,-0.766501159,-2.976002286,1.438299938,0.937640946,0.267792074,1.283893863,good +1831.0,-0.956354026,0.990503736,-2.189060121,0.758419861,-0.612462867,0.660521787,0.119975723,bad +2528.0,1.198297206,-0.612413596,-2.704168006,1.728538891,-1.299401919,1.253162051,-1.81845168,bad +935.0,-1.904698829,-2.763748946,1.204186724,2.444800877,-0.761010968,-0.591908381,-2.350263746,bad +913.0,-1.423470887,-0.205003694,-0.023427374,1.218013103,-3.133455532,0.631300209,1.367064815,bad +1392.0,0.564728797,-0.27786243,-1.065537198,0.415566208,-0.740539942,1.260898375,0.502034477,bad +1540.0,-1.75629689,-0.361276245,-2.27820786,1.54495345,-0.076513789,2.609788459,0.024892579,bad +3127.0,-0.832486555,-0.010199411,-1.136710849,1.848597948,-0.713603806,1.769003806,-2.301153993,bad +1163.0,-2.34425727,-4.028971635,0.283568222,-0.518436981,-0.543546687,2.687180088,-4.92196266,bad +233.0,1.29829612,-0.333265511,-1.853063716,-0.055402475,3.748343007,-1.126858125,-0.486259057,bad +3966.0,-0.133002619,-1.138501594,-1.023725003,1.417583542,0.866956219,0.31366528,1.262024005,bad +2362.0,1.435789704,-2.259885098,-1.584403389,1.229457524,-2.164487386,0.791142963,-1.79884063,bad +513.0,-0.549889843,0.101255741,-0.818701575,-0.294353768,-0.463337122,-0.14580505,-1.346727343,bad +690.0,-4.041377779,-0.091098329,3.038879655,2.128703735,1.489011707,0.019624634,2.473983711,bad +1736.0,0.837398282,-2.654211656,-1.325470018,0.162221211,0.288435564,-0.187760734,2.949225886,bad +3566.0,-2.901645744,0.287453836,0.52120402,1.875045229,2.15400696,1.206162746,1.499011058,bad +185.0,-0.307073326,-1.550695072,-4.76534958,-1.648888502,4.753762729,2.603039417,2.597690447,bad +2170.0,1.815654354,-1.400693764,-1.194499318,1.699903,0.876602364,-0.030886264,0.557724553,bad +1012.0,-0.373861901,-0.766067802,-2.417651619,-0.019789441,0.215198554,-0.588967865,3.543470082,bad +2579.0,-1.916705428,-1.773344523,-1.270688433,0.359605912,-0.236985675,2.497780658,-2.045905812,bad +3899.0,-3.475187656,-0.00836851,2.739370896,2.214044007,-1.820452923,-0.338397882,1.585767282,bad +347.0,-1.107686442,0.419847179,-0.784379937,0.489854092,4.140065941,2.333638481,-1.815198368,bad +359.0,-2.252408848,-2.923768893,-0.622918038,0.191839018,-2.615010091,1.274305092,-3.976483633,bad +3498.0,-2.867087757,-3.042309772,-2.100106156,0.361764088,-2.309304084,2.462184837,-4.260533274,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/info.json b/decision_making/daily/classification/Apple_Quality_B2/info.json new file mode 100644 index 0000000000000000000000000000000000000000..061594cd032cd189afdf78ebe43a94ad53166b97 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/info.json @@ -0,0 +1,66 @@ +{ + "name": "Apple Quality", + "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data", + "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": null, + "num_feature_value": { + "A_id": [ + 0.0, + 3999.0 + ], + "Crunchiness": [ + -6.055057805, + 7.619851801 + ], + "Juiciness": [ + -5.961897048, + 7.364402864 + ], + "Ripeness": [ + -5.864598918, + 7.237836684 + ], + "Size": [ + -7.151703059, + 6.406366899 + ], + "Sweetness": [ + -6.894485494, + 6.374915513 + ], + "Weight": [ + -7.149847675, + 5.79071359 + ] + }, + "cat_feature_value": { + "Acidity": "string", + "Quality": [ + "bad", + "good" + ] + } +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/info_mod.json b/decision_making/daily/classification/Apple_Quality_B2/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..ed172aa47e101eb167b3b86984fd1b74f7e122f3 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/info_mod.json @@ -0,0 +1,94 @@ +{ + "name": "Apple Quality", + "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data", + "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": "Quality", + "cat_feature_intro": {}, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit", + "Acidity": "- Acidity: Acidity level of the fruit" + }, + "evaluation_metric": null, + "num_feature_value": { + "A_id": [ + 0.0, + 3999.0 + ], + "Size": [ + -7.151703059, + 6.406366899 + ], + "Weight": [ + -7.149847675, + 5.79071359 + ], + "Sweetness": [ + -6.894485494, + 6.374915513 + ], + "Crunchiness": [ + -6.055057805, + 7.619851801 + ], + "Juiciness": [ + -5.961897048, + 7.364402864 + ], + "Ripeness": [ + -5.864598918, + 7.237836684 + ], + "Acidity": [ + -6.46098926, + 6.70139469 + ] + }, + "cat_feature_value": {}, + "columns": [ + "A_id", + "Size", + "Weight", + "Sweetness", + "Crunchiness", + "Juiciness", + "Ripeness", + "Acidity", + "Quality" + ], + "feature_columns": [ + "A_id", + "Size", + "Weight", + "Sweetness", + "Crunchiness", + "Juiciness", + "Ripeness", + "Acidity" + ], + "feature_types": { + "A_id": "numeric", + "Size": "numeric", + "Weight": "numeric", + "Sweetness": "numeric", + "Crunchiness": "numeric", + "Juiciness": "numeric", + "Ripeness": "numeric", + "Acidity": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/decision_making/daily/classification/Apple_Quality_B2/test.csv b/decision_making/daily/classification/Apple_Quality_B2/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..974553a25348463bb858d8f8c282dfca974ebc64 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test.csv @@ -0,0 +1,16 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +1967.0,1.30070502,-3.782508357,-2.517297769,-0.473818592,2.07225142,0.249530968,-1.94031386,good +3037.0,-1.377766738,-1.930203902,1.073826092,0.660535429,1.224800229,0.833628232,-1.998524116,bad +207.0,4.490970426,-0.329475368,-1.274028186,3.159289343,4.450735119,-2.135571344,0.268904126,good +1840.0,-1.943168085,-2.81966909,-1.754703383,-0.408436682,2.404233277,3.615822784,-0.675343239,bad +858.0,-0.928644679,-1.096734171,-2.570144912,-0.95699586,2.819405655,0.338450512,4.306908269,bad +254.0,-0.845554468,1.63692121,-1.39745862,0.20748258,-2.826069911,-0.210229378,0.196019372,good +445.0,-0.879061908,0.330725451,-0.253714396,1.771869032,0.765023954,-2.885655074,0.382914269,good +1489.0,-1.79013844,-2.883487577,-2.286722473,2.225203847,-0.703248983,3.738494175,-1.614855762,bad +2149.0,1.136051035,-0.295270112,-1.619187353,1.987419922,0.019736322,-0.840226087,2.568845781,bad +2334.0,0.611046549,-0.976546345,-2.349285088,1.173038849,-1.100054678,0.119111973,-0.799352658,good +951.0,0.02565221,-0.326161449,-1.239428425,-0.486801683,0.395589567,-0.127622496,2.477579568,good +1231.0,-1.745322249,-2.979970538,0.093208914,-0.84221055,-0.801427776,1.93038528,-4.369480739,bad +1835.0,-3.357510653,0.067642937,0.813438932,2.979557228,-4.217111053,1.819288791,-1.056070673,bad +574.0,0.389662204,-4.386919432,3.8699463,1.636602068,3.262054988,1.095093916,-1.022076896,good +3055.0,-0.660428075,-2.391390997,-1.426340004,1.477891955,-1.197527435,4.115822264,-2.14777319,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/test_001.csv b/decision_making/daily/classification/Apple_Quality_B2/test_001.csv new file mode 100644 index 0000000000000000000000000000000000000000..90dc5764db1c9628f462f446cc04629849f7ba31 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test_001.csv @@ -0,0 +1,3 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +1967.0,1.30070502,-3.782508357,-2.517297769,-0.473818592,2.07225142,0.249530968,-1.94031386,good +3037.0,-1.377766738,-1.930203902,1.073826092,0.660535429,1.224800229,0.833628232,-1.998524116,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/test_002.csv b/decision_making/daily/classification/Apple_Quality_B2/test_002.csv new file mode 100644 index 0000000000000000000000000000000000000000..79310ea3c6e41b822e8270f4a101d932dbebc1d0 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test_002.csv @@ -0,0 +1,4 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +207.0,4.490970426,-0.329475368,-1.274028186,3.159289343,4.450735119,-2.135571344,0.268904126,good +1840.0,-1.943168085,-2.81966909,-1.754703383,-0.408436682,2.404233277,3.615822784,-0.675343239,bad +858.0,-0.928644679,-1.096734171,-2.570144912,-0.95699586,2.819405655,0.338450512,4.306908269,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/test_003.csv b/decision_making/daily/classification/Apple_Quality_B2/test_003.csv new file mode 100644 index 0000000000000000000000000000000000000000..42647326d2202a5348a4217d3b3cbcdb4cb64243 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test_003.csv @@ -0,0 +1,4 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +254.0,-0.845554468,1.63692121,-1.39745862,0.20748258,-2.826069911,-0.210229378,0.196019372,good +445.0,-0.879061908,0.330725451,-0.253714396,1.771869032,0.765023954,-2.885655074,0.382914269,good +1489.0,-1.79013844,-2.883487577,-2.286722473,2.225203847,-0.703248983,3.738494175,-1.614855762,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/test_004.csv b/decision_making/daily/classification/Apple_Quality_B2/test_004.csv new file mode 100644 index 0000000000000000000000000000000000000000..4bcd404cbe485bd1b8d77b9374a2040f63208641 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test_004.csv @@ -0,0 +1,3 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +2149.0,1.136051035,-0.295270112,-1.619187353,1.987419922,0.019736322,-0.840226087,2.568845781,bad +2334.0,0.611046549,-0.976546345,-2.349285088,1.173038849,-1.100054678,0.119111973,-0.799352658,good diff --git a/decision_making/daily/classification/Apple_Quality_B2/test_005.csv b/decision_making/daily/classification/Apple_Quality_B2/test_005.csv new file mode 100644 index 0000000000000000000000000000000000000000..6a6b0f89eb286886f2419d4071e6a957d2b7cfcb --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test_005.csv @@ -0,0 +1,3 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +951.0,0.02565221,-0.326161449,-1.239428425,-0.486801683,0.395589567,-0.127622496,2.477579568,good +1231.0,-1.745322249,-2.979970538,0.093208914,-0.84221055,-0.801427776,1.93038528,-4.369480739,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/test_006.csv b/decision_making/daily/classification/Apple_Quality_B2/test_006.csv new file mode 100644 index 0000000000000000000000000000000000000000..54be0647e3b16ec4d770b1b3e175d7c03b03d1b1 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/test_006.csv @@ -0,0 +1,4 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +1835.0,-3.357510653,0.067642937,0.813438932,2.979557228,-4.217111053,1.819288791,-1.056070673,bad +574.0,0.389662204,-4.386919432,3.8699463,1.636602068,3.262054988,1.095093916,-1.022076896,good +3055.0,-0.660428075,-2.391390997,-1.426340004,1.477891955,-1.197527435,4.115822264,-2.14777319,bad diff --git a/decision_making/daily/classification/Apple_Quality_B2/train.csv b/decision_making/daily/classification/Apple_Quality_B2/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..9059fce619fa458c3ba281f380a96284400d77e1 --- /dev/null +++ b/decision_making/daily/classification/Apple_Quality_B2/train.csv @@ -0,0 +1,3987 @@ +A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality +0.0,-3.970048523,-2.512336381,5.346329613,-1.012008712,1.844900361,0.329839797,-0.491590483,good +1.0,-1.195217191,-2.839256528,3.664058758,1.588232309,0.853285795,0.867530082,-0.722809367,good +4.0,1.36421682,-1.296611877,-0.384658206,-0.55300577,3.030874354,-1.303849429,0.501984036,good +6.0,1.331605736,1.635955715,0.875974244,-1.67779794,3.106344455,-1.847416733,2.414170509,good +7.0,-1.995462096,-0.42895848,1.530643583,-0.742971676,0.158834003,0.974437858,-1.470125066,good +9.0,-0.727982709,-0.442820353,-4.092222827,0.597512917,0.393714261,1.620856772,2.185607723,bad +11.0,2.450959845,-0.564177407,-1.635040727,0.942399869,-2.08731667,1.214321691,1.294323927,good +12.0,-0.170811719,-1.867271142,-1.771844728,2.413155317,-3.094554738,-0.624884375,-2.076113997,bad +13.0,-1.345530536,-1.623701121,2.044143754,1.754812932,0.997567093,0.434179855,1.724026084,good +14.0,2.839580937,-0.344798192,-1.019797291,0.894580857,-1.300060883,0.58237862,1.709708209,good +15.0,-2.659887385,-2.795684208,4.230403587,0.697550395,2.180911101,-0.088775396,-1.083620788,good +16.0,-1.468951547,-1.950359588,-2.214372889,0.909758509,2.864448854,3.965955655,-0.558208683,bad +17.0,-0.074370177,-4.714749953,0.249767641,2.935319065,1.4097551,-2.643810206,1.250970347,good +18.0,-0.302364267,1.724395847,-2.442337223,3.465108479,0.449791675,-0.074362452,2.493781985,bad +19.0,-2.108049899,0.356467403,-1.156193279,4.326722517,1.561543116,-4.630174264,-1.37665721,good +20.0,-2.334589505,-2.943708903,-3.452627724,0.76239173,4.076462369,6.346445353,0.726775672,bad +21.0,1.177592782,-0.721654493,-1.387116215,7.619851801,1.069288382,-3.734805414,2.642948241,good +22.0,-2.423946222,-0.698500653,0.146030407,0.630106169,2.990560508,0.779472898,3.184188187,bad +23.0,0.135714199,-0.753756857,-2.196146456,1.039276088,0.580537553,0.227308777,2.086618541,bad +25.0,-1.299468393,-3.504792012,-1.129402004,0.555905383,-2.807550163,1.714630108,-3.846641823,bad +26.0,-0.300698281,-0.513603251,0.921006242,1.378172075,2.274746687,0.745336375,-2.93402889,good +27.0,1.999830964,0.669989798,-2.099615991,2.645818971,-0.989495892,0.373330128,-2.397691796,bad +28.0,1.44605205,1.656691823,-1.77752075,1.708962209,-0.341670322,-1.322439494,-1.158128067,bad +29.0,-0.595825477,1.53467991,-1.769318974,0.664501835,-0.432874451,0.800438687,1.64595436,bad +30.0,0.41049215,-2.260290059,-3.335948019,-0.285205194,-2.733844264,2.585985706,-3.036919711,bad +31.0,-2.560871547,-0.096411696,2.413774105,1.318293666,3.271688133,-1.797184556,-2.636844815,good +32.0,1.681662618,-2.981673805,-0.079805091,-0.947866387,3.034812556,-0.708611234,1.166970737,good +33.0,-0.588796035,-1.121987147,2.324295089,0.31193071,5.148739416,-3.351988405,5.560108693,bad +34.0,-0.034367939,-1.332805096,2.329101271,2.862758897,0.825239311,1.062672091,2.300330525,good +36.0,-3.061165273,0.837103637,-1.076638228,1.524738013,1.764140258,-0.05647271,-1.495112616,good +37.0,3.948113709,-1.634183083,-4.773780118,1.9316313,0.790539691,1.583097197,-2.478055932,good +38.0,-1.796718509,-3.469227293,3.685436759,-0.164140623,1.32029846,1.480109529,-2.292964433,good +39.0,1.286737909,-2.429524527,0.956133102,1.477542241,4.786375676,-3.382357404,2.519346925,good +40.0,1.196545025,-1.448104291,-0.921516758,2.005491286,0.404741482,-0.700778848,1.071129708,bad +41.0,-0.354190342,-2.024042534,1.36698489,3.233616169,0.992668519,1.525608545,2.740924761,good +42.0,-1.53860666,-2.747844387,1.844950057,0.491249069,-0.425815521,1.25976818,-1.680924092,bad +43.0,0.807854104,0.752707011,0.179226346,1.451582185,-1.611859169,-2.776274958,0.184905607,bad +44.0,3.930361392,2.754406492,-2.667949537,1.428248173,0.092761232,1.095793658,2.627274158,good +45.0,0.03347095,-0.044160963,-0.481202468,4.937209505,-0.609872897,-3.231504027,1.248791791,good +46.0,-0.487366694,-0.768805325,-0.779231515,2.025256619,1.477926984,0.267788073,-4.454570173,good +47.0,-1.387990181,2.738510761,-2.349216852,0.953438489,1.860715718,2.317309906,3.097818375,bad +48.0,-3.328571498,0.652576936,-1.424402957,0.727385379,1.576921347,2.57780352,0.650677868,bad +49.0,-1.107060152,2.261198229,-2.635197022,0.882264783,-0.02399536,2.218099369,2.865048371,bad +50.0,-2.938616815,0.524454917,0.802257441,-1.475930881,-0.336348939,1.43064807,-2.298875523,good +51.0,-0.411307683,-1.758595285,-2.213864776,-0.149535258,1.576184296,0.929197409,1.416983091,bad +52.0,1.343763324,-2.514417138,-3.461538942,3.841154192,0.280515139,-0.025436811,0.85622891,good +53.0,1.205450296,-1.783508474,0.652683061,2.442983435,1.34691458,1.115062157,-1.198656978,good +54.0,3.010344278,-3.423028629,-3.110977964,-1.543044507,3.567608188,1.696232599,0.445840404,good +55.0,2.032797084,-0.641021365,-2.409689916,2.936128289,1.675484552,-0.904588536,2.287350346,good +56.0,1.822657318,-0.545617297,-0.367820835,0.252983288,-0.789107409,2.135911779,-3.343955801,good +57.0,1.098486821,-1.020374176,1.211131183,1.260177674,-1.029902705,2.622737988,2.662547829,good +58.0,-0.479883026,-0.079195404,-0.843547042,3.049567607,3.663838119,-0.365698656,-1.473537531,good +59.0,0.833097732,0.449713632,-1.638548868,-0.63133803,2.830906373,-0.668860377,1.049428799,good +60.0,-3.464155339,1.352111148,0.458025722,0.892746743,3.129818456,-1.74467453,-2.204610725,good +62.0,-3.341493048,-1.355556544,1.433646684,1.722356677,0.112911807,0.68878842,1.619183695,bad +63.0,0.455312607,-2.382895446,-0.83742965,-2.36617514,-0.276460122,0.852335249,-0.031126053,good +64.0,-2.236188121,-1.174561063,1.482703478,-0.277161056,1.497598428,1.075731385,-0.936970586,good +65.0,-3.567897971,1.043742178,2.563399581,0.437276711,1.678518225,-5.313838222,2.071983608,good +66.0,-2.188932795,2.131754258,0.260841291,3.886048374,-3.196263115,-3.560593877,0.089512941,good +67.0,-1.569763886,1.059864965,1.518880096,1.666096276,3.068931353,-1.48035112,2.769458608,bad +68.0,-1.129060897,-0.257836171,-1.942238912,-0.020934662,-0.724138915,2.662111019,-0.112472887,bad +69.0,-0.399608624,-3.198174574,-1.250639262,2.909277682,-2.314037098,-0.231112054,-3.029392365,bad +70.0,0.610132436,-3.460818667,1.336759306,0.387451504,-0.136781229,2.988645551,-2.044768947,bad +71.0,2.354402289,-2.660270254,2.615415905,-3.291210248,4.604454116,-1.240117421,3.689580857,good +73.0,0.039413688,-1.137430244,0.477732329,1.656480571,-3.256232026,-0.503584221,0.528698798,bad +74.0,-2.159610389,-1.295959495,-1.732435214,0.080724492,-1.95961421,2.723039718,-1.47788311,bad +75.0,2.160591551,-1.608127507,-3.149539978,1.354258442,2.169308776,0.561455393,1.466043609,good +76.0,2.249782051,1.30681125,-3.362142903,-3.292343017,1.536373323,2.322693886,0.171703758,good +77.0,0.913367079,0.238227626,-0.86645313,0.411078967,0.777247078,-0.690557676,0.269081521,bad +78.0,-2.178068955,0.711060019,-2.723528183,-0.79461916,1.371632238,2.661669238,-1.43801903,bad +79.0,-2.1674624,-1.72966774,1.292344082,2.343027022,0.313248004,-0.90759004,-1.78744711,bad +80.0,1.906895248,-0.286557035,-0.642276275,-0.909686603,0.56727051,0.447676716,2.331284997,good +81.0,-2.451373743,-2.460445365,3.310559586,1.100072267,1.667256216,-0.01057985,-0.908360248,good +82.0,2.355047056,-0.805007082,-4.046869242,-0.621273549,2.721016877,1.403612449,-1.735117708,bad +83.0,1.41034947,-6.235107041,0.60667877,2.781526465,0.188419279,-1.655568486,1.787465613,good +84.0,1.75626858,-2.078246123,-1.347003072,1.570705713,0.205594839,3.33230319,-0.159879504,good +85.0,-0.490313544,-2.693594239,-2.262928126,1.408218703,0.894130314,4.097052626,-1.192975776,bad +86.0,1.889651879,-1.234884586,-2.003226871,1.618220275,0.360724332,2.712213587,0.124914362,good +87.0,0.523551092,-0.785293429,0.307177459,-0.773882387,1.220446256,-1.329702358,1.355485212,good +88.0,-1.44761768,-0.40082252,-2.015819355,0.519147662,0.92156357,2.63835347,-0.52902919,bad +89.0,1.288315468,0.118324055,-2.03989032,1.254207548,0.421780581,0.273822524,0.064352175,bad +90.0,0.516948121,0.643780506,-2.752877948,1.265938234,0.714290184,1.041064133,-2.967415983,good +91.0,-0.629540613,-1.16111198,-0.33009969,0.930469883,2.087489482,0.369549864,-4.560905342,good +92.0,-0.691713124,-2.431340292,-0.909663545,2.428320647,0.242079363,2.313575569,1.285942944,bad +93.0,-2.090430519,-2.261319641,3.822713915,-0.512140853,0.660595132,0.663423371,-1.714085315,good +94.0,0.097397568,-2.090139656,-5.018889094,0.173397255,1.524662353,5.278448329,-1.700396069,bad +95.0,1.372602617,-0.81619118,-1.138033248,1.948956568,-0.222231916,-0.561915322,1.65215817,good +96.0,-0.618111889,-2.131703542,-1.580025186,-0.195316309,3.625676756,3.259309401,-1.633641993,bad +97.0,1.80336603,-0.976044046,-1.54691943,0.926305296,3.13968117,-0.683222706,3.401455383,good +98.0,-0.201342768,0.579131757,-2.126035342,3.129284882,-4.401848909,-0.552627575,-2.249965831,good +99.0,-1.159324283,0.723172074,-0.040253594,-0.748296452,0.677957479,1.25184885,-2.146023387,good +100.0,-1.581378996,-0.759501459,0.135359641,1.881819633,1.998052361,0.729362217,0.286883321,good +101.0,-1.111426668,-2.084750358,2.519879958,0.918003904,1.377124216,0.937208835,-0.894186563,good +102.0,-1.921823652,-3.481362426,0.441475743,1.777523431,-0.283584197,0.82291936,-3.504485228,bad +103.0,-1.96733108,0.77615106,0.271438354,0.695994122,2.157869261,-0.070030044,-1.521261721,good +104.0,-1.572555914,-0.009042436,1.969436236,1.884461994,0.977655875,-0.655248809,2.127518998,bad +105.0,-0.426619219,-1.436843963,-0.660813891,-0.560818317,-1.871932248,1.269263936,-1.751339472,bad +106.0,-0.725181296,-1.447133711,1.840994287,3.086182479,2.229221836,0.555091226,3.040761752,good +107.0,1.307057369,-2.355362326,-1.47080157,-1.043470187,1.835902543,0.113930514,-0.055333999,good +108.0,0.137097813,-3.035084729,-0.440600718,1.444977828,-3.824202947,0.85011358,-1.611571284,bad +109.0,1.646001232,-3.027517619,0.250956223,0.965901296,-1.553907902,2.084908726,-0.474934654,bad +110.0,1.438906462,-1.219056994,-0.337509507,-0.394803416,-1.117118275,3.082653988,-1.746685633,good +111.0,-1.213074179,-0.24908012,-0.002478363,2.509596721,1.498529064,0.755573897,-0.362616748,good +112.0,1.051510414,-4.311975447,-1.399048336,-2.791214794,4.268753723,0.501451971,1.61098811,good +114.0,-1.712198696,-2.529664978,-2.066911436,0.443358568,3.54650754,1.021727292,5.170171939,bad +117.0,-1.447494934,-1.136977946,-0.836801233,1.932464027,-1.512099553,0.801874172,2.669102823,bad +118.0,-3.010134336,1.548268357,-0.568293032,0.209247169,2.317043914,-1.242233911,-2.727464441,good +121.0,-0.776404994,-0.116796706,-1.813091624,1.241549833,-0.577928389,1.3258787,0.224019932,bad +122.0,-3.202902826,-0.849827194,-1.106207159,0.473819325,-0.023440485,2.356287012,-1.590747921,bad +124.0,0.089707401,-2.249989911,-2.673620318,2.762214054,0.035969561,-0.903596811,-1.456133779,good +125.0,-2.229105842,-1.097255857,3.589921649,0.140221663,1.563118086,-0.161918178,-1.335152047,good +127.0,-3.715530466,0.002641572,1.683646065,0.094039461,3.192435018,-1.013795897,4.43608798,bad +128.0,-2.454612376,-0.386469591,-1.073484764,0.914051503,1.925401868,2.438000463,0.338913734,bad +129.0,-1.162845918,-1.416945478,0.440112947,2.653944392,-0.095678282,-0.95044423,3.145872884,bad +131.0,1.74387082,1.632728712,-1.279297479,2.758798983,-2.420213906,-0.214932142,2.064118217,good +132.0,-2.267533079,-0.995608169,2.254678222,-0.620752464,-0.772808023,1.336250891,-0.320548874,good +133.0,4.420781942,-2.547671341,-1.756285833,0.901810165,-0.41284149,1.987165436,1.613529813,good +134.0,0.132455297,-3.037876516,-2.464537418,1.619229919,0.300120344,2.110550784,-3.408117425,bad +135.0,1.482288925,-0.107158332,-0.746690054,-0.561767309,2.996683488,-0.907478278,2.288403252,good +136.0,0.019720454,-0.591226131,-1.739235973,0.001208279,0.695052559,-0.018453271,1.307264909,bad +137.0,0.263844265,-2.896271718,-0.157614476,-0.184619255,-2.848897253,0.40465954,-3.04217039,bad +138.0,-0.820988945,0.934444962,-1.336150538,2.18383263,0.632514819,1.420930219,2.434754044,good +139.0,0.031054092,0.563083299,0.380777887,1.308722315,0.317110162,0.435548896,-2.336331708,good +140.0,1.096306694,-2.511438246,-3.217207284,1.956905463,-1.502347429,2.892814192,-0.946008716,bad +141.0,-2.5046086,-3.10825316,-1.138621602,1.002183537,-2.206212956,1.81162049,-3.692780634,bad +142.0,1.259488062,-0.557897892,-2.578773172,-0.488970287,2.581218915,-0.232605116,0.489466669,bad +143.0,-1.081714895,-0.128446068,0.092911562,2.23528499,-0.550942521,0.300268219,0.638823121,bad +144.0,-1.117420987,-1.379325233,-1.274428562,0.484136657,1.478881722,1.372509488,1.721389057,bad +145.0,-3.570020052,-1.557671942,0.397887599,0.287215334,4.264960529,1.046411866,4.21395771,bad +146.0,1.348563992,-2.629308349,0.688814575,4.579679142,3.793939947,0.178613673,-0.414499767,good +147.0,-1.528953268,-2.205766019,2.315552145,1.345569372,3.644528254,-0.297462663,-2.386929328,good +148.0,1.460308911,1.892238181,-1.421187896,-0.421416349,0.514115397,0.231571255,3.38751734,good +149.0,0.375263094,-1.445870732,-1.181046758,2.601463324,2.827291819,1.732763933,1.60008799,good +150.0,1.187548188,-3.488738179,-0.024981539,1.056351322,2.167240994,-1.40784869,1.191130833,good +151.0,-2.462903545,-0.56298005,-2.128611939,2.105099597,-3.970096582,0.642830033,-0.268954307,bad +152.0,0.192116931,1.363093766,-0.10482675,-1.511940374,-0.659624142,2.737156973,-0.187720712,good +153.0,-3.807691336,0.218192462,1.47690846,-0.015662125,3.141111879,0.216348362,3.133728152,bad +155.0,-3.918492,-0.289518756,2.678073186,-1.298396226,0.766755063,0.360116105,-2.206017085,good +156.0,1.949866355,-0.78061046,-3.134467206,0.115946901,0.418511509,-1.729952765,1.378138082,bad +157.0,-1.875731895,-1.104573125,0.106934755,2.808359421,-2.198678855,1.81962532,0.099814677,bad +158.0,0.471148646,-1.879177608,-3.945108574,0.457821962,1.827044676,2.926514012,0.151744842,bad +159.0,0.008339314,-0.258309041,-0.589022384,2.216558601,2.347407105,-0.439727813,-4.797638853,good +160.0,-3.023822478,-0.847654554,-3.926479139,0.630642487,-3.392707898,4.042267742,-0.760862459,bad +162.0,0.60095618,-1.304680848,0.785337141,1.77135522,1.123839658,1.413786932,2.347861337,good +163.0,1.360929382,-0.96968507,-2.874481807,0.905055776,-0.131909036,0.135906234,1.612088232,bad +164.0,-1.338021204,-0.414034255,-1.038987796,2.193987982,0.339238297,2.055288914,-0.240021926,bad +165.0,-0.348624748,1.836154471,-0.191222937,3.549381795,-0.850150689,-3.651885426,1.656620737,bad +166.0,-0.915869276,-2.117531246,-0.722324515,2.038503324,-1.550706333,2.45530978,-2.058734686,bad +167.0,0.648402541,-0.597957787,-0.348551625,1.205653487,0.685866506,2.032251339,-2.212947993,good +168.0,2.21434852,-0.029326384,-1.643311119,3.375367909,-0.310931919,-0.733331668,1.010299062,good +169.0,-2.165809285,-2.176449345,2.300174059,-0.551487323,-0.902726119,2.76263541,-2.031178367,good +170.0,0.892740511,-2.570260056,0.686402779,2.202009135,-0.332587693,-1.84103477,1.402970488,good +171.0,-2.628903261,-2.051180555,-1.242758926,0.028318851,-0.47431424,1.340058514,2.258237957,bad +172.0,-0.125752474,0.024644668,0.003255809,1.456974463,-0.178901872,2.083774003,-0.131763548,good +173.0,-0.784981331,-2.564694602,-2.836161957,1.629181923,-0.846003106,5.548138248,-2.178990218,bad +174.0,0.268229651,-1.157147229,2.571969295,-0.329584616,-1.242081671,2.226250142,3.04163101,good +175.0,-3.005490261,-0.487316731,2.24018426,-0.952809122,1.930097417,-0.252653951,-2.337145932,bad +176.0,1.68387841,-2.242187311,2.246057204,1.356224587,-1.252226707,-1.720518508,-0.961003564,bad +177.0,-1.080276744,1.244658574,1.21506728,-0.812246149,-0.062306598,-0.277077972,-1.977000824,good +179.0,0.443371969,-2.637919054,0.319253124,2.622455078,2.551202269,1.188443399,-1.01323595,good +180.0,2.181240068,-2.280900032,0.471697078,2.992732794,-0.991189052,2.617760127,2.560803351,good +181.0,-1.618411896,-2.896226814,3.299581555,1.411916324,1.359808992,0.900346665,0.157979193,good +182.0,-2.555517069,-0.517085125,-0.931773343,-1.083535822,0.638363982,3.299071102,-1.136878191,bad +183.0,-2.456224718,-1.300668395,1.90372355,-0.329152285,0.640678341,0.325072927,-2.568301692,good +184.0,-4.968508091,-0.814306344,-0.481642861,1.81428028,1.347888899,3.772846884,1.951705686,bad +186.0,-1.62359989,1.667150674,-1.004611802,-0.173799019,-2.276911981,0.91422704,2.056639697,bad +187.0,-2.743304348,-1.214042748,-1.989254772,-0.650297674,-0.495183534,3.849168921,-1.865832708,bad +188.0,-2.65336393,-1.616297644,2.625948508,0.195550555,2.423620841,-0.194978796,-3.940779763,good +189.0,-2.684927932,-1.374554151,1.014252339,-0.083819478,1.661636915,2.814118944,-0.765000312,bad +190.0,-0.433011417,-1.473763868,1.062339037,0.988938696,0.219544502,2.118380707,0.924712224,good +191.0,2.924428979,-0.928250862,-4.66314002,-0.547998692,2.730188913,1.898161594,-0.237263801,good +192.0,-1.711440159,0.620783857,-0.733591501,-0.351416416,-1.095210862,1.754156022,0.859773406,bad +193.0,-2.133101288,-0.739687703,-0.748786782,0.474687947,1.771861564,1.257156655,0.260288653,bad +195.0,1.30099058,-1.285592981,0.443454862,1.216461107,0.411152616,-3.548540692,4.169748166,bad +196.0,-0.815840338,-0.301607054,-0.001498001,-0.384303701,-1.081998656,2.344492477,-0.493978613,good +197.0,-1.674179974,0.396477028,1.075878215,1.092842357,1.384085548,-0.199555485,-0.404406676,bad +198.0,-1.776972339,-1.877025092,-0.698024434,-0.246476001,2.475935508,0.0818841,5.011310465,bad +199.0,-3.976937188,-1.876774175,-0.103705872,1.482253754,-0.416406564,1.765280919,2.718979289,bad +200.0,-1.193551717,-1.484548885,-1.682801417,-0.255826272,1.888296732,1.369561333,1.640197921,bad +201.0,-4.389864451,0.185576339,2.327504128,0.949380586,2.207851054,0.288004605,3.761634732,bad +202.0,1.10364773,-3.016143154,2.019128766,1.746410622,2.761662424,-3.302013877,2.874555906,good +203.0,-2.840872316,0.358602795,-3.130451219,-0.184855661,-0.047626658,4.057415096,-0.157130678,bad +204.0,0.237405908,-0.743632082,1.892783174,1.366006813,1.26545143,1.023981506,1.095010268,good +206.0,-4.32795266,-0.870679378,-0.254843673,0.357468703,3.327595177,2.483676106,1.795992671,bad +208.0,0.944946387,-3.321490816,2.967918114,0.078198691,-0.965456653,2.648436337,-0.502763647,good +209.0,-0.96138762,-1.260524287,-3.246894069,-0.754798811,-0.243771259,4.2425723,-2.15334928,bad +210.0,-0.663819761,-0.801457205,0.024577009,3.526233012,1.78173561,1.010057321,0.9389107,good +211.0,-0.062355088,-1.324635095,-1.782416628,-0.346282538,-0.937751568,0.863851426,-2.835235275,bad +212.0,2.350002523,-3.968238891,-1.101896158,-2.52426432,1.596184873,1.786295441,2.141838373,good +213.0,-0.592137016,-0.062311514,-0.523055298,2.13743587,3.075803941,-0.347275147,-3.045678368,good +214.0,-1.12376402,-1.662628406,3.388158228,2.151275882,1.799548828,-1.995137818,-1.484347485,bad +215.0,2.611908541,-0.922059236,-2.196896271,3.533210216,-0.921278112,-0.015431999,1.617889109,good +216.0,-0.458837875,-0.936624637,-0.802757694,1.559549736,0.16766578,1.917121565,-0.348891561,good +217.0,1.566665946,0.868559307,-0.044273458,-0.716642918,1.768542663,-0.872781355,2.684720448,good +218.0,0.098974981,-1.534063659,-0.40387881,3.183796452,0.13800971,-2.544187232,0.28020656,good +219.0,-0.271070252,-2.515852845,2.342917722,0.699965346,0.356715611,1.941893883,-1.652992023,good +220.0,0.305715131,-0.481595147,-0.114756951,2.181975514,3.879569217,-3.675563415,1.76244588,good +221.0,1.759646182,1.687754544,-1.54410097,-1.89445092,-0.808630725,1.416235265,0.837999604,good +222.0,0.546615891,-0.900337395,-1.019420475,2.548862598,0.569765188,-1.564120354,1.913664613,good +223.0,-0.511163804,-1.647558803,2.070183589,-3.127340177,3.447141281,-2.435723268,1.182446876,good +224.0,0.62483913,-0.786826053,0.907733248,-0.350257037,0.653573382,-1.480451415,2.569365201,good +225.0,-2.002139587,-2.625820278,-0.908798685,-1.780175222,1.197048603,3.678592367,-4.434327674,bad +227.0,-1.052877902,-3.290994071,-4.056301117,-0.709076386,-3.598392202,2.095930648,-6.46098926,bad +228.0,-1.784148948,-1.101581555,0.703585651,4.190644903,2.960538584,0.014368442,1.13433461,good +229.0,-1.244296851,0.248019952,-0.23055755,1.667680996,-2.818316838,-1.965340223,-0.24524675,bad +230.0,-1.286279883,1.105420521,-3.156926835,1.973857598,0.223007322,1.442712771,0.814293361,bad +231.0,-2.619934121,-2.222209762,3.210162135,3.198226854,4.005136612,-0.869893384,-0.630160574,good +232.0,-0.049213489,0.006223973,-0.564329536,1.539068935,2.351554598,-2.511339401,1.41309275,good +235.0,-4.988465994,-0.190696332,3.451440068,-0.75969263,1.726144265,-0.085910578,-1.854692443,good +236.0,-2.343340236,-0.618778362,-0.454250555,1.197642013,1.102016695,2.853788827,0.675495193,bad +237.0,0.124122406,-1.248310169,-0.763911942,1.885789289,-1.160479836,0.645470205,-0.251871449,bad +238.0,3.062485208,-0.168910991,-1.458126528,3.228027575,-1.221682748,-1.766620523,1.123206738,bad +239.0,-0.903390631,-0.006481297,-1.85797724,1.905665353,-1.323631982,-0.237555458,-0.635232848,bad +240.0,-2.279311704,-2.127285795,-1.056731488,1.487951085,1.48048431,2.653676335,2.66212605,bad +241.0,-2.217366179,-1.667909956,3.010118131,1.283279647,1.421265031,-2.214285605,3.758296168,bad +243.0,-4.572620612,0.100533955,1.58402999,-0.55268722,-0.677374932,1.379152541,0.142473791,bad +245.0,2.509374487,-3.113597384,-2.800003752,2.152582008,-1.289594648,1.091546428,-1.022113594,good +246.0,0.55052261,-0.255666433,-0.569824672,-0.502992458,-1.605193925,2.963923204,0.128325002,good +247.0,-1.513436965,5.149000297,-0.392046791,3.678058525,-1.582198284,-3.871147542,0.91807892,good +248.0,0.113810852,-1.507470826,-2.051591429,0.42305814,1.314811985,1.935011984,-1.098326042,bad +249.0,-2.038784803,-1.097247988,0.533116796,2.483399249,2.832299983,0.333690419,-0.43079891,good +251.0,5.189624452,-0.38035204,0.674040928,2.711903317,4.226954898,-2.08801203,3.67749718,good +252.0,0.09677995,-0.619040449,1.372660497,-1.551754788,-1.48809087,1.913225169,-2.730679347,good +253.0,-3.13692093,0.2039136,2.312981364,4.400781555,-4.786378547,1.181213418,-1.445193398,bad +255.0,1.215343488,0.454075004,-0.910714666,2.839160662,-1.286710751,-1.302087805,0.340237631,good +256.0,-4.441796745,-1.308166634,-0.644851723,1.030750207,0.743742159,3.012145933,-1.552642907,bad +257.0,-2.438136709,3.603286079,-3.994267383,-0.399099705,0.810791317,0.813200326,-1.674314414,good +258.0,-1.616073734,-0.19620202,-2.145537289,0.024236485,1.767860033,-1.738779359,-0.985096387,good +259.0,-1.220395543,0.727752497,0.500212481,0.941042704,1.720316779,-1.422646164,0.866285324,bad +260.0,1.864510528,0.565854676,-1.239821336,-0.460607286,-3.684070281,3.531425966,-0.079761693,good +261.0,-2.745177613,-1.104988878,1.263666254,0.992078101,0.327276517,-0.581333882,3.152707213,bad +262.0,3.144834853,-0.618456338,-1.888859712,-2.318441345,1.988406405,2.171236392,3.441841889,good +263.0,-0.888109498,0.019708233,-1.147750073,0.062864978,0.485839444,1.332188644,-0.531192355,bad +264.0,0.177787063,-1.12985596,-0.274235386,3.291357335,-3.403600982,-1.136174689,0.699819954,bad +265.0,0.778343934,0.750074063,-2.106503891,0.250449703,1.194048352,-0.297126623,1.338008142,bad +266.0,-1.660132024,-0.926467905,-0.124129835,1.83162166,0.257862793,0.619933397,2.541203984,bad +268.0,-1.552466494,-1.353629812,0.298420776,-0.168358839,0.833207548,3.279510221,-0.153170021,bad +269.0,0.470464106,0.286850275,1.31702559,4.680727621,-3.137041244,-4.619622802,2.193147335,bad +270.0,0.410513623,-1.073639887,0.217295221,1.095006769,-1.446178928,2.216869264,0.727058624,good +271.0,-1.029416816,-0.315372479,1.824449963,1.232133947,0.215069127,-2.693922826,2.099729971,bad +272.0,-3.179262441,-0.88467347,0.775792358,-0.109996168,3.815630366,0.42134604,2.157909715,bad +273.0,-0.284107695,-1.754920326,1.174448898,2.289448917,1.288249759,1.153113388,0.398870457,good +274.0,2.484381003,-1.389177574,-1.437494455,1.100872692,-1.444003721,0.938352619,1.490174669,good +275.0,2.683861892,-4.700917185,1.40041866,1.346969161,-1.304076421,4.611424426,0.692202456,good +276.0,-6.129668144,4.738226808,0.25347735,-1.393228031,1.964849465,-3.41088064,-5.015263697,good +277.0,-2.592618507,-0.264751368,0.600961775,-0.352739735,2.683771227,-0.698221403,2.476740123,bad +278.0,-2.263612351,2.126844821,-1.563018693,-1.675057199,0.025071265,1.927114045,0.764295402,bad +279.0,-0.560748733,-0.157070531,-1.695140995,0.454258111,1.54203353,0.351700673,1.822181262,bad +281.0,-0.443086638,-2.352052331,-1.479476129,1.066032559,-0.939353154,1.619963836,-2.420080801,bad +282.0,-5.173834525,-0.832567425,3.814078611,-1.137651477,1.297219261,-0.634693097,-1.394846266,good +283.0,3.66109756,-2.309110531,-2.734424094,3.635042845,0.37611387,3.827175636,0.026171935,good +284.0,0.624366027,-3.762935912,-1.629942509,1.238799086,-0.401241677,0.129116588,0.383299126,good +286.0,-5.499852228,-1.750756276,-0.640523136,0.407010888,-1.606883355,1.974734162,-3.077340152,bad +287.0,-4.252103364,-1.352355773,1.092130849,1.571333506,-2.322761166,2.433554673,-0.046495034,bad +288.0,-1.96409995,-1.402303207,3.562095299,0.391376977,-0.84401949,1.855761818,3.551641608,good +290.0,-3.219872985,0.375194492,1.64994671,1.482105062,1.0462769,-2.201671562,4.04329901,bad +291.0,-0.886137099,-1.125871684,-0.291209868,2.596016198,1.279572658,1.261763337,0.328405811,good +292.0,-1.30518441,-1.107092549,2.470143354,2.11895625,1.762891673,-0.022296931,0.807895795,good +293.0,-2.625174664,-0.572031397,1.609901562,0.995255654,0.318017061,-1.18468912,2.201416622,bad +294.0,0.49702766,-4.501008255,-0.720715327,3.177121982,2.53614682,-2.032103415,3.350155927,good +295.0,0.591232458,-0.001954662,1.195557933,1.804635255,-0.309608856,-0.344142716,2.280094899,bad +296.0,-1.415645615,-0.948497907,-0.63834242,1.537135066,1.631884351,0.143543317,3.256333414,bad +299.0,-3.000021563,-0.47420736,1.690253883,1.534788299,1.615527086,-0.55376742,0.051771594,good +300.0,-2.69058317,-1.314308368,0.67625093,-0.041387321,-0.074872594,1.530247544,-1.818450848,good +301.0,0.660365183,0.658653258,-0.974905706,2.124386339,0.562971319,-1.735898312,1.333438049,good +302.0,0.969600354,-3.873654979,1.370101547,2.435082107,0.35564807,3.217242733,2.43431229,good +303.0,2.668150812,-3.916033867,-0.074912656,-0.712558109,1.17774678,0.093916719,-0.328378522,good +304.0,-3.273573184,-1.254338354,2.682546001,1.222556044,1.141515565,-0.728922858,4.472115939,bad +305.0,-1.772238544,0.446927461,-1.533814526,2.003013093,3.603647172,-0.452172972,-3.646472989,good +307.0,-2.663491728,-2.791736765,-1.968158211,0.220643916,1.706019629,3.889013696,2.720284244,bad +308.0,1.635803171,-0.234380763,-2.304228608,1.610400036,-1.097213746,-0.193123435,-0.172241138,bad +309.0,-0.376044811,-1.442831171,-0.870774069,1.296598915,-0.213573588,0.989835097,-1.428807471,bad +310.0,1.648924474,1.892232711,1.23609355,0.766091055,3.402389029,-2.486629556,6.008854208,good +311.0,-2.994520746,-0.240734541,1.273841102,-0.143859163,2.207347624,0.181570915,-1.072446111,good +312.0,-4.83261116,-2.361072369,4.950822862,-1.838886555,1.058911133,0.202572918,-2.171343633,good +313.0,-1.628097854,1.296939726,-0.107772851,0.869939501,3.019096498,0.456299527,0.594901098,bad +314.0,-2.10659447,1.017836215,2.23646938,2.272230155,-1.373828907,-2.231717303,1.313860721,bad +315.0,3.096340475,-3.111850827,-4.337573445,2.325209001,2.258373221,1.142289198,0.013357278,good +316.0,-0.425371533,1.238848345,-1.335193504,1.940137118,1.96648374,0.104978381,-1.922671396,good +317.0,-4.244443842,0.599377262,4.469807043,1.92080172,-1.350803998,-3.690634295,4.288667532,bad +318.0,-1.938235165,-2.488360249,-0.85981132,0.812293755,-2.253887188,1.480428729,-2.957553958,bad +319.0,-2.228778607,-1.034194946,0.921878168,-0.161100226,2.694175463,-0.803583773,2.316583272,bad +320.0,-0.686679583,-3.020882327,-0.399128476,2.902398068,2.594570107,-3.42290737,0.468330323,good +321.0,-0.071526396,-0.298655096,-2.200538846,1.683788192,-1.506103295,0.155929658,-0.779829007,bad +323.0,-3.285803375,1.184246206,-2.015927409,0.57063152,2.056602881,3.359629787,0.931078465,bad +324.0,4.524771537,-0.524202989,-3.870149321,3.056191989,0.058291732,1.012686692,-1.231954325,good +325.0,-0.213847524,-2.515762071,2.83923853,2.741098977,1.001383887,1.325265593,2.914469166,good +326.0,-1.392686038,1.319073307,0.623623509,3.57094008,-1.589461558,0.202748799,-0.491652551,bad +327.0,3.98495812,-1.634193596,-1.989253497,0.348185924,1.886651029,1.285180255,2.767157405,good +328.0,3.038895908,-2.665843657,-1.490830721,2.806737521,3.200184447,-1.194293931,1.686512224,good +329.0,1.392728812,-1.563115483,-5.029715705,-0.14982309,-0.171401568,2.74581834,-0.551683935,bad +330.0,-0.828548862,-1.253255499,1.294462681,0.621825762,1.471996878,0.877483573,-1.129854827,good +331.0,2.664537422,0.504150991,-1.317787397,-2.817909514,-1.205372552,2.674730324,3.09905486,good +332.0,0.597812187,0.076424922,-0.111258912,0.804401457,1.382899595,-2.404551641,3.453014147,bad +333.0,-1.904318739,-1.998720664,0.949570545,1.572483221,-2.15011756,-0.628305308,-1.781651819,bad +334.0,-4.034219774,-1.245914635,2.591351332,-0.146699184,1.295986743,0.677541169,-0.953286976,good +335.0,1.418063913,-0.159779787,0.137654618,0.626105755,-1.481343665,-1.945741032,-0.689292785,bad +336.0,-3.077603673,-3.069404205,5.094382126,2.112990558,2.133635175,-1.193377992,-1.956538847,good +337.0,-1.011533364,2.308288623,1.705463379,3.094887359,1.411367191,-5.199662915,2.621552305,good +340.0,-0.178849168,-1.147030406,-1.048319535,-0.146477856,0.97949551,2.940134809,-0.66938657,bad +341.0,2.864333172,0.66264498,-4.804556719,2.48318455,-3.939295979,2.492595082,-2.701406904,good +342.0,1.084148863,-1.526277726,-1.475093451,0.230183632,-0.108019227,-0.045308695,0.085050081,good +343.0,1.666744021,-1.52838265,-2.04521337,0.890557595,2.444052796,-0.304369855,2.065728297,good +344.0,0.576112177,-1.698590959,1.234964242,0.411287211,2.901578614,-2.715170794,2.191859787,good +345.0,0.58577637,-2.261525765,-0.154649279,1.064846737,2.478165855,-1.889778033,2.586432022,good +346.0,1.800185608,-2.595862443,-3.423895789,1.328441238,-0.835875327,1.481459955,0.994854424,good +348.0,1.769986727,0.772538265,0.649892696,0.665294954,-0.768161622,-0.889425792,2.648944119,good +349.0,1.236065726,-2.088223392,0.561290826,-1.729237552,-0.820016612,3.170189091,-4.041148175,good +350.0,-2.600329309,-1.290502036,2.448420348,1.437260011,2.872859896,-0.854529922,-1.102217986,good +351.0,3.795331116,-5.103104469,1.502398169,1.327884139,-2.311153278,5.553256265,2.733986236,good +352.0,1.27449636,-2.511492325,0.382559723,2.715172739,-0.288362936,2.283241726,1.501072134,good +353.0,-0.847851439,-1.182027874,0.27140538,0.582182652,2.343851175,-0.522942389,2.145083279,bad +354.0,0.697413744,-2.102824858,-0.104777111,-2.75950978,3.835418965,-0.531325325,1.525044452,good +355.0,-4.902445625,-0.665739714,2.699210099,1.728527493,1.32193595,1.074921259,1.611813638,bad +356.0,1.117341779,-2.983135483,0.463419934,3.000766306,-0.642555958,0.465851117,-0.55847561,bad +357.0,1.041915557,1.363517928,1.402426931,2.640953361,-1.372456858,-2.626018574,3.43973372,bad +358.0,-3.013393813,-0.505787282,-0.65196241,-0.707823136,-1.204646365,4.024826274,0.339436235,bad +360.0,-2.438665553,-3.50468229,-2.409751844,-1.344681502,4.407302202,3.386602502,2.165801374,bad +361.0,3.632166776,-1.284282394,-2.141628184,0.495085579,2.477553365,0.499045553,1.837355596,good +362.0,-1.643084037,-0.471080702,0.222911476,1.877629312,2.469552966,-0.021494123,-2.398270661,good +363.0,0.94380087,-0.879667109,-1.774053278,3.478484629,-0.254345217,-1.358062477,1.281925544,good +364.0,0.262497862,-1.685705263,0.338691867,1.081434391,-0.995296191,-0.902954829,3.725729501,bad +366.0,-0.276054846,0.218411546,-3.955650594,0.888880804,0.546417056,0.033951672,-0.70466805,good +367.0,3.284414316,-4.159538202,-2.26108475,0.159527227,-0.861255751,2.510889581,1.39885364,good +368.0,-3.420203667,1.145895432,0.445298637,-0.019282419,2.839288162,-0.56097811,-3.201853102,good +369.0,1.244042851,-2.465734534,-3.887529546,2.233804426,-0.618174838,0.838172887,-1.570153891,good +370.0,1.469421344,-1.341061775,1.450817239,1.748870042,2.422876473,-3.065933713,2.157878307,good +372.0,-2.118078341,-2.560854822,-0.797106992,0.323211965,-0.52711028,3.086747997,-2.520334223,bad +373.0,-0.972952656,1.926233331,-0.979577311,-1.134247362,0.510836697,-1.417999466,-0.101724645,good +374.0,-2.493402775,-1.816875871,2.048086823,1.240325732,1.958967468,0.473075429,-0.600034154,good +375.0,2.130866128,-1.050049577,-0.182559512,0.948857184,2.78388718,-1.198078716,3.654805327,good +376.0,-1.210442904,-0.713919725,-0.40248465,2.033803971,0.533503547,1.075882717,0.329818384,bad +377.0,1.824193746,-3.037112401,-0.40800985,3.245619895,1.558216249,2.832982388,0.585740646,good +378.0,1.90951554,-1.365334295,-1.402893985,2.654201306,0.650170585,2.652619687,-0.493836065,good +379.0,-1.662667189,-2.982720337,-1.86060211,-0.495122056,3.31819954,1.943128773,2.564829402,bad +380.0,-1.564101199,1.202662349,-1.646536712,-0.906797933,-0.366069758,2.660875744,1.117163222,bad +382.0,-1.390267541,-1.577905177,0.559460349,2.620815689,3.360118267,0.044143092,-2.586663686,good +383.0,1.004702069,-4.521360136,-0.506152982,1.477988099,2.24658432,-1.523423649,-0.693510247,good +384.0,-0.104860164,-1.219418433,-1.117414971,2.734317645,-1.376994015,-1.910942852,-2.292075129,good +385.0,2.316934752,-1.765646756,-3.142249372,-0.896767346,1.303792751,1.672411791,-0.964795146,good +386.0,-1.577719764,-0.951959373,-0.268934164,-0.226795132,2.031646643,-0.612471296,2.148967097,bad +387.0,-0.630823511,0.25416303,-1.466816837,1.240220984,1.638016968,1.538249008,-1.242029527,bad +388.0,1.455947385,-0.481695767,-2.50231376,2.682689065,-1.734331273,0.079200653,-0.838856348,good +389.0,-1.722539295,-1.760806138,1.941921651,0.593022747,-0.045434962,-1.490277265,3.782451601,bad +390.0,-0.153110977,-2.489734041,-2.194768088,-0.590088534,3.560605401,1.828832509,0.205756573,bad +391.0,-2.708543939,-0.979013043,-2.106232861,1.467754573,-1.546060521,0.296080721,-2.589555547,bad +392.0,0.490259358,-0.285924292,2.282679716,-0.09953192,-0.034051628,-2.245436972,2.124385261,good +393.0,-4.561322305,2.126360339,-3.325207918,-1.062219818,2.928190087,4.126126894,-0.609772001,bad +394.0,-2.258040786,-1.917480134,1.804333022,0.052867324,-3.268090827,-0.780899877,-2.395380818,bad +395.0,-0.05648831,0.557703588,-0.496449891,1.292458723,-0.807030471,-0.116164037,-1.517382368,bad +396.0,2.825907603,-1.11932847,-1.648692426,0.958924069,0.436684639,0.644316961,1.601038247,good +397.0,0.481356292,-0.140110818,-2.940686361,3.603661679,-3.465855278,2.215774651,-0.856561122,bad +398.0,0.780136136,-1.562170681,0.86788733,3.27917014,3.136769659,0.853513595,-0.117891307,good +400.0,-1.455035126,-0.094436686,-1.810406774,0.631183733,2.116621914,-2.282721694,-1.590347457,good +401.0,1.259489608,-0.154944028,-2.828254735,2.609970506,1.198980781,-0.754083304,0.108348642,good +402.0,1.324477928,1.716616374,-0.970105325,-1.087421365,-0.47895952,0.242746815,0.149530447,good +403.0,-1.122360942,-0.755385226,-0.938569856,0.462277508,1.779085817,0.853567834,1.291181186,bad +404.0,-3.894363922,-0.928452096,-0.354897427,0.804823296,2.426173524,3.119413155,0.872470725,bad +405.0,0.773148531,-1.002034226,-0.572641404,0.655668609,-0.577256351,-0.665251625,0.247923104,good +406.0,1.108970953,0.034656646,1.013509588,-0.134653708,3.024652363,-2.096181368,3.411549677,good +407.0,0.805328794,-0.377444111,-0.302493264,1.718357761,-2.685612001,-2.047090187,-0.250708498,bad +408.0,1.896323161,-3.14453754,-0.399112413,2.174079598,1.037055511,3.469888038,-0.315721218,good +410.0,-0.408477449,-1.150193475,-3.031133799,0.843984736,-2.318130839,2.477412639,-1.101446241,bad +411.0,-1.317609398,-1.80564189,2.862508115,-0.458129706,2.058752762,2.308895924,-0.287477036,bad +412.0,-0.704063089,-5.227086631,4.445394901,3.243946735,1.186647212,2.484259278,3.065090038,good +413.0,-0.81683573,-1.668458727,-1.354103421,0.472745092,1.822812177,1.508653413,-3.093184992,bad +414.0,0.305225922,0.23307268,-2.442724653,1.55017963,-1.834622528,0.512185085,0.386518491,bad +415.0,-3.377510864,0.246022018,-0.528357309,1.419743975,0.453681622,2.867812469,-1.568007387,bad +416.0,0.279686453,2.005893012,-0.589727705,0.634173498,-0.06161884,-1.285656252,1.282263396,good +417.0,3.850328161,2.174361026,1.590183834,0.74911099,1.432184459,-1.270216706,5.000494671,good +418.0,0.054952846,-1.096447834,0.731995421,2.030833012,-2.081122279,0.374895979,1.526001912,bad +419.0,0.734479064,-4.943761505,-0.926083011,0.108163347,5.198245939,-1.521292426,1.445026966,good +420.0,-0.580186446,-2.573039872,1.363673742,1.053468649,0.487122307,1.5894238,-0.791927318,bad +421.0,-2.588233615,0.934418582,-2.318100746,-1.908756552,0.648554435,4.485687247,0.194094541,bad +422.0,2.93879071,-1.121275859,-1.807941805,4.249886826,0.994183411,1.979786735,0.926895465,good +423.0,-0.166096708,0.385633008,-1.102875412,0.473801502,0.325482818,0.983244135,-2.171938158,good +424.0,-3.626599054,-0.536980854,2.875551727,-1.097685055,1.001765267,-0.074554126,-2.06921183,good +425.0,-0.709644702,0.521759391,0.647328544,3.998073823,-1.611974437,0.827410931,-0.181237683,bad +426.0,-0.43954322,0.184891577,0.266969477,0.964484169,1.268815123,0.301062723,-1.944981661,good +427.0,-0.093429399,-1.016890236,0.623616861,1.810386625,1.157313932,-3.368184311,-0.721931929,good +428.0,2.791326663,-3.678377608,-0.640794571,4.096314776,1.493495485,2.792151965,2.190118648,good +429.0,-2.827003934,1.098000879,0.087768461,0.248250958,1.584206574,-0.645972021,-4.29224041,good +430.0,0.159317311,0.415764441,-5.070890926,2.744768625,-3.594718524,2.335183835,1.976318514,bad +432.0,-2.073596468,-0.61720748,-0.283296192,0.260547199,2.310436497,0.614734636,-0.518849651,bad +433.0,2.06599092,-4.283584344,1.76361441,2.736813553,1.257980097,2.935003244,2.686067904,good +436.0,1.380597244,0.725324698,-0.457332075,1.641108289,3.023877548,-2.302734908,3.557674731,good +437.0,-0.306895676,-0.589711476,0.196903416,1.303502111,0.01103504,-0.443880755,-0.622331787,bad +439.0,-1.353415925,0.095966961,-2.329803018,2.519162172,-3.172246292,-0.438285708,-0.009153027,bad +440.0,-1.30482878,-0.273041385,-0.525761308,1.791983925,1.041625112,0.214153898,-0.731351697,good +441.0,-0.874152709,-2.635009936,-0.840066474,2.754217591,-4.90106902,-0.155717331,-1.290563234,bad +442.0,-1.768985907,-0.338156799,0.815394537,-0.435690131,3.506835034,-0.749377068,-4.42166643,good +443.0,0.217790779,0.380548321,-0.449453049,2.318266697,1.960640895,0.083800264,0.032101352,good +444.0,0.494240895,1.961831847,1.436750426,-0.428752932,0.946643561,-1.989349761,3.496943154,good +446.0,-1.510845223,-2.030308101,-0.186089363,2.121947968,0.256776594,1.00940039,3.189154084,bad +447.0,-2.15160088,-1.995759059,0.810727484,2.090931162,3.266108533,-0.206899599,-1.966063033,good +448.0,-2.589398833,-1.424490895,-4.390652197,0.867853308,-0.138382531,4.138384523,-2.80256109,bad +449.0,2.249778955,-2.909620114,0.20515974,2.608040794,-1.7618446,-1.562021251,-1.963420629,bad +450.0,-3.114177922,-1.882415042,2.279911173,1.91003937,2.99087721,0.513323299,2.050011062,good +451.0,-2.394312987,-2.843008792,1.176567539,-0.693392544,0.400813315,2.699625485,-2.85697803,bad +452.0,-0.832412053,-0.154411201,-0.035737468,-0.323484269,1.222646356,1.347506838,-1.73329254,good +453.0,1.506043973,-0.240398567,-1.936911507,0.815988633,1.119179331,-0.00404402,2.59971145,good +454.0,-1.344076104,-2.598472175,3.039253076,0.477874088,0.301253737,1.253182274,0.019317439,good +455.0,0.258368004,-4.14234656,3.572643351,-0.748074511,-1.057461064,3.672093013,1.163699508,good +456.0,-0.141585523,2.091738887,-2.431368322,1.498578364,-1.071765003,2.290815025,1.12172416,good +457.0,-1.210003555,-2.270447735,-0.879412219,1.409105891,-4.924983202,1.131312427,-0.837065778,bad +458.0,-2.680209022,1.281069733,-0.160349543,1.496198062,2.906890303,-1.64590763,-2.334378234,good +459.0,-0.569351473,-1.66973733,-2.315087657,0.574799056,3.653551725,1.778912315,1.999641554,bad +460.0,-0.447992051,-0.15917642,-0.397702071,2.068555528,-1.224156944,-0.400727964,0.495203413,bad +461.0,-0.107114559,1.360180126,-0.262722863,1.430869724,2.112507809,-2.750042627,1.954562057,good +462.0,-3.820327014,0.737890287,1.40228473,-1.026727144,2.101236315,-0.333243731,-1.29240429,good +463.0,0.134901811,-1.395711062,0.115701855,1.77915574,0.005765309,2.654754645,2.482959627,good +464.0,-1.687141135,0.219057539,-0.394602733,0.03177683,-0.269905726,-0.635328608,-1.756110692,bad +465.0,0.860114522,-2.553857103,-0.137817542,4.25728969,-0.791552681,-2.399829141,-0.069879417,good +466.0,-1.003934111,-2.909208337,-0.503052237,1.649892305,2.448246715,-2.526101324,1.414178188,good +467.0,-0.790198577,-1.33600731,1.68211791,0.450123165,-1.445588512,1.603864129,-1.385460542,good +468.0,-0.061262291,0.406682903,1.51989603,1.534523118,-2.75464088,-1.243214879,2.573280752,bad +469.0,-3.157804963,-1.790544603,1.532856947,0.145359245,2.537521097,0.804340631,1.692455508,bad +470.0,-0.579963162,-1.688371485,-1.740917921,1.677975952,-0.202937394,-1.135713823,0.228479052,good +471.0,0.628771905,-0.63439058,-2.046147451,1.270401229,-2.293381573,1.179184768,0.405925967,bad +472.0,0.436420445,1.604372589,-1.556147076,1.325437655,-3.244895954,-0.33343149,-1.791648302,good +473.0,0.448986399,-1.878035663,-0.506964876,1.520233325,-4.22895702,-0.369207123,-0.801235143,bad +474.0,1.728200791,1.787493586,-1.431247665,0.160493336,0.188754032,-0.010727553,2.308864383,good +475.0,-0.703772379,-4.655303034,-0.298769916,0.367104897,-2.208138433,2.344150376,-4.232944485,bad +476.0,2.388190755,-1.951286879,-1.000915808,0.991465748,0.473925364,3.192945889,-1.037023221,good +477.0,-2.548002967,-0.856293673,-0.921999293,0.947152819,1.356728496,2.916870027,0.404912999,bad +478.0,2.556180439,-0.231462656,-1.600317988,-0.756676311,1.869900191,0.3048304,0.450070766,good +479.0,1.602586992,-1.420063463,-0.598390106,0.836843768,-0.769142685,3.079575162,0.985013262,good +480.0,1.765902051,-1.664634383,-0.562926908,2.492599401,1.866013682,1.500279072,-1.13294028,good +481.0,2.04116895,-0.711503013,0.077358837,1.156978455,-1.447730578,3.035293274,2.466289385,good +482.0,-0.433133928,1.160083648,-2.86300395,1.749072808,0.916485829,1.723569349,1.386487028,good +483.0,0.481432072,-3.028141906,-1.226663007,2.706391965,-0.004012364,-1.45507945,0.744692034,good +484.0,-5.179142697,3.285301301,-0.510329259,1.481673851,3.731720347,-2.844017502,-2.312430431,good +485.0,0.072605807,-0.259472135,-2.665919512,0.10286239,-1.871710685,1.327608189,-1.010206942,bad +487.0,-4.57472641,0.195993417,3.770370286,1.464653121,2.75028225,-2.540249044,-1.800760146,good +488.0,-2.76378678,0.832855282,1.147808931,1.660157474,0.554733007,-0.666507202,2.279462306,bad +489.0,0.772798805,1.54118035,-2.732458717,1.440223409,0.282460292,0.874259008,1.950120377,bad +491.0,-0.209517839,0.874575959,-2.954284491,3.103598524,-0.599038939,-1.187980813,-0.306520094,good +492.0,0.990579958,-4.01980832,1.437710907,4.068800405,3.314193713,1.130544985,0.753302007,good +493.0,0.186932101,0.120942322,-1.521099023,0.740063478,0.495512004,-1.263133589,-0.980073421,good +495.0,-2.64400586,1.474866821,0.145269775,1.171240437,1.541119082,-0.945204885,-2.856544619,good +496.0,-3.285537403,-1.763022467,3.429297137,1.069039088,2.831556267,-1.1943597,-1.919457867,good +497.0,-2.863054129,-0.858381637,1.943438984,-0.340979675,2.701861335,-0.045718268,-3.121961293,good +498.0,-1.874776941,1.5769107,-0.691253224,-0.309358882,-0.917596489,1.490390515,-1.041618262,good +499.0,0.21501798,-0.540548878,-0.423471758,2.210893195,1.230233955,-2.431374433,0.78028109,good +500.0,1.668673001,2.704020264,0.352479854,0.105849728,2.0746357,-1.685557031,3.599024519,good +501.0,-0.75474296,0.302332227,2.660387168,-1.826048667,-1.404699698,1.392077747,-2.045652882,good +502.0,-3.317158516,0.105307039,3.542140946,2.550256949,-2.113224155,-3.586287805,5.305217658,bad +503.0,-2.311197868,0.599270581,-1.29055189,1.655254711,0.780909982,0.95124775,-0.826906012,good +504.0,0.547490236,-2.105825246,1.672902307,1.487750968,0.889656994,1.05247905,0.838015685,good +505.0,-0.279167335,-0.849459817,-3.640821284,3.246880975,1.468817688,-1.581986023,-1.370836529,good +506.0,-2.073639764,-1.212834089,-0.818440188,3.808834762,1.013863173,0.748660841,0.026134195,good +507.0,-0.055725962,-2.07918008,-2.586991509,0.482617063,-0.271768489,0.439725398,0.267883253,good +509.0,2.126067499,-0.271592322,-1.013287132,3.429760238,1.321578164,-1.505578454,3.768027336,good +510.0,0.213740713,-1.583159142,-1.268952342,2.707982478,-2.818721359,-0.384327764,-0.486725293,bad +511.0,2.833977558,-1.049036301,-1.728557746,1.694292443,-0.047845243,0.690355194,3.537846194,good +512.0,3.494801452,-2.643741519,0.419279989,3.645718399,-3.285315914,-2.297288152,-0.264526021,bad +514.0,0.866742213,0.868370677,-0.993523079,1.175029871,0.249553249,-1.060328116,-0.52823467,bad +515.0,2.678687381,-2.59593909,-1.562217791,2.313185304,2.159382917,-0.663799304,1.004462732,good +516.0,-2.561893576,-1.35131027,-0.820041029,1.49021894,-0.555785929,2.138507132,2.400152227,bad +518.0,0.347280885,-1.201196511,-3.08166562,3.641692578,-1.411253674,-0.818516482,-2.394496757,good +519.0,-0.899434264,0.175009018,-2.138931907,0.804955375,1.201174794,1.475026613,-0.72650885,bad +520.0,3.008494403,-1.372118888,-1.65765908,1.490543757,-1.534552435,1.01013167,0.348479388,good +521.0,0.278973901,0.132543541,-2.752369886,-0.10685271,-0.791002965,1.267545714,-0.876620761,bad +522.0,1.831005266,0.843340952,-2.527456317,-1.542694872,1.660835593,1.471092989,2.90534156,good +523.0,0.653795107,-2.072362461,-2.851268925,2.279288114,-1.903229296,1.432532042,-1.432245547,bad +524.0,-2.067244513,-0.272900631,-1.110935247,0.949658813,-1.470449639,-0.317205367,-1.642436844,bad +526.0,1.345062828,-6.55668451,0.299350856,1.977961653,3.578064759,-2.114165512,1.871943764,good +528.0,0.063682093,0.38850877,-0.695764936,2.400067224,0.771042011,1.010398645,0.679908751,good +529.0,-0.217649485,-0.52562836,-2.728249973,0.725687239,2.870146699,3.071378646,-0.467195847,bad +530.0,1.843439162,-1.801133155,3.093698905,0.869796886,-1.241769184,-1.456677989,0.489432337,bad +531.0,-1.3681164,-0.163515102,-2.748561379,1.612122394,-1.697968636,2.543862516,1.274318228,bad +532.0,-2.700025766,-2.386073587,-2.302098104,-2.078623934,5.870747305,3.245839004,1.818460298,bad +533.0,0.406690031,-1.226211073,0.236156413,3.320353706,2.266757981,0.489535728,-0.433008056,good +535.0,-1.572827757,-0.816051422,-0.16567894,0.792686806,0.358000165,1.662179258,-2.748016953,good +536.0,-0.733303162,-0.525051424,0.534364676,0.535375228,0.448009527,-3.115711207,4.076830586,bad +537.0,0.508402073,-0.079902812,-4.494963896,1.317926439,-1.859944579,3.18526477,0.977638764,bad +538.0,-3.308436875,1.569101145,2.912392624,-1.379048102,0.89730116,-1.421308238,-3.997326959,good +539.0,-2.523331117,-2.572632434,1.839096389,2.910986516,-0.147552545,-4.636483998,-0.142418513,good +540.0,0.127840867,-0.745333884,0.820949561,-0.571259588,0.569246646,1.870529149,-1.71883793,good +541.0,-2.130938237,-2.0859112,0.29019245,-0.017448022,-3.131219526,0.097776788,-2.948002977,bad +542.0,-0.172770477,-3.14849599,-0.495672873,0.581483657,0.164349877,-1.184325217,-0.51325681,good +543.0,-5.23419084,-0.782204481,5.559623565,2.249128499,0.849809838,-1.648863327,4.306460128,bad +544.0,-2.675370302,-0.021456131,0.523988269,-0.489343613,1.401445855,0.934926925,-2.830461841,good +546.0,-3.97706376,2.426385717,1.458344466,-1.816349697,-0.109632577,-0.96173818,-4.384867847,good +548.0,-2.28722507,0.162205567,-1.196329112,0.670175675,-0.00090524,2.491398576,0.823026283,bad +549.0,-1.484396263,-1.114596738,-4.692234258,-1.367376177,0.111191778,6.066232789,-1.955656366,bad +550.0,-2.305059693,-2.626696001,3.221047375,1.521010548,2.629473351,0.21593781,-0.219795307,good +551.0,0.854073273,-2.952643485,0.426190629,0.402772709,3.296774169,-1.750895261,2.790841777,good +552.0,0.238680763,-2.550113768,-1.853016763,1.526908593,-2.73369302,0.316585498,-3.022101786,bad +553.0,-1.52223527,0.468538284,-4.246937942,0.487412009,-0.702670066,0.948229639,-2.368449883,bad +555.0,3.099410637,-1.691560679,-3.679364,0.963605627,0.538102393,1.660099378,-0.544761148,good +556.0,2.738737681,-2.964777583,-0.880812336,0.306240578,3.802263716,-0.51132368,2.571582061,good +557.0,-1.376783419,1.087996723,0.826209477,-0.221215872,2.21991327,-0.764982226,-2.793455657,good +558.0,-1.307688526,-1.270986511,-1.086201924,0.553726314,1.648048117,1.840484244,-2.141922762,bad +559.0,2.118697904,-0.441049723,-0.884647265,1.046843714,1.654620545,1.783180434,-1.916665389,good +560.0,1.06107508,-0.30459199,-3.493868392,0.935043097,0.882095986,1.31669014,-1.514089626,bad +561.0,2.047236511,-5.908735742,-0.951042545,0.706629775,1.237538814,-0.202616339,-1.353458176,good +562.0,0.259523243,-0.815401527,0.869376717,-0.20442455,-0.764832501,2.22786781,0.423215962,good +563.0,1.49022105,-1.655205641,0.685512576,3.132370759,-0.668775161,-1.349513577,0.117583669,bad +564.0,-0.514290903,-0.986576972,2.178763749,2.85563019,2.13771042,0.1533657,0.553623544,good +565.0,0.841700566,-1.302327545,-1.375825815,1.815067187,-0.992369266,1.147517316,-0.352363349,bad +566.0,-2.202941824,0.604628192,-2.300392465,-1.209625565,0.778297912,2.987406573,-0.938837813,bad +567.0,1.152665421,-1.647208902,1.074098598,1.518362185,-1.023612812,1.724863212,-1.393716037,good +569.0,-0.300053059,-1.400104442,1.24186609,0.963302071,1.053403318,1.036565854,-1.486048914,good +570.0,3.963715076,0.443684934,-1.329553245,-1.407775083,4.337533594,0.649486691,4.85770709,good +571.0,0.240036187,0.741437479,-3.071472957,-0.011851849,1.776569701,0.192085291,-0.930151642,bad +572.0,-2.876537541,2.173119859,-2.715750514,-1.142241735,-0.047288587,2.955004896,1.004476849,bad +573.0,3.504740977,-5.478682219,-1.548665919,-0.720533669,1.908383228,1.91057271,2.445013853,good +575.0,1.832077703,2.206428438,2.037308274,-1.901648111,0.355729197,-0.795370632,5.087458065,good +576.0,0.294586351,-0.353755252,-0.540281839,2.859840442,0.671989996,1.291838185,0.920605642,good +577.0,0.468012201,0.155356404,-2.346800601,-0.217853216,2.239843251,0.065110334,-0.712190722,bad +578.0,1.117203536,-0.346258804,-1.000619613,2.451835738,-1.39547967,-0.643644414,1.810950768,good +579.0,-3.226664915,1.68058774,-0.021105415,-1.188955203,0.572550232,-0.042755251,-3.021498163,good +580.0,-1.880011246,0.403136744,0.51825074,2.415009167,1.619696525,0.008863284,2.626433539,bad +581.0,2.832874962,-1.945818166,-5.406961115,-1.204716846,3.675756863,1.002486426,0.003092451,bad +582.0,2.323520457,-0.660700328,-2.109545588,1.999113349,2.100905362,0.554682555,-0.765057007,bad +583.0,2.925025863,-1.146937901,-1.765829853,2.277330124,0.866873879,-0.302877757,0.978183746,good +584.0,0.079018488,-1.89430287,1.302424481,-0.195380435,0.627322458,1.907648631,-0.642410731,good +586.0,-0.514507334,0.33049363,-1.419018697,1.166646928,0.231519441,2.111651131,1.03812053,good +587.0,-2.730350504,-1.33907779,-0.281202885,2.770062529,-2.889864817,1.775054035,2.724329759,bad +588.0,-2.076144696,-0.275631693,-1.066855674,3.079851255,-2.31885978,-1.946523666,-1.115162513,bad +589.0,-1.946053119,-1.246623836,-0.710984132,1.456692818,-1.082281365,0.42356073,-1.677969421,bad +590.0,1.631116708,-1.316873464,-2.013031165,1.622161257,0.261014851,0.293064107,-0.463927147,bad +591.0,-0.473287594,-0.555145848,0.559615651,-0.424501717,-0.250158445,1.851902646,-4.809283356,good +592.0,3.200290241,0.962162874,-0.530070755,0.74654029,-1.003160657,0.45042323,2.576949552,good +593.0,-2.134991211,-1.507685635,-0.338052719,1.124926914,1.193174178,1.368651563,2.981116267,bad +596.0,-0.8194164,-1.491106655,2.477280667,-0.320205955,3.459358522,-3.428554586,4.173553001,good +597.0,-2.413288076,-0.974106545,-0.331471018,-1.4830412,1.741253391,-1.865380906,0.120172532,good +598.0,0.080970577,0.31142236,2.10226489,1.284844839,1.434369092,-3.74036848,1.05090811,bad +599.0,-0.539638857,-0.371998948,0.739616231,3.301151511,1.53170941,0.67487519,2.011494167,good +600.0,-0.591904691,-2.496518423,2.786569096,0.785987903,0.266634834,1.589868146,-0.446923846,good +601.0,1.615052907,0.845144281,-4.460741756,0.864101461,-0.770955855,1.905377569,-0.008136378,good +603.0,0.318857664,-3.019787395,-1.594082731,2.59141291,0.366573115,-1.098924359,0.754841662,good +604.0,0.034818167,-0.930391912,-1.971992909,1.381197268,-1.217503209,-0.276925841,0.603642425,good +605.0,2.862215002,-4.387423922,-2.528902194,1.397494463,1.33764364,1.186476389,1.57326933,good +607.0,-0.606922611,1.227737856,-0.182501254,0.440501197,-1.527560014,-1.285156739,1.436373326,good +608.0,-0.606658561,-4.249128494,-1.360871102,1.128343381,2.508678833,-1.683903241,-0.378882061,good +609.0,1.072177582,1.404349813,-2.709086571,-0.908657237,-0.125466102,0.998452463,0.796064138,good +610.0,-1.023501562,-1.745750557,1.369527464,-0.277133678,-0.375001121,0.728219832,-1.684659207,bad +611.0,-1.643243171,-0.285795777,0.493821171,0.658177772,2.0589519,1.289780484,0.167154758,good +612.0,2.447566542,-3.260858611,0.155288891,-0.791885855,3.612569213,-0.191536001,3.591669472,good +613.0,-0.588241264,-1.969352653,-1.863509752,1.043147548,-1.38618172,0.759107394,-3.070932217,bad +614.0,-0.605394525,0.520954496,-0.861903006,-0.715698623,-3.462401397,0.444729417,0.52098068,bad +615.0,2.275231548,-1.197065562,-3.300743509,-1.989806846,3.369320547,1.931643588,2.191252624,good +616.0,1.701191016,-0.242767287,-1.610198674,2.587950003,-1.843152643,-0.286344514,1.402366123,bad +617.0,-1.20633224,-0.304427533,-0.551757643,2.071959545,-0.966433878,2.151957886,-0.846369849,bad +618.0,2.622579451,-0.727552063,-5.079902284,1.234847267,0.450370867,1.793746231,-1.725885201,good +619.0,-2.299279325,-0.20061566,0.023673378,0.676884021,1.714493608,0.191462013,2.663416258,bad +621.0,-0.976025776,-4.201242798,-1.680632637,1.546067983,-1.330250067,2.643542865,-4.007585958,bad +622.0,0.642458971,-2.451568797,-2.653792304,-0.364929666,3.615423791,1.898301244,1.32712058,bad +623.0,-0.560196671,-0.662942705,-1.656042825,0.400827222,0.993949901,1.07700051,0.703618681,bad +624.0,0.607802481,1.256021543,-3.184850676,3.792928523,0.447479634,1.363688204,0.773249664,good +625.0,-0.316046993,-2.265646817,2.211007167,1.379265923,1.647788963,0.851511245,-1.460898327,good +626.0,-3.226948295,-3.256828759,1.751891969,1.176369853,2.982039237,0.605469424,3.311386373,bad +627.0,2.174392776,-2.650980234,-1.410461112,2.19446055,2.864418528,-1.27279455,1.725500851,good +628.0,-3.419253835,-1.897853228,4.162393976,-0.593183013,0.371964909,1.024138408,0.195606576,good +629.0,-0.208961718,0.024541803,-0.261290782,0.929661487,-0.612922934,1.344397034,-0.207891707,good +631.0,0.217270133,-0.696806704,-2.27969289,1.084089963,-1.026209252,1.975997472,0.057094164,bad +632.0,-0.140734671,-1.76203322,-0.135482386,3.071680989,0.355606697,2.046714119,2.158032334,good +634.0,5.866231802,0.821114307,-0.592951066,0.768463534,3.050095296,0.684049264,6.70139469,good +635.0,-1.669595255,0.371046027,2.118793036,1.602820158,-1.358875828,0.272912349,-1.576681863,bad +636.0,-2.032828008,-1.471171148,0.285539898,2.169889211,-1.104245131,0.643577206,1.775743836,bad +637.0,0.459019651,-0.996355134,-3.966912183,0.090483632,2.730067722,2.622035526,0.242942222,bad +638.0,-0.261529698,-1.016735858,0.648950533,0.905915977,-2.331123221,0.427890498,0.568969749,bad +639.0,-3.663151385,0.881709121,0.771988178,-1.730581468,0.475534881,1.006856055,-3.675142735,good +640.0,-1.365380911,0.331631355,-0.483122536,-0.518861678,0.446691901,2.299271503,0.612547794,bad +643.0,0.036109083,-0.603546816,1.028799424,2.846480153,3.728994203,-4.399009731,2.687006687,good +644.0,-2.645925594,-1.150853668,0.973614081,1.478559857,-0.221437872,0.179268282,3.538732353,bad +645.0,2.654281241,-0.310499256,0.8411462,3.008290083,-1.145368121,-2.370132316,1.874067405,bad +646.0,-1.95290203,-0.325204039,0.758697743,-0.542917297,-0.131253177,1.02647587,-0.559688927,bad +647.0,0.141787901,-0.438227633,-1.279533975,0.606389314,-2.064443872,3.119218316,-0.842503239,good +648.0,0.550022962,-0.873322382,-0.584005553,1.14080519,-0.525227231,-1.189967913,-1.982356,bad +649.0,-2.680440382,-1.602862269,3.767627827,2.126078446,1.824476372,-0.49585143,1.132168505,good +650.0,-2.397332373,-2.346435489,2.581230549,2.504464476,2.605459771,0.060225279,-0.176108441,good +651.0,0.437877558,-2.102417496,-1.10101113,3.366983196,4.428273613,-2.941137664,3.276022921,good +652.0,-0.147776051,-1.99931643,-0.288351064,1.680599192,-2.513441034,-1.195325309,-2.450763672,bad +653.0,-0.082137988,-2.577180035,4.351845459,-0.769047903,-1.009323827,1.970485319,-0.709214531,good +655.0,-4.19035705,-1.464152548,1.992728322,1.669223215,-1.242469829,0.280871732,3.270969072,bad +656.0,1.467709171,-0.34682407,-1.926872991,2.651218081,-0.09592079,0.343581726,0.318494494,bad +657.0,-4.096166684,-0.369183715,2.207994445,2.432387923,-2.183959678,1.153427655,-0.2828032,bad +658.0,-0.093445423,0.312348436,-1.684427192,3.000030318,-1.450922803,-1.109542795,0.592237542,bad +660.0,-0.938766039,-1.198889843,1.447817994,1.595577879,0.337622386,1.499372454,-0.105424932,good +661.0,-0.925349227,-1.213799204,-0.930872022,-0.189799073,1.060093559,1.213984075,0.519551095,bad +662.0,-1.951982198,-0.943181313,0.954476421,0.825412298,1.226474187,1.165690234,-2.406163774,good +663.0,-0.430075772,1.20266844,-1.615308225,2.318176884,-5.801766241,-1.330321347,2.573083876,bad +664.0,2.032992506,-0.480179468,-4.772270772,0.756714012,2.085005235,3.068579749,-0.796702202,bad +665.0,0.344003022,-3.483980787,1.174854844,2.756766666,1.493231386,2.49866648,1.602770371,good +666.0,0.207212043,2.500490518,-2.275704338,1.717469619,-1.179858451,-1.027585004,-0.587753816,good +667.0,-2.351351099,-0.272642068,-3.568394972,-1.63819082,-0.053723721,5.254060258,-1.244090836,bad +668.0,1.46580644,-2.775201154,0.992623546,1.50192063,-1.440469112,3.638384588,0.352908697,good +669.0,1.43294569,-0.40107082,-0.750507011,1.621511276,1.642238716,-1.87987826,2.576581178,bad +670.0,-3.199055892,-0.632078515,0.305981162,0.630721591,3.372708278,1.191213059,3.067087102,bad +671.0,2.133049796,-0.568611692,-1.162652035,0.470720751,-0.210563181,0.691633083,2.465236699,good +672.0,1.381277578,4.363065922,-2.569945288,2.139034728,-2.640239031,-0.034340364,0.242878626,good +673.0,-2.397992578,0.397427247,-1.60668706,-1.203198937,1.097206579,4.362362607,0.521519891,bad +674.0,1.592905587,0.863294435,-0.985140593,3.203193166,3.548138203,-2.897686032,2.599989695,good +675.0,1.808216215,1.631331526,-0.79490407,-0.06201757,-0.405498298,-0.316750714,0.094647216,good +676.0,0.498815017,-2.074870868,1.062057984,1.53028433,-5.713431338,-2.6299309,-1.451499763,bad +677.0,-2.926491888,0.414439088,-0.236781513,0.443611187,0.780389678,1.145604542,0.039580414,good +679.0,-0.711035314,-3.377666855,1.825954976,2.683285947,2.70647602,1.076922522,0.536212238,good +680.0,2.022035202,-0.208609112,0.211278248,0.889638888,-2.380330963,0.392699152,2.565322523,bad +681.0,-0.149388848,0.461104788,-0.235914051,2.571428342,-1.077510244,-2.123703773,1.079333971,good +682.0,-0.449584321,-0.393430335,0.021156985,-0.385498502,1.662770615,-1.282165361,0.354489011,bad +683.0,0.860698021,-3.135796408,0.690175847,2.614484791,2.159622241,-2.849914594,1.410038052,good +684.0,-3.759186089,-1.795679072,0.518903444,0.607189712,1.50000271,2.32851866,2.120352636,bad +685.0,-1.162615452,-0.301982961,-0.447139236,0.687267878,-2.007353968,0.786312444,0.44678879,bad +686.0,-4.020484414,-1.474383083,1.255979071,0.310141027,1.929849571,0.735166137,2.383936244,bad +687.0,-0.462824184,-1.15594798,2.323988761,1.441598515,1.389006823,-0.459590862,-2.261259327,good +688.0,-2.354889179,1.9288447,-0.981873033,0.434670093,-1.599872371,-1.914493597,-0.571770884,bad +689.0,-0.112701901,-0.769261644,-0.864719071,-1.117105886,2.260930306,-0.998894229,-0.125013797,good +691.0,-3.608321986,-1.341021706,-0.840675293,0.537683775,1.78557885,3.357794659,1.460762294,bad +692.0,-0.869662383,1.294127375,-0.16270057,-1.738675991,-0.204100301,1.251897627,-3.280269971,good +693.0,1.24266519,-0.751111876,-0.700876587,-1.034104041,-0.033264225,-0.610697517,-2.121538832,good +694.0,1.583973044,-1.220156964,-2.654160049,0.263113563,-0.711733235,0.484312026,-1.42480894,bad +695.0,-2.993467034,-1.352156231,-1.114300386,0.879548838,1.695973833,1.372209687,3.764854713,bad +697.0,-1.104933957,-0.043345437,0.856840165,-0.079904861,2.59354048,-0.586164893,-3.786816268,good +698.0,-0.22987707,1.138251666,-2.31249341,0.837041563,1.61910525,0.82138118,-2.463749104,good +699.0,-0.79959372,-0.501724994,2.197018238,-0.177494615,1.263451954,0.633092235,-1.501630364,good +700.0,-2.689383738,2.066926457,-1.427389313,-0.47896347,-0.531704481,2.245740992,2.0247306,bad +701.0,0.271399803,-0.434397244,-2.925265478,0.037323772,4.092310372,0.45408447,1.264206323,bad +702.0,0.795945873,-0.565885841,-3.279889656,1.522496146,1.547283844,2.023949401,-1.165522925,bad +704.0,-3.210096252,2.248710703,-0.990902516,0.460362956,2.445018079,-1.539849766,-2.760396429,good +705.0,1.802925439,-0.012751764,-0.580450036,1.464141455,-0.129531045,-0.570566006,1.348302458,good +706.0,-2.850374812,-2.757134583,0.396463921,-0.00693719,0.904780957,3.636491732,-2.251067315,bad +707.0,-0.199288647,1.212181889,-0.534498781,-0.411726336,1.231652006,-1.202446122,2.823337043,good +708.0,-1.39460024,2.187994312,-0.547832311,-1.05251812,-1.739331976,1.11600466,-2.924269341,good +709.0,0.028745728,1.186992124,0.666876228,2.193248134,-1.44054997,-3.155569478,2.405654839,bad +711.0,2.276050991,2.065994845,-0.885218791,0.732731741,-0.446584553,-2.713263024,-2.449861733,bad +713.0,-0.435185942,0.4512287,-0.984333349,0.975638058,0.365460402,0.514146469,0.553472889,bad +714.0,-3.684835015,0.591154443,2.158562671,1.38333164,2.358521534,-1.256500499,-0.464272899,good +715.0,1.117611931,1.536751806,-0.669110457,-1.093276821,-1.805122066,0.778337026,2.073017847,good +716.0,3.344186864,-2.227149535,-0.426076894,0.379436756,1.793789427,0.154166255,2.666099628,good +717.0,0.337684115,-0.412041751,-0.213399608,1.965744567,0.27289502,-1.855056957,3.658487446,bad +718.0,0.395927611,-3.8995552,1.420567824,0.871466375,-2.453601982,0.965292169,-2.152558033,bad +719.0,-1.265104584,0.330938457,0.586008292,1.727311454,0.371201965,-3.324980144,0.369160911,good +721.0,-2.9846307,-1.469843285,-0.015427769,0.089371561,4.009206464,1.125919794,2.92642631,bad +722.0,-0.720649579,-2.904340989,2.649370106,1.598382197,1.400860421,1.707681788,-0.396285908,good +723.0,1.581152669,-0.652555081,0.136983833,1.07289981,1.856107235,0.923460762,-2.343748011,good +724.0,-0.660915959,-0.443474622,1.671432856,-1.576264045,-0.472510434,1.373037521,-4.224755889,good +725.0,1.169950458,-1.371426444,-1.011931293,0.806846812,-0.302614816,0.936428538,-1.230442485,bad +726.0,-1.841877176,0.279273657,-0.107076065,1.334892707,0.044820116,0.149958592,0.174434142,bad +728.0,-0.025881076,-2.799969111,0.442402392,2.767826154,-2.158892994,-1.15023488,-2.236208646,bad +729.0,0.167621402,0.310686676,-0.670360549,1.975891897,-1.358239008,0.549871902,-3.769068269,bad +730.0,-0.374739412,-1.869798513,-1.943525306,-2.128921578,2.625058465,-0.340250337,-1.03820733,good +731.0,0.786645245,-1.188885508,-0.703423294,2.02625747,-0.164522692,2.108956451,-0.728190556,good +732.0,2.1857937,0.728142262,-3.226527878,3.844565893,-3.489782166,0.561874951,-1.506333071,good +733.0,-0.500416166,-1.898359987,3.126678492,2.563035202,2.919934022,-0.984561145,-2.318115994,good +734.0,-1.557356234,-1.846123803,2.114118329,0.362187895,1.571253465,0.623795348,-0.423856214,good +735.0,-1.252079173,0.379558653,0.630378058,0.895983698,1.815175987,0.584135752,-0.773422808,good +736.0,1.187048641,-2.198453033,-0.345532456,2.267265963,2.985937267,-2.420051282,2.009993218,good +737.0,-1.815876845,-0.040045568,0.234227803,1.089550554,2.367843489,0.97999814,0.383759484,bad +738.0,3.414941934,-0.60342316,0.665699308,-1.788599548,4.022488353,-0.29982674,3.86888573,good +739.0,-1.771100824,0.307564105,1.831174568,1.434226006,1.015248742,-0.765246239,0.480489556,bad +740.0,-2.161940963,-0.014473304,0.042407326,1.724669471,2.092702871,-0.768827347,-3.133212644,good +741.0,0.077349052,-0.171175126,-1.364395781,4.491519184,-1.127824548,-2.438635299,0.001521444,good +742.0,-3.389829188,-0.214743647,-0.019302648,-0.090579927,1.521472718,0.690230884,3.506464979,bad +743.0,0.848270123,-0.743180273,-1.524567061,1.043947841,0.51421072,1.169524813,-1.284494762,bad +744.0,0.122972101,-2.433089799,1.315823589,1.138015837,-0.401675315,0.828747696,-1.031509395,bad +745.0,-0.030019224,-0.564789264,0.84220586,-0.471203387,-1.118355565,1.548180434,-2.814401245,good +746.0,-5.240766596,-4.111889864,1.299108254,0.157964732,4.177133437,3.069097529,5.136138788,bad +747.0,0.499325953,-0.811649505,-2.149115419,-0.220934346,0.705806099,0.33147926,-1.849898792,bad +748.0,-0.419496006,-1.971827766,0.915397997,0.618480546,1.717537573,1.445815014,-3.032779136,good +749.0,0.564192064,-0.591640455,-1.294808081,2.10753591,1.470738327,-1.610299873,1.986156356,good +751.0,0.517881697,-2.57873522,-3.349119296,1.918513719,0.296203604,0.042440421,-1.504922768,good +752.0,-0.941131251,-2.017366702,0.385144928,-1.71422667,1.096906323,-1.308254734,0.459723265,good +753.0,1.402216543,-4.937309888,2.706025183,2.238135063,1.93797382,2.651331793,0.988540998,good +754.0,2.144165807,1.219872107,-3.862483891,1.987819649,-1.188190069,1.102201148,2.397487419,bad +756.0,-1.316792609,-0.193554135,-1.596090725,2.043707396,-0.252268641,0.427052368,-0.500546815,bad +757.0,-4.196919423,-1.354339065,0.969585407,2.694997845,-1.530658751,2.023067324,2.177282174,bad +758.0,0.689291859,-1.206374477,-0.370501989,2.230612096,0.982219151,1.854799828,-2.13497313,good +759.0,2.365988943,-0.40845916,-1.889352773,0.317035839,2.321174952,0.201606158,2.966694832,good +760.0,-0.302209634,-0.993247195,0.553134263,-0.016591682,0.563980159,-1.71596885,0.733549657,good +761.0,4.001401262,-3.329200407,-2.392717056,2.610137214,1.521951789,0.299683493,-0.160762434,good +762.0,-1.249399529,-1.637317461,3.791557344,-0.871272572,0.416662087,0.771730838,-0.921359724,good +763.0,-0.53152308,1.046667333,-1.63591584,0.546581746,-0.903102539,-1.00313221,-1.635295535,good +764.0,-2.814610051,-0.944456321,0.319110046,0.683216128,2.219502701,1.042943089,-1.15563525,good +765.0,0.824070525,-2.257004323,0.191330702,3.010131398,2.14432693,1.425293055,-0.905345771,good +766.0,-2.603643479,-1.032224551,0.945973408,1.522356868,2.891498007,-0.723236555,-1.065906691,good +768.0,0.831842816,-0.265103621,-2.592301126,1.024016111,-0.249262804,-0.213886285,0.660854694,bad +769.0,1.975435166,1.479167094,-1.28163655,0.094645075,2.811324265,-2.693316224,-0.471432166,bad +770.0,0.644361094,1.949245987,-0.518537193,1.210917419,-0.260259898,-1.298721749,2.620061624,good +771.0,0.955828775,-1.167741606,-0.061359841,0.967625157,2.174940621,-1.811067574,1.562067587,good +772.0,-1.881170427,-1.667603375,-0.782308335,1.454963173,1.81973469,1.448284524,2.205699038,bad +773.0,-2.098505272,-0.194447541,-0.637154192,2.859707185,-2.327216894,2.262637039,-1.33782954,bad +774.0,1.05884278,-0.079005564,-1.543831562,-0.550619715,0.442155252,0.086762188,0.317555935,good +775.0,0.566591691,-2.708646196,-3.313180518,0.663354391,1.086875939,0.33528092,-0.995586036,good +776.0,1.147448359,1.961559391,-1.586544987,2.511214433,-1.274645856,-0.784790247,1.330072744,good +777.0,0.761384554,-0.151109858,-1.59713258,2.918391318,-0.707816391,-1.398917352,-0.029111848,good +778.0,-1.1774893,-1.130156886,-0.464591893,0.870983531,-1.811329436,0.661748107,-1.131353718,bad +779.0,-2.980741437,0.101515699,3.011631798,-0.369518392,2.570251972,-0.855631662,-1.770887232,good +780.0,-0.840793436,-3.72039621,2.913149836,1.528257646,0.079635041,1.955687623,-0.539101247,good +781.0,1.081000545,-0.648706965,1.237449353,0.314275607,0.463345072,-1.691862234,2.524304064,good +782.0,-2.268585842,-1.789799965,1.445566185,1.056595714,-2.46535745,0.691889291,-0.382318078,bad +783.0,0.515237684,-1.136337349,-5.184551921,1.021673716,1.884687189,3.626036715,-0.175329442,bad +784.0,-1.540001237,-0.316826247,1.122198693,1.852148673,2.343956996,-0.032854209,0.351966322,good +785.0,-4.145439993,0.777986007,1.487350603,2.065713154,3.403159187,-2.632625896,-1.263063979,good +786.0,3.31362605,0.021769289,-0.294635627,-4.087563079,3.348488672,1.584653935,4.623162668,good +787.0,2.06547763,-2.402223572,-3.101408793,3.617004291,1.900639338,-0.941696086,-0.373300429,good +788.0,0.456051546,1.089813315,-2.015435584,1.693630623,1.399263107,0.88161806,-2.746453526,good +790.0,-0.645857932,-2.564352832,-1.615879586,0.326544852,2.884080943,1.869757024,4.325308624,bad +791.0,-2.477605551,-0.657952543,-2.094640965,1.580006074,-0.911672865,-0.419339383,-2.949443677,bad +792.0,-0.547609979,-2.547939461,-0.869051647,0.459271777,-1.291142939,1.138855808,-3.099057262,bad +793.0,-2.246946038,-0.670184669,-1.117857289,0.950289632,0.299011514,1.954981502,-0.851295192,bad +794.0,0.440484047,0.856486822,-0.27591664,5.279085234,0.014865358,-4.071384356,-1.319501638,good +795.0,0.638544397,-3.094348429,-1.503426721,2.226712912,-3.532452341,0.565242593,-2.053694418,bad +796.0,0.946640223,0.629283216,0.662392512,1.196954673,-0.71791166,-1.79707199,0.584263593,good +797.0,-1.976268309,-1.69747492,3.938755942,-0.937526951,-1.122784652,-0.043763828,-0.812285956,bad +798.0,-1.920002717,-1.921485556,0.695241953,0.390592344,-0.765199465,1.04654673,-2.087742829,bad +799.0,-1.334120096,-3.22731063,-1.231597544,1.438142252,-0.559514528,1.964592957,-3.480103771,bad +800.0,0.599557515,-2.156929712,-0.504306744,2.228544675,-1.122550916,-0.460466896,-1.604760616,bad +801.0,-0.620788061,-2.230090755,-4.083172845,-0.326026732,3.299766828,3.854242476,0.448603514,bad +802.0,-1.93944674,-0.364142368,-3.365108015,2.898543609,-3.947638432,-0.222995118,-1.498635305,good +803.0,-1.071852907,-1.496799183,-0.303022922,1.425077791,2.18307578,1.532804006,1.433817427,good +804.0,-0.276871875,-1.280344096,1.377729536,-0.607729727,-1.349679892,2.68824004,-0.058599695,good +805.0,0.374536197,-0.17120865,-0.773124611,1.456375952,-2.345211146,-0.586197257,0.120913067,good +806.0,-0.859886092,-1.247253803,-0.765135435,0.725937861,-0.97618505,0.27884569,-1.98172907,bad +807.0,0.491487594,0.099524645,0.305770324,-2.601084495,2.731338602,-0.599310619,3.451955025,good +808.0,-0.501598942,-1.556065124,-1.492657738,2.169665907,-1.260127897,-1.199729262,-0.960916549,good +809.0,1.004670265,0.086562376,-0.827722199,-0.012644899,-1.335902881,0.171168246,1.186177549,good +810.0,-1.158851732,-3.02616535,-1.553845922,0.702148656,3.310212404,2.621771964,2.840613192,bad +812.0,1.867918933,-1.525489177,-1.733019884,1.136499372,-2.357744147,0.323036097,-0.912395857,bad +814.0,0.854038155,1.08069172,-0.212660603,2.659532775,-1.821791809,-1.964684026,-1.260379857,bad +816.0,-0.273281581,-3.070515552,0.748094683,0.981393707,3.254542997,-3.18076517,1.780316712,good +817.0,0.469295728,0.645451496,0.767765675,3.453803384,-3.158562026,-2.253011654,1.010451335,good +818.0,-2.835124117,-0.303738531,0.143170742,0.701498078,1.928976962,0.235919519,-3.274083513,good +819.0,2.35342735,-2.27967331,-0.740084547,2.627467533,0.506160407,1.822820696,-1.409884405,good +820.0,-3.382308674,0.007894689,-0.473654096,3.60837466,6.098778481,-2.436304881,-3.566359317,good +821.0,0.359662874,0.860022963,-0.533276843,0.788401387,1.616287058,-0.713700147,-2.943063246,bad +822.0,0.801531124,-3.959029797,2.661273314,1.425869419,-3.065994437,-0.067518606,-1.353715891,bad +823.0,-0.712120174,1.314940544,-1.574883475,0.941322043,-0.592441001,2.410665859,3.416639346,good +824.0,1.424142624,-1.947901143,-1.708657566,-2.524045132,1.352450039,1.414486069,1.555914074,good +825.0,0.712348023,-0.588145258,-3.215423067,1.089867132,0.47536897,0.386937554,0.633750281,good +826.0,-0.0235387,1.695746742,-2.450548818,-0.261871045,-0.952682965,0.441957991,0.953241072,good +827.0,-0.564969539,0.060714672,-1.074753678,-0.024840049,-0.579623518,-1.106184981,-1.564030154,good +828.0,-0.21434986,-2.319250296,3.079069045,-0.421976554,-0.944833448,3.129955019,1.769225354,good +829.0,2.532592573,-1.339048805,-1.828441017,3.803012593,0.100342137,-0.950687173,0.735685801,good +830.0,-3.116365349,-1.324666484,1.351346126,1.691244658,2.675275745,-0.471181918,-1.990831514,good +831.0,0.427912246,1.773682052,1.236277992,-1.627970413,2.250017748,-1.973513241,2.120970261,good +832.0,-3.861955439,-0.722187565,2.712540816,0.043894313,1.100943111,0.144929021,-1.853269386,good +833.0,-0.11935875,-1.868233134,2.716261806,1.331909323,0.272557793,2.43465261,2.788116753,good +835.0,-0.245488448,-2.933223854,1.122287204,1.516149917,1.76362484,1.957459911,-1.675279484,good +836.0,-1.039686257,-0.962083511,1.12901048,2.282390472,3.534974434,-0.250887033,-0.484022389,good +837.0,2.362734075,-3.805766207,2.03760742,1.640957385,-1.59925564,-1.81641586,-2.538324231,bad +838.0,1.487181294,-1.822071356,0.81473257,0.802818958,1.933549944,-1.841884042,2.448169699,good +839.0,-2.333227356,0.789809118,-0.320618907,0.092722216,0.072852649,0.728017955,-3.47105338,good +840.0,0.824893785,-0.178435425,-0.406084364,-1.794132298,-1.537090702,3.647572905,-2.314749819,good +841.0,-3.663084494,-0.178635441,1.719192885,-0.048221143,4.262458179,0.781106779,-1.877867469,bad +842.0,2.878544937,-2.070839258,-1.835366993,2.761433941,1.987128936,-0.604237302,2.150572298,good +843.0,-0.193807072,1.279221031,-0.580563466,-0.005449535,-1.276169703,-3.592016909,2.392763422,bad +845.0,-1.55343846,0.657055442,-2.956942332,-0.160108301,1.891135484,2.784584769,-0.751640827,bad +846.0,-0.27194342,-0.762935746,1.086550385,0.753758949,0.500654985,-2.680673165,1.608708742,bad +847.0,0.123571386,-2.921409785,1.443927778,2.3997185,-0.315445298,2.83987997,-0.253866598,good +848.0,-1.09716949,1.375531166,-0.684202183,1.990823744,2.508599359,-3.885317568,0.894076504,good +849.0,-3.248587388,2.638634814,0.46550767,-0.361372738,1.424206367,-1.778394318,-3.425881972,good +850.0,0.086283871,-1.673569203,1.538388617,1.724465949,0.022025889,1.461255815,0.72019566,good +851.0,1.806404783,-2.355395033,-0.2061129,-1.210372234,2.765678772,-0.392659285,3.104922831,good +852.0,2.008702779,-3.759528956,0.801810081,2.52351482,-0.564672741,4.041460975,1.327763059,good +853.0,-0.433219304,-2.916016815,1.182532618,0.580386757,0.276184891,3.216621611,-0.81558716,good +854.0,1.476864377,-2.308493433,-0.472105788,-1.674135404,2.1078688,0.396478996,2.714357454,good +855.0,-0.32914168,-2.617138117,-1.808901507,2.471154956,-4.036115604,0.025530654,-1.633272132,good +857.0,2.150467186,-0.900114286,-3.751657343,0.59912509,-2.464789267,2.764077907,0.638395235,good +860.0,2.46407945,-1.672946025,-0.270204134,-0.060312112,-1.367106745,4.491703821,1.210290501,good +862.0,-1.073914806,-3.048915039,-0.907396817,0.684222562,3.169329989,2.61061447,2.683269381,bad +863.0,-0.54606103,-0.539811134,-0.82096586,-0.23790602,-0.559594638,2.064701664,-0.04287989,bad +864.0,-0.633836711,-0.620323598,0.373926443,1.128312738,1.585413416,1.109217091,-1.654340482,good +865.0,1.850968337,-2.905569491,-0.681102095,-1.229914623,2.891594338,-0.113403287,1.285039755,good +866.0,1.313660654,-0.240538867,-1.353445838,0.851020495,-1.349858871,0.114799055,-1.341609287,bad +867.0,0.47047684,-2.127997995,-0.509164344,-2.32409399,3.058286118,-0.48845787,0.517261001,good +868.0,-0.593083739,-0.614563467,-0.965532008,1.375837668,-0.404390723,0.632694826,-0.332070551,bad +870.0,1.578084165,0.334413995,-0.101491305,-0.522943561,-1.925671648,2.299389073,-2.572776035,good +871.0,-1.777052048,-1.072457943,1.208179544,0.556007441,3.466575436,-2.480920363,5.206389947,bad +872.0,-0.107083969,1.119342238,0.251089756,-0.090976042,-0.011057971,-2.045387737,-1.17180874,good +873.0,-0.077013144,-1.479240313,-3.473365209,0.733619204,1.418820787,2.058232828,2.829489418,bad +874.0,0.604029065,0.159728447,-0.817817097,0.364623749,1.045914587,-1.113209506,-1.243639196,bad +875.0,0.441504626,-0.578750902,-3.767359783,2.469893075,0.547227087,4.035780902,-1.692936537,bad +876.0,-1.836150855,1.633075983,0.345968096,-0.76660052,-1.283646636,1.063778691,-0.615545776,good +877.0,0.103705176,0.639170467,-1.800794279,3.311235973,-1.859794026,-1.902893789,0.625448453,bad +878.0,-2.611419982,-0.493192096,-2.293999028,-0.187564463,1.470410307,3.856738856,-1.083532988,bad +879.0,1.365953419,-1.865934764,-2.61515723,0.704463338,-2.727113289,0.28381246,-2.84060724,bad +881.0,1.868966632,-2.573740286,0.690511287,3.867121841,1.327659942,1.919372796,0.298371281,good +882.0,1.665869396,-1.351977363,-2.50718905,-1.424865139,2.417688229,-1.028009621,2.049558231,bad +884.0,1.676050627,0.084912409,-1.391431991,2.697710377,0.766977636,-1.573760873,0.495656913,good +886.0,2.38669846,1.108557014,-1.277840288,4.882421465,-1.61489057,-1.471722502,1.511514415,good +887.0,-3.482217761,-4.393686324,0.761270236,1.129801023,2.166422534,2.999227578,4.022184389,bad +888.0,-0.286679192,-1.726295289,-0.241288132,2.685789863,-1.765188865,-0.159748947,-0.490589561,bad +889.0,1.920744568,-5.59234342,3.5833868,1.617297322,0.841690416,3.208947823,1.75325013,good +891.0,2.874264692,-3.702880406,-1.704317417,3.96381078,0.090643722,-1.058041898,-2.191083585,good +892.0,-1.226355243,-1.077611973,0.726008682,2.805508746,-1.379518527,0.076257795,-0.714199104,bad +893.0,0.474937608,-1.843766141,-0.108722644,3.661634847,-1.013733601,-2.148029499,1.133950788,good +894.0,-0.111969739,-1.024187315,0.966901048,-0.692898581,1.025535771,-2.201253741,1.073826134,good +895.0,-1.347178263,3.821094043,-1.563330498,3.648971907,-2.425278302,-2.482908816,-0.153359887,good +896.0,-0.255417492,-3.7245144,-2.289936321,2.299078697,-0.806970221,-0.632365628,-1.109603654,good +897.0,-1.701201299,-0.825931857,1.35033649,-0.464458651,0.995155776,0.867103783,-3.090406634,good +898.0,-2.434181469,-2.395268733,-0.366694008,0.689192609,3.285802082,3.970508519,-0.681570939,bad +899.0,2.081552632,-3.903800493,2.628814038,3.289790388,0.304922106,2.287815754,2.600239701,good +900.0,0.459343355,-0.485814403,1.262989771,2.142451018,0.237014379,-3.065212237,3.496538098,bad +901.0,-1.065431023,0.143722638,-2.74007107,1.707320601,1.50847751,3.965112143,-2.061053621,bad +902.0,-2.142423097,1.952107472,-2.521274217,0.39862791,0.823257484,0.683039333,-3.759799863,good +903.0,2.892774871,0.900971232,-0.418609504,4.59193582,-0.46612229,-1.787328692,2.215688603,good +904.0,1.390972897,-3.280604021,-0.874736404,1.52799777,3.70972063,-1.499698377,2.564238209,good +905.0,0.121914996,-0.949051136,-2.883909254,2.798849457,-1.042559857,-0.530314421,-0.045183862,good +906.0,1.157303066,-1.667305035,-3.93396393,4.061074114,-3.066174072,-0.020476977,-1.101755862,bad +907.0,-1.424181699,-2.184957665,0.772973172,-1.203528884,0.736420181,1.820272944,-3.016466776,bad +909.0,-0.882610481,-0.064112922,-0.553560019,0.162855688,-1.123233714,1.872529539,0.922071266,bad +910.0,2.466118683,-2.925495981,0.927684636,2.071177352,1.358283471,3.139909748,2.42129939,good +911.0,-0.350124848,2.726108355,0.368016902,1.630109945,-0.456240366,-2.630265952,1.86746951,good +912.0,-0.376141097,-2.257383581,1.172807734,0.572536585,-1.032369809,2.786392233,-0.166934434,good +915.0,3.318008046,-4.747398999,2.240393389,3.5499494,-0.146626932,3.265215353,2.577473097,good +917.0,-0.886589942,-1.190352787,-0.447499168,-2.516764475,0.363910378,-0.507086241,-0.813557818,good +918.0,-0.677468458,-0.593619979,-3.458919696,-0.031201413,0.440183699,0.031564418,-1.532051498,good +920.0,0.155755892,-0.698560269,0.766754928,1.865080701,-0.28554256,0.944385629,-1.012158006,good +921.0,-0.56576727,1.342609339,-2.871666494,0.092810013,1.4688122,1.807683039,0.070887645,bad +922.0,0.087174363,-1.138952157,-1.145771569,2.806365946,2.231873757,0.459553503,-2.639978091,good +923.0,-3.265543488,-1.02756021,-2.200223918,-2.161813516,2.12343533,3.672672642,-4.382106445,bad +924.0,-1.342243145,-1.610086814,2.0057262,2.10336904,1.376180858,-0.997026635,3.489358464,bad +925.0,-1.953494882,1.458415502,-1.243689029,-0.565880003,1.07431623,0.306922814,-3.65321852,good +927.0,-0.844439361,-2.54502454,2.782870463,1.439656354,3.140890888,0.441873909,-2.189896681,good +928.0,0.076444123,-0.896610197,-1.105304552,1.389610378,0.848940578,1.532208376,-0.159626345,bad +929.0,1.399783572,1.036337966,-0.642470642,1.480019356,-0.925231097,1.131227991,-2.384086925,good +930.0,0.923694005,0.664399808,-3.141028855,3.061432051,-0.24205667,1.954008085,0.618410208,good +932.0,-2.614034085,-3.357348201,-3.308691107,-0.909421134,3.49454088,4.975883944,2.058232952,bad +933.0,-0.433820028,-0.01531881,0.143291289,0.64761814,-0.790599917,-0.710096682,-0.311928118,bad +934.0,2.913226335,-4.513222772,-1.735331568,-0.774266043,5.084390973,0.320790603,1.975611851,good +936.0,2.265607836,-1.822749797,-2.67785281,2.385820049,-4.086206823,-0.528244099,-1.135254622,bad +939.0,-1.021164842,0.662863121,-2.096623265,1.400411799,0.41917634,-1.334075686,1.128191131,good +940.0,-2.768701223,2.349618718,-3.016333594,1.136014229,1.788677723,1.474187018,0.569352532,bad +941.0,-2.244569977,-0.592443441,-1.45840545,0.615350302,-2.087305186,1.951337928,-0.491173801,bad +942.0,-1.230897717,-0.601529007,0.053188843,3.090883674,-1.049220931,-3.239572473,-0.885985558,good +944.0,-0.956779754,1.228210419,-1.283041689,1.908249778,1.377090543,-0.218279745,-0.201583219,good +945.0,-3.634499756,-1.863587999,3.858929191,-0.831101451,1.474692178,-0.038911798,-1.189820366,good +947.0,1.915855843,-0.988939958,-1.049353649,1.00480985,2.384984458,-0.827303935,2.40789327,good +948.0,-1.210806251,-0.724530015,0.834792768,-1.626050452,0.233619665,-1.569586214,1.124419217,good +949.0,0.617402041,-2.574566748,-0.564992188,2.738690879,2.320601176,-1.706674583,4.687954168,good +950.0,3.182512603,-1.23739728,-2.919525969,1.596671737,-0.688642041,1.564196836,1.525039867,good +952.0,0.234864163,0.217702559,0.347758926,0.099705734,0.73309596,0.430581455,-2.893865646,good +953.0,0.986430179,-2.754966761,2.137415253,2.135527747,1.202552665,1.500782517,-0.534094288,good +954.0,1.685933654,-4.275657713,-1.59989827,0.998565566,0.641066263,4.526599783,-1.926771608,bad +955.0,0.684001861,0.264121486,-2.775463826,0.376440041,-0.129448859,1.248313785,-0.352533686,bad +956.0,-0.582115179,-0.142370086,-0.057086135,1.164174227,-0.546289605,-0.318578669,-2.088865252,bad +957.0,1.695873018,-2.170523375,-2.490740424,1.009216164,-1.022447495,0.929089101,-1.072149163,good +959.0,0.417864594,-3.215078423,1.87922744,1.470473381,0.011738972,2.864335661,1.260253613,good +960.0,1.792871307,-3.424825557,-4.087913644,0.102560494,0.122414449,2.330756511,0.914403502,good +961.0,0.433143551,0.100089122,-2.64677244,3.006648211,-1.389106374,-1.818382161,-1.15329372,bad +962.0,-1.719885991,-1.664451776,0.446355556,1.557677191,2.120095122,0.657711473,-0.97791175,good +963.0,-3.327767295,0.457108327,3.013280476,-0.730097692,1.468226148,-0.91962328,-3.309784564,good +966.0,1.201791244,-0.362702255,-3.071230333,0.309297224,1.676927785,0.377243793,0.254979585,bad +967.0,1.85333895,1.142824223,-0.656871904,3.643154289,-1.897169018,-1.128151025,-0.923307315,bad +968.0,1.908380532,-2.776327562,-0.202382062,-0.80345759,3.120930176,-0.827356878,1.30054503,good +969.0,-2.052283115,-1.300234458,-1.013162055,1.787986279,-0.958963164,0.724756527,-1.614529778,bad +970.0,-0.473517243,-1.634346113,-0.222256073,0.870474501,-1.75799632,0.638384127,-1.312242503,bad +971.0,0.605090372,-1.545072015,-3.286126482,0.606338826,2.018061154,0.722150344,2.518539233,bad +972.0,-1.252795549,-0.273387181,0.484443403,-0.137161972,0.230824474,-2.266708339,1.01775056,good +973.0,-1.021574338,-0.5601416,-0.27518564,2.982361371,-1.099806241,-2.237719887,-1.120162817,bad +974.0,-0.569628663,-2.391954138,-1.139627424,2.66176888,3.452586212,-2.791589302,2.097802087,good +975.0,-0.977650136,-0.305415675,-1.862190559,0.18379667,3.301545454,0.72802176,2.74473663,bad +977.0,0.87446116,-0.178893497,-2.025701604,2.455903102,-1.157452996,0.54503677,0.629141468,bad +979.0,-2.662658928,-2.601674875,-0.058714493,2.154432411,0.094333623,1.553419533,4.037146399,bad +981.0,-0.340399213,-2.916425062,3.002375607,1.33568343,2.754835455,0.781658013,-1.080151306,good +982.0,-2.623636628,0.299932011,1.776975698,-0.854282032,2.2385005,0.704519482,-0.515157585,bad +983.0,4.136379887,-2.058473665,-0.124515713,-2.001654358,4.248299964,0.85035159,4.393658725,good +984.0,-2.937254991,-0.577159765,-1.106482667,0.357835954,0.913826886,2.937546728,-0.95186741,bad +985.0,-1.857783984,2.34886037,0.540231035,-0.565698323,1.609930424,-3.109112713,1.230691463,good +987.0,1.139302314,-0.180909126,-3.110081584,0.347346947,2.564799844,0.354353794,0.124899208,bad +988.0,0.417940476,-2.959687014,0.97127899,3.987537359,2.076124758,1.512889607,0.248260945,good +989.0,-3.405870573,-1.889767751,2.899311469,-1.034753666,1.434967725,0.524410184,-3.184964955,good +990.0,0.292568208,0.67748661,-1.473442827,2.477455546,-1.361697419,-0.128687406,0.004235805,bad +991.0,0.352351037,0.255225616,-0.475636421,0.207086248,0.954357604,-3.093941813,5.588124235,bad +992.0,0.548493968,0.488979079,-1.995853361,2.467900075,1.704923057,1.278586366,-0.627642994,bad +993.0,-0.658010481,1.288879594,2.79956195,-1.655043661,-0.307709566,-2.500165538,2.878142344,good +994.0,1.438107204,-1.185783247,0.48832231,1.496157199,-1.070271866,-1.111976504,1.712699274,good +995.0,0.241068536,-0.555240943,-1.832482053,0.666811231,0.753381194,-0.221876444,-2.392702312,bad +996.0,2.24325593,-4.079302046,-1.567456516,2.347822168,1.066503328,0.004403827,2.536835582,good +997.0,2.789450989,-0.350117702,-4.03219941,-0.075977127,2.11307057,0.115447409,-1.454219836,bad +999.0,-0.938877608,-0.169641689,-0.220232474,1.263677317,1.353255279,-0.144245235,1.22898763,bad +1000.0,-1.450722623,-1.873303787,-0.743177804,1.981552145,-2.092821414,1.691483862,0.784607915,bad +1001.0,-0.157271619,0.829703853,-3.27215596,1.226894151,-1.36458925,1.487907926,1.052510895,bad +1002.0,-2.82372437,-0.451234257,1.082199596,0.833982997,2.47181695,-0.821953201,-2.698721567,good +1003.0,0.48573438,-4.694670684,-1.94594246,2.022091675,0.861829748,-0.643013894,-1.414626558,good +1005.0,-2.025514845,-1.073743514,-0.56538837,-0.321394847,0.454941226,0.248735333,3.669770294,bad +1006.0,-0.936155999,0.300120045,-1.943790524,1.196775043,-1.966993862,-0.662338652,-0.651472669,good +1007.0,-0.533447689,-1.605149271,-5.715134453,3.093680856,-3.30300905,2.255091404,-1.981574246,bad +1008.0,0.617173994,-1.361685937,-2.621162853,-1.075201067,3.260811348,1.326728883,-0.805294862,bad +1009.0,-0.03651479,-0.979888239,-0.98586817,-0.241794309,4.411388366,-1.870524731,1.970783741,good +1010.0,-3.943657521,-0.792984109,0.099416637,1.245084592,2.432160572,1.616126875,4.308434418,bad +1011.0,-0.553438031,-1.485230595,1.178210805,-0.766074439,0.726136642,1.214320842,-3.315902733,good +1013.0,0.094103112,0.407294368,-0.390131643,2.530804324,-3.129980546,-0.322171308,-3.101679757,bad +1014.0,-0.530249858,0.4932471,-1.335097836,-0.053888685,0.919019732,-0.616124778,-0.461544176,bad +1015.0,2.461235858,-1.372053506,-4.432614766,3.067025691,-0.619639377,1.440307125,0.749383473,good +1017.0,1.387968335,-2.540032008,-2.849653633,1.081977146,0.342861974,1.916185582,0.62809646,bad +1018.0,1.932336419,-1.785171569,-0.050078129,0.777337381,0.09889236,2.415390834,-0.686163646,good +1019.0,0.546077805,0.454631306,2.023503567,0.251398866,-1.453233643,-1.617008997,1.220969825,bad +1020.0,0.413824406,-1.216512236,-1.41426186,-0.183651265,-0.364973015,1.292809043,-2.124795261,bad +1021.0,1.517685682,-2.032264599,-0.499675675,1.663579851,0.155139292,-0.388889416,3.793323716,good +1022.0,-2.090905422,0.400443351,-3.481023953,-0.596056624,1.387854191,4.547881416,-0.448345002,bad +1023.0,-0.52075177,-5.4137325,-1.123145153,2.982759983,0.347231924,-2.104364947,-0.426703685,good +1024.0,-0.503870437,-0.423417192,1.654682628,-1.085264511,0.079774502,-1.754534324,2.046075689,good +1026.0,-1.39487577,-2.155463832,-2.937887402,2.307469858,-0.940956308,1.328301132,-3.125420729,bad +1028.0,-0.986916637,1.650286962,-1.203166514,-0.818641787,0.463659427,0.711011385,-1.655330392,good +1029.0,-3.348767595,-2.208399624,2.573416951,1.359633989,0.872908539,0.62559797,-0.129697828,good +1030.0,1.740478996,-0.862067926,0.931082814,2.511759558,-0.072283974,1.473104628,-0.512978748,good +1031.0,-1.561235571,0.7322236,1.601120117,-1.348361715,0.455594937,0.832943932,-2.813656094,good +1032.0,0.273757481,-1.723821116,-0.376106844,0.81706123,0.992272417,-0.81916701,1.29348935,bad +1033.0,-1.552304505,-0.568828352,-0.295292327,1.015398702,2.716914618,1.537340818,1.155864135,bad +1035.0,-2.402552423,-1.466359969,1.367857819,1.768676579,4.174825511,-0.856216782,-2.661384616,good +1037.0,-0.711822187,-1.114416631,-1.332153755,0.660113656,1.309089973,0.159041994,2.070395901,bad +1038.0,-0.068213576,-1.511633664,-2.028504963,0.291905325,1.6544272,0.577521866,2.518374081,bad +1039.0,2.122771463,-4.2298476,-0.238536396,2.112481718,2.865717277,-1.347609951,2.653468431,good +1040.0,1.579824972,1.523021713,-0.127712628,-0.525103809,-1.529871694,0.02706922,1.403521232,good +1041.0,-2.055776172,-3.355322872,3.554301882,0.904296776,2.368481362,0.393883593,-0.083337968,good +1042.0,0.148672211,-1.497965097,-0.314322424,-0.840648179,3.563195109,-1.603538799,1.791805414,good +1044.0,0.519059098,-0.755125534,-2.987656953,-0.588860684,4.108543179,0.85376161,1.090284676,bad +1046.0,-2.599597125,1.553562558,-0.300748064,-0.057386471,2.26118425,-1.291584107,-4.43408316,good +1047.0,2.222226794,-1.458008096,-1.286354202,1.479970603,0.344612352,-0.099295037,1.501562875,good +1048.0,-0.301200647,-1.574805634,0.391781151,1.160507964,-1.479410851,0.480208358,-0.591156761,bad +1050.0,-1.623852628,-3.772115711,-1.24128281,3.85791495,0.248019146,-2.940423263,-0.756159031,good +1051.0,2.019954774,-1.486366025,-2.331938565,-0.396322896,0.012627897,-0.275645335,0.019333986,bad +1052.0,-1.976684469,1.463371346,-0.540581845,-0.010424667,2.222218252,-0.566456435,-3.780843258,good +1053.0,-1.157606857,-1.263104355,-1.680959385,0.733119419,0.186830464,1.200394976,-0.24299231,bad +1054.0,1.512469423,-3.011296241,-1.714573448,3.716475757,3.471412992,-2.31863619,1.048440252,good +1055.0,-0.407202953,-1.17341051,1.736201949,1.519927897,1.629251428,0.056597688,-0.483888959,good +1056.0,-0.504181355,-1.496259848,-3.322178632,0.79911341,0.383919832,2.278242154,0.991549395,bad +1057.0,0.754979278,-2.540220866,-0.914930795,2.154751853,-1.785374739,0.906782499,-1.272654789,bad +1058.0,-2.085929594,1.273998239,-0.910668571,1.510734773,4.98885815,-2.112235738,-4.085738692,good +1059.0,-1.415348146,-2.333860279,-1.910492876,0.705609026,0.752091172,3.442235101,-2.304147763,bad +1060.0,-1.99640797,1.145121367,-0.822238626,2.407963638,3.783584355,-1.123365677,-1.519371671,good +1061.0,-0.609625194,-1.747734107,0.944680078,2.448034821,-0.397477816,1.177330947,1.83775147,good +1062.0,2.223308592,-0.231448933,-5.853566037,2.016113493,0.486770325,5.022646374,-4.868417376,bad +1063.0,0.507344329,0.598105312,-3.309425627,2.302681402,0.307121113,2.129057473,1.931514995,bad +1066.0,0.265300999,0.420142553,-1.408401769,2.471707423,-0.617136781,0.424931093,1.236271681,bad +1067.0,-1.317804004,-0.962762291,3.439200728,2.16521573,-0.762704335,-1.984480772,0.640408505,bad +1068.0,0.967456166,-0.684380037,-0.394760141,1.394212842,0.678412395,-1.845711216,-0.429658576,good +1070.0,-1.234563407,-1.119283521,-1.307462544,0.970481743,-0.35143782,2.788417932,0.032870604,bad +1071.0,1.668865185,-3.592426551,-2.907858606,1.598578125,-0.849828113,0.752074557,-1.660211588,good +1072.0,-1.333970425,-2.241195081,-0.754421939,2.188073826,-1.088462224,-2.193255344,-1.288854244,good +1073.0,-0.124904692,-2.291856932,0.954402632,1.012762494,-0.670690173,2.147549701,-1.419024768,good +1074.0,-3.646451688,-0.239610588,-0.306737877,-0.662168096,-1.193714145,2.504408406,-0.625379668,bad +1075.0,0.721002304,-4.17669592,-1.533717524,2.52465366,0.407213285,-0.957449926,0.060613779,good +1076.0,-0.272869095,0.791424316,-0.031585559,1.653892902,0.041974563,0.374244352,2.264292465,bad +1077.0,-0.500882202,-2.066469763,-1.494614797,-0.033315164,3.390474702,0.738247821,3.230441357,bad +1078.0,-1.378428696,-1.09546502,1.552838408,2.133737198,1.706409118,-0.140609612,-1.429723526,good +1079.0,1.175254612,-2.023453658,-0.608436062,2.111248983,1.579690415,-1.604498657,2.068649561,good +1080.0,0.849857355,-2.721716593,1.01004216,4.379728712,1.998341247,1.549144835,0.340346714,good +1081.0,-2.22972161,-0.002755255,-0.391042727,3.111569721,-1.026054417,-3.98148506,-2.983107289,good +1082.0,-0.87937289,-0.412428796,2.142780545,-0.246345198,0.6530814,0.298231842,-0.549825346,good +1083.0,1.084181135,2.448842938,-0.832397859,-0.261020423,-0.718777168,-0.574946573,-0.932228278,good +1084.0,0.594408142,-3.380675888,-0.87782443,0.332210609,-0.773051227,0.042164754,0.168699111,good +1085.0,2.111309216,-0.363700268,-3.46298717,-0.805192071,1.548965449,-0.238817254,-0.711558086,bad +1087.0,-1.583842619,-3.11319103,-2.016749975,0.832117879,-0.852942432,-0.625209532,-0.758572586,good +1088.0,-4.852723928,-2.163696895,0.058805313,0.269536858,2.206636959,3.338506751,3.364612329,bad +1090.0,-1.378022157,1.90702285,1.20275617,-2.17723267,-1.450805887,1.139070715,-1.626797333,good +1092.0,-2.083041788,-0.680601963,-0.7388873,2.170800799,0.619500365,1.86624271,-0.467479407,bad +1093.0,2.322444287,-4.279499427,-0.097545625,-1.533767455,-4.078670325,1.010903231,-4.37221972,bad +1094.0,-2.072957322,0.296003477,-1.83345656,1.545678983,0.502811427,2.398902712,0.960135336,bad +1097.0,1.696529292,-0.941786609,-0.008746545,2.531215512,-1.160225776,-1.001939914,1.820526057,good +1098.0,3.602229864,-1.657558451,-0.607623597,2.03462981,4.056210464,-1.129443865,4.125265455,good +1099.0,2.583458053,0.936204558,-1.431337674,3.428370819,3.01390711,-2.269795546,1.815548893,good +1100.0,-1.639128331,0.021700516,-1.885064695,-0.413210631,0.059471927,1.731655029,-1.437493738,bad +1101.0,0.28872339,-3.269042611,1.798890804,1.847310655,0.293245569,3.092944123,2.219890486,good +1102.0,-2.398080479,-0.807957409,1.91126588,1.566913576,0.06873932,0.137307426,0.277447319,bad +1103.0,-2.402892717,-2.019973119,-2.540682943,0.670432423,0.182995281,2.845023369,-3.534843901,bad +1104.0,-0.494747502,0.804189688,0.324040516,0.966438874,-1.883191199,-1.003225751,1.268758457,bad +1105.0,0.825969108,-0.792048053,-0.502043042,-0.562489375,0.721549216,-0.098617443,2.836815744,good +1106.0,2.088598751,-2.478096235,0.744339978,1.949369466,-0.066606419,2.452352867,-1.428508854,good +1107.0,-2.317370986,2.509942419,0.074740167,-0.425841945,1.489981496,-0.999539834,-1.873596372,good +1108.0,2.728652926,-2.738928313,-4.569206033,3.429014767,2.388080129,0.534863996,0.445759947,good +1109.0,0.778994359,-0.637063547,0.730897764,-0.062357364,1.016756745,-1.478821657,2.548896236,good +1110.0,-5.975032091,-0.829742604,5.538864978,2.010827044,1.415674551,-0.997706375,5.416040003,bad +1111.0,0.499919652,-0.642336781,-0.8863567,-0.710935404,-0.794483055,0.073186825,-0.021881716,good +1112.0,1.927579162,-0.070994754,-1.837783823,1.706161991,-2.198908859,0.443219562,-0.166238213,good +1113.0,-1.384912999,-2.295848488,-1.561330379,0.156975016,3.616023379,1.877152522,1.876060595,bad +1114.0,2.449576793,1.373389117,-0.222664256,2.736058751,-0.286664276,-1.377858784,2.35380814,good +1115.0,-2.361152461,-1.056803639,-0.478045687,-0.022595107,0.122593363,2.110887484,-1.569037068,bad +1116.0,-1.575929644,-1.184093819,2.651744599,-0.742934134,-1.851140846,1.993245316,1.602278558,good +1117.0,-4.498233887,3.598690425,-0.510057508,-1.404001423,0.995025521,-1.035168565,-4.525029897,good +1118.0,-0.155023844,-1.901167356,2.615143915,1.091245248,1.642629141,0.378677135,-1.705311656,good +1119.0,-3.730617456,0.733581791,0.374005659,1.032236238,3.309976486,-1.620151548,-4.969911363,good +1120.0,0.38324912,0.379942971,-2.241083058,2.900525971,4.191639215,-2.859764021,0.192862807,good +1121.0,2.687877436,-4.220816518,-1.915557151,1.838030502,0.659535712,0.193476694,-1.219137533,good +1122.0,-1.240914396,-1.258017335,-1.637557706,0.486522272,3.515193044,1.669933881,1.96329495,bad +1123.0,-1.97530185,0.148919043,-2.065254398,0.971761931,1.009978356,-1.996483744,-1.310787649,good +1124.0,-4.84440481,-1.635109497,1.935689924,-1.317277191,0.573537376,1.535545214,-3.416156974,bad +1126.0,-0.012767581,-1.84302722,0.336217951,1.946008032,0.272622813,0.597072678,-0.771769254,bad +1127.0,-0.819889002,-2.35346329,2.606042575,0.15499087,1.299494552,1.211605631,-2.830885051,good +1128.0,-1.026338398,-0.071890632,-1.448020317,-0.333519852,1.673629351,3.022588193,-0.325436857,bad +1129.0,-0.02014636,0.690641911,-1.930558022,1.778430468,0.024479785,1.926125704,-2.305923979,bad +1130.0,1.203124977,-1.887092813,-2.551971029,1.080266556,3.499233357,-0.427476892,2.928774852,good +1131.0,0.432693567,-4.792885509,0.860420309,1.658356002,-1.372831379,-0.596495213,-5.056589969,bad +1133.0,-1.194072842,-1.709236632,1.531268362,0.915136696,0.293435404,0.088832438,-1.294135499,bad +1134.0,-0.633935976,-1.643720896,-0.635279622,1.425874063,-2.043850984,0.443625414,-1.227993857,bad +1135.0,2.77831595,-0.401484536,-2.266670106,2.092095265,2.563267927,-0.756643897,0.098645604,good +1136.0,-0.013717782,-0.116183901,-0.866420466,0.558549006,0.380898411,2.564543574,-0.214724499,good +1137.0,-1.383927423,-0.930352548,1.211821559,0.166008503,1.203458702,0.746357112,-0.761850508,good +1138.0,-2.4691398,-0.795279218,1.931252852,3.513257988,-1.470258015,1.327658116,-1.192430581,bad +1139.0,-1.233413202,0.64103924,0.936459069,-0.551161348,-1.82710165,2.047326882,-0.171433286,good +1141.0,-2.375613934,-1.040194121,0.867260144,1.0911524,1.473156448,1.435684985,0.244738583,bad +1142.0,0.773108074,-3.642106501,0.778034842,-0.989159676,4.430591543,-1.726814878,3.050600945,good +1143.0,1.328124075,-0.4626992,-1.784055885,0.334618482,1.599624155,1.023210474,-1.745919587,bad +1144.0,-1.215310565,-0.988645286,1.48422958,1.117431705,0.176302288,0.973651068,-0.2553206,good +1145.0,1.681674893,-1.712904271,-1.282321841,1.768737676,0.038297527,-0.936565942,2.821766372,bad +1147.0,4.264394965,-2.038458624,-3.292643859,2.143563544,2.024295718,1.166679045,1.657770128,good +1148.0,3.263620871,-2.120195132,-1.687950227,1.53192175,1.758370948,0.047135163,0.776321633,good +1149.0,1.079383302,-1.350370629,-0.914098462,0.044371605,2.778970266,-1.161796435,2.006451575,good +1150.0,1.819744396,-1.174085697,-2.772288021,-0.039636225,-1.437848024,1.64881056,-1.098696642,good +1151.0,-2.852332903,-0.297597329,2.1913475,-0.62120734,-1.756340087,1.390835607,0.716829312,good +1152.0,1.250977228,-4.182937814,1.225434692,0.361952327,-3.253542718,0.525503493,-2.60312352,bad +1153.0,-2.154830114,-1.79358716,-1.102180638,-0.218416918,-1.245245873,2.202829379,-2.612310691,bad +1155.0,-2.771410565,-1.084593023,-1.723839233,1.382400517,0.189274049,3.654687122,0.308340666,bad +1156.0,0.201485353,-0.964008331,-0.827369894,1.024786583,-2.597411907,1.525534299,0.86478663,bad +1157.0,0.107725382,1.736155689,-0.756676824,0.161797373,-1.477467932,1.782699508,0.579767371,good +1158.0,0.024337754,-2.21590944,1.309567963,1.569842589,-2.798334523,-1.290025102,-1.231201967,bad +1159.0,0.494946241,-1.53767335,-0.202694735,1.305193953,-1.376384378,1.4512799,0.825066953,bad +1160.0,1.601266871,-0.984489123,0.529442031,1.660762357,-0.875868318,0.767274275,1.895399271,bad +1161.0,-0.854419598,0.216672266,0.783628193,-0.093935613,1.778851464,-2.469490388,2.544447652,bad +1162.0,2.779673126,-1.913361054,-1.15808634,1.897358876,1.109105299,-0.557879795,0.801162074,good +1165.0,-0.791566524,-0.472792896,1.087454147,-1.489113488,-1.467248606,3.520586893,2.135494154,good +1167.0,-0.9224065,-2.287546768,2.111653203,0.852655504,0.456668196,2.057953256,1.561895451,good +1168.0,3.951103956,-0.041957142,-5.216879161,-0.823365221,1.582149647,-0.824403812,1.338036233,bad +1169.0,0.661481765,-0.172530044,-1.292935242,2.287007246,-1.045618656,-1.026659225,0.461086978,good +1170.0,-3.42702015,-1.288880547,-1.151082989,0.017909233,-0.329816434,3.943561318,-1.146541689,bad +1171.0,-2.177589268,1.45974461,1.833740912,3.119198952,-1.906023301,-4.281311684,1.689841773,good +1172.0,-2.480182814,-1.328741336,0.882916528,3.432893611,0.627784758,0.523801474,2.035405642,good +1173.0,0.829707742,-1.060489829,-4.084788164,-1.225554288,3.740484998,2.823865241,-1.932296411,bad +1174.0,-2.430002066,-1.181757258,-2.519678728,-0.753670218,-0.79875823,3.182403786,-2.763581118,bad +1176.0,-0.910043088,0.345996079,1.561931859,1.747125436,0.390026128,-0.38600519,1.552371873,bad +1177.0,-2.123387247,-1.689084779,2.824587542,-1.330052936,0.955951345,0.772548294,-4.125685106,good +1178.0,1.432987534,-2.726885322,0.729770909,2.165785931,0.951947386,2.924848867,0.366164489,good +1179.0,0.630582669,1.499173573,-2.00808476,1.857578018,-1.192890569,-1.299939429,1.019526009,bad +1180.0,0.605335244,-0.354981746,-1.014710203,0.604299147,0.896362393,1.787343515,0.298523531,bad +1181.0,0.867926694,-3.132131769,0.233071325,1.268547086,1.613139257,-1.994739755,1.101818513,good +1182.0,2.355510963,-2.571989098,0.978477445,1.907328173,-0.742186356,2.941429502,-1.138202266,good +1183.0,1.176587299,2.578443532,-1.924189345,4.26967695,-0.850471194,-1.79906129,0.583067518,good +1184.0,-2.303770321,1.878451438,-0.44679623,0.322724266,1.171032321,-0.821400531,-2.674506672,good +1185.0,-1.722888383,-1.183176285,-1.890238411,-1.060362134,1.848864083,5.201605451,-1.12185085,bad +1186.0,0.849494925,-0.231710566,0.936645736,-0.873354652,2.426435683,-1.888175042,2.810348673,good +1187.0,-0.89431681,-0.988589157,-0.378440325,2.905808296,-3.118098132,1.268984967,-0.584857573,bad +1188.0,3.489910334,-3.710016895,-3.244492331,2.480136238,0.061552336,1.494731717,-0.436040062,good +1189.0,1.102580575,-2.189710044,-1.318489941,1.908254535,-3.674467564,0.095646161,-1.164808614,bad +1190.0,3.30525532,-0.365827922,-5.150419025,-0.881562286,4.545103503,-0.283234995,1.472263329,bad +1191.0,-2.9184276,-1.996235656,-0.965561773,1.03958601,2.498588583,2.750874958,2.545422919,bad +1192.0,1.992301632,-1.20986274,-3.084440351,1.114768544,-0.131166655,0.804791626,-1.071621924,bad +1195.0,-4.323395557,-0.480858513,3.111942091,2.471990253,-1.279932727,-0.833375565,5.529057165,bad +1196.0,-0.420469081,-1.279853687,-0.294858213,1.255445098,0.007914302,2.217460883,0.438022588,bad +1197.0,-1.126977102,1.051732995,0.151848734,-0.11075039,2.062631605,-1.205619395,-5.049826951,good +1198.0,1.858872886,1.733860347,0.158523633,1.245014642,-1.411167919,-1.161292075,0.836379512,good +1199.0,1.030414366,-0.383283703,-0.315503512,3.765261047,-0.70765035,-1.176687564,1.632220274,bad +1200.0,-3.523716271,-2.087445386,-1.241617655,0.305846551,-0.081689252,1.571104344,-4.438979897,bad +1201.0,2.635308084,-2.320476019,0.011427352,-1.643482926,5.269197058,-0.885595685,2.965505402,good +1203.0,-1.328020928,-3.509870459,1.180194689,1.844718905,-2.361462229,-0.453975743,-3.13052801,bad +1204.0,-1.423881415,-1.866378319,1.357553122,1.830047321,3.360871926,-0.07231072,-2.371781666,good +1205.0,-2.946805148,2.161907387,-2.605573593,-0.96484062,-0.017982747,3.267219496,1.304226459,bad +1206.0,1.651094485,0.265407463,-2.468423582,0.170139328,4.078708088,0.413490811,-1.13105906,bad +1207.0,1.078988835,1.748098959,-0.46744579,0.973976182,-1.772851599,-0.541926568,1.224430811,good +1208.0,2.812213006,-1.697845913,-0.118127967,2.586678846,-0.564402475,1.576938257,-0.7445219,good +1209.0,-1.87053341,-1.335990399,0.277939832,1.899510215,2.509132421,0.414078546,0.244161158,good +1210.0,-0.016624055,0.380198042,-1.510938372,1.756055388,1.646458161,2.25479157,1.906740297,bad +1211.0,-3.059858261,-1.133093422,2.58719443,-0.501808301,1.687013732,0.536824052,-1.396166003,good +1212.0,-1.973276897,-3.830499332,5.612644416,2.101756234,2.53470734,0.223946461,1.643451555,good +1213.0,-4.081602285,-0.571111907,2.917172959,1.227117413,0.490337364,-0.498688469,2.7095919,bad +1215.0,-3.776619209,1.224557653,-2.385297844,1.195891872,-0.389270958,1.615041983,0.149826546,bad +1216.0,1.71842717,-1.920208606,-0.108801514,1.29516895,2.473607418,-1.307853629,3.637884115,good +1218.0,2.960961276,-4.550052075,-2.840140176,1.502720079,3.757409404,0.12866682,0.673818582,good +1219.0,-0.90151318,-1.116781544,1.616775457,-0.003374991,0.872161771,1.616469557,-0.213484699,good +1220.0,-1.731713371,-2.932460947,-0.751454229,-0.407008277,0.649982563,-1.157635949,0.635916325,good +1221.0,-1.380462942,-0.521432155,3.335713228,0.143991116,2.513751413,-0.466678528,-0.030533085,bad +1222.0,0.184781986,-3.970656444,3.020796847,0.147700876,0.071198093,2.991972655,0.673504733,good +1223.0,1.348680321,-0.733837122,1.389230281,-0.467377313,4.523724218,-2.426100222,3.618673557,good +1224.0,0.142194958,-2.816123497,-3.161171671,1.18767185,-0.35290461,0.261584695,-2.589597715,good +1225.0,-0.672324516,-0.929959678,1.396176722,1.679202161,0.345571559,1.927739046,1.436965362,good +1228.0,1.127844829,-2.29010015,-2.121897035,3.136958164,0.168732202,-0.872945837,0.364630565,good +1229.0,0.694747655,0.605128177,-0.362320625,1.889233623,-0.55032701,-1.137562821,-0.533024496,bad +1230.0,-0.039847297,-1.506390608,-1.037178214,2.138903709,-0.59518207,-1.299815262,-2.734030154,bad +1232.0,-3.086025191,-1.985625219,-0.527285803,0.978989219,2.205030798,1.298361016,6.17198647,bad +1233.0,-1.222419169,-1.389613283,-1.322684748,1.737928792,-2.17578276,-0.06418278,-1.826704357,bad +1234.0,-0.799312628,-0.027818577,0.81234786,1.755904601,-0.785578577,-0.924556249,0.449868274,bad +1235.0,0.573690472,-0.240441492,-4.039749149,2.889477781,-1.155237455,1.700776918,0.822411546,bad +1236.0,0.585948605,-1.273267029,-2.430298051,1.804789437,-2.513941876,0.562883778,-1.074677266,bad +1237.0,0.955259491,-3.638161922,-0.728256885,0.326914849,0.456008142,-0.581192941,-0.969689707,good +1238.0,-2.601054797,-1.696679966,-4.184230513,1.085641003,-1.326777191,2.323449897,-4.368247677,bad +1239.0,0.571189234,-1.670900685,-1.162681144,2.191042685,-3.082068149,0.676342374,0.270877363,bad +1240.0,0.025455217,-1.54019034,-0.710575589,0.61069912,2.310255187,0.351229233,0.671572499,good +1241.0,0.699298705,-0.565163514,-1.660427309,3.076135075,0.28494071,-1.619175289,-0.0287965,good +1243.0,-0.276731342,-2.278335701,1.073350347,1.18530113,-2.921572425,-1.269544591,-0.032305611,good +1244.0,-2.134249264,-4.316107365,3.24381243,1.289540401,1.392813726,1.418498995,-0.393146676,good +1245.0,0.457311446,-3.74091318,3.264172519,3.425624286,-3.96250598,-2.85353773,-1.0020498,bad +1246.0,1.920036138,-1.658976355,-0.231717694,0.953702873,5.246967751,-2.351152919,2.810378257,good +1247.0,-0.376061069,-0.944397578,-0.505210183,0.504845193,1.79934464,-0.212706483,0.624139036,bad +1248.0,0.014502253,-3.911690589,4.235478098,-0.434868544,0.021195236,2.601020476,-1.29448487,good +1249.0,-2.29930865,-0.674636026,0.805734709,-0.011554556,2.18802411,-2.034407782,5.373434788,bad +1250.0,0.846645044,0.866248542,0.45497614,1.214594308,0.765609817,-2.128012833,2.667098506,good +1251.0,-0.989788471,-2.00410858,-0.191572858,1.606390708,-0.656043959,1.416971889,0.094211038,bad +1252.0,-1.691573425,-1.014614988,-0.378872518,0.986936338,1.369918879,0.746316259,1.869629941,bad +1253.0,1.977540726,-1.432926526,-3.766163787,1.903690226,0.919996814,0.501795105,-0.454867529,good +1254.0,-1.875792192,-1.548049772,2.174160765,2.340987516,2.14939783,-0.060246477,0.537010434,good +1255.0,-1.081854865,-0.947188196,-2.298294004,1.038945013,0.809239359,2.077008059,-1.422775542,bad +1256.0,1.718534577,-1.715347991,-2.596480579,2.76686464,-1.234374329,1.657831689,-0.476545377,bad +1257.0,2.186548032,-1.287817093,-1.429862242,2.634869991,-4.210847414,-2.801756926,-1.218056239,bad +1258.0,-0.08325034,1.301996952,-0.898784538,2.049603751,-0.783071377,0.722670661,-4.496095477,bad +1259.0,1.356587075,0.447687407,-1.530451211,0.037369336,-1.506976123,2.684936231,-3.532915159,good +1260.0,-0.350767863,2.516610427,-3.492288975,0.308696197,0.166494573,1.796717253,-1.046069507,good +1261.0,1.268523832,0.161453626,-2.579152194,1.978972953,0.842068738,-0.609096373,0.625345629,good +1262.0,1.903819259,-0.458505471,-0.35203699,-2.088434066,4.748125152,-0.799091855,2.377949333,good +1263.0,0.86125944,-2.129218232,-3.909384059,0.060337202,1.427026237,2.427698275,-0.297336319,bad +1264.0,-3.002992312,0.326187401,2.896864953,1.361348516,2.667803878,-1.389377271,-1.737783398,good +1265.0,2.186339974,-3.293704363,1.588691737,1.505508212,3.936304874,-3.002240753,2.657543409,good +1266.0,-2.010945208,-1.426565514,-2.334610277,1.302376408,0.142686651,3.922958823,0.01769468,bad +1267.0,-0.817709484,-1.493044393,-0.343388062,1.580791124,-0.307708905,-0.14388867,2.023841607,bad +1268.0,-0.736699243,-1.878103249,-0.918754219,1.222057173,2.157160544,-2.43248901,-0.841695386,good +1269.0,-1.944559537,0.635648398,-3.930909518,0.158372627,-1.25891549,3.181640717,-0.226509407,bad +1270.0,-0.901584956,-1.320374539,2.42914669,0.130710036,0.810648537,-0.136342238,-0.931903755,bad +1271.0,-3.786768158,0.531810496,-0.384473904,-0.647376,0.056736114,0.723116835,-1.636582685,bad +1272.0,-2.213827189,0.49830037,1.216114112,3.84968622,-0.013403914,-4.851519233,2.153440221,good +1273.0,-0.484936955,-1.15217196,-1.85051914,0.470777863,2.278608368,-0.084837015,2.909939244,bad +1274.0,-2.441313809,0.394177372,-1.313530173,0.706609827,3.522472877,2.946627666,0.17209792,bad +1275.0,-2.51319338,-0.999477062,-1.394239006,-0.22221277,0.13686775,2.893986979,-1.789660235,bad +1276.0,-1.217368234,-0.611835413,0.035170657,2.173632472,2.778802566,0.254820799,2.697917877,bad +1277.0,0.658433094,-4.707898013,3.752267343,2.719399319,1.210549273,2.382507534,2.008429932,good +1278.0,-0.154440024,0.842672891,-1.567003646,-0.452674581,-0.722141599,0.352868161,1.622793192,good +1279.0,2.139997149,-4.762105051,2.830566284,0.964477839,-0.337347784,3.123964702,-1.466012486,good +1280.0,-0.660387288,-1.101667994,-1.401335723,0.351719152,2.04248905,0.383163432,3.380683335,bad +1282.0,0.274733331,0.92379833,-1.629881401,1.265938106,-1.537372506,-0.440889054,0.038680032,good +1283.0,2.594520508,-4.535126756,0.908736404,5.559758976,2.374529756,2.393039986,2.030695991,good +1284.0,3.050894999,-0.239950825,-4.619169474,-0.507196577,1.611425521,0.707381755,-1.964058807,bad +1285.0,-1.169834796,-1.054397188,-2.571268393,-0.645487584,-1.24591269,0.890230256,-3.801992201,good +1286.0,0.039004099,-2.903122082,-3.513414258,1.225970796,3.442894611,4.493856241,0.437557417,bad +1287.0,-3.390552063,-0.499184306,1.340704596,1.46609956,1.971038411,0.353401079,2.294602509,bad +1288.0,3.283619299,-4.398594315,-3.471188231,1.174297948,-0.683198208,2.026591782,-2.549854264,good +1290.0,-1.162631368,-3.757613934,1.442476318,1.019868509,-0.858454265,2.219405581,-1.695979688,bad +1291.0,0.670873929,-3.621538116,2.77849514,1.817759679,1.166009403,1.895061257,0.323823432,good +1292.0,-0.012012285,-0.23876556,-1.907742819,0.542722359,0.144425412,0.135982506,-0.396177027,bad +1293.0,-2.011664555,-1.083072712,-0.884584829,-0.503274564,1.822839064,1.703647814,0.285889667,bad +1294.0,-1.697843453,-1.791843659,-1.332839748,0.106406444,0.585903916,2.301834988,-2.856913601,bad +1295.0,-3.623725614,-1.644889165,3.326589096,-0.022212803,0.692019102,-0.195724178,-2.170958563,good +1296.0,-0.837544948,-0.331564762,-1.161219893,2.860077752,1.080275,0.594708167,0.112949559,good +1297.0,0.452409766,-3.783231608,2.45141926,2.415297752,0.515930393,2.484613586,1.765241847,good +1298.0,-1.994174886,0.288780681,1.145541008,1.17567174,2.813397603,-1.167706275,-3.436671787,good +1299.0,-1.900971954,-2.560957529,-3.748122417,0.978779854,-0.658643454,2.998647147,-4.198145677,bad +1300.0,-1.231843963,-1.3908781,2.045826422,0.262298346,0.634313716,1.480869526,-2.51282819,good +1302.0,-2.134748761,0.93988232,-4.204098084,0.656406461,-0.221758905,3.095296291,-0.090021116,bad +1303.0,-0.7939203,-1.077424572,-2.227394194,0.892811004,1.163745333,1.832566181,0.329233019,bad +1304.0,0.167979347,-1.889034675,-0.22405008,2.781830694,1.467890887,-2.79639262,0.485986304,good +1305.0,-4.772980861,0.872814889,4.008526488,3.183734517,-1.402376247,-1.918002631,2.771449533,bad +1306.0,-3.1784092,-1.02202272,0.753389705,1.323168981,-1.118246862,0.701024097,1.762176077,bad +1307.0,-2.388876578,0.781842815,0.748192686,-0.198102163,0.930344776,-0.628333249,-1.833064431,good +1309.0,-2.027306782,-0.164734466,1.382892711,0.497751845,0.962078448,0.296425678,0.016585265,good +1310.0,-0.014043122,-2.205075892,-0.552342893,0.805807701,-1.712713095,0.735389609,-2.192343114,bad +1312.0,1.529316672,-1.159577348,-2.957996344,2.107888129,-2.584863451,0.857279411,-1.074466736,good +1313.0,-2.232346534,-3.122776695,-0.050881384,1.844093064,-1.606846371,1.514639958,-2.556006369,bad +1315.0,-1.234059761,-1.139762237,0.631696853,1.230944744,0.72725465,1.247308426,-1.097949458,good +1316.0,1.103704396,-4.586476712,3.405310455,3.269742436,0.208975275,2.869315,4.334399653,good +1317.0,3.014388264,-4.78493703,1.668157334,2.510524843,-1.164814113,4.16772354,2.005504657,bad +1319.0,0.302594477,-1.757761893,-3.601486744,0.629714442,0.566145286,2.89283063,-1.485660777,bad +1320.0,-0.647326963,-0.64468665,-0.690439106,0.245216164,2.864539564,-0.865274964,2.474673276,bad +1321.0,-1.089622932,-2.942217471,0.077517814,1.548462922,-1.717317745,1.522587979,-1.852173203,bad +1322.0,-0.789395132,-0.504416755,0.457129277,1.882858969,1.164866352,-0.042112909,0.903033551,bad +1323.0,-0.2439256,-1.603227712,-1.052491828,0.951396712,1.634180268,-1.730972441,1.041804277,good +1324.0,0.629956933,0.855606579,-1.274190231,0.353618557,0.396443633,-0.204333623,0.17363913,bad +1325.0,-0.082982561,1.373660198,-1.091739168,-0.640550402,0.976091712,0.854332308,-3.776445756,good +1327.0,2.536514596,-2.35282862,-0.203899429,0.651133535,-1.200811233,4.318720893,0.582127057,good +1328.0,1.096152189,-0.615714494,-5.555187967,3.217400449,-0.749667555,2.274724642,-0.20004532,bad +1329.0,-0.06247884,-1.271620546,-1.614192274,4.550573717,-2.929723144,-1.311799945,0.123584465,bad +1330.0,0.640770677,-0.811545361,-2.540001339,1.624781008,-1.645219237,0.406578147,-0.932557413,bad +1331.0,0.400189099,-2.281646442,-2.345266329,3.601868332,-3.313734201,0.169358909,-1.078644834,bad +1333.0,-2.407744705,-1.345064529,-0.981457993,1.392780524,-3.097260053,0.79904515,-1.413630612,bad +1334.0,-0.247331687,0.114349188,-1.10519111,-0.275037189,2.531287055,-1.435599516,1.436344794,bad +1335.0,2.537192398,-3.907692055,-2.410927885,2.584752043,0.219218446,0.455337642,0.873307948,good +1337.0,1.036466443,-1.128941571,0.954493112,-0.068610955,-2.473794792,3.769039405,-0.466357237,good +1338.0,-2.385352947,-2.36724487,-1.600529747,1.851128593,1.759377024,1.508037366,-3.873112715,bad +1339.0,0.612499007,-3.35327247,-0.63600578,1.037674781,1.838078909,-1.629854576,-0.08899782,good +1340.0,0.862279796,-1.644646864,0.202496281,1.099122206,-0.818239551,3.290144727,-0.3815496,good +1341.0,2.181629694,-3.755985414,0.043770807,0.013851576,4.854058748,-0.71888223,4.67363368,good +1342.0,-0.257279469,-0.002860688,-2.370344895,-1.454967184,1.522914481,3.645910077,-0.76858734,bad +1343.0,-1.581262212,0.391676863,0.22747286,-1.600397362,-0.20228255,2.069619323,-2.057901543,good +1344.0,-1.298299673,-1.731139248,-0.191271193,1.337339847,-2.274625175,-1.749286099,-3.320012571,bad +1345.0,-1.432668501,-1.698882762,2.420699963,0.884041736,1.589184628,0.217965287,-0.600943284,good +1346.0,1.831239457,-1.393026634,0.370077053,0.658162623,-2.306335634,3.589555687,0.923973334,good +1347.0,0.58065937,-0.23151612,0.326243578,1.838139398,0.002568321,-1.226327009,0.665209153,bad +1348.0,1.248664438,-1.05387307,-3.041106798,0.73023848,0.839339401,2.153674036,-1.494699742,bad +1349.0,1.087502111,0.680040821,-1.4335652,0.757359101,1.882672391,-1.194227809,1.408120843,good +1350.0,-3.260504769,-0.694013621,1.344676303,1.481814701,-0.783524274,1.114355588,1.841722975,bad +1352.0,-2.805144564,-1.256288782,-1.206807215,1.272326212,-2.648016258,1.271345213,-1.424672113,bad +1353.0,-2.342518691,-0.083350345,0.184450344,0.195608734,1.512680038,0.793570162,-2.496322081,good +1354.0,3.75466964,-4.385206001,-3.032131862,1.194918006,-0.390094164,2.075760147,-0.475460518,good +1356.0,2.958601112,0.374302453,-2.620356133,-0.564812223,-0.208029409,1.950718361,1.514154771,good +1357.0,-2.456040325,-1.16944663,-0.915139324,0.031939561,1.155719267,2.339831489,0.596716142,bad +1358.0,-0.952033089,2.865698687,-3.582741434,0.24254111,1.838408214,-0.470126561,-3.488241819,good +1359.0,-2.28004505,-0.289802921,0.199214116,1.509619586,0.317117948,1.206850582,1.063990358,good +1360.0,-4.773874748,-1.035044745,-0.469371164,1.979014437,-1.245770838,3.65574391,0.810334873,bad +1361.0,1.697747885,-0.923047698,-3.852588337,0.873744573,-1.923216611,0.652453461,-0.94853192,bad +1362.0,1.935533161,-3.745574562,-0.921608003,0.106058007,3.348841331,-0.453038594,1.617416928,good +1363.0,1.948034077,-0.77565168,0.714293701,2.223279282,-0.018978448,-1.301383556,0.81596028,bad +1364.0,-0.622360659,0.340328394,-0.474511681,0.017444301,-2.724712723,0.998537873,1.193021804,bad +1366.0,-3.625722015,-1.934084861,1.307547617,0.901511006,2.160761825,0.267633616,4.999895803,bad +1367.0,0.891503421,0.187717536,-1.096453324,1.281881139,-0.455048855,1.355806308,-0.388277768,good +1368.0,-1.640814666,-1.356935864,3.142394614,-1.740077995,-0.016163686,1.021981081,-2.348485773,good +1369.0,1.924949416,-4.010810835,-3.972308368,2.074923063,1.262407417,0.951738985,-0.222391791,good +1370.0,0.428496654,-3.625677215,2.677891465,-0.569121425,0.063402183,2.67543357,-1.499881687,good +1371.0,-1.30519034,-0.085791203,-1.418579403,3.049269401,-0.565947179,1.15401028,1.752883205,bad +1372.0,-0.856775615,-1.192705203,-0.793932327,0.422987482,0.90043042,3.061127564,-0.157924585,bad +1373.0,1.900009575,-2.802710724,-0.330489038,1.515426184,0.184263423,-0.247032939,2.927230832,good +1374.0,-3.640829808,-2.977709023,-1.584836122,0.00103527,4.370638019,5.537761381,1.278969028,bad +1376.0,1.421936795,-2.54087551,0.547819063,-0.861090723,2.98982567,-1.122436456,2.552587448,good +1377.0,-0.900717148,-0.092367657,-0.089235244,1.616161179,-0.53162328,-2.144483172,1.102208093,good +1378.0,-0.304165601,1.800142634,1.926502905,0.488339348,2.494446821,-3.777054858,4.020885915,good +1380.0,-2.02135118,0.352765413,-1.487719119,-0.848048142,1.682469651,3.119325307,-0.481364103,bad +1381.0,6.406366899,-2.752346865,-4.164118265,0.415241415,0.999640267,3.99560166,1.724251569,good +1382.0,-0.611014297,1.7902868,-0.232355929,4.32623611,0.128099166,-3.717302123,2.232521943,good +1384.0,-0.383466464,-0.215160408,0.553263999,0.560120531,-0.870008382,1.628003747,-0.720917908,good +1385.0,1.141501198,1.137949441,-0.444748801,-0.771399139,1.535552744,-0.696352818,3.559569799,good +1386.0,0.53656393,-6.00074762,3.597461533,3.960714746,2.367716969,3.02843654,2.34552157,good +1387.0,-1.557551355,-3.281757793,3.62703273,0.994175358,0.195483023,1.303493659,0.623696496,good +1388.0,-2.288029933,-1.430545144,-0.223431714,0.639737943,-0.009996295,0.639535181,-2.597220268,bad +1389.0,-3.607746491,-0.7596948,1.634866279,-1.217979074,1.414093393,0.364304606,-3.518392042,good +1390.0,-3.812940846,-0.537230863,1.663254856,-1.748888244,1.255262724,3.300373685,-0.274575749,bad +1391.0,0.56400951,-0.138908145,-3.813118202,-0.984473373,2.153302668,0.94809779,-0.030536884,bad +1393.0,1.051433002,-0.581777586,-0.85625816,0.48660583,-0.414831376,-0.271718054,0.750552752,good +1394.0,-2.584093963,2.18063284,0.73113168,-1.536171164,-1.463974919,0.283160947,-0.101619167,good +1395.0,0.600361272,-2.856168515,-0.664890351,3.347379949,-3.778628446,-1.612228922,-2.069189399,bad +1396.0,-0.196278829,-3.868595646,-0.848937873,-1.389719585,1.767623586,-0.302035516,0.706917641,good +1397.0,1.355007604,-2.279671584,-0.499865376,0.486596383,2.179009114,-0.927642892,1.775343683,good +1398.0,0.933991398,-2.002431649,0.125204461,0.883602042,0.548560087,1.805171172,-2.312181684,good +1399.0,3.0364109,-1.309048372,1.056825832,3.633489347,-1.658983287,-3.917238143,0.096056144,bad +1401.0,-5.640919787,0.607573234,1.761167436,2.057748804,1.799598131,3.143325358,1.393033847,bad +1402.0,0.0263814,-0.873745169,0.266412974,-1.13941748,-2.281539941,3.33823929,-0.417714457,good +1403.0,-0.233341919,3.440811332,-1.195861542,1.08177142,3.178556285,-2.824407217,2.012270168,good +1404.0,2.8347554,-1.501866478,-2.795104491,0.315628483,1.578776105,0.220490923,-0.419030643,bad +1405.0,-0.251730534,-0.242135936,-1.983283336,1.029913222,-1.778541454,0.022265501,0.088930463,good +1406.0,0.21657671,-4.102544698,-0.243894427,0.848539091,1.94234651,-1.23947499,2.691332311,good +1407.0,-1.345353371,-1.095134402,-0.301263003,0.960030898,-0.235339677,0.810633381,-1.018861092,bad +1408.0,-1.387502391,1.1401394,-2.183648191,-0.434611106,2.115844486,2.2475233,-0.313392864,bad +1409.0,-2.338410524,-1.465258549,-1.967031313,0.105717381,-0.638577351,3.590287769,-1.474773962,bad +1410.0,-5.221850842,1.645177221,0.708299089,-1.650452366,0.972119695,0.444031498,-2.18279681,good +1411.0,-5.478006479,-0.98187351,4.637864905,1.440098329,0.901111168,-2.40396897,5.746699131,bad +1412.0,-0.736572868,2.541001183,-0.305827054,1.876692095,2.840588254,-3.8581528,1.271769835,good +1413.0,-1.308431995,1.099271177,-1.674763545,0.89745473,1.377515562,0.202102056,-2.635915732,good +1414.0,-2.343689657,-1.701510486,2.10750729,-0.148572381,-0.154676747,1.904950373,-0.269680302,good +1415.0,0.430053269,0.849200934,-1.413438156,2.313480965,-1.946780424,0.416658106,-3.116788599,bad +1417.0,0.572112894,-0.165089865,-3.656875647,2.410152385,-0.865361987,1.342625287,0.140840408,bad +1418.0,-0.584732717,-1.159162626,0.811466536,2.24467802,0.509462775,2.273859652,3.091904815,good +1419.0,0.164226547,-0.583471104,-2.475416422,2.463710631,0.094780651,2.374190621,0.123181228,bad +1420.0,-1.304399956,-5.032275009,0.291006297,3.394300452,0.030701816,-3.116205613,-0.185962292,good +1421.0,0.299703192,1.447338842,-4.133976741,1.88696283,-2.035130872,0.293595132,-3.557617574,good +1423.0,1.592092301,-2.88341063,-2.52525023,0.514185167,-2.246265342,1.474421464,-3.295579966,bad +1424.0,-1.544774358,-1.97943997,-0.589284483,1.983524383,1.261104664,4.328764273,-1.098018395,bad +1425.0,1.392498928,0.86044019,0.232168178,-0.3028558,1.876707053,-1.527275721,0.963957113,good +1426.0,-1.692354408,-0.019196062,0.624921422,1.535747922,2.361738393,-0.614886478,-3.481424234,good +1427.0,-2.471983149,0.331150999,2.076641684,1.728559,1.963393781,-1.678852379,3.501481092,bad +1429.0,-0.279036417,-2.126959187,0.441181072,0.390840116,-1.625930602,-0.561359392,-2.628356827,bad +1430.0,-1.558994888,-0.694853679,-1.540423726,1.626082259,-2.091961313,-0.328981654,-1.732498176,bad +1431.0,-0.763225004,1.564029161,-0.7621956,0.187656377,0.509873776,0.369877695,0.644180673,good +1432.0,0.536507818,-0.015771449,-1.124339995,1.642304995,-0.973225577,-0.690391844,1.346230253,good +1433.0,-2.67798499,-3.759882841,0.044790481,-0.666776013,-0.334118035,3.063271255,-4.467442104,bad +1434.0,-0.498658297,-1.678165346,-3.552562563,-0.182347036,0.324498194,4.211236622,-2.380826862,bad +1435.0,1.802742024,0.166321146,-2.353345145,-0.191536497,1.973743448,-2.760895086,0.826550768,bad +1436.0,-0.392686796,-2.060632427,-1.49773739,0.646109917,2.459622714,2.517892046,-0.973028819,bad +1437.0,-1.577301741,-0.531633641,1.548454722,-1.145711048,-0.412133797,1.460898198,-1.162362718,good +1438.0,2.723801138,-2.197493957,-1.276086356,0.573286708,1.658622193,0.00780181,1.085271327,good +1442.0,1.199109204,-3.509047791,-1.467824087,1.922968962,4.503915943,-2.114739679,1.833452686,good +1444.0,-1.321338737,-0.649023483,-1.700494889,1.297451445,-1.293395803,1.485721528,-0.476339027,bad +1446.0,1.119800779,4.1513682,-1.699642745,0.484084011,-3.993199239,0.854565882,0.496347095,good +1447.0,-2.100651682,0.794846991,1.420113602,0.57751672,1.849161968,-1.176057182,-4.794751933,good +1448.0,-0.241450871,0.929941054,-0.137075455,1.08522385,-0.716174118,-0.710974956,1.1627936,bad +1449.0,-1.018401924,-1.233883416,-0.711807877,2.214152306,0.950604271,1.256525443,-0.574108525,good +1450.0,1.739681535,-1.471867283,1.535258783,2.759229436,-2.126169076,-2.219557214,0.469696107,bad +1451.0,2.20545334,1.373721568,-2.017316763,0.51352586,2.93029506,-0.492496435,1.777255205,good +1452.0,2.741078107,-2.681437136,-1.571581568,1.284662393,1.543035683,-0.063482277,0.387882819,good +1453.0,-2.903713423,-1.417610117,-0.973157176,2.132318869,-0.845185445,4.65908558,-3.191608959,bad +1454.0,0.604531522,-0.320515662,-1.395845455,1.575964378,0.763871778,1.37086793,-1.743420492,good +1456.0,0.732490841,-0.570898581,-0.332556726,-1.302290765,2.16822577,-0.604060199,2.295017632,good +1457.0,0.529114227,-0.165976847,-0.476386786,1.408194917,-1.165197496,-0.811165236,0.020273986,bad +1458.0,1.870198395,-4.994460268,4.717131362,0.963823956,-0.503281211,3.779079424,0.338473295,good +1459.0,1.712465209,-2.06480803,-2.207344108,1.99659206,1.521996306,-0.185017747,2.338540166,good +1461.0,0.078270684,-3.017376222,-1.024789639,1.964805126,0.446339379,-0.952620415,3.007831395,good +1462.0,0.48916867,-0.047704022,1.30458836,0.630975115,-0.349851003,1.301458559,-2.163384024,good +1463.0,1.046010753,-3.7445293,-4.502814678,5.663942617,1.673696515,-1.03994364,-0.607660179,good +1464.0,-0.558544921,1.094607787,0.759997748,-0.244843852,-0.273503513,0.377609656,-4.320781616,good +1465.0,-4.346642086,-2.387882507,1.765565328,1.35436781,1.198230947,1.468034153,4.659482955,bad +1466.0,3.255656007,-0.91947721,0.04825332,3.202552892,1.142664403,-1.312426305,4.392352372,good +1467.0,-0.545407452,0.888125048,-0.059524527,4.379271895,0.47600189,-3.984685464,1.565237962,good +1468.0,1.710591444,-3.071098533,1.688526149,2.046596612,1.199406883,1.398974425,-2.910651105,good +1470.0,3.5614343,-1.507359479,-1.712780334,-0.562655933,4.636004563,0.459920304,3.47299406,good +1471.0,3.143162816,-0.251827702,0.488277855,2.358740612,-3.11179195,-2.954760687,1.556972107,bad +1472.0,1.05195649,-2.570055123,2.432365786,0.064851346,-1.486975249,3.124564237,-0.859936938,good +1473.0,-3.310218995,0.950285967,0.578483409,1.149234562,1.922166092,-1.208642771,-1.117317375,good +1474.0,0.393496853,-1.41741401,-2.961217159,2.529450438,1.654892642,2.960315387,-0.388747934,bad +1475.0,-1.445076505,-0.348966883,-0.848119563,1.703510521,-1.656969974,0.393514171,2.266989042,bad +1476.0,1.803309978,-0.516003276,-3.738179988,2.623058818,-2.527129856,0.824589391,-2.528922726,good +1477.0,2.055093158,-3.216932426,-1.131905754,-0.007323964,2.035219462,-0.096404121,1.371001437,good +1478.0,2.509913516,0.71684476,0.7430151,0.984577608,4.0270722,-2.279605597,4.300782725,good +1479.0,-1.382872746,-0.276894927,0.757916573,1.82081309,1.34477424,0.3993159,-0.206759919,good +1480.0,-0.864222815,0.896603189,0.228235498,-6.055057805,2.947001515,0.07222893,1.293193656,good +1481.0,-1.40752161,2.415863829,-1.303114913,0.644398206,0.429835812,-2.178706149,0.308139392,good +1482.0,0.00094389,1.70223388,0.443003101,1.028749632,1.505714849,-0.345828586,2.545395225,bad +1483.0,-1.627523636,-2.106550746,1.407584574,0.674387296,1.121791767,0.096691188,-2.915046676,bad +1484.0,-0.211176942,-0.986491436,-2.929166985,0.472261643,3.847733188,2.296205563,1.981723613,bad +1485.0,0.262417635,-1.927031161,3.693168895,-2.90107758,2.202411002,-2.319203174,2.614692534,good +1486.0,2.713947758,0.010542628,-1.467580504,1.940686531,-0.194521194,-0.310921022,1.148905922,bad +1487.0,-2.55634903,-1.124421914,0.471488197,1.584421208,-0.801238495,1.616117667,0.659567289,bad +1488.0,-2.683480115,-0.765732142,2.260755849,-0.796973774,0.878141381,0.59503059,0.198625883,good +1490.0,-0.61594357,-0.186891461,-1.66846582,1.75115095,0.713795651,-0.450662,-1.673578429,bad +1491.0,-1.689473463,1.854257153,-1.709250811,4.169339828,-3.245956515,-2.353093056,-0.920848181,good +1492.0,0.907105198,-2.208105266,-0.161920836,3.072572009,-0.768488237,-1.668297343,1.035643365,good +1493.0,-4.235595625,-2.07485138,-0.470295881,-0.103590402,-1.465810964,2.895431631,-2.693037463,bad +1494.0,1.692262221,0.355875195,-0.766256013,-0.94558728,1.224043621,-0.136728518,2.505367723,good +1495.0,-0.804016253,-1.049833812,0.330085449,2.49157838,1.500022271,-3.433665942,1.631091306,good +1496.0,0.95251538,-1.053246889,-3.278659103,1.897483579,-1.214924921,2.248915077,-0.083171176,bad +1497.0,3.166009656,0.955332813,-1.767522458,0.058884063,-0.264385395,-2.06098784,-1.426638729,bad +1498.0,1.529402886,1.294881014,-1.834103011,0.964646058,-0.176117731,1.585642724,-0.064779143,good +1499.0,-1.349722145,-0.925788353,0.77660359,0.969629154,-1.719256114,0.088880986,-0.212711899,bad +1501.0,0.687982091,-0.13509323,-1.257287334,3.237504317,-1.20599185,-1.335646136,1.003508224,good +1502.0,0.822159744,-2.600520387,-2.255404887,2.290736699,2.378378912,-1.043488323,1.929992575,good +1503.0,0.31888869,-2.087622025,-0.271318817,1.472693498,2.203268843,-2.458786116,-0.259443433,good +1504.0,-5.489663623,-0.879753802,3.218018144,0.729640173,3.60891774,0.701062208,3.068997143,bad +1506.0,0.352827964,-0.855003209,0.468818217,2.70805782,0.53493377,-3.282426351,-0.452462829,good +1507.0,0.426967499,-3.72667673,-1.152727355,1.555085995,0.883857799,-0.832537761,0.609528381,good +1510.0,1.162866125,-3.812648457,-1.301556821,0.788874669,3.440146035,-0.93639007,2.196099992,good +1511.0,0.295590224,0.091148246,-2.569000827,6.724931217,-5.261636109,-1.002388374,-0.866138499,good +1512.0,0.251274555,-1.685524812,-2.482655739,-0.625554892,3.002715046,-1.295302214,5.26838182,bad +1513.0,-1.349069943,-1.627617898,0.836591158,1.51094662,-2.432922664,1.429275709,0.803017634,bad +1514.0,0.186560062,1.546280104,-1.738423696,3.992410521,-1.45955036,-1.386517821,2.025756513,good +1516.0,-6.690120852,3.556306853,0.164710548,0.143442438,2.567517814,-2.319071474,-2.036698853,good +1518.0,-0.896425941,-0.896117974,-1.276448942,0.577948237,4.599417026,0.525354568,2.599186237,bad +1519.0,0.071962032,-1.357145696,1.27099894,3.068708713,-0.284456527,1.105963544,0.977101501,good +1520.0,-1.776323012,-0.804213713,-3.711222017,0.034261387,0.706271737,4.054382878,-1.937411735,bad +1521.0,-1.275379374,-2.951184115,-0.478870465,-0.479450114,2.528807773,-0.433067368,4.280580332,bad +1522.0,1.287782301,-1.492749582,-2.711249702,0.789181955,3.19068027,-0.209064177,1.838720084,good +1523.0,1.732434919,-6.58158967,3.624680374,1.388615665,1.574201163,3.308829017,-1.70027429,good +1524.0,-1.724106427,-0.975230087,-1.737464219,0.842446064,0.59629652,1.455456286,-2.109986332,bad +1525.0,3.945367156,2.755472833,-2.645081514,3.956213068,-1.92931478,0.438848726,1.339130788,good +1526.0,2.221697176,-0.248378179,-2.353842519,2.901416705,-2.322451202,-1.465904026,-0.000635882,bad +1527.0,-3.324922798,-1.048337417,0.784172063,2.17785654,0.459277846,1.700137979,2.96054524,bad +1528.0,-0.818581195,-0.859941751,-0.587119393,1.716361669,-2.575973096,-0.208114246,-0.266775155,bad +1529.0,0.084068452,-1.589783821,1.254085134,1.771930759,-2.721070835,-1.942011953,-0.779940614,bad +1530.0,-0.313170015,-2.375774774,-0.550606494,2.367698655,1.464699381,-2.760225318,-1.383503368,good +1531.0,0.374167799,-1.423500807,-0.684300928,-1.355654397,1.992887965,-0.603263614,0.342091133,good +1532.0,2.171749388,-1.668019523,-2.127037687,-0.208648806,1.984621455,-2.31784642,4.036879974,bad +1533.0,0.200807954,-3.190807158,1.081122768,-0.390419053,-1.274967496,4.174762875,-0.884502772,good +1534.0,2.890898,-4.211847518,-3.067953872,0.452155702,4.528989779,0.604710618,0.802316898,good +1535.0,1.14170069,-1.534707638,0.659299416,0.955625457,1.094137351,1.54861138,-1.76715476,good +1536.0,-0.391195274,-1.70864626,0.582748412,0.765213688,-0.350202396,1.452422337,-0.319752434,bad +1538.0,-4.410059378,-1.437497219,-0.176646249,0.035187203,4.400098082,2.316586147,4.147865892,bad +1541.0,0.137275091,-2.441075309,1.50028869,3.424272664,2.883022136,-4.421569109,2.722973293,good +1542.0,-0.30846855,0.425289983,1.523274947,2.792476835,-1.08653548,-1.530739672,0.270685503,bad +1543.0,0.302232926,-4.270979121,2.457328478,3.706018487,3.27234031,1.072727207,1.225988563,good +1544.0,-0.03819287,-0.159648836,-0.90249053,0.695370456,0.959944829,-2.142135454,-2.917894697,good +1545.0,-3.764848574,-1.790684778,-0.464859725,1.60363154,-0.339426361,4.585957917,-1.529713032,bad +1546.0,-1.878796896,3.183011099,-2.261150535,1.499228242,3.023702453,-1.481263181,-3.909722031,good +1547.0,-0.320054345,1.937766854,-1.197318567,-1.134271887,-1.973003483,1.933885169,-1.814628148,good +1548.0,2.636565355,-4.309901985,-2.073538243,-1.87086332,2.514141306,1.734815188,0.752009811,good +1549.0,-0.737614858,-1.136551861,0.862588224,0.692975438,-0.331654551,1.33135489,-2.186644764,good +1550.0,2.709564347,-1.213736561,-0.415864141,0.061351182,1.321297249,-0.136020103,2.058357127,good +1551.0,3.641300837,-3.239216105,0.39765247,-2.093240426,3.110944916,0.52658839,3.103715262,good +1552.0,-0.19649934,-1.534853325,0.828281329,1.717767002,0.838220045,1.396164432,0.643928312,good +1554.0,-1.965921761,-1.957837818,-0.186269,0.981371417,-3.067967882,0.686856119,-1.755744072,bad +1555.0,0.14167752,2.182866219,-2.484626713,0.348822375,-1.976806635,-0.554953287,1.399388786,bad +1556.0,-1.378301277,-3.005818132,3.538818825,1.093620599,2.480568215,0.678380249,-1.244207232,good +1557.0,4.485781856,0.014330887,-1.958082211,0.118626901,1.627262955,1.115202118,1.667069825,good +1559.0,0.355180666,0.203809685,0.918484867,-1.096898526,3.780833667,-2.488558959,2.918977767,good +1560.0,2.175526467,-1.626535119,0.894188724,1.949642538,1.288661772,1.402139622,-2.268126637,good +1561.0,0.643727274,-3.769538253,-2.491838997,-1.487853061,1.73620418,0.945192362,-0.03893581,good +1562.0,2.166382684,-0.382873169,-1.106467171,-1.297901027,0.99559795,0.805685583,2.07799313,good +1564.0,1.90927208,-0.708220592,1.215346776,-1.987346174,2.794205593,-0.731253491,4.80783425,good +1565.0,-2.454488203,-1.348133004,0.65137509,1.524812642,-2.701711413,0.37293038,-0.398598247,bad +1566.0,0.990589687,-1.035741539,1.71871835,0.710346607,3.579353218,-3.06394989,3.954487792,good +1567.0,-1.797084083,-0.608841703,0.360919682,2.831775363,-1.811713551,1.050632395,1.216429866,bad +1568.0,-3.031603037,-0.264598612,1.084068305,1.820460276,0.705404918,-4.471210436,0.775272528,good +1569.0,1.012602773,-2.727092843,-0.588560196,3.408492098,-4.005527393,-0.946999719,-0.990545561,bad +1570.0,-2.23135495,-0.428671621,-0.423293076,2.738072101,2.313358136,0.122937893,-0.887194383,good +1571.0,-1.263709201,-0.737538524,-3.410256291,-0.886368557,0.978362452,4.604195103,-1.645758888,bad +1572.0,1.335693346,-0.421772162,-0.910216761,3.032493441,0.784066328,-2.020789636,0.898164308,good +1573.0,2.920663662,0.844614718,-1.8284359,1.465325058,1.046771017,-1.798560426,0.254269072,bad +1574.0,0.819937172,-2.099952592,-2.165406167,2.746618832,1.448078039,-1.373346648,0.427520425,good +1575.0,3.334510251,-1.644267792,-1.989985646,2.363715553,0.573928824,0.433118791,2.416317749,good +1576.0,0.912526447,-1.044129222,0.377959505,1.468373746,1.118668245,-1.911219506,2.589818171,good +1577.0,-0.174429745,2.18701128,-1.656860453,0.940281765,-1.241882107,-0.966518516,0.060917574,good +1578.0,-0.505869555,-2.694797082,1.228339653,0.897626703,1.129558197,1.931844153,-0.485425281,good +1579.0,-1.636973977,-1.899129808,0.912156799,2.235710072,1.914277712,0.83901693,0.523557588,good +1580.0,1.304343785,0.253234025,0.527819588,0.225409391,2.843928275,-1.86457932,3.225935051,good +1582.0,1.391706334,-2.04678943,-0.451347973,2.893526096,0.85005409,2.250140932,-0.264234402,good +1583.0,-0.719576826,-2.892404685,1.39185627,2.477854337,-1.826026913,-2.792884419,-3.524033097,bad +1584.0,-1.76394482,0.757945663,-0.559157972,1.568805168,0.047281597,0.748784268,-0.415019589,bad +1585.0,-0.997314636,-0.824560065,-0.226440283,-0.146039605,-2.248779595,1.862559821,0.269221416,bad +1586.0,2.124655299,-1.225896844,-3.245739041,1.986486706,1.952146157,-0.273726511,-0.953914561,good +1587.0,-1.601936674,-0.622693926,-2.472566354,-0.331750341,0.526659059,2.135045686,-2.445712666,bad +1588.0,0.556039413,1.536527667,-0.3439073,2.153443235,0.061362275,-2.110811694,1.622376046,good +1589.0,-1.668209099,-2.418871803,3.401901691,0.243583026,1.894737913,0.690543479,-0.708988229,good +1590.0,0.666806943,-4.500285118,2.986090244,2.731772147,2.605307303,2.224400734,1.445360694,good +1591.0,-1.159376003,-1.084005226,-1.053684933,0.391055634,2.383631853,0.388162771,2.263811944,bad +1592.0,-3.474747318,1.107404398,-0.689500269,-1.314443104,-0.046913866,0.943786489,-1.50782307,good +1593.0,-2.954991278,0.35585294,1.414665686,0.41328544,1.878840135,-0.873287616,2.723642804,bad +1594.0,0.13523851,-0.675897156,2.411533221,1.604227206,0.217142712,-2.956609566,4.74391499,good +1595.0,-3.191597254,0.373525228,0.636532181,-0.62580678,1.040844599,0.323503241,-2.31541651,good +1596.0,-1.44380442,-0.129617681,1.576433679,1.085106957,0.1756389,0.823766092,-0.514661791,good +1597.0,2.362357983,0.614849067,-2.339010538,-1.616023001,2.540068818,0.924703838,2.388514589,good +1599.0,1.193985973,-1.337803989,-1.825692218,2.023852183,-0.461605227,0.301511261,0.661329719,bad +1600.0,0.512556665,0.224109975,0.337204189,1.799258208,-0.313148221,-2.156019019,0.667613531,good +1601.0,-0.206921606,-4.496400618,3.873553483,1.490693012,1.584550508,1.38272674,-0.786841505,good +1602.0,1.157294506,-1.903769621,-3.320153713,1.36921947,0.505785102,0.278074178,-2.033170149,good +1603.0,0.973113587,-1.73937544,-1.458616687,-3.680468231,1.791706957,1.019901384,-1.270915474,good +1604.0,-0.158511577,-1.669925805,0.167980851,-0.005649349,0.262841109,2.103028441,-3.394791568,good +1605.0,-0.956779845,-0.901276668,-0.3840888,-0.404412449,0.989058197,-2.19470812,2.709944697,bad +1606.0,-0.574591329,1.472058748,-1.905624986,1.872311863,2.034130936,0.118412251,-2.202971097,good +1607.0,0.330536143,-1.096622607,0.51782854,1.241913913,0.771117434,-0.001175498,-0.740705926,bad +1608.0,-1.16745157,-2.279614271,1.242500391,2.690915697,0.019711689,1.536990262,1.455562203,good +1609.0,0.886518631,-1.382907628,-0.347120879,1.943797129,3.759754578,-2.933136212,1.384627576,good +1610.0,-0.261997614,-1.733065504,0.465145364,-0.820746842,2.10288224,-2.045359366,4.622510262,bad +1611.0,-1.304767554,-0.02806019,0.887654009,1.075128324,1.434487809,1.397107141,1.58151545,bad +1612.0,0.401202317,0.211018171,0.504863965,-1.362691643,-1.16567945,-0.273592423,1.28361462,good +1614.0,-2.381829104,-1.622296395,-0.478148258,0.286451762,3.424725096,0.37559611,4.264650581,bad +1616.0,-0.976514707,-0.795726716,-0.244635036,0.611717394,-1.819678133,-1.362370906,-1.03071463,good +1617.0,-1.178035668,0.089909769,-0.559431254,1.440344299,0.127449443,0.710498844,0.456268981,bad +1618.0,-1.432273624,-2.179728833,-1.909554252,0.546124058,-0.100268582,3.067355519,0.403637638,bad +1619.0,-1.326311069,-0.418638058,-0.536039052,1.225143086,-2.131839801,-0.006806405,-0.19729751,bad +1620.0,-0.059905609,-1.003219622,-3.002066038,-0.927602956,2.27202519,0.367104669,2.30860314,bad +1621.0,-2.325543593,1.357305616,-2.708217674,0.690614891,-0.434986687,1.472978185,0.147071257,bad +1622.0,1.356609903,0.773714716,1.649049236,-1.429005704,4.150086737,-2.285417305,3.794659404,good +1624.0,-0.518675659,-1.339718079,-0.605109573,2.08712594,-2.178789155,-1.107427302,-1.6375486,bad +1625.0,-2.712530522,-2.789550376,-0.670397326,2.609653218,-0.397278801,4.669601978,-0.362249992,bad +1626.0,0.088282789,0.014226593,-0.414302018,3.366365952,0.783892813,0.640284755,-1.233923989,good +1627.0,0.368318614,0.111173771,-1.301666454,0.968243775,0.120492075,0.267288701,0.202817792,bad +1628.0,-0.480232642,-0.778169235,0.626618524,0.52505647,-0.455262368,2.602259104,-0.045203447,good +1629.0,0.300843482,-5.570704788,-4.539610125,4.227448323,-2.317600069,1.089686302,-1.204729283,good +1630.0,0.12967649,0.081289362,-1.677972972,0.257143014,-0.783104801,2.236188134,-1.711394876,good +1632.0,-2.81133353,-0.860926661,2.274014865,3.546890245,-1.607590825,1.637375509,1.438698948,bad +1633.0,-0.601872843,0.692791576,-1.210077491,1.957382977,1.678524226,0.432197766,-1.573617152,good +1634.0,-0.076260582,-0.038540826,-1.924918985,0.666626499,0.537221084,1.664910506,-1.712375191,good +1636.0,-2.216978502,0.698037033,-0.824514197,0.324780756,2.225218983,-0.599271743,-5.000693112,good +1638.0,-1.423864087,0.329041303,-1.132315101,1.596104975,1.275958439,0.269906872,-0.23537231,good +1639.0,-1.589367852,0.396556169,0.932738577,2.559185831,0.349571541,-3.899098562,2.380855802,good +1640.0,-0.388153179,-1.141376685,0.539248384,0.526713056,0.437029072,2.301472208,0.034565705,good +1641.0,0.958799244,-1.450625237,0.195797159,2.146680521,0.743086876,1.493567479,0.795889952,good +1642.0,-0.944221491,-0.164773185,0.487002573,-0.105041671,-0.044047226,1.460337019,-2.106325457,good +1643.0,-1.806232668,-0.420821189,0.197473564,3.365793489,-0.443988578,-0.71834724,0.668996327,bad +1644.0,2.214505264,-2.424170076,-0.32582553,1.477745734,-3.092265262,-1.368127041,-2.190126509,bad +1645.0,0.376422517,-0.511875344,1.625465022,-0.939925324,0.304955882,-1.381506256,3.283154894,good +1646.0,0.320942831,-4.124307629,3.894007436,-0.250681805,0.524529624,2.891305877,-0.832732459,good +1647.0,-1.484154595,0.627531721,-0.425492577,2.032023889,1.535509148,0.821219372,0.933636263,bad +1648.0,1.056632045,-0.393910505,-5.484366741,2.009062682,0.46374277,5.230216662,-3.488597892,bad +1649.0,-2.923907124,-0.18191195,1.020598905,-0.727060986,0.009713423,1.000537804,-2.976638655,good +1650.0,-2.068321741,-1.7498196,-0.158640096,0.016842928,3.373624938,1.660209087,1.054633563,bad +1651.0,-0.22295899,0.280608935,0.841969558,2.277427494,-0.770973888,-1.621404843,1.69937263,bad +1652.0,2.931423863,1.486790372,-2.56521112,2.313373725,-3.242974318,0.454095333,4.815610945,bad +1653.0,-0.119942585,0.432874321,-2.564915868,0.533344839,-0.882093839,1.952705471,0.592650517,good +1655.0,0.764802758,-4.278191647,-3.225879587,2.239120669,-1.491258798,6.134522137,-2.587893347,bad +1656.0,0.590906246,-1.095274463,-0.887121543,2.093746088,-2.98433777,-0.339958949,0.071005711,bad +1657.0,-0.812333013,-1.952018702,-2.037298167,1.101033927,2.714773349,3.433997295,-0.093251563,bad +1659.0,-1.732679632,-1.363677609,2.304609961,0.542089313,0.830662847,0.841332729,2.215031084,good +1660.0,-1.903400165,1.651173672,-3.316093586,1.612002296,-1.279880999,-0.851962349,-1.119954024,good +1661.0,-1.05570719,2.834228703,0.844521224,-2.919864393,1.448128403,-1.793110811,2.292332884,good +1662.0,1.765917386,-0.526684615,-2.635053431,1.674343405,-3.016568986,-0.556210034,-0.491447074,bad +1663.0,-0.534013371,-2.467902511,-0.654617659,2.107703749,1.896658717,2.11888199,1.723762318,bad +1664.0,-1.643260255,1.59531914,0.305949083,0.777089161,0.502035198,-1.669015282,0.200985333,bad +1665.0,0.01556201,0.321166939,-0.737219189,2.016975004,1.356614322,-0.434289762,1.798605677,bad +1666.0,-2.136025711,-0.333469256,0.332259225,1.535165591,1.590917482,1.204228027,3.03179765,good +1668.0,1.464340336,-1.403805059,-2.966240872,0.058158503,-0.10505373,0.724488249,1.518602253,bad +1669.0,0.775367601,-3.098895429,-0.903342586,0.39329459,3.286609649,-1.386145533,1.877042092,good +1670.0,-0.977108456,-1.196740254,0.212223427,0.778037877,-0.110870659,-0.848358472,2.977411637,bad +1671.0,-1.528733949,-0.673736027,0.850186696,1.883974442,0.445454357,0.504518875,-1.344693541,good +1672.0,-1.730349844,-3.716296128,-1.192162133,1.113055255,-2.465312612,1.054595298,-4.547320493,bad +1673.0,-2.482187534,-0.887877764,1.649343823,0.077475102,1.906561226,0.330406753,-3.322432942,good +1675.0,2.268907808,-3.505175135,-0.740695119,-0.208999255,4.143724356,-0.82837786,1.062597044,good +1676.0,-0.100806263,-1.258506747,0.304629465,2.065578047,-1.038622465,0.178040852,0.28006913,bad +1677.0,-3.864325886,-1.528950388,-0.624226241,0.606943903,1.000794279,1.678759214,3.220818231,bad +1679.0,0.905159053,-2.074056748,-2.905731595,0.26048095,1.845435377,1.096334219,4.09531232,bad +1680.0,-1.233481018,-0.751056508,-0.800962597,1.230868462,2.74722205,1.690282657,0.423361085,bad +1681.0,-0.184275415,-2.271774612,1.011263238,0.839124021,-0.577867765,2.404308476,0.772937754,good +1682.0,-2.910313173,-1.220594196,2.519389482,3.521974457,4.763398022,-2.732078317,-2.149219277,good +1683.0,-2.943750787,-1.58772748,-0.545874889,0.944689588,2.213101431,3.815817726,0.461474433,bad +1684.0,1.522109239,-1.933985283,-2.054526358,-0.299716349,2.793638939,0.106710806,1.58489876,good +1685.0,0.563295088,-1.936232168,-0.586950502,2.468521986,-1.029151064,-1.695442711,-1.033433159,good +1687.0,-0.863019433,-2.576325546,0.789716865,1.929399704,0.771557297,1.633821264,-1.231269108,good +1688.0,1.157777804,-3.46858723,-1.85652131,1.839999823,-0.545455401,-0.119847254,-1.26652009,good +1689.0,-1.84871396,0.771557181,-1.347679765,0.725700811,2.195419083,-0.024833086,-4.653764605,good +1690.0,-2.90526036,0.719297403,-1.530015128,1.358065206,3.074980189,0.184260299,-1.629769541,good +1691.0,-2.944317486,-0.902396687,3.125213912,1.237944585,2.59796687,-1.083695328,-1.870967196,good +1692.0,-1.007917269,2.453876514,-2.9706473,0.541574358,-0.525419408,-0.168691224,1.807043143,good +1693.0,2.903089898,-0.748370271,-1.608413979,0.836870723,-0.558576794,0.723190393,0.818821014,good +1694.0,-3.493468787,0.272104829,2.259878277,-1.611763065,3.008826868,-0.328765654,-1.679271349,good +1695.0,1.352048831,-2.032350103,0.344710871,4.526747014,-2.25923863,-2.297173958,0.022797108,bad +1696.0,-3.171425757,-0.640241317,-2.016209008,1.255756823,1.261503476,5.751709987,-2.177388359,bad +1697.0,0.349986515,-0.969952956,-1.080343888,4.918396609,-3.013220362,-2.24821986,0.555714418,bad +1698.0,-0.948964754,-1.561852962,-0.109862871,0.785119136,0.179836636,-0.134177307,1.366933888,bad +1699.0,-2.178706038,0.534049957,0.205774307,1.411884253,2.474844555,-0.368549114,-1.911851627,good +1700.0,-3.093060149,-0.688873446,1.319296711,-0.364018616,1.138878071,1.30391529,0.710305734,good +1701.0,-0.28420695,-1.382649877,0.247905261,2.624394588,1.868819129,0.948807484,-0.294918041,good +1702.0,-5.646383381,-1.882073215,-2.135781382,-2.066700015,0.589695461,5.755205595,-4.107393341,bad +1703.0,-1.318353125,-3.237418336,2.997671771,2.497222689,3.050363935,-0.659743784,-2.054184632,good +1704.0,-2.301197572,-0.754344279,-1.812050501,-0.064831967,1.429054749,2.404384768,-0.376803568,bad +1705.0,0.455101465,-3.034452514,-1.404873844,0.598912183,1.433145835,-0.822855045,-0.453107702,good +1706.0,-1.752066684,1.227673321,0.225772989,0.668944177,-0.094356481,-0.069580575,1.293012809,bad +1707.0,0.522224741,0.652557389,-3.069178119,2.955208455,-1.740692822,-0.725726315,-1.98381094,good +1709.0,-1.753659352,-0.616882014,-0.273058824,1.021311459,1.279649478,-0.302725213,-2.280808773,bad +1710.0,-1.4822705,-2.75378867,2.07181155,2.422086558,2.499518114,0.839187011,1.966674682,good +1711.0,3.297118481,-1.641638779,-4.228304846,2.170655539,-0.552966085,1.450133217,-2.799680074,good +1712.0,-2.295866617,2.464032657,-5.893006689,0.230860904,-0.921385612,5.204455637,2.779827015,bad +1713.0,2.707224804,-1.601124108,-3.172688923,-0.169798806,-0.469178075,2.18294336,0.820800826,good +1715.0,0.567059849,1.696033478,-2.506901315,0.364452001,-1.032855565,2.002136195,2.904401259,bad +1717.0,0.083671114,0.478028949,-1.492260504,0.117915684,3.146014324,-0.12691838,-0.452403545,bad +1720.0,1.800419707,-2.447155549,-0.999294678,0.929978776,0.355335496,-0.050020204,0.812995828,good +1721.0,-2.427139255,-2.743146104,1.774921605,1.064036101,-2.685193608,0.713840082,-1.263137235,bad +1722.0,-2.635032117,-1.376808829,0.436077906,1.35492052,1.551656693,1.252810283,2.620943417,bad +1723.0,0.084006117,0.501948566,0.393967503,0.832274186,4.047954181,-3.314816666,2.50518817,good +1724.0,-0.347166548,-0.710222262,-0.72581021,-2.18564586,1.682767877,-0.242841181,1.934600389,good +1725.0,0.778135183,-1.626063677,-1.792549921,0.051938177,2.795812529,1.090529208,0.089953059,bad +1726.0,3.642606569,-2.800658788,-1.168283085,0.429067277,2.558957372,0.341510102,2.105816187,good +1727.0,1.130616221,-1.474431147,0.963270497,1.314231782,0.795651505,0.676879932,-2.686719062,good +1728.0,1.19105042,-1.427188765,-1.461806631,2.441134941,-0.033491112,-0.494657535,2.696619742,good +1729.0,-1.329337218,0.545296919,-1.162826598,2.927927416,-1.837273546,-1.879258542,0.051273904,good +1730.0,1.365818462,-2.694611577,0.950171339,1.968688771,-1.958172876,-1.181896757,-1.634403901,bad +1731.0,1.416978198,-0.450989192,-2.499577738,1.900471607,1.72965482,2.024357021,-2.657511668,bad +1732.0,4.400680991,1.227355865,-2.173745887,-0.012196114,2.760539049,0.718869209,1.554838145,good +1733.0,1.133311318,0.627670705,-1.472139657,2.12096935,-1.366944396,1.347472077,3.509665067,bad +1734.0,0.628065235,-1.461070961,-0.373526282,2.955606409,-1.527220731,-1.683372812,0.642705013,good +1735.0,-1.454012317,-2.158847792,0.921932351,0.890542529,-2.590005985,-0.492040866,-2.17447647,bad +1737.0,2.169891131,-0.685489379,-2.563572279,1.580902352,2.271345833,-0.378783696,2.422487722,bad +1738.0,0.949496271,0.645308802,-2.269460913,0.094519811,-0.279518976,2.618586406,1.842190395,bad +1739.0,1.18433347,-4.517628321,-2.722998493,0.432822207,1.064832319,0.583494798,-1.278020409,good +1740.0,0.332102466,-2.729037671,-0.213952988,2.39289618,0.282412985,-2.144786881,-0.154609697,good +1741.0,0.118699526,0.245056845,-1.189664294,0.079945397,-0.743369358,1.538316881,0.660725219,bad +1742.0,0.81374662,-1.965449391,-0.714363169,-0.297743704,-0.259957578,0.1046596,1.659750865,good +1743.0,0.562269191,0.946573972,-1.791576862,1.527887376,1.894177593,1.057596439,-1.37733815,good +1744.0,-1.801161364,-0.692103901,-0.447486874,2.021364463,0.690526983,1.620998537,2.391349211,good +1745.0,-0.180991023,0.811598539,0.186962771,-2.114348068,-0.963956017,-0.087821433,1.789026195,good +1747.0,-0.168525603,0.640846881,-2.314329821,4.078605715,-0.146304296,1.229012668,3.139484639,bad +1748.0,-0.768083177,-1.040615566,-1.748187645,-0.097303364,-0.045778719,-0.638380248,-0.289741446,good +1749.0,-2.065320261,-3.222701167,5.54296888,1.82945098,1.571516982,-0.145645501,-0.135212578,good +1750.0,-1.498692203,-0.090428758,0.507253441,1.74377168,0.880201338,0.504152585,0.531038738,good +1751.0,-2.818993177,1.050634051,-1.086368485,-1.590237183,1.445839086,3.698570269,0.444069046,bad +1752.0,-1.899154101,-3.334811313,4.435695722,0.424653118,2.364685994,0.742747489,-1.403613427,good +1754.0,0.860682229,-4.311208077,0.35373039,-1.235190485,5.186897274,-1.729828949,2.102015829,good +1755.0,-0.743543311,-1.028851975,2.253638293,2.018447413,2.829770374,0.287871486,-1.049762868,good +1758.0,3.03e-05,-0.229904137,-2.088644397,2.376522284,-1.024217178,-1.290199875,-1.341074605,bad +1759.0,0.67528653,0.165078614,-0.875505745,0.92328993,3.126285117,-2.310633126,0.009209508,good +1760.0,-0.904085707,-1.592800617,2.039239517,3.144232988,-2.484705905,-1.851617659,3.389386459,bad +1761.0,-2.159711414,-3.023537007,-1.391037082,-0.92222287,0.840200859,1.061032023,5.05127048,bad +1762.0,0.780607384,-1.638585264,-0.633226123,2.604433654,0.234249609,2.303409899,-0.237104575,good +1763.0,2.49522748,-2.059803393,0.2328313,0.214406632,3.564175608,-1.10214237,3.368661424,good +1764.0,0.398912387,1.223061144,-1.227008579,3.592866814,-2.701477448,-2.873398105,1.956843866,bad +1765.0,1.093651318,0.901945521,-2.064487785,1.759842406,-1.934364254,0.121866013,0.69013069,good +1767.0,0.609021985,-3.305067132,3.280216542,1.901275642,-0.020360628,2.464098786,3.096691118,good +1768.0,-2.599170493,-0.705252882,-3.002235248,-0.274083889,-0.834065251,2.434203804,-2.757038944,bad +1769.0,-1.38234619,0.174923547,0.191222168,1.711863236,0.038125522,0.38149618,-0.165532307,bad +1770.0,-2.553666714,1.189054633,-0.459675725,0.333776626,1.408911115,2.09026097,1.510653955,bad +1771.0,-1.446351236,-1.505439194,0.805553132,0.593896012,1.438263719,1.039642309,-1.931833592,good +1772.0,-1.749403452,-5.746383673,1.467217611,1.203402054,-3.283043905,0.830028458,-5.387118149,bad +1773.0,3.144184965,-0.606541561,-1.047290759,1.95387776,2.452007701,-1.093751739,1.279871941,good +1774.0,-2.26486617,-0.286662556,3.605908222,-1.120043649,0.632756491,-0.466272086,-1.394008361,good +1775.0,-2.754221727,1.193749683,0.647176129,-0.499852257,-0.002297121,0.962358403,-0.026177532,good +1778.0,-3.342110185,-2.15702522,-0.910871624,1.720650227,-0.227052872,3.030152737,2.520626892,bad +1779.0,-1.426836438,-2.892326756,3.119169951,1.54644751,2.53180314,0.741325051,-2.178295845,good +1780.0,-1.453799616,-1.512572964,-0.95630034,0.324360446,1.300212072,2.948906967,-2.403035562,bad +1781.0,2.603118161,-1.954613579,1.435782368,-0.31089449,1.320566242,-0.662860194,3.844658129,good +1782.0,3.668630309,0.705968347,-2.376593817,0.028831341,1.65868866,1.335768633,2.825652933,good +1783.0,-3.087608655,-1.328291832,-4.067686197,0.439689501,0.015910063,2.869767894,-4.108156551,bad +1784.0,-1.749567663,-0.377207917,1.443096758,0.523782677,1.645068854,-0.683883746,-4.302060555,good +1785.0,1.293642332,-2.039582224,-0.101286708,2.404675631,0.994162946,2.270176274,-0.498427512,good +1786.0,-1.564766577,0.375636939,-1.96633904,-0.30186462,0.17364018,2.176914859,-0.56257843,bad +1787.0,-2.372862731,-0.951742988,0.967189094,1.674245969,0.119919,1.190313913,0.99610046,bad +1788.0,1.523458153,-2.410580832,-2.873684637,3.166516898,-2.212093213,0.407928158,-0.068995237,good +1789.0,-2.073199792,0.370725342,0.777676698,2.707973045,2.997236992,-1.189757982,-0.803958746,good +1790.0,0.055567262,-1.130158316,0.85966381,-0.873011351,-2.056165833,3.049187923,-1.219637157,good +1791.0,-0.629889769,-1.40065126,-0.048477591,-0.408199713,3.89874683,-2.74276957,0.308678444,good +1793.0,-1.796353791,-0.549110453,-0.091851724,2.309704561,0.00096585,-3.171539878,0.768755986,good +1795.0,-0.268286702,0.744817567,-1.530028706,0.898980353,0.837999802,0.79072635,-0.542510772,good +1796.0,-1.184985961,-1.037630307,-0.18768696,0.948683687,3.589773545,-0.717792438,5.123757212,bad +1797.0,-0.577812886,-5.058679438,1.235391977,2.252303085,-3.482419119,0.425620605,-3.384209522,bad +1798.0,-0.85790198,0.369363695,-1.763566452,3.147736188,2.539609682,-0.145444581,-2.661679446,good +1799.0,-1.622327961,2.266139387,-0.260213124,0.881820456,1.834090041,-1.351047006,2.706358361,bad +1800.0,-0.570273135,-1.509437907,-1.937346262,0.694938866,1.213763097,2.26576258,-0.683917462,bad +1802.0,-4.709908013,-2.920319216,1.056933774,1.129261101,2.864308999,4.157493785,3.216363849,bad +1803.0,-0.422640191,-2.981419229,0.406089489,1.85145783,-0.510655502,1.419849699,-1.339717006,bad +1804.0,-2.631879211,0.289642541,1.660824829,1.256371591,2.754925646,-0.860745214,-0.586266336,good +1805.0,-3.491398596,-1.113868558,0.184239472,2.113214705,3.214011474,-0.310385911,-0.089084964,good +1806.0,1.171204547,-0.170186748,-0.946624287,2.18375161,-1.701837488,-0.613370238,1.155649163,bad +1807.0,0.592633699,-1.984234579,2.066481712,2.263876936,1.231236694,0.931218678,-0.505211353,good +1808.0,-3.228958413,0.813326753,0.611730891,0.056863426,2.024405192,-0.947051823,-3.556199706,good +1809.0,-0.015645702,-1.136847008,-2.174772634,0.518760624,1.142794159,-0.558608613,0.806262665,good +1810.0,-2.095970857,-1.884574835,3.377054991,-1.420915869,0.205560758,1.143839408,-2.621325047,good +1811.0,-0.402776741,-0.484443424,-0.532287001,1.413181171,2.205942004,1.06662807,-0.37089119,good +1812.0,-0.588238701,-0.86468792,-1.003672129,2.568484927,2.040795491,0.162409395,-1.720987553,good +1814.0,-1.640054852,1.4954805,-2.293195436,0.842048698,-0.406974282,2.20522317,2.165079371,bad +1815.0,-2.025548821,-0.452052732,-0.98974476,1.052018327,2.934817331,-3.011729518,1.389285206,good +1817.0,0.096121898,1.553952786,0.934921518,3.383864716,-0.229691752,-1.3285141,1.607589568,bad +1818.0,-5.329697266,0.522491421,0.762033489,0.551943882,3.695418508,-1.7184192,-1.356287356,good +1819.0,-0.399979573,0.354591204,-0.589675574,1.99618798,-1.913381371,-1.964998486,-0.70578237,good +1820.0,-2.012448109,2.135046306,0.608812114,2.335046425,2.475038798,-1.401075408,-1.72694203,good +1821.0,1.49178545,-1.188029602,0.2855794,-0.311663076,-2.034478243,3.039903392,-0.384522554,good +1823.0,-0.76823923,-3.839826193,1.087208558,-0.104708352,4.047186062,-3.135206662,1.054380314,good +1824.0,-0.042574321,-1.537303233,0.897910564,1.704865267,-1.687117588,-1.845932305,-1.712621136,bad +1825.0,-1.828841706,-1.61287823,-1.100526643,0.282244512,1.357310878,0.971688455,2.01698413,bad +1826.0,-0.578710728,-3.790416262,1.879187112,1.498283259,0.138343106,2.861231457,0.791113178,good +1827.0,2.17143107,1.444247582,-1.559578052,3.295995846,2.077058905,-1.540429884,3.607232346,good +1828.0,-0.575421766,-0.635324557,0.132194528,1.565632598,1.250324734,-1.701047529,4.125106377,bad +1829.0,-4.09003254,1.77797046,-0.55628205,0.128193526,-0.068219915,-3.114148174,0.473929765,good +1832.0,-3.275164357,-3.916601681,-1.177152903,1.11483342,-1.988273423,3.105279305,-3.971721858,bad +1834.0,-1.526079711,0.024294419,-1.275015828,1.252908631,1.582298027,1.147296063,-1.365828711,good +1836.0,-0.359776153,-1.163192596,-0.52483038,2.970166761,2.256458622,-3.209509125,2.932793736,good +1837.0,-1.855433252,-2.330856446,-2.66667362,2.723765777,-0.192415393,-1.832800931,-2.195098992,good +1838.0,-3.736978253,-1.246626967,3.959404232,-0.160639441,2.053188187,-0.68160204,-2.686256143,good +1839.0,0.477685771,-1.876548629,1.212157645,1.893586304,0.372260994,1.816670914,1.461894077,good +1841.0,0.824669522,-1.831780263,-0.127098432,1.285035772,2.62477689,-2.199375268,0.919588001,good +1842.0,-1.812728058,-0.137401701,-0.384122391,2.374094127,1.685303853,-0.10131665,-2.271361874,good +1843.0,-1.977901743,-1.338099941,1.810179607,1.344037443,2.365846835,-1.13748263,-4.768058804,good +1844.0,1.329625793,-0.724636342,-0.828483746,-0.484221187,2.893090553,-1.011137425,2.081537202,good +1845.0,-2.581937119,-1.267016491,0.440147548,2.786573454,0.29023902,-3.863682547,1.226940054,good +1846.0,-1.359289136,0.741524097,1.520133187,1.902104006,2.816536373,-1.64884014,-2.812780317,good +1847.0,2.479433123,1.202742852,-2.22340116,-0.230006326,0.729695304,0.533589611,0.341751002,good +1848.0,-5.275272046,-1.751068011,0.741775962,0.838738282,3.623124915,2.793908962,2.802812312,bad +1849.0,0.416286114,-1.352423646,-0.652457917,-0.955997109,-0.384491288,3.435686058,-1.774588694,good +1850.0,-0.992408851,-2.061264485,-2.320630863,-0.487001056,3.664945919,3.573763365,-0.171976702,bad +1851.0,-1.04780754,0.12558506,-1.04180936,-0.36367479,-0.030234754,-0.972013257,0.260141062,good +1852.0,-1.445901284,-2.705077705,-2.5989065,1.098981055,1.245436327,4.378630175,0.580057429,bad +1853.0,-1.205504909,2.423058106,3.473933471,-1.469718606,-2.79209944,-2.54641308,2.871475348,good +1854.0,-3.470067658,-0.9833098,2.586125462,1.395652374,2.078906195,-1.072424092,-2.273704682,good +1855.0,-1.670067081,1.876464913,-0.217710527,1.954178589,-1.336272724,-2.644002999,1.389061921,good +1856.0,-1.791703463,-1.333415314,-0.540638874,1.649831309,0.011569825,2.302030222,-0.160666067,bad +1857.0,-1.87774551,-1.369189108,2.173237514,2.06540086,1.967434316,0.167084897,-0.831360337,good +1858.0,-0.303611227,-2.976361812,-0.348592933,1.13427489,1.031545964,-1.26365495,2.524172585,good +1859.0,3.342037409,-2.284113032,0.110330592,1.773785974,2.405384986,-0.989197967,4.127360306,good +1860.0,0.734629309,-0.876739738,-2.192778445,0.86851334,1.652879227,2.114735275,-1.075872105,bad +1861.0,0.031080427,-0.643967906,1.847419978,-1.506947344,-3.034203599,2.031735228,-0.312796419,good +1862.0,0.249423487,-0.80950236,-4.113597218,3.278214575,-0.738681801,2.663672429,0.689321251,bad +1863.0,-1.035101657,1.912124879,-0.708495764,2.290872597,0.88524682,-0.280143201,-1.786390953,good +1864.0,0.461166435,-4.701976672,2.272194501,1.433700395,1.235319076,2.790819079,0.700071292,good +1865.0,0.108759953,-1.945531991,0.274103259,0.327996492,-2.26976476,0.158132888,-1.611753292,bad +1867.0,-1.387488079,-1.920004138,-0.838593657,2.172480412,1.278367411,1.954313272,3.418052336,bad +1868.0,-1.654510119,-1.349556441,3.23561412,0.308570722,-0.509226146,1.500709075,3.342109929,good +1869.0,0.127173049,-1.222183036,-2.696056931,1.100273548,0.749773759,1.628203478,0.676821939,bad +1870.0,2.319430963,0.644981353,-2.185412679,2.676259873,1.753957724,-0.382958855,4.595794222,good +1871.0,-2.964773899,-0.187183233,3.186063135,0.379487917,1.999168877,-1.860598181,-4.492389752,good +1872.0,1.220268937,-1.813114807,-2.825256849,0.593481841,2.364036453,2.256644676,-0.550468315,bad +1873.0,-1.964746194,-1.505150157,-1.066101412,1.570596801,-1.201169738,3.841350517,-3.922591293,bad +1874.0,-4.853268227,-2.793570585,0.327410962,1.266214174,0.385904439,4.801720338,0.284448495,bad +1875.0,-0.725286868,-1.136469159,2.66969567,0.498299799,-0.522519814,1.709943818,1.137425853,good +1876.0,-1.38504694,-0.094555188,-2.849892282,1.520713926,0.8391144,2.230514679,-0.402378588,bad +1877.0,1.077682621,-0.556638881,-1.228849147,-0.423770029,1.167051075,-0.058015046,1.631611692,good +1879.0,-2.615956496,0.921263421,-2.521159242,0.312473224,-1.178771633,2.240087213,0.293620924,bad +1880.0,-2.964325412,-0.634887432,-0.121421556,2.546446454,1.870313029,2.425052231,1.293471827,bad +1881.0,-0.499743859,-1.13807292,0.508688415,1.321902827,0.580225039,-2.549181044,1.003754094,good +1882.0,-0.385290798,0.429850651,-2.418576092,2.846474797,3.774742398,-0.829803618,-2.851622849,good +1883.0,-3.566781504,2.148825052,-0.152948255,-0.821546696,1.40236302,-0.436948267,-0.757241868,bad +1884.0,-2.751081375,-1.27252164,-1.791478633,1.679505038,-0.714574594,3.845176932,-0.459299267,bad +1885.0,-1.741838535,0.505490404,0.931157715,-1.937319008,-1.014358389,1.370230026,-2.589079481,good +1887.0,-0.805783921,-1.743926938,0.454461707,-2.837197281,2.275893805,-0.857040545,1.397096248,good +1889.0,-1.483209105,0.383226712,-1.612283674,1.428344379,1.639436816,1.157532707,-1.047266468,good +1891.0,0.594158538,-0.134960924,-2.031985824,3.026534036,-1.622932814,-0.754999081,0.359640298,good +1892.0,-1.256666174,-3.536869475,3.529836966,0.325472589,0.84767732,1.88114006,-0.679388519,good +1893.0,1.45753581,-1.088101774,-0.718263091,-2.046922887,2.717241606,-0.235077531,1.126991099,good +1894.0,-0.562616761,-1.591100181,0.947333151,-0.583821657,0.555165194,2.377404506,-2.208685041,good +1896.0,-2.72714668,-0.44895901,-0.198944468,0.39950337,2.692264477,0.666869346,0.685408528,bad +1897.0,-1.006591786,-0.906543371,-3.341985998,-0.521832649,3.32773848,4.398892867,-2.449484525,bad +1898.0,-1.06419107,0.055564833,-0.860756943,1.717759311,-3.339802012,0.907996772,1.943418859,bad +1899.0,3.660747197,-4.135668229,-3.245701027,0.392139813,3.648021363,0.770487365,-1.911790438,good +1900.0,1.368457614,-3.336679459,-2.614885968,3.099659404,0.207258966,-0.441296764,-0.321599953,good +1901.0,2.047870408,-4.873519219,1.144983168,0.503413492,3.855533162,-1.613822988,3.232687294,good +1902.0,-3.051751378,-2.011781356,-1.162722107,1.666779907,-0.951236535,2.959817391,0.876718842,bad +1903.0,-3.09594744,-1.789665222,3.199965816,0.622973395,2.391803533,-0.026330414,-1.122796031,good +1904.0,3.299296698,-1.794590398,-4.918974016,-1.070932396,2.360581263,0.54473792,-0.587674412,bad +1905.0,-1.291458924,-1.672009269,-0.746471019,2.846835147,-2.52227973,2.225132838,-0.180186783,bad +1906.0,0.538071195,-2.58376704,-0.373150523,2.60791603,1.744845562,2.851639173,-1.455314217,good +1908.0,0.763598426,-1.429125238,-0.340216503,1.658917029,-1.251979348,1.424636916,0.842211258,bad +1909.0,1.411866768,-0.131127739,-4.547112874,3.194631624,-1.435088988,1.042234156,0.033384684,good +1910.0,3.375176944,0.866270381,-2.624965547,0.913562619,-2.329670952,1.996365555,0.575495381,good +1911.0,-1.234220685,-0.242813913,0.089991623,1.525911722,0.81410579,0.186101676,-2.553685122,good +1912.0,-0.840498017,-2.306951472,0.067696768,1.943917517,-0.464823853,0.895223225,-1.3334791,bad +1913.0,1.574285217,0.745976125,-0.571434913,0.050196237,3.499596118,-1.843712986,0.015523334,bad +1914.0,2.473157541,-4.475833681,-1.002368477,2.577348815,4.986027543,-1.950930029,1.340208338,good +1915.0,-0.953475721,0.61583338,-3.584262169,1.189656118,-1.12943968,0.338341881,-1.453878333,bad +1916.0,-0.093939404,0.13987119,0.645932492,-0.35896274,-0.525481522,1.858333496,1.054950604,good +1917.0,-0.500907293,-1.515588341,0.518894693,-0.747127786,2.03251822,-2.220710772,0.52763269,good +1918.0,-0.585695101,-0.9056982,1.232224513,-0.199455764,3.480448859,-2.88333219,3.600796684,good +1919.0,-0.694597469,-5.343076463,5.8623561,1.162238433,2.294458014,1.640538073,0.896418974,good +1920.0,-0.808597416,-2.067359276,-1.937311274,1.458267589,-1.087282075,-0.425100176,0.460380026,good +1921.0,-3.381068968,-2.62175816,3.187340205,2.043881444,3.062442644,-0.363865852,0.570639948,good +1922.0,1.457466741,-0.466283976,-2.339907598,1.003581518,-1.391224328,-0.64749794,-1.618798405,bad +1923.0,-2.125665712,-0.376316972,2.956503243,1.233274673,0.485446957,-0.059427793,1.436332986,good +1924.0,0.87236632,0.173314327,-0.190435941,0.138100662,2.872311058,-1.75739624,2.024089693,good +1925.0,-0.074265153,-0.922034021,0.988268239,-0.238596542,1.743087552,-2.188165104,0.483902441,bad +1926.0,0.919370768,-3.102986782,-0.153153248,2.541856654,0.752275592,-1.918296603,0.376595844,good +1927.0,-2.513610772,-0.508219391,-0.231116584,-1.943160135,0.666356615,-1.936065241,-1.394149587,good +1929.0,-1.378677838,-0.342359065,0.705051831,1.376642573,-1.690191601,-1.386841715,1.001952064,bad +1930.0,0.888573941,-2.706129366,0.874330097,0.77414859,1.571062399,-1.589267789,3.399375591,good +1931.0,2.405653269,-1.587522593,-3.348739086,2.978996673,-4.688477534,4.615175061,-6.955460367,bad +1932.0,-1.125288337,-1.845454,0.548017726,-2.162441384,4.830884086,-2.314961022,2.069446272,good +1933.0,-1.352830351,-1.775617733,2.741242267,-0.892613683,0.286592561,1.352466007,-0.439551693,good +1935.0,-0.699261344,-1.259739331,3.069935087,-2.222392583,0.453898824,1.664953492,-1.507584962,good +1936.0,-2.222192932,0.251996152,-1.296072559,0.039530485,-2.122166717,2.181627433,0.701928115,bad +1937.0,-0.294542983,1.568022196,-0.080591583,-0.58258044,0.690705791,-1.804404903,-0.163210965,good +1938.0,0.770097512,-2.382820746,-3.306897649,0.374404121,1.982700619,1.93360275,2.626749321,bad +1939.0,-0.701007452,-0.566161812,-0.642784228,1.222705831,1.115984833,-0.382661797,0.956782203,bad +1941.0,2.507582407,-3.544390441,2.909640954,3.740228068,-4.433225912,-3.998858143,-0.88488274,bad +1942.0,1.305605876,-1.204641425,0.288752743,0.806546347,-0.406499813,-1.020094813,1.500926927,good +1943.0,0.783392908,-0.782197492,-0.177542644,1.217637139,-1.441139571,-0.454873235,-2.148650397,bad +1944.0,-0.906896331,-0.047773852,0.269011332,1.707326055,0.09500717,0.528756689,0.24132956,good +1945.0,0.941631702,-2.835137617,-1.484719333,2.567411254,-2.487890315,-1.269092799,-3.168638448,bad +1946.0,2.193167517,0.430661498,-2.222036172,1.621239054,-0.577165711,0.352711321,0.578838057,good +1947.0,3.710401867,-3.067326329,-3.067985635,1.92886455,1.906900786,1.027754946,1.385611637,good +1948.0,1.562080802,1.873431333,-1.588408555,1.349167216,-1.116332123,-0.399389997,0.420270888,good +1949.0,-0.588101844,-0.910437684,-0.450408815,1.42368466,0.787306221,0.022528706,1.7260921,bad +1950.0,-0.933820314,0.145142898,-3.419538341,-1.523718813,0.277347978,4.781141877,-0.281977942,bad +1951.0,-1.60220322,-2.234048307,-1.445256726,1.421623644,-0.559610859,2.006623105,2.501694047,bad +1952.0,0.037374976,1.389835944,-0.244111061,1.486668936,-2.871368047,-1.437053498,-0.353434952,good +1954.0,0.485271459,-0.009211074,-4.028832673,0.804454728,1.069991142,4.018541156,0.554639352,bad +1955.0,-3.565937398,-2.870644912,0.869659705,1.109261096,4.234035096,3.144795231,4.371277287,bad +1956.0,-3.288756166,0.065990303,1.196369196,2.313421976,-1.005347824,0.227669365,2.503739294,bad +1957.0,0.558270558,-4.287580027,3.234078506,1.713390894,1.851739704,0.900321083,-1.425231325,good +1958.0,-2.775878946,-0.680913711,0.727235593,0.28170529,2.6504278,0.094429883,2.860697945,bad +1959.0,-3.163118966,-0.12330382,-0.20261736,2.206348183,-1.494392356,3.44735858,0.011511544,bad +1960.0,-1.278617911,-1.91366762,1.640518135,1.512861527,-0.644016073,1.823376317,-0.011438035,good +1961.0,-2.636867607,0.711025726,0.577419411,1.519662133,2.25102699,-1.054412134,-1.509871219,good +1962.0,-1.009286586,0.485185059,-1.496391364,1.85512666,2.363582623,0.615000834,-1.819622356,good +1963.0,-0.588400955,-0.861715325,2.351375803,2.296408007,0.633615222,0.594139957,-0.121784757,good +1964.0,-0.351184406,-1.940615905,0.730089876,0.837834661,-0.537396835,2.734557997,0.14140555,good +1965.0,-1.146688726,-1.546559079,-0.357794753,1.432670682,1.722944582,0.152415396,2.424332415,bad +1966.0,-4.298454392,0.808509155,1.972696432,0.741376932,1.067130864,-0.926395059,-1.930633745,good +1968.0,-2.851894665,-0.610942816,-1.19440612,1.177966633,-0.273821289,1.491300794,-1.131703903,bad +1969.0,-2.737078563,-2.429581351,4.120719586,0.617622993,0.595397404,0.460919112,-0.944009775,good +1970.0,-0.466922125,0.853342475,-3.116447972,-0.059156058,-2.264304919,3.829823256,-0.142374841,good +1972.0,-1.247655217,-1.980221982,2.402870961,1.330672585,0.606992546,0.822809913,2.450725045,good +1973.0,0.905833762,-0.751363706,-3.485991924,0.997933312,-1.824294131,4.787430275,-6.547608222,bad +1974.0,-1.389875437,-0.534275313,0.251202403,0.792015711,1.065488839,0.519635062,-0.475792246,bad +1976.0,-1.538623627,0.194289997,-0.925396631,1.119382152,-0.678275352,1.809142627,1.155911804,bad +1978.0,-0.656901337,-1.2383476,1.036869932,2.136844434,2.919869997,0.690906823,-2.321158436,good +1979.0,-3.572582619,1.059641894,1.46963149,-1.684308558,1.326312304,0.308534957,-2.090557189,good +1980.0,0.264645476,-2.387416378,0.747919219,3.268404667,3.200952534,0.241229025,-0.270345315,good +1981.0,-1.685120839,-4.621196406,4.931041828,-0.763766097,1.517063082,2.211660073,1.307555892,good +1982.0,-1.531814342,-2.755601163,1.131343119,0.089504718,-0.331715969,-0.873519876,4.787568824,bad +1983.0,-0.228743136,-3.57368297,0.838211794,2.552136107,2.397737676,1.490477915,-3.172841066,good +1984.0,-1.507007906,-0.37218244,-4.486023577,0.048306142,-1.10981054,4.961810904,-0.393669424,bad +1985.0,-1.94241768,-2.252908158,2.652565522,1.338927362,0.105913933,1.463175231,1.454577903,good +1986.0,1.196033372,-1.921522242,2.432934226,0.2927131,0.519451632,1.312729945,-1.483232895,good +1987.0,-3.939220788,-0.703665486,3.132508504,2.00103787,3.255782592,-1.50618096,0.402124291,good +1988.0,1.279257081,0.126719099,-0.986086673,1.055574691,0.124431158,-1.097568699,-0.621715231,bad +1989.0,0.536039194,-2.901427756,-0.649095399,0.676679109,-0.099345356,-0.94110431,-0.445385345,good +1990.0,-1.399738117,-1.169862153,-0.514639403,2.554174288,2.455876215,0.409372142,0.356405327,good +1991.0,-2.793437528,-0.011650279,0.807352443,-1.531250881,1.526730999,0.968054221,-2.738833565,good +1992.0,-2.585615654,-0.045807165,0.870952196,-0.136892704,-0.037032279,1.07186425,1.50001457,good +1993.0,1.074947183,0.664999276,-0.426341675,1.317769593,3.456734515,-2.589148068,1.914618382,good +1994.0,-3.449440829,1.679028344,0.084188758,1.709304557,3.5768937,-2.207233715,-2.143204755,good +1995.0,-0.726807449,0.232626823,-0.147578668,-2.58448605,0.740857708,-0.476960644,1.400482969,good +1996.0,-0.853172557,-3.685279413,4.862675993,1.33522806,1.87305425,0.618674123,0.597076592,good +1997.0,-3.253899238,1.376306082,0.35554823,-0.634737708,0.846777798,-0.441784939,-1.115966245,good +1998.0,-1.283345178,-0.186850919,0.400307489,2.201901973,1.157646411,0.173307861,0.657650379,good +1999.0,2.415619502,-0.996883024,-3.575635885,-0.327394135,4.083034742,0.964864831,-0.319050723,bad +2000.0,-1.111047637,-0.951366149,-1.147093478,0.241393722,-0.755812722,0.286725408,-2.720479949,bad +2001.0,-6.905803173,-0.599814577,3.640811227,-0.807991164,3.090986845,-1.912563985,-2.135251693,good +2002.0,5.403275751,-4.026721298,-3.991688193,1.621552407,2.086260384,3.162069798,4.915941101,good +2003.0,0.430265328,2.58051832,0.46936441,0.938059721,1.339322289,-2.722897099,2.579043452,good +2004.0,0.448403045,-1.394092223,1.270388798,0.874447696,1.730055305,-2.757573044,1.760895731,good +2005.0,-0.089021588,0.664595344,-1.784197176,0.744092625,1.098127041,1.647644653,-3.484108935,bad +2006.0,-3.65522619,0.5573377,-0.326562959,2.16042424,5.027975868,-1.980610936,-2.03105815,good +2007.0,-1.774167011,-0.216195261,0.410931445,0.75748738,1.044850256,-0.930623076,2.189273559,bad +2008.0,-1.912067865,-1.205841571,-3.647439534,1.101008689,-2.655179595,2.269522573,-2.197877521,bad +2009.0,-0.288879112,-0.77934068,1.013417541,1.220570092,1.674267687,-0.871922368,0.067609917,bad +2010.0,-0.509274511,-1.61525381,1.423952057,1.600770555,0.676752984,0.98174377,1.03430939,good +2011.0,1.464741786,-3.362115856,-2.567966481,2.725426869,1.962865932,-0.537778369,1.788154413,good +2014.0,-0.57575845,-4.425986303,-0.261717525,-1.557399872,5.079227105,-1.727586272,1.50903555,good +2016.0,-2.253727547,-0.356549007,-2.4004501,1.671237171,1.08206531,1.409127744,-1.788594744,bad +2018.0,-1.557786409,-1.471138953,-1.669224586,0.306207078,2.125749174,3.335779504,-0.649064514,bad +2019.0,0.153654355,-1.163029706,-2.760125125,0.982071112,1.725525876,2.387508499,0.25769443,bad +2020.0,1.164775257,-2.340639029,-0.490882946,2.896870727,0.86353698,2.694133866,-0.20164097,good +2021.0,1.581219652,-1.938300594,0.709167053,0.961856589,-0.913408452,3.316931419,0.855149248,good +2022.0,3.733160751,-2.630307377,1.514313925,1.711900122,-1.678539879,-1.706189996,-0.510457242,bad +2023.0,2.316230888,-3.853371915,-1.18844711,3.765607259,0.940405563,-1.025423502,2.48045173,good +2024.0,-0.079988616,-1.121805073,-2.112415432,3.120869418,-2.889311123,3.30488941,-1.446176434,bad +2025.0,-3.523589685,0.494272579,-0.275020086,0.046170188,-3.122809512,-2.132912321,-1.668711571,good +2026.0,-1.783655783,-2.933478072,0.276863915,0.284644285,2.387229867,1.772527081,1.186414598,bad +2027.0,3.026625103,-0.767462689,-3.016153344,-0.285969415,1.866202582,1.471523116,0.432627179,good +2028.0,-2.024398064,-2.3441758,-0.223759414,-0.468512004,5.812242075,0.784822869,4.434521041,bad +2029.0,-1.571191214,1.181532348,0.985552829,-0.248954062,-0.558787768,0.147129238,-0.450351301,good +2030.0,-4.805460859,2.313634942,0.755489388,-0.768511423,1.505760167,-1.124245389,-2.428275981,good +2031.0,3.152564811,0.673119713,-1.704854083,4.512371253,1.350953434,-1.022986756,4.820600657,good +2032.0,1.105708864,-0.943267829,0.131487082,-2.08107586,2.093367908,-0.651310582,1.175072561,good +2033.0,0.236506868,-2.098851225,-3.94379567,2.188713745,-0.836872429,1.278689698,-3.212773437,bad +2034.0,-0.620329645,-0.482662727,0.334240027,1.043739421,1.266541038,0.698872155,-2.283013329,good +2035.0,-5.879770744,0.985776008,0.483918461,0.896278039,3.640081126,-1.692468011,-1.424985366,good +2036.0,-0.568806198,-1.893882091,1.450927843,0.545213048,-3.622027834,-0.952009867,-1.373321887,bad +2037.0,1.570026332,-0.910843361,-3.69611909,2.353818029,-1.276926366,1.016101258,0.327346075,good +2039.0,1.525991681,-2.208141852,-1.03105051,2.534585514,-1.322705161,-0.569179191,-1.736012279,bad +2040.0,-0.519382426,-2.409052242,-1.399647855,1.389051938,2.12126937,-1.978343912,-0.08337454,good +2041.0,-4.41894622,-3.257060307,-0.880693783,-2.073271551,-1.332738442,5.917885993,-3.508051832,bad +2042.0,-3.360436166,-0.453961255,0.98522796,-1.760200315,0.093801121,1.954173736,-1.717266777,bad +2043.0,-0.661029353,-2.028037794,-1.003876658,0.095921124,1.110528648,1.144246252,1.987429612,bad +2044.0,-3.869670838,0.548425831,-2.411873823,-0.3381157,1.52193191,2.496692233,-2.423093249,bad +2045.0,-0.596809188,4.369571494,0.181873551,3.255675296,-1.491297288,-3.31005709,2.728708138,good +2046.0,-2.14046881,-1.472739328,-0.545664344,1.372053319,0.662564224,1.266806589,3.604772068,bad +2048.0,-1.898389482,-3.682617391,4.521893999,1.289006287,2.630410581,0.242000892,-0.299100961,good +2049.0,-0.86900602,1.48972086,-3.339623642,0.887945523,-1.321160127,2.647405534,2.355625894,bad +2050.0,-1.251408171,-0.043487362,0.590500098,0.887160182,1.368709935,-0.614642651,-1.01691619,bad +2051.0,-2.221113828,-3.085519871,-0.737283073,-0.931100276,-0.906036979,2.929602279,-4.18344198,bad +2052.0,0.235550495,-0.743987656,-2.23897547,1.929705461,-1.331811846,0.934118092,-0.286911456,bad +2054.0,-1.770374991,-2.619782722,2.710192633,0.43307871,2.980502899,1.307302676,-3.088850587,good +2055.0,-0.567316747,3.332821453,-4.557395287,-1.008061214,-1.190466298,2.600115834,-3.023189457,good +2056.0,-0.792811525,1.365261448,-1.139326284,1.44881012,-0.494653115,0.758329102,2.344657884,bad +2057.0,-2.618685883,1.933378029,-0.681005397,2.04693777,2.018627533,-1.169149912,-2.486120112,good +2058.0,-0.48595147,-3.295631013,3.069043741,1.283813801,0.287897137,1.821316404,0.293289976,good +2059.0,1.335718605,0.72821767,-2.595384659,1.423958085,-0.038447614,-0.617970996,-0.292091057,bad +2060.0,1.847878345,0.469678201,-0.994127985,-1.029463529,4.308332069,-2.857492446,1.840285348,bad +2061.0,-1.367102458,1.253191696,2.69961954,0.151699678,1.042048576,0.371808634,3.316119737,bad +2063.0,-1.231072429,0.549602197,-0.915629035,0.555966625,-0.316263574,0.552082983,-1.19106958,bad +2064.0,0.05874291,-3.289808544,3.872647603,1.194497978,1.270256103,1.176354914,-0.839104478,good +2066.0,0.665185203,1.028354738,-1.281157846,2.603482852,-0.143778961,0.733716203,1.105284862,good +2067.0,2.255393682,-3.51953343,-2.498390014,0.688477709,0.966496856,0.36329525,-2.008544885,good +2068.0,-1.037962063,-0.10822242,0.629296936,1.424793849,0.333889246,-1.374907117,0.28457265,bad +2069.0,-0.769126954,-2.158429909,1.902392292,1.127191179,-0.201490141,1.91293074,-0.062892903,good +2070.0,-1.095300081,-0.689905071,0.079552523,0.421389288,-0.711749599,-1.994697311,-0.155530675,good +2071.0,-2.023427392,-1.661363351,2.592763979,0.70153623,0.78740983,0.931920812,0.341899461,good +2072.0,0.131873694,-0.768468854,-4.736098336,-1.744694683,3.886771304,2.009640917,0.163437326,bad +2075.0,-2.295813559,-2.917692527,-1.058796127,0.617371758,-1.959403046,2.531233516,-3.004118614,bad +2076.0,-1.811287862,-1.204246673,1.453347164,1.445390945,0.424619294,0.412867495,1.088504595,good +2077.0,-2.466353157,-1.85198635,2.662714892,1.892491621,1.069393056,0.290928139,-0.398543188,good +2078.0,-0.198221898,-0.496620367,0.351846971,0.058835702,1.803724472,0.368058992,-4.534759594,good +2080.0,-2.859172833,0.126924531,2.575793523,1.555869911,0.820581706,0.076740622,0.159723075,good +2083.0,-0.729853803,-0.512728565,-2.418846931,3.087692605,-0.29605865,-1.760261092,0.079276104,good +2084.0,-4.886504935,-0.358219124,1.171250569,-1.406304704,0.790601197,0.559697616,-2.13744482,good +2085.0,-2.049528736,-1.268742529,2.49869252,-0.078154233,-0.060279761,1.825778221,1.886580978,good +2086.0,-3.309268609,-0.714364083,-0.953209741,-1.555607706,-1.432569434,1.389565971,-3.122379218,bad +2087.0,1.730568367,-2.407754753,-0.497006285,-1.807876891,0.962064996,0.636254986,1.382718983,good +2088.0,-2.647026678,0.091678176,-2.891848862,-0.583634463,-0.911458575,3.693075778,-0.618401567,bad +2089.0,-1.899577847,-1.093154953,-3.180823606,0.771270441,-1.916282337,1.975060742,-2.24664311,bad +2090.0,-1.834045786,0.85207234,-2.358210348,0.657595856,-1.532116578,1.983561342,0.810122508,bad +2091.0,-0.000752023,-3.554890292,-1.110145172,2.093299951,-1.968881706,0.401407765,-3.513559603,bad +2092.0,-2.649470223,-2.985518495,3.760676514,-0.083911497,1.78951681,0.359650005,-3.427009421,good +2093.0,1.835205542,2.634609788,-2.240741471,1.252773683,0.553616308,0.015986593,3.292110029,good +2094.0,-0.599056927,2.046434357,-2.87766244,0.505388937,0.228995821,1.890558671,2.211755911,bad +2095.0,-1.545791361,-2.289821041,0.214996787,2.274042131,-2.369316723,-0.110317447,-1.498656037,bad +2096.0,-1.888943699,-1.483683043,2.042191419,-1.903498708,-0.653684695,3.429615947,-1.420395519,good +2097.0,-2.425937082,0.545866744,0.566560572,-1.149181545,1.228715001,-0.207189661,-4.11808396,good +2098.0,2.56304509,-0.594134087,-5.571881446,0.370689553,-0.735662392,2.904305615,-4.068279734,bad +2099.0,-1.670721247,0.251100055,0.771103177,1.526792313,1.648838014,0.696441213,-1.139213205,good +2100.0,-1.473450946,-0.117986532,-4.148934165,2.171342301,-0.870415439,3.486062543,0.556336179,bad +2101.0,-0.920415592,0.822876415,-0.637388279,0.784929119,2.515817562,-0.806609826,-3.635637004,good +2102.0,0.025323798,-0.774397273,-4.819656618,1.129533855,-3.017921521,2.716157467,-0.99116221,bad +2103.0,0.544928791,-2.950038214,-1.560640284,0.391411712,1.89848019,3.018338969,-3.03673955,bad +2104.0,-0.736511346,-1.46560181,0.210433706,-0.156904598,0.514415818,-1.754274319,0.638418811,good +2105.0,-1.716625199,-1.228013068,-0.8723251,0.931502037,-2.082361597,0.002732702,-2.246384251,bad +2106.0,-0.489236652,4.093888412,-0.117897264,3.427268325,-1.232980826,-3.759720025,-0.360762862,good +2107.0,-3.639183136,-0.338087466,0.33654657,-0.691196009,1.007092104,4.55223592,1.136985378,bad +2108.0,-0.999039073,-1.540049412,2.157181236,1.558691565,0.678530472,0.748516402,-1.356950956,good +2109.0,-0.090270944,-1.726818821,1.353851057,0.264375161,2.006328749,1.038351489,-3.391138415,good +2110.0,-1.11416808,-0.782227158,-1.015545793,3.868902504,-0.455818388,-1.200251191,-0.778000656,bad +2111.0,-0.694671654,-1.573373246,-2.501968221,2.817212839,-3.079667471,2.544749362,0.518192204,bad +2112.0,-0.496455727,-0.748864383,0.824484529,0.112490599,-0.536664849,1.827994377,-0.856481232,good +2113.0,-1.225928445,-1.242701574,-1.206389193,2.787051948,1.796350659,-2.925687592,0.933022857,good +2114.0,-0.322462195,-2.575139879,0.329670845,0.311691902,-1.843513963,0.237368419,-2.715597414,bad +2115.0,-1.804617728,-2.012472882,-2.070452517,0.094962469,4.649714343,1.990744178,4.430772373,bad +2116.0,1.139748835,0.166730617,-2.011508254,2.452914,-2.625881517,-0.249664187,-1.93413049,bad +2117.0,1.208430101,-4.525804563,3.42247298,0.756226477,0.50964242,2.841901376,-0.575944026,good +2119.0,-2.900552504,-2.392043352,4.162221352,0.97391202,1.28531825,0.319056379,0.10671871,good +2120.0,4.83460754,-5.187416274,-1.230020786,1.01019782,4.759434044,0.31102365,2.60786687,good +2121.0,-0.677032124,-2.808800817,3.88679959,2.564403888,3.020892076,0.313849067,0.391850889,good +2122.0,-4.380522956,0.809744386,0.866777904,-0.296215228,1.277305245,-0.535528334,-1.109341247,good +2123.0,-2.649304596,-0.212368538,2.472781113,-1.887866252,-1.406507805,2.439665618,1.371130948,bad +2124.0,0.324868846,-0.92089963,-1.861310293,2.15072995,0.402145123,0.015447993,-1.361078055,bad +2125.0,-1.558177786,-1.172793678,0.194824604,-0.164852052,-0.839426246,1.011010427,-1.638679394,bad +2126.0,-2.260565556,-0.598817666,2.605248562,1.534068608,1.355840848,-3.367617094,6.267182876,bad +2127.0,-1.489039304,-0.448912855,-2.558605577,1.00778504,0.556596724,2.005437901,-1.392445032,bad +2128.0,-0.792714002,-0.229621419,-3.055723052,1.945335333,-0.509488018,2.215651848,0.1481226,bad +2129.0,-1.870055746,0.488218275,2.420147264,-2.465425969,0.32437699,1.300471525,-2.046627469,good +2130.0,0.112633012,-1.004231467,-0.924331017,3.033640552,0.189144141,1.914676724,0.837869179,good +2131.0,2.617564252,0.081924184,-0.364518069,1.387658087,0.909087535,-0.704888323,2.269546816,good +2132.0,1.027470747,-1.01201852,-0.246328767,2.046916339,-2.115655588,-0.037873136,1.136907353,bad +2133.0,0.292053647,-2.83944957,0.334109459,1.396526631,-0.439524526,-0.26325533,-2.947236366,bad +2135.0,0.899359303,-1.96029597,-0.961782158,1.970223805,0.607312971,3.057713437,1.192569843,good +2136.0,-1.150426728,-0.459379092,0.634940734,0.776135455,1.55747963,0.489847356,-2.073924429,good +2137.0,-1.288116458,-2.044986299,-1.57236597,2.047004622,0.50247014,1.19218136,-2.711856524,bad +2138.0,-0.142938459,-0.481338315,-2.28601509,1.400622035,0.147894118,-1.129558548,-2.214664806,good +2140.0,-1.500364656,-2.547763152,-0.821351497,0.771691541,-1.203177526,1.068332559,-3.257193758,bad +2141.0,2.313424663,-1.963352972,-1.548023171,-0.031263658,-1.463958695,4.328298465,-0.835054852,good +2142.0,3.726244829,-1.358237337,-0.487663997,2.826486791,1.795483085,-0.903646552,4.093808854,good +2145.0,1.652673127,-4.980836026,0.873583607,4.479749518,-1.877823339,-2.154690413,-3.545769631,bad +2146.0,-1.865761716,1.057888502,-0.485027752,-0.063377955,-1.78388516,2.255705213,-0.150866596,good +2147.0,1.472628167,-0.533480491,-4.399630162,2.291794636,0.149331683,0.556242287,-0.858438387,good +2148.0,0.094281584,1.041114399,-0.610460957,1.28456932,1.107153344,-2.003501488,2.872205132,bad +2150.0,-0.144185984,0.620742875,-1.931273523,3.209633746,0.42710461,1.093505833,2.252121481,bad +2151.0,-0.211408934,3.164263246,-1.108673451,3.980778927,1.26355654,-3.791455724,0.126464569,good +2152.0,0.76350284,-2.339085863,1.641531318,0.879753103,-1.780681789,0.666351205,0.179404391,bad +2153.0,-0.823277336,1.277006271,-0.501902601,-0.763764362,0.315998164,-1.185310585,2.221617546,good +2154.0,-0.440814997,-0.045822824,-1.638420507,1.061085169,-0.504020469,0.851915162,-0.129357025,bad +2155.0,0.602283588,-2.205630506,-0.261152989,1.954799684,3.788698364,-2.59096555,2.892828747,good +2156.0,-1.586743341,-2.823856603,3.472991638,1.762574713,0.683963385,0.427569634,-2.179352823,good +2157.0,0.782667317,-1.865944317,-0.643715575,1.095487435,1.03693603,2.835644816,-1.277183124,good +2158.0,1.837040772,-1.358521162,-1.228704369,2.756600486,-0.909358344,0.2839664,0.467697195,bad +2159.0,0.586694575,-1.333885902,-0.292023479,1.13649496,-1.937563778,-0.40091978,-0.921238606,bad +2160.0,0.155221377,-0.735737747,-1.377105771,3.192885018,-2.946156176,-1.046913021,-0.594522307,good +2161.0,-2.476002145,-0.452070324,0.931480519,1.458111612,0.692759378,0.409611271,0.288334411,good +2162.0,-2.802672809,-1.628473884,-3.316330691,1.044711193,0.063320365,4.655383423,-1.606343106,bad +2163.0,0.530865366,-0.814332096,0.016463139,1.480458148,2.033640551,-2.741933597,-0.533808885,good +2164.0,-1.218792953,0.556167654,1.294596592,1.164562488,0.661530477,-0.801403196,0.939595556,bad +2165.0,0.42978354,-1.903909733,-1.474212804,1.097044519,-2.203614036,0.726146407,-1.662029824,bad +2166.0,-0.062090213,-0.213946902,-0.242225762,2.850387081,1.908284984,0.217773856,-0.247001025,good +2168.0,1.716020704,-3.910784154,-2.83585439,1.298777726,0.993305361,0.547551833,0.246129771,good +2169.0,-0.877526715,-0.403724649,0.783132125,0.903129897,-0.130447559,0.359689875,0.483467424,bad +2171.0,-0.047806543,1.481495384,-1.241820016,1.153462777,0.707333259,0.402332005,-2.650827913,bad +2172.0,4.462673691,-1.13273302,0.826322493,-2.59824637,5.461806557,0.313965906,5.91888783,good +2173.0,2.069823748,-1.987112469,-2.658363796,2.204464118,0.340968413,0.276198288,1.030098094,good +2174.0,-4.389032417,-2.012014025,0.416052283,1.155302186,0.845483421,1.777485812,5.614975313,bad +2175.0,4.305849179,-3.431048364,-2.630272319,3.62169029,1.385819172,3.792586559,0.11629875,good +2176.0,-0.768129713,-2.104779279,-0.490160386,2.695262197,1.602198559,1.898814361,-1.414392056,good +2177.0,-1.042922746,-0.708490352,-0.157402388,0.950915787,1.027566496,0.461387136,-1.082842655,bad +2178.0,-0.902666687,-4.034102198,2.158641804,1.725307725,-0.160970254,-1.02650725,-4.448054211,bad +2179.0,-2.567027949,-0.538892111,2.661353251,0.434470196,0.048949287,-0.023129717,-0.603270824,good +2180.0,2.203787367,-0.447803183,-1.234655097,1.646954969,1.229152433,-0.413445163,2.399052542,good +2182.0,1.587379525,-0.449550631,1.154522763,0.349009448,0.417567442,-1.400332754,2.530517323,good +2184.0,-0.129502399,-4.690070641,1.126250345,3.03602191,2.295715138,2.492054051,-0.476322949,good +2187.0,0.750814186,1.246413162,0.790365512,-2.375099162,0.404926201,-0.433943964,3.670181522,good +2188.0,-0.390173063,1.904167267,-1.118364299,1.558759764,-1.58278882,-1.294414713,1.575293784,good +2189.0,-0.908678227,-3.348000698,4.132449972,-1.191939094,2.331181898,0.994385693,-2.43979642,good +2190.0,-1.222465825,-1.390363637,-0.848536828,2.346494485,1.522259618,-2.98614991,0.420361836,good +2191.0,2.808188683,-1.000027757,-1.398065291,0.684466748,2.944581007,-0.606885097,1.560880955,good +2192.0,-0.503316995,-0.704216886,-3.883713649,0.628402893,2.458651035,3.698133576,-0.409698609,bad +2193.0,-2.447816326,0.824679098,0.143270373,1.478978273,1.810475947,-0.340230463,0.671943146,good +2194.0,1.341187327,-0.351865294,-0.910001468,3.59061853,0.938523436,0.09384146,-0.400220952,good +2195.0,-1.310657812,-1.210850946,-0.789613398,1.720657274,0.214007605,3.557588395,-3.000197815,bad +2196.0,-3.701798541,3.207895588,-1.811640348,-0.984135799,1.62468603,-1.270178238,-7.010538475,good +2199.0,-3.309756268,-0.119803874,-3.03695312,0.56283121,-1.226005544,1.858117339,-1.990957758,bad +2200.0,1.657435643,1.923801596,1.447565855,2.069748375,1.714583111,-2.896040028,4.514503907,good +2201.0,-1.44837283,-0.472324969,-0.28450227,1.47149743,2.708222184,1.332536663,0.658072598,bad +2202.0,0.705151025,-0.975941243,-0.317426701,0.229511689,-0.792009283,-0.686751105,0.967041295,good +2204.0,-2.890416748,-2.458837644,-1.909801503,1.449790235,0.329820133,4.568928461,-0.337194942,bad +2205.0,-0.891097343,-1.405426104,-0.348578398,1.563817505,-0.487976794,1.124207279,-0.361346892,bad +2206.0,0.525331564,-4.48793224,0.867200867,1.227252549,-2.108394016,1.470957892,-2.643474086,bad +2207.0,0.794249191,-0.050024249,-1.145347533,2.031164911,-0.066799224,-0.681423567,0.013338089,bad +2208.0,1.867104765,0.036132936,-0.016261292,-0.134033853,3.790914295,-1.49410829,3.251512146,good +2209.0,-0.939374182,0.360852891,-0.892405419,-0.282832832,0.700530373,0.787688514,-3.496028713,good +2210.0,-4.780676626,2.519171413,-3.199009274,0.0497139,-1.396157619,0.646605119,-0.525431727,bad +2211.0,-0.041564638,-2.53011382,-1.487798006,1.27552067,-1.191593687,3.037346004,-1.245114712,bad +2213.0,-0.334986066,-1.667267722,-0.10478713,2.107930477,-3.644782882,0.045081901,0.198688716,bad +2214.0,-0.651106447,-3.111428715,-2.324016517,1.857068791,-1.278932919,2.301824124,1.615739883,bad +2215.0,-1.141674539,-0.795050543,-0.041325635,0.738604119,-1.396352229,0.458395341,-0.641906912,bad +2216.0,-2.162204213,-0.177489528,-2.536287216,0.730679333,0.216158022,2.556700744,-0.693294222,bad +2218.0,1.230079928,-2.136526255,-1.644883753,1.701972126,-1.116911404,1.121949359,-0.613702772,bad +2219.0,2.828637642,-1.154014648,-6.35974912,-0.112942198,2.870289999,2.804619621,-2.550249431,bad +2220.0,-2.436002313,0.084055928,0.222926103,1.398836725,-1.796494906,-2.587192294,0.362517495,good +2221.0,0.911789148,-0.15565199,-0.457495966,2.382532318,-0.870300692,-1.313018732,2.551831691,good +2222.0,0.620445662,-0.008587452,-2.158843757,1.91504063,-1.280245897,-0.342763465,0.022420828,good +2223.0,-2.250172219,0.851410805,-0.384605964,-0.517092054,-2.969104902,1.242169702,1.266060162,bad +2224.0,-2.515845863,0.556791587,-0.256970316,1.133642485,1.241172767,0.291943506,-0.359520606,good +2225.0,0.103847581,2.430741335,-0.228727566,1.31563728,0.465298597,-2.762087148,-0.456343829,good +2226.0,-0.514957132,0.034977924,-0.459915958,1.291525221,0.454003509,1.536034767,-0.693438851,good +2227.0,-0.278953799,-0.563608436,1.888951231,1.177150821,-0.131230444,1.213522064,-0.549522887,good +2228.0,1.274946411,-0.62221895,-1.242830531,1.375191003,-0.294096087,-0.191340164,1.3090311,good +2229.0,0.16851505,-1.876534248,0.691351959,1.918167575,2.777259647,0.382210508,-2.955247077,good +2230.0,-0.882113631,-0.63021827,-2.350978847,1.094072107,-2.922814821,0.701124631,-1.187544333,bad +2231.0,-2.186439071,-0.82962874,2.286443539,2.48069603,-3.498057673,-1.960518456,2.843064411,bad +2232.0,-0.2144846,-2.313936235,-3.942249344,3.562241868,-5.961897048,0.301016789,-1.778796745,bad +2233.0,-4.058226556,-1.956859537,1.791488903,0.618363751,1.018832141,0.69893161,2.400968257,bad +2234.0,0.355133695,-1.294624869,-0.414662426,1.212616092,2.867241644,-1.966610091,2.892003722,good +2235.0,-3.48562754,0.020654389,1.62274983,-2.130544452,0.417311013,0.903365106,-2.17857139,good +2236.0,1.277291216,-1.9840776,0.465389491,1.694732786,-0.057597317,-0.606175323,-0.116073579,bad +2238.0,-2.224323689,-1.239663274,-1.320690059,1.07599828,1.047348521,2.869683262,1.412873536,bad +2240.0,-2.888477189,-2.467959017,2.064439511,1.249091416,2.647103634,0.73238027,-1.341537581,good +2241.0,-1.663651228,-3.591539416,1.790161184,2.841503045,2.26001839,1.567303348,0.090837087,good +2242.0,-1.023914397,-0.188001819,-0.70255069,1.617376553,0.82200077,1.032570792,-0.911224331,good +2243.0,-1.595052938,-0.664682467,-0.41832337,0.376891859,-0.02367138,0.316961692,-0.81231003,bad +2244.0,-1.657083693,-1.07475352,-1.115801573,0.863671721,2.696699677,2.222722634,0.335432297,bad +2245.0,-2.246350138,-2.298751889,1.713391688,4.439500045,-2.842349316,1.574117276,3.02180759,bad +2246.0,-3.313885981,1.260442573,-0.621122397,2.027986009,0.197601923,2.643055659,-2.602720262,bad +2247.0,-3.696848251,0.761063567,0.987403283,2.57453104,3.974331114,-2.365227913,-2.839214332,good +2249.0,-1.356758732,-1.528045709,-3.707089527,1.440727033,-1.209897257,2.9220784,-1.865114573,bad +2250.0,-1.623184045,-0.80700759,-0.371444497,0.431803665,0.467251243,1.741359744,-0.836539152,bad +2251.0,1.201796665,-1.823887812,-1.199269667,0.093851853,3.267926982,-0.971823772,1.630534548,good +2252.0,-0.885606724,-2.208898675,-0.42344758,0.507461969,3.785116596,-2.924911426,0.3652211,good +2253.0,-4.250112494,-1.278961,0.468004304,0.696642467,3.676770382,2.897974386,2.975223485,bad +2254.0,1.756986466,-4.481451766,-0.604617863,-0.449786695,3.550129788,0.070373695,4.110698064,good +2255.0,-1.859442617,-1.809485522,-1.534746818,0.944652976,0.535281082,2.076456979,2.052889264,bad +2256.0,0.481871199,2.273680169,-1.456168246,2.452203772,0.046173268,-1.234474229,-1.005574147,bad +2257.0,0.153430601,-2.911247612,-0.817713752,2.134517734,-0.827077744,0.650187965,1.815367793,bad +2258.0,-0.256326687,-0.538761362,-0.196808308,0.722540681,1.232277676,0.826753403,-0.705385436,bad +2259.0,-1.23971138,-0.557082072,-3.527555152,-0.015960295,0.242422509,3.014370057,-2.011518699,bad +2261.0,1.424942177,-1.474669061,-2.159062059,2.88051773,1.153242031,-0.88746316,0.255152887,good +2262.0,4.102548859,-1.532027935,1.739174622,3.508419886,-3.581638412,-3.467741622,1.811772403,bad +2263.0,-1.931908109,-0.437187157,1.250087873,3.061267222,-1.362074349,0.693815533,-0.247436221,bad +2264.0,-2.702049465,0.347910839,-0.300995475,-0.547443371,1.860433081,0.630312412,-0.676107581,good +2265.0,-0.815346887,-1.980286109,0.940814832,1.897032759,-3.811664332,-3.488174522,-3.277636934,bad +2266.0,-2.447323595,-0.939739943,1.06138129,-0.236998028,-0.061152164,1.665930522,-0.836166022,good +2267.0,3.801708216,-1.622880326,-1.692848533,-1.490343734,3.345865697,1.232736296,2.523712283,good +2268.0,-1.23879291,-0.380977512,-0.439442155,0.490315949,0.978204212,1.573302181,0.355785802,good +2269.0,2.189326857,-1.119179783,-0.642913868,0.982333264,2.790276912,-1.412743392,1.632592779,good +2271.0,-1.070138219,-1.454870752,-2.481910064,1.203107362,1.899227971,2.258958554,0.893563954,bad +2273.0,-0.580451799,0.400891004,-1.218143758,2.407946088,1.367578742,-2.275824219,2.10991205,good +2274.0,-0.051337785,-2.188047004,-1.930941619,3.156301325,-2.526631679,0.383932676,-1.17091649,bad +2275.0,1.084109155,-0.355694098,-1.142577387,0.156153794,-1.098961548,0.339324466,1.618756068,good +2277.0,1.866215448,-1.139945045,-0.021026127,2.35306658,0.598992763,1.803127245,0.581234485,good +2280.0,1.643184405,-2.031034223,-1.365666607,0.277604934,0.336991226,0.380510019,2.047649446,good +2281.0,-4.759438172,-2.516415393,0.58710332,1.199243358,3.218731012,2.725957334,5.568768151,bad +2282.0,-2.110772992,0.459945924,1.803417804,-2.301612047,-0.227348865,1.571548785,-2.639847185,good +2283.0,1.199048252,0.495285195,0.521776746,2.339570633,0.305640771,-2.82010156,-0.045751867,good +2284.0,-0.932976321,0.218100674,2.337452345,1.027432189,-0.372684741,0.108566831,2.504311868,bad +2285.0,-1.818450761,-0.269420085,-1.234098118,-0.79189647,2.609831296,2.733036105,-1.820405061,bad +2286.0,-5.648196033,-0.867212898,-0.325700946,-1.505945118,1.406540799,4.39780589,-2.403308571,bad +2287.0,-1.034137908,1.61259247,-0.216231131,0.186037696,-0.106674838,0.721565379,-2.851279554,good +2288.0,1.988089472,-1.045738509,-3.201109193,2.49343274,-5.647512538,0.204974554,0.523310477,bad +2289.0,2.863320776,1.064390627,-3.840678246,-1.371791941,4.361907807,-1.749734309,0.722138309,bad +2290.0,-0.906691888,-1.319070765,0.114757843,0.699130241,-2.673554112,2.178448915,0.96430594,bad +2292.0,-1.49918899,-0.97213978,-1.038250028,0.577169563,0.601411673,2.003328699,-0.925759589,bad +2293.0,-1.542410968,-0.942480815,-0.508999257,1.246534578,-0.819818136,0.848231585,0.943887284,bad +2295.0,0.712130329,-2.770512367,-1.704817064,0.861370126,-1.343823564,0.782195409,-3.180337542,bad +2296.0,2.022389328,-0.946769757,-3.11752961,1.636830184,-2.023518024,0.928424754,-2.037169723,bad +2297.0,0.662377395,0.665578207,-1.728695203,1.370098588,0.460154077,-1.435427622,-0.577515827,good +2298.0,-0.429592197,-0.474286817,0.084666235,2.239623716,1.230820652,0.468641637,-1.416918958,good +2299.0,1.369183438,1.69474482,-1.294504575,2.304889729,1.021828402,-1.808204095,0.458761382,good +2300.0,1.456556862,-1.892524144,-0.066410459,1.273119771,0.235152661,1.869720669,-2.531913018,good +2301.0,2.577565777,-2.528509231,-3.644774323,1.892484953,-0.932622601,1.163782653,-2.871391746,bad +2302.0,1.200197655,-0.708147312,-4.00150479,2.027165474,-2.098952679,2.622839865,-1.576527775,bad +2303.0,-3.08237622,-3.36791588,5.069020326,-1.427145063,-0.116889567,1.061304956,-1.718581873,good +2304.0,0.053410978,-4.362917431,2.106001496,1.694385842,1.167633655,2.238706594,0.490235188,good +2305.0,-3.523572641,-0.464500208,1.109407856,-1.887772232,-0.557847097,2.895793612,-0.365323639,bad +2306.0,-3.079759205,-1.423470892,2.0046343,0.328651263,1.998417684,-0.473727091,2.446554704,bad +2307.0,0.150914038,1.082719523,-3.459398494,3.348392288,0.125177189,-0.323691945,0.430263765,bad +2308.0,2.018117466,0.00281875,1.570514615,1.484381196,3.538711767,-3.328144072,3.701673772,good +2309.0,3.456805879,-2.700306445,-2.153625349,3.904196882,2.85947843,-1.00658252,0.743703336,good +2310.0,-1.072557405,-1.030779899,0.619457809,2.405212292,-0.049185447,0.704282549,0.273804412,good +2311.0,3.048418182,-1.417848054,-3.72096517,1.870029037,1.671063222,0.753143735,-0.116938612,good +2312.0,-1.318784297,-0.955732508,-1.514348808,-1.254352291,6.226447507,1.16460628,3.080107647,bad +2313.0,3.818402753,0.020783241,-1.556678005,-0.553346779,3.331979805,0.277485971,1.639280607,good +2314.0,0.218231451,-3.116587945,4.143229312,1.481697532,1.388503744,0.840105671,-1.635404402,good +2316.0,0.23073267,-2.729225443,-2.143869768,-1.400213256,1.609957134,0.30422709,-0.297613936,good +2317.0,-2.441251849,2.390132781,-1.51128371,0.133842573,0.35948336,1.664920954,2.229527803,bad +2318.0,2.764036359,-0.333896729,-2.554159219,0.791335796,1.485691092,0.569436273,1.996529898,good +2319.0,-1.746794641,3.511757902,-2.191907688,0.568637437,1.27942102,-0.584781436,-1.188675877,good +2320.0,0.660224225,3.219762019,0.0361015,0.405034333,2.733102359,-2.811419364,1.937289864,good +2323.0,-2.180226255,-1.570609008,-0.855365269,-0.444048362,-0.882006765,3.510034202,-1.176531722,bad +2324.0,0.156593347,-1.777604056,-3.74225768,0.666825013,1.465928947,3.441336039,0.266387675,bad +2325.0,-1.447188749,-1.675930188,-0.464819568,2.638306667,-2.620990805,3.498612406,-0.495153874,bad +2326.0,1.667931328,-1.690135779,-1.552181673,2.73553303,0.636439789,2.39269715,1.194249236,good +2327.0,4.21498135,-5.542290257,-0.329022575,-0.970746456,5.461859052,0.023255606,0.880198889,good +2328.0,-2.970585859,-1.67569901,2.673632118,0.646731152,1.943992978,0.726577731,1.097634922,good +2329.0,0.117483285,-4.09402742,0.224615899,1.919510445,1.486836861,-2.313801889,0.378997485,good +2330.0,-0.360472865,-0.692693223,-3.40816825,-0.275927416,0.341500263,1.674033694,-0.01630256,bad +2331.0,-6.669724753,-1.37158605,-0.677896842,-1.649711908,0.974616928,4.214319804,-3.649341717,bad +2332.0,1.49399631,-0.785932627,-1.410616611,1.133285644,-0.281787512,2.259486573,-0.195111846,good +2333.0,0.128843848,-2.790195384,2.242249942,2.58447224,2.924971498,0.020213794,-0.011582814,good +2335.0,1.317040361,-4.190848806,1.492964325,2.62912962,0.064027018,3.578315521,0.797920023,good +2336.0,-1.286048399,-2.465490554,-0.889402362,0.661327395,-0.833475908,1.743180036,-2.830523857,bad +2337.0,-4.76866674,2.128980397,-0.074342473,0.939615211,2.64209448,-1.488100155,-2.204790514,good +2338.0,1.557779791,-3.556247763,2.209099677,1.185904198,0.982664799,1.779666477,-0.540070346,good +2339.0,-3.049346357,0.06711044,1.741481054,0.800206207,1.128095671,-0.948430868,2.747653602,bad +2340.0,-0.163835024,-1.963474387,-1.887763957,1.6620155,0.460578839,2.524150425,0.869982944,bad +2341.0,4.303296779,0.103930716,-1.804378149,4.803848062,3.562605279,-1.893925123,2.502066301,good +2342.0,-0.365281129,-1.461039892,1.398050916,1.807961186,-1.560345485,-0.314939391,0.260775943,bad +2343.0,1.300293491,-0.519281049,0.430921426,1.241763305,-1.465792203,1.784157992,-0.180916277,good +2346.0,1.709782759,-1.418567187,-0.866080113,1.208107197,2.080326443,-0.975313198,2.256195514,good +2347.0,-1.51594954,0.341179176,0.509599206,0.820072323,1.927415205,-3.528168839,1.610284105,good +2348.0,0.146860505,-1.283878832,-0.136293346,0.651485519,-0.595226245,1.282650346,-0.508210454,bad +2349.0,-1.890719846,-3.248342069,3.6066911,1.238127273,1.544617186,1.238559135,-1.487521965,good +2350.0,-1.313893834,-2.386817845,2.505231799,1.339162226,3.790206269,0.221429828,-2.583858134,good +2351.0,1.254202064,0.620343539,-0.987542059,2.381111335,0.657659364,-1.376908057,2.114409958,good +2352.0,-1.965285243,-1.376076437,1.349820352,-0.303674899,3.79199725,-3.949413841,1.224928763,good +2353.0,0.05561578,-2.989310888,0.181923298,1.342116778,-0.003416238,-1.757822966,0.206975851,good +2354.0,-0.744412789,-2.804833529,2.073095987,1.440366058,2.897073263,1.051072277,-0.899930932,good +2355.0,-0.520723107,-0.746561488,-0.916918909,1.186931888,0.057479025,-0.093299852,0.777769952,bad +2356.0,2.598783686,-2.080573622,-2.581655401,3.521801047,-0.862974852,0.127279151,-0.404411056,good +2360.0,-0.026141405,-0.209785276,-0.971961014,2.442559424,-1.016647385,1.086074933,-1.916873036,bad +2361.0,2.174107807,-4.515358166,-2.257283497,-0.876035283,-0.663552988,2.720567632,1.505616743,good +2363.0,-0.984528198,-2.011152771,0.532581503,0.218816952,1.686125163,0.184331968,2.204141635,bad +2364.0,0.507763126,-1.522654059,-0.585707825,1.680467214,-0.628317574,-0.934870838,1.078184946,good +2366.0,-1.146725316,-0.548734161,-0.298044781,1.167566885,-0.10334691,-0.167098766,0.892245948,bad +2367.0,0.265542761,-3.522169474,2.499134918,2.236328486,-0.552468893,2.41423252,0.950782318,good +2368.0,0.998112506,3.265245501,-0.550219208,3.850447335,-2.117412638,-2.179580302,1.920543098,good +2369.0,-2.884036591,-1.277148255,-2.992238131,0.549696593,-1.074680793,2.75379077,-2.662369178,bad +2370.0,-2.466337134,-0.552466138,-0.815411222,-0.017917082,-0.200991908,1.239895727,-1.739287372,bad +2371.0,3.494568584,0.290327826,-1.889108539,-0.229751394,0.440206731,1.006766139,0.171613195,good +2372.0,-3.163457171,-0.658502963,0.393038751,-0.451928819,2.241921011,0.951577898,-1.207574424,good +2374.0,0.500269817,-1.84228235,1.410976859,-0.508554725,-1.019181254,-1.021734105,1.458007057,good +2375.0,-2.785619738,-0.464113159,-2.008147034,0.304050877,0.677976375,2.741259068,0.666779313,bad +2376.0,-0.009004909,0.91777556,2.490815445,0.24066632,0.251475303,-2.726952335,3.347671368,good +2377.0,-1.439118268,3.081537769,-2.515097585,0.352586971,0.544781637,1.194892768,2.458897674,bad +2378.0,-3.28816985,-1.003676689,0.312014723,2.50126809,-0.367981447,1.874704901,1.360220777,bad +2379.0,1.282561123,-2.076619311,-1.310701623,2.024082402,2.835660496,-1.438247397,3.368594087,good +2380.0,0.636657511,-2.976952351,1.209688596,2.626698767,1.069166666,2.179049129,0.816618795,good +2381.0,-0.114110061,1.529552815,-2.779826343,2.839020611,-0.969455216,2.800208784,4.96733684,bad +2382.0,-2.105049328,-3.789945038,1.723246814,2.780501888,2.251864247,-4.805813898,1.603692081,good +2383.0,-0.173678509,-0.664062081,-0.65261267,1.97784334,0.520846571,-1.465246092,-1.933512989,bad +2384.0,0.153683101,-0.753644487,-1.117696582,1.16356016,-2.005551371,0.396156559,-1.370209837,bad +2385.0,0.398830208,-2.2205631,2.405669323,1.496692237,-0.918728364,1.891578652,1.692950967,good +2386.0,-2.345629552,-2.100760575,-2.014975975,4.195975535,-0.95551847,-3.24253551,-3.492475258,good +2387.0,0.595694256,-2.36558273,-0.364477156,4.22471224,1.348387535,-3.178208236,1.466224085,good +2388.0,-2.830463095,-4.371521936,-0.790808931,-0.940962021,4.038744128,2.77429988,3.816880808,bad +2389.0,1.898334792,3.304017185,0.853349209,-1.053534639,1.109547018,-1.162182741,3.306494887,good +2390.0,2.639380873,-4.289758506,-1.613193772,0.638524246,3.968766656,-0.291309665,1.379010378,good +2391.0,-1.621693042,1.436521612,-0.118410453,0.615448675,1.507476397,-1.091774216,-2.195781505,good +2392.0,-2.3931855,-2.699398836,-0.439148853,1.795682029,-0.809629336,1.501457748,-2.5762885,bad +2393.0,-2.79942712,-1.69419127,1.645971316,0.392717642,0.33068203,1.602245401,-1.007957945,bad +2394.0,2.279865471,-1.200010688,-1.934805768,1.258309911,2.115293503,-0.555747311,-0.209986622,good +2395.0,-0.579862327,-0.542274587,0.080046307,1.112453098,1.232306496,1.35224557,-0.123379089,good +2397.0,1.009229124,-2.271038958,1.235493319,1.217696936,-0.300854215,1.785109572,-1.379642791,good +2398.0,-0.356939951,-0.727582841,0.055781956,0.712721677,2.91058714,-0.489938008,1.716681323,bad +2399.0,-1.684840454,-1.540054904,-0.799606503,-0.265964055,-1.376355632,2.981055391,-1.0954011,bad +2401.0,1.108585256,-1.3756005,0.466650767,3.027071545,-0.022722728,1.619337422,0.673782716,good +2402.0,0.571692635,-0.863996985,-2.875435049,2.026405836,-4.246383911,1.006723513,0.500029929,bad +2403.0,0.762876703,-3.813836439,0.965450356,1.192024365,-0.143097708,3.406596454,0.837749293,good +2405.0,-0.805738815,-1.773678065,2.338773638,2.555178009,2.975385799,-1.211171791,-0.632589366,good +2407.0,-1.432623398,1.027015645,0.200390579,0.03226147,0.953230037,0.432171009,-1.979824612,good +2408.0,-1.052726769,-1.050940457,1.558789814,0.517760154,1.836197921,-1.717858197,3.170053076,bad +2409.0,-0.802975273,-2.869071288,-3.641196319,-0.459120011,2.093994242,4.560185443,-0.420776079,bad +2411.0,-4.9725155,-0.262867233,4.09739266,1.096328379,1.319099504,-2.022445643,3.34199466,bad +2412.0,2.38611367,-0.795745899,-1.422862251,1.816848624,-0.516655718,0.040730225,1.566993752,good +2413.0,1.934333339,-1.807241613,-0.957443947,3.846443605,1.503078232,-1.752858433,2.453387601,good +2414.0,0.145063575,-2.420646472,-0.683822034,1.38306371,0.932613952,-1.476399085,0.111191205,good +2416.0,3.684915954,-0.583134554,-2.759251109,-0.492223669,1.393307111,2.431379579,3.674093248,good +2417.0,-0.356741809,-0.673466978,-1.597212283,1.021556162,-1.437327751,2.706066625,1.025434143,bad +2418.0,-2.471018449,-1.339784424,0.469024665,0.888401313,2.118278484,-0.761144845,6.184145401,bad +2419.0,-5.069332059,1.508076939,3.386235951,-2.239546141,-0.806686778,-0.873890934,-2.647164684,good +2420.0,1.192598531,-0.216391588,-2.145719518,1.618030352,-1.897471784,0.31443126,-0.275670961,good +2422.0,-0.418740875,-0.367927432,0.027077653,1.357778226,1.255594578,1.224406991,-1.611315674,good +2423.0,-0.710888637,-0.040224087,-2.137088958,1.190567056,-4.327240599,-1.039063711,-0.961324304,bad +2424.0,0.526586204,-1.353058666,-4.916783135,0.604765684,0.345793604,2.741096659,-0.072155984,bad +2425.0,-0.057767571,0.286939811,-0.648795826,1.96931217,-0.823967903,0.195576256,-1.016481028,bad +2426.0,0.239307435,-3.788679809,0.291985017,-0.913248924,3.756461077,-1.900294377,1.401459762,good +2427.0,1.689363891,1.291571154,-1.602756069,0.879699184,0.657549319,-0.556177335,0.156466706,good +2428.0,2.361273812,-4.342461422,-0.101835664,0.809679271,-3.099777102,0.738780648,-2.960998466,bad +2429.0,2.774242571,0.51125344,0.480234344,-0.255944255,2.470790564,-0.541019417,5.552320288,good +2430.0,-2.597630283,1.468147874,-1.363161167,-1.0959199,1.649990562,0.032820409,-3.626255141,good +2431.0,-1.801067254,-0.542330708,0.135581722,2.007208031,-2.303455952,1.526522001,-1.116251429,bad +2432.0,0.489720369,-2.286110352,1.189136335,1.004070064,1.514245568,-2.066796469,3.752627485,good +2433.0,-2.123935198,-0.154501501,1.144788284,-0.171677231,1.974921934,-0.539326504,-4.011969793,good +2434.0,-1.489842526,-1.990071707,1.764041148,0.58046067,2.079105366,0.359361502,-2.150778123,good +2435.0,0.95705077,-2.953469052,-1.172708707,0.068262349,1.633734443,-0.648335654,-0.575085932,good +2437.0,-0.048798642,-3.29461348,-1.31395994,1.098101839,-2.369237006,2.252807466,-2.281440707,bad +2439.0,0.130018578,0.966377947,-1.115658071,-0.261679777,5.452808884,-2.027521833,3.436560049,bad +2440.0,0.679933118,-0.699464572,-1.402164023,2.125320024,-0.300245179,-0.619653114,2.066437685,good +2441.0,0.904309287,0.341878853,-3.797192798,1.6092051,-1.465360231,0.965242843,0.251244793,bad +2443.0,4.160258111,-3.529278569,-2.283460035,3.091616102,3.125334184,0.065801674,2.943658081,good +2444.0,0.680121049,-0.82022041,-1.178802796,-1.815554951,1.669276788,0.22931037,1.582143197,good +2445.0,0.543335743,-0.662709166,-1.286173818,1.118483167,1.23763731,1.142694301,-0.064020014,bad +2446.0,-0.891030144,-3.905946978,-3.180118722,3.674259086,-0.801723547,-1.399609205,-3.185962846,good +2447.0,-4.11482843,0.841067235,1.045018813,0.013081868,3.185594591,-1.405317497,-3.178354998,good +2448.0,-1.618332762,-1.584919085,-0.653479821,1.247518528,2.652649048,1.31273798,2.405837627,bad +2450.0,-1.093181821,-1.270403337,-2.227954753,2.431675728,-2.664434088,4.99645193,-2.516542927,bad +2451.0,-1.066491955,-3.484318641,4.131262237,1.853618216,0.532620492,1.66123407,1.014805472,good +2453.0,-0.146301201,-1.208780226,-0.765581148,1.820029859,0.379777127,1.309305097,-1.499622518,good +2454.0,0.041794936,0.073997648,-1.667351936,-2.241944472,-0.152526714,0.543613178,0.322768516,good +2455.0,-2.939797228,-0.007553123,1.60710465,-0.68115037,0.455248519,1.16590246,-0.987979264,good +2456.0,1.10317433,1.129117519,-2.447151412,-0.758535636,-1.057971827,1.036157838,0.420810121,good +2457.0,1.734415072,-3.105091647,1.051467597,2.021499643,-0.912764727,3.408551735,1.667884513,good +2458.0,-6.71331515,-0.179870876,4.293285256,-3.404414588,1.265506569,0.372188929,-2.680302067,good +2459.0,1.01550103,-0.302487386,-0.046176882,-1.037176834,0.028679152,-0.713654382,-0.662878148,good +2461.0,-2.416505969,-1.296758716,0.233809223,2.040074303,0.699996599,1.41561914,1.881426498,bad +2462.0,-3.403688006,0.518918974,2.72046322,1.992702112,4.28478982,-0.527755424,2.557250685,bad +2463.0,0.680798498,-2.63145276,-4.570984922,-0.974957669,1.554182866,2.144849109,1.312900519,bad +2464.0,-1.333465549,1.199731984,0.653672907,4.696968221,-3.447246668,0.897324134,-2.35095113,bad +2465.0,4.401295846,-1.742955925,-3.533077318,1.48469425,0.141338541,2.270876204,1.346573723,good +2466.0,-1.192530716,0.48112487,0.572513757,2.060100713,-1.456855317,-1.86631651,2.325145985,bad +2468.0,1.285556338,-2.775153521,-1.515626814,-3.850311952,2.635947874,1.310341833,-0.481429777,good +2469.0,-3.200351198,0.029652066,2.110724048,0.212119672,2.858227905,-0.919558255,-2.600424018,good +2471.0,0.360315367,-1.634016238,0.579626462,1.722726658,1.168219575,-2.137873658,3.422270784,good +2472.0,-1.459342705,0.494380297,0.140637473,-0.924907997,-0.076601308,0.381185406,-4.524693907,good +2473.0,-2.783937061,0.327640426,-1.307993004,1.342265744,-0.581627451,-2.282752158,-0.017094245,good +2474.0,0.530101952,-1.00025045,-1.96454894,1.941316116,-5.544052856,-0.649836871,-0.025322858,bad +2476.0,-0.105490641,0.935525316,1.04637234,1.202567426,2.947505168,-1.048008873,0.634562579,bad +2477.0,-2.575289541,-1.116979177,0.469161969,0.015458691,-0.703408378,2.295525452,-0.156731288,good +2478.0,2.343654192,-1.551587681,-2.616260122,3.158761372,2.69128759,-1.172085986,0.313115727,good +2479.0,-2.504853191,0.951062124,-0.80324753,0.330685638,1.744092032,0.027193171,-2.108683493,good +2480.0,2.658409481,-0.303198561,-0.926275724,2.494971112,-0.817997527,-0.686064295,0.555497079,good +2481.0,2.553493039,-2.578302191,-4.589803874,2.582137069,1.103382875,0.641198167,-2.475505407,good +2482.0,-2.613014676,-2.567692584,0.076152258,-0.557284977,5.461424451,1.441971254,5.651337095,bad +2483.0,0.488245711,-1.705628633,-0.499288906,3.462339191,3.176222707,0.328081517,-1.886004821,good +2484.0,-0.936654303,-0.894962693,-0.127975171,-0.30785624,1.135294472,2.023146261,-0.468873071,good +2485.0,-1.18703353,-4.292303139,4.758706617,1.864557835,3.73003327,-0.411385401,-2.077222982,good +2486.0,0.421805725,0.945836472,-0.511342429,-1.831510374,-3.349793257,2.977045219,-0.520586153,good +2487.0,0.782753603,-1.548182739,-0.13106364,2.578625542,1.320529289,1.412758227,-1.160508623,good +2488.0,2.09488573,-2.762798283,-3.236776467,2.443926149,0.935718524,-0.044279346,-1.008545765,good +2489.0,-1.027347353,-2.343849157,-0.573102198,1.662927569,1.431025167,2.431659861,-1.430272117,bad +2490.0,0.250472184,-2.062609291,-1.442699517,2.931866082,0.370648795,-1.920330563,-1.50774414,good +2491.0,1.861523223,-1.004459833,-1.429995863,1.543427462,-0.050274064,2.431354933,-1.175107477,good +2492.0,1.591839118,-2.193670013,-0.794960412,2.954234792,0.77517918,2.445459322,0.972018806,good +2493.0,-2.458622509,1.680797594,0.401325431,-0.613201773,0.081742788,-0.126755418,-2.509839932,good +2494.0,-2.23413679,-1.630199822,3.310193206,-0.785073248,1.086112461,0.695695002,-0.981738246,good +2495.0,-0.327374508,-1.993498339,1.036866142,2.286853185,1.044849578,1.652853003,-0.657783225,good +2496.0,1.102938842,0.493448412,-2.217152716,0.213424498,-0.101792233,0.518420638,-0.024607366,good +2497.0,-0.39119099,-1.270441481,1.704472038,2.583216518,2.223766846,0.233357555,-0.293212613,good +2498.0,0.23950456,-1.149281489,-1.318802201,0.882540079,-1.253160338,-0.751604427,-0.955725798,good +2499.0,2.206875146,-3.376332011,-2.464371812,4.378598715,-0.133067025,-0.523981846,0.216299444,good +2500.0,-1.090286494,-1.600119253,-1.924990186,-0.439259063,1.78184109,2.010855407,-0.043436179,bad +2501.0,-0.723895744,0.15364291,1.13696216,1.913581808,2.379033927,-3.915368074,3.291172928,good +2502.0,-0.92167685,-2.1130757,-4.685316882,1.27743416,0.447844462,7.237836684,-2.094162271,bad +2504.0,2.132662992,1.124636085,-2.382123278,0.153045178,0.387624821,0.309316251,-0.297218327,good +2505.0,-0.463865894,-1.130486543,1.682585819,1.537865135,1.92124972,0.192287085,-2.125177292,good +2506.0,-0.357050899,-1.659402134,-1.586974339,0.505157446,0.237909631,-0.816176439,-0.304780024,good +2507.0,-5.611043907,-0.344937211,4.425245767,-2.054761838,1.751755765,-0.490479762,-1.793667469,good +2508.0,-2.655812995,-0.911279554,-0.466663009,0.693188769,-1.791322329,0.944974323,-1.174097332,bad +2509.0,2.018030556,0.3970603,-2.599518994,0.869264332,0.053678583,0.243393778,-0.19350131,bad +2510.0,0.9401731,-0.160035076,0.24909399,-4.24131638,1.62625739,0.483365208,1.652870764,good +2511.0,-0.026840721,1.001699504,-1.179219147,2.432863067,-1.850115282,-1.418941213,-0.060371554,good +2512.0,-1.796717649,0.370379372,-1.056926599,1.806020006,2.434843756,-0.36004304,-2.920077461,good +2513.0,-0.819739245,0.293157997,-0.518940749,-0.219806674,-1.076781783,-1.118543976,-0.041491395,good +2514.0,4.799683427,0.531144241,0.694587168,-2.083764859,0.776768417,1.091540038,2.277992284,good +2515.0,2.224915764,-2.243440034,0.864767382,1.071480331,1.449131363,-1.468721719,2.603010577,good +2516.0,-2.215619512,-1.845715102,-0.694316243,1.961763547,-0.309642377,1.288382494,3.104203842,bad +2517.0,0.175437139,-0.227971866,1.438185035,0.437639513,1.095016883,0.642008128,-2.876186916,good +2518.0,-0.692935618,-2.237699999,1.850456609,0.406105142,1.278278876,0.688251027,-3.715416136,good +2519.0,0.913955462,1.32108304,-0.545792261,1.225552855,1.425379009,-1.919352275,0.774225621,good +2520.0,0.564069996,-2.779779628,1.799935614,3.533534541,-2.435675397,-2.803409257,-1.37216003,bad +2521.0,-0.194125614,-2.591382245,1.739772955,1.185667671,-0.463973261,2.365753537,0.863598197,good +2522.0,-1.227687228,-4.359102264,2.598589383,1.632285479,1.045957924,2.204078144,-0.441318604,good +2523.0,0.170866787,1.587034344,1.347942903,-1.124513763,1.008527592,-1.916662617,2.598926778,good +2524.0,-1.112851311,-0.152395051,-0.009340797,1.346304515,1.854070422,0.413477094,-2.068531974,good +2525.0,-4.192515459,-1.530624498,3.641226851,0.287239229,1.922838428,0.340670904,0.300425348,bad +2526.0,-0.609944389,-0.988635869,2.076575524,0.070695058,1.883389005,0.38200651,-3.52838956,good +2527.0,-0.270247824,-1.201557207,-5.180526893,1.296239624,-2.091876125,3.152911478,-1.750078184,bad +2529.0,-1.710179364,-2.076294518,-0.316081411,0.614102457,-1.64999986,0.247669176,-3.178046326,bad +2530.0,-4.325542938,-3.766593485,-1.239514709,-0.527513095,4.10762043,4.800387599,3.527774311,bad +2531.0,1.578301559,-0.642760665,-1.199464079,2.911085532,-0.804543096,-0.249473766,0.86587971,bad +2532.0,4.842414285,-2.034349183,1.7371396,-1.651683273,5.288582252,-0.967864853,3.253430006,good +2534.0,-0.485154828,-3.655567471,0.164345751,0.965474236,3.748739545,-2.989809288,0.508298972,good +2535.0,0.195053866,-1.695443319,-1.539490605,0.777202672,0.394889798,3.100585133,-0.566140943,bad +2536.0,-0.248328218,-3.789381244,1.049442199,0.271034095,5.363391435,-3.462028922,2.419515928,good +2537.0,-1.221691504,0.636403333,0.749295519,1.578727393,-1.034503505,-1.293479446,0.503952801,bad +2538.0,-2.714426225,0.182274024,1.789000951,1.744089308,-0.591669267,-1.557821829,3.048116271,bad +2539.0,1.381919678,-0.068233401,-1.678157759,1.332051208,-0.739108639,3.178150967,1.430354006,good +2540.0,2.03273772,-3.998189557,-2.210895446,-0.426173737,6.017561245,-0.004891249,3.35747973,good +2541.0,-3.824104179,-0.653506493,2.017481112,-0.650462417,-0.267903409,-3.810386842,-0.293752288,good +2542.0,1.706310497,0.234132391,-1.848696182,1.285824473,2.152655411,-0.857855694,0.97422529,bad +2543.0,-2.565115444,0.681125179,-1.382973169,1.984381104,0.581844095,0.518650946,0.358466427,good +2544.0,-1.175667766,-2.708999953,-3.212248447,-1.219733525,5.598023401,2.871732403,3.030761684,bad +2545.0,1.141353623,-0.514794974,0.628424312,-2.070047317,2.503568766,-0.48229007,3.831942983,good +2547.0,-0.088364354,-2.100074914,0.433754914,2.06786267,1.211305461,1.620981049,-0.7459267,good +2548.0,2.955488307,-4.794292941,-2.326891314,2.13314067,2.31307647,-0.152155817,0.397002044,good +2549.0,0.715230375,2.700856817,-2.780518,-1.566420399,1.023802344,0.191156274,0.186521133,good +2551.0,1.098862291,-2.975829642,2.120282984,1.266468965,-0.108439791,2.233274673,1.006506949,good +2552.0,-1.709227456,-0.737193159,-1.044534588,-1.041300347,-1.081846787,0.423957035,-3.317759208,bad +2553.0,-2.835516578,-0.867083239,2.437212368,-0.415044495,0.602102347,0.318597284,-1.7377166,good +2554.0,0.951522478,0.021543597,0.299989389,1.231860692,0.329394604,1.395421983,-0.810135014,good +2555.0,1.475108046,-0.194034315,-0.681668915,1.11114488,3.745267025,-1.557817483,4.619550751,good +2556.0,-1.409139284,1.655285609,2.133490176,-1.030945562,1.777878928,-3.494212458,2.776502937,good +2557.0,0.316217777,-0.175565612,1.080172568,0.611900155,0.331599645,1.238095908,-1.800893018,good +2558.0,0.350762735,-2.071580562,-1.287068252,2.275608317,-2.036599748,-0.752516495,-2.343132224,bad +2559.0,2.929287512,-2.568074529,-1.074782027,1.763330692,1.688493676,-0.063325091,4.04877488,good +2560.0,-2.002108913,0.914239187,-1.212154567,0.377442914,-0.412552323,1.292215365,0.390464668,bad +2562.0,-0.861441629,1.029468622,-1.903931675,0.756098657,-2.540331356,-0.222188134,-0.087134055,good +2563.0,2.287517152,-2.170972617,-0.93173308,3.136561456,3.497371377,-2.396689105,0.581808577,good +2564.0,-0.948975305,-2.38338866,-2.755569467,0.160832139,2.190631414,2.730760791,0.721337439,bad +2565.0,-3.360412933,-0.84755932,3.071638235,1.879767159,0.547999975,0.170468918,0.841770053,bad +2566.0,-1.367623069,0.816662354,-2.342179735,0.038995248,1.312044294,2.836942995,0.3066305,bad +2567.0,-3.807731577,2.309319428,-2.20367471,-2.592027885,0.670451836,3.466577803,-0.021751811,bad +2568.0,-3.1008666,-0.311053023,1.375175592,3.121556993,-0.720217161,1.921215423,-0.127366597,bad +2569.0,-1.784265103,-1.154856415,1.044179197,-0.8128297,2.17163657,2.529716301,-0.964945495,bad +2570.0,-2.283838535,-2.140859089,-0.296269568,1.104195856,-0.237363527,2.152588317,2.533952804,bad +2571.0,-1.15949722,0.578189907,-5.250343895,0.227138288,-1.62154062,3.126640488,-0.783602296,bad +2572.0,-0.517698601,-0.804642323,2.329574511,0.922023512,-0.154363549,0.759058707,1.168981716,good +2573.0,-0.525793753,-2.056071225,-1.940514084,-1.300388493,3.853714603,-0.492697731,4.59635612,bad +2574.0,1.723037415,-4.678187882,2.900593902,1.718069415,0.254127137,3.167806994,1.379090343,good +2575.0,2.180186681,-1.511394091,-2.686207738,-2.39666042,1.132262039,2.050630541,-0.228236467,good +2576.0,-0.456959686,2.009685275,0.831393634,1.586271445,1.624118839,-3.525516563,1.983392167,good +2577.0,-1.757795795,0.568332484,0.161059776,1.393460305,2.030117291,0.622677951,-1.074680749,good +2578.0,-0.041382648,-1.816789517,-0.210444419,1.056712171,-0.22342726,2.863540356,0.265070336,good +2580.0,1.123467632,-1.824627279,-0.026979951,-0.479946033,1.304339937,-0.80521152,0.502430498,good +2581.0,0.791671987,0.139390561,-0.954993855,0.226496149,0.35924481,-0.730098277,-1.217526316,bad +2582.0,-2.974325409,-2.772155423,1.239100894,1.534510151,-2.63201334,0.51814294,-1.885500472,bad +2583.0,0.334187826,-1.486432296,-0.21724618,2.245869353,1.461702644,0.423954777,-0.882947341,bad +2584.0,0.368223175,-0.477913232,-1.224939861,1.487205152,-0.661575914,-1.025724602,0.253207945,good +2585.0,-2.368594187,-1.806340604,0.052787353,-0.612247526,-2.761441598,-0.039332695,-3.684284125,bad +2586.0,1.061429633,-1.050732815,-1.253723746,0.747738088,2.889802748,-1.581875593,1.083694885,good +2587.0,-3.563690898,1.545185599,0.670315279,-1.49097396,-0.274674097,-0.064394384,-3.937821417,good +2588.0,1.320903523,1.718565301,-2.664426772,2.232305299,-3.356672469,0.115905502,-2.47129927,good +2589.0,2.474984704,0.511224433,-3.914485791,0.629872142,0.477448672,1.2953872,-2.894965081,bad +2590.0,0.50820094,-0.564487649,-2.599424674,1.696247093,0.198399531,0.584408126,0.335632409,bad +2592.0,-0.750566623,1.37186503,-1.551487944,1.319963295,1.215876671,1.079337143,-1.190605373,good +2593.0,-0.368583457,0.003772235,0.011040448,1.47614631,1.313983659,1.041264209,-0.679285685,good +2594.0,-3.197230809,-0.700181291,0.062501869,0.234324559,0.37137133,1.625454253,-1.369954154,bad +2595.0,1.608701278,-0.587791336,0.668510379,-0.745884535,2.742861376,-1.878914842,0.780419902,good +2596.0,3.046144924,-4.690724476,1.912360951,3.455782612,-1.667052551,4.258164361,6.004566164,good +2597.0,-0.839703179,-0.705504741,-1.259576761,2.232082009,-1.205236299,-1.404871893,0.48470493,good +2598.0,-0.896294745,-1.361651484,-3.418941081,1.085297563,-2.883596741,1.783203254,-1.900758276,bad +2599.0,-1.267688318,-1.364850839,-1.914994263,1.406624385,0.141873837,1.927254944,1.700165743,bad +2600.0,-1.75716491,-2.31129034,-1.709096244,2.053674951,-1.920119955,1.21134783,-2.556911326,bad +2601.0,-2.449092967,-0.449540529,-1.090607774,0.523303421,1.871084977,0.54136392,-1.283199906,good +2602.0,0.116793851,-6.428075468,0.68601459,1.245959225,1.666736281,-1.914961964,0.723795542,good +2603.0,0.555370586,-1.114110186,-1.171770224,-0.998495945,5.464513258,-1.226259608,2.652943776,bad +2606.0,-4.103053877,-1.490509462,-0.335211316,-1.590208284,0.767232689,4.164601849,-2.309132459,bad +2607.0,-3.95593209,3.516142427,-0.40492227,-0.442341904,-0.495453259,-0.68849119,-2.046503511,good +2608.0,-1.356045747,0.470946074,-1.195249891,1.112279503,2.172755959,0.780758163,2.00555776,bad +2609.0,-1.767222956,-0.934013839,0.53109418,1.025545068,1.699573369,-1.215803832,4.158394682,bad +2610.0,-1.397972664,-1.654158056,0.668320834,1.457417129,1.993927088,0.815687079,-2.052738211,good +2612.0,-0.691978981,-0.727939753,0.731977732,-0.929683973,-1.988977332,2.96597919,-1.788673364,good +2613.0,-1.758670356,-2.463133337,-1.973352164,1.392158608,0.450533769,3.56626377,1.561226504,bad +2614.0,-4.010839091,-1.186687213,2.204184574,-0.206534669,-1.773724394,0.878357641,-0.94467615,bad +2615.0,-0.026637595,-0.403571348,-2.318025797,1.562508044,0.3697467,1.488852179,0.072530064,bad +2616.0,0.061756939,-0.803275831,-1.585623048,-1.01708716,1.668463696,-1.021758294,2.342807242,bad +2617.0,-0.265223202,-3.232268752,1.966968017,0.702652113,0.404708656,2.869246662,-0.092992357,good +2618.0,-0.416798641,0.976142114,1.826983276,2.333748891,3.048348776,-4.750804863,3.20408054,good +2620.0,0.474491143,1.411091154,-1.752158409,1.299090803,-1.504099733,0.49557837,2.392864652,bad +2621.0,-1.43849124,0.045816205,1.314236527,0.780238453,0.739541348,-2.109372443,3.02839618,bad +2623.0,0.7687153,0.748815643,0.760318243,0.731431196,0.777212565,-2.089334648,2.094503274,good +2624.0,-3.408662094,-2.561719542,-0.487317296,0.896557387,0.277734934,1.87999447,3.778604046,bad +2625.0,-2.386099988,-1.611333274,2.076455983,1.346120056,0.290659351,1.240376333,0.050116799,good +2626.0,-1.367852841,-1.7659254,0.820931405,1.062155907,2.063021373,1.760781721,0.271799777,good +2627.0,0.606504135,-1.40163755,0.591586629,2.286335458,-1.93895724,-1.264718959,-0.052342248,bad +2628.0,-2.311307466,-2.12144373,1.876618226,1.902770281,-2.325860211,-3.077333947,1.322156035,good +2629.0,-2.797505577,0.245841511,3.292974566,-0.553624092,2.576830959,-1.517048117,-3.806190157,good +2630.0,0.024373787,-1.441795114,-2.815161788,4.759772929,-1.221851636,-1.223276958,0.213071582,good +2632.0,2.873902014,-4.183853051,1.027657293,-1.754543032,3.412152843,-0.253323705,3.206656298,good +2634.0,0.806942682,-1.382541487,2.28018379,1.828640997,-0.500325906,1.67034233,1.629186243,good +2635.0,0.374261111,-0.795522464,0.531780191,0.978175678,0.656671348,-0.947167187,-1.094727349,bad +2636.0,-1.986056621,-2.480528109,4.129875711,0.625493279,1.046911625,1.037998311,0.022945313,good +2637.0,-1.185343007,-2.153863533,0.697222872,1.323673063,4.409921818,0.631300219,-3.432184357,good +2638.0,2.239737655,-3.713459301,-4.520489982,0.259417232,1.142987334,4.106298709,-1.525738047,bad +2639.0,0.679838911,1.595182122,-1.145147587,2.641587867,-1.166639399,-0.697545699,3.488602631,bad +2640.0,-2.358587633,1.643364859,-2.16223169,-0.288565012,0.661950069,2.513490833,0.680343871,bad +2641.0,-0.863402092,-0.161536957,-0.492357559,-0.453747615,-2.708934444,0.744434665,-0.347664165,bad +2642.0,5.074031494,-3.732877061,-2.227816231,1.443563578,2.944313608,0.919064941,0.7241907,good +2643.0,1.046239637,0.496004427,-1.0993244,-1.033065853,0.386916369,-0.108155574,0.316697285,good +2644.0,-2.635000425,-3.446089487,0.344271425,0.313967126,-2.382391716,0.775201206,-4.436004418,bad +2646.0,-1.377586169,-0.292062501,0.477852057,1.366838467,1.094184625,-0.312584943,-3.807170335,good +2647.0,2.647635514,-2.915323476,-3.768891088,0.956051067,1.538985825,2.483409929,-0.990261265,bad +2649.0,1.233348216,-1.12092188,-3.15945459,-0.045714601,3.124290981,-0.224951622,1.754105271,bad +2650.0,0.484333149,-2.061829662,-4.206975727,0.458725471,2.615037251,4.207276938,0.608727066,bad +2651.0,0.584906718,-1.600059756,-2.369101903,0.623789268,-2.004661483,0.764568082,-0.651763831,good +2652.0,0.539205193,1.388178569,-5.118947886,1.373393912,-2.120745498,1.542073973,-1.894868531,good +2653.0,-0.666975893,0.07604749,-2.397827263,1.243343681,-0.833179684,0.327403773,-1.073303814,bad +2654.0,2.041429366,0.001742685,-3.145800733,1.48266775,3.927164461,1.71786309,-1.37682618,bad +2655.0,-0.585303625,-2.347457288,0.443279128,0.643586138,-1.809371833,2.324649178,-0.426531147,bad +2656.0,-0.925755773,-0.249644664,-3.634604593,-1.078348159,-1.036011577,3.403558379,-1.562123182,bad +2657.0,-0.495101142,-0.421045996,0.264109831,0.295674955,2.022735506,1.070498218,-0.040585042,good +2658.0,-4.411655021,2.702494166,-0.708549321,-2.162583907,-0.66496194,0.751172562,-0.132407603,good +2659.0,-1.480046288,-0.326744146,-1.453040536,0.898154926,1.37299233,0.762386529,1.223084441,bad +2660.0,0.749941848,-2.590200267,-1.227472164,0.322952077,-1.046932605,-0.030210722,2.190636353,bad +2661.0,-1.152540087,-1.72658156,0.108166227,-0.721117082,3.427003943,-0.698614968,5.125138503,bad +2664.0,-1.259216842,-0.152855527,-0.965644643,1.120768793,2.907609602,0.371965415,-3.239964661,good +2665.0,-1.66697223,-1.631098312,2.358814663,0.38298306,3.665320363,-0.897723351,-4.36005947,good +2666.0,-3.697842242,-0.497699424,2.251603384,-1.069921403,0.791398238,1.520628766,1.045148744,good +2667.0,-1.607016245,0.822575492,-1.386923069,2.663837916,-3.312647809,-1.64507612,-0.211490845,good +2668.0,-2.992059083,-1.844290646,4.023932129,0.286137765,2.101855679,-0.66838724,-3.671779429,good +2669.0,1.66336117,-0.624716996,-1.743974953,-0.354727039,2.880881402,-0.736592575,1.827255633,bad +2670.0,-0.819008686,-0.780292148,2.022567305,1.394313205,-0.903509093,1.655351353,1.21299242,good +2671.0,-3.844133631,-2.729137977,-0.812468412,1.390671377,1.839131553,5.411911289,1.006877454,bad +2672.0,-2.713892507,-0.934109074,0.064536231,1.392949887,0.308389532,1.732371296,0.416518576,bad +2673.0,0.927877929,-1.522497351,-0.97823647,3.204149886,-4.756731288,-1.669292761,-0.342965528,bad +2674.0,-0.553000097,0.514036645,-0.753822328,2.303533113,1.941922605,-0.348784464,-0.280116277,good +2676.0,-6.710168902,1.035162709,-0.443712529,-1.155560379,2.5260252,3.678177882,-0.82028043,bad +2677.0,-0.99710745,-2.385246386,-2.422588717,-0.756712088,4.433900173,2.432464583,1.691025405,bad +2678.0,-1.341868724,-0.852074123,-1.929856248,0.626176678,3.637453665,1.476374764,3.460221928,bad +2679.0,0.051800242,-1.314066494,0.37133775,-2.41355769,4.457239246,-2.521056614,-1.31740779,good +2680.0,0.360016279,-1.726364861,-0.149159705,-1.104024596,3.719409541,-1.456234662,1.161389507,good +2681.0,0.761819453,-3.177292315,2.25598581,1.39053255,-0.309898671,2.555685171,-0.147493032,good +2682.0,-2.067648982,-0.578435808,-0.655564644,1.870797881,-0.733487602,1.651335948,-1.527393023,bad +2683.0,0.685921451,0.234625996,0.200581938,0.136437795,1.561302534,-1.405800916,2.287287185,good +2684.0,-0.828180669,-1.876501083,-0.02503246,3.5258093,2.631972394,0.684061244,0.374344641,good +2685.0,-3.295368231,-0.727647382,2.064442442,-0.763051428,0.710397744,1.003524759,-1.059747757,good +2686.0,2.298925269,-1.350163585,-0.649910488,-1.438298417,2.256085361,0.358693871,1.753576087,good +2688.0,-1.157332845,-2.950189475,-1.413115932,1.130505099,-0.921642786,3.439030927,-1.785736934,bad +2689.0,-2.271202568,0.568275222,1.418825103,2.207210857,1.321750689,-0.341915044,0.925927314,good +2691.0,-4.122995743,-4.098127683,6.374915513,0.467545479,2.835062913,-0.33644327,-1.244418116,good +2693.0,-0.493533401,-0.282383958,0.677017071,1.642501476,-2.889236048,-0.226277913,-2.589271476,bad +2694.0,2.839617992,0.747720396,-1.026055396,-0.709875681,0.431186284,0.970474653,3.604999027,good +2695.0,1.555363163,0.845308383,-1.267962187,-0.32100313,1.651267005,-2.94414719,-0.595644653,bad +2696.0,1.32433283,-3.076950313,0.072353195,-0.397727956,3.829650618,-1.555760328,1.665924398,good +2697.0,-0.4164422,-0.830727539,0.608911105,0.270528199,4.540052797,-1.636926138,2.803937963,bad +2698.0,0.702830698,0.108276114,-0.774066876,1.137390792,-0.746240804,-2.30559006,2.708657416,bad +2699.0,-3.781481486,-1.136858431,4.467151151,-0.091726129,0.80974699,0.005770472,-1.410296641,good +2700.0,1.229816843,-2.078145414,-0.186557125,1.200406737,4.080649952,-2.392769157,2.518020811,good +2702.0,3.436588668,-0.789016575,-0.72497271,-0.175611649,2.961983834,-0.290080505,1.817069571,good +2703.0,-1.129248487,-2.665772074,3.417096388,-0.663709232,-0.793826028,2.9810239,-1.448802504,good +2704.0,1.738828627,1.450913842,1.738736146,-0.119160495,2.636391437,-2.286510862,4.263594155,good +2706.0,1.891041707,-1.055801275,1.038095666,3.356274707,-2.054463782,-3.720187656,-0.139888201,bad +2707.0,1.816524823,-1.237189038,-0.796433542,1.847593269,-4.904896158,-0.573422548,1.024242635,bad +2708.0,-2.608909791,-1.871446539,3.468565262,0.783995886,1.420708508,0.52558978,-0.88752163,good +2709.0,-1.913584646,-0.974392261,3.150878268,1.9294069,1.215521536,0.32102325,1.599886607,bad +2710.0,1.221014255,-1.226663418,-1.840729955,1.196333107,1.404878588,-0.514063959,1.018572989,bad +2711.0,0.264543326,-3.494726031,3.817398301,-0.822785222,-0.799215235,2.580769523,-0.026114955,good +2712.0,0.833656982,0.323621627,-1.529965813,1.357275217,-2.954917222,0.009777416,-0.739283923,good +2713.0,1.226203325,-1.020326396,-1.333379827,3.025561117,-2.504680702,-1.840986463,-0.801434151,bad +2714.0,-0.669438376,-1.856203653,-0.952867409,2.00645513,-0.874477548,1.616616853,-0.747510868,bad +2715.0,2.127647133,-2.5738768,-1.576992106,0.238847903,3.979118085,-0.103594815,4.91079485,good +2716.0,-1.620584591,1.691548144,-0.562236282,-0.845821479,0.363113595,3.738410337,3.620053885,bad +2717.0,0.876574107,1.098908059,-2.342391546,3.372499496,1.419203038,-1.866150256,0.803956698,good +2718.0,0.864548396,-1.108391207,-3.002650413,0.660961123,0.384842613,2.986851251,-3.066802416,bad +2719.0,-0.240053078,0.754883346,1.305806173,0.693562703,-1.642801341,-1.84951927,2.71103408,good +2720.0,-0.389887709,-0.499375238,-1.137004986,1.956414813,-2.998363253,0.647997614,1.124935316,bad +2721.0,1.818082479,-2.793261317,0.379520576,-2.346182918,3.880828203,-0.58818278,2.755812939,good +2722.0,0.283243486,-1.645347912,-1.438196387,1.097949949,-2.676386764,1.952501478,-0.240177877,bad +2723.0,0.3466633,-0.273004692,1.869936884,-2.19807013,2.112473057,-1.928548135,1.95499173,good +2724.0,-3.145735597,-1.499718002,1.346765633,0.35805594,2.437024793,0.530082467,-3.102236247,bad +2725.0,-0.891537464,-1.637362297,1.380249975,-0.688155886,-0.369278039,1.904997195,-1.664081084,good +2727.0,-0.821107208,-1.529110564,-1.028906111,4.658227028,2.282931603,-4.2078733,-0.728537862,good +2728.0,-2.499468113,-1.407142734,2.724377518,-1.088259172,0.822548502,1.033765966,-1.609770097,bad +2729.0,0.040653955,-0.355053312,-1.430205204,1.661561304,-1.733064905,0.767835792,-0.37030521,bad +2730.0,-3.075829763,0.941047814,0.507087547,-0.284778143,0.609006305,1.950091529,1.453685894,bad +2731.0,-0.514301592,-2.78214336,3.145282322,1.693096508,0.931536359,1.033343098,-0.458505316,good +2732.0,1.129720039,0.121569397,0.356868221,0.893844399,2.020415326,-2.182337417,1.264944552,good +2733.0,-0.579212794,0.454414843,-4.93327192,0.228673565,-1.589796297,2.871864974,-0.852910474,bad +2734.0,-2.703804778,-0.726199855,1.998402478,0.905004713,-0.096595826,0.726881392,0.248189198,good +2735.0,-0.240348537,-2.746882374,0.630764366,1.020847964,0.446134775,2.169370072,-0.494913274,good +2736.0,-3.023518005,0.788435082,-0.464986427,1.197576895,-1.939371939,0.421798538,0.914096944,bad +2737.0,-1.526648293,1.079435328,-0.150570029,2.260794179,0.325322346,0.244583154,-0.331566813,bad +2738.0,-1.037494783,-0.62402671,-1.866294765,0.633535979,-2.463857324,-0.567371555,-2.448352787,bad +2739.0,-3.695590975,-2.613387009,-1.579767688,-0.944409442,-1.343096188,4.545995917,-3.171785929,bad +2740.0,-0.111685242,0.489788153,-0.333828356,-1.265074683,0.343857285,1.031915659,-4.865749521,good +2741.0,-1.02820592,-2.076432052,-0.826678404,-1.55769471,-0.236737829,3.17285999,-2.796362372,bad +2742.0,0.330614771,-0.125896204,-1.618171686,2.971416483,0.599418255,0.807998174,-1.618615272,good +2743.0,-0.588356374,-0.727960073,0.498920559,-0.080377738,1.597743232,0.000313575,-1.716680472,bad +2746.0,0.723156342,-3.19176182,2.189021799,2.055192097,1.412851207,1.351697349,-0.831599748,good +2748.0,1.255845228,0.005443821,-0.64528722,2.248842885,-0.178882617,-1.553498766,1.475863572,good +2749.0,-1.724211653,-2.718442439,-1.696020894,1.420711182,0.835122473,3.253578942,0.248881195,bad +2750.0,-0.106778098,-0.687581448,-0.784122432,3.106323272,0.853382191,2.616048211,1.422806645,good +2751.0,2.056736342,-1.764832269,-2.377774494,3.139775347,-1.97210389,0.044725112,-1.941251654,good +2752.0,-0.003440622,-1.091658429,0.954094058,2.010807,0.252780324,-0.763178191,-0.3088289,bad +2753.0,-1.579323154,-0.647852043,-5.488749367,1.956590682,-5.452211864,2.270431653,-0.916131,bad +2754.0,4.240827421,-4.468369281,-2.421464408,-1.062531054,2.881102067,2.205907505,1.189698829,good +2755.0,1.272624388,-2.814026395,-2.141309632,2.636311285,-4.422066791,0.337691258,-1.540711874,bad +2756.0,-2.69074669,-0.102462755,-2.635564439,0.679736123,3.444699151,4.714739549,-0.248249837,bad +2757.0,-1.19001868,-2.277019069,-1.168611262,0.534392404,0.627725067,1.856832273,1.317743743,bad +2758.0,-3.615632905,-0.425489324,1.209043577,0.515604237,1.166596006,-1.149619057,-2.789929031,bad +2759.0,1.552914456,1.914401426,-0.931410707,-0.51281541,-0.58744716,0.112721441,0.555947812,good +2760.0,0.417091912,-0.311706472,-0.452094204,-0.73794036,1.520290453,-3.265195133,3.856590968,bad +2761.0,2.37665299,0.311595955,-2.538913632,2.667336844,-0.340786183,-1.18155394,-0.058448189,bad +2762.0,0.904481111,-4.665672995,-0.597395977,1.012592539,2.548649499,-1.2211089,0.924515772,good +2763.0,-0.530637076,-0.556666445,1.057852318,-0.442602236,-1.852590368,-1.650414638,-0.733235908,good +2764.0,-1.471403718,0.265290122,-1.353132235,0.924727684,-1.717214191,1.14532268,0.437045362,bad +2765.0,-0.248245549,-1.328074399,-3.034864549,0.371972318,-1.285891593,2.161545932,-2.334165601,bad +2768.0,-0.397849614,-2.048607203,0.537168525,1.849693739,1.846125731,1.027737534,-2.092763864,good +2769.0,-1.104891315,-1.30633464,0.844941977,0.69425251,2.205707307,1.345144506,-0.358597278,good +2771.0,-0.324155845,0.817371671,-0.473280421,1.756753798,0.330411544,1.140859721,-0.320573507,good +2772.0,-0.585680875,-1.928853775,-2.954123343,-0.767824892,-0.507520498,4.125721703,-2.36761053,bad +2773.0,-2.94323891,-0.867864824,0.385064181,1.181463736,0.915845195,2.069714403,0.294390408,bad +2774.0,1.749176832,-0.672324422,-0.639735903,-0.443876638,0.465552996,-0.323229953,0.215333082,good +2775.0,1.133205846,0.851565945,-0.442646178,2.657961873,-1.926499922,-1.578243843,2.430187757,bad +2776.0,2.913269786,-1.32494242,-3.906277897,1.140894209,-0.021364348,2.057459665,1.193891254,good +2777.0,-1.660760276,0.017958389,0.89574889,0.196900727,1.746120288,0.586570801,-2.120654024,good +2778.0,2.026680693,-0.213806362,0.078929027,1.809080541,-1.355478636,-0.637072811,1.770603947,bad +2780.0,0.987881878,-0.517975231,-1.517746024,1.375478908,0.749637629,0.883371443,-0.792172479,bad +2781.0,-3.457545113,-2.433908381,-2.407719733,1.567143712,-1.940697322,2.181587182,-3.584126728,bad +2783.0,-2.484198885,-0.779696064,0.897137272,1.631921962,2.260834105,0.63630679,1.153000012,good +2784.0,2.605964698,-2.39508227,-1.095246348,-1.376065017,6.446302406,-0.75374021,2.319098048,good +2785.0,-3.342023794,4.17136053,-3.584313047,-0.220927241,0.219320669,0.515194788,-3.005135514,good +2786.0,-1.025592992,1.269553924,-2.598011934,1.071034419,-2.636256139,0.664791491,1.516530547,bad +2787.0,-1.702933059,-3.828733221,0.172268874,0.603078586,-1.6370191,3.352336849,-2.281646448,bad +2788.0,-0.124926709,-1.193343565,-1.980321077,1.657816586,0.44813076,-1.473854046,-1.876145015,good +2789.0,1.961688669,-4.039953272,0.14758302,2.330813394,-0.381858613,4.142663214,0.17767679,good +2790.0,-0.470045903,-3.548301905,2.873617478,1.411913465,0.698962347,1.57114703,-1.528270534,good +2791.0,-0.865106316,-4.101968027,-2.3110803,2.265695663,0.672457095,-1.333249335,-1.228662319,good +2792.0,-1.419983968,-0.946288205,0.484754288,1.251570056,-1.973308504,-0.743315093,-1.021940944,bad +2793.0,-1.656012345,-2.318055555,-2.61834519,0.434107693,2.312022259,4.116029443,0.766026809,bad +2794.0,1.199354705,-0.531043677,-0.482361942,0.774324913,0.454934469,1.937691959,-1.10912618,good +2795.0,-1.043518559,-2.294857175,1.627337146,2.841330339,3.60052632,0.412298421,-1.205361339,good +2797.0,0.641322934,0.600317926,1.614658641,-2.311266063,2.757030684,-1.623485265,3.3848004,good +2798.0,1.11651664,-2.00128539,-1.318242033,-0.795100714,1.409238801,-0.029553727,0.586785096,good +2799.0,0.10105216,-1.292082993,0.417547469,-0.14702359,-0.97054486,2.924056759,0.884102443,good +2800.0,-1.753453784,0.629234835,-2.169275936,0.764851997,-2.370737863,1.337090744,0.624239782,bad +2801.0,-1.991113195,-1.244383778,-1.939354105,-0.389800097,-0.486610994,-0.89436809,-1.168716844,good +2802.0,-0.247332335,1.510988696,0.774612846,1.099455674,-0.302207477,-2.175713223,2.792589273,good +2803.0,3.494959666,0.399268222,-0.132810356,0.370993397,2.620881789,-0.692937243,2.759441226,good +2804.0,1.205967132,-0.079763934,1.861867347,1.258832012,1.203465754,-2.904054923,2.423928679,good +2805.0,-2.563175274,-0.247023638,0.775163309,0.741014155,0.723913503,0.136377812,-3.014997295,good +2806.0,-2.89050807,0.636051442,-2.556539229,-2.220470638,1.634853674,3.211667735,-2.570864991,bad +2807.0,-5.067504622,-1.990630077,1.65600356,-1.215507234,0.074128948,1.662996128,-3.969132032,bad +2808.0,-3.036112582,-1.234033871,1.230780004,-0.636719451,-0.952320928,2.468816259,-0.369886702,bad +2809.0,0.559662917,-0.927132109,0.569996434,1.700896234,1.014271289,-2.229155498,2.138542689,good +2811.0,-0.213439303,1.35531185,-1.929801622,0.587725798,1.410540876,1.79251144,1.482428335,bad +2812.0,-3.377693605,2.053683337,0.794257199,-3.528962327,-2.071870818,1.137396103,-4.110373172,good +2813.0,-2.031357306,-1.883199758,-1.252338358,2.505957336,-2.975863457,0.943990955,-1.198752546,bad +2814.0,-3.467761181,-1.88961435,2.434853278,0.391053049,3.323576675,-0.590694433,-2.436285918,good +2815.0,-1.430202691,-0.353527133,-1.673227033,2.660191674,2.68245961,0.513453765,-0.709236896,good +2816.0,-1.699520559,-1.512799614,-0.802359012,2.709896601,3.056421239,-4.136871903,-0.721606341,good +2817.0,-1.219903011,-3.525280554,3.821567403,1.790595721,1.920791996,0.234290545,0.375622231,good +2818.0,-1.197199054,-2.472335344,2.135942358,1.403048022,2.892298275,0.188424151,-1.457355855,good +2819.0,-3.037711067,-3.225569252,-1.334811379,-0.864247931,-2.073564248,3.460769664,-4.445357585,bad +2820.0,0.714642276,-1.297769868,-1.45572418,0.596583733,1.396561614,0.488273005,0.688424659,bad +2821.0,-1.21660423,-0.745705524,-0.929206667,1.014811386,1.071110293,0.670200912,-0.594941438,bad +2822.0,-0.528951909,0.206866393,-0.922494286,0.914874277,1.486190512,0.625603739,-2.137039909,good +2823.0,0.059545078,-0.08133263,-0.676254945,-0.398736348,0.820806946,-1.036747234,0.706485347,good +2824.0,-0.740123171,-3.437991017,5.079820147,1.375173807,2.612484532,-0.454033638,-2.678681961,good +2825.0,-2.24235137,-2.316265042,2.134360188,1.668288487,3.9961917,-0.096488317,-1.037591443,good +2826.0,-2.334493415,-1.748962938,-0.679267926,1.598559669,-0.430467715,1.808382906,-0.427016765,bad +2827.0,0.553789891,-0.114321556,-1.075703912,-0.096239689,1.380802349,-1.297286138,-0.037817127,good +2828.0,-2.425159961,0.563413967,0.321496544,0.602147515,1.98334138,2.051550788,1.376426937,bad +2830.0,2.115614124,0.452521271,-0.065221943,0.284832621,2.181291605,-1.200661131,3.247621524,good +2831.0,2.33439065,-2.464685542,-1.738894327,6.08343859,-0.537013188,-1.722725576,1.8014555,good +2832.0,-1.520566155,-0.146925139,-6.894485494,2.216431349,0.129410702,2.291799644,-3.176894759,bad +2833.0,-3.655554398,-2.101528832,0.156958016,0.011405129,4.535179716,1.892605849,3.467810108,bad +2834.0,-1.161602327,-2.199968108,-2.386586373,0.994335415,-2.201387654,3.48022289,-1.117440894,bad +2835.0,-5.098034701,-1.410618566,1.840810198,0.539962084,2.462703196,1.660012252,2.600716106,bad +2837.0,2.458185359,-4.209635871,1.395269049,3.854351219,0.293080792,3.026759573,3.598619133,good +2838.0,2.444539016,-1.847246342,-5.190255732,-0.084956614,1.034687884,1.921855817,-0.616023504,bad +2839.0,-2.729848936,0.645097586,-0.164711462,-1.409389074,-0.593033215,1.860771425,-1.62268429,good +2840.0,-1.55480686,-2.672438077,1.859296885,2.323176524,3.5950739,-0.057786875,-0.534298775,good +2842.0,1.012115801,-2.125659877,-0.264420922,2.665803665,1.60572571,1.628459223,-1.722948342,good +2843.0,-2.199386102,-0.782695666,3.135121136,-1.362509838,0.673479139,0.322644464,-4.534147649,good +2844.0,2.412594659,-2.424529459,-0.71767619,1.232904705,4.795188314,-1.422100874,3.979854814,good +2845.0,3.596137537,-0.305278039,-2.081870591,-1.326910086,3.609754543,1.010752196,2.358023613,good +2846.0,-0.218219247,-1.62165213,-3.470050522,1.131764958,-2.988573765,3.100934928,-0.748039619,bad +2847.0,2.064117837,-4.181554606,-1.656819393,1.348299104,4.151840691,-1.150041913,-0.236998031,good +2848.0,0.742328888,-0.069602869,-3.451632199,0.913110227,-2.153840292,1.357458671,-0.198068641,good +2849.0,3.687498142,-4.991516058,-3.922667713,3.363302849,1.318234133,1.072983814,-0.354309056,good +2850.0,-0.038172419,0.773268595,-2.916294512,1.271227203,-3.615665756,1.048333947,1.510439023,bad +2851.0,-1.479299761,1.948079683,-2.58143201,-1.017572382,-0.116365071,-0.565001529,-0.970844205,good +2852.0,1.03748922,-4.821267949,2.764996442,4.175667846,1.718785198,1.718456706,3.555318358,good +2853.0,-0.760512555,0.23795763,-1.424751299,2.439841839,-4.126254889,-0.261550781,1.98565023,bad +2854.0,1.223938318,-2.434737258,-2.655116724,5.53181724,-1.703076875,-0.768155777,0.541780444,good +2855.0,-0.758001279,-1.82357369,-2.201901091,1.266084801,1.161352076,4.430064728,-1.953020778,bad +2856.0,1.735977857,-0.854322997,-1.761772673,-0.642360065,3.049845803,-2.036943039,2.936344233,bad +2857.0,0.601459823,-3.185504766,-0.186353732,-2.697853413,1.910712757,0.262810317,1.979674831,good +2858.0,-2.403211088,1.102033469,-2.954475102,1.244842467,-1.102976422,2.423866899,1.168432716,bad +2860.0,1.951099945,-1.692429399,-0.912420304,-0.115366211,2.184269301,-0.622849024,0.710723883,good +2861.0,0.458682661,-2.168531574,1.784127,2.565314232,0.482805538,1.547299132,1.570413149,good +2862.0,-1.916181987,-2.56136639,1.55563205,-0.224837785,-0.447026146,3.463946974,0.395868142,good +2863.0,-1.410061215,-0.607507609,1.44786118,1.205564507,0.495130239,1.097101824,-0.472352512,good +2864.0,1.968869205,1.103662593,-0.25558784,-1.246330559,3.626940193,-1.003571468,2.647722423,good +2867.0,-3.516623355,-1.928840143,3.356949281,0.243890799,2.347316656,0.497590149,1.168838186,good +2868.0,-0.981949489,1.055757001,1.823252404,-1.659131671,-1.166564611,-1.587969816,1.954753513,good +2869.0,-2.278747491,-0.300703194,1.653789498,0.346413121,0.789283126,0.457725459,-0.977348263,good +2870.0,-2.703039097,0.292112109,0.687527463,0.199698342,0.339277854,-0.806530696,1.32628185,bad +2871.0,-0.369597243,1.957058744,0.774673559,-1.079614284,-0.537530354,-1.675156577,0.026500413,good +2872.0,-1.355895459,-3.104729647,1.241953962,0.82992058,0.37510472,-0.762220465,5.465399138,bad +2873.0,-0.853206429,-0.837726287,-1.424905663,-0.312683756,-0.952663423,-0.197801273,0.73875602,good +2874.0,-2.314250868,-0.484437365,0.81338185,-0.686849897,4.676696461,-1.606628067,3.62855493,bad +2875.0,5.22538346,-0.747052368,-5.052945293,-0.372263378,2.17865809,-0.819289591,-0.747989889,good +2876.0,1.470531861,-2.533290965,-1.157053562,-0.276370852,0.887803406,0.569621573,2.343417978,good +2877.0,-4.85723015,0.918827133,1.828043929,1.05362924,1.162220189,-1.082272142,0.734982747,good +2879.0,-0.629681048,-1.034102384,-2.720800614,0.528908809,-2.388590194,0.875483669,-2.352559669,bad +2880.0,-4.064500016,-1.41174192,0.048229844,2.073441262,-2.387439761,2.75981936,-0.035775461,bad +2881.0,2.01289604,-3.28669668,-0.860909362,2.895770215,2.653242589,-1.781539494,1.965934989,good +2882.0,-1.982573871,-2.098978864,0.81266765,1.491567083,0.500861888,1.266272277,-1.479707559,bad +2883.0,2.366197388,-1.989425727,0.291273628,2.7370621,-0.433125254,2.993822728,0.775481436,good +2884.0,-2.055701095,-0.88682165,0.316995082,-0.099158061,2.278045336,0.575159103,0.916157533,bad +2885.0,2.976558499,0.454123,0.814725936,-4.495358682,2.148842902,0.968814942,3.159536667,good +2886.0,-1.777053556,-0.642189104,0.976198764,0.977424772,0.50475038,-0.501604218,1.23370899,bad +2888.0,0.098043521,-3.650350485,-0.236693932,0.58320012,0.182196198,-0.926916096,0.201052033,good +2889.0,-1.390092018,-0.943399327,2.169382221,0.811335209,-0.098069823,-2.856673662,2.323921689,bad +2890.0,-1.049454275,-2.145358133,-2.008368222,0.698393341,2.207771711,2.572742966,1.599882026,bad +2891.0,-0.513835903,1.479899561,-1.024512777,-0.195243692,-0.192964652,0.895768152,-2.727666723,good +2892.0,1.54604548,0.380793771,-3.304103646,2.810497951,1.01665059,2.164755502,-0.209677379,good +2893.0,-0.300496878,-2.870719087,3.648541808,2.989163145,2.183922618,0.463988562,0.524794375,good +2894.0,-1.900879083,0.148874024,-0.685560195,-0.070251918,4.173376277,0.859993012,1.529469089,bad +2895.0,-3.006403937,0.571239006,2.293591234,1.479705737,3.25411274,-1.944412544,-2.749218073,good +2896.0,3.781343534,1.038155932,-4.181015585,-1.125166551,0.94811942,2.328203903,-2.161802976,good +2897.0,-0.47050909,0.13994828,-1.634679836,-0.592475677,1.647519436,3.393135063,0.550081687,bad +2898.0,-0.587990692,-0.545293239,-0.084409745,0.555660798,1.120898879,1.474668675,-0.636625891,good +2899.0,-3.489465339,2.16161112,-1.608929923,-0.065903386,3.786353216,-1.59685298,-5.376070651,good +2900.0,-2.015384682,-3.229740124,1.769987555,-0.138106031,-0.917204501,1.298462176,-2.995260179,bad +2901.0,0.95947521,1.17520878,-1.558681656,3.150679291,-1.332056334,-1.162085781,0.936264265,good +2902.0,2.110482723,0.100441368,0.697833376,0.081216108,1.024578417,-1.044880142,2.359771783,good +2905.0,1.138854566,0.029772961,-0.721141826,0.849334678,-0.155630819,-0.574074893,-1.345222378,bad +2906.0,-1.560403788,-2.797303142,0.043262581,-0.504761725,0.400119861,1.698181578,-4.188652551,bad +2907.0,1.102256337,-0.278648168,-2.752787217,2.235501731,-2.300816531,0.454884338,0.532010254,bad +2908.0,-2.06053441,-4.255527986,5.669086632,0.970850075,0.330087838,1.532844721,-0.13201002,good +2909.0,-0.179226489,-0.513425394,-1.0832712,0.84602969,1.979664909,-0.424740847,0.568775009,bad +2910.0,-0.447480405,-0.441143463,-0.146593731,1.672041965,-0.027358056,-0.576523029,-0.212057285,bad +2911.0,0.713085137,-3.185594049,0.603498843,-1.920696455,2.371604505,-0.898035432,1.384495608,good +2912.0,-1.120537328,-2.390241173,2.45984017,2.162817855,1.475850569,0.489071386,-1.373330522,good +2913.0,1.23218808,-1.714366936,-1.050560154,2.263292842,2.149319817,-1.60970063,1.68390841,good +2915.0,-0.357004974,-0.747328439,-2.288484806,0.487322149,2.301590994,1.625671372,-1.237117724,bad +2916.0,-6.08771509,-2.476738564,0.305402927,1.721601929,1.866072832,5.384143263,2.004807236,bad +2917.0,-0.287924088,-0.075252157,0.036819636,0.33675982,-0.891504187,1.81420226,-1.684387471,good +2918.0,-1.651353196,2.005652977,0.855591237,0.047862302,-0.855234452,-2.625740185,1.870309153,good +2919.0,-2.504457554,1.225209148,-0.325495802,1.066858582,-0.032164612,0.684767071,1.334702168,bad +2920.0,-0.026017784,-1.273173291,-0.656051909,1.157648028,2.712526708,0.212701563,1.307998921,bad +2921.0,0.759850627,-2.777437304,-0.974944817,1.743758936,-0.538270992,2.698857792,-3.142710335,bad +2922.0,-0.473886225,-2.911505607,-3.079664907,0.521186447,0.222791394,4.64584638,-0.1640507,bad +2923.0,2.090372229,-1.901308958,-1.438312467,-0.058434436,1.708060148,0.35692766,1.767633005,good +2925.0,-0.651573588,-2.304197821,2.87599049,0.324107687,-0.093583191,2.125974254,1.897369292,good +2926.0,1.187340066,1.868356455,-1.185188933,2.53491116,-2.575976826,-0.946360378,-0.70515812,good +2927.0,-0.14127596,-2.128509614,1.300520345,0.393948595,-0.505539817,2.69004293,0.637151688,good +2928.0,-0.721700276,-1.147209338,1.174622198,0.847160179,-0.247169889,1.497587235,0.919506782,bad +2929.0,1.430488184,1.889053562,-1.724295249,0.293830715,3.165545146,-0.892114761,3.510518945,good +2930.0,0.567528648,0.1438148,-2.462110702,1.681240749,1.543593822,3.031579019,1.638728705,bad +2931.0,-2.315037667,-0.632076637,-1.719956319,1.896177956,-0.533710209,1.448866524,-0.683793916,bad +2932.0,-3.253768117,3.522322241,-1.88561802,-0.162816157,-1.713751688,-1.54848462,-0.190202595,good +2933.0,1.436706271,-1.957720938,0.9973727,1.143156831,1.608127383,1.806767369,-0.553338298,good +2934.0,-1.023890666,1.941008581,0.506051235,0.568196481,0.178839711,-2.995350073,0.187428908,good +2935.0,-2.086321706,-1.905179871,0.138326637,2.351929577,-0.953284953,1.973830884,-0.268075678,bad +2936.0,3.444126119,3.772172807,0.635240185,-0.126254628,2.145363477,-1.032738125,4.266416653,good +2938.0,1.307779741,-4.664891676,3.418907581,0.614952779,-0.480987089,3.764892869,0.595125499,good +2939.0,-0.124568726,-0.19391552,-0.974138698,1.297565544,1.139721676,0.120206632,0.699535471,bad +2940.0,-4.221728929,-3.226876803,0.130887251,1.306090698,1.126418248,3.889778052,2.469651486,bad +2941.0,-0.288239887,1.675357299,1.234745021,-0.5358688,-1.135340309,-1.790820446,1.383166033,good +2943.0,-1.203050515,-0.833300443,-1.760756705,0.32769509,3.081355136,0.446068482,1.937378487,bad +2944.0,0.364721232,1.224862984,-0.298152603,1.303718396,0.473782705,-1.115043735,0.349169554,bad +2945.0,-3.147403328,-1.18396474,0.336733693,1.186935494,0.105455198,0.407940194,3.383837679,bad +2946.0,0.519360018,-0.248638139,-2.482783348,0.709445786,0.117139714,2.44404921,0.136189304,bad +2947.0,0.055031159,0.440223884,0.123531222,0.732666307,0.516110508,-0.833919921,-1.045022463,bad +2948.0,1.453284112,-1.110981294,2.34244945,-1.484933376,3.415983799,-2.167187224,3.220311509,good +2949.0,-1.106248249,-3.748715042,2.899171796,1.15004173,1.410175235,2.244369823,-0.364772303,good +2950.0,-2.674064142,-2.518180642,1.470184032,3.101890865,-0.018453597,2.311314183,2.191434769,bad +2951.0,0.032036174,0.489961431,-0.398355343,0.283365714,-0.001442675,-1.484586676,0.06974271,good +2952.0,1.004742265,-1.654689861,-0.294945817,2.194853224,-0.295615085,2.513654646,0.253906147,good +2953.0,0.091611402,-0.393154965,-2.202543816,0.296512774,0.400374432,-0.050020434,0.183194492,bad +2954.0,1.799464848,-1.364421423,-2.53351381,0.160649853,-1.398444131,1.679530599,0.411447337,good +2955.0,0.445244292,4.099711217,-0.390646167,-1.433040392,0.749228343,-1.198482465,0.897683852,good +2956.0,0.694164172,-1.004000131,-3.455092489,0.233819931,-2.242384067,1.982474766,-1.465539339,bad +2957.0,-2.013018874,-0.580229949,-0.723733479,1.433088428,-0.324114185,-0.390661814,-1.904348537,bad +2958.0,0.636531817,-0.467591185,0.172401435,1.371407824,0.307764492,1.541032046,-0.401394668,good +2960.0,-3.64041071,-0.284994611,1.035445947,0.197992875,1.107829355,0.600650708,-1.073124668,good +2961.0,-2.261672404,-0.810398929,3.523334012,-0.567024704,-0.689129281,0.355311652,0.432000061,bad +2962.0,-0.850925609,-0.759727812,0.072122883,2.279572743,1.01704146,0.544298714,0.637302588,good +2963.0,-2.100543918,0.823428743,-1.150201713,1.651760867,0.601369692,0.744765645,-0.158018044,good +2964.0,0.962091239,-4.516876866,-0.156610641,1.404098983,1.729480614,-1.406989776,1.059900355,good +2965.0,-0.559823724,-0.333295811,-2.005807128,2.969826724,-1.715612407,-1.418697582,-2.225723904,good +2966.0,-1.009184517,-1.466640242,0.213856408,0.945569653,1.079543703,0.022702725,2.476016393,bad +2967.0,0.937515106,-1.175643312,-3.026139114,2.932906092,-0.225404896,-0.591426444,-0.796702882,good +2970.0,-2.188421884,-1.385229506,0.419799194,0.14293918,-0.360722433,0.055028718,-2.694542386,bad +2971.0,-1.793719646,-3.330433607,4.040019955,0.331479853,0.76971261,1.650767205,0.971095716,good +2972.0,1.485462035,-3.12195498,1.255659576,2.124263466,1.272228313,2.936911868,1.059464845,good +2973.0,-1.994285176,0.084999774,-1.037805483,-0.722172122,0.204845734,-1.520301793,-0.19466949,good +2974.0,-1.780331548,-0.647456049,0.921313956,0.190042573,2.566731922,0.032294674,2.274141292,bad +2975.0,1.513903628,-1.841733528,-4.437640515,0.018367166,-3.893668192,3.306740696,-1.667203637,good +2976.0,-0.859629852,-0.739890923,1.627643437,0.713641067,-0.923413253,1.938057787,3.188345866,good +2978.0,0.743122699,-0.042751906,0.402651129,-0.032246193,2.869388442,-2.160962306,2.790905995,good +2979.0,-2.856191274,-2.552692157,-0.497950342,0.362994334,0.807355535,2.796973978,-3.253214826,bad +2981.0,1.883349885,1.186676315,-0.096343854,-1.422643225,1.426149025,-0.507856062,0.947932207,good +2982.0,0.144373555,-1.132383527,-1.56068607,0.501401077,2.256801685,0.900387,1.221682298,bad +2983.0,-1.136374713,-1.937626187,1.142267271,-0.850613266,0.192806026,1.907300565,-2.187043062,good +2984.0,-2.117993139,-0.565222771,0.073178533,1.327455066,0.374310021,-0.03857192,3.188874035,bad +2985.0,-2.118726713,-1.635199539,0.662878319,-0.572444354,4.548401154,-0.245521701,2.973010155,bad +2986.0,-1.412609376,-0.818988827,1.709090142,0.431355807,1.288294802,0.596325444,-0.771035039,good +2987.0,-5.692093381,0.210191289,1.907674284,-0.838852857,2.193988603,1.324186374,-1.590177926,bad +2988.0,3.481999667,-1.924882251,-0.710062507,1.854320847,7.148501831,-2.243854771,3.812018328,good +2989.0,-1.962899559,-0.506960589,-2.388916841,0.136194502,-2.780125597,1.623750861,-1.636458548,bad +2990.0,-3.010279868,-0.664851344,-1.906940603,-0.283595624,0.571321127,3.22411785,-1.721947865,bad +2991.0,-2.508891821,-2.843436455,-0.848363049,-0.48335174,-0.095336897,5.111046105,-1.805347812,bad +2992.0,-1.990051618,0.253082918,1.382415248,3.628188037,-2.098876653,-0.009743437,0.896653238,bad +2993.0,-1.83843169,-1.186596296,-4.037844783,1.292917036,1.808180985,4.03251862,0.249018548,bad +2994.0,0.44314011,-0.949577731,-0.853465346,0.977805866,2.192739238,-0.000397647,1.885015984,bad +2995.0,0.951363333,-2.565242932,2.344981965,2.640555172,-3.296170037,-0.297230402,1.491628066,bad +2996.0,-0.583025794,0.097492981,0.357052001,-0.211639763,-1.250562835,1.841531219,-1.998824673,good +2998.0,-3.142309369,-1.273307011,-0.459075879,-0.349881867,0.812774356,0.621235615,-4.199263205,bad +2999.0,0.324364911,-1.022385055,0.200602295,1.13310104,-1.079205978,2.5796951,1.625841828,good +3000.0,-0.791740594,-0.125726611,-0.683672766,1.126810088,1.499428958,1.258607093,-0.318278176,bad +3001.0,-0.216490187,-2.312652825,1.232708765,-1.108093409,3.147309857,-2.334935254,2.168927943,good +3002.0,-1.123378014,-1.396914664,2.178744859,1.07739845,2.100608805,0.293826351,-0.600271979,good +3004.0,-1.135602157,-0.873765875,1.304670239,0.872166111,1.667877042,-3.529170331,0.675817641,good +3005.0,-4.2720132,0.021266115,2.420558289,1.756026488,-1.22186724,-0.395617762,2.020624473,bad +3006.0,2.338462472,-0.579644624,-2.402320038,-1.038325053,0.388442808,1.491940165,0.436921461,good +3007.0,-4.11818047,-0.231651036,2.236190904,1.49520591,1.875913134,0.036226784,3.725119774,bad +3009.0,-0.826259257,-2.398700188,-2.721265081,0.921567449,-5.498666693,1.652619334,-2.085341847,bad +3010.0,-0.198773459,-1.249758065,1.778493902,1.302544514,-5.314308017,-1.554592705,0.809907288,bad +3011.0,-2.528144905,1.239934076,-1.492238729,3.021035176,-4.155099508,-1.710012237,0.307219577,good +3013.0,-2.998222281,2.071302179,0.851703736,-2.410528889,0.305870762,0.472079079,-5.9179002,good +3014.0,-2.628374277,-0.115458273,0.198702216,-0.069106551,-1.117299703,2.095307617,0.630104364,bad +3015.0,-1.467316129,-0.342541989,-1.922702604,3.071344785,-2.648252979,-0.118562775,0.2467183,bad +3016.0,0.221316479,-3.066721545,1.522590337,2.958682314,-3.801872235,-1.309668639,-0.710313296,bad +3017.0,3.863438183,-3.661559233,-0.173749682,-0.587124765,6.497705773,-0.803019407,3.129403535,good +3018.0,1.006936285,0.067631425,0.477400834,0.574208734,0.270917736,-1.275528962,2.649874004,good +3019.0,-0.452302749,-0.367927898,-1.51753758,1.842541016,1.201533012,0.492244552,-0.844719722,bad +3020.0,-2.323340528,-2.585398763,1.307611767,1.118135737,1.429309401,-0.19873985,-3.861990488,bad +3021.0,-2.982489104,-1.151936282,1.184344372,2.902769805,-1.534326133,2.212735831,-1.022736521,bad +3022.0,-2.860756552,-2.706891782,1.453226315,1.492803591,-0.424133646,0.088431591,-2.995325003,bad +3023.0,-2.797459587,0.82061823,-0.54792495,-0.860801945,0.2196575,1.289710606,-1.333122234,good +3024.0,-1.366082011,-2.41554376,2.05785114,0.53538715,4.1389524,-4.799113742,0.75567379,good +3025.0,-1.529416771,-3.397829288,-0.380416768,0.513618822,-0.338819408,0.929264113,-4.798989984,bad +3026.0,0.611621934,-1.654902166,1.465394027,-0.490341336,-1.17929256,3.194306565,0.062116068,good +3027.0,-1.987301062,-0.512448969,2.029870689,-0.899803671,1.134416635,1.278729779,-2.327119827,good +3028.0,-0.633169967,-3.729780449,-2.160076833,-0.588697952,3.47628019,2.681429693,2.786759187,bad +3029.0,1.784926645,-0.739968069,-2.006613381,-0.180891852,3.004408943,0.025625051,2.520905121,good +3030.0,0.357199154,0.320550661,-3.239856209,2.291319097,-0.59516959,2.632138463,-2.230315931,bad +3031.0,0.362113379,-3.047153964,3.878195734,1.898910772,0.691746992,1.774689806,3.096682929,good +3032.0,-1.222028439,-2.215775581,3.23167937,-0.938840824,-0.458308572,2.307911988,1.176424009,good +3033.0,-1.231758106,1.36314074,-5.746674479,2.787436843,-0.703580047,1.627143084,0.105003839,bad +3035.0,3.130466635,-4.4162802,-1.41951158,1.298073435,1.544766829,0.415519295,1.328699376,good +3036.0,-0.646916429,0.989771566,-0.822794468,1.216294307,1.122181649,1.013008429,1.649339187,bad +3038.0,2.017375693,1.631631987,-4.048329828,0.403906692,-1.546145898,1.955092479,-0.559362496,good +3039.0,-0.188985311,2.975707192,-0.215147855,0.171247176,-0.372198595,-1.431905623,2.766830845,good +3040.0,1.51469881,-2.027391605,-0.644007736,-1.693203149,3.728025838,-0.559023779,1.176172575,good +3042.0,-2.779157167,-0.924554392,1.552992702,1.599857611,2.401767985,-1.122478919,-2.777152433,good +3043.0,-1.549754142,1.292916579,-0.824470337,1.550896325,1.417404687,-0.325310279,-2.569348843,good +3047.0,-3.805181879,-0.354975857,0.349562787,1.480759079,2.4618119,1.985672316,2.078826028,bad +3048.0,-1.990881421,2.124921759,-0.939538981,1.690197702,2.100516526,-0.377753702,-1.888768607,good +3049.0,2.329371607,-2.338652131,-0.495711205,-1.401172164,3.025817286,0.258610491,1.945986711,good +3050.0,0.520275469,-1.824736407,-1.002358351,-0.815311185,-0.104198396,0.148183976,0.125661579,good +3051.0,1.077181951,0.462732953,-1.798955292,2.054467899,-0.548000715,-0.059185166,-2.032169189,bad +3052.0,2.143414632,-2.096964281,0.930632039,4.303733543,0.057817912,1.177471507,2.523858095,good +3053.0,2.097690737,0.960396079,-3.30276992,1.668748824,-1.046302685,-1.177782965,0.475477722,bad +3054.0,-4.013413331,-0.697308981,3.823556122,-1.151878024,0.605068899,0.457891892,-0.896947428,good +3056.0,-0.146451471,-0.354807223,-0.153954553,0.593859709,1.316648405,1.03753562,-1.795486331,good +3057.0,1.520446887,-4.844158767,1.379117119,0.742378935,-1.694521649,-0.529413866,-4.654523919,bad +3058.0,0.672426193,-0.932017213,-0.316983822,-0.679560093,2.031719257,-0.833748092,1.787328054,good +3060.0,-1.426676558,-0.631041279,-1.968492176,0.935983051,0.191725353,3.348655058,0.256349114,bad +3061.0,-0.828269298,-0.934683129,1.727538999,1.04027539,1.970687196,0.529514361,0.062215535,good +3062.0,-1.135749883,0.008586787,0.948512144,1.553569366,2.116582715,-0.272923438,0.512910617,bad +3063.0,-0.814907191,-1.067851803,0.475236672,0.24621865,-1.103105513,-0.042136628,-1.223954372,bad +3064.0,-2.50739464,-2.501562034,2.929628394,0.192478451,2.212366121,-0.217932148,-4.037148536,good +3065.0,2.822068821,1.060057133,-2.304707995,1.450493309,0.833521422,-0.490623106,-1.964758344,bad +3066.0,-2.047512084,1.879066889,-0.33509755,-1.001776752,2.148500584,-0.776159969,-6.739692961,good +3067.0,-1.161463499,1.581072687,-2.399866961,-0.236107018,1.886987636,0.749778458,-0.218830741,good +3068.0,-0.596943568,0.639459126,-1.796178731,3.424765623,-3.508610535,2.713475925,-3.609172995,bad +3069.0,0.289840724,-0.878965453,-1.331783309,1.23331723,0.060414184,-1.07908913,-0.445254562,good +3070.0,0.521994252,-1.341202051,0.519271813,0.990422315,0.476561833,1.259996078,-0.266609261,good +3071.0,-1.983642758,-1.919871029,2.84158753,3.112618967,2.671911589,-1.180545399,-0.049403327,good +3073.0,-2.070346464,-0.766355032,-0.600152498,2.437270305,-1.588421687,3.035092258,-0.680335038,bad +3074.0,-2.286438343,0.771862397,-1.11308864,1.154396271,-2.83075368,-0.429298021,0.170322177,bad +3076.0,0.958807625,0.819666386,2.057364781,1.309622072,1.10977036,-4.185342731,1.18419642,bad +3077.0,0.803418102,-3.281815627,0.066551746,2.495147609,-1.134919456,-1.463504103,-3.391955806,bad +3078.0,-1.927952515,-1.922812456,-1.340799217,0.906174505,0.218052573,3.002820256,0.138371781,bad +3079.0,-4.073217342,0.551511458,0.890096776,-1.068701142,-0.272273438,1.138363055,-2.362080615,good +3080.0,-5.087387322,5.014002108,-1.652091426,-1.025454684,1.460313584,-1.994075663,-2.813449028,good +3081.0,-0.757483893,-0.507885205,0.783895628,2.256950858,2.869462342,-0.223499738,-0.417913889,good +3082.0,-3.10556776,-1.617733229,2.835577172,0.695110044,0.553499934,1.210884412,1.527393697,good +3084.0,-1.039616871,-0.016362065,-4.101306009,0.672189527,-2.140563079,2.316941986,-1.013110289,bad +3085.0,0.121631565,-1.409666314,-0.963377298,3.24064396,2.009878317,2.185753268,3.174687485,good +3086.0,-2.886912255,-0.162562134,0.932929631,0.282211535,0.938408376,0.523649736,-2.546855975,good +3087.0,0.692815147,-1.010217191,-1.028903899,-0.207085587,2.745577823,-1.007532081,2.148164161,good +3088.0,-2.860698973,-3.35504959,-1.311302319,1.296602473,-1.822590247,2.372048339,-3.788166932,bad +3089.0,0.372768624,-0.962674331,-1.330979911,2.207378482,1.042015457,1.628122033,-0.069598119,good +3090.0,-1.816202449,-4.419484591,1.372594536,-1.497221493,-1.301357488,1.843783417,-5.537818992,bad +3091.0,0.995426711,-0.578828631,0.491468249,2.212457392,0.337693482,-2.324298549,0.7209638,good +3092.0,-1.800434264,-0.667054642,0.052993013,-0.444912137,2.939810082,-1.616973843,3.84744379,bad +3093.0,-2.973739133,-3.093763298,-1.592586672,-0.008897943,3.499584625,5.396966334,-1.838594058,bad +3095.0,-1.053627133,0.168310928,0.1088945,2.525974969,-2.108336917,0.131820141,1.239641077,bad +3096.0,-1.281038736,-1.821401873,0.754640169,1.652782439,-2.685340276,0.161968913,-0.522776192,bad +3097.0,1.280475047,-2.673699578,-4.980916322,-0.195563979,0.488366477,4.524214896,-3.762212148,bad +3098.0,-3.01390467,-1.12444601,0.989252648,2.699941784,1.713396163,-0.321091532,0.623971295,good +3099.0,0.15635328,0.425773797,0.141581213,1.075482472,1.56633572,-1.886997052,1.403469653,bad +3100.0,1.227609491,-3.674724762,1.309667169,3.549786817,1.851212567,1.417438614,0.695032573,good +3102.0,-0.743778598,-1.353542617,-1.838637259,0.988648302,-2.193773045,0.05715575,-2.831125855,bad +3105.0,0.000814048,-1.062661381,-2.073396676,0.640931742,1.519447774,0.989351163,0.255524047,bad +3106.0,-0.124659043,-0.887231349,-1.626181345,1.3629989,-0.275989211,-1.051163227,-0.06847672,good +3107.0,-3.001232904,-2.172604901,-0.147178811,1.175183417,0.020233193,2.822543498,1.122215319,bad +3108.0,-1.580284349,-1.469831421,-2.009756274,1.441788998,-0.025480273,2.612828238,0.159467205,bad +3109.0,3.348147905,-0.676277097,-0.163897447,2.992265196,1.339167848,-1.562932923,1.284231392,good +3110.0,2.157159158,-0.069392549,-1.765814088,1.729873818,-0.970323911,0.581459795,3.062536423,good +3111.0,-3.159531177,0.721315202,0.529383871,0.860118686,2.131377369,-1.284000864,-2.211441171,good +3112.0,-2.4241362,-2.414256283,-1.465238605,1.382509359,2.574106364,3.466150929,1.105971772,bad +3113.0,-1.993757282,0.889680141,0.057289768,0.898262727,0.644909723,0.251999159,-2.114689564,good +3115.0,1.171829745,-3.135742221,-1.320855654,2.381893526,-1.079496598,-0.389709916,-0.445502635,good +3116.0,0.539055893,-3.805667483,2.723953575,1.27112836,0.554292284,2.554438013,-2.047689391,good +3117.0,-4.123507768,-3.188401656,-1.346759332,0.598308799,0.809130968,4.323454029,3.923279611,bad +3119.0,1.261198275,-3.11739706,-1.257282686,0.84837457,-1.17177699,0.452884871,0.58178077,good +3120.0,-0.444543168,-2.575347431,1.475434639,1.779207791,1.535372074,1.415128173,0.55266805,good +3121.0,-0.374514391,1.113480936,-2.194559884,2.726527418,-0.541873663,0.326557078,1.99553046,bad +3123.0,-1.553346238,0.694739637,-0.161778986,3.545424868,-0.105111122,-4.029710309,-0.625875999,good +3124.0,-3.349240694,0.457772157,2.714773474,0.33754146,0.365277813,-1.254673003,-1.845646416,good +3125.0,0.145173941,-1.913805506,-1.428138398,2.099165039,-0.821612772,2.078525039,-0.380388345,bad +3126.0,2.682281127,0.897648848,-1.023634004,2.244069482,-0.301776883,-2.576000009,0.629952465,bad +3128.0,-2.667137449,-2.424014822,3.665266986,-0.208855461,1.162848742,1.022678472,0.091921632,good +3129.0,-0.640555278,0.399305799,0.449963686,1.66364063,1.477343891,-0.270789883,1.021798877,bad +3130.0,1.421043677,-3.060579865,-1.613467715,1.921095545,0.253383652,-0.407603267,-0.064257729,good +3131.0,1.393823623,0.428643902,-2.062432437,1.032301097,-0.686957246,-0.436844255,-0.490572827,bad +3132.0,-5.056714194,-0.817248882,2.923314232,1.386728455,1.693781497,0.915167684,2.943828562,bad +3133.0,-1.67591132,0.870155619,-3.436341121,0.637723798,-0.617020085,3.398545069,1.094332865,bad +3134.0,-0.231493811,-2.663172054,3.445823059,0.790059602,1.081582383,0.964338833,-1.299867748,good +3135.0,-1.423459306,-2.466326207,3.306634863,2.092306239,2.249222796,1.031582501,0.317187773,good +3136.0,1.680285433,-0.815521174,-0.491036588,-1.630587551,0.933698006,0.11482454,0.58325181,good +3137.0,4.004027128,-0.322303164,-3.32585212,1.682771076,-0.204433181,1.463374798,-0.818700955,good +3138.0,-5.192294815,-0.199310525,0.841395106,0.707506723,2.84266668,-1.012861171,-2.273601407,good +3139.0,-3.132765923,-3.282748338,3.700535806,1.975309458,3.950249581,-0.122513101,-0.533379941,good +3140.0,-1.585450676,0.172775732,0.904119934,-1.779541126,-1.03043053,1.246945445,-4.617026424,good +3141.0,0.703443282,0.058628644,-1.000690556,1.796558513,0.980694347,-1.766927161,1.105737675,good +3142.0,2.251661897,-0.299250566,-3.06256487,1.72335758,-2.278453851,1.162821096,-0.603548753,good +3143.0,-4.084910179,-1.014713666,3.033409091,1.676498138,-0.14170493,-0.337045152,2.131648699,bad +3145.0,1.53732936,-2.57146226,-1.974852709,1.155408602,3.027438077,-0.77097034,1.449094973,good +3146.0,-3.083350417,0.628634404,0.350292928,-0.157695515,-0.27841973,1.024364989,-0.671464525,good +3147.0,-2.743350012,-1.139140864,0.888225565,-0.393842178,-0.791498116,0.545421345,-2.001538354,bad +3148.0,1.791076823,0.230726241,-0.78268227,3.42861403,0.17808332,-1.697414803,1.658262189,good +3149.0,-0.223909391,-3.138394855,3.980793922,0.365462994,0.710490097,1.741950282,-0.114346995,good +3150.0,0.536446993,-4.944608718,4.392974528,-0.078261211,0.08974542,2.694833056,0.572564128,good +3151.0,-2.451890873,0.479923699,-0.186550918,1.473205478,0.690804719,0.250999907,-0.247542181,good +3152.0,0.853441808,-0.951263728,-4.7285501,-1.131506246,3.582119835,3.301868246,-0.556703085,bad +3153.0,-1.035735992,-1.05156401,-2.121994723,2.219770711,0.523797967,2.306373582,1.489581235,bad +3154.0,-1.426120129,-1.06855557,-2.153527392,0.136551316,0.738103075,1.961176751,-2.75899695,bad +3155.0,-1.099458441,-1.206551747,2.136785837,1.920248842,-1.230805423,-2.158366808,-0.900825856,bad +3156.0,-0.013655423,-1.087966462,-1.956034696,1.99403633,-2.108647791,-0.418796848,-1.570350881,good +3157.0,1.625461266,-1.534990098,-5.016761418,0.309943529,1.110963794,2.913673713,-0.746742282,bad +3158.0,0.536355193,1.633845896,-0.95554666,0.810189297,-0.36600837,-0.840467044,2.442705012,good +3159.0,-2.345911563,-0.103097004,1.150390986,1.628029728,-1.399632034,0.358785703,-2.62072577,bad +3160.0,-1.339886975,-2.49856012,0.710461914,0.376362324,0.590041185,2.692042946,-1.365127445,bad +3161.0,-1.994718821,0.459086213,-1.078757716,0.677493022,0.283108335,0.336912539,-0.813438826,bad +3162.0,-2.80806396,-1.283149863,0.777267228,1.713833293,-0.502566684,1.008791456,0.939702545,bad +3163.0,1.471951677,-0.543596178,-3.706613519,0.456446007,2.417321106,2.136522109,-0.39362185,bad +3164.0,3.927184506,-3.192721652,-2.852995757,6.475084353,0.787669698,-0.907340902,0.724561237,good +3165.0,1.831696408,-1.400383813,-2.13308743,-0.467852536,1.395362241,0.614226653,0.586654871,good +3166.0,-2.152251433,-0.860864094,-0.752832247,0.072131171,-1.098922167,1.349929887,-1.487431453,bad +3167.0,0.732457401,-1.331404733,-1.639145167,1.553624694,0.132915724,1.352320735,-1.037979931,bad +3168.0,-1.184769258,-0.718003588,-0.893006256,2.181660691,1.306560109,-2.674951846,0.408958685,good +3169.0,-3.179952884,-1.644596613,2.72318882,-0.850852438,0.524518229,1.417132305,-0.756864314,good +3170.0,0.003216373,2.264157489,-1.134655762,2.252035365,-1.273472123,-1.636350877,0.874231935,good +3171.0,2.097622928,-3.290629484,-2.174481509,0.619759424,0.308669168,1.107862709,1.193854061,good +3172.0,2.486321803,1.012876216,0.011564614,2.2595738,-2.040434793,-0.946572186,0.127212642,good +3173.0,-0.465842962,-0.517544398,-0.719749535,0.881697702,0.214780422,-0.701366922,1.821120048,bad +3174.0,-1.720685717,1.309049957,0.277338034,1.612229859,1.674737186,-1.294769221,-1.455839994,good +3175.0,2.474217748,-1.652325149,-2.023091956,3.127407667,1.851059017,-1.063566604,0.518813987,good +3176.0,2.768428658,0.730249808,-3.473113971,1.574102314,-1.355363363,1.462394804,-0.208976341,good +3177.0,-2.954896105,4.202643132,-3.468045836,-2.146075341,-1.400878558,1.096127897,-1.679607938,good +3178.0,1.125194675,-1.77412658,-0.046433916,-0.21640012,0.848118378,-0.634874263,1.746986998,good +3179.0,0.814521008,-1.376776671,-0.457899941,2.474659754,0.600720992,0.389628231,-0.014252196,bad +3181.0,-4.674679526,-0.317119197,1.502373359,-0.422457356,0.66586105,0.476368686,-1.094367441,good +3182.0,-1.244401925,-3.280975289,-2.839928158,0.841739833,-0.644497424,3.787029205,0.701310229,good +3183.0,-0.655557381,-0.069756691,-0.892089569,-0.166351417,-0.002821525,2.463541204,-0.905208948,good +3184.0,-1.798429335,0.536848152,-0.871272937,0.327010326,0.195390915,0.970268562,-3.354846721,good +3186.0,2.277789152,-0.66353718,-0.834341428,2.245548762,2.548064036,-1.842935651,1.818489534,good +3187.0,-2.747330489,-1.093614998,-0.682519393,0.780432745,0.83226379,3.188638335,0.691372124,bad +3188.0,1.809693175,-1.593318536,-0.67214747,2.787662045,2.241677782,-2.10516948,0.54510856,good +3189.0,-2.413639709,-1.173869884,1.334295264,2.011636885,2.290939167,-0.36429993,-1.626572021,good +3190.0,-2.357098406,-0.038761689,1.645947559,-1.269489941,0.444984916,0.72947343,-2.801128268,good +3192.0,1.904316941,1.303973022,-2.608859945,0.979139062,-0.850627433,0.476493605,1.723107676,bad +3193.0,0.053170767,0.091995273,-0.526661359,-0.9193666,-1.425081371,-0.211383357,-0.402743899,good +3194.0,0.026096579,3.010306362,1.712529584,1.754224916,0.468183829,-2.160814453,4.902216626,bad +3195.0,1.673063156,-1.371782688,-1.967652131,0.111735639,1.612901458,-0.118001668,-0.356564039,good +3196.0,-2.156863512,-1.655429484,0.680629957,1.499034768,0.346764852,0.507208319,1.584665032,bad +3197.0,0.068511772,-1.972439511,-0.014677834,-0.372102333,2.473622941,-2.943859767,5.529861296,bad +3198.0,-1.355544196,1.18888116,-2.89509295,-0.384313803,-2.467256063,1.68196175,0.601349722,bad +3199.0,-1.245207658,-0.679527321,1.354300811,0.838466808,0.126174435,0.190773411,-2.200125883,good +3200.0,-1.086595995,1.36031475,1.143306847,2.258588745,1.354276136,-1.300362871,1.985320996,bad +3202.0,0.412579946,-2.66404476,-3.881718079,2.53518474,-0.854747278,0.09722436,-2.599374036,good +3203.0,-2.190462209,1.900422732,0.260775226,2.595715918,-2.933883057,-3.218398786,-1.400045838,good +3204.0,-5.405693103,-0.055606292,-1.057041176,0.865468934,-0.304585486,1.041008522,-2.235372635,bad +3205.0,-2.417838628,-4.666294626,-0.126116766,1.304831254,-2.195826049,2.877770952,-3.84312533,bad +3209.0,-0.46518003,-0.441021199,2.66634754,-3.424639414,6.228487613,-3.118952875,5.201887028,good +3212.0,0.69877107,-3.183903344,-0.960171707,0.062462647,3.003148355,-0.560868607,3.56533263,good +3213.0,-1.127207323,-0.012233329,-0.888900787,0.077783819,1.001604718,1.694978878,-3.452096304,good +3214.0,-1.896801906,0.150357708,2.424059525,3.029809104,-3.695376343,-0.680822174,-0.485887104,bad +3215.0,1.575849676,-3.005397619,-1.126534128,-0.195179725,3.094803083,-0.377437955,1.704576907,good +3216.0,-3.85297206,-0.542395184,2.895543216,-1.533349773,2.573097312,-0.634605969,-3.135736492,good +3217.0,-1.266491323,-2.316384219,1.76518738,1.853829226,1.843592366,0.676473654,-1.25036695,bad +3218.0,1.152415177,2.445003044,-1.560773329,3.790427031,-0.266642362,-1.537781172,3.582814236,good +3219.0,-1.061163045,-3.356389507,-4.83019184,0.020029289,1.833040764,3.453467719,3.59055577,bad +3220.0,0.732731725,-0.79304866,1.214661861,-0.85216604,-0.197160395,1.618517077,-3.132193701,good +3221.0,-1.464082644,-1.08526294,0.18652151,1.252295225,1.600383669,1.473976677,-1.336576589,good +3222.0,2.344884548,0.704601051,0.152842766,0.990914159,0.828837993,-1.296001827,1.441385597,good +3224.0,-3.245176568,0.245042231,1.786683989,0.019287779,2.748912715,-0.404510618,-1.73387327,good +3225.0,2.849105469,-0.810499077,-1.769151634,0.863338603,1.332377623,0.049158401,1.185050162,bad +3226.0,0.380306875,0.108876671,0.838371949,0.718480356,1.400364119,-2.327666271,2.411086303,good +3227.0,-2.983325412,0.573440898,0.082280487,0.533181203,2.134812422,-0.656205892,-2.92865794,good +3228.0,-2.837173607,-2.763326529,-1.404539288,1.496063439,0.213663126,3.894982726,2.454228211,bad +3229.0,1.184530819,-1.341687915,-3.321873248,7.561485391,-0.576228823,-2.336227203,-1.559156989,good +3230.0,-0.157915527,0.323806904,-0.893337848,-0.06155364,1.29032277,0.766925266,-5.236625293,good +3231.0,-1.125117458,-0.882901775,0.510035302,3.58259188,1.786843154,0.707680347,1.271455342,good +3232.0,-2.337414685,1.339763868,-4.753825289,1.725398252,-2.961422371,1.746878474,0.648231211,bad +3234.0,-4.764625229,-1.431214548,0.554838929,1.433735012,0.73011157,2.429639211,1.756848405,bad +3235.0,1.418533482,-1.14670102,-0.050510953,0.454915849,-0.368316304,2.642280012,-1.347701929,good +3236.0,0.130441205,-1.375330097,-0.126782128,0.082598846,1.076072063,-0.669544722,1.41772588,bad +3237.0,-0.553682125,-3.900723508,2.999135979,1.919043877,2.033281757,1.609727498,-0.3529432,good +3239.0,0.109009318,0.059472994,-1.978437102,-0.80508056,-3.696736876,1.108279225,-2.742458438,good +3241.0,-2.429093018,-1.903301178,3.8520443,1.441185844,2.572791109,-0.139493166,-0.521118184,good +3242.0,1.722806639,3.04331728,-0.678129997,-2.006044922,2.684418811,-0.0925722,4.738312808,good +3243.0,1.57264625,-0.281615328,-4.380837151,0.305577197,2.274682269,1.059189083,-0.184644788,bad +3244.0,-2.042188947,-3.259705692,5.019020042,-1.807715157,0.705932295,1.798553071,-1.88350261,good +3246.0,-1.282859052,-3.663901877,0.27622676,-0.764491094,1.040626553,2.805087911,-4.47558768,bad +3247.0,0.741592825,-2.043126967,0.658164664,-0.040771294,0.012117691,0.143572162,-2.41369341,bad +3248.0,-0.859350839,-1.048091013,0.618029629,0.198748598,1.493582976,0.587974109,-2.315433582,good +3249.0,0.191239473,-2.093555153,-3.272688286,0.607203026,-0.73296279,3.179536372,-2.349616349,bad +3250.0,0.995229632,-1.171523493,-0.823730332,-0.264851808,-0.645413931,1.86016987,-0.666486737,bad +3252.0,2.229054486,-1.591630518,-4.369493538,1.012074406,0.995412987,2.743001766,-0.921203548,bad +3253.0,1.391377688,0.955943511,-1.433923906,0.724165627,1.864884502,-1.268119974,0.007160799,good +3254.0,-5.49081395,-1.968652389,2.256429446,0.84785356,0.891708454,1.198122248,5.538526181,bad +3256.0,-0.054990862,0.766912787,-1.11120219,2.834830484,0.193472129,-2.336585084,0.541694462,good +3258.0,1.798630409,-3.311863547,-0.854161142,2.328398878,-1.101931944,-0.065939832,1.904027416,good +3259.0,-2.136529778,-1.811071329,0.541231433,1.873338107,0.753319326,0.938547394,1.799675359,bad +3260.0,1.459970088,-0.523290193,-2.295516002,3.436031354,-0.050537162,-0.727057588,2.004537615,good +3261.0,-0.429563811,0.058149216,-0.997900265,-0.178884865,2.492185845,-0.169497375,0.210347278,bad +3262.0,1.172627897,-1.277302089,-0.434008982,2.819312166,2.39643271,-2.801637468,2.297794779,good +3263.0,-0.186885716,1.081615625,0.828304303,0.089561027,3.209067332,-3.40760201,1.2971345,good +3264.0,1.466278231,-3.403241758,0.880975653,2.713308819,-2.802333945,0.768232888,0.014034095,bad +3265.0,0.630739512,-1.459409967,-1.339418083,1.573397369,0.306651732,-0.922364395,1.300693775,good +3266.0,0.427298818,-0.423651199,-2.076193669,1.377719762,2.425106694,0.830386149,0.843975672,bad +3267.0,0.534562814,-2.521123327,-1.167173226,-0.809862953,5.227780537,1.38275763,0.638381721,bad +3268.0,-1.74297235,-1.697831942,-1.016429419,1.083197435,-0.501024744,1.866597326,2.693643818,bad +3269.0,2.530664993,-5.275557003,-1.070968206,-1.274575629,5.232038206,0.410341404,3.532238446,good +3270.0,-1.322796913,-2.205124931,-0.208008181,-0.096415863,1.694696081,1.428918677,0.94783296,bad +3271.0,-3.160312633,-0.761810602,-1.128493326,-0.078224321,1.41305915,4.56119729,0.108746451,bad +3272.0,-2.126544814,-0.006764439,-2.156872686,1.947057184,0.303433969,2.80110413,0.955717019,bad +3273.0,-1.777471726,-0.535455476,2.592794204,0.735941537,1.299667911,-2.698621492,2.39350287,bad +3274.0,-0.933457506,0.426873937,0.675676976,0.677172865,0.16913582,-1.754665533,2.701821479,bad +3275.0,-4.867346303,0.787896149,2.401825865,1.564185906,2.832052337,-1.905370564,-0.953665479,good +3276.0,-0.651289085,-0.249712348,-0.907577514,0.35421585,0.969699823,-1.986275489,-1.447751284,good +3277.0,2.962386019,0.457106939,-3.5134169,1.850765682,0.120213404,1.247077243,1.086971353,good +3278.0,-0.446094007,3.460395656,-3.745793088,-0.209806587,-1.150347999,1.953259612,-0.777963277,good +3279.0,1.762091893,2.050865761,-1.375058828,2.988179417,-0.353031154,-1.025431923,3.200821467,good +3280.0,0.417919236,-0.542236477,-2.401747149,5.909077531,-2.659453757,-1.80497869,-0.811324293,good +3281.0,-0.337941206,0.151411752,-0.929492761,-1.209260978,1.038715879,-0.810870703,-0.113157751,good +3282.0,1.131184679,-1.231407209,-0.744317276,1.546482031,1.424070306,-1.547877026,0.964165879,good +3283.0,-2.632866361,-3.854800002,0.735692125,1.310519299,-1.10718775,0.25845307,-4.926744501,bad +3284.0,1.645045466,-1.321535723,-1.266669832,5.567917869,-0.702019165,-1.996032302,2.245048782,good +3285.0,-0.585505154,-0.82153333,-0.90870239,1.222367188,0.64208128,-0.173078991,2.233682316,bad +3286.0,-2.177249651,1.238871335,-0.810283256,0.385698037,-1.273850077,0.737213588,1.01084709,bad +3287.0,0.918144694,-4.232359225,0.549289933,-1.407725877,3.322634047,-1.007525729,2.38179469,good +3288.0,-3.645545244,0.034728056,1.972599444,-0.236277753,2.953790582,-0.678424829,-2.554458565,good +3289.0,-3.924647702,-2.039912443,0.97177752,0.655087864,0.196430732,0.727576992,-3.329460085,bad +3290.0,-2.520363651,0.233834854,-5.671517238,1.611890861,-2.915728026,2.817676464,-1.021048144,bad +3291.0,-1.365028778,-1.630329292,2.529225394,-0.638158179,1.155261439,0.672927992,-2.372509423,good +3293.0,-1.948446684,-0.711484664,-0.769561648,0.903579486,1.945107962,2.012527011,1.434992327,bad +3295.0,-1.073810629,-1.438582896,0.489339111,0.392365566,0.400685311,-2.356377685,-0.405650725,good +3296.0,1.339489307,-0.98498385,-0.245295186,1.863707199,1.636744913,-2.173060481,1.108448274,good +3297.0,0.591295335,0.616590264,-0.525947541,6.110621104,-1.03679872,-3.44005964,1.899782249,good +3298.0,-0.990224977,-1.667060134,0.310330178,3.65755329,-2.110675284,-2.625004048,-1.822560505,bad +3299.0,1.782690714,0.02849563,0.106592074,2.472595201,-3.302578875,-0.119870931,4.046948428,bad +3301.0,-0.608562446,-1.436172761,0.972275098,0.212534224,1.07251909,1.535771667,-1.698730403,good +3302.0,-1.259381194,-0.67812758,0.890656613,1.609135467,0.708535153,1.632985424,0.56143631,good +3303.0,-1.977979998,-0.229482705,1.283457917,0.23889794,1.049934948,0.682324062,0.369580215,good +3304.0,-2.543700687,1.979633306,-1.058214215,1.45222131,0.727827049,0.12213217,-0.826248186,good +3305.0,1.718641807,-2.761063248,-0.592669642,1.3556338,0.680596659,-0.682477774,1.70291443,good +3306.0,2.117070831,-0.987348564,-4.111676899,1.887538063,-0.491670135,2.087674296,-1.652114056,bad +3308.0,-2.162178751,-1.337456735,1.809359916,0.926541854,3.453820296,-1.411285921,-3.999915065,good +3309.0,-0.239188058,-0.439061706,1.352598277,0.793295966,0.958103174,-2.876156852,1.689852489,good +3310.0,-1.656849834,-0.046383553,2.501078271,3.059996627,-2.901711046,-2.945826858,1.2649463,bad +3311.0,1.27350962,0.146745629,-1.573093607,3.495491609,-1.719938285,-0.573787792,2.651101705,good +3312.0,-2.67017801,0.437903888,1.783058723,0.630390551,1.459112019,-2.357962276,1.802374182,bad +3313.0,-1.568585346,-1.970699785,1.262787248,-0.524398059,0.573744072,2.011534383,-2.824366834,good +3315.0,0.227638615,0.615441573,-0.521592211,1.552273213,-1.042000889,-0.078349687,-3.081881098,bad +3316.0,-0.091727561,0.185842223,-0.826041162,1.369837505,-0.206288255,-1.37803731,1.599195218,good +3317.0,-1.500992407,1.149508409,-0.084614738,2.503724629,-1.946781123,-2.56118753,1.129927802,good +3318.0,0.747500782,0.982837502,-1.384433712,-0.128181814,-0.407043168,1.683242542,-3.543715634,good +3320.0,2.563247684,-2.872912902,-0.530600222,2.26187328,-1.386298333,4.826221058,1.08475409,good +3321.0,-2.017862342,-0.505052718,1.008961555,-0.846893652,2.391001784,-2.67802589,3.615340239,bad +3322.0,-1.988115833,-0.10288746,-0.971751212,-0.69182491,2.971389746,0.469544275,2.133817463,bad +3323.0,-0.883525545,-0.530053355,1.637442971,0.273507329,-0.433867413,1.25011331,-1.149860234,good +3324.0,-0.473892295,-0.640130989,-1.011546617,0.406789919,2.406118717,1.309843991,-1.519654387,bad +3325.0,1.617343644,0.267883259,-1.334390127,-0.123272463,1.053571849,-0.427463388,0.421589696,good +3326.0,1.349008622,-2.018209186,-2.611487306,2.458010267,2.300241107,-0.777950958,0.947553035,good +3327.0,-2.524939153,-0.30864294,0.436660127,-0.603008147,1.202711651,0.98640871,-2.05390054,good +3328.0,-2.72156418,0.260152568,1.367541828,0.357822364,1.710660498,0.556430966,0.048978998,bad +3329.0,0.252995938,-0.394867211,-1.124146313,1.123494233,-0.984754245,-0.622096821,-0.698871555,bad +3330.0,0.704417631,1.057612035,-3.080788388,-0.157690269,-0.809117084,1.035042443,-0.429252652,good +3331.0,-0.958481993,-0.936945599,-0.525712345,1.419508279,2.018538987,0.530124636,-2.501304538,good +3333.0,-1.406763969,-1.04892287,1.442689301,0.1584733,1.405372151,-3.400368075,0.701403599,good +3334.0,0.651453766,-2.548505605,0.010051058,1.312388092,-0.356026507,-0.148830309,-2.609107132,bad +3336.0,3.101422304,-1.222490146,-2.181311384,-1.35956461,2.608299255,1.285016017,1.880348648,good +3338.0,1.686002901,0.767524181,-2.826380711,-1.367417904,0.758429709,0.988281742,-0.865797956,good +3339.0,-3.130432716,-0.053778476,1.944986901,0.681933925,0.813863939,-1.34075827,3.296287937,bad +3340.0,1.991509172,-1.886054744,-0.635264413,4.097846712,-4.423746796,-2.836671248,-0.431719785,bad +3341.0,0.135915563,-3.690918189,-0.748284536,1.939690079,-0.47010556,0.831898372,3.540891827,bad +3343.0,-1.221547292,-0.784626396,1.161443717,1.729885644,-0.236811821,0.027830642,0.406387122,bad +3344.0,-0.908674176,-2.023678278,-0.825549207,0.799667041,2.68829322,-0.212986404,5.240468622,bad +3345.0,-0.425977379,0.657611421,0.967383217,0.080754669,2.987883744,-2.443464517,1.271605588,bad +3346.0,0.815687537,-0.254575717,-0.123157099,1.929130323,-1.906186176,-1.007350084,-1.478188555,bad +3347.0,0.46606931,-3.221736543,1.024727597,0.863847284,1.310376599,-1.9323726,1.899972028,good +3348.0,-0.394603433,-0.399161414,-2.875348042,1.0531903,-1.21795562,0.04458874,-1.316498558,good +3349.0,-3.300243836,3.15796135,-1.397065816,-0.461591464,2.198573081,-1.238871165,-3.580039861,good +3350.0,-1.759393384,-0.609318156,0.065756823,0.370763501,0.397799834,-0.935351268,2.635430475,bad +3351.0,1.651766756,-3.687842515,0.161101604,1.199177788,3.96908912,-2.072350356,1.784271472,good +3354.0,-1.794746015,-1.292449618,3.136065157,1.627105628,1.729924501,-0.066158015,-1.032193774,good +3355.0,2.187789366,-2.084104854,-3.169612783,-0.281883345,1.766344597,0.284599412,0.722045686,bad +3356.0,-0.305595498,-1.534083453,-2.43110063,1.297286094,0.135520348,2.412938915,-1.437745983,bad +3357.0,-0.144840976,-1.336007563,-3.617778748,1.803502379,-1.582838342,0.446698087,-1.8810387,good +3358.0,0.12516701,-3.431970888,-3.146882003,1.164224136,0.288949155,0.543467313,-0.07028261,good +3359.0,-2.598997201,0.019600316,1.000199404,0.887716892,3.735830999,0.190812196,3.760518321,bad +3360.0,-0.264743009,-0.449043603,0.286710547,0.624868112,-4.361377687,-0.621105013,0.424573151,bad +3361.0,0.956953474,0.506855667,2.611378365,0.497554348,0.350085796,-2.814251493,2.158860894,good +3362.0,1.203179539,3.010767496,-1.975669694,2.460692388,0.818458824,-1.442720454,2.193523816,good +3363.0,2.580410309,-0.423082809,-0.919440811,1.972529005,1.552744666,-1.019071533,1.983451961,good +3364.0,-0.121463089,-1.45512459,1.890952867,1.139626753,1.075699118,0.823777978,-1.78125695,good +3365.0,-2.929453805,-0.490340884,-2.647112093,-0.96981372,0.022104735,3.243511361,-2.461445782,bad +3367.0,-1.705503422,-0.633338467,0.821132289,2.021136147,1.288413259,0.214099449,-2.900739788,good +3368.0,-2.78777361,-1.716155228,-1.886268596,-0.547641279,-3.216239256,2.751449887,-2.484300312,bad +3369.0,0.366146035,0.72036558,0.216791208,2.73739332,-1.830312848,-2.269813182,0.923862967,good +3370.0,-1.500330607,-0.904150693,1.24199596,0.398351775,3.4473747,-0.002771539,-2.383259187,bad +3371.0,0.424605075,0.983526135,-1.36973211,2.515369255,-0.545748004,0.760069224,0.679080972,good +3372.0,3.387153393,0.270365037,-4.021377169,0.674677363,1.499498251,1.981180578,2.484374946,good +3374.0,2.3272858,-1.408034142,-0.887950402,3.697032984,-0.73642318,3.177417787,3.518451596,good +3375.0,-1.738118945,-2.093796105,0.855736596,2.331386222,-1.24859115,1.479151059,1.830054885,bad +3376.0,-2.012102371,-2.965579603,-0.155650329,0.958447255,0.918627865,1.963708984,2.508858741,bad +3377.0,0.030148075,-1.084680787,-0.145899098,2.14033166,0.292370331,-1.891992654,2.171090444,good +3378.0,2.359500483,0.784665165,-1.14954817,-0.955675288,1.52283778,0.52547947,2.948829885,good +3379.0,0.133243212,-1.474148341,0.047766695,2.825379684,1.985239143,0.996644719,0.216463295,good +3380.0,1.067078354,-2.305829339,-1.756187938,0.38545904,3.635274565,-0.600195052,2.697240797,good +3381.0,1.571418217,1.225942581,1.481955424,-1.834312702,0.433967388,-1.072166442,2.23487766,good +3382.0,1.457048713,-1.585373395,0.522146559,0.511241041,-1.557878105,-1.882950271,-2.429393469,bad +3383.0,1.030425521,-0.020292993,0.185796132,0.17109886,1.461803583,-1.405083719,1.372600604,good +3385.0,-3.598500949,1.720803856,0.401611289,-1.442869363,-0.318516767,-0.102840121,-2.694676285,good +3386.0,-1.921919055,-0.83039429,0.480125698,0.171410929,1.861532466,1.673353829,-1.044119,bad +3387.0,-0.157160981,-0.860920462,-1.478031046,2.071683092,2.94561766,-2.891162417,-0.387311965,good +3388.0,-3.976065026,1.519029724,4.208563446,2.346196559,-1.682359749,-3.42771715,1.365203893,bad +3389.0,-1.130138878,-0.988284098,0.344526381,2.21446473,1.396547634,0.169952806,-0.575898292,bad +3390.0,2.710365885,-3.154629709,1.466312047,1.891385981,-0.477822768,2.852518549,-0.033737529,good +3391.0,1.970026975,-2.615542064,0.465325523,0.052062971,2.323303264,-0.953945994,2.834503938,good +3392.0,-1.152419142,0.343117656,-0.534658481,0.601063567,0.632903348,-0.787525499,1.305533314,bad +3393.0,-3.248007551,0.333795133,1.233593975,0.865588033,3.075037411,-1.244131472,-2.94729487,good +3394.0,4.006434286,-0.601776337,-2.904516962,1.328494487,-0.174740271,1.87241232,1.904849585,good +3395.0,-1.489318956,0.160940823,-0.15598901,-1.014487417,0.451833838,3.726459037,1.493954536,bad +3396.0,-0.19823513,-0.437561885,-2.206519234,1.393179385,-2.729359019,0.913092827,0.197143997,bad +3397.0,-1.082844542,-2.481235156,-2.097139832,0.713141797,-0.088334015,1.911881633,2.012687026,bad +3398.0,1.85606797,-1.626322829,-0.40483663,2.334052247,5.100467162,-2.624019263,3.827240359,good +3399.0,0.51628157,-0.525095941,-1.316112518,1.046405325,-0.24623986,1.168722119,0.122828554,bad +3400.0,3.930580176,-4.623186204,-2.379691648,2.196926786,2.729475393,0.162543283,-0.195057181,good +3401.0,2.044868953,-0.65192699,-1.544256523,1.397045859,0.875190689,1.908727243,-2.212114432,good +3402.0,-1.660465347,-3.663195389,2.308270445,0.589992178,3.02913686,0.971780462,-3.15671247,good +3403.0,-1.196292581,-0.388059273,-1.953929762,-0.560576315,2.214945523,2.424549859,-2.306351404,bad +3404.0,2.080913137,-2.846037672,-2.46682406,-0.119166605,0.893167571,1.063165124,-0.453097422,good +3405.0,2.285058014,-2.401362129,-1.918880784,0.039509317,2.393542261,-0.085040676,-0.369305737,good +3407.0,-0.574129006,-3.333673571,0.979997591,2.353546704,-1.170385316,1.027216765,-1.317115885,bad +3408.0,-2.533474083,2.268154004,-0.950000117,1.758007894,1.633420594,-0.352106878,0.367240863,good +3409.0,-2.379439903,-3.464897573,4.115939841,-0.302866066,0.983021384,1.931703048,0.20355982,good +3410.0,-3.115689355,2.053538272,-0.439671942,2.225845668,-1.161312069,-3.473420591,-0.435061046,good +3412.0,2.441085847,-1.430460003,-0.932261041,1.009681016,-2.02382792,4.081223109,1.28669118,good +3415.0,-1.733815615,0.351822194,1.870895093,2.979014913,-2.047080866,-1.69042905,0.101005434,bad +3416.0,1.153913151,-4.317743611,1.435670599,2.273066016,0.822960315,2.9977219,1.95327206,good +3417.0,-3.880292677,-0.338852863,2.349262132,-1.151786922,-1.380664315,1.434516771,-0.820290944,good +3418.0,0.519990587,-0.629941341,-0.524824293,1.641212357,-1.571079847,-0.735261914,-0.246022141,bad +3419.0,-1.991131981,-0.499468798,-1.662175557,3.056533921,-0.402932959,-2.80698758,-1.171349328,good +3420.0,-1.17578631,-1.339868856,0.486295438,0.228027837,0.23760201,1.608960275,-0.853948036,bad +3421.0,-0.632521952,-1.048634826,-0.544293255,2.574040696,2.724539751,0.463520373,-2.403243223,good +3422.0,2.070360471,-1.410480389,-4.038794164,3.042826956,-1.834686962,1.440387077,0.461313968,good +3424.0,1.96138735,0.264947575,-0.644897756,-2.205584035,0.422660606,1.258367249,3.301476164,good +3425.0,-3.250218703,0.425068786,1.044693918,-0.584891536,-0.260019957,1.124428695,-1.758251832,good +3426.0,2.653472286,-5.239829795,-3.238597147,1.152480823,1.795874561,0.962852202,-1.55746322,good +3428.0,0.516879778,0.693772439,-3.735131776,0.011770748,1.243378455,2.142999321,-2.802288688,bad +3429.0,-2.458767904,-0.821408712,-2.410657459,1.425252218,0.429372211,1.85341369,-2.020660357,bad +3430.0,1.708713245,-1.264909496,-0.838572342,0.453881563,0.716714552,-1.949967242,1.229222876,bad +3431.0,-2.691769522,-3.219227446,-1.007538278,0.142760509,2.015360903,1.493675387,5.890655101,bad +3432.0,-4.158703547,0.342154836,3.372820313,1.932820934,3.621461274,-1.569634193,5.389839871,bad +3433.0,-0.814157139,-0.224632911,0.680624883,0.254300063,-1.242818511,1.906239151,-0.727764951,good +3434.0,1.840434221,-0.914987843,-1.650196192,0.452707633,0.460830634,0.699992308,2.702748283,good +3435.0,0.165068524,-3.45378719,1.201436814,-1.233667056,1.050819685,-1.576021393,-0.794370301,good +3436.0,-0.221357028,-0.747179794,-0.083166291,0.588277961,-0.881148426,-0.197387144,-0.841906665,bad +3438.0,-0.569788532,1.605649942,-1.601559679,0.5283013,-1.125234674,-0.605007302,0.918075613,good +3439.0,1.436725811,-2.447958837,-3.377979455,4.135873123,0.515781266,-0.593262919,-0.588996732,good +3440.0,3.834730442,-5.254290438,2.689678682,1.681819415,-0.935265789,4.212480394,0.953487839,good +3442.0,-1.956907306,-0.311180461,-0.039952996,0.73512694,4.602345457,0.223522072,4.024592092,bad +3443.0,-0.31188625,-0.31181602,-0.476390384,-0.216676211,0.784804915,0.980857536,-1.812256803,good +3444.0,-0.353194548,-2.949073284,2.293178644,3.880526412,3.054124893,0.709941597,2.608796602,good +3445.0,-2.890432113,1.819033065,-4.343592286,-0.663417989,-0.467472012,1.927281148,-1.449308157,bad +3447.0,-2.584726654,1.048688579,0.598485672,1.121578892,1.497725101,-0.307844089,-0.209055894,good +3448.0,-0.008129741,1.217734434,-0.492340612,1.292241435,-0.357776961,-1.638492553,1.508189676,good +3449.0,-0.917818667,-0.48981459,-1.907434666,1.996227897,-0.516864958,1.622112554,0.142606588,bad +3450.0,-1.316465914,-1.49491977,-0.569560687,-0.668552021,-2.498374059,2.200452006,-1.170213868,bad +3451.0,-2.058947354,-2.838944651,-2.906506349,1.100660161,0.974405213,4.989401557,0.598162333,bad +3452.0,-0.747772658,0.320284841,-1.048461755,1.431225822,0.949917575,-2.278243763,-0.089930972,good +3453.0,2.442529415,-1.428325439,0.003941325,1.032933409,-1.05092252,2.903452303,-1.906380646,good +3454.0,2.042724348,1.209367985,-1.6062911,1.964071077,0.301900612,-0.730216297,0.990331149,good +3455.0,1.281086822,-1.794830349,-3.119224042,2.299297526,-0.043085241,1.385417104,-1.72733069,bad +3456.0,-0.669000724,-1.704848826,-1.137010821,1.882413593,-0.980696331,0.580063486,-1.722186761,bad +3457.0,-2.923748946,-0.550624456,-0.9591036,-0.109378881,1.146813049,2.389869131,-1.733447098,bad +3458.0,3.338752077,-3.595843996,0.294217852,2.026915175,1.669142493,2.988357023,-1.075812207,good +3459.0,-0.105073377,-4.607425973,1.198867791,0.8599053,2.709267586,-2.563325471,1.776869606,good +3460.0,0.257263674,-3.094299379,-1.817257656,1.972270045,-2.767846262,1.241802227,-2.526343018,bad +3462.0,-1.600436913,1.71589773,-3.916085718,0.27495594,2.149101296,0.283397656,-3.473578108,good +3464.0,2.423321078,-1.459900893,-1.577347568,2.604710659,1.65303434,1.451204541,-2.577715569,good +3465.0,0.991860589,-3.058353496,-5.168691016,1.060518533,0.886263913,5.484759901,-2.218992645,bad +3466.0,0.281937828,-2.839149532,0.63368975,0.342038967,0.094948481,3.582846294,-0.181076729,good +3467.0,-4.629581846,1.84244686,2.013980763,1.900180201,2.086668914,0.115892843,1.557792118,bad +3468.0,0.826186522,-1.570704006,-1.714848921,0.897079444,0.072574108,0.22234524,-2.858869532,bad +3469.0,-0.447107029,-2.496793034,-2.636058826,-1.000859054,3.574543294,2.192507772,2.465401734,bad +3470.0,-1.025236707,-1.620388589,-1.879452179,2.341562379,-1.930346106,4.691458823,-4.926678843,bad +3472.0,-0.991787243,-0.727227363,1.745580499,-0.023041623,0.011337495,1.023867598,-0.930807428,good +3473.0,0.988322341,0.178798403,-0.115664812,1.08932049,0.103319059,-1.02861416,2.613614988,good +3474.0,-0.069839744,-1.344485031,-1.082423697,2.30327747,3.804507659,-2.572683226,2.98479691,good +3475.0,-0.051790269,-4.137482472,3.27893514,0.603400163,-0.721707719,2.909604674,0.22351331,good +3476.0,-2.130681586,-0.789802159,2.145929305,0.379784191,3.972146442,-1.20722256,2.665086812,bad +3477.0,4.051818714,-4.152541848,-3.270776677,3.610266033,4.864904847,-0.433855027,1.471594734,good +3478.0,-1.807149077,-0.027392687,1.510791477,-0.602014358,-0.329019183,-2.70883516,1.292195002,good +3479.0,-0.415479637,0.160841431,-0.416098641,0.722562516,1.689475818,0.518763155,-2.620271545,good +3480.0,-1.204300325,-1.686992774,0.111621952,2.277152795,2.147131847,0.734044791,-1.92648196,good +3481.0,-2.948723539,-2.745245564,1.450666651,-1.007618089,-0.189945108,3.30158862,-2.185649097,bad +3482.0,-0.489770225,-1.03381785,-1.848580276,1.047946967,-1.725705032,1.257670396,-0.402743578,bad +3483.0,-1.520026624,-1.198348844,-2.14412004,0.499601389,1.935138205,2.589722756,-0.580636807,bad +3484.0,5.104363772,0.13914458,-2.795119572,1.963931777,-1.354017396,1.749435706,-0.419815008,good +3485.0,-0.25413277,-2.14060775,-2.597140016,2.037037998,0.622878232,3.102867072,0.598524359,bad +3486.0,-2.055565719,1.231102312,-3.020159615,2.01984998,-2.959042122,-0.845374889,-3.036756189,good +3487.0,0.053434621,-0.625966421,-2.364084615,0.900136018,1.608211012,2.054417689,-1.394863422,bad +3488.0,-1.669019235,-3.96971608,-2.343073081,0.689359012,3.32173765,-1.541197505,0.753544133,good +3489.0,-0.857452275,-0.288220564,0.271290582,1.688151079,-1.039244127,-1.307617403,3.565493262,bad +3490.0,1.132006523,-1.7635908,-1.565067649,2.563091336,1.541496637,-1.483364574,0.250770105,good +3491.0,1.439787602,-0.223976263,-0.061448613,1.412704629,0.885640988,-2.191810607,1.952776768,bad +3492.0,-1.184654017,-2.765740689,-4.709741438,-0.174088664,2.02843209,4.997240793,1.935006729,bad +3493.0,-0.04876963,-3.673058377,4.666591292,0.902855809,-0.373095485,2.25559837,1.284336116,good +3494.0,4.649922899,-1.675508091,-3.241840984,5.33328323,-4.830750036,-3.811951348,-0.518724707,bad +3495.0,-1.727099326,-0.640946941,0.05577693,1.485896099,0.153069435,0.011840489,-0.831623942,bad +3496.0,-1.453214396,-1.145158259,-0.053281508,2.144055534,1.14640193,1.457554124,0.758104622,good +3497.0,-2.514927036,1.791979891,-1.27726532,2.614222293,2.719076849,-0.524308245,0.424381497,good +3499.0,2.82776112,0.380731206,-2.385937912,1.00147068,-0.082620018,-0.590245895,-1.667016198,bad +3500.0,-0.851898525,-1.484134163,-1.339415463,2.75088584,-1.966671504,-2.205433205,-3.062447573,bad +3501.0,-3.964556259,2.345100706,-3.681721723,1.54795463,1.045327831,2.553128683,1.151235848,bad +3503.0,0.981955951,0.534509753,-1.568155322,0.341471643,-0.404180757,-0.364586996,-0.268519733,good +3504.0,-0.404798455,-0.636124161,0.06807139,-0.015310001,1.739165413,1.090845027,-1.382849117,good +3506.0,-3.846923513,-1.84737997,1.472218837,0.642100779,0.89798814,0.035669714,-3.453481778,bad +3507.0,-1.680703865,-1.174720822,1.609465182,0.972546094,0.358214106,0.495325489,-0.751744832,good +3509.0,0.693422035,-1.43505133,0.701308156,2.3008216,0.60385951,1.567164684,-0.442167341,good +3510.0,-0.815174261,-1.583965323,1.87312307,-0.339978627,1.401494186,-3.250939076,1.070209221,good +3511.0,1.555033195,-0.517199556,-1.253830496,1.910293824,-1.246622327,-0.589853059,-0.014548296,good +3512.0,-0.967935598,-2.874375372,-1.193722746,0.603789085,-0.122782626,-1.383236884,-2.365989395,good +3513.0,1.538812545,-2.104370686,-1.209299533,0.471060473,1.572962234,-0.413415731,0.450130636,good +3514.0,2.061365504,-1.738690877,0.387993365,0.994916261,-1.544328168,3.52008681,0.167576207,good +3515.0,-1.944176362,-2.24196244,3.950713072,-0.544151056,2.105970689,0.286420022,-0.961164357,good +3516.0,-2.187286899,0.199457964,0.172749746,2.673958156,-0.012879802,0.333468019,1.882161474,bad +3517.0,0.874626666,-0.458846728,-4.350510182,2.880395586,-1.985316728,1.49751444,0.26666639,bad +3518.0,-2.749660963,2.162760065,-0.875878495,-0.082706499,1.753561366,-0.773796446,-5.10061664,good +3519.0,-0.032135409,0.096373975,-0.711031528,-0.764649878,1.530441595,-2.237087872,1.66902099,bad +3520.0,-0.083517126,-3.397728471,-0.00728063,0.825889683,2.126599495,-2.321048257,-0.993894782,good +3521.0,-3.422046413,0.885946857,1.065531995,0.945259751,2.435373129,-1.043162492,-0.590615714,good +3524.0,-1.207448947,-0.451045983,-1.210911866,-1.159410742,-0.26670842,0.86145508,-2.877781254,bad +3525.0,-0.636076384,-3.746856316,4.377381576,-0.886809918,-0.655860452,2.587461459,-0.482243679,good +3526.0,-3.526069166,1.146947206,-0.193728771,0.271124563,-0.282697872,1.773856809,1.444897577,bad +3527.0,-0.865415634,-1.53193856,-3.097760939,2.512153334,-1.663617733,-1.179214331,-3.978524859,bad +3529.0,-0.723779331,-2.676169108,-1.271481053,2.80925553,2.582924246,3.096017152,1.975668692,good +3530.0,-4.364770059,1.737477236,0.201829251,-1.728574662,2.460493814,-1.456355525,-5.634195153,good +3531.0,1.454808067,0.200337446,-0.17407341,1.788338913,-2.639062935,-0.416706072,2.492781622,bad +3532.0,-1.497277787,0.167397703,-0.421731488,1.385036147,2.062775629,0.220939013,-1.228239389,good +3533.0,-1.889866246,0.998358788,2.37336173,0.045410577,-1.348579012,-3.30618379,1.551755314,good +3534.0,0.622590345,-0.213581134,-0.900256853,2.120276465,1.597765139,0.491481553,-1.172440423,bad +3535.0,-0.604538219,-0.646110749,1.381263385,1.281144459,-2.171926198,-1.473862079,0.061930121,bad +3536.0,0.688837191,-2.370800595,-2.721858014,1.510991276,2.164849106,1.545986243,1.451621714,bad +3537.0,4.093132218,1.070868171,-2.732467987,-0.539275227,1.731410868,1.572190431,0.521665548,good +3538.0,3.136620455,-2.981823783,-2.254804458,1.792371943,0.057672982,0.981282885,0.671129906,good +3539.0,-0.438077175,-2.006049618,-3.38307656,1.19741702,-0.306324307,3.399036129,-1.038366412,bad +3540.0,-2.976331155,-1.440100102,-1.213032738,-0.906927156,1.015068867,3.34896357,-2.704740981,bad +3541.0,-1.054740642,-2.418859423,1.434243565,-0.800107897,-0.272066899,-1.915304267,0.270741075,good +3542.0,-0.285875326,-1.843383573,-0.204662152,1.195714228,0.450107081,0.249464413,0.436686274,bad +3543.0,2.105450664,-1.207311829,-2.725219879,1.228063251,2.09363866,0.43751497,1.21543583,bad +3544.0,-0.562327703,-2.16738344,-0.86729569,0.496307948,-0.261085087,-0.865254657,-0.270118466,good +3545.0,-3.650937339,-1.404923497,-0.773075719,2.102798219,-0.227982211,3.189224922,2.119538103,bad +3546.0,-1.20665853,1.407794955,1.380428695,3.400700419,-1.837667292,-3.504348319,2.329274555,good +3547.0,-0.180285943,1.519124445,-0.918402703,0.728151675,1.004768418,-2.286394551,2.506834119,bad +3548.0,-0.67343172,1.902373224,-0.868918048,-0.964471121,-0.915969836,2.003425952,-0.148094755,good +3550.0,-1.163636873,-0.217289811,-0.020166125,1.666147092,-1.354427839,0.17638486,0.866186822,bad +3551.0,-1.498383389,-0.87745721,0.428513934,-1.569404671,0.033630368,2.421253382,-3.534016691,good +3552.0,0.455105367,-1.543566207,-2.872292136,0.202123833,-0.633656553,2.558788577,-1.935700362,bad +3553.0,2.603956055,2.545677995,-4.185818231,2.504195872,-1.037755579,0.750245537,-1.104954734,good +3554.0,0.821891982,1.273898352,-0.520181158,1.009972244,-0.526847657,-0.874769789,2.936987174,good +3555.0,1.06497889,0.340353483,-1.156282542,-0.912400379,2.538195287,-0.831589934,0.173653987,good +3556.0,0.670925442,1.256008935,-4.594956527,2.815058559,0.848239996,1.612066161,-1.838806737,good +3557.0,-0.494402206,-1.348105351,-3.268363021,0.715053752,-1.75080707,1.087090588,-3.095059758,bad +3558.0,-2.148437085,-1.868764004,2.537166072,1.066061392,1.397432141,0.778869831,-0.171514808,good +3559.0,-7.151703059,-1.370716878,1.673137533,2.702934163,-0.136146011,4.127709048,3.554015134,bad +3560.0,0.754702846,-3.949926231,3.002987332,2.5136369,-0.005472002,2.332417583,2.453666286,good +3561.0,0.661382721,-0.432800322,1.135896851,1.391424049,0.265083536,1.043407423,1.002259234,good +3562.0,1.132991657,-0.845150383,-1.277652116,-1.404552235,1.713443953,0.210441075,1.49337749,good +3563.0,-1.294640788,2.831243144,-2.741857129,0.915658447,0.80334771,0.046404736,-4.488313518,good +3564.0,-1.011784956,-0.976148361,0.772293969,0.893672658,-1.434231725,-0.775497047,-1.089252346,bad +3565.0,1.703314715,-2.375885235,-2.175297145,-0.052689204,2.660547594,0.049495708,1.581261549,good +3567.0,3.014566471,-0.631046495,-0.24429981,2.524328352,1.210399408,-1.507047907,1.949540556,good +3568.0,-2.486229166,-3.872029726,4.647456182,1.480579793,2.203325647,0.32886347,-0.900962827,good +3569.0,1.586819494,-0.821387709,-0.191647112,2.969261308,-3.476637725,-0.9439136,-1.447407664,bad +3570.0,3.635593858,-2.840819366,-1.620446508,-0.2651145,3.541542147,0.349432204,0.6169814,good +3571.0,0.681359862,-0.565209948,0.552918753,2.170155122,-2.178366676,-0.25823808,-2.736862892,bad +3572.0,-3.004635637,-0.846908379,-3.520080473,-0.66153515,-0.585545799,4.886635613,-1.839627396,bad +3573.0,0.549132518,-2.966270367,-0.139809845,-0.24507788,3.867031384,-2.255972748,-0.003109107,good +3574.0,-3.093009038,-0.671068245,-2.683308044,-0.192589035,-1.589697141,2.579041333,-2.291247659,bad +3575.0,3.264381853,-0.426724862,-1.604338008,1.162339274,3.736083066,-0.798968253,1.732524419,good +3577.0,-0.054052452,-3.361423653,0.32127187,0.902746817,0.751227556,-1.879126386,-0.395249528,good +3580.0,-4.764191786,-0.975257687,2.647538872,0.868845074,2.435195552,0.402740146,5.189715685,bad +3581.0,-0.270194205,0.365092177,0.822544228,1.705488187,-2.421063703,-0.279986072,2.57033771,bad +3582.0,0.310255186,1.287746959,-1.959897685,2.222417686,-2.636321597,-0.081388636,1.325830189,good +3583.0,0.757868257,1.477388203,-2.444446471,-0.519191298,-0.478558977,2.280916336,-3.960265632,good +3584.0,-0.145952125,-1.657361713,0.265041825,2.661644539,2.405706673,-3.553420012,0.545749303,good +3585.0,-0.142389915,-1.182125758,1.720323112,2.314595515,-1.272217046,-1.510105063,0.35105039,bad +3586.0,0.284831799,-0.512410601,0.227518639,0.52380223,0.872697995,1.216290058,-1.381367881,good +3587.0,-0.005958581,-2.103965089,1.011063169,0.683266325,0.778403572,-2.0409242,2.193171589,good +3588.0,-1.107737674,-0.913662167,-0.427578595,0.031824705,-0.867915417,1.521657008,-0.754772933,bad +3589.0,-0.212315829,1.14726346,-0.595280551,2.517219519,0.126837502,-2.30884037,2.589012926,good +3590.0,1.222650678,-1.675179979,0.919847603,-1.906820275,2.1613968,-0.484258498,4.077163435,good +3591.0,0.29767133,-3.960035257,-0.18688929,2.683768448,1.645774458,-2.592620638,0.248185788,good +3592.0,-0.334260756,-1.929154643,-0.178136971,2.255101762,5.316070887,-4.105873998,1.341249631,good +3593.0,-3.233427378,-2.088085851,2.662541179,0.883920621,0.34746017,0.941762867,-1.236918712,bad +3594.0,-4.921335618,-0.231576888,3.079896038,-2.011756053,0.528195017,1.303737328,-0.840986776,good +3595.0,-0.826173149,-3.465768419,-3.391670449,0.262105904,1.473123289,4.24993938,1.142108458,bad +3596.0,-4.007358605,-0.484425035,2.723683461,-0.280017443,2.485075121,-0.996605882,-2.101646699,good +3598.0,-1.424046526,2.889107267,-1.607763412,2.451862658,2.093896692,-1.405789716,-0.064418364,good +3599.0,0.912156093,-2.007618624,0.214032521,2.446091158,-0.563639379,-1.68269196,1.516106884,good +3600.0,0.885404263,-1.592328864,-3.242056579,1.21608102,-3.478284883,2.560784714,-0.372651142,bad +3601.0,-2.076183782,0.10911225,3.326324281,2.826954359,0.020252037,-0.837847571,0.649804223,bad +3602.0,0.57383796,-4.604309375,3.498755063,2.549497954,0.11755595,2.629807952,3.744711358,good +3603.0,1.114073892,-2.271133682,-1.681154384,0.722807299,3.068057818,-0.745080015,1.782646005,good +3604.0,-0.649212984,0.117758497,-2.084882767,0.561304723,2.559953855,-0.986764558,3.696714537,bad +3606.0,-0.64345762,-0.107456699,-1.04102918,2.152756042,0.592407878,-2.736255131,-1.824904108,good +3607.0,2.716717861,-2.104635591,-0.609056133,3.02772091,-0.221629654,3.970374429,3.319835117,good +3608.0,-0.421783735,-1.612723821,-1.810132473,0.022731534,-1.328016783,0.45192634,0.426446217,good +3609.0,2.279107225,-1.47381281,3.693300597,2.536903597,-2.612736677,-3.778314189,1.225941103,bad +3610.0,0.748519458,-0.598778042,-3.859951726,0.660424533,1.591584714,1.570879838,1.986412486,bad +3611.0,0.637960928,-1.820886432,-1.547907723,0.295327968,1.791958688,1.943793586,0.280977383,bad +3612.0,0.040254695,0.300565385,-0.588036422,0.791711163,0.969212542,-0.987202915,-0.944209504,bad +3613.0,-1.389891028,0.861630335,-2.185817492,1.05375497,-0.172354165,1.455256064,-0.87745592,good +3614.0,0.752902638,-6.08689375,4.686212276,1.069542836,-0.423433291,2.848396477,-1.331629395,good +3615.0,-3.066761368,-1.048931995,2.252144093,1.448770702,0.76339449,-0.643525399,3.086566434,bad +3616.0,-0.028301416,0.673264832,0.18410859,1.272846977,0.925253121,0.288044808,-1.992564683,good +3617.0,0.775449613,-1.211850968,-3.905036526,1.223717016,1.621898168,3.552186063,-1.151269301,bad +3618.0,0.86128285,-0.996567217,-0.727968727,3.078162986,-0.705652928,-1.579707409,0.440505842,good +3619.0,-2.863613161,-3.169046126,1.306072766,-0.666747449,-1.499914063,0.992840657,-4.423516212,bad +3621.0,0.719876727,-3.336182456,-1.099830555,1.482469363,-0.293181795,-0.415931763,0.956300718,good +3622.0,0.635970265,-2.422350494,2.208336835,2.7198782,1.74755085,1.692315625,1.265160783,good +3623.0,-3.82955684,-0.492880711,1.58137013,2.441031642,-0.618750656,-0.288019553,5.536747898,bad +3624.0,1.272060507,0.365450752,1.295580507,-1.211840728,2.920993141,-1.863686772,2.59718064,good +3625.0,-1.641648257,1.742167922,-4.940530387,1.607117284,-1.458742577,2.644386476,1.594064952,bad +3626.0,-1.137463833,0.182622754,-0.164095298,-0.393167471,-1.443082903,0.126676747,-0.509261855,bad +3627.0,-0.207783301,-2.213989425,1.016779755,2.310450304,-1.69462565,0.562488831,0.316418297,bad +3628.0,-3.133887952,-0.097507699,-1.332843046,0.789340757,-1.442271604,1.058388933,-1.038278443,bad +3629.0,0.272788302,-1.538869707,-2.661360717,4.816726008,-0.491633217,-1.692431107,-0.53944205,good +3630.0,1.62467996,-1.832174211,-3.455343921,1.607084729,0.276397874,3.290654055,-2.109832124,bad +3631.0,0.75061813,-1.306562315,-1.718822411,0.304773748,1.202893956,1.308207843,-1.839709536,bad +3632.0,0.622641076,0.47419001,-2.698898228,3.461244864,-3.326205696,3.719800716,-4.061398882,bad +3634.0,-1.307340552,-1.495842827,0.360144285,1.287923777,2.942469499,0.551923736,3.336713101,bad +3635.0,-2.883794799,-3.492210252,0.496504487,2.01310809,1.337387942,1.625234197,5.303691147,bad +3636.0,-1.354862525,-0.585764384,-3.027639492,3.340168631,-2.241304338,-0.788301781,0.058757464,good +3637.0,-3.026836026,0.962312473,-0.516213768,-1.39690954,-1.209017756,1.36093326,-1.209371265,good +3638.0,0.723468166,-2.900737972,-1.640903127,1.550032307,2.225629228,-0.895656441,2.275525222,good +3639.0,1.048381823,-1.839771286,-1.376465914,3.183665186,0.253453804,-1.620282534,-0.024782906,good +3640.0,-0.731726405,-2.834785139,-0.603772315,2.138972255,-0.7654993,3.035790538,-1.759214369,bad +3641.0,-2.220093576,2.68953204,-1.360323088,0.375715521,1.110462901,-0.595112325,-1.917976581,good +3642.0,-3.310745467,-1.037640479,2.353780305,0.800274858,3.369074275,-1.398208439,-4.108894568,good +3644.0,3.736865832,0.333673283,-0.130783565,1.178783954,3.370875752,-1.297338321,3.160949687,good +3645.0,-1.774583207,-2.998949187,4.606385858,0.058522934,1.368155673,0.934525467,0.014200275,good +3646.0,-1.534866075,-2.81447693,-1.526625819,0.79127954,2.271709162,3.727642712,1.072321024,bad +3648.0,-0.721063355,-0.848216366,-0.70666115,0.802175979,-0.381319625,-0.545139919,2.069509514,bad +3649.0,1.833619979,-4.414764977,0.962194867,4.172800489,1.154648092,2.276095375,0.478269528,good +3650.0,-3.947004531,3.164370307,-2.037451683,0.765063597,2.937937722,-1.403866169,-4.643768843,good +3651.0,2.539110403,-1.781323994,-0.464490145,2.84389669,4.002744104,-2.228520372,2.360765322,good +3652.0,-3.245998613,2.514563491,0.259883416,-1.334722577,1.824930891,-1.338919921,-3.202740023,good +3653.0,-0.544405715,-1.240239165,1.378228533,1.645772913,1.042866782,0.349052315,-1.947408878,good +3654.0,-0.427486229,-2.172022754,-0.815573451,0.446631363,-1.236801965,1.379888927,-2.201604888,bad +3655.0,-0.887670541,-0.084857387,-0.755431175,0.145391828,1.062442109,1.453168701,-1.950320823,good +3657.0,-3.328450263,-0.307328307,-1.951539178,0.58811625,-1.878286797,3.213166051,0.258639507,bad +3658.0,-1.245988902,-2.986390261,0.786796603,-0.692880976,-3.365292531,2.00360165,-1.952773954,bad +3659.0,-0.403559622,-1.563125004,-1.578352241,4.080576129,-0.697546847,-2.415979785,-1.169836168,good +3660.0,-1.399653561,-0.561242518,2.378155731,1.439750436,2.906046409,-1.428846518,-2.284637715,good +3661.0,-1.90216306,0.976375539,0.732034303,3.480407749,0.267570026,-4.607841104,1.234749952,good +3662.0,-1.489220294,-2.648797765,-4.997272132,-0.084500545,3.301842943,5.371677004,3.079908093,bad +3663.0,0.100569417,0.900246265,2.325549817,-0.766839854,0.071170194,-2.250446879,2.624366428,good +3664.0,-0.353171649,-1.573997834,-2.4402997,1.519945162,0.002562535,-0.595015784,-0.434602915,good +3665.0,1.509341662,0.870359499,-1.6121142,2.454735384,-0.423508598,-0.724339547,1.93905777,bad +3666.0,-0.227007801,-1.423544639,2.56971074,1.038374241,-0.996261598,-2.867203641,-1.932152263,bad +3667.0,-1.307506835,-0.779572228,-4.420471164,0.740101707,-1.406777122,2.272082519,-2.600627211,bad +3668.0,1.067835473,-2.3637292,1.579480499,-0.62774093,-1.351699815,3.430219056,-1.134481826,good +3669.0,2.697142214,-1.820709366,-0.433326462,0.678484772,1.955353081,-0.735992437,2.106155005,good +3670.0,-0.373634004,-1.758255448,-3.152849405,2.149092557,-0.387807669,1.893315302,-2.108192127,bad +3672.0,0.769361212,-1.127547177,-3.182520245,0.519028897,-0.219221158,0.947265294,-0.782277871,good +3673.0,1.37600879,0.185048465,-1.197658635,1.690349646,0.472990272,-2.482578403,2.191127139,bad +3674.0,-0.863086673,-0.759133573,-0.683856552,0.031125912,-1.671518145,1.262743446,-0.568033409,bad +3675.0,1.892078643,0.954169191,-1.481275741,0.640674093,0.308714749,1.858212158,2.90375397,bad +3677.0,-0.325175488,-1.185583268,1.797445991,0.37072102,1.101220986,0.473681895,-1.276436424,good +3678.0,0.592845748,-0.967982939,-1.42466522,2.620696053,-0.533477905,0.413022627,-0.140260908,bad +3679.0,-3.690033476,-0.873525081,2.228896977,0.329779232,3.151650576,-0.550207271,-2.83624902,good +3680.0,-0.584494482,0.10284819,0.305214564,-0.568384319,2.323589134,-2.502574702,2.618615143,bad +3681.0,-0.682456707,-1.934766138,1.073410696,1.132809211,-3.393447194,-1.189019316,-1.615105438,bad +3682.0,-0.813357163,1.720143421,0.698080042,0.631219087,-1.510805676,-0.672179493,2.575010153,bad +3683.0,2.555090846,-2.591458448,-2.617397357,-0.915404855,2.207459549,-2.606958158,5.478025057,bad +3685.0,0.470831799,-1.473399053,-0.297608983,1.097209351,-1.543419789,-0.705121171,-0.035106956,good +3686.0,-0.950541723,-0.878032973,-1.381008463,2.264994488,-2.574356228,-1.511089384,-2.005624759,bad +3688.0,2.606032193,-3.679310914,-0.271326115,2.597161321,0.495858864,2.784073054,-0.824822105,good +3689.0,-1.963238766,-2.639898991,4.052054785,1.515137929,2.180870107,0.392693765,-0.624850579,good +3691.0,-1.490275086,-0.567991035,0.887526824,-0.260951052,1.68149759,0.036148282,-4.120365395,good +3692.0,-1.953106039,0.054136648,1.977852311,-0.052252992,-0.707613625,0.808005115,-1.808142083,good +3694.0,-0.864605535,-0.064787516,-1.066480372,3.133234629,1.142513579,0.685488676,1.349920757,good +3695.0,-1.408655821,0.549019768,0.226737958,-0.033462266,2.187062138,-0.895910258,-2.803778412,good +3696.0,-0.833621274,-1.103314664,0.15085896,0.373902004,0.985630046,1.314725324,-1.962664226,good +3697.0,-0.258636257,-0.400312462,-0.175797778,1.446483354,2.514169981,0.437559243,-1.238271661,good +3698.0,-1.697410227,0.034973005,0.273230181,1.132296519,2.695980347,-0.242545787,-3.365377449,good +3699.0,0.543925986,0.351044672,0.254268897,-0.229104749,1.936577931,-1.897021997,1.34871204,good +3700.0,-2.654698314,0.466165454,1.36065638,-1.391477566,1.596251876,0.289380224,-2.827877708,good +3701.0,3.002557156,-2.013221818,-4.684990067,-0.500138543,2.774750609,2.586885385,-3.056400752,bad +3702.0,2.150806334,0.621560589,-3.255874065,4.153899563,-1.243523579,0.33998713,2.553833014,good +3703.0,-3.469966894,0.161187416,1.817751338,-1.059005682,1.246757847,1.046128479,-0.819232392,bad +3704.0,-3.191808027,-2.068065559,2.342806455,1.08830402,1.859325063,0.777898305,1.265621547,good +3705.0,0.722922867,-2.815058561,-2.233039017,0.526597412,1.855820758,1.249778798,-0.633685208,bad +3706.0,0.812997781,-3.097410769,-0.474889061,0.336251733,-1.585159309,0.531201742,-3.349056395,bad +3707.0,1.237467716,-3.653573163,-1.406557037,0.723784547,-3.468093242,0.061522535,-4.311281608,bad +3708.0,1.926175958,-2.979593054,-0.766003398,-1.54286478,2.618039891,0.652028639,2.311521591,good +3710.0,1.000807187,-2.120668455,-0.930667593,3.251231784,-1.516811353,-1.297011475,-0.100716598,good +3711.0,1.03353604,1.102442526,0.760450795,-3.067833488,2.791210071,-1.038841274,1.280264687,good +3712.0,-1.959698175,-1.673449832,3.165718762,-0.262965452,0.829822614,1.219801259,-2.146420065,good +3713.0,0.390908914,-2.229345691,-0.04717925,1.743922548,-1.089778327,2.233872488,0.719461552,bad +3714.0,-2.376222102,1.705030486,-1.029885984,0.125125266,1.142983541,-0.385940241,-4.856291001,good +3715.0,-0.809684774,1.444030595,-0.324452387,1.117037848,0.095019232,1.449867422,3.207720704,bad +3717.0,-0.355935653,-4.023887998,2.21153071,1.119227641,1.506340802,2.501914095,0.735253371,good +3718.0,2.707034725,2.388530982,-2.543166735,3.289255126,-2.678043398,0.629369301,1.421059511,good +3719.0,-1.753948737,-2.404526608,3.030541966,1.461401776,1.282876617,0.320760295,-0.401986967,good +3721.0,-3.402126958,-4.093941936,-2.361790864,0.710132281,-1.187019591,3.748214803,-5.319856723,bad +3722.0,0.017242902,-3.312535365,-3.099932129,1.350343462,-3.025360641,2.711290269,-2.931796158,bad +3723.0,-1.309113655,0.709457004,0.387914675,1.842579702,2.341315283,0.428396518,1.454817252,bad +3724.0,-0.896410734,0.069006498,-0.446789053,0.048893091,0.949138848,1.460102011,-2.349972115,good +3725.0,2.749569869,-4.193331448,-3.580433143,-2.190085458,3.918855994,2.030996976,-0.223255333,good +3726.0,1.753117793,-1.349035403,-0.651340805,-0.009139815,-1.212813289,4.082785482,0.169730639,good +3727.0,-2.825499373,-1.424939845,2.510174709,-2.277240765,0.082552035,1.245108443,-2.913336836,good +3728.0,3.749704124,-4.184498495,-1.79606613,-0.114751168,3.601092527,0.857336484,1.533792693,good +3729.0,-3.437177757,-1.405760077,2.515929794,3.015666233,3.270542649,-1.040078983,0.474794991,good +3730.0,1.800361413,-1.305509183,1.376614049,-0.063150028,4.1911636,-2.563769907,3.007054198,good +3731.0,-1.17370435,0.882699071,-5.144179751,1.433178456,-2.408160762,2.108997241,-0.012061768,bad +3732.0,-0.612113509,-0.140382592,0.221056063,1.653169995,2.077000023,0.16699374,-1.365244029,good +3733.0,1.020575034,-1.799720044,-1.452263597,0.953467183,-0.154009436,-0.217949376,2.386965287,bad +3734.0,-0.557750337,-2.13174696,0.281289627,1.742211952,-0.266631328,1.29658399,-0.012433307,bad +3735.0,-3.27631429,0.79249648,0.823381292,0.892559612,2.272862312,-1.107253673,-2.018944333,good +3736.0,-0.38681892,0.957506781,-0.31593066,3.380672174,-1.908308209,-2.620454083,0.022230395,good +3737.0,-0.618070607,-0.348387853,-3.039494257,0.179553375,-4.127414662,1.492505117,-0.821002238,bad +3738.0,0.646833087,-1.045231729,-2.904096843,4.465522979,-3.029308574,-1.233496269,-0.544826103,bad +3739.0,-0.868688565,-2.062113103,2.326546439,1.325197041,0.422210587,1.686690018,1.16616104,good +3740.0,0.383499492,-2.739851049,-1.630604315,0.978460502,1.195135411,-0.949087602,-1.11395109,good +3741.0,-0.759691661,-1.116892542,-3.867074637,0.291159628,-1.486209068,2.239112491,-2.797972751,bad +3742.0,0.600983512,-2.812223245,-0.020155414,-0.377672939,1.553911271,-0.84675209,2.040601557,good +3744.0,-5.012045557,-3.922079753,0.588416843,0.125602517,2.677196253,2.770350475,5.685252925,bad +3745.0,0.155233855,-1.188883556,-0.26064849,0.078006615,-0.916140764,-0.357039769,-2.317160544,bad +3746.0,2.999540514,-2.591738008,-2.629812638,3.130850808,3.431410805,-0.905438974,0.653144112,good +3747.0,2.212056888,-0.447372479,-4.119355624,1.00186291,-1.268154205,1.950030246,-1.44427643,good +3749.0,-0.809220685,-1.723186461,-0.797727565,1.270493718,-0.506610805,1.296464979,0.00487338,bad +3750.0,-3.444345088,2.12601723,-2.60191038,1.728499389,1.741967143,-0.406072786,-1.187467937,good +3752.0,0.116351823,0.741875647,-1.017357821,2.396387207,-0.029596388,-2.003704787,0.26348289,good +3753.0,-2.043663942,-0.4113966,-2.697243647,1.739330092,-0.913505191,3.782240866,1.227386779,bad +3755.0,-3.31486237,0.173558962,0.90006406,-1.102727802,0.69527644,0.965928008,-2.720651525,good +3756.0,1.79569907,-2.871604994,-1.377614193,0.988918538,1.793614493,-0.228141388,1.384035334,good +3757.0,1.143041747,-0.42387707,-1.109456417,2.541135116,0.841866532,1.610463602,-0.012611428,good +3758.0,0.748482575,0.869340372,2.039248658,0.933981311,-0.24950108,-2.3682325,2.721538302,good +3759.0,-0.198065696,-2.931482113,1.747093023,1.67128892,-0.899779724,2.699313994,0.017095758,good +3760.0,3.338941079,2.501791012,-3.325553957,0.238513015,1.251663502,1.021681132,0.995985405,good +3761.0,2.932476411,-7.149847675,0.191302647,2.179602275,2.821643283,-1.210613461,1.454755859,good +3762.0,-1.987575637,-3.084057759,3.223005368,-0.439771064,0.954566584,1.330838414,-2.339589704,good +3763.0,-0.368843836,-0.277336728,-3.025782308,0.563870602,1.253722428,3.099850254,-0.458133124,bad +3764.0,-1.41249269,-0.537853126,-1.250144013,1.294042531,-2.746996856,-1.128404191,-1.526119857,good +3765.0,1.294423893,-2.076881581,-0.609024724,2.560102304,1.964543676,-2.225214888,1.053746966,good +3766.0,0.024053366,-3.905009576,-1.840887628,-0.236018132,3.199446969,-0.967985231,-0.815654524,good +3767.0,-0.929852559,-0.008888226,0.21141959,1.942821698,1.09428056,0.160023079,-1.70344056,good +3768.0,-0.930217626,-3.888601185,3.867368129,1.618500114,2.448409329,-0.208585789,-1.539788142,good +3770.0,-3.555706047,-1.911872724,-1.91447457,0.279977722,-2.931597883,3.456197669,-1.906439223,bad +3771.0,0.310208293,-2.262075498,-0.355923674,1.863052863,2.461624279,-1.866023214,3.32511205,good +3772.0,1.63981442,-3.695537552,0.026941938,1.553567879,1.661155801,3.530639057,0.538838538,good +3773.0,0.376682936,0.774375287,-2.844808114,2.674680524,2.17093533,0.124605816,0.07269825,bad +3775.0,-0.994740725,-1.21322833,-0.169722489,0.265938031,-0.028320543,-1.782687929,0.220198791,good +3776.0,-0.720558168,-1.825554306,-1.399212314,1.526301931,1.918711374,0.409453501,3.738833794,bad +3778.0,-1.721239578,-2.993555927,0.328108485,-0.132439535,-0.865272224,1.49070593,-3.351939221,bad +3779.0,-2.527668055,-1.44366874,-1.11415722,0.564731146,2.51756553,0.957988331,3.612062408,bad +3780.0,0.322860929,-5.367710942,3.757702644,1.314357337,1.851937006,1.386119501,-2.202142041,good +3781.0,1.214006427,0.193564501,-3.187116034,2.425918474,-3.856520563,0.852065462,2.124362402,bad +3782.0,0.683613642,-0.625453069,1.284086802,0.770128623,2.527533775,-2.814109779,2.954526914,good +3783.0,0.261743995,-2.737633878,-3.370673194,2.678647527,2.375233995,-0.942161601,0.301517071,good +3784.0,-0.260338325,-1.105664259,-2.636019646,2.860930855,-2.694129994,-0.499615744,-1.492676524,bad +3785.0,-1.605606015,0.340259441,1.425331946,0.933489695,1.714271951,-0.805790797,-2.378220329,good +3786.0,-4.167177024,-1.714496074,-0.040556241,0.985488464,1.150473197,1.345710435,-3.344232923,bad +3787.0,0.395023534,-0.367068476,0.923909432,3.974684178,-1.912390151,-2.287922156,2.200526984,bad +3788.0,-1.318453152,1.167760312,-2.021884034,3.139989585,-0.589075831,-2.563033422,-1.927133746,good +3789.0,3.213812217,-2.39062694,-6.507846982,0.058833455,0.66286725,3.160365388,-0.868245492,bad +3790.0,-0.794773893,-0.847274866,-0.124649584,1.625088869,1.606663214,-3.201061303,0.253966087,good +3791.0,0.20454261,-1.65340003,-1.855745847,1.457668397,-0.627158345,-0.283424189,0.394444344,good +3792.0,-0.994149952,-1.667667509,-0.350210139,-0.085782442,-0.31355705,2.705482532,-1.957389142,good +3793.0,0.685278608,-1.182781469,-0.177151574,1.868441873,0.900224205,1.197728034,-0.701531939,good +3796.0,-2.104176606,-0.761371897,-0.526712052,1.509692123,-0.923285209,1.120850601,-0.304185954,bad +3797.0,4.239332303,0.386163369,-0.494681241,-1.258747308,3.597195505,0.138122606,2.040200065,good +3798.0,-0.324306091,1.746624651,-1.966934006,0.853036807,1.11482128,0.531606865,-0.103006945,good +3799.0,3.866611648,-2.034549033,-3.63381768,2.76746813,1.922665704,1.212040959,2.9637063,good +3800.0,-2.292976799,1.776523356,-1.151710881,1.305830132,1.477769276,0.115002514,-1.407064656,good +3801.0,-2.009013362,-0.613284173,-0.779701197,0.525293507,0.125646678,-0.336268755,2.476398328,bad +3802.0,-3.018590836,-1.078221991,-0.688831356,2.77658532,0.105390529,2.023221861,2.608624768,bad +3804.0,-1.393441785,-2.649326264,-0.015666384,-1.849184636,-1.851761368,2.983143535,-2.919179265,bad +3805.0,-1.602150945,-1.971601056,2.043227853,0.756992643,1.115051183,-4.246162504,-0.758083109,good +3806.0,-1.461459404,1.655113744,-5.197853411,3.17656635,-3.314250572,0.900396347,1.67188245,bad +3807.0,-1.752549665,-2.286004624,-2.445240959,1.562363964,0.043698927,2.265704286,-3.156688048,good +3808.0,0.63913047,-1.13738586,2.651008591,2.611345798,0.568231631,-0.22543894,2.432501809,bad +3809.0,2.905224958,-2.220215521,-3.04161171,2.024207388,0.939726611,0.768177023,0.614775962,good +3810.0,-0.822587647,-2.483765037,3.494825892,-0.035912548,0.914803081,0.455803824,-1.747239147,good +3811.0,-3.08123331,-2.236942974,-2.437816625,-0.298787447,1.061382849,2.217881049,-5.795137698,bad +3812.0,-0.106909691,0.196216504,0.226963272,1.019473449,-3.071132549,-0.478595984,-1.316709464,bad +3814.0,1.711418837,0.928887243,-4.111322038,-0.808202554,4.163023416,0.456022911,-1.356739922,bad +3816.0,1.344706678,-0.089344529,-4.508753209,0.590932548,-3.983526037,1.500521365,-0.280325343,bad +3817.0,1.935878559,-1.368633482,-2.435416296,0.426253568,3.327613392,-0.30086596,0.440630298,good +3818.0,-1.903976273,0.636192204,-1.981107458,3.409579704,0.698720253,-2.759760994,1.488269518,good +3819.0,3.071959091,-2.870539123,-1.019592834,-0.921460314,4.374207281,-0.030220371,1.21731347,good +3820.0,0.521687972,-1.574657414,-1.151514963,-1.139001477,2.75870859,-1.573510854,3.002468885,bad +3821.0,3.024898212,-1.870915316,-2.666318436,2.286341421,-3.604326932,0.735994713,-0.059952688,bad +3822.0,-3.433881914,0.083980353,0.934756825,0.986257813,1.631687022,1.180830788,0.203413025,bad +3823.0,-0.466133333,-1.597791646,2.663856075,0.633392941,-0.13167446,1.05510644,-0.791890878,good +3824.0,2.263808545,-1.412115936,-0.72435453,2.194422366,-0.2290807,2.7997581,0.807576524,good +3825.0,0.727665843,-0.716658216,-1.694350709,0.630435576,0.154436568,-1.259161735,0.269218955,bad +3828.0,-2.21491788,1.371664198,-0.802180913,0.396454035,2.499406114,-0.881342914,-2.94294254,good +3829.0,0.273562281,-1.836036424,-0.114427058,1.008318217,-1.009393705,-0.613617322,-2.454533933,bad +3830.0,-0.179076501,-2.133334812,1.836935898,3.581885569,2.648305262,0.675843022,0.150209878,good +3831.0,1.554816122,-1.113843676,-1.684352669,2.807205397,-0.005696067,-0.760565478,2.129436957,good +3832.0,-1.639293715,-3.33406904,3.823665688,0.904777608,-1.145672199,2.70332585,2.079393199,good +3833.0,-0.317024065,-1.023549473,-1.079638075,1.655031329,-1.137084352,0.051341352,-1.171343556,bad +3835.0,0.139966543,2.859047636,-0.638818964,2.039985064,-2.918314222,-1.176458695,1.195273442,good +3836.0,-0.646338483,-1.895113479,1.433268615,2.941274463,1.883618409,0.988795101,0.879334374,good +3837.0,-1.337436585,0.51595831,1.090994628,0.359725015,1.357640147,-0.674734158,-3.886677917,good +3838.0,0.222233593,-1.8483876,-3.7765588,-0.177907838,3.329203086,1.71531921,2.67598861,bad +3839.0,-1.262207821,-1.911969091,0.601878858,0.972099597,2.363917532,0.220316134,2.311174821,bad +3840.0,0.806119416,0.215211624,-0.936701367,-0.608148849,2.702633957,-1.306481914,0.839021075,good +3841.0,0.856250136,-1.66962641,-4.640012532,-0.459511609,1.987983692,2.786048281,-0.500785638,bad +3842.0,-1.77278535,-1.252288164,-1.97982907,-0.65974203,1.668911005,4.918455094,-1.191132861,good +3843.0,-2.079584013,-2.276671329,-2.104887453,1.386143859,-0.455105953,3.620838843,0.15706268,bad +3844.0,-2.862726827,0.577681534,-0.252583607,0.764674018,1.777822979,-0.563261512,-3.670269251,good +3845.0,-0.115817915,-0.839195744,-1.303283973,-1.069225488,0.802507785,3.828882877,-0.154144723,bad +3847.0,0.204160885,-0.665112156,-1.822992517,3.353827477,-1.074036684,-1.048722905,-0.7949044,bad +3848.0,-0.513569122,-1.510301706,-0.909625212,3.660499111,2.709910602,0.430188238,-0.721453515,good +3849.0,-1.608959642,-0.265049827,0.344748977,2.303885976,2.493472496,-0.25740896,-0.950800307,good +3850.0,0.309172204,-1.49468421,0.616379104,2.018279681,-0.776659532,-1.543283632,-1.38729856,bad +3851.0,-0.739509755,-0.754330064,-2.71402938,-0.72212188,-0.530146542,2.8621324,-1.844098803,bad +3852.0,-2.963259236,-2.584702088,4.105910199,-0.056561616,2.675356273,0.998418149,-0.530663222,good +3853.0,-1.346421206,0.325349557,0.363486687,0.919303703,-1.428069002,-0.532935378,0.630116237,bad +3854.0,2.584820091,-0.920042147,-2.421684207,-0.397227988,2.93501855,-1.2958862,2.309331461,bad +3856.0,-0.98304139,0.513265182,-0.149099162,1.780467293,2.010520587,-0.461653724,-1.003866289,good +3857.0,-0.408708867,1.47850756,-0.092024313,-0.537545373,2.162826677,-1.901945213,2.199487687,good +3858.0,0.42708022,-3.100569481,3.133361586,0.503941286,-0.561777931,2.525790162,-0.998086414,good +3859.0,-6.099551432,2.811302929,0.129153075,-0.295455274,1.832656976,-2.018881791,-2.561564247,good +3860.0,-1.374118439,-0.800035188,-0.195442178,-0.52167101,4.076586178,-1.973284436,4.348131862,bad +3861.0,-2.67886213,0.547130581,0.625531632,2.693434041,-2.104426835,0.180426347,0.957374782,bad +3863.0,0.012174558,-4.210224019,0.606974182,1.374415029,0.901340146,-2.340633428,-0.99235719,good +3864.0,-1.443489784,-1.012513442,0.40126111,1.501835469,2.416043831,0.287235145,-2.525250744,good +3865.0,-0.578638579,-0.240243684,-0.188720281,0.533020765,-1.236043744,-1.396009793,0.601484011,good +3866.0,1.954015494,-0.621091794,-3.462693895,-0.418658302,-1.017420888,2.119515328,-1.248234595,good +3867.0,-0.571826889,-3.587275283,0.842195359,0.879595446,-0.431053659,0.835798585,-3.460362588,bad +3868.0,1.348957301,-1.426025461,0.26751784,-0.963044081,-2.317013599,4.774626292,-0.122705371,good +3869.0,-2.551559229,-1.565405196,-2.572904645,0.636265,3.739901598,4.078157772,1.339616741,bad +3871.0,-1.360229312,-0.525080399,0.182060471,-0.076526947,3.333188017,0.89328843,-1.153843133,bad +3872.0,-0.177849207,-2.169637562,-4.444792629,1.856197609,-0.884047699,2.750916831,-2.930449982,bad +3873.0,1.608561361,-2.571903384,-1.758457519,0.323208539,1.626695455,0.323745626,2.617780266,good +3874.0,1.92588849,-0.984398455,-0.12744117,-3.414805063,7.364402864,-1.342563133,2.064066964,good +3875.0,-0.826642551,-2.072267331,-2.158359734,2.894249262,-0.443796679,5.000723735,-2.558510083,bad +3876.0,-2.941900133,-0.677296819,-1.801199043,0.334617071,-2.229984775,1.869168012,-1.331010488,bad +3877.0,1.688434435,-3.366540506,-3.421531533,0.141091888,2.963927046,0.56014507,-0.409655793,good +3878.0,-0.079753026,2.682219947,-1.480885086,-1.592384837,0.173402236,-0.016317734,1.933060621,good +3879.0,1.368755792,0.594595783,3.014961047,3.311564279,1.156120121,-4.12900467,5.458589887,good +3880.0,1.18431667,-1.214670023,-1.558165782,1.752032929,-5.743511735,-0.201711634,0.356695742,bad +3881.0,-4.672497162,-2.913286491,1.408752469,0.469469385,2.367175516,1.28239213,5.131967121,bad +3882.0,-3.200794437,1.613492755,0.498759498,2.181400834,2.592380788,-1.749473011,-1.22320905,good +3883.0,-0.484201507,-0.166192913,-1.504511258,-1.080336236,-0.293462308,0.143921659,1.136970464,good +3884.0,-1.776424095,-2.410730993,0.27858067,1.367673757,-0.299050681,1.690608271,0.856356498,bad +3885.0,-1.085904618,-0.871928823,2.302701432,-3.504206381,6.25259219,-3.462378854,2.87351138,good +3886.0,1.367227142,-1.220655681,-0.842855506,2.7344754,-2.587219221,-2.08249217,-1.057525635,bad +3887.0,-1.58393678,-1.531122384,-2.29387863,0.493778409,1.136737703,4.105092626,-1.39693378,bad +3889.0,-1.456307367,-0.611503737,-1.059381778,0.329480161,0.253076097,3.053447472,0.275865496,bad +3890.0,0.123454166,0.544629012,-0.880345087,0.234772821,-0.323289723,-0.635650803,-0.586411241,bad +3891.0,-2.731179965,-0.730837345,-0.08863828,1.075109571,1.849820076,0.921686483,3.246392767,bad +3892.0,-1.159024373,-2.189760648,-1.863538563,-0.080853724,1.032969876,1.560881469,-4.586248088,bad +3893.0,-0.658539572,0.350745027,-1.334219305,1.684114569,0.939984568,1.176682366,0.942478981,bad +3894.0,-2.272603576,-0.895127997,-0.541500124,2.25297991,0.129806907,1.825236219,1.385557299,bad +3895.0,1.473625522,-0.395561203,-3.009928905,-0.329944666,2.118433517,0.664160929,1.139624355,good +3896.0,-1.404325861,-1.030842616,0.614536356,3.275190074,4.065916227,-0.663156647,-2.072047579,good +3897.0,-3.23692679,-0.20470941,1.172163285,1.953748294,-0.882899604,0.627904887,1.358347765,bad +3898.0,-2.663160405,-1.494360747,-0.221775124,-0.236348422,2.744922161,0.293515126,4.147140619,good +3900.0,0.047627601,-2.035773926,-1.706658975,1.760039704,1.669244066,1.843259894,2.753851267,bad +3901.0,1.274575871,-3.517154097,-0.512298651,-0.255967867,2.075337037,-0.466150553,1.550666826,good +3902.0,-1.491407089,-0.242111524,1.035068389,0.624942738,0.357391778,0.521532381,-1.182859869,good +3903.0,-1.298363125,-1.47313497,-1.749550303,0.096768102,2.461665438,0.956603358,3.569300942,bad +3904.0,2.777324457,-3.746558022,-0.026555144,4.411657459,-4.38504326,-2.65312181,-1.490858227,bad +3905.0,-1.836298586,-1.284445191,-3.519239182,-0.571404057,2.196490274,4.416652088,-3.234934565,bad +3907.0,-0.293773136,0.869154498,1.287190206,2.849382016,-0.395348687,-1.77450483,2.77301531,bad +3908.0,2.41762954,-2.415989414,-2.329472918,0.793548207,2.12465208,0.460877797,1.539828557,good +3909.0,-0.209700993,-1.947621542,0.012671175,3.311492442,-2.718006977,2.12284362,-1.851003324,bad +3910.0,1.5353851,-0.979618891,-1.385863074,0.482993175,1.999626268,-0.394965283,3.405436263,good +3911.0,0.47045024,-2.749237969,2.322582975,1.726489889,1.039761624,1.552563586,0.8772043,good +3912.0,-1.01951398,0.445570603,-1.551941888,3.265091323,1.341421806,-2.681303978,2.16902306,good +3913.0,0.742208466,-2.04436394,-3.35152072,1.542891713,1.174103053,0.074970402,-0.76275429,good +3914.0,-1.240506401,-2.022992595,-2.307457318,0.047460643,2.591810106,2.526955776,1.811327489,bad +3915.0,-4.140536018,0.454972464,1.667803242,-0.341601455,3.355341658,-0.622478268,-0.308598616,good +3916.0,-0.369054174,2.500206275,-1.12451791,-0.332943358,-0.7107341,-0.782861671,0.473000429,good +3917.0,-4.795198592,-4.052085452,0.96953572,3.12576425,-0.240486731,3.47047915,6.13896523,bad +3918.0,-1.536571618,-2.783878606,-0.825930942,-0.34684832,-3.713863485,1.624956723,-3.298101639,bad +3919.0,-1.10233361,-3.224131806,-0.778734464,0.872522631,0.240080297,-1.472498827,0.458892829,good +3920.0,3.656656247,-1.500679609,-2.375430743,0.704744686,4.120672127,0.775149346,4.312841326,good +3921.0,-4.25364938,-1.450912551,2.403216203,1.275257465,3.750488926,-0.740293913,-2.765592868,good +3922.0,0.718260823,-2.947241551,1.178940271,1.107308434,-0.233513877,2.642049275,0.816681247,good +3923.0,-5.616710564,5.79071359,-1.243050983,-0.505188763,0.43871925,-3.36780916,-4.45843063,good +3925.0,-1.612076618,-1.554690219,2.250267144,-0.155060237,-1.435861879,2.38875471,-0.487297287,good +3926.0,-2.982400369,1.486819534,1.421919513,2.297388228,-0.506107493,-0.556296359,3.004852758,bad +3927.0,-2.012365297,-0.432218919,3.053194361,-2.544461594,0.664259393,0.657216911,-2.045779422,good +3930.0,-3.40903824,0.580091934,2.572799458,-1.432214772,-0.451346022,0.854121569,-3.128879868,good +3931.0,-2.229395458,-1.386030595,2.028604439,0.189349783,1.283513446,0.609512059,-0.836107034,good +3932.0,0.686717834,-3.048826162,-2.887878713,0.651054369,3.670449104,2.871668116,0.257369095,bad +3933.0,-0.956866325,-3.163442359,2.469891778,2.753665738,-1.311596241,-3.500499021,1.296747816,good +3934.0,-2.59817687,-2.330885838,-0.710847035,-0.256190031,-0.953030007,3.520416919,-2.139487225,bad +3935.0,0.13987114,0.053432833,-0.793096645,-1.453663137,3.203361347,-1.399413951,0.086659287,good +3936.0,-0.781944144,-2.145272178,0.146779721,2.40860104,-0.938134465,-1.11767877,-2.49304192,bad +3939.0,1.306862831,-1.877131341,2.142988121,0.4540014,0.946519912,-2.379991603,2.36743413,good +3940.0,-1.46086446,0.727280302,0.943751801,0.780577842,1.824773609,-1.962976504,2.257634168,bad +3941.0,0.020965273,-1.721253292,0.328115157,1.478051832,1.056150448,-0.200007025,1.165776955,bad +3942.0,1.720092375,-2.285385801,0.445000382,1.092621468,0.218134453,2.803852637,0.629891589,good +3943.0,-0.865684489,-4.366864964,2.599850387,1.623674175,3.183761269,1.392612319,-1.015782155,good +3944.0,-3.192860647,-1.228865008,3.27076251,-0.829909344,0.230200254,1.318140663,-0.593803367,good +3945.0,-2.646459792,-1.228784403,1.049095253,2.39649748,0.714771518,2.551635444,-0.873064683,bad +3946.0,-2.045340309,-0.586203249,0.02598163,0.367013151,-0.393658943,-2.431758417,0.008339593,good +3947.0,-1.116261444,-2.815720736,-4.858054739,-0.039825062,4.50497842,6.102587005,0.503799062,bad +3949.0,-1.905623498,-3.298507776,-1.051640149,-0.507783172,-0.218541288,1.866471954,-5.384860338,bad +3950.0,-1.578703304,-2.307765245,3.219000051,2.007063583,1.812183142,0.032767571,-0.410368282,good +3951.0,2.487871118,-1.327570617,-1.392329575,0.868353322,1.34418394,0.040866588,2.01900265,good +3952.0,-0.027798756,-1.356070438,0.597771643,1.252840455,-1.418434342,2.632351799,2.000125146,good +3953.0,1.35513811,-3.377497082,0.140623017,0.60883083,3.681520499,-1.573009714,3.617288034,good +3954.0,-2.403234049,-0.550331013,-4.565948071,1.007466464,-2.248935458,1.996867616,-2.506381031,bad +3955.0,-4.960450671,0.699910542,2.862231639,-3.674746202,-0.028948556,0.194216569,-3.726145619,good +3956.0,-0.54865355,-2.714222584,1.875525792,2.445013639,1.396514211,1.811201229,1.221697782,good +3957.0,4.086331669,0.601599407,0.934811643,5.780529242,-2.627073866,-4.676170226,4.689126107,bad +3958.0,-1.582480472,-2.206160865,1.475552825,1.142721272,0.381445883,1.679163334,-0.941217156,good +3959.0,0.444592364,0.290373626,-1.973922628,0.400662398,2.991891798,0.367347732,-0.74790279,bad +3960.0,0.488501636,-0.056977418,-2.418510821,2.305981281,-1.435253761,-0.442876781,-0.970235117,good +3961.0,-0.87652,0.99529835,-1.643154699,2.657646029,1.833890126,0.65127093,-0.049725888,good +3962.0,-2.546753644,0.688784855,1.029541674,1.052267455,1.738183073,-0.494162264,-0.947002551,good +3963.0,-1.846693099,-0.518600727,-0.494525292,1.173846835,1.944388146,1.519325572,0.109579238,bad +3964.0,3.08464853,-1.355231582,-5.219217136,0.288620659,1.996597719,0.708111332,0.430274164,bad +3965.0,-2.810654903,-1.550995921,2.699335103,1.032748009,1.788076904,-0.157175323,-3.167304356,good +3967.0,-1.547802391,-2.724603636,-0.974454486,0.325558956,2.628070835,1.458281263,3.321828024,bad +3969.0,3.300381846,-1.662605648,-1.724307506,-0.07467237,3.088414128,0.720912053,2.87016191,good +3970.0,-1.103217436,-1.944868879,2.173498135,0.19277291,0.256211238,1.556441962,-0.684437591,good +3971.0,-2.634620957,-0.445614779,-0.344895203,1.078072017,3.364615804,-0.408180028,-3.376490049,good +3972.0,0.320644821,0.070857592,-0.364572195,0.89461858,-0.624537528,-0.725398424,-0.114319001,bad +3973.0,5.865860535,-6.010559195,0.246080599,4.507715479,-1.041609382,5.309622223,3.285412981,good +3974.0,-2.362143485,-0.23342443,0.981340025,0.571282283,1.007781655,0.733608538,-0.105291052,good +3975.0,-3.273138685,-3.060045126,0.66678411,0.782175545,-0.363841584,0.674902534,-4.469190139,bad +3976.0,-0.524414627,0.897920564,-1.3776939,1.579953894,0.994689903,-0.824029062,2.422747057,bad +3978.0,-1.971622595,1.828699509,-1.787126015,0.963285964,-0.300505594,-2.202798075,-2.072508474,good +3980.0,-2.492582691,-2.065916565,1.08117994,1.267672885,-1.60072238,-2.831947492,0.627116568,good +3981.0,0.173943536,-1.671635287,-0.023466877,0.941615074,-1.136509319,0.6872827,-1.587952145,bad +3982.0,-2.434450434,0.280784851,0.426243667,0.924207541,1.439965921,0.517792846,-2.334245356,good +3983.0,-3.652936196,-1.117508955,3.271792195,-1.266320362,2.360318847,0.00721203,-2.022186257,good +3984.0,-0.832533197,0.463472657,-0.843983167,1.489057848,-2.205796379,-0.451074692,0.725999977,bad +3986.0,1.814401033,-1.461634618,-2.514538571,2.975837713,-1.109729859,-0.631429024,-2.793807727,good +3987.0,-4.035849612,-1.301354264,1.367232003,0.887992284,1.464440164,1.608556284,1.220319515,bad +3988.0,-1.857834005,1.545697526,-2.825358661,-0.52653283,-0.60250533,1.338497914,-0.395376725,bad +3990.0,-1.396794076,-0.599595566,-1.931103753,1.815667553,1.670732306,1.614026677,-0.987967575,bad +3991.0,-4.00776216,2.97016361,0.218167266,-0.492368963,1.65637489,-2.13389511,-4.431320563,good +3992.0,1.764253493,-2.079695,-0.083382857,-0.086723532,-1.703384634,3.840101017,-0.338260538,good +3994.0,1.482508009,-2.581181322,-0.306887818,1.527876814,1.05636124,2.560829007,-1.229254586,good +3996.0,-0.293118007,1.949252549,-0.20401993,-0.640195579,0.024522626,-1.087899732,1.854235285,good +3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad +3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good +3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good +,,,,,,,Created_by_Nidula_Elgiriyewithana, +3985.0,-0.230550165,-0.669955966,-1.896049211,0.657545411,1.843633558,0.473194498,1.461085428,bad +2038.0,3.947883038,-1.641135894,-4.28281972,-0.298038556,6.32830431,-0.195911529,1.885183745,bad +3104.0,-1.704699162,-1.73050323,-0.830481119,-0.315856763,0.719482353,4.35595832,-0.64743073,bad +1336.0,-0.750173032,1.68756926,0.184413305,2.007638118,0.808818975,0.269191044,1.122494601,good +678.0,-0.075144754,1.684715494,-3.168469871,1.89236959,0.014954763,1.84105985,-2.570587079,bad +1667.0,-1.599308964,-1.558785921,-0.8358207,-0.654009351,-1.00132259,2.626868421,-1.714875597,bad +2181.0,-0.453424898,-2.180554267,-2.410615452,-0.568177228,1.58344561,1.72514781,3.052069553,bad +490.0,-1.74197681,-1.200882179,-2.208693225,-0.198475594,-2.452568574,2.159957533,-2.081906248,bad +1822.0,0.622759391,-4.196352643,0.847013053,0.431258673,-0.302134455,3.726932143,-1.188430018,bad +861.0,-1.594125392,-0.74166841,-2.062309758,0.930106043,0.860364897,2.285538692,0.232869083,bad +1776.0,-0.633414505,-2.706731879,-1.128502505,1.299768566,-2.197365373,0.416428402,-3.46440438,bad +205.0,0.099322411,-2.018287273,-1.592637735,2.015768102,-1.482077353,0.86335326,-1.710943166,bad +2186.0,-3.082671194,-1.780316882,0.474989059,2.032588558,1.006848246,1.328555133,4.034392859,bad +2452.0,1.370642669,0.276336425,-1.152380071,1.415107685,0.310667748,0.712541161,-3.799184056,bad +3255.0,1.015947119,-0.755656545,-1.786810652,-0.04278171,-0.907030084,1.561819278,-0.928323609,bad +244.0,-2.757155815,0.781496878,3.330263276,0.231805943,3.293237578,-4.661244484,7.404736238,bad +3751.0,-1.775804022,-0.691374932,0.983704958,1.24474628,1.013582896,0.109081934,1.786843109,bad +1928.0,-3.491090174,-2.459008699,1.466740537,-0.035262957,1.840056006,2.458185205,-2.84015253,bad +1637.0,-4.220335603,-1.735699633,-2.112458084,-0.391725768,3.207302475,4.011511138,1.723936784,bad +2359.0,0.311369933,-2.81797516,-3.218157238,-0.791117838,2.272855316,3.153151687,-0.22261528,bad +1383.0,0.475240896,-1.833409034,2.565566838,2.456610228,-4.196405189,-3.164642477,-0.052965085,bad +1441.0,-1.215944463,-2.299728908,0.398867215,2.805905178,-1.443524386,1.331699921,1.079932807,bad +1443.0,-1.043538286,-2.28963161,-3.341244483,0.517491643,3.128692342,3.734995064,-0.155022519,bad +916.0,0.964352824,-1.02662996,-0.410942931,2.577588565,-3.129066404,-1.374076067,0.291800325,bad +1217.0,-2.059686286,-0.513075523,-1.20369258,-1.743003197,1.256102506,2.742124933,-2.517100408,bad +547.0,-2.102187726,0.793196323,0.777082611,1.510984799,0.41461831,-1.582172094,-0.086582903,bad +2404.0,-2.805629847,1.604092471,-1.037827781,0.439611628,0.755683378,1.448853287,1.313167949,bad +1469.0,-1.046899352,-4.222513171,-0.409925738,0.887454266,3.457929214,2.705806473,2.019215518,bad +1146.0,-4.120193403,-1.749556125,1.305360112,1.107398654,-0.195564843,0.48846721,4.210413891,bad +381.0,-2.782130988,-1.381875325,0.169552902,0.821836718,-0.49949771,-0.795837355,4.989297317,bad +1517.0,-0.611750562,-0.783005666,-0.252097551,1.751904979,0.172057539,-0.972645671,2.887083647,bad +3826.0,-2.934432446,0.497834226,-4.130543025,1.443830407,0.378354362,2.882248972,-0.562910005,bad +2865.0,-2.508758228,0.509478355,-1.841285663,-0.521504674,0.223022701,1.913735175,-1.170504546,bad +3384.0,-3.725976048,-0.685797015,0.512836851,0.547321821,0.936350286,1.926225204,2.070556012,bad +834.0,0.670619332,-2.88045567,-1.846987396,1.156195324,1.371368979,1.984478696,-0.067216749,bad +3427.0,1.535537368,-2.343704142,-2.252191302,0.688444555,3.043026827,1.409535663,0.30185689,bad +2878.0,-1.543241264,0.492982015,-1.64010629,0.8128365,-1.189101619,2.615443796,1.92667469,bad +2400.0,-2.275682195,-0.861695169,-2.764352487,1.83660484,1.377284872,4.592999491,0.296232403,bad +3743.0,-2.102671946,-0.007395054,0.133886129,1.198670829,3.210020858,0.590544088,2.396013951,bad +322.0,2.646115435,-0.449973403,-4.573946451,-0.045237912,3.849044966,1.139323078,-0.488345281,bad +1766.0,-3.129467133,0.198630605,-1.236848218,-0.61912146,2.883331224,3.427419082,-1.085596232,bad +3414.0,2.33101948,-1.988980521,-2.962669702,2.99429714,0.132375281,0.488665637,2.388586111,good +3803.0,-2.222777971,-2.537998669,-1.795083953,-1.08131145,-0.096376753,3.515105516,-4.208284752,bad +435.0,0.071200656,-3.021763247,-2.432415933,2.649502477,-2.987988388,-0.543399449,-3.933729069,bad +1500.0,-1.359602279,-0.73903242,-3.490921361,1.046146925,-0.739506824,2.381264687,-1.58956899,bad +2322.0,3.098029339,-1.732347048,-1.507209401,-0.21694332,4.039246137,-0.301569514,0.617345483,good +2904.0,-0.349931235,-2.839368353,-2.335205568,-1.416139351,-0.806733208,3.004328352,-4.720685297,bad +2959.0,3.472392108,-1.504447649,-5.371962996,-0.905058773,4.399814702,1.063613808,0.428501793,bad +880.0,-3.750910643,-2.177965299,2.2582748,2.112759981,-0.801952171,0.17957333,3.267287974,bad +2279.0,0.785999476,0.223439749,-1.713161416,0.037062964,2.192483976,-0.254302558,-0.491266303,bad +1830.0,2.479637449,-1.367815945,-3.626052616,-1.167496878,3.149349706,0.559765073,0.026872821,bad +339.0,-1.615191188,-2.47213566,-0.250066831,1.041213094,0.917951837,-0.45919294,4.940053725,bad +534.0,0.559077253,-1.887088352,-4.295589945,1.471322657,0.638079169,4.074458786,0.296224193,bad +3144.0,-2.248007616,-2.310954553,-0.430174065,1.798926187,-0.690107779,0.448416457,-2.872017555,bad +242.0,-0.026485744,-0.799181452,-3.372003186,3.223286509,-1.319326728,0.30100296,-0.816365227,bad +1025.0,-3.658396659,-3.330500682,-2.032566976,0.276463385,3.93290892,4.954530347,2.831482849,bad +595.0,2.616038834,-1.586171214,-4.368294278,-1.085529952,3.358654957,0.595666052,0.895274255,bad +1708.0,-2.855780853,0.559337297,1.783926357,-1.089256282,0.051906708,1.38053827,1.04606777,bad +1934.0,1.693653501,-3.454192024,-3.327472584,-0.352645073,3.311763466,2.565219068,1.656877646,bad +1194.0,-2.299673543,-1.438376679,0.532203922,1.934771124,-0.64595384,0.215956927,3.683016111,bad +1678.0,-0.72423927,-0.148748096,-1.057709143,1.533394636,0.609297565,0.736200747,0.204386751,bad +2675.0,-2.362907172,-0.458136841,1.884846934,2.491170628,0.969093571,-0.194277004,1.921861905,bad +1631.0,-5.313589471,-1.654369357,2.081098334,2.065002509,-0.439682197,3.186588202,0.960661464,bad +1813.0,-2.395721065,-0.060025865,1.744391514,-2.68385885,0.394431958,0.791721212,-4.522654682,good +1539.0,-1.781396019,0.703957281,-1.837885536,0.319482511,-0.863596792,1.694998534,0.71993501,bad +998.0,-1.326769718,-0.502953425,0.145566907,0.872708264,1.655474327,0.75639619,-0.777125843,bad +2373.0,-3.135338541,-0.915121825,1.027451113,1.080452492,-0.745112598,-1.359061267,4.892835064,bad +1043.0,0.187949276,-1.359826272,-1.873379207,2.317659871,-2.953714495,0.64580817,-0.199364539,bad +2866.0,-0.035349927,-0.616466342,1.890526496,1.676704124,-0.713152004,-1.026423023,1.020470369,bad +3977.0,-0.845025674,-0.668020824,-1.760758712,1.867992656,-1.408949543,2.3034994,-0.772829229,bad +1422.0,-1.134728217,-0.653594639,2.759729824,0.521098244,-1.039218802,-3.979698402,4.329863961,bad +3094.0,-1.226854737,-1.013974802,-0.114840344,0.601327334,1.495976746,0.855767038,1.735372229,bad +1888.0,-0.846490117,0.291283008,0.410922793,1.318478671,-0.243244175,-1.244824257,-0.138584021,bad +3072.0,-3.661675996,-2.632582104,0.828811414,0.650855084,0.22177183,0.742026979,3.374035449,bad +3114.0,-0.219935249,1.288949244,0.63137566,0.162954652,0.992985316,-0.813277565,0.777577489,bad +755.0,-2.516579279,-1.226960389,-0.358848026,0.417753301,1.258175411,1.801802496,0.889659108,bad +3.0,-0.657195773,-2.271626609,1.324873847,-0.097874716,3.637970491,-3.413761338,0.790723217,good +1379.0,-1.976207115,-0.185541861,0.011632425,0.076543393,0.84007016,-0.45646413,2.203022165,bad +943.0,-1.017062947,-2.323691499,-0.684309708,2.011828561,-0.969649254,1.867842154,0.276865133,bad +606.0,2.66593872,-1.688545225,-4.635048397,1.29715994,0.46028678,1.889173477,-0.370717416,bad +2278.0,-1.346707338,-2.293757642,0.309239436,1.535801723,-0.278842065,0.056952231,4.324596042,bad +2550.0,-2.037481546,1.275922244,-1.686684409,2.481397674,-0.557053766,0.64853414,2.008481011,bad +3437.0,0.246440514,-1.795919477,-0.285911939,1.752957905,-1.724257892,0.678285765,-0.166840905,bad +338.0,-0.87259228,-2.754289686,0.683718341,2.650368226,-2.916745613,-1.274902334,-2.144244362,bad +2438.0,-0.888894506,-3.28406226,-1.954676321,1.166088688,1.860967874,1.806807734,3.612383361,bad +2410.0,-0.357997563,-1.005693846,-3.196444009,-0.543331418,3.02135306,3.13821902,-2.585610903,bad +35.0,-0.955402343,-2.461096775,-4.087156169,0.839107617,1.003216188,4.97563997,-0.98138767,bad +1428.0,0.723747234,0.4138458,-1.1858082,2.168187369,-0.420856453,0.351338811,1.83351112,bad +285.0,-0.441543324,-2.207321539,-2.668634637,0.778623519,0.189522048,3.35459343,0.409553081,bad +3769.0,-0.218791413,0.009783616,-0.47635898,1.784347401,-4.067288995,-0.532407313,1.750426491,bad +2294.0,1.208777849,0.508876745,-0.536408202,0.807476676,-1.660117592,-0.152175201,1.653082221,bad +1193.0,-1.022152515,-2.653267827,-0.914114032,-0.112849379,2.740261362,1.20328494,5.098353797,bad +1308.0,-1.931708639,-2.631425807,0.854285562,-0.248150593,-3.760268736,1.551531447,-1.680970102,bad +2272.0,-1.617963795,-0.128345049,-2.155800609,-0.044336239,-0.294270539,0.480510274,-2.702976078,bad +2365.0,-0.42835413,-1.950528409,-3.013526825,3.60052062,-4.378330514,0.637951422,-0.780995024,bad +2546.0,-2.652331828,-2.056501587,-3.380336254,-0.133385428,-1.322326087,3.999945773,-3.233639308,bad +3676.0,-1.037288412,0.366346116,-4.517652895,1.077038853,0.390722221,2.388542065,-1.382419645,bad +126.0,-2.245482916,-0.047701365,0.250696269,0.771605049,2.243000186,-0.687586724,3.378856539,bad +3647.0,-2.754867776,-0.703909382,-0.459260284,1.88132249,-1.11462496,1.091556689,2.575213796,bad +365.0,-4.767311233,-0.245717716,-1.88996933,-0.116624071,2.042416985,1.975791616,-3.7252244,bad +486.0,-1.715865191,-1.358110131,-0.692590268,0.96165294,2.959096382,2.923618275,-0.43826909,bad +2118.0,-0.799235753,-1.0586878,-2.448060515,-1.491060438,5.794131442,-0.32507994,2.309399752,bad +554.0,-4.233312514,-1.004656266,0.98157445,-1.518984453,1.620568999,1.883151803,-3.0523752,bad +130.0,-3.423662708,-1.835010061,0.79489908,-0.557657446,4.606234531,0.177582667,3.766012647,bad +815.0,-1.234336601,-1.516148546,0.721187524,0.817262734,-0.137655158,0.229357028,0.171314883,bad +3041.0,-1.188255193,-1.739851766,-3.252038601,0.774998566,2.02967327,2.58172908,2.481557725,bad +3233.0,-2.73062432,-1.808060427,-4.085385815,0.172564326,-1.579260064,3.380989136,-3.847081054,bad +2315.0,-1.925099776,-0.066188112,-3.765721909,0.271368432,-1.263130724,3.659783004,-0.465744571,bad +1004.0,0.176604683,-2.675056644,-3.968713203,1.413701336,-4.563024618,3.663401483,-0.162040748,bad +2143.0,2.884909614,0.034586877,-0.305572548,1.462097321,-2.298880373,-0.933146302,1.875565732,bad +2358.0,-3.357879901,-0.40058288,0.694949702,0.445514942,3.151831289,0.675475162,2.650961932,bad +1326.0,1.921797887,0.541022235,-3.652880726,2.268158658,-0.22190076,0.909394538,-0.822828237,bad +890.0,1.183319965,-0.344738139,-1.79992184,0.63167158,-3.324806517,0.120624438,-0.037423169,bad +2015.0,0.476744887,-2.931690827,-0.319191238,0.730416528,-2.869795993,-0.001725056,-3.048404145,bad +3906.0,0.169607816,-0.729545601,-0.826745594,0.993625818,0.276170346,1.91902546,0.526956474,bad +965.0,-4.786532005,0.524409723,-2.730308426,-0.035859296,-0.071000078,3.453095967,-1.334654393,bad +1971.0,-2.377711404,0.231442538,-1.389539701,-0.690197302,0.903693653,2.408731363,-0.82719456,bad +3206.0,-0.606505459,-2.1968009,-2.89354116,0.272768055,0.132270563,3.182930726,0.087091587,bad +3924.0,2.663900623,-0.107396879,-3.744942402,2.244795745,-2.463627015,1.887417495,-3.998428933,bad +3846.0,-0.380778342,-2.505774746,-2.58186292,0.294633688,3.468443628,2.277528728,3.447199193,bad +1089.0,-0.485196417,-1.877842119,-2.113867975,1.76185163,-1.611475075,3.14897555,-3.000289432,bad +1890.0,1.107300303,-0.928860719,-2.560370531,2.852874359,-0.96894183,-0.608932501,-1.203748849,bad +2859.0,-1.198041096,-2.940122087,-2.197295993,-0.513348868,2.705455446,1.880073391,3.502273108,bad +919.0,-2.651578571,-0.378202438,-2.49375469,2.35130877,0.27963485,0.82733629,-1.724640045,bad +2969.0,-2.143788308,-2.540612574,-1.00440071,3.067584696,-1.093234675,-0.205554661,-2.948669595,bad +3337.0,-2.30900559,2.34422865,2.175081006,1.730938479,-0.306653321,-2.609955276,1.062466224,bad +3928.0,-1.406267764,-1.797016283,-0.873765251,1.163186603,-0.207798434,2.364105314,0.408771462,bad +1801.0,-4.844429971,-2.435424135,1.552625496,0.886908126,1.608386216,3.573677573,0.851873006,bad +1301.0,4.123221797,-1.651736417,-0.554215539,3.83887283,-3.748402532,-3.931115735,-0.33283833,bad +789.0,-1.29909173,-1.125194457,-2.018248212,0.112943295,-1.594746863,1.360336988,-2.556007083,bad +3508.0,-2.748699712,-2.852489657,-1.3900673,0.308634436,2.55681627,2.297282447,3.419852669,bad +3523.0,-2.103942418,1.937547057,-1.392326205,2.327345378,-0.610525865,-0.084870675,2.330347175,bad +3576.0,-3.023206613,0.462444204,0.017101868,-1.346225188,1.101464221,2.257115818,-0.662106626,bad +958.0,-3.287873452,-1.738597669,-1.415938417,-0.190586348,-1.13439887,2.389890428,-3.201157829,bad +115.0,0.104978369,-1.600940028,-0.787057496,2.34568665,2.323311417,0.530314357,1.789687083,bad +1746.0,-3.437589995,0.427804198,-2.448607157,1.51957921,0.579347623,2.821186218,0.301496699,bad +3709.0,-2.486787507,-0.602886668,1.37740695,0.77574141,0.626755722,0.46137289,-0.556968634,bad +3180.0,1.978804742,-1.668787148,0.160049961,1.923280521,-1.968769791,0.502736842,1.177378852,bad +119.0,-0.591987065,-2.618652027,-1.073478951,1.114681034,-2.536374537,1.75475805,-1.660639485,bad +399.0,-1.037014436,2.611286502,-2.975672075,0.409859466,-0.583967206,3.587746764,4.405949342,bad +811.0,-4.511513904,2.188929361,-3.494677385,-1.016464622,1.374406703,4.080823227,0.180781197,bad +2321.0,1.119112959,-0.668322898,-4.003993841,0.382810604,0.636288026,1.409675,-1.444479812,bad +409.0,-1.456216537,1.715472496,-1.754080472,0.622814372,-0.237515854,0.169501857,0.819827005,bad +3687.0,-2.575556393,0.390144229,2.850173305,-0.207059684,2.073950561,0.639698452,0.944422302,bad +2622.0,-1.365908433,-0.462259054,-4.854861307,1.96336299,-2.614130827,0.343433887,-2.926853781,bad +2663.0,-0.871054967,-0.312731958,-0.929130782,1.307018672,0.258441677,2.015888942,-0.424229645,good +2937.0,2.123704605,-1.958898206,-4.69974587,0.059349852,1.550436735,2.759098305,-2.154356678,bad +431.0,-1.025057261,0.950649206,0.477779572,0.750320689,-1.667553035,-0.782701244,-1.750282866,bad +1878.0,-1.990189724,-2.16206252,-3.20851244,-1.125715158,4.336457703,2.997893115,1.350938849,bad +3441.0,2.075256662,-3.401850097,0.605650469,1.938238152,-3.454098722,0.419333481,-0.598258687,bad +24.0,0.522960759,-1.428085244,-0.743518743,1.786716194,-4.207543546,-1.825231216,-1.430429857,bad +1091.0,1.283513133,-1.157297482,-5.248092524,0.262142896,4.147181946,3.807475642,-1.310354517,bad +1455.0,-3.72971713,-1.725102309,-3.324947366,1.020205066,0.117062327,3.763385128,-3.05406544,bad +1440.0,-2.114708904,-1.743470154,-0.990137997,1.988602646,-0.467594444,1.322876933,-1.612598392,bad +3938.0,-0.632508369,0.077479024,-0.708541813,-0.204686585,4.109259787,-1.429761252,4.13039773,bad +2503.0,1.176184455,0.384985062,-0.054683432,0.117878962,0.565895687,-4.605001995,3.991795286,bad +3118.0,-0.01666724,0.656369672,-0.165532285,0.802994212,-0.072241294,-2.282700856,0.813678164,bad +1940.0,1.131626749,0.920815316,-4.106681702,2.093650728,-1.951435579,0.943218738,-0.815660285,bad +1757.0,-1.229794676,-0.216692607,2.202853749,1.120275817,1.087726949,-3.566330951,3.428367426,bad +1164.0,-2.320640814,-2.170683069,0.367266388,-0.145761028,-0.912549036,0.934792483,-3.128402267,bad +438.0,0.71795021,-2.854197295,0.131556699,0.982122298,-3.703554308,-1.018045348,-2.920186182,bad +1792.0,-0.590261086,-0.744093853,-1.957694758,1.096279154,2.137060556,2.189599405,-1.266261118,bad +1907.0,-0.427541853,-0.310592109,-0.842202093,0.049583236,-1.484094473,0.238909459,-1.016751894,bad +1351.0,2.007090072,-1.519470292,-2.641234719,1.216188584,-1.988744486,0.998368111,-0.576675064,bad +3122.0,0.073275242,-0.166356756,0.038524116,1.580693131,-0.556596059,-0.730946144,-0.088663441,bad +306.0,-2.254441392,-0.181272307,-0.374981186,-0.641099132,3.268848089,-1.137355411,3.739759196,bad +3211.0,0.099872652,-1.706255735,-1.505287619,0.9914835,3.309562482,2.14310761,0.957153269,bad +3044.0,-1.747493393,-2.094969856,0.096959187,1.958788601,-1.961039667,1.287023435,-0.487158383,bad +568.0,0.100838359,-1.876177672,-0.341839503,1.700262114,-1.170501919,0.385228156,-1.247215776,bad +3314.0,-1.370508202,-1.303096804,-0.314991029,0.316259935,1.939959006,-0.142560201,2.979749725,bad +3294.0,-0.136486888,-0.033948633,1.009494231,1.553068988,-0.902486162,-2.618676198,0.784539205,bad +3684.0,0.918445512,0.512052773,-2.490343,2.640436746,0.93512328,0.952414191,0.11606493,bad +3502.0,-0.695384202,-0.547641145,-2.582377909,0.762240028,2.301142183,3.172154768,-1.918349804,bad +3549.0,-3.665572687,-1.790805601,1.906633041,0.021281231,0.868752981,0.296769053,1.44882124,bad +1833.0,-3.488959873,-2.41981684,0.180392742,1.005165545,1.609519676,1.209563508,5.361157242,bad +525.0,1.641329457,0.097759121,1.398248175,3.298691063,-1.791934976,-2.478749598,2.814021899,bad +3300.0,-2.445312259,-2.510460723,-0.217960517,-0.120860831,2.590837075,1.098858599,2.48128233,bad +1719.0,-2.876533471,-2.882160169,-1.098156523,1.760447437,2.266886444,3.682713103,2.221258172,bad +2217.0,-1.629615639,-0.294618623,-3.063811323,0.510197035,0.022928962,3.972976217,0.3071511,bad +3240.0,0.10158397,-0.315758125,-1.972457545,0.584135157,2.133440464,-0.009839605,2.662200873,bad +3075.0,-1.942924689,-2.666441058,0.551535064,0.272452441,-2.045806745,-1.015649935,-4.813463009,bad +3413.0,-1.679461343,-0.587051639,1.308326913,1.153244098,2.529093933,-2.331674102,4.082158867,bad +3251.0,-3.143221256,-3.61797871,-3.204505945,0.507967879,-2.112489461,3.481044611,-5.256590346,bad +113.0,-2.030890826,-1.642489803,-0.557159577,0.481269904,1.198923061,-0.083993546,5.381199793,bad +3774.0,0.49066744,-2.012218782,-1.482847592,1.380288013,1.065732817,1.376533887,-2.160378945,bad +641.0,-0.166162736,-1.616065118,2.176309075,1.536987609,0.109504033,0.177204712,0.376793906,bad +3855.0,-0.929717989,-2.429990314,1.107567456,1.102608458,-0.446792496,0.603345777,-1.685764024,bad +986.0,-0.932294179,-0.998089717,-2.15008989,0.047793902,1.811954553,1.614354627,1.353161003,bad +926.0,-3.04106033,-2.043459692,-1.298910602,0.856508654,2.040179884,4.474077394,0.138001968,bad +517.0,1.489117723,-0.564749263,-1.795275197,1.464253868,-1.172761989,-0.362617184,-0.62391155,bad +1332.0,0.519095639,0.493767485,-4.358784668,0.202791254,0.263817051,2.967692158,-0.222751026,bad +3257.0,-2.780291562,-3.215575135,-4.824952064,0.83398463,-1.573736329,4.680339912,-4.781573815,bad +3834.0,-1.365774478,-0.927933605,-0.922272697,0.114198653,1.449046492,0.196497333,0.882688273,bad +2345.0,-0.164358007,-3.281920094,-0.815664297,0.645558081,-2.636687462,0.63338743,-3.552345851,bad +1886.0,-1.596484485,-1.274306977,1.071963468,3.170016773,-4.227575327,0.469194695,0.227169191,bad +3003.0,-0.692216552,-1.029835088,-2.47627873,1.525174989,0.123992752,4.055425166,-1.968351619,bad +3083.0,0.002626953,-1.048111588,-2.290952504,-0.232486653,2.029042557,2.401858963,-2.469547062,bad +914.0,-3.699118599,-1.922430354,-1.971064255,2.204418404,0.115186441,1.769828258,-3.135860673,bad +1375.0,-1.682198967,0.568254915,-1.091793988,0.10417474,1.862260749,1.441508421,-0.572295971,bad +2744.0,-1.210278046,-1.877977297,-0.837016593,1.916409607,1.866807943,1.752718605,1.512497334,bad +508.0,-2.069803047,-2.174906078,-1.271278847,1.575417631,-0.66219489,4.134098994,-1.658382639,bad +2467.0,-1.234839187,1.269943936,-2.430020418,1.796216723,-0.442039985,1.229420582,1.691561916,bad +1686.0,-0.901134943,0.377960767,-1.384906987,1.878639836,-0.710147128,1.381542995,-0.442221981,bad +1036.0,-2.393737138,-1.021335687,-1.341564433,-0.900340534,0.295517853,4.508038113,-0.69651361,bad +2212.0,-2.18697369,0.679478079,-0.83236244,-0.299714631,-0.447194461,2.10493896,0.871449566,bad +1953.0,-0.260982421,-1.678096148,-1.70758801,1.779167319,0.902480961,1.692855105,1.342735852,bad +654.0,-0.275248554,-1.487134044,-1.729445652,1.669277592,0.016900464,2.64839962,-1.016744147,bad +3979.0,-4.397350002,0.066896439,-1.671907583,0.153639888,-1.314626186,2.336337795,-0.912977459,bad +1581.0,0.762014747,-0.424922931,-4.20787176,0.632936402,0.803628061,2.27390094,-1.874856057,bad +3046.0,-3.920387036,0.09828225,2.720421954,1.701633639,-0.071040213,-0.96264805,3.259328603,bad +297.0,-3.853828776,-1.86823305,1.41524288,1.591272878,-0.062191189,2.390216064,1.798356068,bad +2605.0,-0.991961517,-1.709689285,-1.439927254,1.341054779,1.250828142,1.360365448,3.387447604,bad +2766.0,-2.181376679,-0.541304118,0.207148915,2.838885768,0.328164624,1.425066661,1.487473202,bad +2997.0,1.284971642,0.849861715,-1.540319903,0.692405613,-2.28322062,1.396856784,2.801796005,bad +3210.0,-1.837120181,-0.029495946,1.403076051,1.582249104,-1.206133615,-1.79449251,3.201419042,bad +2841.0,1.480875623,-0.94083174,-0.27786532,2.074134985,-1.898656226,-0.327589598,0.958543825,bad +1553.0,1.228133935,-0.27837412,-0.018929023,0.849223048,4.325025535,-3.118162379,0.693524526,good +1613.0,0.11574871,-1.427963833,-3.180721747,1.058497894,-1.318697024,3.461465699,-0.924374191,bad +61.0,-4.67414092,0.797045882,-0.897212669,-1.393983171,0.492129797,3.201707789,-0.58628671,bad +280.0,1.407604717,-1.27403814,-3.740198128,0.637889095,1.148405803,1.561490156,-0.060036533,bad +289.0,0.489450916,0.377926104,-2.884146172,0.50974013,-0.167083939,2.295174418,0.427387406,bad +2079.0,1.109550502,-2.790130715,-0.32244415,1.797326115,-4.667150083,-0.25245425,-1.126932496,bad +2013.0,1.636526645,-0.331392898,-5.286588447,0.624402136,2.179352822,2.365220567,-1.377681864,bad +2770.0,-0.48080808,-0.274953374,1.71073011,0.902144594,-1.232410288,-0.744000285,1.002717725,bad +2198.0,-4.624721982,0.256553221,-3.986957075,-1.721884152,0.068653567,6.503375218,-0.918587296,bad +2980.0,-2.490614877,-1.743449778,1.512438903,0.197464764,0.262049147,-0.968833827,4.705961188,bad +908.0,-0.477195098,-0.563953679,3.055651672,1.079078944,-0.301910354,-1.203179955,0.97284771,bad +3720.0,0.019534348,-3.379991914,0.249238365,4.411003903,-2.640517151,-1.491505988,-1.597359527,bad +642.0,-0.151142464,0.150734746,-0.476624112,4.326437218,-3.065631815,0.528821689,-2.130460727,bad +2968.0,-0.198627327,-2.353435819,-5.271683657,0.241118137,2.626928727,5.135221497,-1.103758111,bad +2073.0,-0.396577114,-1.999882587,-1.20753401,0.483109256,0.057674238,1.387186382,-0.095012373,bad +3471.0,-1.370552293,-2.61157483,-1.75820626,-0.290133963,3.466107661,2.74215023,2.527526345,bad +3656.0,-1.527219302,1.658760833,-4.080014991,0.860941315,-0.974705665,1.51182187,0.422928552,bad +3794.0,-2.514741907,-1.150967215,-1.492608484,0.349839524,0.894063903,1.833297397,-2.645657128,bad +194.0,-2.937618954,-0.707787835,1.111767952,0.697300735,0.991532995,0.388504227,0.848923139,bad +1355.0,-0.87585013,-2.291565605,-0.461970756,1.602551235,0.310770903,1.69188047,-1.559336557,bad +3929.0,-2.459718265,-0.092113714,-2.267755132,2.287133033,-0.003068792,2.449857292,1.245359039,bad +710.0,-2.532791508,-3.123671509,1.117364292,-0.279016526,0.154359374,1.752811559,-3.755760233,bad +2237.0,-2.130262978,0.174759642,-4.645906324,0.682926691,1.107156576,3.909198899,-1.075780377,bad +1623.0,1.863796993,-2.746752556,0.88676729,1.410065996,-3.917206766,-0.762653476,-0.917775403,bad +2270.0,-3.76952255,0.377353428,2.823275668,2.978486222,-1.665853566,-1.740688833,4.157028537,bad +1016.0,0.209388633,-2.04750402,-1.248701084,2.054072106,-3.073830134,0.5649855,-0.909613055,bad +1718.0,-1.657334258,-1.311311117,-0.355286092,2.670952973,-1.40101998,0.618683383,0.044191872,bad +3995.0,0.059386435,-1.067408437,-3.714548659,0.473051652,1.697986305,2.244054722,0.137784369,bad +3101.0,0.45165868,-1.313035383,-2.434208197,0.071708563,-0.890501657,0.113731169,-0.232190647,bad +267.0,0.391502374,-2.231925032,-4.272946199,-0.252954061,1.472741626,2.700868622,0.236001317,bad +3191.0,-3.455867868,1.324931134,-1.186445338,-0.846702886,0.689681928,0.68201662,-1.453396762,bad +2344.0,-0.982920666,-3.102776576,-3.612113188,1.020610856,-0.000245441,4.887297371,-0.523976498,bad +2591.0,1.012013179,-0.344147509,-2.407845465,1.058490246,-0.474580603,0.889135537,-2.58188348,bad +2415.0,-4.784913782,-0.602437117,1.405474162,0.052517666,0.562505789,1.62012625,-0.965657546,bad +2631.0,1.792651291,-0.35959446,-3.347493742,-0.710611793,3.067666128,0.016204302,0.681981804,bad +844.0,-3.400132749,-0.985380212,0.018261124,0.93448081,2.549179978,2.95947032,1.565061386,bad +3968.0,-0.623133721,-0.096714319,-5.22627069,-0.603652309,-0.098712083,5.29496991,-0.703213729,bad +1558.0,-0.545592892,-2.922679324,1.049423304,1.374364161,-3.747002011,-1.79922924,-3.077711231,bad +3185.0,-0.703671021,-0.870704492,0.060564413,1.07055025,-1.846312559,-1.293248073,1.215772084,bad +1445.0,1.662117691,-2.818372854,1.266353556,2.46829373,-2.928958286,-1.31381251,-0.541750458,bad +2062.0,-1.621702992,2.119195275,-1.657404139,0.817748042,-0.984821766,0.230291598,1.501762219,bad +2726.0,1.673600972,-2.944650221,-0.808786918,-0.347025265,-2.738148845,2.044294982,-1.936085259,bad +3352.0,-0.141911268,-1.152842376,-3.636526228,1.57322056,1.5648673,4.200538397,-1.433368628,bad +883.0,0.316580405,-1.419342914,-2.793661703,-0.561515274,2.987417367,2.030202575,-1.256130956,bad +2533.0,-2.54893522,0.573118763,1.310391555,1.439321216,-1.119379123,-2.191951197,3.220223691,bad +2.0,-0.292023862,-1.351281995,-1.738429162,-0.342615928,2.838635512,-0.038033328,2.621636473,bad +2203.0,3.968753217,-1.730660517,-5.193295838,1.30957223,1.044069542,2.239637976,-0.844435863,bad +3813.0,-2.263264008,1.163362206,-2.768287355,-0.809678004,-0.335848166,3.420047987,0.630023525,bad +3406.0,-0.982356359,0.297004921,2.227891064,0.526645298,0.454336766,-4.182876999,3.905349775,bad +1086.0,-0.670604021,0.120199857,0.36261192,0.747603899,0.777548867,-2.264454118,4.17939151,bad +527.0,1.20678634,-0.508979201,1.736206944,1.301010753,-0.556148589,-1.332051678,1.009155619,bad +3620.0,-4.90039376,-1.68614801,1.897961246,1.443063785,-0.261357195,2.294371088,1.503667484,bad +3579.0,-0.491808951,-0.034896618,-4.408895217,2.996397173,0.170094807,1.823366439,-0.26541206,bad +703.0,1.106745865,0.367475602,-0.525265842,2.16808085,-2.019267894,0.072109686,2.862160014,bad +3461.0,0.392399322,-1.768947582,-3.520032851,1.771003151,0.023679912,1.888192916,-2.615350549,bad +1027.0,-0.267140934,-3.384006852,4.079122898,2.317536273,-1.937529179,-2.740641238,-1.96567694,bad +727.0,-0.095512382,-3.142715263,-3.770586596,0.349588686,1.954212581,3.927793628,0.73058333,bad +1439.0,0.012611205,0.348714561,0.193004805,-0.134781289,-0.198722363,1.213644879,1.622219956,bad +3423.0,-1.728966019,-0.200063229,-0.367299436,-0.281672945,-0.773343649,1.562823205,-0.282558364,bad +3342.0,-1.052251562,-3.275731516,-1.498742029,0.303527884,0.081703617,2.455966268,-4.412881167,bad +1065.0,-3.193771996,2.130105726,-0.247501191,-2.620954157,4.226314433,4.59034704,1.529106684,bad +2977.0,-1.661266138,-0.51612929,-1.100306462,-0.251146092,2.521782096,-0.529969803,4.207055592,bad +2449.0,-1.763818073,-0.88671809,-0.088733995,1.73953074,0.680226695,0.69054416,2.5054737,bad +2475.0,-2.779781776,-1.456217016,-0.94383564,2.319533872,1.313009926,3.181730586,2.724627734,bad +3870.0,-2.287735912,-1.827261033,-1.487680672,0.060518219,3.199844886,2.187911184,1.222003358,bad +8.0,-3.867632233,-3.734513576,0.986429067,-1.20765455,2.292872919,4.080920787,-4.871904758,bad +2436.0,-1.00546819,-1.182540427,-1.238056262,0.553497265,1.36718342,1.915298727,-1.750481108,bad +885.0,-0.198735513,-2.063500805,0.563590169,1.26890362,-1.865621017,0.173999543,-1.02428096,bad +2914.0,-1.688580989,-1.766127996,-2.873939166,0.605564447,-1.116731368,0.252804418,-5.103210963,bad +3633.0,-1.017692212,0.806514438,1.131862001,2.677221643,1.181504985,-0.972329056,2.181118542,bad +980.0,-0.406506734,-0.437559455,-3.781863088,-0.576977194,2.942047656,2.842255432,-0.272164508,bad +1716.0,0.644190014,-3.054138276,-2.733922134,2.096807708,-1.999291701,0.921604931,-3.255799747,bad +1132.0,1.533989948,-3.797470264,-0.638919511,1.761017756,-2.654441681,0.764131352,-2.403407092,bad +1816.0,-0.615630396,-1.958213438,0.776336804,0.580399266,-1.557716279,1.666101105,-0.043227512,bad +2144.0,0.155710034,-1.449870396,-3.619583428,-0.488881607,3.142917445,2.725126311,0.240346626,bad +2421.0,-1.9697576,-2.089268533,2.437096876,2.397509542,0.325860192,-0.408155617,-0.833616032,bad +1202.0,-2.336503631,-0.405097474,1.364606675,-0.800631969,2.657240094,-1.812021515,3.889340641,bad +3888.0,-3.347526566,-0.658126237,0.305821114,-0.177416906,2.042146386,-0.390283345,2.604484205,bad +250.0,-4.401879009,-1.880835494,-0.18552821,-1.155767962,1.51741081,2.435939123,-4.663497109,bad +3207.0,-3.010789725,-0.639898416,-2.456270868,-0.728440694,0.553475726,4.755782119,-0.827880576,bad +2248.0,-1.885163654,-1.8792915,-2.436200191,-0.25342798,1.921175237,4.025957709,-2.545404117,bad +2810.0,-1.952355837,-2.334649835,1.009871062,1.460250188,1.372605121,1.579299527,0.021318706,bad +434.0,1.222096386,0.303504841,-1.982635477,0.965516707,0.819295466,-1.363117743,-0.145661877,bad +234.0,-1.50483579,-0.60984849,-1.535147411,1.821917704,-1.006640427,2.052719703,0.53068575,bad +2633.0,-1.702805635,-0.9829416,1.683177037,2.360648269,-1.154850224,1.481467282,2.68483651,bad +2687.0,1.71377231,-3.247276583,1.492486574,0.465715945,-0.454654045,-0.147997262,-2.47195567,bad +1598.0,-3.12002204,-2.34091601,0.716613666,1.501953081,0.324865566,2.277847865,1.723307547,bad +3690.0,-0.05330966,-0.450788314,-0.046452614,0.70069933,1.640553202,-2.093953123,3.592090472,bad +2406.0,-0.798666414,-1.249804845,-1.937469648,1.538208658,0.323593495,2.761658179,1.428455306,bad +3827.0,1.167294799,-3.367665433,-1.212393907,1.975573574,-3.05134541,1.434680904,-1.384707721,bad +3528.0,2.509492887,-1.462284095,-5.027305773,0.872108034,-0.257888163,2.322183456,-0.207245857,bad +1095.0,-1.329334503,-0.884329634,0.555107611,-1.757294356,-1.231742261,2.766071821,-1.488721191,good +1175.0,0.087577087,-0.274182776,2.016603624,-0.402174733,4.107583543,-3.34677381,3.991479474,good +1281.0,-0.782699379,-2.636618844,-2.195282572,0.398295827,-1.502894786,1.09041872,-4.575521131,bad +3373.0,-0.542642475,1.188660038,-2.618001759,0.48740168,-0.900953302,0.747661723,0.282464485,bad +3937.0,-0.206441389,-0.291952423,-4.774955471,2.865700766,-1.921259374,3.387468279,-0.229714061,bad +976.0,2.886356175,-2.892565055,-5.958315347,-1.051182032,5.915578869,2.007149325,2.700550217,bad +1289.0,-0.01470134,-0.229602073,-1.446877276,0.232657818,-0.477786275,1.299358042,-0.366087423,bad +1975.0,-3.561546689,-1.350700443,2.520922891,2.384896118,-0.643283894,-0.115916744,1.303473702,bad +1537.0,-1.419314255,0.214028072,-3.330630021,-0.602418218,-4.48698161,1.760901209,-0.762112528,bad +3862.0,-0.176031042,-0.38774258,-3.019427506,0.965269897,-1.967858609,2.088537845,-0.050037559,bad +2053.0,0.302576134,-2.011766605,1.900143092,0.53308974,1.703285297,1.261360049,-0.449605316,bad +1140.0,-0.097817579,-1.749790873,0.105745292,1.17334842,-2.867315063,0.48788545,-0.364658365,bad +813.0,1.666354406,-3.521163155,-3.208839842,1.834060148,1.008371578,0.487534028,-0.46500337,good +3446.0,-1.021611567,-0.922129608,-1.368790459,1.51939121,0.340209416,1.273812043,0.486558229,bad +859.0,-0.439465957,-1.054024458,1.611051597,0.542554963,0.657318402,-0.911034624,-1.336415136,bad +602.0,0.440097677,-0.536274042,-0.854270771,0.160994771,-0.049758099,3.081594887,1.334893586,bad +120.0,-3.835874261,-0.838795598,1.412859983,2.251267651,-0.343720948,0.946562081,1.66131914,bad +3292.0,-0.991445728,-3.005212963,-2.63099777,-1.783797928,3.089309138,3.375042071,0.60485971,bad +750.0,2.28939051,-1.708811464,-0.828780567,3.015667814,-3.718843645,-1.36673699,0.254018717,bad +3948.0,-2.576074317,-0.412263888,0.423857954,1.06748333,0.149400357,1.331708104,-0.071538203,bad +1615.0,-0.142934544,-0.306921063,-0.428423468,0.170553841,-1.842671307,0.910788276,0.442710961,bad +1794.0,-0.85260778,-2.40937677,-4.204689839,0.284769457,-2.557982346,4.092179418,-2.878008873,bad +3597.0,-2.980468841,-2.408950137,-0.781806478,2.80575129,1.012393879,4.778509976,0.821488579,bad +585.0,-2.824673615,-0.676215564,-2.058004805,-0.024300105,0.70355478,4.537926666,-0.221104798,bad +659.0,-0.140942703,1.09209304,0.269282516,0.584293598,1.540495566,-3.2635871,0.526873773,bad +1505.0,1.554355711,-0.207133256,-1.542193574,1.114184411,1.266529561,0.048257179,0.472938272,bad +2942.0,-1.038916701,-0.707595131,-1.943050206,-0.371585947,-1.612993672,2.083837167,-1.375301757,bad +2082.0,1.223932556,-1.578319,-2.496060409,1.978215753,-0.999783719,1.465061575,-1.494874657,bad +1069.0,-1.090186609,0.376934444,-2.759203843,0.645653472,3.195249541,1.435176416,0.859575031,bad +2134.0,-1.477334939,0.59828092,-3.958936412,1.108406414,-2.308383452,1.971056762,0.200554236,bad +767.0,-0.129844431,0.404794761,-0.50159161,-0.459808117,2.756893652,-2.082683625,0.243968297,bad +3335.0,-2.429393276,-0.072492924,0.675312577,0.6567841,2.658558184,-0.018457088,1.42771444,bad +2183.0,-0.665620915,-2.231718194,1.319768985,0.581922393,-1.235713678,0.633911223,-1.161427669,bad +2701.0,1.079799917,-0.988307049,-0.411346386,1.814925328,-1.571417811,-0.689969668,0.549905438,bad +1227.0,-0.916952492,-0.950611853,-0.256108011,0.484719289,3.902784978,-0.301516551,1.892157515,bad +2745.0,-4.703583248,-0.233748205,1.500172212,0.374014909,2.33645078,-1.571268893,6.348869952,bad +3605.0,-3.113513623,0.534318213,-0.359147815,1.460500509,2.077844049,-0.118129916,-1.141635635,good +1064.0,-0.536626774,-0.392359184,-0.599253443,0.453529876,0.793828473,-0.225256194,1.217177815,bad +978.0,-1.745117226,-2.074040424,-0.430170272,1.386735918,2.482312367,1.441093641,2.97738182,bad +1365.0,-1.973096645,1.731856779,-3.32200278,-0.698491334,-0.610942373,3.563733566,1.426287521,bad +371.0,-2.485168696,-1.009283719,-4.66095149,0.47823593,-1.340586966,4.170449393,-2.090361332,bad +1045.0,1.180684457,-2.421924951,-0.852580576,2.409147443,-3.602378483,-0.806212815,-1.416347007,bad +3643.0,-0.491633391,-0.602562968,-0.206738132,0.906869069,2.235162841,-0.902593416,2.926372989,bad +2185.0,-3.920566819,-0.313419166,-2.418484332,-1.320245912,-0.681633858,3.743094827,-2.269809075,bad +630.0,-0.807361964,-1.075166759,1.681408481,1.122940771,2.564610737,-1.535371539,2.943281752,bad +1866.0,-2.496917867,-0.203405436,0.580432387,3.314877978,-4.182210626,3.550163802,-4.950918747,bad +3223.0,-1.941595223,-0.253941447,0.179096774,0.585305555,0.266427133,3.550085296,2.434947598,bad +1166.0,-1.346614238,-1.262771123,0.383208103,-0.219119223,-2.547747984,0.792741462,-1.052173301,bad +2887.0,-1.314979587,-0.335751571,1.399074734,1.743668333,-2.625290099,-0.54164893,-1.721968946,bad +856.0,-3.274338775,0.212383753,-4.089663305,0.52718621,-2.716781477,0.826576671,-2.924449787,bad +3045.0,0.923390881,-0.887100649,-1.802853232,1.918978558,-0.357687583,0.555588822,-0.37351141,bad +3989.0,-2.282625068,-0.225516825,-1.69852417,0.936854691,-1.385481004,3.249894187,1.047021307,bad +3245.0,-2.075526622,0.930244735,-1.116749954,1.947498439,-0.375493057,-0.830434881,-0.15793634,bad +3522.0,-1.562730541,-1.248686785,-0.127256543,-0.200353104,4.489207368,0.532332799,-0.506908778,bad +2167.0,1.931473554,-0.322816607,-2.582809534,0.634081671,0.813084086,0.786990756,-3.261756459,bad +712.0,-3.900710623,-1.295270791,-0.882283558,2.53104502,-0.866996586,2.692471885,3.616898168,bad +3012.0,-2.34896203,-1.494003637,-0.145984118,-0.083063385,-1.701186597,3.296392015,-0.104389292,bad +1714.0,-1.732414015,-0.26666123,-4.96352506,0.565701634,1.058149365,3.363087046,-2.491870668,bad +3993.0,1.520142496,-0.352622763,-3.206467364,1.341719009,0.67556807,0.107093121,-0.945080106,bad +3815.0,-2.252233369,0.194034032,0.878376528,0.846849517,1.62142039,-1.119036794,3.825229936,bad +545.0,-0.264935562,-0.623333223,-1.731227251,1.366688546,-1.781640647,1.123858306,-0.205165577,bad +2012.0,0.113910605,-4.077218074,1.572995243,0.961492299,-1.384921189,0.4959419,-2.870237493,bad +2611.0,-0.408330803,-0.295654204,-2.009991509,0.513459875,-0.813593278,0.551774191,0.683851588,bad +2081.0,1.637304029,-1.26337978,-2.504234279,2.175048438,-1.618213406,0.743970264,-1.014262058,bad +2767.0,-2.596229438,0.62915345,2.885897542,1.54810316,-1.400055584,-2.251373139,1.496261501,bad +2604.0,-0.446196507,-2.524046646,-3.290392052,0.456225621,2.693585458,3.359012021,0.894756027,bad +2692.0,-1.336614769,-0.953664344,-0.335851672,1.314613381,0.885873038,1.376948966,0.643951904,bad +72.0,0.562851227,-1.827989146,-4.622243679,-0.32573547,2.578804915,2.481541376,1.152768549,bad +2561.0,-0.635269137,-2.671118033,-1.942208154,0.779932972,2.417681304,2.099233772,2.095870617,bad +2260.0,0.471371607,1.959783857,-2.666020604,1.536069896,-1.871499074,-0.872589878,1.634416382,bad +298.0,1.137548388,-0.312700661,-1.40331843,0.531703456,-0.584180107,-2.711620839,2.720059239,bad +3201.0,-0.854770543,-0.967949043,-0.954626554,0.707906164,-0.145046823,1.798923073,-2.290337606,bad +116.0,-1.051734165,-3.067908145,-2.904858823,-0.622345331,3.705094866,3.241975298,0.639425812,bad +3671.0,0.946689459,-2.081213324,-0.111165921,2.136934946,-1.980891217,-0.782724507,-0.994363844,bad +1400.0,1.11514795,0.174716415,-2.742140262,1.191594835,1.538984606,0.045979716,-0.221227947,bad +2442.0,-0.038432816,-0.066770252,0.655297197,-0.15156905,1.432518508,-3.565192323,2.302842585,bad +1314.0,-5.015906139,-1.95026027,3.213235443,2.778096614,0.831640398,0.039786534,3.597187215,bad +3059.0,0.224286836,0.30939625,-0.272196909,1.335201357,-2.086991224,-0.682313747,1.241980192,bad +1460.0,2.215098167,-1.099341276,-5.548641056,2.028464889,-2.620135894,2.745120048,-0.225686776,bad +2924.0,-0.983968566,-0.674530011,-1.325807187,0.156124206,1.965410725,1.399194442,0.76256805,bad +3505.0,-2.251848066,-0.167769259,-0.073715424,1.639973659,0.505095592,1.747491356,-0.299899373,bad +5.0,-3.425399755,-1.409082204,-1.913511195,-0.555774864,-3.85307147,1.914615916,-2.981523169,bad +2047.0,-2.493141863,-2.4383657,0.709133346,0.462362112,-0.888791201,0.528669242,-3.235766411,bad +931.0,-1.476159999,-0.320603978,-0.424914108,0.313640904,1.135044969,0.919930371,-1.361351188,bad +2796.0,2.30265332,0.006486858,0.424283565,3.784722413,-4.559267753,-2.745121269,2.423539068,bad +2903.0,-1.922402855,-1.633456782,2.072286341,-0.05387891,-1.369923712,1.32431455,-0.127804206,bad +1311.0,-3.493788147,1.059958508,0.570133362,-0.483622993,3.338799225,-0.600853805,-1.563236348,good +938.0,-2.268914775,0.350618595,1.023267026,0.000145975,1.019194058,-1.322799372,-0.022774534,bad +2779.0,-3.197598123,-2.661838772,2.393405069,-1.525591325,1.656315484,3.576079637,-1.946933753,bad +161.0,3.256911049,0.976144038,-0.403344001,6.2978733,-4.283277957,-5.864598918,3.499264098,bad +226.0,0.585207822,-1.480399294,-1.530431723,1.59253166,0.2212905,-0.046626258,1.508887162,bad +633.0,-0.202374841,-0.594788846,0.3639094,0.899560115,1.548777068,-2.004959237,2.990700053,bad +3777.0,-2.307982611,0.711822127,1.07760561,0.836616349,0.777547378,0.506659649,-1.326927462,bad +3795.0,-0.096732525,-0.778446101,-2.20105976,2.195875295,-0.888499114,0.383811914,-0.70532865,bad +3307.0,-1.561175378,-1.003403528,-0.177572787,3.168429813,-1.721205206,2.084304622,0.599425465,bad +2619.0,0.884917783,-0.523464577,0.558704461,2.036824282,-1.626659543,-0.17503158,1.783110374,bad +3716.0,0.214291389,-0.701338673,0.408814829,0.778462481,0.927361115,-1.54708877,1.495648024,bad +869.0,-0.971714995,-0.202241322,-3.069909226,-0.002042764,-0.516062475,3.160649884,-0.524903868,bad +2705.0,-3.013930597,-2.124815524,-1.216383517,1.796155262,-0.434782869,2.66586226,2.719665829,bad +1753.0,0.184761262,-3.141016491,0.97788226,2.190711935,-0.49757596,-0.809477794,-2.814901901,bad +2139.0,-0.601344922,0.652419419,-0.924715005,1.870702994,-0.862522623,0.858215897,2.199468715,bad +1777.0,0.812168213,0.026105061,-1.078912495,1.414684698,0.057750458,-2.101524746,0.794783487,bad +946.0,-1.769068506,-1.490856125,-0.414663062,0.323572213,-0.778968665,1.591536266,-1.507770861,bad +1034.0,-3.965589181,-0.493043848,2.152553894,2.134582645,0.051290269,0.846337254,1.901277095,bad +696.0,-0.632413036,-1.626405702,-2.042109019,1.985253507,-0.47050198,-0.005982958,-3.024115524,bad +2074.0,0.876894343,-0.900903692,0.373229025,1.062839806,-3.230269148,-1.771602296,-0.550514699,bad +720.0,-2.828707352,0.864626494,-3.149638826,0.005376275,-3.261025914,4.171440258,2.102061885,bad +3366.0,-1.909341249,-0.709309168,1.275945101,0.458010481,-4.513731324,1.385947526,2.236754113,bad +2662.0,0.53877598,-4.334066961,-0.515159177,0.157783307,-5.551168332,-0.360176206,-4.904935908,bad +1154.0,-0.874896299,0.011822651,-0.537831671,-0.586203463,2.127164625,-3.426365031,6.13106252,bad +1049.0,1.330044421,-0.790754642,-1.283551417,3.536156118,-5.814307615,-2.079250298,1.387407917,bad +3463.0,-1.239651457,0.36606138,0.807625151,1.972593022,-0.185774444,-0.530325324,-1.354379192,bad +1242.0,-1.661675826,-2.046503062,1.485181834,-1.047285191,-1.814196382,0.318409263,-2.77866477,bad +1635.0,-1.333447032,0.26797796,-0.163473966,3.302050197,-1.782411805,1.754451705,0.703823703,bad +1416.0,-4.014325899,-1.640122355,0.275667804,-0.385111546,1.903509843,2.589518396,-3.072402945,bad +964.0,-2.001123151,1.60274403,-3.244801938,0.584508393,-3.101521977,0.967394403,0.602466039,bad +3332.0,0.963711311,-0.186028867,-1.403153995,0.906509406,-0.994087228,-0.044597397,-1.661294173,bad +3034.0,-1.14932882,-0.268538917,-0.306435319,1.210006374,-0.527831516,-0.405037647,-0.782556409,bad +1509.0,3.104959013,-0.992530811,-2.083382497,3.240998802,-2.214554097,0.153248959,1.472535448,bad +2782.0,-3.044406496,-3.321535107,-2.379082597,-0.326562732,4.54957557,3.854801169,3.767958209,bad +2829.0,1.158013134,-1.190359108,-0.897678285,0.749509201,-1.872371005,-0.8293506,-1.752809114,bad +1654.0,-1.924684143,-0.481092628,1.244390481,2.320035719,-2.890465121,-2.095219002,0.206405898,bad +3748.0,0.625605596,-1.200929107,-2.874731627,0.431195818,3.157479239,1.889707544,-0.101481348,bad +2276.0,-2.2051038,-2.963374173,-0.461295008,2.345019483,1.720931319,2.75898409,2.589351111,bad +1125.0,1.057962295,0.248017513,-1.842699028,2.497554107,1.083571384,1.18973283,1.702742816,bad +494.0,-2.025038956,0.617574842,-2.354572134,0.55135742,1.62299779,2.483067602,-0.155858708,bad +2065.0,-0.007440284,-2.044055725,-3.74941026,1.002636329,-2.526519517,2.465675722,-2.37639469,bad +1318.0,-2.918443665,-1.02065579,-1.721626587,1.309935384,-0.442591863,5.066804156,-1.02746287,bad +2836.0,-3.549489477,-0.976954215,-2.239476802,0.001589941,-2.469423873,2.354201393,-2.141371139,bad +3353.0,1.241924227,-1.406933194,-2.660403572,1.484719716,0.954246851,0.25389299,2.039177066,good +1895.0,-0.320493374,-1.188782253,-0.23538073,2.217147282,-1.183967144,-1.254941382,-1.632354203,bad +1674.0,-1.132557682,-0.462099742,-2.043910543,1.561229857,-3.717128152,0.492360966,-0.201099027,bad +3103.0,-2.822616736,0.375348605,-0.26998543,3.01385744,-2.198989531,2.905699549,-1.016811874,bad +2470.0,2.200067918,-0.409745976,2.419940671,-0.189508486,2.907596425,-1.872339123,7.193374375,good +1226.0,1.915729823,-0.437225779,-1.954513986,2.937397006,-1.998594481,-0.004191505,1.543986894,bad +123.0,0.695632239,-1.669059782,-1.442125181,2.189043678,-2.767055359,0.764050341,-0.12163975,bad +1515.0,-3.137630759,1.297003108,-1.107131976,-0.118946447,-1.450762919,1.852000901,1.243595847,bad +2197.0,0.905023916,-0.614958583,-0.252101135,0.612676885,2.457078051,0.052657308,-2.492708194,bad +2460.0,-1.204352153,-2.990568901,-2.339026072,-1.368078407,1.068931692,4.645671754,-4.559664683,bad +2017.0,-0.922571016,-1.977241857,3.45111512,3.809665715,-4.929679162,-5.611399924,-1.094247351,bad +3578.0,0.000305633,0.239963341,0.732234161,2.56172321,-1.573331581,-1.266561987,0.267861555,bad +2239.0,-2.244004187,-1.23310486,-1.746307313,-0.973217303,-1.834335577,3.342083251,-1.888234231,bad +2690.0,-3.394366903,-1.414298254,-1.312896644,1.102758093,-0.103618875,3.000842977,0.922163803,bad +3238.0,-2.564935252,-1.54168123,1.628078637,0.830584429,1.628192068,-0.573444885,4.072019984,bad +1658.0,-0.377567852,1.11819649,0.429447967,2.384569629,-1.249721644,-0.302082415,-0.687521898,bad +1096.0,-0.930772193,-1.130286058,1.215034583,-0.592831471,-1.575230997,0.259948342,-1.200659973,bad +620.0,-1.101070039,-1.92838726,2.487759679,0.447987727,-1.069122939,-0.007834618,-0.651893154,bad +1214.0,0.040472361,-1.633222097,0.315512495,-0.601401774,3.664472666,-1.831720401,3.404747277,bad +3693.0,2.120291411,-1.063668331,1.514873772,0.452446875,2.315999673,-0.230587543,-0.155481559,bad +3208.0,-2.040775186,0.404061766,-2.528924654,0.374761343,3.000332571,2.466241409,-1.267032978,bad +2648.0,-0.874039998,-0.962202731,-0.286629621,0.438800147,-1.683865766,0.029899352,-1.413254569,bad +937.0,-1.848506502,-1.762635081,-0.935232191,0.303709041,-1.094395254,2.633336734,-1.474869921,bad +3008.0,0.655191069,1.327015645,-3.363186041,2.936746879,-0.248973535,-0.520331611,0.999308201,bad +154.0,-1.686955832,-2.204779193,0.521074661,0.700608712,-1.900296944,0.541469431,-2.179682618,bad +1563.0,-1.87187485,-0.233304283,1.115992715,-0.305702292,-2.166264901,0.999810482,0.811045605,bad +178.0,-3.075078731,-1.516497512,-1.668607355,0.17190714,1.103576195,3.378228149,-0.001593958,bad +3319.0,-2.894795693,-1.649702587,1.820986308,2.706713255,-0.484924511,-0.581211313,-0.771607308,bad +2357.0,-3.206681896,-1.716681267,-0.082223498,1.22756513,-1.268323477,0.676231709,-2.450416593,bad +1508.0,-4.582008035,-0.690927205,2.54853632,1.581516514,-0.945479441,-0.211552346,2.345164631,bad +2747.0,0.306668641,-0.74368876,1.136883771,1.260162577,1.445847734,-0.621493705,-0.93849036,bad +1756.0,-2.160043171,-0.505209918,-1.273400685,2.283967672,0.429886097,1.64634029,1.663726188,bad +2291.0,-1.092104469,-2.319824263,-3.241269472,-0.615612564,3.810939232,2.543286344,2.563835795,bad +3411.0,-2.120911484,0.645851923,-2.41137588,1.605659766,0.231259413,1.785404174,0.355960178,bad +10.0,-2.69933629,-1.329506988,-1.418506853,-0.625545768,2.371074371,3.403164523,-2.810808169,bad +2645.0,-0.863032499,-0.349711418,-1.16755233,2.901152919,-0.073192536,1.42795157,1.040265446,bad +1977.0,-2.688513327,-0.069366586,0.120966831,2.607860708,-3.383996159,2.086026546,-3.547965513,bad +594.0,-1.263806137,0.399645379,1.686488994,0.322649272,0.43191545,-1.133985409,-0.067312574,bad +3754.0,-0.034491468,-3.606194383,2.601699328,2.882483333,0.29195067,-0.292868579,-1.394184455,bad +2396.0,1.609033248,-0.766501159,-2.976002286,1.438299938,0.937640946,0.267792074,1.283893863,good +1831.0,-0.956354026,0.990503736,-2.189060121,0.758419861,-0.612462867,0.660521787,0.119975723,bad +2528.0,1.198297206,-0.612413596,-2.704168006,1.728538891,-1.299401919,1.253162051,-1.81845168,bad +935.0,-1.904698829,-2.763748946,1.204186724,2.444800877,-0.761010968,-0.591908381,-2.350263746,bad +913.0,-1.423470887,-0.205003694,-0.023427374,1.218013103,-3.133455532,0.631300209,1.367064815,bad +1392.0,0.564728797,-0.27786243,-1.065537198,0.415566208,-0.740539942,1.260898375,0.502034477,bad +1540.0,-1.75629689,-0.361276245,-2.27820786,1.54495345,-0.076513789,2.609788459,0.024892579,bad +3127.0,-0.832486555,-0.010199411,-1.136710849,1.848597948,-0.713603806,1.769003806,-2.301153993,bad +1163.0,-2.34425727,-4.028971635,0.283568222,-0.518436981,-0.543546687,2.687180088,-4.92196266,bad +233.0,1.29829612,-0.333265511,-1.853063716,-0.055402475,3.748343007,-1.126858125,-0.486259057,bad +3966.0,-0.133002619,-1.138501594,-1.023725003,1.417583542,0.866956219,0.31366528,1.262024005,bad +2362.0,1.435789704,-2.259885098,-1.584403389,1.229457524,-2.164487386,0.791142963,-1.79884063,bad +513.0,-0.549889843,0.101255741,-0.818701575,-0.294353768,-0.463337122,-0.14580505,-1.346727343,bad +690.0,-4.041377779,-0.091098329,3.038879655,2.128703735,1.489011707,0.019624634,2.473983711,bad +1736.0,0.837398282,-2.654211656,-1.325470018,0.162221211,0.288435564,-0.187760734,2.949225886,bad +3566.0,-2.901645744,0.287453836,0.52120402,1.875045229,2.15400696,1.206162746,1.499011058,bad +185.0,-0.307073326,-1.550695072,-4.76534958,-1.648888502,4.753762729,2.603039417,2.597690447,bad +2170.0,1.815654354,-1.400693764,-1.194499318,1.699903,0.876602364,-0.030886264,0.557724553,bad +1012.0,-0.373861901,-0.766067802,-2.417651619,-0.019789441,0.215198554,-0.588967865,3.543470082,bad +2579.0,-1.916705428,-1.773344523,-1.270688433,0.359605912,-0.236985675,2.497780658,-2.045905812,bad +3899.0,-3.475187656,-0.00836851,2.739370896,2.214044007,-1.820452923,-0.338397882,1.585767282,bad +347.0,-1.107686442,0.419847179,-0.784379937,0.489854092,4.140065941,2.333638481,-1.815198368,bad +359.0,-2.252408848,-2.923768893,-0.622918038,0.191839018,-2.615010091,1.274305092,-3.976483633,bad +3498.0,-2.867087757,-3.042309772,-2.100106156,0.361764088,-2.309304084,2.462184837,-4.260533274,bad diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json new file mode 100644 index 0000000000000000000000000000000000000000..b674d3dc08103c749ca65a2491b72ae135b3c904 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json @@ -0,0 +1,99 @@ +{ + "id": "001", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "Hotel_booking_demand", + "table_path": "kaggle/Hotel_booking_demand", + "query": "It’s tricky comparing these two cases side by side. The February booking, which was canceled, had those specific details: arrival year 2016, month February, week number 7, day of month 7, one weekend night stay, two adults, zero children and zero babies, a BB meal, country Thailand, market segment Online TA, distribution channel TA/TO, not a repeated guest, zero previous bookings not canceled, reserved room A and assigned room A, zero booking changes, zero days on a waiting list, customer type Transient, an average daily rate of 93.0, and zero required parking spaces. Then there’s the March booking with a 43-day lead time, arrival year 2016, month March, zero weekend nights but one weekday night, two adults, zero babies, BB meal, country Italy, market segment Online TA, not a repeated guest, zero previous cancellations, zero previous bookings not canceled, reserved and assigned room F, zero booking changes, deposit type No Deposit, agent 9.0, zero waiting list days, customer type Transient, an ADR of 153.9, zero parking spaces, and zero special requests. Flipping between them, the differences in rate, lead time, and the fact one is already canceled make it hard to judge. Given what we know about no-shows, does one of these stand out as more likely to have been a complete no-show?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": null, + "is_canceled": "1", + "lead_time": null, + "arrival_date_year": "2016", + "arrival_date_month": "February", + "arrival_date_week_number": "7", + "arrival_date_day_of_month": "7", + "stays_in_weekend_nights": "1", + "stays_in_week_nights": null, + "adults": "2", + "children": "0.0", + "babies": "0", + "meal": "BB", + "country": "THA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": null, + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": "0", + "deposit_type": null, + "agent": null, + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": "93.0", + "required_car_parking_spaces": "0", + "total_of_special_requests": null, + "reservation_status": "No-Show", + "reservation_status_date": null + } + }, + { + "scenario_id": "002", + "features": { + "hotel": null, + "is_canceled": null, + "lead_time": "43", + "arrival_date_year": "2016", + "arrival_date_month": "March", + "arrival_date_week_number": null, + "arrival_date_day_of_month": null, + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "1", + "adults": "2", + "children": null, + "babies": "0", + "meal": "BB", + "country": "ITA", + "market_segment": "Online TA", + "distribution_channel": null, + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "F", + "assigned_room_type": "F", + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": "9.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": "153.9", + "required_car_parking_spaces": "0", + "total_of_special_requests": "0", + "reservation_status": "Canceled", + "reservation_status_date": null + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json new file mode 100644 index 0000000000000000000000000000000000000000..7a76469d644042f0b19db1b3285b60df53d5b980 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json @@ -0,0 +1,136 @@ +{ + "id": "002", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "Hotel_booking_demand", + "table_path": "kaggle/Hotel_booking_demand", + "query": "Take a look: the first is a City Hotel reservation with a 9-day lead, for 2016, week 2, the 8th, planning 2 weekend and 3 weeknight stays. Just one adult, no children or babies, a BB meal, booked through Offline TA/TO. The guest isn't a repeat, has no history of cancellations or prior kept bookings, reserved and got room A, made no changes, paid no deposit, wasn't on a waiting list, is a Transient, and had no special requests. The second entry, for the City Hotel, is flagged canceled, booked 104 days ahead for June 9, 2016, week 24, with 0 weekend nights and 3 weeknights. Two adults, no babies, BB meal, guest from Brazil, booked via Online TA on the TA/TO channel, not a repeat guest, with zero previous bookings not canceled, reserved and assigned room A, no deposit, agent ID 9.0, average rate 126.9, and no parking needed. Third, another City Hotel cancellation, lead time 5 days for 2017 week 19, includes 2 weekend nights, two adults, no babies, from Brazil, Online TA/TA/TO booking. Not a repeat guest, zero previous cancellations, zero previous uncanceled bookings, room A reserved and assigned, zero changes, agent 9.0, zero waiting list days, Transient type, rate 150.0, and one special request. With all this info, can you point to the booking that successfully reached check-out?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "City Hotel", + "is_canceled": null, + "lead_time": "9", + "arrival_date_year": "2016", + "arrival_date_month": null, + "arrival_date_week_number": "2", + "arrival_date_day_of_month": "8", + "stays_in_weekend_nights": "2", + "stays_in_week_nights": "3", + "adults": "1", + "children": "0.0", + "babies": "0", + "meal": "BB", + "country": null, + "market_segment": "Offline TA/TO", + "distribution_channel": null, + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": null, + "required_car_parking_spaces": null, + "total_of_special_requests": "0", + "reservation_status": "Check-Out", + "reservation_status_date": null + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": "1", + "lead_time": "104", + "arrival_date_year": "2016", + "arrival_date_month": "June", + "arrival_date_week_number": "24", + "arrival_date_day_of_month": "9", + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "3", + "adults": "2", + "children": null, + "babies": "0", + "meal": "BB", + "country": "BRA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": null, + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": null, + "deposit_type": "No Deposit", + "agent": "9.0", + "company": null, + "days_in_waiting_list": null, + "customer_type": null, + "adr": "126.9", + "required_car_parking_spaces": "0", + "total_of_special_requests": null, + "reservation_status": "Canceled", + "reservation_status_date": null + } + }, + { + "scenario_id": "003", + "features": { + "hotel": "City Hotel", + "is_canceled": "1", + "lead_time": "5", + "arrival_date_year": "2017", + "arrival_date_month": null, + "arrival_date_week_number": "19", + "arrival_date_day_of_month": null, + "stays_in_weekend_nights": "2", + "stays_in_week_nights": null, + "adults": "2", + "children": null, + "babies": "0", + "meal": null, + "country": "BRA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": "0", + "deposit_type": null, + "agent": "9.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": "150.0", + "required_car_parking_spaces": null, + "total_of_special_requests": "1", + "reservation_status": "No-Show", + "reservation_status_date": null + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json new file mode 100644 index 0000000000000000000000000000000000000000..c14719302cb1588349434f860c1d25fcefe97648 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json @@ -0,0 +1,99 @@ +{ + "id": "003", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "Hotel_booking_demand", + "table_path": "kaggle/Hotel_booking_demand", + "query": "I’ve got two booking profiles here and I’m trying to spot the one that was canceled, but every detail seems to tell a different story. First, a Resort Hotel booking, canceled, with a lead time of 48 days for an arrival in July 2017, specifically the 11th, which is in week 28. The stay is three weeknights with zero weekend nights, for two adults, zero children, zero babies. The meal is Half Board, the country is Portugal, and it was booked in the Online TA market segment via the TA/TO distribution channel. The guest is not a repeated guest, has zero previous cancellations and zero previous bookings not canceled, reserved room type A and was assigned the same, made zero booking changes, selected No Deposit, and was handled by agent 240.0. They spent zero days on a waiting list, are a Transient customer, have an average daily rate of 180.67, required zero car parking spaces, and made zero special requests. The second is a City Hotel booking, not canceled, booked 263 days ahead for arrival on June 23rd, 2017, in week 25, with two weekend nights and two weeknights, also two adults, zero children, zero babies, but with a Bed & Breakfast meal. Also from Portugal, but this was a Groups market segment booking via the TA/TO channel. Again, not a repeated guest, with zero previous cancellations and zero previous successful bookings, reserved and assigned room A, zero changes, No Deposit, agent 37.0, zero waiting list days, but the customer type is Transient-Party, the rate is 105.0, zero parking needed, and they made one special request. Juggling all these numbers and categories—from the agent IDs 240.0 and 37.0 to the rates of 180.67 and 105.0—leaves me uncertain. Between these two, which reservation actually ended up being canceled?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "Resort Hotel", + "is_canceled": "1", + "lead_time": "48", + "arrival_date_year": "2017", + "arrival_date_month": "July", + "arrival_date_week_number": "28", + "arrival_date_day_of_month": "11", + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "3", + "adults": "2", + "children": "0.0", + "babies": "0", + "meal": "HB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": "240.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": "180.67", + "required_car_parking_spaces": "0", + "total_of_special_requests": "0", + "reservation_status": "Canceled", + "reservation_status_date": null + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": "0", + "lead_time": "263", + "arrival_date_year": "2017", + "arrival_date_month": "June", + "arrival_date_week_number": "25", + "arrival_date_day_of_month": "23", + "stays_in_weekend_nights": "2", + "stays_in_week_nights": "2", + "adults": "2", + "children": "0.0", + "babies": "0", + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": "37.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient-Party", + "adr": "105.0", + "required_car_parking_spaces": "0", + "total_of_special_requests": "1", + "reservation_status": "Check-Out", + "reservation_status_date": null + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json new file mode 100644 index 0000000000000000000000000000000000000000..88b34b9790eedd9fffa80ea579b749ce09ec91f0 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json @@ -0,0 +1,99 @@ +{ + "id": "004", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "Hotel_booking_demand", + "table_path": "kaggle/Hotel_booking_demand", + "query": "Having to decide which upcoming booking is most likely to be a \"Canceled\" reservation is giving me a headache. I’ve got two different ones here. The first is for a City Hotel, it’s marked as canceled already with a lead time of 20 days, set to arrive in May on the 3rd in 2017. That guest is staying for zero weekend nights and two week nights, just one adult with no children or babies from Portugal, booked through the Online TA market segment via the TA/TO channel. They’re not a repeated guest, have no previous cancellations or non-canceled bookings, reserved room type A, made zero booking changes, had no deposit, zero days on a waiting list, are a Transient customer type, and required zero car parking spaces. The second booking is for a Resort Hotel, currently not canceled, with an 18-day lead time, arriving in the 12th week of 2016. That stay involves zero weekend nights and one week night, for two adults with no children or babies, on a BB meal plan, also from Portugal via the Online TA segment. They also have zero previous cancellations and non-canceled bookings, reserved room type A, made zero changes, had no deposit, were booked by agent 240.0, spent zero days on a waiting list, are a Transient customer, and needed zero parking spaces. I’ve shared our historical booking archives with you. Considering all these details from my records, is the Resort Hotel booking actually the one more prone to end up canceled?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "City Hotel", + "is_canceled": "1", + "lead_time": "20", + "arrival_date_year": "2017", + "arrival_date_month": "May", + "arrival_date_week_number": null, + "arrival_date_day_of_month": "3", + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "2", + "adults": "1", + "children": "0.0", + "babies": "0", + "meal": null, + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": null, + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": null, + "required_car_parking_spaces": "0", + "total_of_special_requests": null, + "reservation_status": "Canceled", + "reservation_status_date": null + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "Resort Hotel", + "is_canceled": "0", + "lead_time": "18", + "arrival_date_year": "2016", + "arrival_date_month": null, + "arrival_date_week_number": "12", + "arrival_date_day_of_month": null, + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "1", + "adults": "2", + "children": "0.0", + "babies": "0", + "meal": "BB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": null, + "is_repeated_guest": null, + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": null, + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": "240.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": null, + "required_car_parking_spaces": "0", + "total_of_special_requests": null, + "reservation_status": "Check-Out", + "reservation_status_date": null + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json new file mode 100644 index 0000000000000000000000000000000000000000..4c87feae5ea622503abe7c7d186c93d74408e177 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json @@ -0,0 +1,136 @@ +{ + "id": "006", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "Hotel_booking_demand", + "table_path": "kaggle/Hotel_booking_demand", + "query": "This City Hotel booking for December 2016 was made way back, 195 days before arrival, for a two-night stay during the week with two adults on a BB plan, booked online by a guest from France. They’re not a repeat customer, have no history of cancellations, were assigned the B room they reserved, changed the booking once, didn’t pay a deposit, worked with agent 9.0, are considered a transient-party, and required no parking or special extras. Meanwhile, another City Hotel booking for August 14th was canceled—it was booked with no advance notice, for two weeknights, no children, on an HB meal plan, arranged through an offline travel agent. The guest isn’t a repeat visitor either, has no prior cancellations, got the A room they wanted, paid no deposit, used agent 6.0, waited zero days, was charged 109.0 per night, and made no special requests. Then there’s a third reservation for December 6th, 2016, in week 50, not canceled, booked 27 days out for a four-weeknight stay with two adults on an SC meal, from France via a travel agent channel. This guest also isn’t a repeat visitor, has no cancellation history, received their reserved A room, made no changes, gave no deposit, used agent 9.0, had zero waiting time, is a transient customer, paid 74.8 nightly, and made one special request. I’ve sent you our archive of past bookings—from your analysis of the trends, do you think the first, second, or third one will be checked out?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "City Hotel", + "is_canceled": null, + "lead_time": "195", + "arrival_date_year": "2016", + "arrival_date_month": "December", + "arrival_date_week_number": null, + "arrival_date_day_of_month": null, + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "2", + "adults": "2", + "children": null, + "babies": null, + "meal": "BB", + "country": "FRA", + "market_segment": "Online TA", + "distribution_channel": null, + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "B", + "assigned_room_type": "B", + "booking_changes": "1", + "deposit_type": "No Deposit", + "agent": "9.0", + "company": null, + "days_in_waiting_list": null, + "customer_type": "Transient-Party", + "adr": null, + "required_car_parking_spaces": "0", + "total_of_special_requests": "0", + "reservation_status": "Canceled", + "reservation_status_date": null + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": "1", + "lead_time": "0", + "arrival_date_year": null, + "arrival_date_month": "August", + "arrival_date_week_number": null, + "arrival_date_day_of_month": "14", + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "2", + "adults": null, + "children": "0.0", + "babies": null, + "meal": "HB", + "country": null, + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": null, + "deposit_type": "No Deposit", + "agent": "6.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": null, + "adr": "109.0", + "required_car_parking_spaces": null, + "total_of_special_requests": "0", + "reservation_status": "Canceled", + "reservation_status_date": null + } + }, + { + "scenario_id": "003", + "features": { + "hotel": null, + "is_canceled": "0", + "lead_time": "27", + "arrival_date_year": "2016", + "arrival_date_month": "December", + "arrival_date_week_number": "50", + "arrival_date_day_of_month": "6", + "stays_in_weekend_nights": "0", + "stays_in_week_nights": "4", + "adults": "2", + "children": null, + "babies": null, + "meal": "SC", + "country": "FRA", + "market_segment": null, + "distribution_channel": "TA/TO", + "is_repeated_guest": "0", + "previous_cancellations": "0", + "previous_bookings_not_canceled": "0", + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": "0", + "deposit_type": "No Deposit", + "agent": "9.0", + "company": null, + "days_in_waiting_list": "0", + "customer_type": "Transient", + "adr": "74.8", + "required_car_parking_spaces": null, + "total_of_special_requests": "1", + "reservation_status": "Check-Out", + "reservation_status_date": null + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "final_decision": "003", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..04772d0af9becfa40de73ec65650341cee2f0a9d --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv @@ -0,0 +1,15 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,12,2016,February,7,7,1,0,2,0.0,0,BB,THA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.0,0,2,No-Show,2016-02-07 +City Hotel,1,43,2016,March,10,1,0,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,153.9,0,0,Canceled,2016-02-26 +City Hotel,0,9,2016,January,2,8,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,44.8,0,0,Check-Out,2016-01-13 +City Hotel,1,104,2016,June,24,9,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,Canceled,2016-03-01 +City Hotel,1,5,2017,May,19,11,2,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,No-Show,2017-05-11 +Resort Hotel,1,48,2017,July,28,11,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,180.67,0,0,Canceled,2017-05-25 +City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out,2017-06-27 +City Hotel,1,20,2017,May,18,3,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,130.0,0,1,Canceled,2017-04-28 +Resort Hotel,0,18,2016,March,12,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,0,Check-Out,2016-03-20 +City Hotel,1,293,2015,August,32,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,19,2016,February,6,1,1,5,2,2.0,0,BB,CHN,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,79.88,0,0,No-Show,2016-02-01 +City Hotel,1,195,2016,December,49,2,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,71.22,0,0,Canceled,2016-06-23 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +City Hotel,0,27,2016,December,50,6,0,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Check-Out,2016-12-10 diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/info.json b/decision_making/daily/classification/Hotel_booking_demand_B2/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json b/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..9609e813606fc8bf0b15338ae4f5d5704da5f923 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json @@ -0,0 +1,318 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract)." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "is_canceled": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "children": [ + 0.0, + 10.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "adr": [ + -6.38, + 5400.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ] + }, + "columns": [ + "hotel", + "is_canceled", + "lead_time", + "arrival_date_year", + "arrival_date_month", + "arrival_date_week_number", + "arrival_date_day_of_month", + "stays_in_weekend_nights", + "stays_in_week_nights", + "adults", + "children", + "babies", + "meal", + "country", + "market_segment", + "distribution_channel", + "is_repeated_guest", + "previous_cancellations", + "previous_bookings_not_canceled", + "reserved_room_type", + "assigned_room_type", + "booking_changes", + "deposit_type", + "agent", + "company", + "days_in_waiting_list", + "customer_type", + "adr", + "required_car_parking_spaces", + "total_of_special_requests", + "reservation_status", + "reservation_status_date" + ], + "feature_columns": [ + "hotel", + "is_canceled", + "lead_time", + "arrival_date_year", + "arrival_date_month", + "arrival_date_week_number", + "arrival_date_day_of_month", + "stays_in_weekend_nights", + "stays_in_week_nights", + "adults", + "children", + "babies", + "meal", + "country", + "market_segment", + "distribution_channel", + "is_repeated_guest", + "previous_cancellations", + "previous_bookings_not_canceled", + "reserved_room_type", + "assigned_room_type", + "booking_changes", + "deposit_type", + "agent", + "company", + "days_in_waiting_list", + "customer_type", + "adr", + "required_car_parking_spaces", + "total_of_special_requests", + "reservation_status_date" + ], + "feature_types": { + "hotel": "categorical", + "is_canceled": "numeric", + "lead_time": "numeric", + "arrival_date_year": "numeric", + "arrival_date_month": "categorical", + "arrival_date_week_number": "numeric", + "arrival_date_day_of_month": "numeric", + "stays_in_weekend_nights": "numeric", + "stays_in_week_nights": "numeric", + "adults": "numeric", + "children": "numeric", + "babies": "numeric", + "meal": "categorical", + "country": "categorical", + "market_segment": "categorical", + "distribution_channel": "categorical", + "is_repeated_guest": "numeric", + "previous_cancellations": "numeric", + "previous_bookings_not_canceled": "numeric", + "reserved_room_type": "categorical", + "assigned_room_type": "categorical", + "booking_changes": "numeric", + "deposit_type": "categorical", + "agent": "numeric", + "company": "numeric", + "days_in_waiting_list": "numeric", + "customer_type": "categorical", + "adr": "numeric", + "required_car_parking_spaces": "numeric", + "total_of_special_requests": "numeric", + "reservation_status_date": "open_text" + }, + "open_text_feature_intro": { + "reservation_status_date": "Date when the reservation status was last updated." + }, + "open_text_features": [ + "reservation_status_date" + ], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/test.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..04772d0af9becfa40de73ec65650341cee2f0a9d --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/test.csv @@ -0,0 +1,15 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,12,2016,February,7,7,1,0,2,0.0,0,BB,THA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.0,0,2,No-Show,2016-02-07 +City Hotel,1,43,2016,March,10,1,0,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,153.9,0,0,Canceled,2016-02-26 +City Hotel,0,9,2016,January,2,8,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,44.8,0,0,Check-Out,2016-01-13 +City Hotel,1,104,2016,June,24,9,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,Canceled,2016-03-01 +City Hotel,1,5,2017,May,19,11,2,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,No-Show,2017-05-11 +Resort Hotel,1,48,2017,July,28,11,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,180.67,0,0,Canceled,2017-05-25 +City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out,2017-06-27 +City Hotel,1,20,2017,May,18,3,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,130.0,0,1,Canceled,2017-04-28 +Resort Hotel,0,18,2016,March,12,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,0,Check-Out,2016-03-20 +City Hotel,1,293,2015,August,32,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,19,2016,February,6,1,1,5,2,2.0,0,BB,CHN,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,79.88,0,0,No-Show,2016-02-01 +City Hotel,1,195,2016,December,49,2,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,71.22,0,0,Canceled,2016-06-23 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +City Hotel,0,27,2016,December,50,6,0,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Check-Out,2016-12-10 diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/test_003.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/test_003.csv new file mode 100644 index 0000000000000000000000000000000000000000..bfe7f46d90dcd39e8e202635d278ff56299c98c0 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/test_003.csv @@ -0,0 +1,3 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +Resort Hotel,1,48,2017,July,28,11,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,180.67,0,0,Canceled,2017-05-25 +City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out,2017-06-27 diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/test_004.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/test_004.csv new file mode 100644 index 0000000000000000000000000000000000000000..773b783e0cf2eab36cbbeb38ea93fc5fcd365867 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/test_004.csv @@ -0,0 +1,3 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,20,2017,May,18,3,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,130.0,0,1,Canceled,2017-04-28 +Resort Hotel,0,18,2016,March,12,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,0,Check-Out,2016-03-20 diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/test_005.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/test_005.csv new file mode 100644 index 0000000000000000000000000000000000000000..fb8e0b1e00af33f5013e5e617b8009b3fe028267 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/test_005.csv @@ -0,0 +1,3 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,293,2015,August,32,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,19,2016,February,6,1,1,5,2,2.0,0,BB,CHN,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,79.88,0,0,No-Show,2016-02-01 diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/test_006.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/test_006.csv new file mode 100644 index 0000000000000000000000000000000000000000..8254b6328f7105d40092fb18f7cc52f117721c67 --- /dev/null +++ b/decision_making/daily/classification/Hotel_booking_demand_B2/test_006.csv @@ -0,0 +1,4 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,195,2016,December,49,2,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,71.22,0,0,Canceled,2016-06-23 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +City Hotel,0,27,2016,December,50,6,0,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Check-Out,2016-12-10 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_002.json b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_002.json new file mode 100644 index 0000000000000000000000000000000000000000..2dab64b5a259c2bce51b90eb08cb6ffe2a195cc1 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_002.json @@ -0,0 +1,145 @@ +{ + "id": "002", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "IBM_HR_Analytics_Employee_Attrition_&_Performance", + "table_path": "kaggle/IBM_HR_Analytics_Employee_Attrition_&_Performance", + "query": "Deciding on retention risks for these three profiles is giving me a real headache. Employee 1818’s details: business travel is rare, 920 daily rate, in the Human Resources department. Education level 2, employee count 1, and they find their environment very satisfying with a 4. Their job involvement scores a 3, but they’re only at level 1 in their job, with job satisfaction at a middling 2. Married, monthly income 2148 against a monthly rate of 6889, and they’ve never switched companies. Over 18, puts in overtime, salary hike was 11 percent, performance rating 3. They rate relationship satisfaction as a high 3, work standard 80 hours, have zero stock options. Six years total work experience, attended 3 training sessions last year, feels a better work-life balance at 3, been here five years, promoted just one year back, and reporting to the same manager for four years. Then there's 284: travels rarely, 1136 daily, in R&D. Education 3, count 1, environment satisfaction a top score of 4, and shows very high job involvement at 4, though still at job level 1 with job satisfaction at 2. Divorced, earns 2328 monthly with a high monthly rate of 12392, has worked at one other place, over 18, does overtime, got a 16 percent raise, performance 3, but relationship satisfaction is low at 1. Hours 80, stock option level 1. Four years total working, 2 trainings last year, work-life balance is a 2, four years at the firm, two years since last promotion, two years with current manager. Finally, 65: rare travel, 1434 daily, also in R&D. Education is 4, count 1, environment satisfaction 3, job involvement 3, job level 1, but job satisfaction is a higher 3. Single, monthly income 3441, monthly rate 11179, one other company before this, over 18, works overtime, 13 percent hike, performance 3, relationship satisfaction 3. Hours 80, stock option level 0. Only two years total career experience, 3 trainings last year, work-life balance 2, two years at the company, two years since promotion, two years with manager. After laying all that out, I’m stumped—can you tell me which one of these three seems most likely to remain with the company?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": null, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "920", + "Department": "Human Resources", + "DistanceFromHome": null, + "Education": "2", + "EducationField": null, + "EmployeeCount": "1", + "EmployeeNumber": "1818", + "EnvironmentSatisfaction": "4", + "Gender": null, + "HourlyRate": null, + "JobInvolvement": "3", + "JobLevel": "1", + "JobRole": null, + "JobSatisfaction": "2", + "MaritalStatus": "Married", + "MonthlyIncome": "2148", + "MonthlyRate": "6889", + "NumCompaniesWorked": "0", + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": "11", + "PerformanceRating": "3", + "RelationshipSatisfaction": "3", + "StandardHours": "80", + "StockOptionLevel": "0", + "TotalWorkingYears": "6", + "TrainingTimesLastYear": "3", + "WorkLifeBalance": "3", + "YearsAtCompany": "5", + "YearsInCurrentRole": null, + "YearsSinceLastPromotion": "1", + "YearsWithCurrManager": "4" + } + }, + { + "scenario_id": "002", + "features": { + "Age": null, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1136", + "Department": "Research & Development", + "DistanceFromHome": null, + "Education": "3", + "EducationField": null, + "EmployeeCount": "1", + "EmployeeNumber": "284", + "EnvironmentSatisfaction": "4", + "Gender": null, + "HourlyRate": null, + "JobInvolvement": "4", + "JobLevel": "1", + "JobRole": null, + "JobSatisfaction": "2", + "MaritalStatus": "Divorced", + "MonthlyIncome": "2328", + "MonthlyRate": "12392", + "NumCompaniesWorked": "1", + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": "16", + "PerformanceRating": "3", + "RelationshipSatisfaction": "1", + "StandardHours": "80", + "StockOptionLevel": "1", + "TotalWorkingYears": "4", + "TrainingTimesLastYear": "2", + "WorkLifeBalance": "2", + "YearsAtCompany": "4", + "YearsInCurrentRole": null, + "YearsSinceLastPromotion": "2", + "YearsWithCurrManager": "2" + } + }, + { + "scenario_id": "003", + "features": { + "Age": null, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1434", + "Department": "Research & Development", + "DistanceFromHome": null, + "Education": "4", + "EducationField": null, + "EmployeeCount": "1", + "EmployeeNumber": "65", + "EnvironmentSatisfaction": "3", + "Gender": null, + "HourlyRate": null, + "JobInvolvement": "3", + "JobLevel": "1", + "JobRole": null, + "JobSatisfaction": "3", + "MaritalStatus": "Single", + "MonthlyIncome": "3441", + "MonthlyRate": "11179", + "NumCompaniesWorked": "1", + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": "13", + "PerformanceRating": "3", + "RelationshipSatisfaction": "3", + "StandardHours": "80", + "StockOptionLevel": "0", + "TotalWorkingYears": "2", + "TrainingTimesLastYear": "3", + "WorkLifeBalance": "2", + "YearsAtCompany": "2", + "YearsInCurrentRole": null, + "YearsSinceLastPromotion": "2", + "YearsWithCurrManager": "2" + } + } + ], + "target_column": "Attrition", + "task_sub_type": "classification", + "final_decision": "002", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_003.json b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_003.json new file mode 100644 index 0000000000000000000000000000000000000000..28b3cfdf82ede7c6202454f1d3c314ec56b00340 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_003.json @@ -0,0 +1,145 @@ +{ + "id": "003", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "user", + "dataset_name": "IBM_HR_Analytics_Employee_Attrition_&_Performance", + "table_path": "kaggle/IBM_HR_Analytics_Employee_Attrition_&_Performance", + "query": "Faced with these three employees, it’s tricky to judge their likelihood of staying. Look at the 53-year-old male Sales Executive, ID 1968: travels rarely, 24 km from home, daily rate 1168, master’s education (4) in Life Sciences, hourly 66, monthly income 10448, monthly rate 5843, overtime yes, 13% salary hike, performance 3, stock options 0, 15 total working years, 2 years here, 2 trainings, work-life balance 2, job involvement 3, level 3. Compare that to the 30-year-old female Research Scientist, number 297: travels rarely, 3 km commute, daily 1005, bachelor’s (3) in Technical Degree, hourly 88, income 2657, rate 8556, overtime yes, 11% hike, performance 3, stock 0, 8 years total, 5 here, 5 trainings, balance 3, involvement 3, level 1. Then the 39-year-old female HR specialist, ID 909: travels rarely, 2 km away, daily 1383, bachelor’s (3) in Life Sciences, hourly 42, income 5204, rate 7790, overtime no, 11% hike, performance 3, stock level 2, 13 years total, 5 here, 2 trainings, balance 3, involvement 2, level 2. Each has such different combinations—age, department, income, overtime, stock—and I’m really hesitating. Based on all that, pick the one you feel is most probable to not leave the company.", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": "53", + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1168", + "Department": "Sales", + "DistanceFromHome": "24", + "Education": "4", + "EducationField": "Life Sciences", + "EmployeeCount": "1", + "EmployeeNumber": "1968", + "EnvironmentSatisfaction": null, + "Gender": "Male", + "HourlyRate": "66", + "JobInvolvement": "3", + "JobLevel": "3", + "JobRole": "Sales Executive", + "JobSatisfaction": null, + "MaritalStatus": null, + "MonthlyIncome": "10448", + "MonthlyRate": "5843", + "NumCompaniesWorked": null, + "Over18": null, + "OverTime": "Yes", + "PercentSalaryHike": "13", + "PerformanceRating": "3", + "RelationshipSatisfaction": null, + "StandardHours": null, + "StockOptionLevel": "0", + "TotalWorkingYears": "15", + "TrainingTimesLastYear": "2", + "WorkLifeBalance": "2", + "YearsAtCompany": "2", + "YearsInCurrentRole": null, + "YearsSinceLastPromotion": null, + "YearsWithCurrManager": null + } + }, + { + "scenario_id": "002", + "features": { + "Age": "30", + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1005", + "Department": "Research & Development", + "DistanceFromHome": "3", + "Education": "3", + "EducationField": "Technical Degree", + "EmployeeCount": "1", + "EmployeeNumber": "297", + "EnvironmentSatisfaction": null, + "Gender": "Female", + "HourlyRate": "88", + "JobInvolvement": "3", + "JobLevel": "1", + "JobRole": "Research Scientist", + "JobSatisfaction": null, + "MaritalStatus": null, + "MonthlyIncome": "2657", + "MonthlyRate": "8556", + "NumCompaniesWorked": null, + "Over18": null, + "OverTime": "Yes", + "PercentSalaryHike": "11", + "PerformanceRating": "3", + "RelationshipSatisfaction": null, + "StandardHours": null, + "StockOptionLevel": "0", + "TotalWorkingYears": "8", + "TrainingTimesLastYear": "5", + "WorkLifeBalance": "3", + "YearsAtCompany": "5", + "YearsInCurrentRole": null, + "YearsSinceLastPromotion": null, + "YearsWithCurrManager": null + } + }, + { + "scenario_id": "003", + "features": { + "Age": "39", + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1383", + "Department": "Human Resources", + "DistanceFromHome": "2", + "Education": "3", + "EducationField": "Life Sciences", + "EmployeeCount": "1", + "EmployeeNumber": "909", + "EnvironmentSatisfaction": null, + "Gender": "Female", + "HourlyRate": "42", + "JobInvolvement": "2", + "JobLevel": "2", + "JobRole": "Human Resources", + "JobSatisfaction": null, + "MaritalStatus": null, + "MonthlyIncome": "5204", + "MonthlyRate": "7790", + "NumCompaniesWorked": null, + "Over18": null, + "OverTime": "No", + "PercentSalaryHike": "11", + "PerformanceRating": "3", + "RelationshipSatisfaction": null, + "StandardHours": null, + "StockOptionLevel": "2", + "TotalWorkingYears": "13", + "TrainingTimesLastYear": "2", + "WorkLifeBalance": "3", + "YearsAtCompany": "5", + "YearsInCurrentRole": null, + "YearsSinceLastPromotion": null, + "YearsWithCurrManager": null + } + } + ], + "target_column": "Attrition", + "task_sub_type": "classification", + "final_decision": "003", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_004.json b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_004.json new file mode 100644 index 0000000000000000000000000000000000000000..f7410d998c1f2d78f6d81d0b82b1d6575c458542 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_004.json @@ -0,0 +1,105 @@ +{ + "id": "004", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "IBM_HR_Analytics_Employee_Attrition_&_Performance", + "table_path": "kaggle/IBM_HR_Analytics_Employee_Attrition_&_Performance", + "query": "I’ve got two employee profiles that are really making me pause. The first person is a 36-year-old married woman in Sales, a Sales Executive. She travels rarely for business, lives 16 km from the office, and has a Master’s education in Marketing. Her daily pay is 329, hourly rate 98, and she earns a monthly income of 5647 with a monthly rate of 13,494. She’s at job level 2, with environment satisfaction at 3, but job satisfaction is low at 1, and relationship satisfaction is also low at 1. Job involvement is medium (2), performance rating is good (3), and she got a 13% salary hike. She’s worked at 4 companies before, with 11 total working years, but only 3 years here at the company. She’s been in her current role for 2 years, had a promotion just now (0 years since), and has had her current manager for 2 years. Stock option level is 2, work-life balance is good (2), and she had 3 trainings last year. Employee number is 1436, standard hours are 80, and she doesn’t work overtime. The other is a 24-year-old married man in Human Resources, an HR specialist. He also travels rarely, lives 22 km away, has a Below College education in Human Resources. His daily rate is 240, hourly rate 58, monthly income is 1555 with a monthly rate of 11,585. He’s at job level 1, with high environment satisfaction (4) and good job satisfaction (3). Relationship satisfaction is high (3), but job involvement is low (1). Performance rating is good (3) with an 11% hike. He’s only worked at 1 other company, with just 1 total working year and 1 year at our company. He’s been in his current role for 0 years, 0 years since last promotion, and 0 years with his manager. Stock option level is 1, work-life balance is better (3), and he had 2 trainings. Employee number is 1714, standard hours 80, no overtime. Given the historical data on who tends to leave, does the first one or the second one seem more likely to be considering leaving the company?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": "36", + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "329", + "Department": "Sales", + "DistanceFromHome": "16", + "Education": "4", + "EducationField": "Marketing", + "EmployeeCount": "1", + "EmployeeNumber": "1436", + "EnvironmentSatisfaction": "3", + "Gender": "Female", + "HourlyRate": "98", + "JobInvolvement": "2", + "JobLevel": "2", + "JobRole": "Sales Executive", + "JobSatisfaction": "1", + "MaritalStatus": "Married", + "MonthlyIncome": "5647", + "MonthlyRate": "13494", + "NumCompaniesWorked": "4", + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": "13", + "PerformanceRating": "3", + "RelationshipSatisfaction": "1", + "StandardHours": "80", + "StockOptionLevel": "2", + "TotalWorkingYears": "11", + "TrainingTimesLastYear": "3", + "WorkLifeBalance": "2", + "YearsAtCompany": "3", + "YearsInCurrentRole": "2", + "YearsSinceLastPromotion": "0", + "YearsWithCurrManager": "2" + } + }, + { + "scenario_id": "002", + "features": { + "Age": "24", + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "240", + "Department": "Human Resources", + "DistanceFromHome": "22", + "Education": "1", + "EducationField": "Human Resources", + "EmployeeCount": "1", + "EmployeeNumber": "1714", + "EnvironmentSatisfaction": "4", + "Gender": "Male", + "HourlyRate": "58", + "JobInvolvement": "1", + "JobLevel": "1", + "JobRole": "Human Resources", + "JobSatisfaction": "3", + "MaritalStatus": "Married", + "MonthlyIncome": "1555", + "MonthlyRate": "11585", + "NumCompaniesWorked": "1", + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": "11", + "PerformanceRating": "3", + "RelationshipSatisfaction": "3", + "StandardHours": "80", + "StockOptionLevel": "1", + "TotalWorkingYears": "1", + "TrainingTimesLastYear": "2", + "WorkLifeBalance": "3", + "YearsAtCompany": "1", + "YearsInCurrentRole": "0", + "YearsSinceLastPromotion": "0", + "YearsWithCurrManager": "0" + } + } + ], + "target_column": "Attrition", + "task_sub_type": "classification", + "final_decision": "002", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_005.json b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_005.json new file mode 100644 index 0000000000000000000000000000000000000000..847e0a4974235923d054ccdd5a3c1f5f56cb93ac --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_005.json @@ -0,0 +1,145 @@ +{ + "id": "005", + "task_type": "B2", + "subtask_type": "choice", + "perspective": "data_holder", + "dataset_name": "IBM_HR_Analytics_Employee_Attrition_&_Performance", + "table_path": "kaggle/IBM_HR_Analytics_Employee_Attrition_&_Performance", + "query": "Honestly, I’m torn between these three cases for our upcoming talent review. I’ve attached our archive of past employee situations to help. Take the first one: a married male, 30 years old, in Sales, traveling rarely. He earns 1288 daily and 9250 monthly, lives 29 km away, has a technical degree with education level 4, and his ID is 1568. He feels good about his environment (rating 3), is highly involved in his job (3), but only moderately satisfied with it (2), and he’s at job level 3. No overtime, hourly rate 33, a 12% raise, performance rating 3, stock level 1, 3 trainings last year, work-life balance rated 3. Tenure shows 4 years with the company, 2 in his role, 3 with his manager, and 9 total working years. The second is a single male, 35, also in Sales traveling rarely. Daily pay 1204, monthly 9582, commutes just 4 km, technical degree with education level 3, ID 1100. He’s very satisfied with his environment (4), highly involved (3), but dissatisfied with his job (1), at job level 3. He works overtime, hourly rate 86, got a 22% hike with a top performance rating of 4, but no stock options, 2 trainings, work-life balance 3. He’s been here 8 years, 7 in his role, 7 with his manager, 9 total years working. The third is a single male, 37, in R&D traveling rarely. Daily rate 1373, monthly 2090, lives 2 km away, education field ‘other’ with level 2, ID 4. Very high environment satisfaction (4), medium job involvement (2), high job satisfaction (3), but only job level 1. Does overtime, hourly rate 92, 15% hike, performance 3, no stock, 3 trainings, work-life balance 3. He’s new with 0 years at the company, 0 in role, 0 with manager, and 7 total working years. Scrutinizing the trends from the data, do you think the first, second, or third employee is the one who will probably stay?", + "meta_info": { + "domain": "daily" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": "30", + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1288", + "Department": "Sales", + "DistanceFromHome": "29", + "Education": "4", + "EducationField": "Technical Degree", + "EmployeeCount": "1", + "EmployeeNumber": "1568", + "EnvironmentSatisfaction": "3", + "Gender": "Male", + "HourlyRate": "33", + "JobInvolvement": "3", + "JobLevel": "3", + "JobRole": null, + "JobSatisfaction": "2", + "MaritalStatus": "Married", + "MonthlyIncome": "9250", + "MonthlyRate": null, + "NumCompaniesWorked": null, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": "12", + "PerformanceRating": "3", + "RelationshipSatisfaction": null, + "StandardHours": null, + "StockOptionLevel": "1", + "TotalWorkingYears": "9", + "TrainingTimesLastYear": "3", + "WorkLifeBalance": "3", + "YearsAtCompany": "4", + "YearsInCurrentRole": "2", + "YearsSinceLastPromotion": null, + "YearsWithCurrManager": "3" + } + }, + { + "scenario_id": "002", + "features": { + "Age": "35", + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1204", + "Department": "Sales", + "DistanceFromHome": "4", + "Education": "3", + "EducationField": "Technical Degree", + "EmployeeCount": "1", + "EmployeeNumber": "1100", + "EnvironmentSatisfaction": "4", + "Gender": "Male", + "HourlyRate": "86", + "JobInvolvement": "3", + "JobLevel": "3", + "JobRole": null, + "JobSatisfaction": "1", + "MaritalStatus": "Single", + "MonthlyIncome": "9582", + "MonthlyRate": null, + "NumCompaniesWorked": null, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": "22", + "PerformanceRating": "4", + "RelationshipSatisfaction": null, + "StandardHours": null, + "StockOptionLevel": "0", + "TotalWorkingYears": "9", + "TrainingTimesLastYear": "2", + "WorkLifeBalance": "3", + "YearsAtCompany": "8", + "YearsInCurrentRole": "7", + "YearsSinceLastPromotion": null, + "YearsWithCurrManager": "7" + } + }, + { + "scenario_id": "003", + "features": { + "Age": "37", + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": "1373", + "Department": "Research & Development", + "DistanceFromHome": "2", + "Education": "2", + "EducationField": "Other", + "EmployeeCount": "1", + "EmployeeNumber": "4", + "EnvironmentSatisfaction": "4", + "Gender": "Male", + "HourlyRate": "92", + "JobInvolvement": "2", + "JobLevel": "1", + "JobRole": null, + "JobSatisfaction": "3", + "MaritalStatus": "Single", + "MonthlyIncome": "2090", + "MonthlyRate": null, + "NumCompaniesWorked": null, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": "15", + "PerformanceRating": "3", + "RelationshipSatisfaction": null, + "StandardHours": null, + "StockOptionLevel": "0", + "TotalWorkingYears": "7", + "TrainingTimesLastYear": "3", + "WorkLifeBalance": "3", + "YearsAtCompany": "0", + "YearsInCurrentRole": "0", + "YearsSinceLastPromotion": null, + "YearsWithCurrManager": "0" + } + } + ], + "target_column": "Attrition", + "task_sub_type": "classification", + "final_decision": "001", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/history.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..8ef44c69d38f52e9398fbe79ee1bd69727edb05c --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/history.csv @@ -0,0 +1,1455 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info.json b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info_mod.json b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..aa9deb1dc32fdcbc3924da4971c2687c02a0cad3 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info_mod.json @@ -0,0 +1,317 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + }, + "columns": [ + "Age", + "Attrition", + "BusinessTravel", + "DailyRate", + "Department", + "DistanceFromHome", + "Education", + "EducationField", + "EmployeeCount", + "EmployeeNumber", + "EnvironmentSatisfaction", + "Gender", + "HourlyRate", + "JobInvolvement", + "JobLevel", + "JobRole", + "JobSatisfaction", + "MaritalStatus", + "MonthlyIncome", + "MonthlyRate", + "NumCompaniesWorked", + "Over18", + "OverTime", + "PercentSalaryHike", + "PerformanceRating", + "RelationshipSatisfaction", + "StandardHours", + "StockOptionLevel", + "TotalWorkingYears", + "TrainingTimesLastYear", + "WorkLifeBalance", + "YearsAtCompany", + "YearsInCurrentRole", + "YearsSinceLastPromotion", + "YearsWithCurrManager" + ], + "feature_columns": [ + "Age", + "BusinessTravel", + "DailyRate", + "Department", + "DistanceFromHome", + "Education", + "EducationField", + "EmployeeCount", + "EmployeeNumber", + "EnvironmentSatisfaction", + "Gender", + "HourlyRate", + "JobInvolvement", + "JobLevel", + "JobRole", + "JobSatisfaction", + "MaritalStatus", + "MonthlyIncome", + "MonthlyRate", + "NumCompaniesWorked", + "Over18", + "OverTime", + "PercentSalaryHike", + "PerformanceRating", + "RelationshipSatisfaction", + "StandardHours", + "StockOptionLevel", + "TotalWorkingYears", + "TrainingTimesLastYear", + "WorkLifeBalance", + "YearsAtCompany", + "YearsInCurrentRole", + "YearsSinceLastPromotion", + "YearsWithCurrManager" + ], + "feature_types": { + "Age": "numeric", + "BusinessTravel": "categorical", + "DailyRate": "numeric", + "Department": "categorical", + "DistanceFromHome": "numeric", + "Education": "numeric", + "EducationField": "categorical", + "EmployeeCount": "numeric", + "EmployeeNumber": "numeric", + "EnvironmentSatisfaction": "numeric", + "Gender": "categorical", + "HourlyRate": "numeric", + "JobInvolvement": "numeric", + "JobLevel": "numeric", + "JobRole": "categorical", + "JobSatisfaction": "numeric", + "MaritalStatus": "categorical", + "MonthlyIncome": "numeric", + "MonthlyRate": "numeric", + "NumCompaniesWorked": "numeric", + "Over18": "categorical", + "OverTime": "categorical", + "PercentSalaryHike": "numeric", + "PerformanceRating": "numeric", + "RelationshipSatisfaction": "numeric", + "StandardHours": "numeric", + "StockOptionLevel": "numeric", + "TotalWorkingYears": "numeric", + "TrainingTimesLastYear": "numeric", + "WorkLifeBalance": "numeric", + "YearsAtCompany": "numeric", + "YearsInCurrentRole": "numeric", + "YearsSinceLastPromotion": "numeric", + "YearsWithCurrManager": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..7b39eb40733b3faca91485bd26ba86db23f6de78 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test.csv @@ -0,0 +1,17 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_001.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_001.csv new file mode 100644 index 0000000000000000000000000000000000000000..25612679805a0a973a9be6a5e2a3a0eceefb138d --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_001.csv @@ -0,0 +1,3 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_002.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_002.csv new file mode 100644 index 0000000000000000000000000000000000000000..8131a15ca9f42d7fb12b5ef20028a7eeaf7e2dac --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_002.csv @@ -0,0 +1,4 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_003.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_003.csv new file mode 100644 index 0000000000000000000000000000000000000000..de661ab3def1335ecab8093bb66de3c7f7536ddd --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_003.csv @@ -0,0 +1,4 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_004.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_004.csv new file mode 100644 index 0000000000000000000000000000000000000000..e42aa3daa416b7548b8577593b8ef048bb3d41bc --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_004.csv @@ -0,0 +1,3 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_005.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_005.csv new file mode 100644 index 0000000000000000000000000000000000000000..1ea5b5503516c7ac8f80740c0b2c25ad051c9961 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_005.csv @@ -0,0 +1,4 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_006.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_006.csv new file mode 100644 index 0000000000000000000000000000000000000000..0627187fe3d8ee2ce8afdbde9a4a92f715a02499 --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/test_006.csv @@ -0,0 +1,4 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 diff --git a/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/train.csv b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..8ef44c69d38f52e9398fbe79ee1bd69727edb05c --- /dev/null +++ b/decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/train.csv @@ -0,0 +1,1455 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_001.json b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_001.json new file mode 100644 index 0000000000000000000000000000000000000000..dcf0e7eba36de4f8bc20d0178bbd3c280d11a7ab --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_001.json @@ -0,0 +1,51 @@ +{ + "id": "001", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "Credit Card customers", + "table_path": "kaggle/Credit Card customers", + "query": "My statement just arrived for client number 801366783, and it's got me a bit worried. This 51-year-old customer, who has one dependent and a college education, is only making less than $40K a year. They have the basic Blue card and three different accounts with us, but they've already been inactive for three months in the last year, and we've had to contact them twice. With a revolving balance of $1,772, they still have about $3,088 in available credit. Their spending amount dropped by about 44% from the first to the fourth quarter, they only made 80 transactions all year, and the number of those transactions also fell by 14%. Their card usage sits at 36.5%. With all these signs, do you think this person is about to close their account and leave?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "CLIENTNUM": 801366783, + "Attrition_Flag": "Existing Customer", + "Customer_Age": 51, + "Gender": "NULL", + "Dependent_count": 1, + "Education_Level": "College", + "Marital_Status": "NULL", + "Income_Category": "Less than $40K", + "Card_Category": "Blue", + "Months_on_book": "NULL", + "Total_Relationship_Count": 3, + "Months_Inactive_12_mon": 3, + "Contacts_Count_12_mon": 2, + "Credit_Limit": "NULL", + "Total_Revolving_Bal": 1772, + "Avg_Open_To_Buy": 3088.0, + "Total_Amt_Chng_Q4_Q1": 0.561, + "Total_Trans_Amt": "NULL", + "Total_Trans_Ct": 80, + "Total_Ct_Chng_Q4_Q1": 0.86, + "Avg_Utilization_Ratio": 0.365 + } + } + ], + "target_column": "Attrition_Flag", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_004.json b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_004.json new file mode 100644 index 0000000000000000000000000000000000000000..59b81c925313e6f5b1b4e717a36850f58572e92e --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_004.json @@ -0,0 +1,51 @@ +{ + "id": "004", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "Credit Card customers", + "table_path": "kaggle/Credit Card customers", + "query": "Sitting here with my colleague reviewing account #778353183, we noticed this 31-year-old married woman only has a high school education and makes under $40K. She carries a Blue card with a $3,201 limit, has no dependents, and has only been with the bank for 13 months. Despite holding 5 different products with us, she's been inactive for 2 of the last 12 months, we've contacted her 3 times, and her revolving balance is $984 with 30.7% utilization. Her transaction amount changed by 0.639 last quarter with $5,155 total spent across 77 transactions, and her open-to-buy credit sits at $2,217. Given everything we're seeing, is she at risk of closing her account?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "CLIENTNUM": 778353183, + "Attrition_Flag": "Existing Customer", + "Customer_Age": 31, + "Gender": "F", + "Dependent_count": 0, + "Education_Level": "High School", + "Marital_Status": "Married", + "Income_Category": "Less than $40K", + "Card_Category": "Blue", + "Months_on_book": 13, + "Total_Relationship_Count": 5, + "Months_Inactive_12_mon": 2, + "Contacts_Count_12_mon": 3, + "Credit_Limit": 3201.0, + "Total_Revolving_Bal": 984, + "Avg_Open_To_Buy": 2217.0, + "Total_Amt_Chng_Q4_Q1": 0.639, + "Total_Trans_Amt": 5155, + "Total_Trans_Ct": 77, + "Total_Ct_Chng_Q4_Q1": 0.925, + "Avg_Utilization_Ratio": 0.307 + } + } + ], + "target_column": "Attrition_Flag", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_005.json b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_005.json new file mode 100644 index 0000000000000000000000000000000000000000..d28ec33e39d629811fd197ad88ff5b54d6b4b5c5 --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_005.json @@ -0,0 +1,51 @@ +{ + "id": "005", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Credit Card customers", + "table_path": "kaggle/Credit Card customers", + "query": "Hey there, I was just reviewing a client's file that's got me a little concerned. The customer is a 39-year-old married man with two kids, and his annual income is under $40,000. He's had his Blue card with us for 34 months and holds four of our products. Over the last year, his account was inactive for two months, but we still contacted him four times. His credit limit is $3,702, with a revolving balance of $1,118. His transaction amount is $2,585 across 64 transactions, and his spending only went up by about 4% from Q1 to Q4, while his transaction count actually dropped by around 22%. I've shared our entire customer history with you for context. Given all this, do you think he's at risk of closing his account?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "CLIENTNUM": "NULL", + "Attrition_Flag": "Existing Customer", + "Customer_Age": 39, + "Gender": "M", + "Dependent_count": 2, + "Education_Level": "NULL", + "Marital_Status": "Married", + "Income_Category": "Less than $40K", + "Card_Category": "Blue", + "Months_on_book": 34, + "Total_Relationship_Count": 4, + "Months_Inactive_12_mon": 2, + "Contacts_Count_12_mon": 4, + "Credit_Limit": 3702.0, + "Total_Revolving_Bal": 1118, + "Avg_Open_To_Buy": "NULL", + "Total_Amt_Chng_Q4_Q1": 1.04, + "Total_Trans_Amt": 2585, + "Total_Trans_Ct": 64, + "Total_Ct_Chng_Q4_Q1": 0.778, + "Avg_Utilization_Ratio": "NULL" + } + } + ], + "target_column": "Attrition_Flag", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_006.json b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_006.json new file mode 100644 index 0000000000000000000000000000000000000000..22f5fc26be77029d263c5d2892e601ed274ef256 --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_006.json @@ -0,0 +1,51 @@ +{ + "id": "006", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Credit Card customers", + "table_path": "kaggle/Credit Card customers", + "query": "Okay, so I was just reviewing a client file, number 712955433, and wanted to get your thoughts. This woman is 36, has four dependents, and her education level is listed as uneducated with an unknown marital status. Her income is between forty and sixty thousand a year, and she's got a Blue card. She's only been with the bank for 16 months and only has one product with us. In the last year, she's been inactive for 2 months and we've contacted her twice. Her credit limit is $4,370, with a revolving balance of $1,222, leaving about $3,148 open to buy. Her transaction amount change from Q4 to Q1 was 0.648, with a total transaction amount of $7,223 over 90 transactions last year. The change in her transaction count was 0.552, and her average card utilization is 0.28. I’ve shared our complete customer history with you. Looking at all this together, do you think she’s going to close her account?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "CLIENTNUM": 712955433, + "Attrition_Flag": "Existing Customer", + "Customer_Age": 36, + "Gender": "F", + "Dependent_count": 4, + "Education_Level": "Uneducated", + "Marital_Status": "Unknown", + "Income_Category": "$40K - $60K", + "Card_Category": "Blue", + "Months_on_book": 16, + "Total_Relationship_Count": 1, + "Months_Inactive_12_mon": 2, + "Contacts_Count_12_mon": 2, + "Credit_Limit": 4370.0, + "Total_Revolving_Bal": 1222, + "Avg_Open_To_Buy": 3148.0, + "Total_Amt_Chng_Q4_Q1": 0.648, + "Total_Trans_Amt": 7223, + "Total_Trans_Ct": 90, + "Total_Ct_Chng_Q4_Q1": 0.552, + "Avg_Utilization_Ratio": 0.28 + } + } + ], + "target_column": "Attrition_Flag", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_007.json b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_007.json new file mode 100644 index 0000000000000000000000000000000000000000..240992227bb780ae05301bf4fbf016f942357edb --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_007.json @@ -0,0 +1,51 @@ +{ + "id": "007", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Credit Card customers", + "table_path": "kaggle/Credit Card customers", + "query": "This customer file for client #720372483 has me a bit concerned. She's a female with a High School education and no dependents, earning less than $40K a year. Her Blue card has been with us for 36 months, but she's already shown one inactive month recently. With a credit limit of $4,147, she's using about half of it, and while she made 111 transactions totaling $14,624 last year, both her spending and transaction counts dropped significantly in the fourth quarter. I've shared our complete customer history with you - given everything we know about her situation and activity patterns, do you think she's at risk of closing her account?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "CLIENTNUM": 720372483, + "Attrition_Flag": "Existing Customer", + "Customer_Age": "NULL", + "Gender": "F", + "Dependent_count": 0, + "Education_Level": "High School", + "Marital_Status": "NULL", + "Income_Category": "Less than $40K", + "Card_Category": "Blue", + "Months_on_book": 36, + "Total_Relationship_Count": "NULL", + "Months_Inactive_12_mon": 1, + "Contacts_Count_12_mon": "NULL", + "Credit_Limit": 4147.0, + "Total_Revolving_Bal": "NULL", + "Avg_Open_To_Buy": 1885.0, + "Total_Amt_Chng_Q4_Q1": 0.565, + "Total_Trans_Amt": 14624, + "Total_Trans_Ct": 111, + "Total_Ct_Chng_Q4_Q1": 0.79, + "Avg_Utilization_Ratio": 0.545 + } + } + ], + "target_column": "Attrition_Flag", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_008.json b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_008.json new file mode 100644 index 0000000000000000000000000000000000000000..eb5862230aad3b6205ce32f33c89c713187536ed --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_008.json @@ -0,0 +1,51 @@ +{ + "id": "008", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Credit Card customers", + "table_path": "kaggle/Credit Card customers", + "query": "Reviewing the profile for the gentleman, account 713923233, he's 46, married with three kids, and a high school graduate earning between eighty and one hundred twenty thousand dollars. His Blue category card has been on the books for 36 months, and while he has six different relationships with the bank, he's been inactive for three months this past year, prompting three contacts from us. With a credit limit of $2790, he's carrying a $2185 balance, leaving just $605 in open credit. He spent $3392 over 86 transactions, but both figures saw a significant dip from Q1 to Q4. His average utilization sits at 78.3%. I've provided our historical customer data for context. Looking at this entire picture, do you think he's likely to stay or is he on his way out?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "CLIENTNUM": 713923233, + "Attrition_Flag": "Existing Customer", + "Customer_Age": 46, + "Gender": "M", + "Dependent_count": 3, + "Education_Level": "High School", + "Marital_Status": "Married", + "Income_Category": "$80K - $120K", + "Card_Category": "Blue", + "Months_on_book": 36, + "Total_Relationship_Count": 6, + "Months_Inactive_12_mon": 3, + "Contacts_Count_12_mon": 3, + "Credit_Limit": 2790.0, + "Total_Revolving_Bal": 2185, + "Avg_Open_To_Buy": 605.0, + "Total_Amt_Chng_Q4_Q1": 0.671, + "Total_Trans_Amt": 3392, + "Total_Trans_Ct": 86, + "Total_Ct_Chng_Q4_Q1": 0.755, + "Avg_Utilization_Ratio": 0.783 + } + } + ], + "target_column": "Attrition_Flag", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/info.json b/single_point_prediction/finance/Credit_Card_customers_B1/info.json new file mode 100644 index 0000000000000000000000000000000000000000..ff0a67df7c03d1997dfd47a46b5b87f2364ed8fc --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/info.json @@ -0,0 +1,152 @@ +{ + "name": "Credit Card customers", + "source": "https://www.kaggle.com/datasets/sakshigoyal7/credit-card-customers/data", + "data_intro": "this dataset consists of 10,000 customers mentioning their age, salary, marital_status, credit card limit, credit card category, etc,try to predict what kind of client is likely to leave", + "is_splited": false, + "overall_size": 10127, + "train_size": 0, + "test_size": 0, + "c_classes": 6, + "n_classes": 17, + "task_type": "classification", + "target": { + "Attrition_Flag": "Given a customer's all other data, predict whether the customer will be Existing Customer or Attrited Customer" + }, + "cat_feature_intro": { + "Attrition_Flag": "- Attrition_Flag:Internal event (customer activity) variable - if the account is closed then 1 else 0,Existing Customer,Attrited Customer", + "Gender": "- Gender: Demographic variable - M=Male, F=Female", + "Education_Level": "- Education_Level:Demographic variable - Educational Qualification of the account holder (example: high school, college graduate, etc.)", + "Marital_Status": "- Marital_Status:Demographic variable - Married, Single, Divorced, Unknown", + "Income_Category": "- Income_Category: Demographic variable - Annual Income Category of the account holder (< $40K, $40K - 60K, $60K - $80K, $80K-$120K, > $120K, Unknown)", + "Card_Category": "- Card_Category: Product Variable - Type of Card (Blue, Silver, Gold, Platinum)" + }, + "num_feature_intro": { + "CLIENTNUM": "- CLIENTNUM:Client number. Unique identifier for the customer holding the account", + "Customer_Age": "- Customer_Age:Demographic variable - Customer's Age in Years", + "Dependent_count": "- Dependent_count:Demographic variable - Number of dependents", + "Months_on_book": "- Months_on_book:Period of relationship with bank", + "Total_Relationship_Count": "- Total_Relationship_Count:Total no. of products held by the customer", + "Months_Inactive_12_mon": "- Months_Inactive_12_mon:No. of months inactive in the last 12 months", + "Contacts_Count_12_mon": "- Contacts_Count_12_mon:No. of Contacts in the last 12 months", + "Credit_Limit": "- Credit_Limit:Credit Limit on the Credit Card", + "Total_Revolving_Bal": "- Total_Revolving_Bal:Total Revolving Balance on the Credit Card", + "Avg_Open_To_Buy": "- Avg_Open_To_Buy:Open to Buy Credit Line (Average of last 12 months)", + "Total_Amt_Chng_Q4_Q1": "- Total_Amt_Chng_Q4_Q1:Change in Transaction Amount (Q4 over Q1)", + "Total_Trans_Amt": "- Total_Trans_Amt:Total Transaction Amount (Last 12 months)", + "Total_Trans_Ct": "- Total_Trans_Ct:Total Transaction Count (Last 12 months)", + "Total_Ct_Chng_Q4_Q1": "- Total_Ct_Chng_Q4_Q1:Change in Transaction Count (Q4 over Q1)", + "Avg_Utilization_Ratio": "- Avg_Utilization_Ratio:Average Card Utilization Ratio", + "Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1": "- Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1:Naive Bayes", + "Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2": "- Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2:Naive Bayes" + }, + "evaluation_metric": null, + "num_feature_value": { + "Avg_Open_To_Buy": [ + 3.0, + 34516.0 + ], + "Avg_Utilization_Ratio": [ + 0.0, + 0.999 + ], + "CLIENTNUM": [ + 708082083.0, + 828343083.0 + ], + "Contacts_Count_12_mon": [ + 0.0, + 6.0 + ], + "Credit_Limit": [ + 1438.3, + 34516.0 + ], + "Customer_Age": [ + 26.0, + 73.0 + ], + "Dependent_count": [ + 0.0, + 5.0 + ], + "Months_Inactive_12_mon": [ + 0.0, + 6.0 + ], + "Months_on_book": [ + 13.0, + 56.0 + ], + "Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1": [ + 7.6642e-06, + 0.99958 + ], + "Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2": [ + 0.00041998, + 0.99999 + ], + "Total_Amt_Chng_Q4_Q1": [ + 0.0, + 3.397 + ], + "Total_Ct_Chng_Q4_Q1": [ + 0.0, + 3.714 + ], + "Total_Relationship_Count": [ + 1.0, + 6.0 + ], + "Total_Revolving_Bal": [ + 0.0, + 2517.0 + ], + "Total_Trans_Amt": [ + 510.0, + 18484.0 + ], + "Total_Trans_Ct": [ + 10.0, + 139.0 + ] + }, + "cat_feature_value": { + "Attrition_Flag": [ + "Attrited Customer", + "Existing Customer" + ], + "Card_Category": [ + "Blue", + "Gold", + "Platinum", + "Silver" + ], + "Education_Level": [ + "College", + "Doctorate", + "Graduate", + "High School", + "Post-Graduate", + "Uneducated", + "Unknown" + ], + "Gender": [ + "F", + "M" + ], + "Income_Category": [ + "$120K +", + "$40K - $60K", + "$60K - $80K", + "$80K - $120K", + "Less than $40K", + "Unknown" + ], + "Marital_Status": [ + "Divorced", + "Married", + "Single", + "Unknown" + ] + } +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/info_mod.json b/single_point_prediction/finance/Credit_Card_customers_B1/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..cac76b9ebe2874da0de507def2b340d9bc3db1c0 --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/info_mod.json @@ -0,0 +1,202 @@ +{ + "name": "Credit Card customers", + "source": "https://www.kaggle.com/datasets/sakshigoyal7/credit-card-customers/data", + "data_intro": "this dataset consists of 10,000 customers mentioning their age, salary, marital_status, credit card limit, credit card category, etc,try to predict what kind of client is likely to leave", + "is_splited": false, + "overall_size": 10127, + "train_size": 0, + "test_size": 0, + "c_classes": 6, + "n_classes": 17, + "task_type": "classification", + "target": "Attrition_Flag", + "cat_feature_intro": { + "Gender": "- Gender: Demographic variable - M=Male, F=Female", + "Education_Level": "- Education_Level:Demographic variable - Educational Qualification of the account holder (example: high school, college graduate, etc.)", + "Marital_Status": "- Marital_Status:Demographic variable - Married, Single, Divorced, Unknown", + "Income_Category": "- Income_Category: Demographic variable - Annual Income Category of the account holder (< $40K, $40K - 60K, $60K - $80K, $80K-$120K, > $120K, Unknown)", + "Card_Category": "- Card_Category: Product Variable - Type of Card (Blue, Silver, Gold, Platinum)" + }, + "num_feature_intro": { + "CLIENTNUM": "- CLIENTNUM:Client number. Unique identifier for the customer holding the account", + "Customer_Age": "- Customer_Age:Demographic variable - Customer's Age in Years", + "Dependent_count": "- Dependent_count:Demographic variable - Number of dependents", + "Months_on_book": "- Months_on_book:Period of relationship with bank", + "Total_Relationship_Count": "- Total_Relationship_Count:Total no. of products held by the customer", + "Months_Inactive_12_mon": "- Months_Inactive_12_mon:No. of months inactive in the last 12 months", + "Contacts_Count_12_mon": "- Contacts_Count_12_mon:No. of Contacts in the last 12 months", + "Credit_Limit": "- Credit_Limit:Credit Limit on the Credit Card", + "Total_Revolving_Bal": "- Total_Revolving_Bal:Total Revolving Balance on the Credit Card", + "Avg_Open_To_Buy": "- Avg_Open_To_Buy:Open to Buy Credit Line (Average of last 12 months)", + "Total_Amt_Chng_Q4_Q1": "- Total_Amt_Chng_Q4_Q1:Change in Transaction Amount (Q4 over Q1)", + "Total_Trans_Amt": "- Total_Trans_Amt:Total Transaction Amount (Last 12 months)", + "Total_Trans_Ct": "- Total_Trans_Ct:Total Transaction Count (Last 12 months)", + "Total_Ct_Chng_Q4_Q1": "- Total_Ct_Chng_Q4_Q1:Change in Transaction Count (Q4 over Q1)", + "Avg_Utilization_Ratio": "- Avg_Utilization_Ratio:Average Card Utilization Ratio" + }, + "evaluation_metric": null, + "num_feature_value": { + "CLIENTNUM": [ + 708082083.0, + 828343083.0 + ], + "Customer_Age": [ + 26.0, + 73.0 + ], + "Dependent_count": [ + 0.0, + 5.0 + ], + "Months_on_book": [ + 13.0, + 56.0 + ], + "Total_Relationship_Count": [ + 1.0, + 6.0 + ], + "Months_Inactive_12_mon": [ + 0.0, + 6.0 + ], + "Contacts_Count_12_mon": [ + 0.0, + 6.0 + ], + "Credit_Limit": [ + 1438.3, + 34516.0 + ], + "Total_Revolving_Bal": [ + 0.0, + 2517.0 + ], + "Avg_Open_To_Buy": [ + 3.0, + 34516.0 + ], + "Total_Amt_Chng_Q4_Q1": [ + 0.0, + 3.397 + ], + "Total_Trans_Amt": [ + 510.0, + 18484.0 + ], + "Total_Trans_Ct": [ + 10.0, + 139.0 + ], + "Total_Ct_Chng_Q4_Q1": [ + 0.0, + 3.714 + ], + "Avg_Utilization_Ratio": [ + 0.0, + 0.999 + ] + }, + "cat_feature_value": { + "Gender": [ + "F", + "M" + ], + "Education_Level": [ + "College", + "Doctorate", + "Graduate", + "High School", + "Post-Graduate", + "Uneducated" + ], + "Marital_Status": [ + "Divorced", + "Married", + "Single" + ], + "Income_Category": [ + "$120K +", + "$40K - $60K", + "$60K - $80K", + "$80K - $120K", + "Less than $40K" + ], + "Card_Category": [ + "Blue", + "Gold", + "Platinum", + "Silver" + ] + }, + "columns": [ + "CLIENTNUM", + "Attrition_Flag", + "Customer_Age", + "Gender", + "Dependent_count", + "Education_Level", + "Marital_Status", + "Income_Category", + "Card_Category", + "Months_on_book", + "Total_Relationship_Count", + "Months_Inactive_12_mon", + "Contacts_Count_12_mon", + "Credit_Limit", + "Total_Revolving_Bal", + "Avg_Open_To_Buy", + "Total_Amt_Chng_Q4_Q1", + "Total_Trans_Amt", + "Total_Trans_Ct", + "Total_Ct_Chng_Q4_Q1", + "Avg_Utilization_Ratio" + ], + "feature_columns": [ + "CLIENTNUM", + "Customer_Age", + "Gender", + "Dependent_count", + "Education_Level", + "Marital_Status", + "Income_Category", + "Card_Category", + "Months_on_book", + "Total_Relationship_Count", + "Months_Inactive_12_mon", + "Contacts_Count_12_mon", + "Credit_Limit", + "Total_Revolving_Bal", + "Avg_Open_To_Buy", + "Total_Amt_Chng_Q4_Q1", + "Total_Trans_Amt", + "Total_Trans_Ct", + "Total_Ct_Chng_Q4_Q1", + "Avg_Utilization_Ratio" + ], + "feature_types": { + "CLIENTNUM": "numeric", + "Customer_Age": "numeric", + "Gender": "categorical", + "Dependent_count": "numeric", + "Education_Level": "categorical", + "Marital_Status": "categorical", + "Income_Category": "categorical", + "Card_Category": "categorical", + "Months_on_book": "numeric", + "Total_Relationship_Count": "numeric", + "Months_Inactive_12_mon": "numeric", + "Contacts_Count_12_mon": "numeric", + "Credit_Limit": "numeric", + "Total_Revolving_Bal": "numeric", + "Avg_Open_To_Buy": "numeric", + "Total_Amt_Chng_Q4_Q1": "numeric", + "Total_Trans_Amt": "numeric", + "Total_Trans_Ct": "numeric", + "Total_Ct_Chng_Q4_Q1": "numeric", + "Avg_Utilization_Ratio": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/test.csv b/single_point_prediction/finance/Credit_Card_customers_B1/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..c76fbb92a1cb686aec6cb1a78f6bd3beb31b3102 --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/test.csv @@ -0,0 +1,9 @@ +CLIENTNUM,Attrition_Flag,Customer_Age,Gender,Dependent_count,Education_Level,Marital_Status,Income_Category,Card_Category,Months_on_book,Total_Relationship_Count,Months_Inactive_12_mon,Contacts_Count_12_mon,Credit_Limit,Total_Revolving_Bal,Avg_Open_To_Buy,Total_Amt_Chng_Q4_Q1,Total_Trans_Amt,Total_Trans_Ct,Total_Ct_Chng_Q4_Q1,Avg_Utilization_Ratio +801366783,Existing Customer,51,F,1,College,Single,Less than $40K,Blue,45,3,3,2,4860.0,1772,3088.0,0.561,4329,80,0.86,0.365 +717035283,Attrited Customer,46,M,1,Graduate,Single,$60K - $80K,Blue,37,2,3,4,2445.0,848,1597.0,0.771,2216,39,0.56,0.347 +713352183,Existing Customer,30,M,1,Post-Graduate,Married,Less than $40K,Blue,17,5,1,2,7173.0,1227,5946.0,0.646,1793,33,0.737,0.171 +778353183,Existing Customer,31,F,0,High School,Married,Less than $40K,Blue,13,5,2,3,3201.0,984,2217.0,0.639,5155,77,0.925,0.307 +715023333,Existing Customer,39,M,2,Uneducated,Married,Less than $40K,Blue,34,4,2,4,3702.0,1118,2584.0,1.04,2585,64,0.778,0.302 +712955433,Existing Customer,36,F,4,Uneducated,Unknown,$40K - $60K,Blue,16,1,2,2,4370.0,1222,3148.0,0.648,7223,90,0.552,0.28 +720372483,Existing Customer,60,F,0,High School,Married,Less than $40K,Blue,36,1,1,3,4147.0,2262,1885.0,0.565,14624,111,0.79,0.545 +713923233,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,36,6,3,3,2790.0,2185,605.0,0.671,3392,86,0.755,0.783 diff --git a/single_point_prediction/finance/Credit_Card_customers_B1/train.csv b/single_point_prediction/finance/Credit_Card_customers_B1/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..84db08c2794090991914cdcfb8a2357555ec744e --- /dev/null +++ b/single_point_prediction/finance/Credit_Card_customers_B1/train.csv @@ -0,0 +1,10112 @@ +CLIENTNUM,Attrition_Flag,Customer_Age,Gender,Dependent_count,Education_Level,Marital_Status,Income_Category,Card_Category,Months_on_book,Total_Relationship_Count,Months_Inactive_12_mon,Contacts_Count_12_mon,Credit_Limit,Total_Revolving_Bal,Avg_Open_To_Buy,Total_Amt_Chng_Q4_Q1,Total_Trans_Amt,Total_Trans_Ct,Total_Ct_Chng_Q4_Q1,Avg_Utilization_Ratio +710930508,Existing Customer,37,M,3,Uneducated,Single,$60K - $80K,Blue,36,5,2,0,22352.0,2517,19835.0,3.355,1350,24,1.182,0.113 +719661558,Existing Customer,48,M,2,Graduate,Single,$80K - $120K,Blue,36,6,3,3,11656.0,1677,9979.0,1.524,1441,32,0.882,0.144 +708790833,Existing Customer,42,M,5,Uneducated,Unknown,$120K +,Blue,31,5,3,2,6748.0,1467,5281.0,0.831,1201,42,0.68,0.217 +710821833,Existing Customer,65,M,1,Unknown,Married,$40K - $60K,Blue,54,6,2,3,9095.0,1587,7508.0,1.433,1314,26,1.364,0.174 +710599683,Existing Customer,56,M,1,College,Single,$80K - $120K,Blue,36,3,6,0,11751.0,0,11751.0,3.397,1539,17,3.25,0.0 +816082233,Existing Customer,35,M,3,Graduate,Unknown,$60K - $80K,Blue,30,5,1,3,8547.0,1666,6881.0,1.163,1311,33,2.0,0.195 +712396908,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,48,5,2,2,2436.0,680,1756.0,1.19,1570,29,0.611,0.279 +714885258,Existing Customer,44,M,4,Unknown,Unknown,$80K - $120K,Blue,37,5,1,2,4234.0,972,3262.0,1.707,1348,27,1.7,0.23 +709967358,Existing Customer,48,M,4,Post-Graduate,Single,$80K - $120K,Blue,36,6,2,3,30367.0,2362,28005.0,1.708,1671,27,0.929,0.078 +753327333,Existing Customer,41,M,3,Unknown,Married,$80K - $120K,Blue,34,4,4,1,13535.0,1291,12244.0,0.653,1028,21,1.625,0.095 +806160108,Existing Customer,61,M,1,High School,Married,$40K - $60K,Blue,56,2,2,3,3193.0,2517,676.0,1.831,1336,30,1.143,0.788 +709327383,Existing Customer,45,F,2,Graduate,Married,Unknown,Blue,37,6,1,2,14470.0,1157,13313.0,0.966,1207,21,0.909,0.08 +806165208,Existing Customer,47,M,1,Doctorate,Divorced,$60K - $80K,Blue,42,5,2,0,20979.0,1800,19179.0,0.906,1178,27,0.929,0.086 +708508758,Attrited Customer,62,F,0,Graduate,Married,Less than $40K,Blue,49,2,3,3,1438.3,0,1438.3,1.047,692,16,0.6,0.0 +784725333,Existing Customer,41,M,3,High School,Married,$40K - $60K,Blue,33,4,2,1,4470.0,680,3790.0,1.608,931,18,1.571,0.152 +811604133,Existing Customer,47,F,4,Unknown,Single,Less than $40K,Blue,36,3,3,2,2492.0,1560,932.0,0.573,1126,23,0.353,0.626 +789124683,Existing Customer,54,M,2,Unknown,Married,$80K - $120K,Blue,42,4,2,3,12217.0,0,12217.0,1.075,1110,21,0.75,0.0 +771071958,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Blue,28,6,1,2,7768.0,1669,6099.0,0.797,1051,22,0.833,0.215 +720466383,Existing Customer,59,M,1,High School,Unknown,$40K - $60K,Blue,46,4,1,2,14784.0,1374,13410.0,0.921,1197,23,1.3,0.093 +804424383,Existing Customer,63,M,1,Unknown,Married,$60K - $80K,Blue,56,3,3,2,10215.0,1010,9205.0,0.843,1904,40,1.0,0.099 +718813833,Existing Customer,44,F,3,Uneducated,Single,Unknown,Blue,34,5,2,2,10100.0,0,10100.0,0.525,1052,18,1.571,0.0 +806624208,Existing Customer,47,M,4,High School,Married,$40K - $60K,Blue,42,6,0,0,4785.0,1362,3423.0,0.739,1045,38,0.9,0.285 +778348233,Existing Customer,53,M,3,Unknown,Married,$80K - $120K,Blue,33,3,2,3,2753.0,1811,942.0,0.977,1038,25,2.571,0.658 +712991808,Existing Customer,53,M,2,Uneducated,Married,$60K - $80K,Blue,48,2,5,1,2451.0,1690,761.0,1.323,1596,26,1.6,0.69 +709029408,Existing Customer,41,M,4,Graduate,Married,$60K - $80K,Blue,36,4,1,2,8923.0,2517,6406.0,1.726,1589,24,1.667,0.282 +788658483,Existing Customer,53,F,2,College,Married,Less than $40K,Blue,38,5,2,3,2650.0,1490,1160.0,1.75,1411,28,1.0,0.562 +787937058,Existing Customer,58,M,0,Graduate,Married,$80K - $120K,Blue,49,6,2,2,12555.0,1696,10859.0,0.519,1291,24,0.714,0.135 +715318008,Existing Customer,55,F,1,College,Single,Less than $40K,Blue,36,4,2,1,3520.0,1914,1606.0,0.51,1407,43,0.483,0.544 +713962233,Existing Customer,55,F,3,Graduate,Married,Less than $40K,Blue,36,6,2,3,3035.0,2298,737.0,1.724,1877,37,1.176,0.757 +785432733,Existing Customer,42,F,4,High School,Married,Less than $40K,Gold,36,2,3,3,15433.0,0,15433.0,0.865,966,22,1.2,0.0 +715190283,Existing Customer,57,F,1,Graduate,Unknown,$40K - $60K,Blue,49,3,3,2,3672.0,886,2786.0,1.32,1464,28,0.556,0.241 +708300483,Attrited Customer,66,F,0,Doctorate,Married,Unknown,Blue,56,5,4,3,7882.0,605,7277.0,1.052,704,16,0.143,0.077 +827111283,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,41,2,2,2,32426.0,578,31848.0,1.042,1109,28,0.474,0.018 +758551608,Existing Customer,51,M,2,Unknown,Married,$40K - $60K,Blue,44,4,1,0,6205.0,2204,4001.0,0.803,1347,28,0.556,0.355 +773146383,Existing Customer,50,F,1,College,Single,$40K - $60K,Silver,43,3,2,3,17304.0,2517,14787.0,1.449,1756,33,1.2,0.145 +778493808,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,37,5,2,1,3906.0,0,3906.0,1.214,1756,32,1.0,0.0 +720572508,Existing Customer,38,F,4,Graduate,Single,Unknown,Blue,28,2,3,3,9830.0,2055,7775.0,0.977,1042,23,0.917,0.209 +712661433,Existing Customer,49,M,4,Uneducated,Single,$80K - $120K,Blue,30,3,2,3,34516.0,0,34516.0,1.621,1444,28,1.333,0.0 +789172683,Existing Customer,56,M,2,Doctorate,Married,$60K - $80K,Blue,45,6,2,0,2283.0,1430,853.0,2.316,1741,27,0.588,0.626 +738406533,Existing Customer,59,M,1,Doctorate,Married,$40K - $60K,Blue,52,3,2,2,2548.0,2020,528.0,2.357,1719,27,1.7,0.793 +799723908,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,40,4,3,3,19458.0,1435,18023.0,0.787,1217,27,0.8,0.074 +771490833,Existing Customer,52,M,1,College,Single,$80K - $120K,Blue,40,5,1,1,4745.0,1227,3518.0,0.624,1140,40,0.6,0.259 +720756708,Existing Customer,52,F,3,Unknown,Married,Less than $40K,Blue,41,6,3,2,2622.0,1549,1073.0,1.321,1878,30,1.143,0.591 +779471883,Attrited Customer,54,F,1,Graduate,Married,Less than $40K,Blue,40,2,3,1,1438.3,808,630.3,0.997,705,19,0.9,0.562 +711525033,Existing Customer,66,F,0,High School,Married,Less than $40K,Blue,54,3,4,2,3171.0,2179,992.0,1.224,1946,38,1.923,0.687 +712813458,Existing Customer,49,M,2,Unknown,Married,$120K +,Blue,36,4,2,0,19763.0,2517,17246.0,0.664,1414,35,0.25,0.127 +714374133,Attrited Customer,56,M,2,Graduate,Married,$120K +,Blue,36,1,3,3,15769.0,0,15769.0,1.041,602,15,0.364,0.0 +717891558,Existing Customer,49,F,4,Graduate,Unknown,Less than $40K,Blue,36,6,4,2,3298.0,2200,1098.0,0.678,1052,32,0.6,0.667 +716632758,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,2,2,0,2802.0,2363,439.0,0.75,1295,40,0.6,0.843 +768563658,Existing Customer,56,M,2,Uneducated,Married,$40K - $60K,Blue,50,4,2,3,4458.0,1880,2578.0,1.107,1424,29,1.417,0.422 +711427458,Existing Customer,44,F,5,Graduate,Married,Unknown,Blue,35,4,1,2,6273.0,978,5295.0,2.275,1359,25,1.083,0.156 +714091983,Existing Customer,42,M,2,High School,Single,$60K - $80K,Blue,34,4,4,3,3336.0,1753,1583.0,0.69,1168,27,1.25,0.525 +787584108,Existing Customer,55,M,3,Unknown,Married,$80K - $120K,Blue,47,4,2,3,3436.0,2016,1420.0,0.901,1097,33,0.833,0.587 +712030833,Attrited Customer,48,M,2,Graduate,Married,$60K - $80K,Silver,35,2,4,4,34516.0,0,34516.0,0.763,691,15,0.5,0.0 +711481533,Existing Customer,39,M,1,High School,Divorced,$60K - $80K,Blue,33,5,3,3,5926.0,1251,4675.0,0.944,1316,28,1.154,0.211 +710082708,Existing Customer,44,M,4,Post-Graduate,Single,$120K +,Blue,32,2,4,2,23957.0,2102,21855.0,0.997,1276,26,0.733,0.088 +708155733,Existing Customer,53,M,2,High School,Single,$120K +,Blue,44,4,2,2,14734.0,1634,13100.0,0.989,1289,23,0.917,0.111 +788979258,Existing Customer,51,M,4,Uneducated,Single,$80K - $120K,Silver,38,4,1,4,34516.0,1515,33001.0,0.592,1293,32,0.6,0.044 +807986133,Existing Customer,57,M,2,College,Married,$60K - $80K,Blue,52,5,3,3,6584.0,1817,4767.0,0.62,1353,35,0.667,0.276 +788730933,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,20,6,3,3,2084.0,1468,616.0,1.004,1132,28,0.556,0.704 +711314058,Existing Customer,49,M,2,Graduate,Married,$60K - $80K,Blue,32,2,2,2,1687.0,1107,580.0,1.715,1670,17,2.4,0.656 +717975333,Existing Customer,50,M,2,Doctorate,Married,$80K - $120K,Blue,38,6,2,2,25300.0,1330,23970.0,1.072,837,15,2.0,0.053 +715971108,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,42,3,2,3,34516.0,1763,32753.0,1.266,1550,41,1.05,0.051 +720096558,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,42,5,3,3,2216.0,1034,1182.0,0.758,1540,36,0.286,0.467 +719580033,Existing Customer,54,M,1,Graduate,Unknown,$60K - $80K,Blue,43,4,2,3,2910.0,2030,880.0,0.769,1256,21,0.4,0.698 +820582308,Existing Customer,42,M,5,Uneducated,Married,$80K - $120K,Blue,37,6,2,2,22913.0,1528,21385.0,0.414,1394,35,0.522,0.067 +789973308,Existing Customer,44,M,1,College,Single,$60K - $80K,Blue,35,3,3,3,24312.0,1932,22380.0,1.312,1341,24,1.182,0.079 +712876233,Existing Customer,53,M,2,Graduate,Single,$80K - $120K,Blue,36,5,3,2,5272.0,1515,3757.0,0.857,1289,33,0.435,0.287 +804595158,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,36,6,4,2,7000.0,2517,4483.0,0.475,1112,23,1.875,0.36 +714826758,Existing Customer,37,F,3,Uneducated,Single,Less than $40K,Blue,29,4,4,2,7038.0,1801,5237.0,0.751,2339,57,0.966,0.256 +779058108,Existing Customer,49,M,3,Graduate,Divorced,$60K - $80K,Blue,30,6,1,2,2536.0,1823,713.0,0.703,1468,23,0.353,0.719 +710790258,Existing Customer,47,M,2,Graduate,Married,$80K - $120K,Blue,38,6,3,2,28904.0,1899,27005.0,0.85,1334,35,0.4,0.066 +715623483,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,37,4,4,0,8567.0,1695,6872.0,1.242,1457,41,1.412,0.198 +715156383,Existing Customer,44,M,1,Unknown,Unknown,$120K +,Blue,36,6,2,2,34516.0,1533,32983.0,0.924,1603,29,0.526,0.044 +711013983,Attrited Customer,55,F,4,Unknown,Married,$40K - $60K,Blue,45,2,4,3,2158.0,0,2158.0,0.585,615,12,0.714,0.0 +755420433,Existing Customer,59,F,1,Graduate,Married,Unknown,Blue,52,2,3,3,10133.0,1417,8716.0,0.383,1068,20,0.818,0.14 +794543958,Existing Customer,53,M,1,Graduate,Divorced,$80K - $120K,Blue,35,5,4,2,34516.0,1219,33297.0,1.129,1590,27,2.0,0.035 +716396358,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,47,5,3,0,3085.0,1910,1175.0,0.921,1531,35,0.667,0.619 +715398033,Existing Customer,53,M,2,High School,Single,$120K +,Blue,35,4,2,1,19040.0,2056,16984.0,0.607,1212,31,0.722,0.108 +711743883,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,35,5,2,3,4026.0,0,4026.0,0.483,1237,32,0.6,0.0 +719720058,Existing Customer,44,M,3,High School,Single,$60K - $80K,Blue,31,4,3,1,12756.0,837,11919.0,1.932,1413,14,1.8,0.066 +778992108,Existing Customer,57,M,2,Unknown,Married,$120K +,Blue,45,5,3,3,5266.0,0,5266.0,1.702,1516,29,1.636,0.0 +717539808,Existing Customer,51,F,2,High School,Single,Less than $40K,Blue,36,3,2,2,9930.0,0,9930.0,0.731,1276,21,1.333,0.0 +714070758,Existing Customer,49,M,4,High School,Single,$80K - $120K,Blue,38,4,3,0,31302.0,1953,29349.0,0.875,1564,35,2.182,0.062 +714107958,Existing Customer,45,M,1,Graduate,Single,$40K - $60K,Blue,36,4,4,3,6576.0,0,6576.0,0.579,1465,34,0.619,0.0 +789140283,Existing Customer,53,M,0,Graduate,Single,$80K - $120K,Blue,42,5,4,1,2664.0,2037,627.0,0.85,1286,29,0.933,0.765 +715550508,Existing Customer,45,F,3,Unknown,Married,Unknown,Blue,28,5,1,2,2535.0,2440,95.0,1.705,1312,20,1.222,0.963 +719712633,Existing Customer,64,M,1,Graduate,Married,Less than $40K,Blue,52,6,4,3,1709.0,895,814.0,1.656,1673,32,0.882,0.524 +772629333,Existing Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,35,5,4,2,3454.0,1200,2254.0,0.597,1313,30,0.304,0.347 +720336708,Existing Customer,53,M,3,Doctorate,Married,$40K - $60K,Blue,35,5,3,2,3789.0,1706,2083.0,1.047,1609,42,0.68,0.45 +802013583,Existing Customer,56,M,3,College,Married,$120K +,Blue,50,3,2,0,9689.0,2250,7439.0,0.576,1158,19,0.727,0.232 +711887583,Attrited Customer,47,M,2,Unknown,Married,$80K - $120K,Blue,37,2,3,3,5449.0,1628,3821.0,0.696,836,18,0.385,0.299 +714778833,Existing Customer,49,F,3,College,Single,Unknown,Blue,43,4,4,0,23032.0,1960,21072.0,0.619,1289,22,1.0,0.085 +713843283,Existing Customer,41,F,3,Unknown,Married,Unknown,Silver,34,5,3,3,34516.0,2053,32463.0,1.034,1487,26,0.733,0.059 +779155158,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,34,6,2,2,2940.0,1264,1676.0,0.562,1259,33,0.5,0.43 +721091583,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,32,3,3,3,3031.0,1879,1152.0,0.788,1298,15,1.5,0.62 +713572683,Existing Customer,44,M,3,High School,Unknown,$60K - $80K,Blue,25,3,3,0,1862.0,0,1862.0,0.883,1226,34,0.789,0.0 +716657058,Existing Customer,43,F,4,Post-Graduate,Married,Less than $40K,Blue,33,2,3,3,8358.0,926,7432.0,0.762,1566,37,0.542,0.111 +779509983,Existing Customer,53,M,2,Post-Graduate,Single,$120K +,Blue,36,6,1,2,34516.0,931,33585.0,0.828,1022,21,1.1,0.027 +717929133,Existing Customer,44,M,1,Uneducated,Married,$60K - $80K,Blue,36,5,2,3,14450.0,2440,12010.0,1.283,1235,30,0.667,0.169 +808284783,Existing Customer,62,F,1,Unknown,Married,Less than $40K,Blue,56,6,0,0,1438.3,0,1438.3,0.813,1951,44,1.095,0.0 +708476808,Existing Customer,54,M,4,Unknown,Divorced,$120K +,Blue,36,6,3,2,33791.0,1960,31831.0,0.618,1047,31,0.824,0.058 +710916408,Existing Customer,57,M,4,Graduate,Married,$60K - $80K,Blue,39,4,3,0,8466.0,1886,6580.0,0.56,1342,32,0.391,0.223 +708492558,Existing Customer,42,M,3,Unknown,Married,$60K - $80K,Blue,36,5,3,3,15088.0,865,14223.0,0.939,1107,21,1.625,0.057 +799825758,Existing Customer,42,M,4,High School,Divorced,$60K - $80K,Blue,36,5,1,2,3263.0,1674,1589.0,0.588,1251,35,0.346,0.513 +718619883,Existing Customer,54,F,0,Uneducated,Married,Less than $40K,Blue,36,2,2,2,1494.0,706,788.0,1.674,1305,24,3.0,0.473 +711844758,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,35,6,1,0,13551.0,1294,12257.0,0.791,1388,37,1.056,0.095 +714798783,Existing Customer,49,M,1,Graduate,Single,$80K - $120K,Blue,36,6,2,2,18886.0,895,17991.0,1.826,1235,18,1.571,0.047 +826762908,Existing Customer,52,M,3,High School,Unknown,$80K - $120K,Blue,48,3,2,0,11976.0,1273,10703.0,1.024,2089,36,1.118,0.106 +771894558,Existing Customer,50,M,3,High School,Single,$80K - $120K,Blue,39,4,1,4,9964.0,1559,8405.0,1.873,1626,25,0.786,0.156 +721074183,Existing Customer,49,M,1,Doctorate,Married,$60K - $80K,Blue,36,4,6,3,24159.0,1196,22963.0,0.712,1111,24,1.0,0.05 +715259583,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,44,3,2,3,5362.0,1901,3461.0,0.816,1553,38,1.0,0.355 +718414008,Existing Customer,50,M,2,Graduate,Single,$120K +,Blue,36,3,2,2,34516.0,1023,33493.0,1.004,1064,13,0.625,0.03 +719666283,Existing Customer,55,F,1,Doctorate,Married,Less than $40K,Blue,36,4,1,0,3174.0,1951,1223.0,0.766,1243,29,0.611,0.615 +714877233,Existing Customer,53,M,1,High School,Married,$80K - $120K,Blue,47,3,2,2,12262.0,1836,10426.0,1.584,1659,38,1.533,0.15 +785387883,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,41,4,3,3,3788.0,1540,2248.0,0.566,1594,47,0.382,0.407 +771075258,Existing Customer,55,M,2,College,Single,$120K +,Silver,42,2,3,2,34516.0,1527,32989.0,0.526,1268,42,0.355,0.044 +711318033,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Blue,36,4,2,2,2926.0,0,2926.0,0.676,1304,24,0.846,0.0 +783554958,Existing Customer,58,M,4,Graduate,Single,$120K +,Blue,52,6,1,0,32090.0,0,32090.0,0.567,1368,30,0.364,0.0 +720201033,Attrited Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,3,3,2,11669.0,2227,9442.0,0.622,720,23,0.353,0.191 +718039683,Existing Customer,52,M,2,High School,Single,$40K - $60K,Blue,45,3,1,2,13532.0,1300,12232.0,0.846,1521,29,1.417,0.096 +710806083,Existing Customer,50,F,1,Uneducated,Unknown,Less than $40K,Silver,36,4,2,2,11888.0,2090,9798.0,0.7,1137,30,0.765,0.176 +714752208,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,36,5,1,2,2393.0,1985,408.0,0.788,978,16,0.778,0.83 +822063408,Existing Customer,43,M,4,Unknown,Married,$40K - $60K,Blue,39,5,1,2,6111.0,2517,3594.0,0.632,1221,16,2.2,0.412 +714490308,Existing Customer,57,M,4,Graduate,Married,$80K - $120K,Blue,46,3,2,3,19270.0,1662,17608.0,1.186,1565,28,1.545,0.086 +713356833,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,43,3,1,4,3710.0,2517,1193.0,1.541,1578,34,0.7,0.678 +711402333,Existing Customer,47,M,2,Doctorate,Single,Less than $40K,Blue,37,2,1,3,3235.0,797,2438.0,0.541,1493,32,1.0,0.246 +708296883,Existing Customer,44,F,3,Graduate,Single,$40K - $60K,Blue,38,3,1,0,11749.0,788,10961.0,0.688,1178,27,0.929,0.067 +719154483,Existing Customer,53,M,2,High School,Divorced,$60K - $80K,Blue,36,5,3,2,7753.0,2100,5653.0,0.839,991,26,0.733,0.271 +717721458,Existing Customer,45,M,4,College,Divorced,$60K - $80K,Blue,40,5,1,0,10408.0,1186,9222.0,1.689,2560,42,1.211,0.114 +711112683,Existing Customer,63,F,1,College,Married,Unknown,Blue,36,6,2,3,3967.0,1568,2399.0,1.236,1657,29,1.231,0.395 +715674483,Existing Customer,39,F,2,Post-Graduate,Single,Less than $40K,Blue,27,4,2,2,6205.0,2517,3688.0,0.939,1204,19,0.727,0.406 +789322833,Attrited Customer,48,F,5,High School,Married,Less than $40K,Blue,38,1,3,3,8025.0,0,8025.0,0.654,673,18,0.8,0.0 +789968058,Existing Customer,51,M,1,Unknown,Single,$120K +,Blue,42,6,2,3,9036.0,2327,6709.0,0.649,1131,18,0.636,0.258 +709919283,Existing Customer,54,M,4,Graduate,Married,$80K - $120K,Blue,34,2,3,2,14926.0,2517,12409.0,1.996,1576,25,1.5,0.169 +718744008,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,3,6335.0,1128,5207.0,0.397,1217,20,0.667,0.178 +767712558,Attrited Customer,59,M,1,College,Single,$60K - $80K,Blue,53,2,3,3,14979.0,0,14979.0,0.71,530,10,1.0,0.0 +712950783,Attrited Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,38,3,2,3,2732.0,0,2732.0,0.76,739,16,0.455,0.0 +716104983,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,32,6,3,2,2250.0,2117,133.0,1.162,1617,31,2.875,0.941 +818839983,Existing Customer,55,M,2,Graduate,Married,$120K +,Blue,50,3,2,0,10916.0,1536,9380.0,1.317,1592,34,1.0,0.141 +772288758,Existing Customer,47,F,4,Graduate,Married,Unknown,Blue,36,4,1,3,5349.0,1228,4121.0,0.728,1343,30,1.308,0.23 +712350858,Existing Customer,41,M,2,High School,Married,$80K - $120K,Blue,24,4,1,3,9366.0,1104,8262.0,0.572,1303,39,0.625,0.118 +711009708,Existing Customer,40,M,3,High School,Single,$80K - $120K,Blue,28,5,1,0,21617.0,0,21617.0,1.047,1351,22,0.467,0.0 +712720158,Existing Customer,68,M,1,Graduate,Married,Unknown,Blue,56,5,2,3,13860.0,1652,12208.0,1.255,1910,32,1.909,0.119 +712215258,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Silver,31,2,2,3,18386.0,0,18386.0,0.868,1298,22,0.571,0.0 +773827008,Existing Customer,47,M,4,Uneducated,Single,$60K - $80K,Blue,41,6,2,2,2405.0,1540,865.0,0.469,1087,29,1.231,0.64 +795232683,Existing Customer,53,F,1,College,Married,Less than $40K,Blue,47,4,2,3,2154.0,930,1224.0,2.121,1439,26,1.364,0.432 +713786508,Existing Customer,42,F,5,Unknown,Married,$40K - $60K,Blue,36,3,3,3,2038.0,0,2038.0,0.786,1238,28,0.75,0.0 +713539833,Existing Customer,48,F,4,High School,Single,$40K - $60K,Blue,38,6,1,3,8135.0,0,8135.0,1.373,1716,29,0.812,0.0 +712454058,Existing Customer,49,M,1,Doctorate,Married,$120K +,Blue,38,6,1,3,9364.0,618,8746.0,0.554,1099,27,0.8,0.066 +718759833,Existing Customer,44,F,2,Uneducated,Married,Unknown,Silver,35,4,3,2,32643.0,0,32643.0,1.3,1058,24,2.429,0.0 +718803333,Existing Customer,43,F,4,Graduate,Divorced,Less than $40K,Blue,34,2,3,1,3195.0,1954,1241.0,0.971,1285,29,0.706,0.612 +720253908,Existing Customer,56,M,0,High School,Married,$80K - $120K,Blue,43,5,2,1,2852.0,1024,1828.0,1.009,1651,28,1.0,0.359 +714133158,Existing Customer,59,F,1,College,Single,Unknown,Blue,36,2,3,3,4224.0,1305,2919.0,0.852,1152,31,0.824,0.309 +713187033,Existing Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,36,3,2,2,20459.0,2071,18388.0,1.248,1767,38,2.167,0.101 +714791208,Existing Customer,47,F,4,Unknown,Divorced,Less than $40K,Blue,41,6,5,3,3482.0,2114,1368.0,0.508,1039,24,0.263,0.607 +772426383,Existing Customer,50,F,4,Uneducated,Married,$40K - $60K,Blue,40,5,2,3,3065.0,1570,1495.0,1.077,1130,28,1.333,0.512 +710975883,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,43,3,1,2,2185.0,1761,424.0,0.682,1645,30,0.429,0.806 +714264408,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,4,1,0,1611.0,746,865.0,0.993,1413,29,0.706,0.463 +715827858,Existing Customer,58,F,4,Uneducated,Married,Less than $40K,Blue,47,3,3,3,2822.0,2173,649.0,1.456,1218,23,2.286,0.77 +713741358,Attrited Customer,46,M,5,Graduate,Single,$80K - $120K,Blue,33,6,3,3,32975.0,2517,30458.0,0.658,597,17,0.7,0.076 +709531908,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,47,5,2,2,1438.3,0,1438.3,0.776,2184,53,0.828,0.0 +716493408,Existing Customer,45,F,4,Uneducated,Divorced,Unknown,Blue,36,4,3,3,15875.0,1719,14156.0,0.86,1592,37,1.467,0.108 +714141108,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,45,6,3,3,6703.0,893,5810.0,0.567,1388,28,0.75,0.133 +708953883,Attrited Customer,53,M,2,Unknown,Married,$80K - $120K,Blue,36,2,2,1,3212.0,0,3212.0,0.713,757,20,0.25,0.0 +712608783,Existing Customer,50,M,2,High School,Married,$80K - $120K,Silver,45,3,1,3,34516.0,1260,33256.0,0.588,1504,34,0.789,0.037 +820353558,Existing Customer,41,F,3,High School,Married,$40K - $60K,Blue,36,4,1,2,9797.0,1434,8363.0,0.644,1503,34,0.478,0.146 +714964758,Existing Customer,45,F,5,Graduate,Divorced,$40K - $60K,Blue,36,5,2,2,10400.0,1777,8623.0,0.791,1105,28,0.867,0.171 +716264358,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,42,2,1,2,26792.0,1836,24956.0,1.432,2398,47,0.88,0.069 +717296808,Existing Customer,67,F,1,Graduate,Married,Less than $40K,Blue,56,4,3,2,3006.0,2517,489.0,2.053,1661,32,1.0,0.837 +712977183,Existing Customer,57,F,2,Uneducated,Single,$40K - $60K,Silver,36,6,3,0,19482.0,1072,18410.0,0.706,1421,22,1.444,0.055 +710829108,Existing Customer,59,F,1,Uneducated,Married,$40K - $60K,Blue,36,4,2,3,3356.0,985,2371.0,0.35,999,28,0.556,0.294 +779562633,Existing Customer,45,M,2,Uneducated,Married,$40K - $60K,Blue,34,3,2,1,5771.0,2248,3523.0,1.791,1387,18,0.8,0.39 +715315833,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,36,6,2,3,11106.0,2107,8999.0,0.948,1243,24,1.0,0.19 +815500983,Existing Customer,59,F,1,Uneducated,Married,Less than $40K,Blue,54,5,3,0,2890.0,2001,889.0,1.334,1860,36,1.0,0.692 +719360583,Existing Customer,53,M,1,Graduate,Married,$60K - $80K,Blue,45,6,2,2,3380.0,1701,1679.0,0.747,1502,25,1.273,0.503 +709701558,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,36,2,1,2,21331.0,1251,20080.0,0.949,1460,50,1.083,0.059 +721148358,Existing Customer,49,F,3,Uneducated,Single,Unknown,Blue,38,6,2,1,12860.0,0,12860.0,0.646,1348,27,0.286,0.0 +779862408,Existing Customer,49,M,3,Post-Graduate,Single,$80K - $120K,Blue,33,3,1,0,6278.0,462,5816.0,1.161,1087,33,0.941,0.074 +812627208,Existing Customer,60,F,0,College,Single,Less than $40K,Blue,55,5,1,3,1438.3,738,700.3,0.782,1226,33,0.571,0.513 +711033408,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,5,1,2,9355.0,1626,7729.0,0.701,1230,28,0.867,0.174 +779956608,Existing Customer,41,F,2,Post-Graduate,Married,Unknown,Blue,31,6,1,3,20758.0,0,20758.0,0.688,1555,32,0.684,0.0 +780376683,Existing Customer,57,M,1,Graduate,Married,$80K - $120K,Blue,47,5,3,1,14612.0,1976,12636.0,1.768,1827,24,3.0,0.135 +717912483,Existing Customer,43,M,4,Graduate,Unknown,$80K - $120K,Blue,27,5,2,0,27259.0,0,27259.0,0.731,1376,35,0.591,0.0 +714454758,Existing Customer,57,F,3,Graduate,Married,Less than $40K,Blue,47,4,2,3,6347.0,1594,4753.0,0.896,1771,37,0.762,0.251 +780466533,Existing Customer,54,M,3,Doctorate,Married,$120K +,Blue,41,3,3,0,21592.0,1676,19916.0,1.097,1873,52,0.529,0.078 +715735233,Existing Customer,51,F,5,Post-Graduate,Married,Less than $40K,Blue,44,5,1,1,3449.0,1598,1851.0,0.971,1679,42,0.556,0.463 +720476733,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,34,2,1,2,6028.0,799,5229.0,0.819,1002,22,0.571,0.133 +715872333,Existing Customer,41,M,0,High School,Unknown,$120K +,Blue,36,3,2,3,18214.0,1998,16216.0,0.829,1344,21,1.1,0.11 +712375758,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,43,3,3,1,16393.0,1423,14970.0,1.642,1461,42,0.75,0.087 +708868233,Attrited Customer,68,M,0,High School,Married,Less than $40K,Blue,52,1,3,2,1438.3,900,538.3,0.743,760,21,0.615,0.626 +718030083,Existing Customer,59,M,1,College,Married,$60K - $80K,Blue,36,4,1,2,7871.0,1687,6184.0,1.242,1428,22,1.444,0.214 +720707283,Existing Customer,48,M,4,Unknown,Married,$80K - $120K,Blue,36,5,3,0,5288.0,866,4422.0,0.869,1777,42,0.75,0.164 +771698658,Existing Customer,44,M,5,Graduate,Married,$60K - $80K,Blue,32,4,5,3,11376.0,2006,9370.0,0.619,1302,27,0.8,0.176 +748326258,Existing Customer,48,M,3,College,Married,$80K - $120K,Blue,41,4,5,3,12302.0,1632,10670.0,1.509,1483,41,0.519,0.133 +770817783,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Silver,33,3,2,1,34516.0,1679,32837.0,0.623,1060,27,0.5,0.049 +779353083,Existing Customer,47,M,2,Graduate,Married,$60K - $80K,Silver,32,4,2,2,34516.0,1468,33048.0,0.505,1330,32,0.684,0.043 +711441333,Existing Customer,43,F,1,High School,Divorced,Less than $40K,Silver,35,3,2,2,10514.0,1580,8934.0,0.504,1229,27,0.8,0.15 +719808558,Attrited Customer,55,F,2,Graduate,Married,Less than $40K,Blue,43,2,4,3,1438.3,0,1438.3,0.707,886,27,0.421,0.0 +711551958,Attrited Customer,59,M,2,Post-Graduate,Married,$60K - $80K,Blue,46,3,3,3,1438.3,0,1438.3,0.688,844,24,0.5,0.0 +809164083,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,56,2,1,2,2619.0,1779,840.0,1.259,1450,37,0.947,0.679 +820596183,Existing Customer,58,M,2,College,Married,$120K +,Blue,53,2,3,0,24407.0,2395,22012.0,1.071,2311,48,0.714,0.098 +715999608,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,36,4,1,2,2377.0,1649,728.0,0.93,1378,26,1.167,0.694 +710565408,Existing Customer,59,M,0,Unknown,Unknown,$80K - $120K,Silver,40,3,2,3,34516.0,1359,33157.0,1.327,1033,26,1.364,0.039 +805543158,Existing Customer,52,M,3,Graduate,Married,$120K +,Blue,47,5,3,3,11086.0,2207,8879.0,0.869,1523,40,1.105,0.199 +709752183,Existing Customer,48,M,3,High School,Single,$60K - $80K,Blue,36,4,2,2,11432.0,2517,8915.0,0.615,1374,37,0.762,0.22 +716479233,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,36,5,3,2,13258.0,1721,11537.0,0.908,1080,21,1.333,0.13 +713837058,Existing Customer,48,M,2,College,Single,Less than $40K,Blue,36,3,2,3,2571.0,1955,616.0,0.531,1234,24,0.714,0.76 +718876683,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,31,5,2,0,5781.0,1168,4613.0,0.638,1600,32,0.455,0.202 +770746908,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,30,5,1,2,7872.0,2509,5363.0,0.971,1155,32,0.882,0.319 +794843883,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,35,6,1,2,34516.0,1202,33314.0,0.603,1353,33,0.737,0.035 +803043933,Existing Customer,44,F,3,Uneducated,Divorced,Less than $40K,Silver,38,4,1,3,11127.0,1835,9292.0,2.368,1546,25,1.273,0.165 +758076408,Existing Customer,50,M,2,Unknown,Single,$40K - $60K,Blue,43,2,1,3,1857.0,1603,254.0,0.579,1590,43,1.263,0.863 +714606558,Existing Customer,60,F,1,Uneducated,Married,Less than $40K,Blue,36,5,1,0,1913.0,1272,641.0,1.008,1448,22,1.0,0.665 +778425408,Existing Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,24,5,3,0,3839.0,2295,1544.0,0.569,1271,24,0.714,0.598 +714171108,Existing Customer,48,F,3,Graduate,Divorced,$40K - $60K,Blue,39,6,2,3,2115.0,1141,974.0,0.616,1223,20,0.538,0.539 +719662458,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,27,5,2,2,1438.3,679,759.3,0.859,1117,29,1.071,0.472 +713137233,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,28,4,3,0,27756.0,1789,25967.0,0.75,994,24,0.846,0.064 +769425858,Existing Customer,45,M,3,College,Single,$60K - $80K,Blue,32,4,1,2,1438.3,0,1438.3,0.81,1468,26,0.625,0.0 +711297483,Existing Customer,47,F,2,Uneducated,Divorced,Less than $40K,Silver,34,6,4,2,13878.0,2222,11656.0,0.853,1658,38,0.357,0.16 +788900883,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,36,3,1,3,3106.0,1304,1802.0,0.604,1368,38,0.407,0.42 +758348808,Existing Customer,51,M,2,Graduate,Married,$120K +,Blue,44,4,3,3,34516.0,1666,32850.0,0.613,1218,18,0.8,0.048 +772336458,Attrited Customer,60,F,1,Uneducated,Married,$40K - $60K,Blue,50,4,4,3,1438.3,1025,413.3,0.838,702,12,0.714,0.713 +708711483,Existing Customer,57,M,2,Unknown,Married,$80K - $120K,Blue,46,2,3,0,18871.0,1740,17131.0,1.727,1516,21,2.0,0.092 +717906783,Existing Customer,41,M,5,Graduate,Single,$120K +,Blue,29,5,2,2,5207.0,1748,3459.0,1.073,1310,26,1.0,0.336 +719437908,Existing Customer,44,M,3,Post-Graduate,Divorced,$80K - $120K,Blue,36,6,2,2,17965.0,1644,16321.0,0.921,1767,50,0.923,0.092 +769433508,Existing Customer,43,M,1,College,Single,$60K - $80K,Blue,37,6,3,3,2733.0,1819,914.0,0.767,933,25,0.923,0.666 +790096533,Existing Customer,55,M,2,College,Married,$60K - $80K,Blue,48,4,3,2,8863.0,1301,7562.0,1.207,1512,27,1.455,0.147 +720997383,Attrited Customer,52,M,1,Uneducated,Married,$80K - $120K,Blue,36,2,3,3,1857.0,1833,24.0,0.723,829,17,0.7,0.987 +787541883,Existing Customer,44,M,3,Graduate,Unknown,$80K - $120K,Blue,33,3,3,3,34516.0,0,34516.0,0.483,1120,27,0.35,0.0 +709930758,Existing Customer,41,M,2,Uneducated,Married,$40K - $60K,Blue,30,5,3,3,11107.0,1222,9885.0,0.538,1506,33,0.941,0.11 +789830058,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,34,4,1,2,21573.0,1585,19988.0,0.621,1384,36,2.273,0.073 +710299608,Attrited Customer,53,F,2,Unknown,Married,Less than $40K,Blue,33,2,3,3,2859.0,2517,342.0,0.993,817,30,0.667,0.88 +710741208,Existing Customer,39,M,2,High School,Single,$80K - $120K,Blue,36,4,2,2,5269.0,1475,3794.0,1.148,2094,25,0.667,0.28 +821797008,Attrited Customer,49,M,5,College,Married,$40K - $60K,Blue,45,2,2,3,1438.3,0,1438.3,0.734,815,21,0.615,0.0 +708874533,Attrited Customer,45,F,2,College,Married,Less than $40K,Blue,36,1,3,2,3387.0,0,3387.0,0.789,510,24,0.6,0.0 +715341858,Existing Customer,54,M,2,Graduate,Married,$80K - $120K,Blue,46,6,2,3,1982.0,1289,693.0,0.939,1377,49,0.69,0.65 +793636308,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Blue,43,2,2,2,4645.0,1650,2995.0,0.912,1193,33,0.65,0.355 +713779908,Existing Customer,46,F,3,Doctorate,Single,Unknown,Blue,36,6,3,2,2189.0,1666,523.0,0.343,1287,36,0.636,0.761 +712125258,Attrited Customer,46,M,4,High School,Married,$120K +,Blue,30,3,3,3,2442.0,0,2442.0,0.98,701,19,0.727,0.0 +709703433,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,38,4,1,2,21304.0,1532,19772.0,1.018,1770,25,0.923,0.072 +721022433,Existing Customer,44,M,2,Doctorate,Single,$60K - $80K,Blue,36,5,1,2,7577.0,2480,5097.0,0.435,1409,35,0.167,0.327 +710103558,Existing Customer,50,M,3,Post-Graduate,Single,$120K +,Blue,31,4,1,2,3234.0,1486,1748.0,0.868,1354,28,0.647,0.459 +715952883,Existing Customer,73,M,0,High School,Married,$40K - $60K,Blue,36,5,3,2,4469.0,1125,3344.0,1.363,1765,34,1.615,0.252 +719731458,Existing Customer,56,M,3,Unknown,Unknown,$40K - $60K,Blue,46,6,3,4,2910.0,709,2201.0,0.538,1192,27,0.588,0.244 +772390908,Attrited Customer,59,M,0,High School,Single,$40K - $60K,Blue,48,2,4,3,3616.0,1054,2562.0,0.616,687,17,0.545,0.291 +787348608,Existing Customer,70,M,0,High School,Married,Less than $40K,Blue,56,3,2,3,3252.0,1495,1757.0,0.581,1227,15,0.875,0.46 +709485033,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,36,4,3,3,2358.0,1152,1206.0,0.969,1737,26,1.6,0.489 +715432608,Existing Customer,43,M,4,Unknown,Single,$60K - $80K,Blue,36,4,1,0,22322.0,953,21369.0,0.769,1348,34,1.125,0.043 +799471833,Existing Customer,45,M,1,Uneducated,Single,$120K +,Blue,39,4,2,2,3133.0,1510,1623.0,0.609,1435,38,0.462,0.482 +714187533,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,35,2,3,0,3540.0,849,2691.0,0.456,1321,28,0.75,0.24 +779656908,Existing Customer,40,M,1,Graduate,Married,$40K - $60K,Blue,23,6,3,2,6990.0,1378,5612.0,0.73,1479,29,0.611,0.197 +788950158,Existing Customer,36,M,2,College,Unknown,$80K - $120K,Blue,22,2,2,3,34516.0,1652,32864.0,0.854,1283,39,1.294,0.048 +778867533,Attrited Customer,59,F,0,Post-Graduate,Married,$40K - $60K,Blue,40,1,4,1,1438.3,0,1438.3,1.038,689,23,0.353,0.0 +710620383,Existing Customer,43,M,4,Unknown,Married,$60K - $80K,Blue,35,6,3,2,24396.0,1171,23225.0,0.655,965,17,1.125,0.048 +778661358,Existing Customer,46,F,1,Unknown,Married,Less than $40K,Blue,36,2,3,2,2474.0,2143,331.0,1.53,1541,40,1.0,0.866 +789483333,Existing Customer,41,M,2,Uneducated,Married,$40K - $60K,Blue,32,5,1,3,5214.0,795,4419.0,0.707,1258,23,1.3,0.152 +809855808,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,46,5,2,2,5207.0,1650,3557.0,0.708,1339,20,0.538,0.317 +718464258,Existing Customer,51,F,3,Unknown,Unknown,Less than $40K,Blue,25,2,2,2,9512.0,1082,8430.0,0.701,1007,22,1.444,0.114 +708528483,Existing Customer,43,F,4,Graduate,Divorced,Unknown,Blue,23,6,3,2,3187.0,2430,757.0,0.617,1387,33,1.357,0.762 +771809733,Attrited Customer,64,F,0,High School,Married,$40K - $60K,Blue,53,1,3,3,3353.0,0,3353.0,1.021,960,18,0.385,0.0 +719942883,Existing Customer,54,M,5,Graduate,Married,$60K - $80K,Blue,38,3,3,3,2290.0,1434,856.0,0.923,1119,18,3.5,0.626 +807226683,Existing Customer,48,M,3,Unknown,Single,$40K - $60K,Blue,43,6,1,3,5279.0,1115,4164.0,0.549,1642,41,0.519,0.211 +717806133,Existing Customer,40,M,2,Uneducated,Divorced,$60K - $80K,Blue,29,5,3,0,23603.0,0,23603.0,0.795,1382,31,1.067,0.0 +720615708,Existing Customer,57,M,0,Uneducated,Married,$40K - $60K,Blue,45,6,2,2,2601.0,0,2601.0,0.814,1232,32,0.684,0.0 +714511758,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,40,4,3,0,6363.0,1029,5334.0,0.838,1542,16,1.286,0.162 +715050408,Existing Customer,41,M,3,High School,Single,$80K - $120K,Blue,36,4,3,3,8029.0,1576,6453.0,0.826,1094,32,0.524,0.196 +721132233,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,31,2,2,2,2410.0,1769,641.0,0.759,1217,30,1.143,0.734 +719211558,Attrited Customer,45,M,2,Graduate,Single,$60K - $80K,Blue,36,1,1,2,3401.0,0,3401.0,0.898,744,18,1.0,0.0 +712069008,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,23,4,2,0,2260.0,1007,1253.0,0.84,1614,33,0.737,0.446 +715996983,Existing Customer,47,M,4,Uneducated,Divorced,$80K - $120K,Blue,30,5,2,2,17682.0,2481,15201.0,1.302,1747,31,1.214,0.14 +773466258,Existing Customer,48,F,4,High School,Married,$40K - $60K,Blue,42,3,1,3,4206.0,1100,3106.0,0.587,1144,22,1.0,0.262 +798983508,Existing Customer,43,M,1,Graduate,Single,$80K - $120K,Silver,37,4,3,2,34516.0,1440,33076.0,1.117,1575,34,2.4,0.042 +719117433,Existing Customer,41,M,4,High School,Unknown,$80K - $120K,Blue,36,4,3,0,23018.0,2168,20850.0,0.859,1463,24,1.667,0.094 +716451183,Existing Customer,54,F,1,Uneducated,Married,$40K - $60K,Blue,44,5,2,3,5556.0,1711,3845.0,1.434,1706,21,1.625,0.308 +718621608,Attrited Customer,54,F,2,High School,Married,Unknown,Blue,44,3,3,1,6094.0,0,6094.0,1.129,909,14,0.273,0.0 +715085733,Existing Customer,61,M,0,Graduate,Married,$40K - $60K,Blue,52,3,1,2,2939.0,1999,940.0,2.145,2434,33,1.538,0.68 +788977833,Existing Customer,61,M,0,Uneducated,Married,$80K - $120K,Blue,48,2,1,0,5362.0,1274,4088.0,1.015,1876,41,0.783,0.238 +720272958,Attrited Customer,48,M,2,High School,Married,$120K +,Blue,36,3,3,3,27126.0,0,27126.0,0.953,1000,25,0.786,0.0 +708421833,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,6,3,2,3342.0,2517,825.0,0.771,1139,30,0.765,0.753 +709173108,Attrited Customer,54,F,4,Graduate,Married,Unknown,Blue,40,6,2,2,2532.0,2221,311.0,0.491,799,21,0.235,0.877 +709879458,Existing Customer,54,F,3,Doctorate,Married,Unknown,Blue,46,2,2,3,1900.0,1376,524.0,0.89,1881,45,0.607,0.724 +715120608,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,37,2,3,2,14546.0,1703,12843.0,0.955,1273,27,0.588,0.117 +770632758,Existing Customer,50,F,4,Doctorate,Single,Unknown,Blue,36,2,3,2,2521.0,1608,913.0,0.587,1328,33,0.571,0.638 +779078733,Existing Customer,55,M,2,Doctorate,Married,$60K - $80K,Blue,36,3,4,3,16427.0,1682,14745.0,0.631,1579,36,1.118,0.102 +771742533,Existing Customer,48,M,2,Graduate,Unknown,$40K - $60K,Blue,36,5,1,2,13068.0,1718,11350.0,0.607,937,28,0.556,0.131 +720250158,Existing Customer,45,M,2,College,Single,$60K - $80K,Blue,33,6,3,0,23218.0,1814,21404.0,1.178,1749,37,2.083,0.078 +716458983,Existing Customer,60,M,0,High School,Married,$40K - $60K,Blue,36,5,1,3,3281.0,837,2444.0,1.859,1424,29,1.417,0.255 +713747733,Existing Customer,55,M,2,High School,Married,$40K - $60K,Blue,47,5,3,2,3096.0,2217,879.0,0.799,2011,41,0.783,0.716 +712270158,Existing Customer,62,F,0,High School,Married,$40K - $60K,Blue,52,5,2,3,2052.0,1250,802.0,0.728,1208,31,0.632,0.609 +789562383,Existing Customer,38,F,1,High School,Unknown,Less than $40K,Blue,30,2,3,0,1438.3,583,855.3,0.888,1259,24,1.0,0.405 +754897008,Existing Customer,46,M,3,High School,Single,$40K - $60K,Blue,39,2,3,2,9432.0,1418,8014.0,0.612,1319,26,0.368,0.15 +819700533,Existing Customer,50,M,0,High School,Single,$120K +,Silver,45,5,2,3,14938.0,2303,12635.0,0.804,949,27,2.0,0.154 +712890408,Existing Customer,45,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,2,2221.0,1343,878.0,0.869,1338,30,1.308,0.605 +720248208,Existing Customer,47,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,37,6,3,0,5731.0,1577,4154.0,0.657,1554,26,0.444,0.275 +779749908,Existing Customer,48,M,4,College,Married,$60K - $80K,Gold,33,2,2,3,34516.0,2061,32455.0,0.722,1350,32,0.455,0.06 +717401883,Existing Customer,35,M,3,Uneducated,Married,$60K - $80K,Blue,22,5,2,2,6985.0,1130,5855.0,0.963,1694,44,0.76,0.162 +721509558,Existing Customer,51,M,2,Graduate,Married,$120K +,Blue,42,3,3,0,24221.0,1707,22514.0,0.816,1678,40,0.538,0.07 +710572458,Existing Customer,36,F,3,High School,Married,Unknown,Blue,24,4,1,1,15439.0,0,15439.0,0.742,2069,43,0.536,0.0 +714576183,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,36,6,3,2,21637.0,2030,19607.0,0.776,1222,23,0.438,0.094 +721425558,Existing Customer,52,M,2,Graduate,Single,$120K +,Blue,37,2,3,2,14543.0,0,14543.0,0.788,1536,37,0.423,0.0 +711109908,Existing Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,2,1,1,9684.0,2475,7209.0,0.697,1400,31,2.1,0.256 +715203108,Existing Customer,63,M,2,High School,Married,$40K - $60K,Blue,36,2,2,2,5007.0,930,4077.0,0.885,1050,28,1.154,0.186 +710027508,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,54,3,2,0,1616.0,1047,569.0,0.984,1389,33,1.2,0.648 +787464408,Existing Customer,53,M,2,Uneducated,Single,$60K - $80K,Blue,40,5,2,2,19116.0,0,19116.0,0.656,1184,29,0.611,0.0 +783542133,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,47,5,6,2,2759.0,2223,536.0,1.32,2093,42,1.0,0.806 +708330858,Attrited Customer,57,M,3,Graduate,Married,$120K +,Blue,38,2,3,3,8249.0,1381,6868.0,0.798,678,11,0.833,0.167 +714426783,Existing Customer,38,F,2,Graduate,Single,Unknown,Blue,31,2,3,2,14041.0,2154,11887.0,1.084,1467,29,1.417,0.153 +712701333,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,43,5,3,2,5264.0,2169,3095.0,0.374,1219,27,0.5,0.412 +709494483,Existing Customer,63,F,0,Unknown,Married,Less than $40K,Blue,54,4,2,1,2420.0,1912,508.0,1.256,1730,36,0.565,0.79 +773373108,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,4,2,0,2826.0,2070,756.0,0.541,1025,28,0.647,0.732 +715812258,Existing Customer,45,M,2,High School,Married,$80K - $120K,Blue,34,5,5,2,12518.0,1539,10979.0,0.645,1165,33,0.833,0.123 +778286433,Existing Customer,67,M,0,Graduate,Married,$40K - $60K,Blue,56,4,2,1,5876.0,1297,4579.0,1.012,2133,55,0.719,0.221 +789270033,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Silver,37,3,2,3,34516.0,0,34516.0,0.448,1122,13,0.182,0.0 +711569433,Existing Customer,51,F,2,Uneducated,Divorced,Less than $40K,Blue,38,4,1,2,9648.0,1926,7722.0,0.549,1083,22,1.75,0.2 +720214833,Existing Customer,52,M,2,High School,Single,$80K - $120K,Silver,40,3,3,3,34516.0,2177,32339.0,1.32,1234,23,1.875,0.063 +709346133,Existing Customer,55,F,2,Uneducated,Married,Unknown,Blue,35,3,3,0,3025.0,2376,649.0,1.252,1277,23,1.875,0.785 +788194458,Existing Customer,34,M,3,High School,Married,$60K - $80K,Blue,26,4,3,3,3265.0,2517,748.0,0.952,1843,35,0.944,0.771 +720779733,Existing Customer,56,M,1,Uneducated,Married,$120K +,Blue,36,3,2,2,6041.0,1355,4686.0,0.685,1747,49,0.581,0.224 +717424458,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,36,3,3,2,2293.0,1823,470.0,0.617,1166,22,1.444,0.795 +708820308,Existing Customer,47,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,36,6,2,2,13399.0,2505,10894.0,0.627,1326,31,0.824,0.187 +710558058,Existing Customer,46,F,3,Unknown,Married,Less than $40K,Blue,38,4,3,3,4317.0,2517,1800.0,0.944,1619,36,1.0,0.583 +770590758,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,29,5,2,0,3378.0,1069,2309.0,0.581,1285,16,0.333,0.316 +718490658,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,36,4,1,3,5012.0,2242,2770.0,0.816,1142,28,1.0,0.447 +711985833,Existing Customer,38,F,4,Uneducated,Single,Less than $40K,Blue,30,4,1,0,2569.0,1605,964.0,0.574,1190,46,0.643,0.625 +708967608,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,45,3,1,2,3471.0,1785,1686.0,1.051,1052,24,0.714,0.514 +718505958,Existing Customer,43,M,5,Graduate,Divorced,$120K +,Silver,31,5,3,3,34516.0,1699,32817.0,0.771,1628,38,0.727,0.049 +715024233,Existing Customer,53,M,1,High School,Married,$120K +,Blue,36,6,3,2,3312.0,1844,1468.0,0.986,1740,32,0.882,0.557 +779249583,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,38,4,3,3,2578.0,2462,116.0,1.707,1378,29,0.812,0.955 +709278258,Attrited Customer,54,M,2,Unknown,Married,$40K - $60K,Blue,44,4,3,2,2902.0,2517,385.0,0.821,996,26,0.444,0.867 +778928283,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,39,3,2,1,2742.0,2321,421.0,1.315,1389,32,0.6,0.846 +712299858,Existing Customer,62,M,1,High School,Married,Less than $40K,Blue,53,5,3,3,2077.0,1571,506.0,1.031,1365,38,1.0,0.756 +799224108,Existing Customer,46,F,4,Graduate,Single,Less than $40K,Blue,40,5,1,2,6265.0,1942,4323.0,1.027,1715,43,0.87,0.31 +809976033,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,44,6,3,0,7819.0,1560,6259.0,0.827,1582,25,0.786,0.2 +716203308,Existing Customer,52,M,3,Graduate,Single,$80K - $120K,Blue,42,6,3,3,2731.0,1692,1039.0,0.62,1220,22,0.692,0.62 +714871683,Attrited Customer,58,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,4,3,1438.3,537,901.3,0.819,715,13,0.182,0.373 +716139933,Existing Customer,54,M,0,High School,Married,$80K - $120K,Blue,36,3,1,2,16286.0,1710,14576.0,1.223,2552,49,1.227,0.105 +716984658,Existing Customer,49,M,1,Graduate,Married,$120K +,Blue,39,3,2,3,34516.0,0,34516.0,0.507,1106,31,0.938,0.0 +713086008,Existing Customer,58,F,3,High School,Married,Less than $40K,Blue,47,6,1,0,2609.0,2439,170.0,1.269,1731,34,1.833,0.935 +713773458,Existing Customer,52,M,2,High School,Single,$60K - $80K,Blue,45,5,3,2,7567.0,1173,6394.0,0.541,1435,32,0.6,0.155 +719242533,Existing Customer,41,M,5,High School,Married,$60K - $80K,Blue,33,5,3,3,22770.0,2517,20253.0,0.994,1882,38,0.652,0.111 +772712658,Existing Customer,62,F,0,Uneducated,Married,Less than $40K,Blue,50,5,1,2,3791.0,1648,2143.0,1.227,2058,34,0.789,0.435 +788868858,Existing Customer,54,M,2,Graduate,Married,Less than $40K,Blue,39,4,4,2,2702.0,2517,185.0,1.019,1658,32,1.462,0.932 +811898133,Existing Customer,40,F,3,High School,Divorced,Less than $40K,Blue,35,3,1,3,2555.0,2117,438.0,1.049,1334,32,0.6,0.829 +788808633,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,26,5,3,2,2355.0,1090,1265.0,0.751,1441,29,0.812,0.463 +779804208,Existing Customer,53,F,2,Graduate,Single,$40K - $60K,Blue,42,6,2,0,5332.0,0,5332.0,0.939,1371,39,1.167,0.0 +781391058,Existing Customer,55,M,1,Uneducated,Single,$40K - $60K,Blue,49,6,3,2,1443.0,1375,68.0,0.683,1991,38,0.583,0.953 +790134408,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,39,6,2,3,10741.0,755,9986.0,1.166,1278,22,1.444,0.07 +788853258,Existing Customer,41,M,1,Uneducated,Married,$60K - $80K,Blue,25,3,2,0,7984.0,1503,6481.0,0.797,1734,39,1.167,0.188 +711857733,Existing Customer,49,M,3,Uneducated,Single,$60K - $80K,Blue,32,3,2,2,18584.0,2517,16067.0,0.703,1330,34,1.125,0.135 +822969858,Existing Customer,61,F,0,Graduate,Married,Unknown,Blue,56,4,1,3,5585.0,1465,4120.0,1.503,1787,31,0.722,0.262 +719554758,Existing Customer,46,M,2,Uneducated,Married,$80K - $120K,Blue,38,6,3,2,34516.0,2165,32351.0,0.837,1672,32,0.524,0.063 +711643458,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,43,6,3,4,1438.3,0,1438.3,1.068,1439,41,1.05,0.0 +788830683,Existing Customer,40,M,2,Graduate,Single,$80K - $120K,Blue,24,5,1,0,2478.0,2031,447.0,1.284,1558,31,0.938,0.82 +807030858,Existing Customer,51,M,4,High School,Single,$120K +,Blue,46,6,3,3,34516.0,2274,32242.0,0.788,1795,47,0.679,0.066 +793059108,Existing Customer,50,F,2,Graduate,Married,$40K - $60K,Blue,44,6,2,3,2339.0,1440,899.0,0.431,893,22,0.375,0.616 +716568708,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2726.0,0,2726.0,0.844,1099,27,0.588,0.0 +828281733,Existing Customer,43,M,4,Unknown,Married,$120K +,Blue,39,3,3,3,14881.0,848,14033.0,0.762,1408,23,1.091,0.057 +717229158,Existing Customer,36,F,4,Graduate,Married,$40K - $60K,Blue,36,6,3,3,1628.0,969,659.0,0.999,1893,15,2.75,0.595 +715915458,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,5,2,2,3156.0,1644,1512.0,1.052,1151,31,1.385,0.521 +819129858,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,41,5,3,0,4745.0,1270,3475.0,0.93,1519,31,0.938,0.268 +713441958,Existing Customer,46,M,2,High School,Married,$120K +,Blue,36,5,3,2,19727.0,1785,17942.0,0.572,1245,25,0.786,0.09 +719091333,Existing Customer,52,M,0,Uneducated,Married,$60K - $80K,Blue,36,3,3,2,22720.0,793,21927.0,0.685,1102,27,0.286,0.035 +708666258,Existing Customer,43,M,4,Unknown,Married,$40K - $60K,Blue,36,5,3,0,8129.0,1799,6330.0,0.566,1402,33,0.737,0.221 +714914583,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,27,6,2,3,3751.0,1521,2230.0,0.974,1060,30,1.308,0.405 +714363858,Existing Customer,54,F,4,High School,Married,Less than $40K,Blue,36,3,5,3,1594.0,1411,183.0,0.817,1459,35,1.188,0.885 +721347408,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,43,4,2,0,2569.0,1403,1166.0,0.886,1456,39,0.444,0.546 +809608533,Existing Customer,49,F,4,Post-Graduate,Single,Unknown,Blue,44,6,3,2,18206.0,1586,16620.0,0.921,1439,48,1.0,0.087 +772047183,Existing Customer,45,M,4,High School,Married,$40K - $60K,Blue,34,6,3,3,3104.0,1766,1338.0,0.828,1353,24,1.182,0.569 +714217908,Existing Customer,49,M,3,Graduate,Married,$40K - $60K,Blue,41,5,3,2,2406.0,1560,846.0,0.751,1173,32,0.391,0.648 +714819183,Existing Customer,63,M,1,Uneducated,Married,$80K - $120K,Blue,36,5,2,3,24571.0,1955,22616.0,1.174,1746,28,1.0,0.08 +716455683,Existing Customer,40,F,3,High School,Single,Less than $40K,Gold,36,3,2,3,15534.0,726,14808.0,0.556,1279,28,0.867,0.047 +710865633,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Silver,33,4,2,0,12301.0,2250,10051.0,0.484,1307,29,0.261,0.183 +752952108,Existing Customer,37,M,4,Graduate,Married,$80K - $120K,Blue,26,6,2,3,2846.0,1818,1028.0,0.711,1473,37,1.176,0.639 +712595433,Existing Customer,58,M,2,Uneducated,Unknown,$120K +,Blue,49,6,2,3,9788.0,1794,7994.0,0.778,1805,37,0.762,0.183 +714982383,Existing Customer,55,M,2,High School,Married,$60K - $80K,Blue,36,4,3,3,7231.0,2381,4850.0,0.996,1421,23,1.3,0.329 +813814008,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,48,6,3,2,2324.0,1576,748.0,0.728,1272,37,1.312,0.678 +794545983,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,40,3,2,3,12208.0,1980,10228.0,0.616,1409,34,0.619,0.162 +708288108,Attrited Customer,43,M,4,Post-Graduate,Unknown,$80K - $120K,Blue,30,2,5,3,5639.0,1547,4092.0,1.087,647,15,0.364,0.274 +715585158,Existing Customer,58,M,1,Graduate,Married,$60K - $80K,Blue,46,3,3,2,10021.0,1617,8404.0,0.578,1275,25,0.667,0.161 +810449883,Existing Customer,64,M,0,Unknown,Married,Less than $40K,Blue,56,6,1,0,2215.0,1915,300.0,0.794,1270,27,0.588,0.865 +789863208,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,44,3,2,3,2027.0,1480,547.0,0.979,1702,37,0.947,0.73 +715022133,Existing Customer,53,M,2,Graduate,Married,$60K - $80K,Blue,47,6,2,2,6363.0,1162,5201.0,0.644,1256,26,1.0,0.183 +712506708,Existing Customer,39,F,3,College,Single,Less than $40K,Blue,25,6,1,2,3920.0,2008,1912.0,0.944,3178,53,0.656,0.512 +715699983,Existing Customer,56,M,3,High School,Married,$60K - $80K,Blue,36,5,1,3,9226.0,1233,7993.0,1.521,1626,29,1.636,0.134 +818942433,Existing Customer,54,F,4,Unknown,Divorced,Less than $40K,Blue,49,6,1,1,9376.0,1288,8088.0,0.597,1562,33,0.5,0.137 +712459233,Existing Customer,59,F,1,Post-Graduate,Married,$40K - $60K,Blue,46,5,3,3,1944.0,1346,598.0,1.052,1960,57,0.727,0.692 +716545383,Existing Customer,42,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,1,0,9599.0,1554,8045.0,1.087,1154,38,1.235,0.162 +721144383,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Silver,28,5,1,2,28202.0,843,27359.0,0.637,1629,38,0.727,0.03 +821837958,Existing Customer,43,M,3,College,Unknown,$80K - $120K,Blue,39,3,3,1,24850.0,1662,23188.0,0.693,1226,25,0.923,0.067 +804359133,Existing Customer,55,M,0,High School,Married,$120K +,Blue,49,5,3,3,3805.0,2233,1572.0,1.095,1743,27,0.929,0.587 +713308683,Existing Customer,52,M,1,Uneducated,Single,$80K - $120K,Blue,37,5,2,2,2733.0,1306,1427.0,0.791,1139,39,0.444,0.478 +788780958,Existing Customer,46,M,1,Uneducated,Unknown,$40K - $60K,Blue,27,6,3,3,12781.0,1253,11528.0,0.638,1073,21,0.4,0.098 +717354558,Attrited Customer,57,M,2,Uneducated,Married,$120K +,Blue,40,3,3,3,3106.0,1120,1986.0,1.045,683,17,0.7,0.361 +798473808,Existing Customer,48,M,3,College,Married,$80K - $120K,Blue,42,3,3,0,7477.0,0,7477.0,0.511,1159,32,0.684,0.0 +712372158,Existing Customer,45,M,4,Unknown,Married,$120K +,Blue,33,6,1,3,34516.0,2086,32430.0,0.986,1859,47,0.958,0.06 +715192308,Existing Customer,48,M,2,High School,Married,$120K +,Blue,36,6,5,2,29963.0,2094,27869.0,0.648,1205,28,0.867,0.07 +708813033,Existing Customer,47,M,1,Graduate,Single,$40K - $60K,Blue,36,5,3,0,6509.0,2033,4476.0,0.83,1409,37,0.37,0.312 +714639783,Attrited Customer,42,M,3,College,Married,$60K - $80K,Blue,34,3,3,3,13450.0,0,13450.0,0.742,1000,18,0.059,0.0 +709311633,Existing Customer,41,M,2,Graduate,Unknown,$60K - $80K,Silver,36,6,2,0,27000.0,0,27000.0,0.61,1209,39,0.3,0.0 +709470858,Existing Customer,51,M,4,College,Married,$120K +,Silver,31,5,2,1,34516.0,1254,33262.0,0.869,1366,25,0.786,0.036 +717292758,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,47,5,3,2,6347.0,0,6347.0,0.466,1161,44,0.375,0.0 +779241783,Existing Customer,67,M,1,Uneducated,Married,$40K - $60K,Blue,49,4,3,2,3106.0,1675,1431.0,0.781,1512,38,0.407,0.539 +715205358,Existing Customer,39,M,1,Graduate,Married,$60K - $80K,Blue,31,4,1,1,2536.0,913,1623.0,1.059,1750,35,1.333,0.36 +778871508,Existing Customer,54,M,3,Post-Graduate,Single,$60K - $80K,Blue,35,6,3,0,13048.0,1954,11094.0,1.139,1170,24,0.846,0.15 +779462433,Existing Customer,55,F,2,Unknown,Married,Less than $40K,Blue,37,3,3,1,2453.0,968,1485.0,1.081,2218,50,0.613,0.395 +710147958,Existing Customer,47,M,3,High School,Married,$40K - $60K,Silver,36,3,2,2,16138.0,1249,14889.0,1.01,1198,33,0.833,0.077 +709864833,Existing Customer,49,M,2,Post-Graduate,Married,$60K - $80K,Blue,38,3,2,0,8077.0,1965,6112.0,0.637,1329,26,0.444,0.243 +778868958,Attrited Customer,42,F,2,Graduate,Married,Less than $40K,Blue,23,3,3,3,1929.0,1673,256.0,0.835,857,36,1.118,0.867 +717276708,Existing Customer,57,M,2,Unknown,Single,$80K - $120K,Blue,36,3,3,2,3127.0,2517,610.0,0.589,1470,30,1.143,0.805 +710004933,Existing Customer,44,M,5,Uneducated,Married,$60K - $80K,Blue,36,3,3,2,8645.0,1454,7191.0,0.708,1435,25,1.778,0.168 +753606108,Existing Customer,56,M,3,Unknown,Single,$60K - $80K,Blue,49,3,1,3,1438.3,0,1438.3,0.503,1093,22,0.833,0.0 +710940183,Attrited Customer,49,F,3,Graduate,Married,Less than $40K,Blue,38,6,3,2,2185.0,0,2185.0,0.727,715,20,0.818,0.0 +718927533,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,32,5,2,2,24487.0,2517,21970.0,0.912,1512,42,0.909,0.103 +719337408,Existing Customer,63,M,0,High School,Married,$60K - $80K,Blue,36,6,2,3,2567.0,0,2567.0,1.636,2399,43,0.955,0.0 +772308408,Existing Customer,44,M,3,Graduate,Single,$80K - $120K,Blue,33,6,3,3,4131.0,785,3346.0,0.543,906,22,1.2,0.19 +712981383,Existing Customer,44,F,4,College,Married,Less than $40K,Silver,37,3,2,2,10790.0,1930,8860.0,0.75,1052,16,1.286,0.179 +790099758,Existing Customer,40,M,3,High School,Married,$40K - $60K,Blue,33,4,3,3,6884.0,1001,5883.0,0.786,975,11,0.833,0.145 +709547658,Attrited Customer,39,M,2,Uneducated,Single,$60K - $80K,Blue,36,5,3,3,13961.0,1299,12662.0,0.842,783,20,0.667,0.093 +778770783,Existing Customer,42,M,4,High School,Married,$80K - $120K,Blue,30,6,1,0,29801.0,1916,27885.0,0.781,990,21,0.909,0.064 +713134458,Existing Customer,54,M,3,High School,Married,$120K +,Blue,43,4,1,1,13219.0,0,13219.0,0.576,1097,24,0.5,0.0 +712159083,Attrited Customer,58,F,4,Unknown,Married,Less than $40K,Blue,46,2,3,3,2536.0,0,2536.0,0.917,901,35,0.522,0.0 +713639958,Existing Customer,46,F,4,Graduate,Divorced,Less than $40K,Blue,36,5,3,1,9478.0,820,8658.0,0.64,1327,41,0.864,0.087 +771180033,Existing Customer,47,F,4,Unknown,Divorced,$40K - $60K,Blue,34,6,1,2,3502.0,1851,1651.0,2.023,1814,31,0.722,0.529 +717916758,Existing Customer,67,F,0,Unknown,Married,Unknown,Blue,56,4,3,3,10509.0,2388,8121.0,0.777,1365,34,1.429,0.227 +711089733,Existing Customer,50,F,2,College,Divorced,Less than $40K,Blue,36,3,3,0,1491.0,0,1491.0,0.876,1058,34,0.889,0.0 +716988633,Existing Customer,55,M,0,High School,Divorced,$60K - $80K,Blue,46,6,1,2,9734.0,0,9734.0,0.785,1476,38,0.9,0.0 +779031033,Existing Customer,46,F,2,Graduate,Married,$40K - $60K,Blue,22,6,1,3,2305.0,1627,678.0,0.747,1230,36,0.565,0.706 +716302383,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,36,3,1,3,14241.0,2081,12160.0,0.909,1581,44,0.833,0.146 +718281408,Existing Customer,36,F,2,Unknown,Married,$40K - $60K,Blue,25,3,1,2,4789.0,1257,3532.0,1.134,1534,29,0.933,0.262 +721333233,Existing Customer,40,M,4,Doctorate,Divorced,$60K - $80K,Blue,34,4,2,3,23138.0,1727,21411.0,0.693,1612,39,1.438,0.075 +794496033,Existing Customer,57,M,2,Unknown,Single,$80K - $120K,Blue,38,6,1,3,23008.0,2280,20728.0,0.674,1302,36,0.636,0.099 +710519433,Existing Customer,48,M,1,Unknown,Divorced,$80K - $120K,Blue,36,3,1,0,3131.0,2517,614.0,0.602,1439,40,0.481,0.804 +814995933,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,53,5,3,2,5798.0,1794,4004.0,0.564,1724,45,0.452,0.309 +721469433,Existing Customer,48,M,3,Graduate,Single,$40K - $60K,Blue,36,5,2,3,6880.0,1390,5490.0,1.205,1784,35,0.944,0.202 +788386908,Existing Customer,48,M,3,Graduate,Unknown,$80K - $120K,Platinum,41,3,2,2,34516.0,1531,32985.0,0.862,1156,29,1.071,0.044 +717198633,Existing Customer,53,F,2,College,Married,$40K - $60K,Blue,34,6,2,1,2075.0,1469,606.0,1.322,2556,49,1.13,0.708 +767695083,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,44,3,3,0,4589.0,0,4589.0,0.845,1590,37,0.37,0.0 +711791583,Attrited Customer,52,F,1,Graduate,Single,Less than $40K,Blue,40,1,2,2,2317.0,0,2317.0,1.005,884,19,0.727,0.0 +712315683,Attrited Customer,53,F,2,Uneducated,Single,Less than $40K,Blue,45,1,1,1,1981.0,1518,463.0,1.019,973,25,0.923,0.766 +710038008,Existing Customer,56,F,1,Graduate,Single,$40K - $60K,Blue,47,3,2,1,6038.0,0,6038.0,0.741,1447,30,0.875,0.0 +789129033,Existing Customer,44,M,5,Unknown,Single,$80K - $120K,Blue,32,5,3,2,14910.0,877,14033.0,0.772,1150,26,0.625,0.059 +718349058,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,39,3,3,2,29659.0,1143,28516.0,0.512,1193,21,0.615,0.039 +789842283,Attrited Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,42,3,3,2,4320.0,0,4320.0,0.967,706,21,0.5,0.0 +714513033,Existing Customer,39,F,1,Unknown,Single,$40K - $60K,Blue,36,6,1,3,11213.0,0,11213.0,0.563,1257,23,0.643,0.0 +714717483,Existing Customer,39,F,3,Uneducated,Divorced,Unknown,Blue,29,5,1,2,26181.0,0,26181.0,0.913,1303,35,0.75,0.0 +714900408,Existing Customer,41,F,4,High School,Single,Less than $40K,Blue,31,3,1,0,5773.0,0,5773.0,0.67,1306,39,0.5,0.0 +719418933,Attrited Customer,53,M,2,Uneducated,Married,$80K - $120K,Blue,36,1,3,3,4503.0,0,4503.0,0.659,748,20,0.429,0.0 +720115683,Existing Customer,47,M,3,Uneducated,Married,$80K - $120K,Blue,36,6,2,2,29770.0,1565,28205.0,0.674,1774,42,2.0,0.053 +779504058,Existing Customer,46,F,2,Post-Graduate,Married,Less than $40K,Blue,28,5,1,1,5014.0,1910,3104.0,0.863,1209,25,1.5,0.381 +795979833,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,47,6,1,2,3445.0,1074,2371.0,0.67,1074,31,0.632,0.312 +717392358,Existing Customer,60,M,1,Graduate,Married,$80K - $120K,Blue,50,6,2,2,23412.0,1078,22334.0,0.79,1786,50,0.786,0.046 +718640508,Existing Customer,59,F,0,Graduate,Single,Less than $40K,Blue,46,4,1,2,3044.0,1611,1433.0,0.74,1456,36,0.714,0.529 +803366358,Existing Customer,38,M,1,Unknown,Single,$60K - $80K,Blue,29,5,2,1,14596.0,2192,12404.0,0.898,1300,25,1.083,0.15 +709230708,Existing Customer,56,M,4,Uneducated,Single,Less than $40K,Blue,36,3,2,2,3864.0,1654,2210.0,0.491,1470,42,0.235,0.428 +781794708,Attrited Customer,35,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,29,2,1,3,17030.0,1911,15119.0,0.528,715,25,0.562,0.112 +801383808,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,44,4,2,3,23090.0,839,22251.0,1.326,1198,24,1.0,0.036 +710677608,Existing Customer,53,M,2,Post-Graduate,Unknown,$80K - $120K,Blue,36,4,2,0,29205.0,1208,27997.0,0.957,1556,43,1.048,0.041 +708217758,Existing Customer,63,M,2,Graduate,Married,$60K - $80K,Blue,49,5,2,3,14035.0,2061,11974.0,2.271,1606,30,1.5,0.147 +714272658,Attrited Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,24,2,3,2,2962.0,2517,445.0,1.046,929,31,0.409,0.85 +717469158,Existing Customer,46,M,2,Unknown,Married,$80K - $120K,Blue,30,6,3,0,18578.0,1385,17193.0,0.565,1606,54,0.421,0.075 +711864783,Existing Customer,61,M,1,Uneducated,Single,$60K - $80K,Blue,46,5,3,2,2201.0,1138,1063.0,0.675,1199,32,0.6,0.517 +719407983,Existing Customer,37,F,0,Post-Graduate,Married,Less than $40K,Blue,25,4,3,2,2061.0,1483,578.0,1.362,2400,60,0.622,0.72 +710665533,Existing Customer,42,F,5,Doctorate,Married,Unknown,Blue,23,4,2,2,24602.0,1660,22942.0,0.588,1337,44,0.76,0.067 +716804283,Existing Customer,41,M,2,Uneducated,Divorced,$120K +,Blue,29,3,2,2,15911.0,896,15015.0,0.954,1270,33,0.833,0.056 +767294658,Attrited Customer,56,M,2,College,Single,$120K +,Blue,50,2,2,3,16867.0,0,16867.0,0.885,654,14,0.4,0.0 +709122483,Existing Customer,56,M,3,Graduate,Married,$60K - $80K,Blue,37,3,3,0,2783.0,1526,1257.0,0.942,1909,54,0.688,0.548 +708241233,Attrited Customer,52,F,3,Post-Graduate,Single,Less than $40K,Blue,47,3,3,2,2972.0,0,2972.0,1.035,922,25,0.562,0.0 +717860358,Existing Customer,40,F,3,High School,Single,$40K - $60K,Blue,36,5,3,2,5124.0,2235,2889.0,0.542,1158,42,0.355,0.436 +789337233,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,53,6,6,2,2880.0,2362,518.0,0.89,1323,26,0.444,0.82 +720902133,Existing Customer,58,M,1,High School,Single,$40K - $60K,Blue,46,4,1,0,5579.0,0,5579.0,0.481,1025,35,0.667,0.0 +721043058,Existing Customer,58,M,4,Unknown,Married,$60K - $80K,Blue,44,5,1,3,12010.0,2149,9861.0,0.801,1700,35,1.5,0.179 +711870333,Existing Customer,46,M,2,Uneducated,Divorced,$80K - $120K,Blue,36,6,3,3,34516.0,1597,32919.0,0.858,1628,51,1.217,0.046 +708398283,Existing Customer,37,F,1,Graduate,Married,$40K - $60K,Blue,29,5,2,2,4394.0,885,3509.0,1.04,1377,32,0.684,0.201 +715878183,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,35,4,3,3,18325.0,723,17602.0,0.815,1517,33,0.65,0.039 +719451483,Existing Customer,46,F,4,Post-Graduate,Married,Less than $40K,Blue,37,5,3,2,3773.0,1972,1801.0,0.783,1528,25,1.083,0.523 +709110633,Existing Customer,41,M,1,Graduate,Single,$80K - $120K,Blue,29,5,1,3,21684.0,1748,19936.0,0.715,1329,24,0.6,0.081 +721059033,Existing Customer,48,F,3,High School,Divorced,$40K - $60K,Blue,40,4,1,2,1919.0,774,1145.0,0.965,1505,33,0.737,0.403 +779912283,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Blue,33,5,3,2,9995.0,1713,8282.0,0.96,1172,38,0.462,0.171 +717701733,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,35,3,2,2,11910.0,2098,9812.0,1.16,1646,39,1.294,0.176 +709913733,Existing Customer,39,F,3,College,Married,Less than $40K,Blue,36,4,2,0,2279.0,1529,750.0,1.26,1693,32,1.286,0.671 +718768158,Existing Customer,57,M,1,College,Single,$40K - $60K,Blue,48,3,1,2,3539.0,0,3539.0,0.781,1336,23,0.211,0.0 +721375308,Existing Customer,48,M,3,High School,Married,$80K - $120K,Blue,36,5,1,3,30579.0,1351,29228.0,0.759,1289,19,0.727,0.044 +711374283,Existing Customer,47,M,3,High School,Single,$80K - $120K,Blue,42,4,1,0,24480.0,1923,22557.0,0.505,1416,32,0.778,0.079 +822893133,Existing Customer,56,F,1,Uneducated,Divorced,Unknown,Blue,52,6,1,2,17561.0,0,17561.0,0.94,1608,33,1.2,0.0 +778465533,Existing Customer,54,F,0,College,Married,Less than $40K,Blue,40,3,1,2,1638.0,0,1638.0,0.75,1885,51,0.545,0.0 +712138983,Existing Customer,54,M,1,Graduate,Married,$60K - $80K,Blue,36,3,3,2,2947.0,2216,731.0,0.76,1744,53,0.606,0.752 +716920908,Existing Customer,52,M,4,High School,Married,$80K - $120K,Blue,42,6,1,0,5738.0,1112,4626.0,1.519,1922,48,0.655,0.194 +708095133,Existing Customer,43,M,4,Unknown,Unknown,$120K +,Blue,34,5,2,2,33304.0,1833,31471.0,0.428,1448,29,0.381,0.055 +711195558,Existing Customer,59,M,1,College,Single,$40K - $60K,Blue,48,6,3,3,7251.0,1603,5648.0,0.591,1300,36,0.8,0.221 +772735758,Existing Customer,44,M,1,Unknown,Married,Unknown,Blue,34,6,2,0,2885.0,1895,990.0,0.387,1366,31,0.632,0.657 +712024908,Existing Customer,56,F,1,College,Married,Less than $40K,Blue,36,6,2,3,2641.0,1257,1384.0,0.891,1439,39,1.053,0.476 +778239933,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,35,6,3,0,2801.0,2043,758.0,0.583,1241,46,0.643,0.729 +714893733,Existing Customer,55,M,1,High School,Married,$80K - $120K,Blue,45,3,3,3,16794.0,809,15985.0,1.566,1917,33,0.941,0.048 +754886958,Existing Customer,48,F,3,College,Divorced,$40K - $60K,Blue,41,4,1,3,9336.0,1672,7664.0,0.696,1391,39,0.625,0.179 +710104908,Existing Customer,56,F,5,College,Single,Less than $40K,Blue,43,4,1,0,2763.0,2517,246.0,0.938,1246,31,0.824,0.911 +710558883,Existing Customer,41,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,3,2,17391.0,1044,16347.0,1.08,1248,27,0.688,0.06 +713827383,Existing Customer,65,F,1,High School,Married,Less than $40K,Blue,36,3,2,0,3198.0,2493,705.0,0.665,1936,44,1.316,0.78 +720267033,Existing Customer,34,M,4,Post-Graduate,Single,$80K - $120K,Blue,26,3,3,2,5100.0,1786,3314.0,1.06,2375,63,0.575,0.35 +712049208,Existing Customer,56,M,3,Post-Graduate,Married,$60K - $80K,Blue,39,3,1,2,3955.0,2517,1438.0,0.484,1238,25,1.083,0.636 +708688608,Existing Customer,62,F,1,High School,Married,Less than $40K,Blue,48,5,3,1,3140.0,1985,1155.0,1.346,1626,41,0.864,0.632 +716223708,Attrited Customer,45,F,3,Uneducated,Single,Unknown,Blue,36,3,3,3,4028.0,710,3318.0,0.731,791,22,0.833,0.176 +713217858,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,32,5,3,3,2264.0,0,2264.0,0.479,1204,28,0.333,0.0 +819352983,Existing Customer,49,M,3,Unknown,Unknown,$120K +,Blue,44,5,2,2,21620.0,2008,19612.0,0.691,1300,33,0.5,0.093 +711019308,Existing Customer,58,M,2,High School,Single,$60K - $80K,Blue,45,3,2,0,6385.0,1535,4850.0,1.138,1612,47,0.88,0.24 +768600558,Existing Customer,41,F,4,Graduate,Single,$40K - $60K,Blue,31,4,2,3,2375.0,1658,717.0,0.638,1071,28,1.0,0.698 +710202783,Existing Customer,33,M,2,Graduate,Married,$60K - $80K,Blue,13,3,3,3,1963.0,1721,242.0,0.68,1378,37,0.762,0.877 +712899333,Existing Customer,47,F,4,College,Single,Less than $40K,Blue,37,6,2,2,4256.0,1084,3172.0,0.63,1100,29,0.381,0.255 +767036433,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,49,5,1,0,5097.0,1152,3945.0,0.94,2052,45,0.607,0.226 +793473033,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,45,3,2,3,3228.0,2517,711.0,0.949,1349,33,1.357,0.78 +721232058,Existing Customer,49,M,1,Graduate,Unknown,$40K - $60K,Silver,41,6,1,3,20231.0,977,19254.0,0.893,1215,36,0.714,0.048 +719443683,Attrited Customer,50,M,1,Unknown,Single,$120K +,Blue,39,3,2,3,27512.0,2137,25375.0,1.048,1149,25,0.562,0.078 +715449333,Existing Customer,55,F,3,Unknown,Married,$40K - $60K,Blue,47,5,2,0,1929.0,1540,389.0,1.142,2354,50,0.786,0.798 +717998058,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,13,6,3,2,2585.0,2019,566.0,0.525,2644,40,0.481,0.781 +779610033,Attrited Customer,58,M,1,College,Married,$80K - $120K,Blue,47,3,3,3,12151.0,1799,10352.0,1.022,918,14,0.556,0.148 +827332983,Existing Customer,46,M,3,High School,Single,$80K - $120K,Gold,42,3,2,2,34516.0,2113,32403.0,0.618,1362,31,1.214,0.061 +721183983,Existing Customer,48,M,4,High School,Married,$120K +,Blue,31,6,3,1,34516.0,1013,33503.0,0.575,1222,37,0.85,0.029 +718426533,Existing Customer,42,M,4,Uneducated,Divorced,$60K - $80K,Blue,32,4,1,2,5504.0,0,5504.0,0.62,1364,32,0.684,0.0 +710698233,Existing Customer,37,M,4,Graduate,Married,$80K - $120K,Blue,28,4,1,2,10021.0,1203,8818.0,0.93,1463,40,1.0,0.12 +780253533,Existing Customer,63,F,0,Unknown,Married,Less than $40K,Blue,49,5,3,0,3558.0,2318,1240.0,1.265,1631,31,0.824,0.651 +793581933,Existing Customer,50,M,3,High School,Single,$40K - $60K,Silver,44,4,3,4,19853.0,1513,18340.0,0.802,1878,55,0.41,0.076 +719229708,Existing Customer,41,F,1,High School,Single,$40K - $60K,Blue,31,6,3,2,4969.0,838,4131.0,0.591,1489,32,0.455,0.169 +715158483,Existing Customer,48,F,3,Graduate,Divorced,Less than $40K,Blue,40,3,2,3,3117.0,1603,1514.0,1.167,1437,37,0.609,0.514 +809296308,Existing Customer,46,M,2,College,Single,$80K - $120K,Blue,41,4,2,0,21526.0,2332,19194.0,0.755,1313,37,0.609,0.108 +778176108,Existing Customer,61,M,0,High School,Single,$60K - $80K,Blue,51,4,2,2,5504.0,1412,4092.0,0.722,1290,38,0.462,0.257 +796532958,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,53,4,3,2,5512.0,1124,4388.0,1.391,1975,49,1.579,0.204 +709345008,Attrited Customer,53,F,2,Doctorate,Married,Unknown,Blue,39,1,2,3,1438.3,0,1438.3,0.644,807,22,0.692,0.0 +717049533,Existing Customer,39,F,3,Doctorate,Unknown,$40K - $60K,Blue,28,5,3,0,7262.0,1466,5796.0,0.512,1438,28,0.556,0.202 +719366358,Existing Customer,51,M,3,High School,Married,$120K +,Blue,40,6,3,2,7319.0,1692,5627.0,0.701,1233,29,0.611,0.231 +721417233,Attrited Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,25,3,5,3,1438.3,0,1438.3,0.676,709,27,0.421,0.0 +711622683,Existing Customer,48,M,4,Unknown,Single,$60K - $80K,Blue,30,4,3,3,7712.0,1387,6325.0,0.861,1597,39,0.56,0.18 +714578283,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,37,6,3,0,2053.0,0,2053.0,0.865,1283,28,1.154,0.0 +769574883,Existing Customer,41,M,2,High School,Married,$40K - $60K,Blue,32,3,1,3,12804.0,2517,10287.0,0.892,1101,37,0.276,0.197 +717643608,Existing Customer,48,M,4,College,Married,$80K - $120K,Blue,36,3,3,2,26443.0,1601,24842.0,0.493,1593,36,0.333,0.061 +709198158,Existing Customer,50,F,4,Graduate,Single,Less than $40K,Blue,36,6,2,0,3125.0,1928,1197.0,0.412,1631,46,0.533,0.617 +712419708,Existing Customer,56,F,2,Post-Graduate,Married,Less than $40K,Blue,48,6,1,2,4930.0,2259,2671.0,1.134,2194,53,0.606,0.458 +709103358,Existing Customer,39,F,2,College,Single,Less than $40K,Blue,36,6,3,3,9476.0,0,9476.0,0.605,1128,27,0.929,0.0 +716966808,Existing Customer,47,M,1,Graduate,Married,$80K - $120K,Blue,37,6,3,3,11722.0,1667,10055.0,0.566,1497,35,0.25,0.142 +772264383,Existing Customer,44,M,2,Graduate,Single,$120K +,Blue,33,4,1,3,13301.0,0,13301.0,1.058,1385,50,0.515,0.0 +721057758,Existing Customer,61,F,1,Unknown,Married,Unknown,Blue,47,4,2,3,1438.3,0,1438.3,1.337,1449,27,1.455,0.0 +769137108,Attrited Customer,43,F,2,Post-Graduate,Married,Less than $40K,Blue,37,3,3,1,1438.3,0,1438.3,1.004,974,28,0.273,0.0 +717640083,Attrited Customer,59,M,1,High School,Married,$60K - $80K,Blue,36,3,2,3,6705.0,0,6705.0,0.749,731,18,0.5,0.0 +716445783,Existing Customer,42,F,2,Uneducated,Married,Unknown,Blue,31,4,2,0,22718.0,0,22718.0,0.791,1191,37,1.176,0.0 +708579633,Existing Customer,40,M,4,Unknown,Divorced,$40K - $60K,Gold,28,4,2,2,23981.0,1788,22193.0,0.631,1421,34,0.308,0.075 +718715583,Existing Customer,65,M,2,Unknown,Married,Less than $40K,Blue,56,4,2,4,2318.0,1010,1308.0,0.81,1256,35,0.591,0.436 +778686408,Existing Customer,48,M,1,College,Married,$60K - $80K,Blue,29,4,3,2,19324.0,1040,18284.0,0.904,1744,50,0.852,0.054 +715015683,Existing Customer,44,M,2,Graduate,Single,$40K - $60K,Blue,34,5,3,1,5331.0,1993,3338.0,0.777,1766,39,0.625,0.374 +805254708,Existing Customer,36,F,4,Unknown,Married,Unknown,Blue,31,5,2,0,15700.0,1276,14424.0,1.389,2229,48,0.778,0.081 +710462433,Existing Customer,45,M,4,Graduate,Single,$60K - $80K,Blue,30,6,2,2,17625.0,894,16731.0,1.285,1773,39,1.053,0.051 +721342383,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,34,6,3,2,17438.0,0,17438.0,1.078,1860,37,0.85,0.0 +720179883,Existing Customer,40,M,4,College,Unknown,$80K - $120K,Blue,25,3,3,1,1962.0,0,1962.0,0.684,1179,27,0.688,0.0 +794977533,Attrited Customer,62,M,0,High School,Married,$60K - $80K,Blue,56,3,3,2,8077.0,0,8077.0,0.749,906,16,0.333,0.0 +779445108,Existing Customer,26,M,0,Graduate,Single,$40K - $60K,Blue,13,6,1,2,3290.0,1616,1674.0,0.466,2781,54,0.35,0.491 +718193958,Existing Customer,60,M,0,Uneducated,Single,Less than $40K,Blue,53,5,3,2,2402.0,1728,674.0,0.652,1650,53,0.606,0.719 +710955633,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,42,6,1,0,9256.0,1999,7257.0,0.812,1446,37,0.762,0.216 +716149383,Existing Customer,62,M,0,Graduate,Married,$60K - $80K,Blue,36,6,3,3,3674.0,895,2779.0,0.658,1703,48,0.371,0.244 +752604633,Attrited Customer,57,M,2,College,Married,$40K - $60K,Blue,50,2,5,3,6462.0,0,6462.0,0.856,761,17,0.214,0.0 +713889933,Existing Customer,59,M,0,Graduate,Single,$40K - $60K,Blue,48,4,2,2,1638.0,0,1638.0,0.533,1536,44,0.63,0.0 +709446783,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,38,3,3,2,4335.0,2480,1855.0,0.543,1373,36,1.118,0.572 +789115833,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,32,5,3,2,3233.0,1034,2199.0,0.759,1256,29,0.706,0.32 +711242058,Attrited Customer,48,M,4,Unknown,Single,$80K - $120K,Blue,36,1,3,1,11862.0,2517,9345.0,0.766,643,16,0.231,0.212 +787623858,Existing Customer,43,M,2,Uneducated,Divorced,$120K +,Silver,24,4,2,0,34516.0,1938,32578.0,0.426,1215,45,0.406,0.056 +709040508,Existing Customer,57,M,4,Uneducated,Married,$120K +,Blue,38,6,6,2,19802.0,1961,17841.0,1.125,2244,58,0.706,0.099 +708864708,Existing Customer,46,M,3,College,Unknown,$80K - $120K,Blue,36,4,2,2,24869.0,1729,23140.0,0.408,1409,36,0.5,0.07 +717758583,Existing Customer,40,M,3,High School,Unknown,$60K - $80K,Blue,36,4,2,1,3624.0,1975,1649.0,0.708,1469,23,1.091,0.545 +715416633,Existing Customer,54,M,1,Unknown,Married,$80K - $120K,Blue,36,4,1,2,6175.0,960,5215.0,0.709,1847,59,0.405,0.155 +717956283,Existing Customer,57,F,1,Graduate,Single,$40K - $60K,Blue,48,5,1,0,10953.0,1945,9008.0,0.886,1277,29,0.526,0.178 +721379433,Existing Customer,44,M,4,Graduate,Married,$60K - $80K,Blue,28,6,2,3,11338.0,0,11338.0,0.695,1227,24,0.5,0.0 +712027683,Existing Customer,47,F,2,Doctorate,Married,Less than $40K,Blue,35,3,2,2,5544.0,1184,4360.0,0.85,1336,38,0.652,0.214 +716027208,Existing Customer,47,M,4,Doctorate,Married,$60K - $80K,Blue,36,4,1,1,19665.0,706,18959.0,1.317,1110,58,0.349,0.036 +720475233,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,43,6,2,3,2927.0,1412,1515.0,0.763,1474,26,0.857,0.482 +712275108,Existing Customer,53,F,3,College,Married,$40K - $60K,Blue,33,4,3,3,5146.0,1618,3528.0,1.073,1955,44,0.76,0.314 +718121658,Attrited Customer,56,M,1,College,Married,$60K - $80K,Blue,44,5,3,3,1704.0,0,1704.0,0.701,660,17,0.308,0.0 +711593808,Attrited Customer,55,M,1,High School,Married,$60K - $80K,Blue,46,2,2,3,1438.3,0,1438.3,1.037,888,18,1.25,0.0 +716222808,Existing Customer,53,F,4,High School,Married,Less than $40K,Blue,36,6,1,3,2974.0,1170,1804.0,1.297,1785,45,1.143,0.393 +718731183,Attrited Customer,61,M,1,Unknown,Married,$40K - $60K,Blue,49,1,2,2,5472.0,788,4684.0,0.526,705,14,0.273,0.144 +788779008,Existing Customer,57,M,2,High School,Married,$60K - $80K,Blue,38,3,1,2,2736.0,1822,914.0,0.593,1211,25,0.923,0.666 +710404533,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,37,6,2,1,1438.3,862,576.3,0.65,1391,40,0.212,0.599 +711173058,Existing Customer,56,F,2,Unknown,Married,Unknown,Blue,45,4,3,0,5406.0,1782,3624.0,0.976,1407,29,0.812,0.33 +715383108,Existing Customer,52,M,2,Graduate,Single,$120K +,Blue,44,5,1,1,34516.0,2174,32342.0,0.426,1616,50,0.515,0.063 +711697158,Existing Customer,60,M,0,Graduate,Married,Less than $40K,Blue,36,6,2,2,1976.0,1311,665.0,0.995,1498,43,0.536,0.663 +709186983,Existing Customer,49,M,4,Uneducated,Married,$80K - $120K,Blue,40,3,1,1,8714.0,2252,6462.0,0.831,1536,38,0.652,0.258 +808964433,Existing Customer,46,F,4,Doctorate,Divorced,Less than $40K,Blue,41,4,1,1,8693.0,1378,7315.0,0.799,1594,45,0.452,0.159 +711948333,Existing Customer,42,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,1,2,9247.0,710,8537.0,0.735,1190,30,0.5,0.077 +710541858,Existing Customer,45,M,3,High School,Married,Less than $40K,Blue,33,6,5,0,7717.0,1430,6287.0,0.822,1248,37,0.85,0.185 +713865333,Attrited Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,38,3,4,3,4908.0,0,4908.0,0.993,827,21,0.75,0.0 +797707008,Attrited Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,38,6,1,3,7222.0,0,7222.0,0.685,920,18,0.5,0.0 +713490483,Existing Customer,61,M,0,Uneducated,Single,$80K - $120K,Blue,48,6,2,2,21740.0,0,21740.0,0.676,1755,54,0.543,0.0 +720370533,Attrited Customer,55,M,3,Uneducated,Married,$60K - $80K,Blue,44,3,2,2,2323.0,0,2323.0,0.737,804,15,0.5,0.0 +779743908,Existing Customer,44,M,4,Unknown,Divorced,$60K - $80K,Blue,29,4,2,2,7788.0,0,7788.0,0.296,1196,30,0.429,0.0 +718675158,Attrited Customer,55,F,1,Unknown,Married,Less than $40K,Blue,36,4,1,3,1438.3,361,1077.3,0.963,850,22,0.692,0.251 +710784333,Existing Customer,57,M,2,Unknown,Married,$120K +,Blue,36,3,2,2,23700.0,1314,22386.0,1.487,1644,28,0.647,0.055 +816596583,Existing Customer,45,M,2,Doctorate,Married,$80K - $120K,Blue,40,6,3,1,11710.0,693,11017.0,0.914,1749,50,0.429,0.059 +717517758,Existing Customer,57,F,0,High School,Married,$40K - $60K,Blue,45,3,2,2,2278.0,845,1433.0,1.328,2307,45,0.8,0.371 +712880283,Existing Customer,31,M,0,Uneducated,Married,$40K - $60K,Blue,22,3,3,0,4048.0,1113,2935.0,0.717,1757,45,0.607,0.275 +753226158,Existing Customer,34,F,2,Graduate,Married,Less than $40K,Blue,24,6,2,2,3663.0,1853,1810.0,0.963,1826,35,1.059,0.506 +720605808,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,36,2,2,3,1438.3,0,1438.3,0.672,799,17,0.214,0.0 +758317233,Existing Customer,35,F,1,College,Single,Unknown,Blue,28,4,5,2,3518.0,1575,1943.0,0.625,2121,60,0.579,0.448 +711028308,Existing Customer,44,F,4,Graduate,Married,Less than $40K,Blue,36,4,1,0,1717.0,0,1717.0,0.619,1468,29,0.381,0.0 +814852533,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,45,3,2,2,16813.0,1185,15628.0,0.552,1482,46,0.643,0.07 +711526533,Existing Customer,33,M,3,Post-Graduate,Married,$80K - $120K,Blue,25,4,2,3,16434.0,2104,14330.0,0.955,1726,37,0.85,0.128 +804403908,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,45,4,2,3,21872.0,1118,20754.0,0.658,1806,31,0.409,0.051 +716999883,Existing Customer,51,M,4,High School,Married,$80K - $120K,Blue,41,5,2,0,15897.0,1437,14460.0,0.584,1405,43,0.387,0.09 +716452083,Existing Customer,56,F,4,Unknown,Married,Less than $40K,Blue,46,5,3,2,4271.0,1150,3121.0,1.064,2052,50,0.724,0.269 +787599258,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,29,6,1,2,7361.0,1309,6052.0,0.504,1175,34,0.7,0.178 +714495258,Existing Customer,26,M,0,College,Single,Less than $40K,Blue,36,4,1,3,1438.3,479,959.3,0.553,1786,37,0.37,0.333 +717713283,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,3,8628.0,1077,7551.0,0.872,1675,58,0.415,0.125 +789317883,Existing Customer,54,M,2,College,Married,$80K - $120K,Blue,44,4,3,3,18750.0,1705,17045.0,0.807,1200,36,0.895,0.091 +714500883,Existing Customer,44,F,3,Graduate,Married,Unknown,Blue,36,4,2,3,21242.0,819,20423.0,0.499,1283,37,0.542,0.039 +789467508,Existing Customer,65,F,0,Graduate,Married,$40K - $60K,Blue,56,5,3,0,2961.0,1570,1391.0,0.908,1937,57,0.781,0.53 +710317758,Existing Customer,38,F,3,High School,Married,Unknown,Blue,29,4,2,2,11327.0,1528,9799.0,1.142,2033,38,0.727,0.135 +711231558,Existing Customer,58,M,3,High School,Married,$60K - $80K,Blue,40,6,1,3,8308.0,2517,5791.0,1.455,1915,37,1.056,0.303 +716829483,Existing Customer,39,F,3,Post-Graduate,Married,$40K - $60K,Blue,28,4,2,2,3249.0,2217,1032.0,1.06,1988,36,0.895,0.682 +779713608,Existing Customer,52,M,2,High School,Married,$120K +,Blue,36,5,1,2,2981.0,1358,1623.0,1.242,1648,30,1.5,0.456 +711628458,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,31,4,1,0,8829.0,901,7928.0,0.825,1902,45,0.667,0.102 +718943508,Existing Customer,42,M,3,Unknown,Single,$80K - $120K,Blue,33,3,3,2,3714.0,2170,1544.0,0.524,1454,35,0.522,0.584 +770724558,Attrited Customer,42,M,2,College,Married,$60K - $80K,Blue,28,6,1,3,7340.0,0,7340.0,0.65,838,24,0.412,0.0 +783561558,Existing Customer,57,M,4,Post-Graduate,Married,$120K +,Blue,51,4,2,3,16952.0,0,16952.0,0.709,1918,61,0.649,0.0 +719309958,Attrited Customer,55,M,3,Doctorate,Single,$80K - $120K,Blue,35,4,1,3,20865.0,0,20865.0,0.881,837,25,0.667,0.0 +788785083,Existing Customer,44,F,3,College,Unknown,Less than $40K,Blue,25,6,3,2,3083.0,1040,2043.0,0.729,4311,78,0.56,0.337 +780481308,Existing Customer,37,F,3,Graduate,Married,Unknown,Blue,24,3,2,2,10584.0,1550,9034.0,0.692,1567,33,0.32,0.146 +711757383,Existing Customer,50,F,3,Unknown,Married,Less than $40K,Blue,42,4,1,2,2240.0,0,2240.0,0.668,1905,39,0.345,0.0 +787550808,Existing Customer,51,M,2,Graduate,Married,$40K - $60K,Blue,40,5,1,2,12240.0,1566,10674.0,0.539,1422,26,0.529,0.128 +779863533,Existing Customer,37,M,1,Graduate,Married,$80K - $120K,Blue,21,6,2,0,5120.0,0,5120.0,0.867,1680,32,0.778,0.0 +714529233,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,24,3,1,3,3124.0,1593,1531.0,0.869,1652,41,0.367,0.51 +708177333,Existing Customer,51,F,2,High School,Married,Less than $40K,Silver,36,5,3,0,11261.0,2485,8776.0,0.736,1158,26,0.857,0.221 +812019933,Existing Customer,65,M,1,Uneducated,Married,$40K - $60K,Blue,56,3,3,2,2468.0,2021,447.0,0.906,1797,46,0.586,0.819 +708557358,Existing Customer,43,M,2,College,Married,$60K - $80K,Blue,28,4,2,3,22157.0,1355,20802.0,0.69,1911,55,0.571,0.061 +713580633,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,32,6,2,3,11477.0,0,11477.0,0.767,1260,27,0.688,0.0 +711466533,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,33,5,2,2,3933.0,852,3081.0,0.433,1489,45,0.324,0.217 +802276683,Existing Customer,56,M,3,Graduate,Married,$80K - $120K,Blue,50,3,3,3,8022.0,1372,6650.0,0.896,1794,31,1.385,0.171 +780913308,Existing Customer,43,M,3,Unknown,Single,$60K - $80K,Blue,34,6,2,0,13771.0,2517,11254.0,0.501,1510,42,0.75,0.183 +808897683,Attrited Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,48,3,3,3,30271.0,1406,28865.0,1.336,3231,47,0.306,0.046 +719428308,Existing Customer,50,M,2,High School,Unknown,$60K - $80K,Blue,41,6,2,2,3244.0,1762,1482.0,0.661,1274,32,1.0,0.543 +713010483,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,36,6,1,3,2936.0,2379,557.0,0.694,1572,57,0.676,0.81 +717006333,Existing Customer,54,M,3,High School,Married,$80K - $120K,Blue,36,6,1,2,1438.3,1133,305.3,0.759,1935,41,0.708,0.788 +787621158,Existing Customer,33,M,2,Unknown,Married,$60K - $80K,Blue,25,6,3,3,6242.0,491,5751.0,1.054,2187,59,0.405,0.079 +716924058,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,49,3,1,3,6175.0,1166,5009.0,0.803,1417,25,0.25,0.189 +720916683,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,26,4,3,2,11806.0,1811,9995.0,0.754,1465,31,0.476,0.153 +720923658,Existing Customer,48,M,3,Post-Graduate,Single,$60K - $80K,Blue,39,5,2,2,4734.0,954,3780.0,0.6,1570,45,0.452,0.202 +712710708,Existing Customer,55,M,2,High School,Single,$40K - $60K,Blue,36,5,2,0,6244.0,2517,3727.0,0.607,1445,40,0.29,0.403 +718939083,Attrited Customer,54,F,2,Graduate,Married,Less than $40K,Blue,45,3,1,3,1438.3,306,1132.3,1.035,694,15,0.364,0.213 +779519058,Existing Customer,51,F,3,Post-Graduate,Divorced,Unknown,Platinum,34,3,1,2,34516.0,1578,32938.0,0.725,1929,40,0.481,0.046 +719085933,Existing Customer,35,M,3,Graduate,Single,$80K - $120K,Blue,24,4,1,2,23561.0,864,22697.0,1.373,2447,64,1.0,0.037 +715124958,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,2,3,24742.0,1676,23066.0,0.566,1306,31,0.55,0.068 +712979133,Attrited Customer,55,M,4,High School,Married,$80K - $120K,Blue,41,2,2,2,27560.0,900,26660.0,1.031,646,10,0.25,0.033 +712006308,Existing Customer,45,F,0,College,Divorced,Less than $40K,Blue,35,6,1,3,5923.0,1686,4237.0,0.702,1236,35,0.591,0.285 +710801133,Existing Customer,34,M,2,Uneducated,Married,$60K - $80K,Blue,36,6,1,2,8581.0,2326,6255.0,1.226,2513,63,0.615,0.271 +712490283,Existing Customer,55,F,4,Graduate,Married,$40K - $60K,Blue,41,4,3,3,3156.0,2517,639.0,1.516,2091,48,0.778,0.798 +720071583,Attrited Customer,48,F,2,Unknown,Married,Less than $40K,Blue,36,5,1,3,7151.0,800,6351.0,0.986,854,22,0.375,0.112 +717958833,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,35,5,1,2,1535.0,700,835.0,2.282,1848,25,1.083,0.456 +812420358,Attrited Customer,61,F,0,Graduate,Married,Less than $40K,Blue,56,3,3,3,2122.0,554,1568.0,0.857,949,17,0.133,0.261 +712370208,Existing Customer,48,M,1,Uneducated,Unknown,$60K - $80K,Blue,35,3,2,2,17131.0,1213,15918.0,0.604,1371,37,0.423,0.071 +715940358,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,42,6,2,2,5822.0,2387,3435.0,0.76,1804,49,0.75,0.41 +715041333,Existing Customer,39,M,3,Doctorate,Married,$60K - $80K,Blue,29,3,1,3,3537.0,2517,1020.0,1.021,1605,43,0.344,0.712 +712797258,Existing Customer,43,M,3,Graduate,Married,$120K +,Blue,33,3,1,3,34516.0,2129,32387.0,0.587,1463,38,0.583,0.062 +769170558,Existing Customer,53,M,3,Graduate,Single,$60K - $80K,Blue,47,6,4,3,16320.0,0,16320.0,0.757,1279,41,0.708,0.0 +715884858,Existing Customer,38,M,2,High School,Married,$80K - $120K,Blue,36,5,3,3,2407.0,843,1564.0,1.008,1470,28,0.4,0.35 +796343058,Existing Customer,49,F,2,High School,Single,Less than $40K,Blue,43,4,1,2,3538.0,0,3538.0,0.481,1265,38,0.462,0.0 +783910008,Existing Customer,37,F,0,Unknown,Married,Less than $40K,Blue,31,5,2,2,2684.0,1381,1303.0,0.794,2002,60,0.429,0.515 +718888308,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,36,4,3,2,34516.0,2517,31999.0,0.741,1475,33,0.833,0.073 +785114808,Existing Customer,46,M,2,Post-Graduate,Single,$40K - $60K,Silver,40,4,2,2,15459.0,0,15459.0,0.789,1419,30,0.667,0.0 +709852908,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,3,4307.0,0,4307.0,0.745,1628,37,0.542,0.0 +823528833,Existing Customer,50,F,1,Unknown,Single,Less than $40K,Blue,46,4,2,3,2081.0,1235,846.0,1.485,1337,29,1.071,0.593 +719679858,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,47,3,2,2,2848.0,1468,1380.0,0.517,1135,27,0.421,0.515 +827108583,Existing Customer,55,M,3,High School,Single,$120K +,Blue,51,3,1,3,34516.0,1266,33250.0,0.846,1161,26,0.368,0.037 +787833333,Existing Customer,44,M,3,College,Unknown,$80K - $120K,Blue,35,6,1,2,6361.0,1292,5069.0,1.027,1571,38,0.52,0.203 +719781183,Existing Customer,57,M,4,High School,Married,$80K - $120K,Blue,38,4,1,3,15428.0,1553,13875.0,0.747,1916,40,0.538,0.101 +710429358,Existing Customer,57,M,1,High School,Married,$40K - $60K,Blue,48,5,1,3,2544.0,1927,617.0,0.939,1346,30,0.364,0.757 +798792408,Attrited Customer,48,M,3,High School,Married,$80K - $120K,Blue,42,1,1,3,9959.0,0,9959.0,0.688,805,24,0.143,0.0 +710280558,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,39,3,3,2,8796.0,2517,6279.0,0.492,1195,18,0.8,0.286 +809825358,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,48,6,1,3,3428.0,1566,1862.0,0.557,1155,34,0.545,0.457 +714451833,Existing Customer,45,F,1,Doctorate,Single,Less than $40K,Blue,36,6,2,2,1438.3,0,1438.3,0.597,1431,34,0.545,0.0 +713943783,Existing Customer,41,M,4,Post-Graduate,Married,$60K - $80K,Blue,32,5,3,2,18001.0,906,17095.0,0.62,1194,25,0.471,0.05 +710706558,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,42,3,1,3,2680.0,1753,927.0,0.32,1154,33,0.571,0.654 +713620308,Existing Customer,46,F,2,High School,Married,Less than $40K,Blue,35,6,4,3,4675.0,1734,2941.0,0.413,1232,34,0.545,0.371 +813453408,Existing Customer,40,F,5,College,Married,Less than $40K,Blue,35,3,1,3,2448.0,1693,755.0,0.502,1269,30,0.875,0.692 +818248383,Existing Customer,33,M,2,Doctorate,Married,$60K - $80K,Blue,28,3,3,3,4049.0,0,4049.0,0.898,1742,35,1.5,0.0 +780106908,Existing Customer,53,M,1,High School,Single,$80K - $120K,Blue,38,6,2,2,8154.0,996,7158.0,0.594,1379,26,1.0,0.122 +708938508,Existing Customer,63,M,1,High School,Married,$40K - $60K,Blue,36,5,3,2,4559.0,1571,2988.0,1.441,1870,35,0.842,0.345 +709671708,Existing Customer,61,M,0,Uneducated,Single,$80K - $120K,Blue,36,4,2,1,19354.0,984,18370.0,0.956,1207,32,0.684,0.051 +711204483,Attrited Customer,56,M,4,High School,Married,$60K - $80K,Blue,46,3,3,3,2340.0,1930,410.0,0.987,781,15,0.364,0.825 +801728658,Existing Customer,53,M,2,Graduate,Single,$60K - $80K,Blue,47,6,3,0,13848.0,1389,12459.0,1.178,1773,38,0.407,0.1 +713945883,Attrited Customer,62,F,2,Graduate,Married,Less than $40K,Blue,52,4,2,2,2490.0,513,1977.0,0.678,864,20,0.333,0.206 +779558733,Existing Customer,50,F,4,Unknown,Married,Unknown,Silver,36,6,1,2,32156.0,1791,30365.0,0.906,1559,39,1.167,0.056 +788370258,Existing Customer,37,M,4,Graduate,Married,$60K - $80K,Blue,30,5,3,2,2578.0,2517,61.0,0.896,1830,64,0.524,0.976 +714927333,Existing Customer,62,F,0,Graduate,Married,Unknown,Blue,52,6,3,2,9050.0,1538,7512.0,0.77,1542,43,0.654,0.17 +710383158,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Silver,41,4,1,2,34516.0,0,34516.0,0.499,1506,47,0.516,0.0 +798007308,Existing Customer,57,F,3,High School,Married,Unknown,Blue,51,6,1,0,8362.0,0,8362.0,0.528,1175,41,0.464,0.0 +711768858,Existing Customer,55,M,2,High School,Married,$80K - $120K,Blue,36,3,2,3,6514.0,2258,4256.0,0.785,1383,20,1.857,0.347 +714888633,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,42,3,3,4,4051.0,1183,2868.0,0.794,1837,57,0.629,0.292 +712650333,Existing Customer,48,M,3,College,Married,$60K - $80K,Blue,37,3,3,2,11959.0,1665,10294.0,0.675,1191,40,0.481,0.139 +719945433,Existing Customer,60,F,1,Uneducated,Divorced,$40K - $60K,Blue,48,3,2,2,2070.0,0,2070.0,0.708,1793,53,0.963,0.0 +720310458,Existing Customer,46,M,1,Unknown,Single,$120K +,Blue,32,5,2,1,11840.0,1295,10545.0,0.84,1560,49,0.4,0.109 +718344033,Existing Customer,47,M,2,College,Married,$120K +,Blue,35,4,3,2,3636.0,1010,2626.0,0.596,1564,59,0.686,0.278 +715442958,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,36,3,3,3,11067.0,2517,8550.0,1.048,1843,38,1.235,0.227 +780326883,Existing Customer,53,M,2,Doctorate,Married,$60K - $80K,Blue,40,3,3,3,11262.0,1435,9827.0,0.735,2165,61,0.649,0.127 +711157833,Existing Customer,56,F,3,Graduate,Single,$40K - $60K,Blue,36,4,1,0,5108.0,1656,3452.0,0.711,1631,41,0.323,0.324 +719704308,Existing Customer,56,F,4,High School,Married,$40K - $60K,Blue,36,5,1,1,2072.0,1543,529.0,0.486,1265,32,0.391,0.745 +708772308,Existing Customer,41,M,3,Uneducated,Married,$80K - $120K,Blue,24,4,3,3,4119.0,1656,2463.0,0.561,1455,35,0.667,0.402 +817663908,Existing Customer,60,F,1,Graduate,Married,$40K - $60K,Blue,42,5,3,3,5903.0,1335,4568.0,0.914,1137,27,0.929,0.226 +780054258,Existing Customer,40,M,5,Graduate,Unknown,$40K - $60K,Blue,25,6,2,3,7860.0,541,7319.0,0.764,1367,35,0.75,0.069 +709990983,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,2,2,5918.0,842,5076.0,0.56,1292,26,0.733,0.142 +818045958,Existing Customer,46,M,4,Graduate,Single,$40K - $60K,Blue,41,5,3,2,6741.0,1745,4996.0,0.559,1682,46,0.438,0.259 +716380683,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,36,6,1,2,3880.0,1542,2338.0,1.015,1598,39,0.5,0.397 +787480158,Existing Customer,57,F,2,Unknown,Married,Less than $40K,Blue,45,4,2,0,2494.0,1639,855.0,0.858,1555,39,0.625,0.657 +778461408,Existing Customer,38,M,1,High School,Married,$80K - $120K,Blue,23,4,3,2,22149.0,987,21162.0,1.633,2409,36,0.8,0.045 +713861733,Existing Customer,50,M,3,Graduate,Divorced,$80K - $120K,Blue,36,4,3,1,34516.0,1542,32974.0,0.869,1770,65,0.585,0.045 +789291633,Existing Customer,62,M,0,Graduate,Married,$60K - $80K,Blue,51,3,2,0,5450.0,967,4483.0,0.701,1526,45,0.8,0.177 +789513858,Attrited Customer,43,M,3,Unknown,Married,$40K - $60K,Blue,35,2,2,3,1438.3,0,1438.3,0.694,891,28,0.4,0.0 +778357458,Existing Customer,44,F,5,Unknown,Single,Less than $40K,Blue,24,4,3,3,2003.0,1224,779.0,0.646,1756,42,0.355,0.611 +718325883,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,32,6,3,2,7723.0,1902,5821.0,1.181,1241,22,1.0,0.246 +720344658,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,23,4,1,1,18226.0,1847,16379.0,0.845,1681,43,0.87,0.101 +809292483,Existing Customer,44,F,4,College,Married,Less than $40K,Blue,39,4,2,2,8128.0,1846,6282.0,0.857,1224,32,0.778,0.227 +779791008,Existing Customer,43,M,3,High School,Married,$80K - $120K,Blue,32,6,2,3,5851.0,1660,4191.0,0.786,1572,38,0.52,0.284 +779557533,Existing Customer,54,M,1,Post-Graduate,Single,$80K - $120K,Blue,40,6,3,3,10260.0,942,9318.0,1.042,1566,50,0.562,0.092 +795904233,Existing Customer,38,F,3,Unknown,Single,Unknown,Blue,32,5,1,0,26945.0,727,26218.0,0.687,1579,40,0.6,0.027 +710573808,Existing Customer,55,M,2,Unknown,Single,$60K - $80K,Blue,36,6,3,3,2243.0,1418,825.0,0.39,1334,31,0.409,0.632 +717418158,Existing Customer,42,M,5,Unknown,Unknown,$120K +,Blue,36,4,1,2,34516.0,1839,32677.0,0.69,1230,34,0.889,0.053 +771963708,Attrited Customer,56,M,3,Unknown,Married,$60K - $80K,Blue,45,5,3,2,12248.0,0,12248.0,0.894,767,25,0.562,0.0 +712433508,Attrited Customer,59,F,1,Unknown,Married,Unknown,Blue,50,3,2,3,1438.3,0,1438.3,0.57,724,16,0.231,0.0 +779320983,Existing Customer,46,M,4,Uneducated,Single,$80K - $120K,Blue,28,4,3,2,19843.0,1178,18665.0,0.909,1638,49,0.633,0.059 +718093233,Existing Customer,55,F,2,Post-Graduate,Married,Less than $40K,Blue,45,3,3,3,2163.0,0,2163.0,0.816,1349,47,0.88,0.0 +719459358,Existing Customer,52,M,1,Doctorate,Married,$120K +,Blue,41,4,2,2,33864.0,989,32875.0,1.219,1751,48,0.92,0.029 +717728808,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,26,3,1,2,4531.0,1214,3317.0,0.813,1414,40,0.333,0.268 +788701608,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,26,5,2,3,2950.0,1705,1245.0,0.605,1260,32,0.6,0.578 +778506633,Attrited Customer,43,F,4,College,Married,Less than $40K,Blue,23,6,2,3,7706.0,392,7314.0,0.764,965,27,0.421,0.051 +719989008,Existing Customer,47,F,1,High School,Unknown,Unknown,Blue,36,5,1,0,25657.0,2216,23441.0,0.856,1121,25,0.667,0.086 +791839233,Existing Customer,42,F,4,Unknown,Divorced,Unknown,Blue,36,5,3,2,17536.0,1525,16011.0,0.859,1411,28,0.474,0.087 +716918508,Existing Customer,39,M,1,College,Single,$40K - $60K,Blue,24,4,3,3,3770.0,1197,2573.0,0.621,1602,49,0.441,0.318 +717321783,Existing Customer,50,M,1,Uneducated,Single,$60K - $80K,Blue,45,5,2,2,10344.0,1274,9070.0,0.445,1617,47,0.424,0.123 +799000008,Existing Customer,57,M,2,Post-Graduate,Divorced,$120K +,Blue,51,4,1,1,26437.0,1472,24965.0,0.742,1244,36,0.5,0.056 +721517208,Existing Customer,41,M,4,Unknown,Married,Less than $40K,Blue,30,4,6,1,2450.0,1967,483.0,0.589,1263,29,0.611,0.803 +719068683,Existing Customer,52,F,1,High School,Married,$40K - $60K,Blue,36,5,1,2,3136.0,1864,1272.0,0.693,1036,25,0.25,0.594 +709120008,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,36,4,3,2,6976.0,0,6976.0,0.519,1217,39,1.438,0.0 +709117533,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,36,4,3,1,21134.0,1508,19626.0,0.505,1556,35,0.842,0.071 +816594183,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,53,6,2,3,2019.0,1380,639.0,1.158,2005,62,0.59,0.684 +789485433,Existing Customer,42,M,4,College,Married,$80K - $120K,Blue,34,3,2,3,34516.0,668,33848.0,0.678,1698,67,0.763,0.019 +712881483,Existing Customer,55,M,1,Post-Graduate,Married,$80K - $120K,Blue,45,5,3,3,9959.0,1890,8069.0,1.043,2041,45,0.875,0.19 +712689333,Existing Customer,38,M,2,Unknown,Single,$80K - $120K,Blue,28,4,3,2,20241.0,1203,19038.0,0.66,1102,31,0.632,0.059 +771492408,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,28,3,1,2,2421.0,1747,674.0,0.691,1346,30,1.308,0.722 +711668283,Existing Customer,48,M,4,Uneducated,Married,$80K - $120K,Blue,37,5,6,3,30948.0,2404,28544.0,0.609,1511,35,0.207,0.078 +772684833,Existing Customer,32,F,1,Unknown,Married,Less than $40K,Blue,22,3,3,2,2642.0,2035,607.0,1.119,1761,42,0.909,0.77 +712960308,Existing Customer,33,F,2,High School,Single,Less than $40K,Blue,36,4,1,1,8070.0,2350,5720.0,1.03,2117,61,0.649,0.291 +713530833,Attrited Customer,58,M,2,Graduate,Married,$40K - $60K,Blue,48,2,3,3,4085.0,2238,1847.0,0.568,596,15,0.5,0.548 +756065433,Existing Customer,26,M,0,Unknown,Single,$40K - $60K,Blue,19,5,2,2,2187.0,1597,590.0,0.777,2560,46,0.314,0.73 +710997183,Existing Customer,46,M,0,Unknown,Married,$60K - $80K,Gold,36,3,3,2,34516.0,1092,33424.0,0.737,1409,39,0.345,0.032 +711146358,Existing Customer,39,F,1,Graduate,Married,Unknown,Blue,29,4,3,2,3358.0,1758,1600.0,0.723,1759,33,0.737,0.524 +716144058,Existing Customer,36,F,1,College,Single,$40K - $60K,Blue,25,6,3,3,1888.0,0,1888.0,0.928,1886,66,0.65,0.0 +778699908,Attrited Customer,43,M,2,Uneducated,Married,$60K - $80K,Blue,24,2,3,3,14447.0,0,14447.0,0.856,915,29,2.222,0.0 +713571258,Existing Customer,45,M,2,Unknown,Single,$60K - $80K,Silver,26,6,3,2,32349.0,1630,30719.0,0.646,1343,41,0.519,0.05 +711676908,Existing Customer,51,F,3,College,Married,Unknown,Blue,36,3,2,3,12605.0,1449,11156.0,0.703,1870,56,0.647,0.115 +719315508,Existing Customer,62,F,0,Unknown,Married,$40K - $60K,Blue,36,4,2,2,2964.0,2400,564.0,1.296,1557,25,1.778,0.81 +778623858,Existing Customer,58,M,0,Uneducated,Married,$80K - $120K,Blue,38,6,3,3,3785.0,1935,1850.0,1.558,1824,49,1.45,0.511 +714665733,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,36,5,1,0,2727.0,834,1893.0,0.568,1294,26,0.444,0.306 +816089433,Existing Customer,49,M,4,Doctorate,Married,$60K - $80K,Blue,44,3,1,1,3343.0,1581,1762.0,1.146,1545,31,0.824,0.473 +716991933,Attrited Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,35,6,3,1,9786.0,0,9786.0,0.701,820,25,0.562,0.0 +714534108,Existing Customer,45,F,2,High School,Married,$40K - $60K,Blue,36,4,1,3,6407.0,1884,4523.0,0.678,1675,47,0.469,0.294 +787456608,Existing Customer,29,M,2,High School,Married,$80K - $120K,Blue,15,6,2,2,4158.0,1635,2523.0,0.778,1678,37,0.542,0.393 +717090183,Existing Customer,60,M,1,Doctorate,Married,$120K +,Blue,50,6,1,2,21697.0,2144,19553.0,0.654,2117,48,0.655,0.099 +772782708,Existing Customer,50,M,3,Post-Graduate,Single,$80K - $120K,Blue,40,5,2,2,31383.0,1688,29695.0,0.765,1721,56,0.75,0.054 +710722908,Existing Customer,53,M,3,Doctorate,Single,$120K +,Blue,36,3,1,0,30883.0,1694,29189.0,0.86,1267,23,0.533,0.055 +795155433,Existing Customer,45,M,3,Unknown,Married,$80K - $120K,Blue,38,6,3,1,12918.0,1345,11573.0,1.061,1562,33,1.2,0.104 +715271733,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,37,3,3,0,8520.0,814,7706.0,0.504,1193,35,0.346,0.096 +771706308,Existing Customer,46,M,2,Doctorate,Single,$80K - $120K,Blue,34,4,3,2,14310.0,694,13616.0,0.558,1254,34,0.478,0.048 +713989233,Existing Customer,61,M,0,Post-Graduate,Married,Unknown,Blue,53,6,2,3,14434.0,1927,12507.0,2.675,1731,32,3.571,0.134 +780198258,Existing Customer,46,M,4,College,Single,$120K +,Blue,36,5,2,1,7793.0,1705,6088.0,0.597,1099,39,0.696,0.219 +802002858,Attrited Customer,62,F,1,High School,Married,Unknown,Blue,56,2,1,2,8990.0,0,8990.0,0.935,747,19,0.583,0.0 +716290233,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,33,6,2,3,4343.0,0,4343.0,0.563,1352,35,0.944,0.0 +828298908,Existing Customer,54,M,4,Graduate,Married,$120K +,Blue,50,4,2,0,2872.0,2035,837.0,0.613,1770,47,0.741,0.709 +788946783,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,36,5,1,3,9697.0,0,9697.0,0.759,1812,50,0.923,0.0 +720697908,Existing Customer,35,M,2,High School,Married,$40K - $60K,Blue,21,3,3,1,2967.0,1843,1124.0,0.681,1673,58,0.526,0.621 +780598383,Existing Customer,35,M,3,Doctorate,Single,$40K - $60K,Blue,23,4,3,2,2148.0,1545,603.0,0.682,2167,65,0.512,0.719 +715345833,Existing Customer,36,F,1,High School,Single,Less than $40K,Blue,36,6,3,1,6116.0,2517,3599.0,0.691,2369,56,0.75,0.412 +710831133,Existing Customer,42,M,3,Unknown,Married,$80K - $120K,Blue,36,5,2,2,18085.0,1487,16598.0,0.792,1582,47,1.043,0.082 +766706358,Existing Customer,39,F,2,Unknown,Married,Less than $40K,Blue,32,6,3,0,2524.0,1395,1129.0,1.048,1800,33,0.5,0.553 +816533733,Existing Customer,50,M,1,Unknown,Married,$80K - $120K,Blue,45,5,2,2,33951.0,0,33951.0,0.822,1567,44,0.467,0.0 +712373208,Attrited Customer,43,M,3,Doctorate,Single,$60K - $80K,Blue,35,3,3,2,3312.0,0,3312.0,0.698,647,19,0.462,0.0 +721433283,Existing Customer,39,F,1,High School,Single,$40K - $60K,Blue,20,3,2,2,9956.0,1117,8839.0,0.515,1447,39,0.696,0.112 +720680058,Existing Customer,47,M,2,Post-Graduate,Married,Less than $40K,Blue,36,6,1,3,3888.0,1663,2225.0,0.664,1145,37,0.423,0.428 +716909283,Existing Customer,60,M,1,Post-Graduate,Single,$80K - $120K,Blue,48,3,1,3,30655.0,0,30655.0,0.475,3280,78,0.625,0.0 +754654383,Existing Customer,30,M,2,High School,Married,Less than $40K,Blue,23,4,2,0,2997.0,1393,1604.0,1.12,1577,35,0.522,0.465 +719226333,Existing Customer,44,M,4,Unknown,Single,$60K - $80K,Blue,24,5,3,2,11042.0,2211,8831.0,0.897,1140,25,0.786,0.2 +779759058,Existing Customer,52,M,0,Graduate,Single,$120K +,Blue,41,6,3,2,3386.0,1794,1592.0,0.671,1736,40,1.105,0.53 +718206783,Existing Customer,45,F,4,Unknown,Single,Less than $40K,Gold,36,6,1,3,15987.0,1648,14339.0,0.732,1436,36,1.25,0.103 +715783758,Existing Customer,40,M,4,Graduate,Divorced,$120K +,Blue,30,5,3,3,25188.0,1295,23893.0,0.557,1513,38,0.583,0.051 +771190083,Existing Customer,36,F,3,Post-Graduate,Single,Less than $40K,Blue,23,6,2,1,2410.0,1705,705.0,0.798,2505,69,0.568,0.707 +713135883,Existing Customer,65,F,0,High School,Married,Unknown,Blue,53,4,3,0,4315.0,717,3598.0,0.808,1723,51,0.5,0.166 +778799583,Existing Customer,35,F,0,Unknown,Married,Less than $40K,Blue,24,6,1,1,2592.0,2227,365.0,0.633,1695,48,0.548,0.859 +808796208,Existing Customer,54,F,2,Unknown,Divorced,$40K - $60K,Blue,49,5,3,2,5476.0,2517,2959.0,0.967,1532,44,0.692,0.46 +708313608,Existing Customer,53,M,3,Unknown,Married,$80K - $120K,Blue,43,5,3,0,2464.0,2116,348.0,0.744,2110,43,1.048,0.859 +779330208,Existing Customer,62,F,1,College,Married,Less than $40K,Blue,44,3,2,3,2378.0,1610,768.0,0.448,1807,45,0.607,0.677 +794498733,Existing Customer,40,M,2,Unknown,Single,$120K +,Blue,21,6,4,3,20056.0,1602,18454.0,0.466,1687,46,0.533,0.08 +807964908,Existing Customer,41,M,4,High School,Married,$60K - $80K,Blue,36,4,2,2,8013.0,2025,5988.0,0.789,1481,45,0.452,0.253 +823845783,Existing Customer,53,M,2,Unknown,Married,$120K +,Blue,49,6,2,3,3386.0,1984,1402.0,0.573,1318,37,0.194,0.586 +711748983,Existing Customer,30,M,1,High School,Married,$60K - $80K,Blue,17,3,3,2,7906.0,1631,6275.0,0.889,1946,45,0.552,0.206 +718064283,Existing Customer,46,M,3,Uneducated,Divorced,$60K - $80K,Blue,34,4,3,0,11501.0,713,10788.0,0.84,1481,41,0.519,0.062 +710492733,Existing Customer,29,M,0,Post-Graduate,Single,$40K - $60K,Blue,19,4,1,2,13632.0,1482,12150.0,0.893,2168,42,2.5,0.109 +779016408,Existing Customer,37,F,3,Uneducated,Married,Less than $40K,Blue,27,6,1,3,2229.0,1791,438.0,1.139,1583,32,0.6,0.803 +717787533,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,40,4,1,1,5158.0,2190,2968.0,0.426,1229,34,0.478,0.425 +714851058,Existing Customer,31,M,0,Graduate,Married,$40K - $60K,Blue,21,3,3,0,2158.0,1729,429.0,1.1,1718,42,0.448,0.801 +823535133,Existing Customer,45,M,2,Uneducated,Unknown,$80K - $120K,Blue,41,6,2,2,23271.0,1262,22009.0,0.718,1402,34,0.889,0.054 +708455883,Attrited Customer,57,M,1,Graduate,Single,$80K - $120K,Blue,36,2,3,2,10244.0,861,9383.0,0.78,1127,29,0.381,0.084 +780095808,Existing Customer,43,M,3,Unknown,Divorced,$60K - $80K,Blue,30,3,2,1,2588.0,1669,919.0,0.788,1053,31,0.55,0.645 +709207458,Existing Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,27,4,2,3,10747.0,1603,9144.0,0.471,1340,25,0.923,0.149 +763895958,Attrited Customer,53,M,2,High School,Married,$120K +,Blue,46,4,3,1,7474.0,0,7474.0,0.858,732,21,0.615,0.0 +715942683,Existing Customer,32,F,3,Graduate,Single,Less than $40K,Blue,36,3,1,3,3555.0,0,3555.0,0.813,2346,71,0.651,0.0 +721301733,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,38,6,3,2,22140.0,733,21407.0,0.987,1580,45,0.667,0.033 +711927108,Attrited Customer,54,M,3,High School,Married,$80K - $120K,Blue,36,2,3,4,9457.0,350,9107.0,1.024,1196,28,0.333,0.037 +718083483,Existing Customer,42,M,3,Uneducated,Unknown,Less than $40K,Blue,35,4,5,0,6218.0,2134,4084.0,1.25,2086,50,0.786,0.343 +717548358,Existing Customer,38,F,1,College,Married,Less than $40K,Blue,25,3,3,1,2580.0,2265,315.0,0.824,1665,57,0.629,0.878 +816829608,Existing Customer,44,M,2,Unknown,Married,$80K - $120K,Blue,39,6,2,2,1438.3,0,1438.3,0.871,1495,39,0.393,0.0 +713936583,Existing Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,43,6,3,1,6224.0,1892,4332.0,0.983,2187,58,0.657,0.304 +709682658,Existing Customer,37,F,4,High School,Single,$40K - $60K,Blue,36,5,3,1,3093.0,2517,576.0,0.855,1371,23,0.917,0.814 +793889508,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Blue,42,4,3,3,4076.0,0,4076.0,0.808,1235,37,0.682,0.0 +714648933,Existing Customer,55,F,3,Graduate,Married,Unknown,Blue,36,3,2,0,4861.0,1123,3738.0,0.938,1556,40,0.538,0.231 +711556533,Existing Customer,43,F,1,Graduate,Unknown,Unknown,Blue,36,6,3,3,9851.0,0,9851.0,1.034,1212,24,0.6,0.0 +717420333,Existing Customer,37,M,1,High School,Single,$60K - $80K,Blue,26,4,3,2,7349.0,2517,4832.0,0.877,2701,60,0.714,0.342 +768921933,Existing Customer,34,M,2,High School,Married,$60K - $80K,Blue,28,3,3,3,2853.0,2420,433.0,0.858,1750,47,0.808,0.848 +714311583,Existing Customer,46,F,4,Graduate,Single,Unknown,Blue,36,4,3,2,17023.0,1084,15939.0,0.928,1610,43,0.387,0.064 +717707133,Existing Customer,32,M,1,Unknown,Single,$40K - $60K,Blue,24,6,2,3,10060.0,2322,7738.0,0.894,2184,63,1.032,0.231 +716043258,Existing Customer,53,M,3,Unknown,Married,$40K - $60K,Blue,41,6,1,2,1595.0,870,725.0,0.694,1745,41,0.577,0.545 +716343408,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,38,3,2,1,8475.0,1385,7090.0,0.611,1381,40,0.481,0.163 +718909158,Existing Customer,38,M,1,College,Married,Less than $40K,Blue,25,6,3,3,5559.0,658,4901.0,0.627,1793,37,0.947,0.118 +719471433,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,22,3,3,2,2917.0,2127,790.0,1.074,1831,36,1.0,0.729 +712763808,Existing Customer,38,M,2,Unknown,Single,$60K - $80K,Blue,36,3,3,3,6692.0,2037,4655.0,0.401,1468,36,0.241,0.304 +711147483,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,28,2,2,3,8551.0,1067,7484.0,0.931,1097,32,0.778,0.125 +719788833,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,36,6,2,3,10569.0,0,10569.0,0.838,1682,44,1.0,0.0 +715168983,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,5,2,2,7051.0,0,7051.0,0.527,1451,37,0.194,0.0 +714306258,Existing Customer,56,M,1,College,Married,$60K - $80K,Blue,46,3,2,1,10117.0,2242,7875.0,0.662,1509,44,0.467,0.222 +713828208,Existing Customer,47,M,2,Uneducated,Unknown,$60K - $80K,Blue,36,6,2,1,8311.0,0,8311.0,0.584,1895,57,0.425,0.0 +710574558,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,41,5,3,2,26442.0,1642,24800.0,0.651,1403,40,0.429,0.062 +710947683,Existing Customer,64,F,0,Graduate,Married,Less than $40K,Blue,51,6,3,1,4920.0,1142,3778.0,0.507,1420,31,0.348,0.232 +711113958,Existing Customer,37,F,3,Unknown,Married,Less than $40K,Blue,25,6,2,1,1438.3,674,764.3,2.18,1717,31,0.722,0.469 +718923858,Existing Customer,42,M,1,College,Married,$60K - $80K,Silver,29,5,2,2,26750.0,1204,25546.0,0.428,1131,29,0.318,0.045 +752666508,Existing Customer,41,M,4,College,Married,$80K - $120K,Silver,34,4,3,3,34516.0,1347,33169.0,0.801,1005,22,1.0,0.039 +712672083,Existing Customer,65,F,0,High School,Married,Less than $40K,Blue,36,3,3,2,1438.3,747,691.3,0.491,948,24,0.714,0.519 +719863758,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,41,6,2,2,1869.0,758,1111.0,0.91,1549,34,0.478,0.406 +720990183,Attrited Customer,54,M,5,High School,Married,$60K - $80K,Blue,36,5,2,3,14539.0,0,14539.0,0.907,965,26,0.529,0.0 +720718908,Existing Customer,46,M,3,Uneducated,Single,$120K +,Blue,36,5,1,3,26977.0,1961,25016.0,0.641,1958,41,1.05,0.073 +721250358,Existing Customer,50,M,2,Unknown,Married,$40K - $60K,Blue,36,3,1,3,5426.0,1478,3948.0,0.664,1266,22,0.571,0.272 +779773533,Existing Customer,50,F,3,Unknown,Married,Less than $40K,Blue,34,6,1,3,7623.0,2517,5106.0,1.007,1367,29,1.071,0.33 +708249708,Existing Customer,48,F,1,Doctorate,Married,Less than $40K,Blue,39,3,3,3,4844.0,1576,3268.0,0.809,1489,48,0.6,0.325 +713967783,Existing Customer,62,F,0,Unknown,Married,Unknown,Blue,52,6,1,1,2683.0,1707,976.0,1.254,1582,33,0.941,0.636 +779506158,Existing Customer,39,F,1,College,Married,Less than $40K,Blue,22,3,1,2,3214.0,2257,957.0,1.279,2516,42,0.75,0.702 +759823158,Existing Customer,46,M,1,Unknown,Married,$60K - $80K,Blue,39,4,3,3,5374.0,2324,3050.0,0.423,1557,49,0.4,0.432 +716608608,Attrited Customer,41,M,2,Uneducated,Married,$80K - $120K,Blue,33,5,3,3,8004.0,1452,6552.0,0.929,1084,32,0.524,0.181 +789528183,Existing Customer,39,F,2,Graduate,Married,Unknown,Blue,31,4,2,3,1438.3,997,441.3,1.867,2583,47,0.958,0.693 +708895158,Existing Customer,46,M,2,Unknown,Married,$80K - $120K,Blue,34,3,3,3,2925.0,2365,560.0,0.691,1371,30,0.579,0.809 +824805858,Existing Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,35,5,3,3,9235.0,1479,7756.0,0.843,1537,49,0.581,0.16 +720840108,Existing Customer,44,M,0,Uneducated,Married,Less than $40K,Blue,24,5,3,0,8837.0,2103,6734.0,0.559,3753,60,0.875,0.238 +787595658,Existing Customer,57,F,3,Unknown,Single,Less than $40K,Blue,29,6,1,1,8801.0,1421,7380.0,0.568,1104,31,0.292,0.161 +720244983,Existing Customer,40,M,3,Unknown,Single,$40K - $60K,Blue,28,4,1,1,3563.0,1707,1856.0,0.506,1482,42,0.312,0.479 +713220258,Existing Customer,65,F,0,High School,Married,Unknown,Blue,36,4,3,2,8138.0,2104,6034.0,0.837,1299,29,0.812,0.259 +813469458,Existing Customer,26,F,1,Graduate,Single,$40K - $60K,Blue,20,6,3,3,1438.3,673,765.3,0.595,2167,48,0.412,0.468 +788939358,Existing Customer,47,M,2,High School,Unknown,$60K - $80K,Blue,33,4,2,2,2458.0,1399,1059.0,0.739,1563,40,1.222,0.569 +718870158,Existing Customer,47,M,4,High School,Married,$60K - $80K,Blue,34,5,2,3,4592.0,1635,2957.0,0.952,1772,52,0.486,0.356 +788673708,Attrited Customer,57,F,2,High School,Married,$40K - $60K,Blue,45,2,1,3,1438.3,0,1438.3,1.036,1254,35,0.842,0.0 +711809283,Existing Customer,31,M,1,Unknown,Married,Less than $40K,Blue,36,3,3,3,1868.0,1515,353.0,1.359,2229,35,0.667,0.811 +816513108,Existing Customer,54,M,4,Graduate,Married,$60K - $80K,Blue,49,3,1,2,5269.0,1099,4170.0,1.178,2195,63,0.969,0.209 +718594608,Existing Customer,43,F,2,Post-Graduate,Married,Unknown,Blue,36,3,3,3,20156.0,1759,18397.0,0.476,1362,28,0.556,0.087 +823606983,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,35,4,3,2,7410.0,2517,4893.0,1.924,2398,37,1.176,0.34 +717028158,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,44,3,2,3,12163.0,2082,10081.0,1.554,2649,56,0.697,0.171 +788485908,Existing Customer,44,M,3,Unknown,Married,$60K - $80K,Blue,37,3,2,3,6224.0,0,6224.0,0.738,1463,34,0.889,0.0 +714472608,Existing Customer,59,M,0,College,Married,Less than $40K,Blue,49,3,3,3,4250.0,1095,3155.0,0.947,1174,27,0.8,0.258 +710793783,Existing Customer,53,F,3,Graduate,Married,Unknown,Blue,40,6,3,1,12059.0,1978,10081.0,0.877,1836,36,0.895,0.164 +794340033,Existing Customer,34,F,3,Uneducated,Married,$40K - $60K,Blue,28,5,1,3,2799.0,1762,1037.0,0.986,1817,39,0.56,0.63 +716462658,Existing Customer,47,M,4,Doctorate,Single,$80K - $120K,Blue,36,3,1,1,18037.0,0,18037.0,0.74,1387,36,0.333,0.0 +718050033,Existing Customer,54,M,2,College,Married,$120K +,Blue,43,3,2,3,5657.0,1719,3938.0,0.606,2028,55,0.667,0.304 +714023808,Existing Customer,42,F,2,Graduate,Married,Unknown,Blue,33,6,1,1,13770.0,2517,11253.0,0.788,1582,36,0.385,0.183 +716341833,Existing Customer,53,F,3,College,Married,Less than $40K,Blue,44,6,2,3,4646.0,1730,2916.0,0.683,1774,37,0.85,0.372 +719648358,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,35,3,3,1,2514.0,1521,993.0,0.638,1636,36,0.385,0.605 +816600933,Attrited Customer,56,M,0,College,Married,$80K - $120K,Blue,51,3,2,3,14501.0,0,14501.0,0.854,1031,25,0.389,0.0 +714208533,Attrited Customer,43,M,3,High School,Married,$60K - $80K,Blue,36,1,3,3,8663.0,288,8375.0,0.639,916,33,0.32,0.033 +713095533,Existing Customer,44,F,4,High School,Divorced,Less than $40K,Blue,36,5,3,3,2333.0,1485,848.0,0.692,1198,31,0.722,0.637 +809967783,Existing Customer,34,F,4,Graduate,Divorced,$40K - $60K,Blue,26,5,5,3,3038.0,1539,1499.0,0.707,2189,54,0.688,0.507 +715848408,Existing Customer,61,M,1,Graduate,Unknown,$80K - $120K,Blue,52,6,6,1,8851.0,0,8851.0,0.731,1257,36,0.44,0.0 +714414483,Existing Customer,54,F,0,Unknown,Married,Less than $40K,Blue,44,6,3,1,2945.0,2206,739.0,0.983,1503,35,0.842,0.749 +708655983,Existing Customer,49,F,3,High School,Divorced,Unknown,Blue,40,3,3,2,5267.0,0,5267.0,0.442,1353,24,0.263,0.0 +720426708,Attrited Customer,56,M,3,High School,Single,$60K - $80K,Blue,45,2,1,3,8512.0,0,8512.0,1.038,811,27,1.25,0.0 +713743158,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,36,4,3,2,19063.0,1714,17349.0,0.786,1270,21,0.615,0.09 +721279083,Existing Customer,53,M,4,Graduate,Single,$80K - $120K,Blue,33,5,3,3,5376.0,1177,4199.0,0.939,1840,53,0.606,0.219 +779149683,Existing Customer,30,F,0,Graduate,Divorced,Unknown,Blue,13,5,1,2,7772.0,1890,5882.0,0.754,2585,75,0.829,0.243 +714970458,Existing Customer,39,F,2,High School,Married,$40K - $60K,Blue,29,6,1,1,9173.0,2047,7126.0,1.419,1807,33,0.737,0.223 +719070108,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Silver,35,4,1,3,34516.0,1726,32790.0,0.867,1729,52,0.677,0.05 +715490733,Existing Customer,54,F,3,Uneducated,Single,Unknown,Blue,36,5,1,2,11975.0,1542,10433.0,0.77,1211,35,0.4,0.129 +714989583,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,36,3,2,3,15405.0,1691,13714.0,0.814,1763,44,0.189,0.11 +820355433,Existing Customer,43,M,3,Unknown,Single,$40K - $60K,Blue,38,6,1,1,2615.0,0,2615.0,0.589,1395,34,0.259,0.0 +715901508,Existing Customer,35,M,1,High School,Married,$80K - $120K,Blue,25,6,1,2,23991.0,2307,21684.0,0.912,1843,43,0.72,0.096 +710370483,Existing Customer,39,F,4,College,Married,Less than $40K,Blue,31,4,3,3,1888.0,1292,596.0,0.772,1517,33,1.357,0.684 +778573233,Existing Customer,61,F,1,Graduate,Married,Less than $40K,Blue,54,3,2,2,3102.0,2091,1011.0,0.704,1977,50,1.0,0.674 +708833133,Existing Customer,40,F,3,Graduate,Divorced,Less than $40K,Blue,29,5,2,2,3170.0,2517,653.0,1.301,2027,49,0.815,0.794 +719885883,Existing Customer,53,M,3,College,Single,$120K +,Blue,36,6,2,0,34516.0,1901,32615.0,0.914,1497,43,1.15,0.055 +712523283,Existing Customer,55,M,2,Unknown,Married,$120K +,Blue,41,4,3,2,14938.0,0,14938.0,0.49,1134,31,0.632,0.0 +711309033,Existing Customer,41,M,2,Unknown,Single,$60K - $80K,Blue,24,6,2,2,17298.0,2310,14988.0,0.844,3663,65,0.806,0.134 +708134283,Existing Customer,35,M,2,Uneducated,Married,Less than $40K,Blue,36,4,3,3,3131.0,629,2502.0,0.749,1483,31,0.632,0.201 +720147633,Existing Customer,61,M,1,Unknown,Single,$40K - $60K,Blue,47,3,2,2,11915.0,1631,10284.0,0.748,1956,63,0.537,0.137 +708983658,Attrited Customer,51,M,2,Uneducated,Single,$120K +,Blue,39,3,3,1,16868.0,0,16868.0,0.938,940,25,0.471,0.0 +766285608,Existing Customer,42,M,3,High School,Single,$40K - $60K,Blue,35,4,3,3,3266.0,1900,1366.0,1.568,2183,56,0.75,0.582 +779715108,Existing Customer,46,M,2,Unknown,Divorced,$80K - $120K,Blue,30,3,3,3,2770.0,1286,1484.0,1.068,2920,74,0.721,0.464 +798035358,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,40,3,2,2,3556.0,2172,1384.0,0.402,1221,41,0.708,0.611 +719391783,Existing Customer,46,M,4,Uneducated,Married,$40K - $60K,Blue,35,3,2,2,9149.0,1566,7583.0,0.971,1790,60,0.765,0.171 +809342208,Existing Customer,26,M,0,Graduate,Single,Unknown,Blue,19,4,1,2,1438.3,0,1438.3,0.472,2005,47,0.469,0.0 +780713058,Existing Customer,46,M,3,High School,Married,$60K - $80K,Blue,35,4,3,3,14701.0,1635,13066.0,0.618,3490,69,0.533,0.111 +779338683,Existing Customer,62,M,1,Graduate,Married,$60K - $80K,Blue,44,5,2,2,14825.0,962,13863.0,0.76,1904,49,0.531,0.065 +783387783,Existing Customer,55,M,2,Uneducated,Divorced,$60K - $80K,Blue,49,4,5,3,10127.0,1873,8254.0,0.573,1647,53,0.472,0.185 +787800108,Existing Customer,55,M,2,College,Married,$80K - $120K,Blue,45,5,1,2,2929.0,2431,498.0,1.632,1903,39,0.625,0.83 +721397808,Existing Customer,32,M,0,High School,Married,$40K - $60K,Blue,24,5,2,0,3735.0,1176,2559.0,1.184,1564,41,0.708,0.315 +778698408,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,18,5,1,2,2930.0,2024,906.0,0.903,1686,34,0.7,0.691 +709545333,Existing Customer,33,F,4,High School,Single,Unknown,Blue,29,6,2,3,12716.0,1496,11220.0,1.032,2412,64,0.6,0.118 +716032233,Existing Customer,42,M,2,College,Married,$80K - $120K,Blue,32,5,2,2,22120.0,1805,20315.0,0.65,3981,65,0.667,0.082 +717835908,Existing Customer,33,M,2,Post-Graduate,Married,$80K - $120K,Blue,22,3,3,3,1438.3,681,757.3,1.542,2730,48,0.778,0.473 +719466558,Existing Customer,60,F,0,High School,Single,Unknown,Blue,36,3,2,2,4546.0,0,4546.0,0.66,1361,34,0.308,0.0 +778663458,Attrited Customer,65,M,1,High School,Married,Less than $40K,Blue,47,3,2,1,1759.0,0,1759.0,1.058,821,18,0.5,0.0 +716024808,Attrited Customer,57,M,1,Graduate,Married,$80K - $120K,Blue,36,3,3,3,4829.0,2418,2411.0,0.601,938,21,0.4,0.501 +713008308,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,47,5,3,2,7692.0,1678,6014.0,1.423,1861,42,0.5,0.218 +794831733,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,39,4,3,2,2156.0,1208,948.0,0.569,1345,28,0.647,0.56 +713854608,Existing Customer,62,M,1,Uneducated,Married,$60K - $80K,Blue,36,6,3,3,9521.0,1669,7852.0,1.308,2444,63,0.4,0.175 +715993608,Existing Customer,51,M,2,College,Single,$120K +,Blue,41,6,3,2,26714.0,2517,24197.0,0.758,1686,50,0.724,0.094 +789368658,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,47,6,2,3,2092.0,1387,705.0,0.731,1468,30,0.304,0.663 +802817358,Existing Customer,38,F,3,High School,Married,Unknown,Blue,32,4,2,1,11594.0,2072,9522.0,0.983,2320,51,0.594,0.179 +708098133,Existing Customer,32,F,0,Graduate,Married,Less than $40K,Blue,19,6,1,0,2834.0,1418,1416.0,1.458,1598,39,0.773,0.5 +801499908,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,37,4,3,2,4724.0,2056,2668.0,0.423,1232,31,0.55,0.435 +824770683,Existing Customer,51,F,0,Unknown,Divorced,Less than $40K,Blue,47,6,4,3,3049.0,1151,1898.0,0.533,4027,76,0.52,0.378 +718310733,Existing Customer,50,M,2,Unknown,Divorced,$80K - $120K,Blue,36,4,3,1,20614.0,0,20614.0,0.926,1922,48,0.6,0.0 +708162558,Existing Customer,64,F,0,Uneducated,Married,Unknown,Blue,54,6,1,2,3250.0,1992,1258.0,0.715,1355,36,0.565,0.613 +721129383,Existing Customer,53,F,1,Doctorate,Married,Less than $40K,Blue,36,3,1,2,3128.0,2517,611.0,0.696,2361,42,0.826,0.805 +721249158,Attrited Customer,42,M,2,Uneducated,Single,$60K - $80K,Blue,30,2,2,3,6414.0,0,6414.0,0.718,708,14,0.4,0.0 +721049658,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,34,6,3,0,2506.0,0,2506.0,0.598,1687,62,0.59,0.0 +806392908,Existing Customer,52,F,4,High School,Single,Unknown,Blue,47,6,2,3,7469.0,2338,5131.0,0.441,1212,33,0.32,0.313 +714886533,Existing Customer,60,F,2,High School,Married,Less than $40K,Blue,36,4,3,2,3460.0,2517,943.0,1.144,1752,34,1.125,0.727 +772375533,Existing Customer,30,M,1,Graduate,Married,$80K - $120K,Blue,19,5,3,2,9959.0,2377,7582.0,1.1,1560,39,0.696,0.239 +826775058,Existing Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,39,4,1,2,4175.0,2517,1658.0,0.551,1520,36,0.44,0.603 +711878733,Existing Customer,60,M,1,Uneducated,Married,$60K - $80K,Blue,48,3,1,3,10264.0,2073,8191.0,0.62,1685,45,0.364,0.202 +714550383,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,36,4,3,3,4129.0,0,4129.0,0.96,1678,40,1.0,0.0 +712636308,Existing Customer,65,F,2,High School,Married,$40K - $60K,Blue,45,6,2,2,2658.0,1514,1144.0,1.193,1627,26,1.0,0.57 +772139433,Existing Customer,44,F,2,College,Single,$40K - $60K,Blue,33,4,2,3,4589.0,1240,3349.0,0.856,1637,61,0.906,0.27 +709058808,Existing Customer,56,F,2,College,Married,Less than $40K,Blue,36,6,1,2,2781.0,1035,1746.0,0.816,1707,42,1.211,0.372 +813240408,Existing Customer,45,F,4,High School,Married,Unknown,Blue,39,4,3,2,24880.0,836,24044.0,0.701,1208,25,1.083,0.034 +767753958,Existing Customer,37,M,3,Graduate,Unknown,$40K - $60K,Blue,31,6,1,2,8504.0,1956,6548.0,0.963,1881,51,0.417,0.23 +710111733,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,39,5,1,3,8091.0,1996,6095.0,0.646,1360,28,0.647,0.247 +761544333,Existing Customer,37,F,4,College,Married,$40K - $60K,Blue,30,4,4,3,3417.0,2517,900.0,0.992,1641,32,0.882,0.737 +788814783,Existing Customer,39,M,1,Uneducated,Single,$60K - $80K,Blue,22,4,3,3,9204.0,845,8359.0,0.673,1820,58,0.611,0.092 +715034358,Existing Customer,41,M,2,Graduate,Married,$120K +,Blue,32,5,2,3,14302.0,2097,12205.0,0.407,1505,35,0.591,0.147 +709624533,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,45,5,2,0,3187.0,2517,670.0,1.144,1627,38,0.652,0.79 +709942383,Existing Customer,34,M,1,Graduate,Married,$80K - $120K,Blue,36,5,3,2,6313.0,782,5531.0,0.931,1703,34,0.889,0.124 +803957508,Existing Customer,52,M,2,Unknown,Single,$80K - $120K,Blue,47,6,1,3,15904.0,1024,14880.0,0.369,1433,33,0.5,0.064 +713378133,Existing Customer,54,F,0,Post-Graduate,Single,Less than $40K,Silver,39,6,2,3,11696.0,2288,9408.0,0.973,2445,60,0.765,0.196 +709217358,Existing Customer,40,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,5,3,2,20371.0,1832,18539.0,0.907,1665,45,0.8,0.09 +720998358,Existing Customer,52,M,0,High School,Married,$120K +,Silver,41,3,3,1,34516.0,1043,33473.0,0.562,1489,38,0.357,0.03 +721051908,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,33,3,1,3,7552.0,0,7552.0,0.463,1393,32,0.455,0.0 +715232058,Existing Customer,61,M,0,Post-Graduate,Married,$40K - $60K,Blue,53,5,1,2,5561.0,1434,4127.0,1.423,1820,42,0.826,0.258 +806250783,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,52,6,3,2,1441.0,0,1441.0,1.364,2742,58,0.758,0.0 +817245183,Existing Customer,51,M,2,Unknown,Unknown,$120K +,Blue,33,6,2,2,19715.0,1014,18701.0,1.437,1979,40,0.667,0.051 +713670333,Existing Customer,60,M,1,Unknown,Single,Less than $40K,Blue,52,5,3,2,2486.0,1464,1022.0,0.731,1378,27,0.421,0.589 +826477083,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,44,5,1,3,4570.0,2439,2131.0,0.693,1520,34,0.7,0.534 +788728608,Existing Customer,34,M,0,High School,Married,$40K - $60K,Blue,13,3,3,2,3870.0,1394,2476.0,0.827,1588,36,0.714,0.36 +717190533,Existing Customer,49,M,4,High School,Married,$60K - $80K,Blue,36,6,3,2,12938.0,661,12277.0,0.725,1282,32,0.778,0.051 +716580033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,36,3,1,3,21178.0,1796,19382.0,1.182,1872,59,1.107,0.085 +711644508,Existing Customer,34,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,2,0,12182.0,1136,11046.0,0.753,2295,63,0.5,0.093 +714334383,Existing Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,42,6,2,0,3583.0,0,3583.0,1.088,1065,28,1.545,0.0 +720611058,Existing Customer,40,M,3,Graduate,Single,$120K +,Blue,27,4,2,3,17018.0,0,17018.0,0.69,1550,47,0.621,0.0 +712420833,Existing Customer,49,F,5,College,Single,Unknown,Blue,41,6,3,2,16031.0,2245,13786.0,0.635,1527,57,0.462,0.14 +713845083,Attrited Customer,41,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,4203.0,2517,1686.0,0.771,1489,43,0.536,0.599 +713756508,Existing Customer,46,M,3,Graduate,Divorced,Less than $40K,Blue,36,5,1,3,4213.0,997,3216.0,0.668,1264,30,0.667,0.237 +735565158,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,33,6,2,2,21548.0,1180,20368.0,0.52,1582,38,0.652,0.055 +714131058,Existing Customer,30,M,0,Graduate,Unknown,$60K - $80K,Blue,36,3,5,3,18513.0,2517,15996.0,0.524,1567,33,0.941,0.136 +717180633,Existing Customer,59,M,1,Post-Graduate,Married,$40K - $60K,Blue,36,4,2,2,2483.0,1372,1111.0,1.642,1704,35,0.458,0.553 +717295683,Existing Customer,50,M,0,Doctorate,Single,$80K - $120K,Blue,38,5,2,2,3460.0,1881,1579.0,0.622,1546,35,1.059,0.544 +713128833,Existing Customer,49,M,2,Unknown,Unknown,$60K - $80K,Blue,36,5,3,2,6511.0,1790,4721.0,0.397,1478,38,0.267,0.275 +813499458,Attrited Customer,45,M,5,High School,Unknown,$60K - $80K,Blue,40,3,3,1,1438.3,0,1438.3,1.23,2132,31,0.107,0.0 +710070183,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,36,3,2,2,2615.0,1772,843.0,0.611,1419,38,0.357,0.678 +789605658,Existing Customer,42,F,1,Doctorate,Married,$40K - $60K,Blue,35,4,3,2,2985.0,2355,630.0,0.602,1065,27,0.588,0.789 +710045058,Existing Customer,46,M,5,High School,Married,$40K - $60K,Silver,28,5,1,3,18797.0,2158,16639.0,0.446,1364,40,0.538,0.115 +710164683,Existing Customer,33,M,1,Graduate,Married,$60K - $80K,Blue,22,3,1,3,2859.0,2517,342.0,1.254,2247,36,0.636,0.88 +710802258,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,38,4,3,0,2888.0,2245,643.0,0.772,1111,26,0.368,0.777 +721036233,Existing Customer,61,M,0,High School,Married,$60K - $80K,Blue,36,4,3,3,9172.0,1567,7605.0,1.451,1836,42,0.75,0.171 +710036508,Existing Customer,42,M,5,Uneducated,Married,$40K - $60K,Blue,34,5,3,2,14281.0,1519,12762.0,0.256,1164,35,0.522,0.106 +717776808,Existing Customer,47,F,4,Graduate,Single,Less than $40K,Blue,39,3,2,3,7353.0,1450,5903.0,0.739,2005,54,0.459,0.197 +714906033,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,2,5145.0,0,5145.0,0.693,1588,35,0.944,0.0 +714273708,Existing Customer,53,F,4,Graduate,Married,$40K - $60K,Blue,36,3,2,3,4753.0,2472,2281.0,1.274,2242,49,0.815,0.52 +721117533,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,26,3,3,3,2171.0,1418,753.0,0.505,1415,45,0.406,0.653 +715374558,Existing Customer,26,M,0,College,Divorced,Less than $40K,Blue,36,5,2,3,4150.0,456,3694.0,1.126,2483,74,0.542,0.11 +824807658,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,41,6,3,3,9106.0,2477,6629.0,0.515,1239,33,0.737,0.272 +714940608,Existing Customer,36,M,2,High School,Divorced,$40K - $60K,Blue,36,3,3,2,2686.0,1733,953.0,0.706,2057,53,0.71,0.645 +824782008,Existing Customer,42,M,3,High School,Unknown,$60K - $80K,Blue,38,5,1,2,10239.0,510,9729.0,0.344,1228,26,0.529,0.05 +717561108,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,36,4,3,2,34516.0,549,33967.0,0.78,1629,32,0.778,0.016 +717127083,Existing Customer,37,M,3,Graduate,Married,$120K +,Blue,25,3,3,0,15017.0,1733,13284.0,0.635,2076,58,0.487,0.115 +772460508,Existing Customer,53,M,1,Uneducated,Married,$40K - $60K,Blue,43,3,1,2,4426.0,1530,2896.0,0.518,1231,34,0.214,0.346 +720484908,Existing Customer,65,F,1,Post-Graduate,Married,$40K - $60K,Blue,52,5,3,3,2155.0,0,2155.0,1.423,1655,27,1.25,0.0 +771237933,Existing Customer,47,M,1,Uneducated,Unknown,$80K - $120K,Blue,34,4,1,3,20620.0,1085,19535.0,1.276,1477,23,0.533,0.053 +794664183,Existing Customer,38,M,0,Uneducated,Married,$60K - $80K,Blue,19,3,1,3,3238.0,2146,1092.0,0.673,1501,45,0.667,0.663 +797488158,Existing Customer,52,M,2,High School,Married,$60K - $80K,Blue,46,5,3,0,14316.0,1081,13235.0,0.67,1313,36,0.636,0.076 +708543258,Existing Customer,36,M,3,High School,Married,$80K - $120K,Blue,36,5,3,2,2607.0,1880,727.0,1.464,2045,39,0.95,0.721 +778706508,Existing Customer,43,M,4,College,Married,$60K - $80K,Blue,24,3,5,4,6231.0,0,6231.0,1.054,1448,30,0.875,0.0 +712240083,Attrited Customer,38,F,3,Unknown,Single,Less than $40K,Blue,30,6,2,2,3730.0,2517,1213.0,0.853,858,22,0.467,0.675 +713650683,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,56,4,1,4,3094.0,2266,828.0,0.724,1591,37,0.321,0.732 +772532208,Attrited Customer,51,F,2,Doctorate,Married,Less than $40K,Blue,41,2,2,3,6630.0,916,5714.0,0.927,842,24,0.5,0.138 +778929783,Attrited Customer,40,M,3,Graduate,Divorced,$80K - $120K,Blue,22,2,2,3,1925.0,0,1925.0,0.672,781,28,0.75,0.0 +714244383,Existing Customer,39,M,3,College,Unknown,$80K - $120K,Blue,36,4,2,3,33406.0,1692,31714.0,1.242,1529,30,0.875,0.051 +718797558,Existing Customer,39,F,1,Graduate,Married,Unknown,Blue,30,3,2,3,2917.0,1357,1560.0,1.593,2422,46,0.438,0.465 +712821333,Existing Customer,60,M,0,Uneducated,Married,$60K - $80K,Blue,47,3,3,3,9452.0,2517,6935.0,0.73,1825,50,0.613,0.266 +721120008,Existing Customer,43,F,2,Uneducated,Single,$40K - $60K,Blue,29,6,3,2,2162.0,1377,785.0,0.6,1555,29,0.706,0.637 +709633533,Existing Customer,31,M,2,Uneducated,Married,Less than $40K,Blue,18,3,2,4,1438.3,0,1438.3,1.561,2789,50,1.083,0.0 +710789058,Existing Customer,55,M,1,Graduate,Single,$120K +,Blue,42,4,2,3,34516.0,1478,33038.0,0.967,1308,41,0.414,0.043 +716174433,Existing Customer,65,F,1,College,Married,Less than $40K,Blue,54,3,3,3,2888.0,1134,1754.0,1.479,2489,54,0.742,0.393 +789886533,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,44,3,3,3,3947.0,1746,2201.0,0.478,1110,21,0.4,0.442 +715210308,Existing Customer,40,F,1,High School,Married,Unknown,Blue,31,3,3,4,15970.0,1212,14758.0,0.542,1260,32,0.524,0.076 +721038408,Existing Customer,38,F,2,High School,Married,Less than $40K,Blue,27,4,1,2,1830.0,0,1830.0,0.736,1741,43,0.654,0.0 +713325108,Existing Customer,36,M,2,Post-Graduate,Married,$60K - $80K,Blue,29,5,3,3,7712.0,2517,5195.0,0.676,1845,40,0.739,0.326 +720352533,Existing Customer,43,M,3,High School,Unknown,$60K - $80K,Blue,36,5,3,3,20811.0,1425,19386.0,0.382,1483,38,0.52,0.068 +708431433,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,31,3,3,2,11789.0,1420,10369.0,0.659,1463,32,0.684,0.12 +716996583,Existing Customer,50,M,3,High School,Divorced,$120K +,Blue,37,3,1,2,3073.0,1792,1281.0,1.099,1734,35,1.188,0.583 +718699683,Existing Customer,48,M,3,College,Married,$80K - $120K,Silver,36,6,2,2,34516.0,0,34516.0,0.691,1733,54,0.636,0.0 +771359958,Existing Customer,39,M,4,Unknown,Single,$120K +,Silver,26,6,2,2,34516.0,2517,31999.0,0.887,1689,42,1.1,0.073 +716604633,Existing Customer,55,F,2,Post-Graduate,Married,$40K - $60K,Blue,46,6,2,2,6725.0,2025,4700.0,0.604,1865,53,0.767,0.301 +813952233,Existing Customer,44,M,3,Graduate,Unknown,Less than $40K,Blue,39,5,2,4,2978.0,2134,844.0,0.579,1413,46,0.394,0.717 +713053383,Attrited Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,1,3,34516.0,781,33735.0,0.803,853,12,0.091,0.023 +709979583,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,46,3,1,3,34516.0,854,33662.0,0.928,1999,54,0.8,0.025 +709380333,Existing Customer,57,M,1,Uneducated,Married,$120K +,Blue,36,6,2,3,24545.0,1735,22810.0,0.664,1671,45,0.5,0.071 +778574283,Existing Customer,53,F,1,Uneducated,Married,$40K - $60K,Blue,46,5,2,3,1438.3,0,1438.3,0.743,2118,64,0.455,0.0 +789875883,Existing Customer,41,F,4,Uneducated,Single,Less than $40K,Blue,31,5,1,2,2490.0,627,1863.0,0.345,1391,45,0.364,0.252 +714661233,Existing Customer,39,M,1,Graduate,Single,$120K +,Blue,24,6,2,4,10074.0,2517,7557.0,0.77,1729,52,0.926,0.25 +813915933,Existing Customer,45,M,2,Graduate,Divorced,$40K - $60K,Blue,40,3,3,2,2259.0,954,1305.0,0.695,1393,35,0.842,0.422 +708358683,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Silver,35,6,3,2,34516.0,1236,33280.0,0.549,1665,40,0.667,0.036 +824761458,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,50,4,2,3,9519.0,1936,7583.0,0.929,2489,62,1.0,0.203 +715362183,Existing Customer,40,F,4,Graduate,Married,Unknown,Blue,36,3,1,2,3706.0,1043,2663.0,0.384,1688,38,0.583,0.281 +721194858,Existing Customer,48,M,4,Graduate,Unknown,$80K - $120K,Blue,40,6,2,2,4438.0,2472,1966.0,0.69,1725,60,0.622,0.557 +803595858,Attrited Customer,56,F,3,High School,Married,$40K - $60K,Blue,51,5,2,1,1438.3,0,1438.3,0.597,594,14,0.556,0.0 +716198358,Existing Customer,33,F,4,Post-Graduate,Married,$40K - $60K,Blue,36,4,2,3,2372.0,1887,485.0,0.8,1852,55,0.618,0.796 +714173808,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,34,5,1,2,4214.0,1249,2965.0,0.542,1389,34,0.478,0.296 +709465758,Existing Customer,62,F,1,Post-Graduate,Married,Less than $40K,Blue,53,3,1,3,1438.3,0,1438.3,0.699,902,31,0.409,0.0 +714081558,Existing Customer,33,F,0,Graduate,Married,Unknown,Blue,36,4,2,4,2613.0,1599,1014.0,0.749,1387,31,0.722,0.612 +717364458,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,26,6,1,4,4331.0,1445,2886.0,1.07,2053,33,1.75,0.334 +778755858,Existing Customer,46,M,3,Graduate,Unknown,$80K - $120K,Blue,27,5,1,3,3665.0,1725,1940.0,0.495,1881,55,0.618,0.471 +710754933,Attrited Customer,61,F,0,Graduate,Married,Less than $40K,Blue,49,6,2,3,1438.3,0,1438.3,0.94,840,20,0.818,0.0 +720007383,Attrited Customer,41,F,2,Unknown,Single,Unknown,Blue,28,2,1,3,4411.0,2517,1894.0,0.988,803,15,0.875,0.571 +810220833,Existing Customer,42,M,4,Graduate,Unknown,$40K - $60K,Silver,37,3,6,2,15871.0,2086,13785.0,0.745,1562,43,0.955,0.131 +718362783,Attrited Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,27,3,2,3,12643.0,0,12643.0,0.393,787,21,0.167,0.0 +708267858,Existing Customer,65,F,0,High School,Married,$40K - $60K,Blue,36,5,2,3,6088.0,2145,3943.0,1.371,2098,52,0.733,0.352 +708856983,Attrited Customer,36,M,3,Post-Graduate,Married,$120K +,Blue,27,2,1,2,13873.0,0,13873.0,0.233,694,18,0.286,0.0 +715588908,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,32,3,2,3,6158.0,0,6158.0,1.411,3132,66,0.784,0.0 +772674933,Existing Customer,51,M,1,Uneducated,Married,$80K - $120K,Blue,41,5,3,3,5638.0,808,4830.0,0.781,2036,50,0.613,0.143 +720148983,Existing Customer,54,F,1,Uneducated,Married,Less than $40K,Blue,40,5,2,4,2178.0,1144,1034.0,1.585,1724,47,1.043,0.525 +720650208,Existing Customer,40,F,3,College,Unknown,$40K - $60K,Blue,22,3,3,3,12588.0,2005,10583.0,0.996,1561,26,1.0,0.159 +769732233,Existing Customer,40,M,5,Graduate,Married,$80K - $120K,Blue,34,6,2,4,11942.0,1651,10291.0,0.598,1085,29,0.208,0.138 +713030958,Existing Customer,57,F,2,College,Married,Less than $40K,Blue,44,6,3,2,3914.0,0,3914.0,0.524,1964,54,0.8,0.0 +711320508,Existing Customer,57,M,4,Graduate,Married,$80K - $120K,Blue,49,4,2,4,3038.0,1410,1628.0,0.644,1762,34,0.7,0.464 +795795408,Existing Customer,53,M,2,Uneducated,Married,$40K - $60K,Blue,47,3,1,3,5579.0,1423,4156.0,0.503,1514,47,1.136,0.255 +717904383,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,31,5,1,2,18693.0,2052,16641.0,0.5,1516,44,0.63,0.11 +714115533,Existing Customer,28,M,0,Graduate,Married,Less than $40K,Blue,18,5,1,3,2943.0,1789,1154.0,1.271,2591,55,0.897,0.608 +712475733,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,28,4,2,3,2435.0,1888,547.0,0.922,1847,39,0.696,0.775 +718996758,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,30,5,2,2,2077.0,1392,685.0,1.553,1629,36,1.25,0.67 +713049933,Existing Customer,65,F,1,High School,Married,Unknown,Blue,36,5,2,2,5756.0,0,5756.0,1.046,2144,44,0.63,0.0 +709961958,Attrited Customer,58,F,4,High School,Divorced,Unknown,Blue,45,4,1,1,21065.0,2517,18548.0,0.84,1060,32,0.333,0.119 +718301508,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,30,6,3,2,9428.0,1765,7663.0,0.587,1457,43,0.593,0.187 +714831033,Existing Customer,54,M,5,Graduate,Married,$80K - $120K,Blue,47,4,1,3,6065.0,1728,4337.0,0.417,1114,27,0.688,0.285 +710653158,Existing Customer,39,F,4,Graduate,Married,Unknown,Blue,21,6,1,4,5024.0,1613,3411.0,0.758,1925,40,0.667,0.321 +721265883,Existing Customer,26,M,1,Graduate,Single,Less than $40K,Blue,13,3,3,2,2174.0,1514,660.0,0.607,2510,44,0.294,0.696 +715049583,Existing Customer,60,M,1,Unknown,Married,$60K - $80K,Blue,54,5,3,3,3398.0,2341,1057.0,0.714,1169,31,0.409,0.689 +715394883,Existing Customer,35,F,2,High School,Married,Unknown,Blue,36,3,2,4,4319.0,1151,3168.0,0.594,1852,47,0.424,0.266 +773448558,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,40,6,3,3,3673.0,2292,1381.0,0.637,1257,34,0.545,0.624 +717249783,Existing Customer,47,M,4,Unknown,Unknown,$60K - $80K,Blue,39,5,2,2,1815.0,740,1075.0,1.124,1931,67,0.718,0.408 +708344358,Existing Customer,53,F,3,High School,Married,Unknown,Blue,45,5,1,3,2495.0,1354,1141.0,0.623,1311,31,0.476,0.543 +712003083,Existing Customer,55,M,1,Graduate,Married,$80K - $120K,Blue,36,3,2,4,34516.0,2102,32414.0,0.912,1612,33,0.737,0.061 +754282908,Existing Customer,50,F,1,Post-Graduate,Married,Less than $40K,Blue,43,3,1,3,3368.0,844,2524.0,0.838,2022,59,0.686,0.251 +717412608,Attrited Customer,38,F,2,High School,Married,$40K - $60K,Blue,28,3,2,2,7225.0,0,7225.0,0.419,738,16,0.231,0.0 +719412258,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,30,5,3,4,5202.0,815,4387.0,1.108,1558,48,0.778,0.157 +788675658,Existing Customer,39,F,2,Unknown,Single,Less than $40K,Blue,29,6,2,4,1923.0,845,1078.0,0.587,1670,37,0.682,0.439 +717683583,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,36,4,2,3,6929.0,1691,5238.0,0.534,1388,27,0.929,0.244 +820584408,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,44,3,3,2,4364.0,1507,2857.0,1.05,1392,38,1.375,0.345 +719392833,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,38,3,3,2,2400.0,1613,787.0,0.629,1311,34,0.417,0.672 +718595583,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,36,3,2,3,25878.0,1733,24145.0,0.438,1777,54,0.862,0.067 +778508883,Existing Customer,44,M,5,Graduate,Married,$120K +,Blue,24,4,1,4,11876.0,1926,9950.0,0.51,1367,33,0.737,0.162 +715511658,Existing Customer,49,F,5,Post-Graduate,Unknown,$40K - $60K,Blue,39,3,1,4,4568.0,0,4568.0,0.979,1431,27,0.688,0.0 +711999783,Existing Customer,41,M,3,Uneducated,Married,$80K - $120K,Blue,31,4,2,2,4740.0,1348,3392.0,0.472,1406,23,0.533,0.284 +753856008,Existing Customer,49,F,2,Unknown,Unknown,$40K - $60K,Blue,42,6,1,4,4949.0,1495,3454.0,0.791,3597,64,0.684,0.302 +789920883,Existing Customer,45,F,3,Graduate,Single,Unknown,Blue,36,3,3,4,11189.0,2517,8672.0,2.041,2959,58,1.231,0.225 +788677533,Existing Customer,44,M,4,Unknown,Married,$120K +,Blue,31,4,3,4,34516.0,1197,33319.0,0.669,1594,43,1.15,0.035 +716284308,Existing Customer,65,M,2,Graduate,Married,Unknown,Blue,55,3,2,2,6099.0,2175,3924.0,0.582,1319,34,0.545,0.357 +712120608,Attrited Customer,35,M,3,College,Married,$80K - $120K,Blue,27,3,2,3,3575.0,1884,1691.0,0.384,861,15,1.5,0.527 +715482483,Existing Customer,26,M,0,High School,Single,Unknown,Blue,36,5,2,3,3184.0,1421,1763.0,0.712,2253,59,0.439,0.446 +720848733,Existing Customer,38,M,1,High School,Married,$80K - $120K,Blue,24,4,3,2,13363.0,1230,12133.0,0.688,1815,33,0.435,0.092 +708480333,Existing Customer,65,M,0,Unknown,Single,$40K - $60K,Blue,36,5,2,3,2163.0,932,1231.0,1.127,2229,57,0.839,0.431 +826723308,Existing Customer,58,M,3,College,Married,$120K +,Blue,54,5,1,4,3452.0,2088,1364.0,0.768,1008,21,0.4,0.605 +801369258,Existing Customer,47,F,5,Post-Graduate,Married,$40K - $60K,Blue,41,6,2,2,4466.0,777,3689.0,1.02,1757,59,0.595,0.174 +709584483,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,25,4,1,4,3030.0,2517,513.0,0.785,1805,44,0.467,0.831 +715708308,Existing Customer,54,F,3,Doctorate,Married,$40K - $60K,Blue,39,3,1,3,2112.0,1594,518.0,1.204,1338,29,2.222,0.755 +779707308,Existing Customer,35,F,1,Graduate,Married,Less than $40K,Blue,18,5,1,2,7583.0,1619,5964.0,1.468,2229,53,1.208,0.214 +711688158,Existing Customer,47,M,5,Graduate,Single,$120K +,Blue,27,5,3,4,11760.0,2306,9454.0,0.616,1498,49,0.96,0.196 +711848658,Existing Customer,35,M,3,College,Married,$60K - $80K,Blue,17,3,3,2,2259.0,1776,483.0,1.292,1790,31,0.824,0.786 +715855083,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,6,2,4,19762.0,507,19255.0,0.85,2793,67,0.595,0.026 +778971408,Existing Customer,36,M,4,Doctorate,Married,$60K - $80K,Blue,17,5,2,4,2803.0,1848,955.0,0.614,1968,64,0.524,0.659 +711648708,Existing Customer,44,M,3,Graduate,Married,$80K - $120K,Blue,36,3,3,2,25666.0,756,24910.0,0.69,4088,84,0.867,0.029 +713149683,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,24,5,1,4,9297.0,1668,7629.0,0.521,1264,31,0.632,0.179 +771903033,Existing Customer,36,F,1,Graduate,Married,Less than $40K,Blue,25,5,1,2,2999.0,1247,1752.0,0.962,2017,40,0.6,0.416 +737925558,Existing Customer,64,M,0,Doctorate,Married,$40K - $60K,Blue,56,3,2,2,4234.0,1893,2341.0,0.585,1439,42,0.355,0.447 +803347908,Existing Customer,34,F,1,Graduate,Single,Less than $40K,Gold,28,4,3,2,15987.0,0,15987.0,1.494,2327,65,0.806,0.0 +817285758,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,33,5,5,3,16435.0,0,16435.0,0.676,1721,56,0.514,0.0 +711480108,Existing Customer,37,M,4,High School,Married,$60K - $80K,Blue,24,3,1,4,5335.0,2145,3190.0,0.879,1888,43,0.433,0.402 +709662708,Existing Customer,65,M,1,High School,Married,$40K - $60K,Blue,53,3,3,3,3506.0,1604,1902.0,0.574,1953,61,0.649,0.458 +709224858,Existing Customer,53,M,2,Post-Graduate,Married,$80K - $120K,Blue,36,5,1,2,3610.0,1629,1981.0,0.821,1652,40,0.481,0.451 +821771508,Existing Customer,32,M,0,High School,Married,$40K - $60K,Blue,28,5,1,2,3172.0,2055,1117.0,0.663,1939,36,0.636,0.648 +712216533,Existing Customer,44,M,5,Unknown,Single,$80K - $120K,Blue,34,6,2,3,8206.0,763,7443.0,0.87,1715,43,0.72,0.093 +710522433,Existing Customer,65,M,0,Graduate,Married,Less than $40K,Blue,46,3,2,2,2416.0,1499,917.0,0.905,2372,53,0.514,0.62 +779046408,Existing Customer,60,M,0,Graduate,Married,$40K - $60K,Blue,41,3,2,4,2458.0,1880,578.0,0.759,1238,30,0.579,0.765 +708595158,Existing Customer,27,F,0,Graduate,Single,Less than $40K,Blue,36,6,1,2,1677.0,1598,79.0,0.994,2389,43,0.536,0.953 +757266933,Existing Customer,52,M,2,Post-Graduate,Married,$60K - $80K,Blue,45,4,1,4,11819.0,929,10890.0,0.773,2431,46,0.484,0.079 +816776283,Existing Customer,42,M,4,High School,Unknown,$80K - $120K,Gold,37,5,1,2,34516.0,1797,32719.0,1.314,1534,30,0.875,0.052 +719904333,Existing Customer,29,M,0,Graduate,Married,$40K - $60K,Blue,36,3,3,4,1459.0,590,869.0,1.164,2229,52,1.08,0.404 +718264233,Existing Customer,29,M,0,High School,Married,$40K - $60K,Blue,13,4,1,4,1458.0,671,787.0,1.583,2449,56,0.931,0.46 +784798683,Existing Customer,38,M,2,High School,Married,$40K - $60K,Blue,32,3,2,2,1438.3,0,1438.3,0.846,1999,39,0.56,0.0 +710899833,Attrited Customer,36,M,2,Graduate,Married,$40K - $60K,Blue,18,3,1,3,7758.0,1408,6350.0,0.365,569,23,0.643,0.181 +780025908,Existing Customer,40,F,2,Post-Graduate,Married,Less than $40K,Silver,30,4,2,2,10836.0,1932,8904.0,0.563,1293,31,0.824,0.178 +713610033,Existing Customer,47,M,3,Post-Graduate,Single,$60K - $80K,Blue,36,5,3,3,5062.0,1996,3066.0,0.591,1314,40,0.429,0.394 +709364433,Existing Customer,36,F,3,High School,Married,Unknown,Blue,30,6,2,2,3399.0,2173,1226.0,0.795,1571,34,1.0,0.639 +713086908,Existing Customer,26,M,0,High School,Single,$40K - $60K,Blue,36,5,2,2,2212.0,1670,542.0,0.777,2520,51,0.545,0.755 +709793133,Existing Customer,43,F,2,Unknown,Single,$40K - $60K,Blue,36,6,1,4,3186.0,2470,716.0,0.58,1531,37,0.233,0.775 +710032608,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,32,3,1,3,5927.0,2320,3607.0,0.544,1558,46,0.643,0.391 +779351208,Existing Customer,49,M,2,Unknown,Single,$60K - $80K,Blue,34,4,1,4,5176.0,0,5176.0,0.838,1902,56,0.931,0.0 +719776608,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,37,3,1,3,3126.0,0,3126.0,0.824,1388,41,0.464,0.0 +709220583,Existing Customer,34,M,3,Graduate,Divorced,$80K - $120K,Blue,21,6,4,2,4670.0,0,4670.0,0.883,2256,56,0.6,0.0 +719555733,Existing Customer,53,F,2,Uneducated,Married,Unknown,Blue,36,4,3,3,2162.0,1592,570.0,0.547,1736,42,0.615,0.736 +740852733,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,42,4,1,2,10155.0,1805,8350.0,0.673,1685,49,0.815,0.178 +709528308,Existing Customer,53,M,4,High School,Married,$80K - $120K,Blue,46,4,2,3,15242.0,1170,14072.0,0.496,1876,57,0.5,0.077 +715127208,Existing Customer,48,M,3,Doctorate,Divorced,$120K +,Blue,36,4,3,2,34516.0,2517,31999.0,0.697,1699,48,0.846,0.073 +817144458,Existing Customer,32,F,2,Graduate,Single,Less than $40K,Blue,17,5,1,2,1438.3,1228,210.3,1.132,2580,67,0.971,0.854 +710628783,Existing Customer,38,M,4,High School,Single,$80K - $120K,Gold,36,6,1,3,34516.0,1140,33376.0,0.815,1445,45,0.957,0.033 +772145658,Existing Customer,43,M,4,Uneducated,Single,$80K - $120K,Blue,32,4,1,3,16043.0,2036,14007.0,0.7,1394,28,0.75,0.127 +739594758,Attrited Customer,51,F,2,Graduate,Single,Less than $40K,Blue,44,6,3,2,3181.0,2517,664.0,0.595,818,16,0.455,0.791 +789198708,Existing Customer,58,M,3,Graduate,Married,$120K +,Blue,47,3,1,2,27088.0,0,27088.0,0.581,1135,24,0.846,0.0 +720953658,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,36,5,3,4,5688.0,914,4774.0,1.099,1824,53,1.038,0.161 +771330558,Existing Customer,51,M,4,High School,Married,$60K - $80K,Blue,38,5,2,3,10462.0,1824,8638.0,0.736,1267,31,0.55,0.174 +714078558,Attrited Customer,62,F,1,High School,Married,$40K - $60K,Blue,53,2,1,1,5249.0,0,5249.0,0.758,1315,31,0.722,0.0 +712207683,Existing Customer,38,M,0,Unknown,Divorced,Less than $40K,Blue,36,3,3,2,5155.0,684,4471.0,0.588,1555,37,0.48,0.133 +788826408,Existing Customer,33,M,1,Uneducated,Married,$120K +,Blue,16,6,1,3,10705.0,1352,9353.0,1.171,2434,58,0.812,0.126 +790128033,Existing Customer,54,M,3,High School,Single,$80K - $120K,Blue,47,3,1,2,16494.0,1348,15146.0,0.759,1302,36,0.385,0.082 +718082208,Existing Customer,37,F,1,Graduate,Married,$40K - $60K,Blue,30,5,3,4,6469.0,2351,4118.0,1.018,1717,50,0.667,0.363 +712037358,Existing Customer,30,M,0,Unknown,Married,$60K - $80K,Blue,23,3,3,2,5146.0,1773,3373.0,0.879,1509,45,0.667,0.345 +711711483,Existing Customer,61,M,0,High School,Married,$80K - $120K,Blue,50,4,1,3,2800.0,2448,352.0,0.549,1433,40,0.481,0.874 +718861458,Existing Customer,49,M,5,Unknown,Single,$60K - $80K,Blue,36,6,1,2,5159.0,1532,3627.0,0.787,1826,37,0.609,0.297 +709426608,Existing Customer,56,M,1,Doctorate,Married,$60K - $80K,Blue,46,5,2,4,5248.0,1816,3432.0,0.696,2305,45,0.731,0.346 +811457058,Existing Customer,51,F,3,Post-Graduate,Married,Less than $40K,Blue,46,5,3,2,5881.0,2005,3876.0,0.659,1931,56,0.806,0.341 +773073558,Existing Customer,44,F,3,Graduate,Divorced,Less than $40K,Blue,36,6,3,3,1467.0,896,571.0,0.692,1731,54,0.5,0.611 +715937133,Existing Customer,64,F,1,Uneducated,Married,$40K - $60K,Blue,52,6,2,2,4999.0,2299,2700.0,0.716,1601,48,0.5,0.46 +713480583,Existing Customer,46,F,3,High School,Married,Unknown,Blue,36,5,2,2,4668.0,0,4668.0,0.89,1612,47,1.474,0.0 +716383683,Existing Customer,39,F,2,Post-Graduate,Unknown,Less than $40K,Blue,36,4,3,4,1438.3,0,1438.3,0.7,1338,28,0.867,0.0 +713693958,Existing Customer,38,F,1,Uneducated,Single,Less than $40K,Blue,27,6,3,4,8638.0,0,8638.0,0.489,1295,29,0.381,0.0 +715443708,Existing Customer,53,M,1,Uneducated,Married,$120K +,Blue,45,5,1,3,9343.0,1286,8057.0,0.712,1385,31,0.722,0.138 +770769483,Existing Customer,35,M,2,Post-Graduate,Married,$40K - $60K,Blue,21,3,1,3,2256.0,775,1481.0,0.879,1749,33,0.435,0.344 +789326808,Existing Customer,26,M,0,College,Single,$60K - $80K,Blue,15,5,1,2,8267.0,1720,6547.0,0.633,1917,37,0.48,0.208 +712105533,Existing Customer,32,M,2,High School,Single,$40K - $60K,Blue,20,6,3,4,2235.0,1638,597.0,0.912,2905,56,0.806,0.733 +720674133,Existing Customer,36,M,1,Uneducated,Married,$40K - $60K,Blue,16,5,3,2,3735.0,2027,1708.0,0.79,1672,48,0.655,0.543 +779216358,Attrited Customer,48,M,2,College,Married,$80K - $120K,Blue,38,2,2,3,2111.0,0,2111.0,0.531,773,17,0.133,0.0 +717322833,Existing Customer,55,M,2,Unknown,Single,$80K - $120K,Blue,36,5,2,2,10604.0,1988,8616.0,0.644,1578,30,0.579,0.187 +710279508,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,42,5,3,2,21782.0,1006,20776.0,0.654,1537,35,0.591,0.046 +712168833,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,36,6,3,3,2133.0,1469,664.0,0.831,1426,37,0.682,0.689 +780581508,Existing Customer,58,F,1,Doctorate,Single,$40K - $60K,Silver,47,5,2,4,16677.0,1590,15087.0,0.885,1410,37,0.609,0.095 +711957708,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,4,2717.0,1591,1126.0,1.596,2064,33,1.062,0.586 +778782858,Existing Customer,60,M,1,Graduate,Single,Less than $40K,Blue,48,5,3,3,3980.0,930,3050.0,0.72,4449,82,0.608,0.234 +712924383,Attrited Customer,55,M,3,Unknown,Single,$60K - $80K,Blue,36,3,2,2,8411.0,979,7432.0,1.029,990,22,0.375,0.116 +709366458,Existing Customer,43,F,3,College,Married,Less than $40K,Blue,36,3,2,4,2227.0,1394,833.0,1.481,1972,41,0.864,0.626 +796990908,Existing Customer,35,M,3,Post-Graduate,Single,$80K - $120K,Silver,29,5,3,2,34516.0,1872,32644.0,1.068,2227,61,1.103,0.054 +715702758,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,36,4,3,3,1860.0,0,1860.0,0.992,1731,29,0.611,0.0 +788974608,Existing Customer,48,M,3,Graduate,Unknown,$60K - $80K,Blue,35,5,1,3,2829.0,2342,487.0,0.991,1561,41,1.05,0.828 +714790008,Existing Customer,38,F,1,Unknown,Single,Less than $40K,Blue,36,3,2,3,3764.0,0,3764.0,0.583,1572,57,0.357,0.0 +787438983,Existing Customer,43,M,3,College,Single,$40K - $60K,Blue,23,6,2,2,4559.0,1664,2895.0,0.871,1652,37,0.609,0.365 +713834358,Existing Customer,36,F,2,Post-Graduate,Married,Less than $40K,Blue,25,5,3,4,4701.0,1492,3209.0,0.805,1679,32,0.455,0.317 +710084883,Existing Customer,34,M,2,College,Married,$80K - $120K,Blue,22,4,2,4,1631.0,0,1631.0,1.893,2962,57,1.111,0.0 +710736558,Existing Customer,39,F,2,Unknown,Married,Unknown,Blue,36,4,3,4,8096.0,1474,6622.0,0.789,1794,41,0.783,0.182 +788915283,Existing Customer,43,F,2,College,Single,Less than $40K,Blue,29,5,1,2,2304.0,1589,715.0,0.872,1273,36,0.895,0.69 +714916758,Existing Customer,48,F,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,2,5210.0,0,5210.0,0.531,1309,45,0.607,0.0 +789611283,Existing Customer,44,M,4,Graduate,Married,$40K - $60K,Blue,38,5,2,3,5452.0,2091,3361.0,0.813,1347,30,0.5,0.384 +773288958,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,31,6,3,3,7475.0,1473,6002.0,0.775,1592,30,0.429,0.197 +811721133,Existing Customer,62,M,1,High School,Married,$40K - $60K,Blue,56,5,3,3,2359.0,1242,1117.0,1.043,2021,50,0.613,0.526 +813961233,Existing Customer,30,M,0,Unknown,Single,$80K - $120K,Blue,25,5,2,2,4237.0,1676,2561.0,0.786,2465,88,0.725,0.396 +783020958,Existing Customer,39,M,3,Unknown,Married,$80K - $120K,Blue,33,6,6,4,18582.0,794,17788.0,0.717,1836,46,0.586,0.043 +715764483,Existing Customer,53,F,3,High School,Unknown,Less than $40K,Blue,37,3,2,4,7202.0,974,6228.0,0.517,1397,33,0.5,0.135 +798110358,Existing Customer,64,F,1,High School,Married,$40K - $60K,Blue,56,4,2,4,1438.3,0,1438.3,0.693,1417,35,0.591,0.0 +715745508,Existing Customer,51,F,4,Graduate,Single,Unknown,Blue,34,3,1,2,11221.0,1279,9942.0,1.116,1564,45,1.647,0.114 +714350658,Existing Customer,32,M,1,Graduate,Single,Unknown,Blue,26,6,3,4,18889.0,1880,17009.0,0.702,2979,55,0.774,0.1 +826478958,Existing Customer,52,M,1,College,Married,$80K - $120K,Blue,48,4,3,3,2066.0,1601,465.0,0.742,1578,41,0.414,0.775 +719127558,Existing Customer,43,M,2,High School,Divorced,$80K - $120K,Blue,31,6,2,4,34516.0,1075,33441.0,0.727,3015,65,0.477,0.031 +712454958,Existing Customer,40,M,5,Graduate,Single,$60K - $80K,Blue,27,6,1,2,2742.0,1416,1326.0,0.761,1539,38,1.111,0.516 +718561458,Existing Customer,54,M,1,High School,Married,$60K - $80K,Blue,36,4,1,4,20050.0,1225,18825.0,0.907,1306,26,0.238,0.061 +822984108,Existing Customer,34,F,4,High School,Single,Less than $40K,Blue,30,4,1,3,3046.0,2279,767.0,0.611,2330,69,0.643,0.748 +719469333,Existing Customer,33,F,1,High School,Single,Less than $40K,Blue,25,6,3,4,6193.0,695,5498.0,0.632,2456,69,0.725,0.112 +720871383,Existing Customer,36,M,2,Graduate,Married,$80K - $120K,Blue,28,5,3,3,5634.0,1996,3638.0,1.589,2366,49,0.69,0.354 +788827308,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,50,6,2,4,4507.0,1574,2933.0,0.744,1793,38,0.652,0.349 +710180958,Existing Customer,43,M,3,High School,Single,$40K - $60K,Blue,33,5,2,3,3040.0,2517,523.0,0.493,1598,31,0.476,0.828 +778346283,Existing Customer,53,M,0,Graduate,Married,$120K +,Blue,33,4,3,3,21006.0,1905,19101.0,0.701,1856,57,0.781,0.091 +787547208,Existing Customer,48,F,3,College,Single,Less than $40K,Blue,38,3,3,4,7326.0,1710,5616.0,1.171,1852,62,1.0,0.233 +714983283,Attrited Customer,39,F,3,High School,Single,Less than $40K,Blue,36,6,1,3,3651.0,0,3651.0,0.977,862,19,1.111,0.0 +789344358,Existing Customer,57,F,1,Unknown,Married,Less than $40K,Blue,47,4,1,3,3416.0,2468,948.0,0.598,1536,42,0.556,0.722 +710406633,Attrited Customer,51,F,3,Uneducated,Married,Unknown,Blue,36,3,3,2,3664.0,0,3664.0,0.839,1168,31,0.409,0.0 +767653233,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,42,6,1,3,6085.0,930,5155.0,1.307,3154,59,0.967,0.153 +719461008,Existing Customer,51,M,2,High School,Married,$60K - $80K,Blue,38,5,3,2,22332.0,1748,20584.0,0.841,1318,28,0.647,0.078 +789731433,Existing Customer,26,F,0,Unknown,Single,Less than $40K,Blue,13,4,2,4,2063.0,1390,673.0,0.877,2602,42,0.556,0.674 +775198608,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,32,5,3,3,4429.0,0,4429.0,1.065,1970,40,0.818,0.0 +717567333,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,26,6,3,2,3991.0,1982,2009.0,0.748,1661,35,0.944,0.497 +772794108,Existing Customer,46,F,3,Doctorate,Single,Less than $40K,Blue,36,5,1,4,2201.0,651,1550.0,0.825,3165,65,0.585,0.296 +712072908,Existing Customer,48,M,4,College,Single,$80K - $120K,Blue,36,4,3,2,2852.0,736,2116.0,0.386,1382,40,0.29,0.258 +709328733,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,37,6,3,3,9723.0,2459,7264.0,0.444,1258,24,1.0,0.253 +788107683,Existing Customer,35,M,4,High School,Married,$40K - $60K,Blue,27,6,2,3,5325.0,1318,4007.0,1.045,1814,43,0.593,0.248 +713757633,Existing Customer,65,F,0,Unknown,Married,$40K - $60K,Blue,56,3,2,4,7427.0,1303,6124.0,0.61,1596,42,0.909,0.175 +713279808,Existing Customer,53,M,2,Unknown,Married,$60K - $80K,Blue,36,6,3,3,5619.0,1310,4309.0,1.276,1816,30,1.143,0.233 +712440483,Existing Customer,54,F,2,Uneducated,Married,Less than $40K,Blue,44,3,1,3,5413.0,1836,3577.0,0.766,1164,43,0.593,0.339 +715078383,Existing Customer,64,F,0,Graduate,Married,Unknown,Blue,36,3,1,3,7646.0,1010,6636.0,0.421,1667,47,0.469,0.132 +709214358,Existing Customer,39,F,3,Graduate,Divorced,Unknown,Blue,30,3,3,2,2420.0,1422,998.0,0.731,1362,24,0.714,0.588 +778399008,Existing Customer,50,M,0,High School,Married,$80K - $120K,Blue,30,3,4,2,4252.0,0,4252.0,0.478,1598,45,0.324,0.0 +811534983,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,5,2,4,2031.0,1069,962.0,0.87,1943,47,0.621,0.526 +719728383,Existing Customer,38,F,4,Graduate,Married,Unknown,Blue,28,4,1,2,6861.0,1598,5263.0,2.103,2228,39,0.95,0.233 +718726833,Existing Customer,39,M,1,High School,Married,$80K - $120K,Blue,28,4,2,4,3327.0,0,3327.0,1.089,1665,36,0.636,0.0 +780605508,Existing Customer,53,M,1,Unknown,Married,$40K - $60K,Blue,41,5,1,3,2885.0,1433,1452.0,1.017,1170,23,0.769,0.497 +719450508,Existing Customer,53,M,2,High School,Married,$120K +,Blue,41,4,3,3,7272.0,2037,5235.0,0.795,2333,56,0.697,0.28 +711213108,Existing Customer,32,M,1,College,Divorced,$80K - $120K,Blue,36,5,3,4,34516.0,0,34516.0,0.845,2305,60,0.714,0.0 +708488208,Existing Customer,57,F,3,Uneducated,Married,Less than $40K,Blue,47,5,3,3,2515.0,1922,593.0,1.181,2231,58,0.611,0.764 +717206508,Existing Customer,65,F,0,High School,Married,Less than $40K,Blue,36,3,2,2,2798.0,1806,992.0,0.765,1543,35,0.591,0.645 +821836008,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,53,5,2,4,34516.0,2099,32417.0,0.629,1233,26,0.857,0.061 +807244983,Existing Customer,65,F,0,College,Married,Less than $40K,Blue,56,6,1,2,1438.3,680,758.3,0.512,2283,55,0.571,0.473 +821872758,Existing Customer,65,M,0,High School,Single,Less than $40K,Silver,56,4,2,4,12609.0,2517,10092.0,0.833,2121,49,0.531,0.2 +809959683,Existing Customer,55,M,2,College,Married,$80K - $120K,Blue,50,4,2,4,19159.0,2108,17051.0,0.69,1813,52,0.576,0.11 +715079208,Existing Customer,54,M,1,College,Married,$80K - $120K,Blue,42,4,1,4,9642.0,2517,7125.0,0.614,1401,35,0.458,0.261 +767049258,Existing Customer,44,M,4,High School,Single,$120K +,Blue,37,5,3,3,8396.0,1672,6724.0,0.602,1475,35,0.75,0.199 +709579383,Existing Customer,58,M,1,Uneducated,Married,$80K - $120K,Blue,50,5,3,2,6978.0,1148,5830.0,1.645,1362,26,1.0,0.165 +781923483,Existing Customer,53,F,1,College,Married,$40K - $60K,Blue,47,3,3,4,2459.0,1733,726.0,1.216,2309,62,0.632,0.705 +718654533,Existing Customer,33,F,1,High School,Single,Less than $40K,Silver,24,5,2,2,12956.0,0,12956.0,1.053,2492,56,0.931,0.0 +716169258,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,39,3,3,4,7128.0,1560,5568.0,0.573,1468,44,0.76,0.219 +713908683,Existing Customer,51,M,1,Unknown,Single,$80K - $120K,Blue,41,6,2,2,18749.0,1314,17435.0,0.711,1381,33,0.435,0.07 +708212658,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,18,6,3,2,2193.0,1260,933.0,0.886,1799,47,0.567,0.575 +756013833,Existing Customer,57,M,3,Doctorate,Married,$80K - $120K,Blue,50,3,2,3,4522.0,1861,2661.0,0.957,1806,38,0.727,0.412 +719358333,Existing Customer,36,M,4,Uneducated,Married,$40K - $60K,Blue,28,3,1,4,2157.0,574,1583.0,0.825,1663,33,0.32,0.266 +713735508,Existing Customer,35,M,3,Uneducated,Married,$80K - $120K,Blue,25,3,1,2,11927.0,675,11252.0,0.574,1986,36,0.636,0.057 +805259733,Existing Customer,55,F,2,Unknown,Married,Unknown,Blue,50,6,1,4,11341.0,0,11341.0,0.412,1731,46,0.586,0.0 +738749733,Existing Customer,57,F,4,Doctorate,Married,Unknown,Blue,47,4,3,3,7345.0,1814,5531.0,0.472,1390,30,0.25,0.247 +814833408,Existing Customer,56,M,2,Doctorate,Married,$60K - $80K,Blue,51,3,3,4,6036.0,1409,4627.0,0.56,1741,45,0.364,0.233 +719182308,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,27,6,1,3,2096.0,1567,529.0,0.778,1559,49,1.042,0.748 +818497758,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,4,1,3,1906.0,1271,635.0,0.574,1343,37,0.682,0.667 +719518308,Existing Customer,48,M,2,Unknown,Unknown,$80K - $120K,Blue,35,5,2,4,5039.0,0,5039.0,0.757,1390,23,0.769,0.0 +709991883,Attrited Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,42,2,1,2,6214.0,1147,5067.0,0.861,938,35,0.75,0.185 +770901258,Existing Customer,30,F,1,Graduate,Married,Less than $40K,Blue,17,3,1,3,1512.0,810,702.0,1.294,2558,44,0.571,0.536 +711499158,Existing Customer,47,M,2,Uneducated,Married,$80K - $120K,Silver,38,4,3,4,34516.0,733,33783.0,1.229,3018,60,0.538,0.021 +720445533,Existing Customer,60,F,1,College,Married,Less than $40K,Blue,53,4,3,3,3346.0,922,2424.0,0.913,1276,21,0.75,0.276 +809951133,Attrited Customer,54,M,3,College,Single,$120K +,Blue,49,3,2,3,34516.0,0,34516.0,1.203,2115,24,0.263,0.0 +714657108,Existing Customer,37,F,2,Uneducated,Married,Less than $40K,Blue,28,5,2,4,6660.0,1362,5298.0,1.36,2660,51,0.759,0.205 +789048858,Existing Customer,32,F,1,Post-Graduate,Married,Less than $40K,Blue,20,5,2,3,2234.0,1865,369.0,0.732,2115,59,0.439,0.835 +771816408,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,33,5,4,2,9671.0,704,8967.0,0.699,2955,66,0.941,0.073 +798158808,Existing Customer,53,F,1,College,Single,$40K - $60K,Blue,47,5,3,2,6605.0,1479,5126.0,0.739,2017,47,0.679,0.224 +787685658,Existing Customer,43,M,2,High School,Divorced,$80K - $120K,Blue,33,4,3,2,3083.0,1898,1185.0,1.042,1448,30,2.0,0.616 +720141408,Attrited Customer,49,F,2,Graduate,Single,Less than $40K,Blue,31,5,1,2,5456.0,951,4505.0,0.737,1096,27,0.588,0.174 +788699808,Existing Customer,38,F,4,Unknown,Single,Unknown,Blue,14,4,1,2,4394.0,0,4394.0,0.889,1538,43,0.536,0.0 +708216108,Existing Customer,56,F,1,College,Married,$40K - $60K,Blue,44,5,1,4,4088.0,1557,2531.0,1.248,2250,39,0.857,0.381 +715074258,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,36,5,3,3,3930.0,0,3930.0,0.758,2067,42,0.355,0.0 +771653583,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,46,3,2,4,4188.0,1147,3041.0,1.042,1276,25,1.083,0.274 +717374358,Existing Customer,33,M,1,Unknown,Married,$60K - $80K,Blue,22,3,3,0,3637.0,1998,1639.0,1.412,2161,56,0.931,0.549 +720836808,Existing Customer,35,M,3,High School,Single,$80K - $120K,Blue,28,4,2,2,11521.0,1147,10374.0,1.023,2260,68,1.125,0.1 +818701383,Existing Customer,37,M,3,High School,Married,$60K - $80K,Blue,32,6,2,2,2253.0,1667,586.0,0.884,1641,45,0.667,0.74 +717277833,Existing Customer,27,F,1,Graduate,Single,Unknown,Blue,13,6,2,4,2339.0,2080,259.0,1.067,2294,45,0.452,0.889 +778137108,Existing Customer,43,M,4,High School,Single,$80K - $120K,Blue,37,6,1,2,30503.0,2517,27986.0,0.462,1860,47,0.306,0.083 +720973833,Existing Customer,49,M,2,Graduate,Divorced,$60K - $80K,Blue,36,5,3,2,4596.0,0,4596.0,0.93,2872,62,0.722,0.0 +768490458,Attrited Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,43,1,3,3,5701.0,2517,3184.0,0.716,961,32,0.524,0.442 +751487358,Existing Customer,39,F,3,Graduate,Married,Less than $40K,Blue,32,5,6,3,3221.0,0,3221.0,0.678,1765,40,0.6,0.0 +712742808,Existing Customer,41,F,3,Uneducated,Married,Less than $40K,Blue,29,5,3,3,3022.0,1142,1880.0,0.403,1184,21,0.615,0.378 +712820208,Existing Customer,32,F,0,High School,Divorced,Less than $40K,Blue,36,5,2,4,2699.0,1609,1090.0,0.893,2141,56,0.806,0.596 +794649858,Existing Customer,58,F,1,Uneducated,Married,Less than $40K,Blue,39,3,3,3,2210.0,1624,586.0,0.627,1287,37,0.48,0.735 +755262933,Existing Customer,56,M,2,Post-Graduate,Married,$60K - $80K,Blue,49,5,3,4,1438.3,0,1438.3,0.77,1446,38,0.81,0.0 +709541433,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,36,3,3,4,2041.0,1687,354.0,0.677,1555,45,0.552,0.827 +820622433,Existing Customer,39,M,1,High School,Married,$120K +,Blue,34,4,2,2,3250.0,1698,1552.0,0.767,2006,58,0.568,0.522 +712586583,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,13,6,3,4,1643.0,1101,542.0,0.713,2152,50,0.471,0.67 +709816158,Existing Customer,31,F,1,Unknown,Single,Unknown,Silver,36,4,3,2,34516.0,0,34516.0,0.791,2183,60,1.069,0.0 +712196508,Attrited Customer,46,F,3,High School,Single,Unknown,Blue,34,4,3,3,29543.0,1164,28379.0,0.717,1015,27,0.35,0.039 +767269908,Existing Customer,36,M,2,College,Married,$120K +,Blue,29,6,3,2,3158.0,0,3158.0,1.209,2973,63,0.969,0.0 +710927733,Existing Customer,39,M,1,Unknown,Married,$80K - $120K,Blue,36,6,2,3,2899.0,1999,900.0,0.832,1687,35,0.591,0.69 +711310908,Existing Customer,53,F,4,College,Married,Less than $40K,Blue,36,4,1,3,2972.0,2160,812.0,0.956,2552,62,0.676,0.727 +788862333,Existing Customer,38,F,3,Uneducated,Married,Less than $40K,Blue,23,6,2,2,5645.0,0,5645.0,1.05,1527,32,0.455,0.0 +713194608,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2463.0,1751,712.0,0.854,2171,58,0.758,0.711 +793550958,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,41,5,3,4,1438.3,0,1438.3,0.8,1501,40,0.739,0.0 +712607583,Existing Customer,56,M,1,College,Divorced,$80K - $120K,Blue,36,3,3,3,34516.0,1477,33039.0,1.234,2395,50,0.724,0.043 +713921058,Existing Customer,55,F,3,High School,Married,Less than $40K,Blue,48,6,2,2,2897.0,1601,1296.0,0.878,1337,25,0.471,0.553 +709183683,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,36,4,2,0,5391.0,0,5391.0,1.075,1971,56,0.6,0.0 +713407458,Existing Customer,62,F,0,Graduate,Single,Unknown,Blue,36,5,2,4,2870.0,2284,586.0,0.661,3946,74,0.574,0.796 +715241583,Existing Customer,34,M,3,High School,Married,$120K +,Blue,25,3,2,4,23959.0,2517,21442.0,0.926,1870,45,0.667,0.105 +710475408,Existing Customer,33,M,3,High School,Married,$60K - $80K,Blue,25,5,2,2,14918.0,2028,12890.0,1.342,2171,35,1.059,0.136 +708971583,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,29,3,3,2,3590.0,1924,1666.0,0.573,1472,37,0.762,0.536 +714547458,Existing Customer,65,M,0,Graduate,Married,$40K - $60K,Blue,56,3,3,2,2297.0,0,2297.0,0.511,1941,51,0.417,0.0 +827631483,Existing Customer,57,M,1,High School,Married,$80K - $120K,Blue,53,3,2,4,25058.0,1710,23348.0,0.613,2053,55,0.528,0.068 +711159108,Attrited Customer,58,F,0,High School,Married,Less than $40K,Blue,36,3,2,2,7418.0,396,7022.0,0.826,911,26,1.0,0.053 +789262683,Existing Customer,60,M,1,Unknown,Divorced,$40K - $60K,Blue,49,4,3,2,3012.0,0,3012.0,0.538,1315,23,0.278,0.0 +712940508,Existing Customer,39,M,3,Unknown,Single,$40K - $60K,Blue,24,3,1,4,4562.0,1721,2841.0,0.896,1896,50,1.5,0.377 +789733008,Existing Customer,39,F,2,High School,Married,Unknown,Blue,27,6,2,2,10723.0,1529,9194.0,1.426,2938,63,0.703,0.143 +714703158,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,36,6,2,3,1578.0,760,818.0,0.709,2017,43,0.955,0.482 +710255208,Existing Customer,60,M,0,Uneducated,Married,Less than $40K,Blue,49,4,2,4,2094.0,1560,534.0,0.537,1969,41,0.367,0.745 +779236083,Existing Customer,37,F,3,High School,Married,Less than $40K,Blue,19,5,1,3,4138.0,0,4138.0,1.168,2420,50,0.613,0.0 +713438358,Existing Customer,41,F,4,Graduate,Married,Unknown,Blue,30,3,1,2,5417.0,1904,3513.0,0.496,1768,56,0.556,0.351 +715973583,Existing Customer,56,M,3,Uneducated,Married,$120K +,Blue,36,6,3,3,34516.0,1047,33469.0,0.61,1378,30,0.429,0.03 +794113758,Existing Customer,60,M,0,High School,Married,$60K - $80K,Blue,54,6,1,2,9592.0,1968,7624.0,0.61,1821,55,0.447,0.205 +709452633,Existing Customer,56,F,4,High School,Single,Less than $40K,Blue,36,3,1,3,8881.0,2145,6736.0,0.705,2027,49,0.815,0.242 +788210583,Existing Customer,62,M,0,College,Married,$40K - $60K,Blue,54,3,3,4,1438.3,0,1438.3,0.795,1843,49,0.581,0.0 +717784983,Existing Customer,41,F,2,Uneducated,Married,Less than $40K,Blue,33,3,3,3,3893.0,1157,2736.0,1.169,1536,39,0.773,0.297 +786557358,Existing Customer,44,F,1,Unknown,Married,Less than $40K,Blue,38,5,2,4,3242.0,799,2443.0,0.459,1424,37,0.028,0.246 +768460908,Existing Customer,59,M,1,Graduate,Single,$40K - $60K,Blue,53,3,3,3,6035.0,1392,4643.0,0.361,1551,32,0.6,0.231 +718899708,Existing Customer,55,F,1,College,Married,Unknown,Blue,36,6,3,2,17642.0,1846,15796.0,0.72,2148,54,0.862,0.105 +714697533,Existing Customer,26,M,1,High School,Single,$60K - $80K,Blue,15,6,3,3,4327.0,0,4327.0,0.624,2344,48,0.297,0.0 +713206683,Attrited Customer,40,M,4,Graduate,Single,$80K - $120K,Silver,22,3,1,3,34516.0,0,34516.0,0.64,1028,26,0.3,0.0 +708679383,Existing Customer,44,F,2,Unknown,Unknown,Less than $40K,Blue,32,5,1,3,4852.0,1777,3075.0,0.667,1775,55,1.037,0.366 +713067033,Existing Customer,37,M,2,Uneducated,Single,Unknown,Blue,28,5,3,3,7147.0,1424,5723.0,0.821,2539,50,1.273,0.199 +789314133,Existing Customer,37,M,1,High School,Married,$60K - $80K,Blue,27,6,3,3,10320.0,1799,8521.0,0.75,1754,45,0.5,0.174 +713956308,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,49,4,2,2,3297.0,2297,1000.0,0.744,1894,56,0.556,0.697 +711595833,Existing Customer,46,M,3,College,Married,$60K - $80K,Blue,36,5,2,2,9981.0,807,9174.0,0.655,1456,30,0.667,0.081 +779521533,Existing Customer,53,M,2,High School,Married,$120K +,Blue,36,5,3,3,3329.0,1092,2237.0,1.466,1978,33,0.833,0.328 +715225458,Existing Customer,56,F,1,Uneducated,Married,Less than $40K,Blue,36,6,3,4,5991.0,1993,3998.0,0.673,1867,53,0.767,0.333 +716487408,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,30,3,1,3,3235.0,2517,718.0,1.091,1637,43,0.87,0.778 +719338383,Existing Customer,34,M,2,High School,Married,$120K +,Blue,21,3,3,3,6259.0,1063,5196.0,0.668,1836,50,0.515,0.17 +710523333,Existing Customer,65,M,0,Graduate,Married,Less than $40K,Blue,56,6,3,2,2541.0,1616,925.0,0.417,1416,27,0.588,0.636 +787489083,Existing Customer,55,M,4,Post-Graduate,Married,$80K - $120K,Blue,43,6,2,4,21351.0,2517,18834.0,0.818,1887,32,0.882,0.118 +720747633,Existing Customer,32,M,1,Unknown,Married,$40K - $60K,Blue,36,3,2,4,8998.0,1471,7527.0,0.844,1931,48,0.371,0.163 +779480658,Existing Customer,58,F,4,Graduate,Married,Unknown,Blue,42,3,3,4,10247.0,1600,8647.0,0.63,1754,44,0.692,0.156 +711498258,Existing Customer,54,M,3,High School,Married,$120K +,Blue,42,6,3,2,20311.0,1655,18656.0,0.431,1266,34,0.308,0.081 +709316433,Existing Customer,52,M,2,High School,Single,$60K - $80K,Silver,33,6,1,4,33182.0,1997,31185.0,0.755,1630,43,0.87,0.06 +778734108,Existing Customer,36,M,3,Uneducated,Married,$60K - $80K,Blue,16,4,5,4,1686.0,1252,434.0,0.575,1758,42,1.1,0.743 +778388358,Attrited Customer,56,M,3,Graduate,Single,$60K - $80K,Blue,36,2,2,3,4742.0,855,3887.0,0.635,870,24,0.5,0.18 +716773533,Existing Customer,33,M,3,Graduate,Married,$60K - $80K,Blue,36,5,1,3,1726.0,1215,511.0,1.175,1712,48,0.548,0.704 +822130683,Existing Customer,61,M,0,Graduate,Married,$80K - $120K,Blue,56,4,2,4,8420.0,1389,7031.0,0.522,1114,34,0.545,0.165 +717268458,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,49,4,3,4,3352.0,1713,1639.0,0.657,1952,50,0.667,0.511 +827888433,Existing Customer,43,M,4,Uneducated,Single,$40K - $60K,Blue,39,5,2,2,6648.0,2242,4406.0,0.79,2089,60,0.579,0.337 +716522583,Existing Customer,48,F,3,College,Divorced,Less than $40K,Blue,36,4,3,3,2335.0,1845,490.0,0.537,1362,33,0.269,0.79 +789415983,Existing Customer,36,M,3,Graduate,Married,$60K - $80K,Blue,27,4,3,2,12397.0,1001,11396.0,0.756,1888,42,0.448,0.081 +719819958,Existing Customer,34,M,2,Uneducated,Married,$40K - $60K,Blue,26,5,1,4,1438.3,708,730.3,1.212,2243,43,0.483,0.492 +769579608,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,46,3,6,4,2240.0,1601,639.0,0.833,3795,70,0.75,0.715 +772353408,Existing Customer,43,F,5,Unknown,Single,$40K - $60K,Blue,33,4,3,4,5330.0,1161,4169.0,0.558,1441,43,0.387,0.218 +716615583,Existing Customer,61,F,1,High School,Married,Less than $40K,Blue,51,3,3,3,1795.0,794,1001.0,0.953,1834,59,1.107,0.442 +781131483,Existing Customer,55,M,2,High School,Married,$80K - $120K,Blue,47,3,1,4,5741.0,1894,3847.0,1.111,2170,51,0.962,0.33 +719101908,Existing Customer,51,F,1,Graduate,Married,Unknown,Blue,39,4,3,3,2002.0,1248,754.0,0.502,1585,40,0.905,0.623 +720521808,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,19,6,3,2,25662.0,1515,24147.0,0.556,1484,36,0.636,0.059 +718136283,Existing Customer,52,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,1,4,22103.0,1515,20588.0,0.506,1541,29,0.318,0.069 +778855383,Existing Customer,36,F,5,High School,Married,Less than $40K,Blue,17,3,1,3,1438.3,0,1438.3,1.028,1975,40,0.6,0.0 +779722308,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,30,5,2,2,12355.0,0,12355.0,0.912,1044,28,0.273,0.0 +818926833,Existing Customer,34,F,3,College,Married,$40K - $60K,Blue,29,4,1,2,2000.0,0,2000.0,0.782,1944,42,0.75,0.0 +721217283,Existing Customer,27,M,0,Graduate,Single,$120K +,Blue,17,6,2,2,8713.0,1354,7359.0,0.558,2094,36,0.333,0.155 +717167283,Existing Customer,49,F,5,Unknown,Divorced,Less than $40K,Blue,36,4,1,4,9165.0,0,9165.0,0.597,1846,56,0.647,0.0 +713371233,Existing Customer,43,F,1,Graduate,Married,Less than $40K,Silver,31,5,1,2,11583.0,631,10952.0,0.714,3320,55,0.774,0.054 +778426608,Existing Customer,52,M,4,Graduate,Married,$80K - $120K,Blue,32,4,3,3,1438.3,702,736.3,0.805,1805,53,0.606,0.488 +713823033,Attrited Customer,31,F,2,Unknown,Married,Unknown,Blue,20,3,1,2,8149.0,0,8149.0,0.331,808,30,0.111,0.0 +787515333,Attrited Customer,40,M,3,Uneducated,Married,$80K - $120K,Blue,29,3,2,3,3616.0,1151,2465.0,0.687,820,21,0.75,0.318 +710944608,Existing Customer,39,M,3,Graduate,Unknown,$80K - $120K,Blue,31,6,2,4,8434.0,2222,6212.0,0.691,1414,27,0.929,0.263 +718444233,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,25,3,3,2,9791.0,1311,8480.0,0.704,1649,59,0.513,0.134 +771099183,Existing Customer,37,F,2,Graduate,Single,Less than $40K,Blue,24,5,2,3,8444.0,1945,6499.0,0.703,2497,74,0.609,0.23 +770241333,Existing Customer,49,F,4,Graduate,Divorced,Less than $40K,Blue,43,3,1,4,2228.0,1003,1225.0,1.119,2104,44,0.467,0.45 +710819733,Attrited Customer,56,M,3,Graduate,Married,$120K +,Blue,36,5,1,1,12211.0,0,12211.0,0.642,903,29,0.526,0.0 +772155108,Existing Customer,62,F,0,High School,Married,Less than $40K,Blue,51,6,3,4,1438.3,0,1438.3,0.702,1445,38,0.31,0.0 +798796233,Existing Customer,37,F,3,High School,Married,$40K - $60K,Blue,31,5,3,3,1586.0,1038,548.0,0.973,1724,24,0.714,0.654 +815472108,Existing Customer,42,M,3,High School,Single,$40K - $60K,Blue,37,3,3,3,2247.0,1045,1202.0,0.952,1300,31,0.55,0.465 +769145733,Existing Customer,36,M,3,Graduate,Single,$60K - $80K,Blue,30,3,4,3,2789.0,1584,1205.0,0.996,2688,60,0.714,0.568 +783364233,Existing Customer,59,M,0,Graduate,Married,$40K - $60K,Blue,53,3,2,3,4241.0,0,4241.0,0.607,1798,45,0.731,0.0 +772236108,Existing Customer,40,F,1,Graduate,Married,Unknown,Blue,29,5,1,3,8398.0,1892,6506.0,0.861,1489,29,0.526,0.225 +715640358,Existing Customer,43,M,3,High School,Single,$40K - $60K,Blue,36,6,3,3,4112.0,768,3344.0,0.413,1334,40,0.429,0.187 +713529858,Existing Customer,29,M,2,Graduate,Divorced,$40K - $60K,Silver,22,6,2,3,15578.0,1383,14195.0,0.794,2492,71,0.614,0.089 +715684308,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,36,6,2,2,4008.0,1636,2372.0,0.637,1395,43,0.955,0.408 +709451508,Existing Customer,63,F,1,High School,Married,Unknown,Blue,50,6,1,3,12766.0,0,12766.0,0.668,1191,28,0.647,0.0 +709204158,Existing Customer,36,F,2,Post-Graduate,Single,Less than $40K,Blue,24,5,2,4,3438.0,1129,2309.0,0.605,2331,56,0.436,0.328 +713182458,Existing Customer,53,M,4,High School,Married,$80K - $120K,Blue,43,3,1,2,16692.0,2446,14246.0,0.853,1288,29,0.45,0.147 +710624658,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,36,4,2,2,4066.0,1639,2427.0,1.749,3040,56,0.931,0.403 +716355783,Existing Customer,36,M,3,Unknown,Married,$60K - $80K,Blue,30,5,2,3,13080.0,0,13080.0,0.685,1999,44,0.571,0.0 +716793108,Existing Customer,26,M,0,College,Single,Less than $40K,Blue,36,4,1,2,1934.0,1070,864.0,0.448,2334,61,0.452,0.553 +716162583,Existing Customer,45,F,0,Unknown,Single,Less than $40K,Blue,36,6,2,3,3230.0,2517,713.0,0.615,1931,57,0.425,0.779 +714051033,Existing Customer,55,F,0,Graduate,Married,Less than $40K,Blue,36,6,2,4,3615.0,1699,1916.0,0.576,1967,40,0.538,0.47 +715007583,Existing Customer,61,F,0,Unknown,Unknown,Unknown,Blue,36,4,2,2,1801.0,0,1801.0,1.234,3193,62,1.48,0.0 +719139558,Existing Customer,26,M,0,Uneducated,Single,Less than $40K,Blue,36,4,3,4,2665.0,1567,1098.0,0.586,2514,64,0.455,0.588 +794632308,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Silver,25,5,3,2,28822.0,2517,26305.0,0.492,1504,35,0.296,0.087 +770662383,Existing Customer,38,M,2,Graduate,Single,$40K - $60K,Blue,24,6,3,2,14632.0,1158,13474.0,0.501,1399,36,0.5,0.079 +714787383,Existing Customer,32,F,0,College,Married,Unknown,Blue,36,5,3,3,6715.0,1314,5401.0,0.987,1731,41,0.519,0.196 +714700158,Existing Customer,53,M,2,Unknown,Married,$60K - $80K,Blue,46,3,2,3,6658.0,1761,4897.0,0.489,1309,40,0.6,0.264 +710581758,Existing Customer,52,F,2,Graduate,Single,$40K - $60K,Blue,44,6,2,3,3360.0,1219,2141.0,0.412,1309,30,1.0,0.363 +720497958,Existing Customer,29,M,1,Graduate,Married,$80K - $120K,Blue,14,5,3,2,14853.0,0,14853.0,1.025,1800,41,0.519,0.0 +720920058,Existing Customer,38,M,2,Graduate,Married,$60K - $80K,Blue,25,3,3,4,4800.0,1212,3588.0,1.254,2935,62,0.879,0.252 +710872233,Existing Customer,27,M,0,Unknown,Single,$40K - $60K,Blue,17,5,1,2,4610.0,0,4610.0,0.794,2280,49,0.4,0.0 +709855608,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,36,3,3,4,1438.3,981,457.3,0.663,1114,33,0.65,0.682 +815484783,Existing Customer,57,M,0,Uneducated,Single,$60K - $80K,Blue,42,6,4,3,8377.0,1211,7166.0,0.813,1797,44,1.2,0.145 +771602883,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,30,4,5,4,4147.0,1719,2428.0,0.875,1776,44,0.571,0.415 +755953308,Existing Customer,62,F,0,Post-Graduate,Married,$40K - $60K,Blue,55,6,1,4,2644.0,2207,437.0,0.866,1194,30,0.765,0.835 +758408883,Existing Customer,37,F,1,Graduate,Unknown,$40K - $60K,Blue,30,5,3,4,13355.0,1631,11724.0,1.113,1921,37,0.85,0.122 +717940008,Existing Customer,57,F,2,Unknown,Divorced,$40K - $60K,Blue,36,5,2,2,3251.0,1887,1364.0,1.007,3228,67,0.763,0.58 +720917808,Existing Customer,35,M,2,High School,Single,$40K - $60K,Blue,36,5,3,4,2100.0,950,1150.0,0.764,2623,74,1.114,0.452 +812801958,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,50,5,3,4,3566.0,1401,2165.0,0.903,2425,54,0.8,0.393 +714997683,Existing Customer,56,F,4,Graduate,Married,Unknown,Blue,49,5,1,3,14915.0,1111,13804.0,0.846,1388,35,0.667,0.074 +709379283,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,27,3,1,4,13003.0,0,13003.0,0.877,1697,40,1.105,0.0 +711840408,Existing Customer,64,M,0,College,Married,Less than $40K,Blue,55,5,3,4,2492.0,1424,1068.0,0.485,1375,30,0.364,0.571 +785328408,Existing Customer,37,F,4,Graduate,Married,Less than $40K,Blue,31,5,2,3,1758.0,1180,578.0,0.744,2013,41,0.367,0.671 +719873808,Existing Customer,34,M,1,College,Married,$60K - $80K,Blue,23,3,2,2,5510.0,1604,3906.0,0.551,1995,53,0.262,0.291 +715528983,Existing Customer,46,M,5,Uneducated,Divorced,$60K - $80K,Blue,36,3,1,2,17196.0,1646,15550.0,0.542,1466,41,1.278,0.096 +720254883,Existing Customer,65,F,0,High School,Married,$40K - $60K,Blue,46,6,1,3,5877.0,1697,4180.0,1.058,2494,58,0.706,0.289 +811980858,Existing Customer,36,M,0,Graduate,Married,$60K - $80K,Blue,31,5,1,2,7667.0,0,7667.0,0.632,1501,35,0.667,0.0 +711330408,Existing Customer,35,F,2,College,Married,$40K - $60K,Blue,24,4,1,3,2939.0,1865,1074.0,0.932,2077,47,0.679,0.635 +718465458,Existing Customer,49,M,1,Unknown,Single,$80K - $120K,Blue,31,6,1,4,5898.0,1348,4550.0,0.64,1002,21,1.333,0.229 +710616183,Existing Customer,46,F,3,Uneducated,Single,Unknown,Blue,33,5,3,4,19995.0,0,19995.0,0.65,1879,34,0.7,0.0 +714580158,Existing Customer,26,M,0,Post-Graduate,Married,$40K - $60K,Blue,36,6,1,4,2773.0,2080,693.0,0.695,3567,73,0.622,0.75 +710798883,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,44,4,2,4,3323.0,2310,1013.0,0.749,1599,47,0.808,0.695 +720511608,Existing Customer,38,F,0,Graduate,Married,Unknown,Blue,28,5,3,3,16049.0,799,15250.0,0.777,1989,33,0.571,0.05 +708913233,Existing Customer,37,M,1,High School,Married,$40K - $60K,Blue,28,3,4,2,3601.0,1236,2365.0,0.726,1802,34,0.478,0.343 +788038383,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,25,3,2,2,2307.0,1385,922.0,1.515,2440,48,0.846,0.6 +719905908,Existing Customer,59,M,1,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,3742.0,1175,2567.0,0.514,1505,31,0.824,0.314 +807044958,Existing Customer,34,M,3,High School,Married,$40K - $60K,Blue,29,6,3,3,2937.0,869,2068.0,1.493,2171,45,0.875,0.296 +719514783,Existing Customer,39,F,3,Post-Graduate,Unknown,Unknown,Blue,26,6,1,4,3209.0,2517,692.0,0.431,1292,37,0.762,0.784 +787643658,Existing Customer,59,M,0,Graduate,Married,$60K - $80K,Blue,53,6,1,4,12554.0,2169,10385.0,0.529,1422,30,0.579,0.173 +779138883,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Blue,34,6,3,4,4702.0,0,4702.0,0.578,1673,44,0.257,0.0 +708173433,Existing Customer,26,F,1,Unknown,Single,$40K - $60K,Blue,14,4,2,4,5645.0,2324,3321.0,0.655,2482,57,0.727,0.412 +778401033,Existing Customer,32,M,0,High School,Married,$60K - $80K,Blue,13,3,3,4,14308.0,1889,12419.0,1.053,1659,39,1.167,0.132 +818375733,Attrited Customer,51,F,2,College,Married,$40K - $60K,Blue,46,3,1,3,4882.0,695,4187.0,0.508,1544,44,0.517,0.142 +711048783,Existing Customer,41,M,4,Doctorate,Married,$80K - $120K,Blue,29,3,3,3,33405.0,0,33405.0,0.535,1345,34,0.619,0.0 +721415658,Existing Customer,39,F,1,Graduate,Married,$40K - $60K,Blue,27,3,1,2,2700.0,2220,480.0,1.595,2901,59,1.36,0.822 +717961458,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,37,5,1,4,2934.0,2381,553.0,0.762,3396,64,0.778,0.812 +718563483,Existing Customer,30,M,2,Unknown,Divorced,$120K +,Blue,14,3,2,3,1548.0,0,1548.0,0.828,2611,64,0.455,0.0 +717128283,Existing Customer,40,F,3,High School,Unknown,Less than $40K,Blue,36,5,2,2,5525.0,2409,3116.0,0.929,2305,33,0.941,0.436 +718068933,Existing Customer,36,F,3,Uneducated,Single,Less than $40K,Blue,36,5,2,4,5750.0,1521,4229.0,0.837,2155,61,0.605,0.265 +718623783,Existing Customer,56,M,2,College,Married,$120K +,Blue,36,6,3,2,27157.0,1547,25610.0,0.487,1535,38,0.267,0.057 +716565258,Existing Customer,37,M,3,Doctorate,Single,$80K - $120K,Blue,36,5,2,4,12830.0,0,12830.0,0.774,2526,54,0.588,0.0 +712505658,Existing Customer,51,F,4,Unknown,Single,Less than $40K,Blue,41,3,1,3,5530.0,1999,3531.0,1.018,1766,45,0.667,0.361 +792565908,Existing Customer,36,F,2,Uneducated,Single,Less than $40K,Blue,30,6,2,3,2684.0,1474,1210.0,1.042,2346,51,1.04,0.549 +709267308,Existing Customer,62,M,1,Graduate,Married,$80K - $120K,Blue,49,3,1,2,2437.0,1400,1037.0,0.779,1651,32,1.0,0.574 +710035008,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,24,3,2,4,3827.0,1397,2430.0,0.88,2491,64,1.0,0.365 +790082508,Existing Customer,42,M,4,High School,Single,$120K +,Blue,35,5,2,2,34516.0,1658,32858.0,1.095,2935,65,0.711,0.048 +716866308,Existing Customer,38,M,2,High School,Married,$60K - $80K,Blue,33,6,3,4,5940.0,1101,4839.0,0.942,1872,34,1.125,0.185 +709707033,Attrited Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,32,2,3,2,13162.0,0,13162.0,0.512,1424,38,0.583,0.0 +718346658,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,37,3,2,4,1963.0,1357,606.0,0.689,1861,51,0.7,0.691 +824157858,Existing Customer,58,M,3,Graduate,Married,$80K - $120K,Blue,54,4,3,3,18713.0,1022,17691.0,0.682,1524,42,0.615,0.055 +709735008,Existing Customer,35,M,2,High School,Married,$80K - $120K,Blue,22,3,1,4,3023.0,1435,1588.0,0.62,1920,34,0.619,0.475 +814593858,Existing Customer,58,M,3,High School,Single,$120K +,Blue,53,4,1,2,6103.0,1798,4305.0,0.705,1468,34,0.619,0.295 +718416858,Existing Customer,42,M,5,Graduate,Married,$60K - $80K,Blue,34,3,3,3,10607.0,2517,8090.0,1.197,1903,40,0.538,0.237 +710307933,Existing Customer,32,F,0,College,Single,Less than $40K,Blue,24,3,3,4,2917.0,2517,400.0,0.833,2471,60,0.875,0.863 +715870758,Existing Customer,35,M,4,Graduate,Married,$120K +,Blue,30,4,3,4,34516.0,1018,33498.0,1.129,2350,55,0.774,0.029 +713819283,Existing Customer,51,M,1,Uneducated,Married,$80K - $120K,Blue,42,6,2,2,25197.0,2517,22680.0,0.721,3002,58,0.812,0.1 +710424408,Existing Customer,63,M,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,2743.0,1815,928.0,0.567,1210,25,1.273,0.662 +709493283,Existing Customer,42,M,2,Unknown,Single,$120K +,Blue,32,5,2,4,4111.0,1233,2878.0,0.478,1289,36,0.5,0.3 +712489158,Existing Customer,36,F,0,Uneducated,Single,Unknown,Blue,18,5,3,2,3667.0,948,2719.0,0.641,2781,59,0.844,0.259 +719013108,Existing Customer,42,M,3,Graduate,Divorced,$40K - $60K,Blue,33,4,2,4,3178.0,1800,1378.0,0.89,4605,86,0.623,0.566 +721178583,Attrited Customer,37,F,3,Graduate,Unknown,Unknown,Blue,22,2,3,2,5674.0,0,5674.0,0.906,1096,29,0.526,0.0 +717769008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,36,5,3,4,11444.0,1278,10166.0,1.31,2493,44,0.913,0.112 +709986633,Existing Customer,29,M,1,High School,Married,$40K - $60K,Blue,36,3,1,3,1438.3,0,1438.3,0.742,2144,41,0.577,0.0 +721062408,Existing Customer,54,M,2,Uneducated,Divorced,$40K - $60K,Blue,34,4,3,4,6387.0,1597,4790.0,0.689,1294,26,0.529,0.25 +771349458,Existing Customer,33,M,2,Graduate,Married,$40K - $60K,Blue,20,4,3,3,5657.0,1792,3865.0,0.904,1914,46,0.769,0.317 +780557658,Existing Customer,63,F,0,Uneducated,Married,Unknown,Blue,54,5,3,2,11827.0,0,11827.0,0.921,1395,37,0.609,0.0 +771441558,Existing Customer,49,M,2,Post-Graduate,Married,$60K - $80K,Blue,37,5,3,3,2608.0,1589,1019.0,0.982,2073,47,0.516,0.609 +756409758,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,37,4,5,4,3203.0,2076,1127.0,0.543,1433,38,1.0,0.648 +720009558,Existing Customer,33,F,2,College,Single,Unknown,Gold,36,3,1,3,34516.0,1540,32976.0,1.038,2574,72,0.756,0.045 +778885158,Existing Customer,57,M,3,Uneducated,Married,$80K - $120K,Blue,38,5,3,3,2472.0,2457,15.0,0.693,1392,33,0.737,0.994 +715543908,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,43,4,3,3,2147.0,1173,974.0,0.653,1352,37,0.37,0.546 +717591483,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,44,4,1,3,3416.0,2044,1372.0,0.994,1924,48,0.92,0.598 +715042608,Existing Customer,39,F,2,Doctorate,Married,Unknown,Blue,36,5,2,4,8058.0,791,7267.0,1.787,2742,42,2.0,0.098 +755959683,Existing Customer,50,F,5,Unknown,Unknown,Unknown,Blue,43,5,1,2,3410.0,2281,1129.0,0.518,1296,31,0.348,0.669 +715367058,Existing Customer,43,M,3,College,Unknown,$60K - $80K,Blue,37,5,2,3,19044.0,0,19044.0,0.721,1780,44,0.76,0.0 +714573258,Existing Customer,36,M,2,Post-Graduate,Single,$60K - $80K,Blue,30,4,2,4,1606.0,798,808.0,0.59,2229,45,1.045,0.497 +712281183,Existing Customer,55,M,4,Graduate,Married,$120K +,Blue,36,4,2,2,24336.0,856,23480.0,0.459,1425,33,0.65,0.035 +717670758,Existing Customer,30,F,1,Graduate,Single,Less than $40K,Blue,20,5,2,3,5030.0,1327,3703.0,0.803,2523,71,0.775,0.264 +720666333,Existing Customer,36,M,3,Unknown,Married,$120K +,Blue,24,6,3,2,24577.0,0,24577.0,0.75,1897,39,0.393,0.0 +771556308,Existing Customer,26,F,0,High School,Single,Less than $40K,Blue,13,6,3,4,3517.0,1195,2322.0,0.556,2255,48,0.5,0.34 +708931908,Existing Customer,48,M,3,High School,Single,$40K - $60K,Blue,36,3,2,3,7400.0,636,6764.0,0.972,1568,51,0.5,0.086 +718894233,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,36,6,2,4,2956.0,1391,1565.0,0.698,2116,63,0.575,0.471 +771544533,Attrited Customer,42,F,5,High School,Married,Unknown,Blue,30,3,1,4,3578.0,0,3578.0,0.759,1015,36,0.44,0.0 +708927108,Attrited Customer,53,M,2,Graduate,Married,$120K +,Blue,36,1,3,2,12778.0,507,12271.0,0.967,1133,28,0.4,0.04 +717831783,Existing Customer,58,F,2,Uneducated,Married,Less than $40K,Blue,45,3,3,4,1942.0,1536,406.0,0.615,1371,38,0.407,0.791 +709288383,Existing Customer,32,M,2,Graduate,Divorced,$80K - $120K,Blue,26,5,1,3,29961.0,789,29172.0,0.833,2337,69,0.605,0.026 +710813733,Existing Customer,48,M,4,Uneducated,Married,$60K - $80K,Silver,35,5,3,4,33791.0,0,33791.0,0.712,1546,41,0.577,0.0 +721084833,Existing Customer,48,M,5,High School,Married,$40K - $60K,Silver,34,5,0,2,17657.0,2018,15639.0,0.55,1682,39,0.95,0.114 +711258108,Existing Customer,54,M,1,College,Married,$120K +,Blue,44,4,3,2,2821.0,2415,406.0,0.441,1419,36,0.8,0.856 +710149008,Existing Customer,59,M,0,High School,Married,Less than $40K,Blue,47,6,3,4,1479.0,787,692.0,0.865,2139,70,0.556,0.532 +711902058,Existing Customer,35,M,2,Graduate,Married,$60K - $80K,Blue,36,3,3,2,1438.3,0,1438.3,1.623,2492,55,0.897,0.0 +716757033,Existing Customer,37,M,4,Post-Graduate,Married,$40K - $60K,Blue,27,5,1,4,6859.0,1766,5093.0,1.186,3045,56,0.697,0.257 +712688433,Existing Customer,36,M,3,High School,Divorced,$120K +,Blue,36,3,2,3,3404.0,1568,1836.0,1.055,2406,65,0.857,0.461 +713203908,Existing Customer,26,M,0,Uneducated,Single,$40K - $60K,Blue,15,4,1,3,2158.0,1695,463.0,0.766,1833,27,0.588,0.785 +711772008,Attrited Customer,35,F,3,Graduate,Single,Less than $40K,Blue,22,1,2,1,1890.0,666,1224.0,0.691,1483,36,0.5,0.352 +708799983,Attrited Customer,40,M,1,Post-Graduate,Married,$60K - $80K,Blue,36,6,3,4,18386.0,890,17496.0,0.361,1698,43,0.483,0.048 +778882758,Existing Customer,55,F,2,Unknown,Married,Unknown,Blue,36,5,5,4,3602.0,2013,1589.0,0.839,1935,47,1.474,0.559 +709157133,Existing Customer,39,M,1,Unknown,Divorced,$80K - $120K,Blue,34,6,1,3,3766.0,1049,2717.0,0.666,1514,51,0.645,0.279 +741344808,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,32,4,2,4,5634.0,2057,3577.0,1.399,2905,63,0.969,0.365 +739692933,Existing Customer,46,F,2,Unknown,Single,$40K - $60K,Blue,29,4,2,4,3126.0,2517,609.0,1.235,1638,41,0.519,0.805 +766429908,Existing Customer,49,M,2,High School,Unknown,$60K - $80K,Blue,42,6,1,2,3017.0,786,2231.0,1.081,1640,37,0.762,0.261 +802087683,Existing Customer,32,M,0,Post-Graduate,Married,$60K - $80K,Blue,26,6,2,3,5478.0,1491,3987.0,1.304,2456,55,0.571,0.272 +712491108,Existing Customer,35,M,1,Post-Graduate,Married,$80K - $120K,Blue,20,6,3,4,13046.0,1177,11869.0,1.214,2601,52,0.733,0.09 +714767508,Existing Customer,39,M,2,Graduate,Married,$40K - $60K,Blue,31,5,3,2,8687.0,1146,7541.0,1.8,2279,33,1.357,0.132 +720376008,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,40,6,2,4,6174.0,1421,4753.0,0.669,2043,52,0.793,0.23 +779126658,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,13,5,1,2,5655.0,0,5655.0,0.842,2312,61,0.649,0.0 +793222008,Existing Customer,32,M,0,High School,Married,$60K - $80K,Blue,26,5,2,3,5397.0,1784,3613.0,0.904,2056,49,0.633,0.331 +720812433,Existing Customer,54,M,2,College,Married,$120K +,Blue,46,6,1,2,28465.0,0,28465.0,0.696,1693,37,1.056,0.0 +717623583,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,27,4,2,4,3444.0,2441,1003.0,1.563,2668,51,0.545,0.709 +708878508,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,37,4,1,3,2104.0,1267,837.0,0.677,1732,35,1.059,0.602 +710043408,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,37,4,1,4,15610.0,2048,13562.0,0.657,1916,58,0.526,0.131 +789079758,Existing Customer,44,M,4,Doctorate,Unknown,$120K +,Blue,32,3,2,3,34516.0,1356,33160.0,1.169,1531,48,0.655,0.039 +721311333,Existing Customer,32,M,1,High School,Married,Unknown,Blue,22,3,1,4,16912.0,1590,15322.0,1.274,2413,41,0.708,0.094 +710749458,Existing Customer,64,F,0,Doctorate,Married,Less than $40K,Blue,53,4,1,3,5462.0,1864,3598.0,0.67,1523,35,0.667,0.341 +778275783,Existing Customer,37,F,2,Unknown,Unknown,Less than $40K,Blue,27,5,1,2,2868.0,1434,1434.0,0.777,2909,64,0.488,0.5 +799498158,Existing Customer,31,M,1,Post-Graduate,Married,$60K - $80K,Blue,22,5,1,3,2685.0,1580,1105.0,0.727,1642,36,0.636,0.588 +716334258,Existing Customer,49,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,5,1,2,5238.0,1365,3873.0,1.027,1834,43,1.263,0.261 +716075208,Existing Customer,32,F,3,High School,Married,Less than $40K,Blue,22,4,2,4,4561.0,2029,2532.0,0.768,1874,38,0.52,0.445 +780276258,Existing Customer,53,M,2,High School,Married,$120K +,Blue,39,3,2,3,13091.0,985,12106.0,0.322,1452,37,0.276,0.075 +789282333,Existing Customer,62,F,0,Graduate,Married,Unknown,Blue,51,3,3,3,10826.0,1274,9552.0,0.602,1355,34,0.619,0.118 +811571733,Existing Customer,26,F,0,Unknown,Single,Unknown,Blue,13,4,2,2,2600.0,1876,724.0,0.606,2625,45,0.364,0.722 +709429533,Existing Customer,49,F,5,Graduate,Divorced,Unknown,Blue,35,6,3,4,2561.0,0,2561.0,1.021,2047,41,0.864,0.0 +715247508,Existing Customer,30,F,1,Graduate,Married,Less than $40K,Blue,36,3,2,2,7087.0,1060,6027.0,0.709,1712,37,0.609,0.15 +718784358,Existing Customer,34,M,4,Uneducated,Single,$120K +,Blue,36,6,3,2,34516.0,2517,31999.0,0.975,1969,46,1.3,0.073 +751450008,Existing Customer,41,M,1,Post-Graduate,Single,$40K - $60K,Blue,32,3,2,4,10266.0,1390,8876.0,0.593,1720,42,0.556,0.135 +719227233,Existing Customer,27,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,3,1553.0,723,830.0,0.666,1954,43,0.344,0.466 +711050058,Existing Customer,33,F,2,Uneducated,Married,$40K - $60K,Blue,23,4,2,4,6732.0,0,6732.0,0.856,1644,45,0.731,0.0 +779040408,Existing Customer,56,M,2,High School,Married,$120K +,Blue,37,3,1,2,12181.0,1702,10479.0,0.834,1478,33,0.5,0.14 +714024858,Existing Customer,36,M,3,High School,Married,$80K - $120K,Blue,27,3,1,2,7056.0,0,7056.0,0.815,1739,35,0.842,0.0 +789849108,Existing Customer,35,M,1,Graduate,Single,$60K - $80K,Blue,25,6,1,2,14365.0,0,14365.0,0.61,2290,62,0.632,0.0 +710391258,Existing Customer,27,M,0,Graduate,Married,$40K - $60K,Blue,36,3,2,4,11473.0,829,10644.0,0.707,2147,41,0.519,0.072 +718830183,Existing Customer,46,M,1,High School,Single,$60K - $80K,Blue,38,5,2,4,23996.0,2517,21479.0,0.488,1339,29,0.381,0.105 +779696883,Existing Customer,48,M,2,Graduate,Divorced,$60K - $80K,Blue,33,4,2,4,2998.0,1789,1209.0,0.807,1825,31,0.348,0.597 +719249733,Existing Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,36,6,2,2,30011.0,1232,28779.0,0.944,1676,41,0.783,0.041 +737971833,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,31,6,3,3,2405.0,1553,852.0,1.156,2503,40,0.667,0.646 +772468983,Existing Customer,36,M,1,Post-Graduate,Married,$80K - $120K,Blue,26,3,4,2,21927.0,1291,20636.0,0.864,1946,37,0.542,0.059 +710990283,Existing Customer,56,M,1,High School,Married,$80K - $120K,Blue,36,4,1,2,3906.0,1851,2055.0,0.73,1839,33,0.833,0.474 +808750458,Existing Customer,32,M,1,Doctorate,Single,$60K - $80K,Blue,27,5,3,3,10029.0,606,9423.0,0.727,2192,58,0.657,0.06 +719692983,Existing Customer,36,M,2,Doctorate,Married,$60K - $80K,Blue,30,3,3,4,4934.0,1504,3430.0,1.52,2747,42,0.448,0.305 +719125158,Existing Customer,35,F,2,High School,Single,Less than $40K,Silver,15,5,2,2,13882.0,1452,12430.0,0.771,2685,71,0.511,0.105 +787509408,Existing Customer,26,M,0,College,Single,Unknown,Blue,13,6,3,2,2347.0,0,2347.0,0.863,2595,56,0.333,0.0 +719206308,Existing Customer,32,M,1,High School,Married,$60K - $80K,Blue,24,4,2,2,4116.0,1223,2893.0,0.73,1657,38,0.52,0.297 +717141858,Existing Customer,56,F,2,High School,Single,$40K - $60K,Blue,36,4,1,2,13904.0,625,13279.0,0.673,3151,67,0.595,0.045 +713172408,Existing Customer,54,M,1,Unknown,Married,$80K - $120K,Blue,43,4,2,4,32558.0,2016,30542.0,0.506,1440,37,0.423,0.062 +720314583,Existing Customer,54,M,2,Unknown,Married,$80K - $120K,Blue,44,4,1,2,12902.0,1860,11042.0,0.492,1273,33,0.375,0.144 +708347583,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,4,2509.0,1144,1365.0,0.692,1804,38,0.583,0.456 +711006783,Existing Customer,38,F,1,Graduate,Single,Less than $40K,Blue,22,3,3,3,2484.0,2149,335.0,0.669,1200,28,0.647,0.865 +718274283,Existing Customer,35,M,3,College,Single,$60K - $80K,Blue,36,5,1,3,2780.0,0,2780.0,0.565,2469,67,0.811,0.0 +803977008,Existing Customer,39,M,2,Unknown,Married,$60K - $80K,Blue,34,6,2,4,5219.0,1826,3393.0,1.011,1715,35,1.188,0.35 +715216908,Existing Customer,48,M,4,Doctorate,Single,$80K - $120K,Blue,36,6,3,4,18102.0,1381,16721.0,0.513,1486,32,0.143,0.076 +779611008,Existing Customer,29,M,0,Graduate,Married,$40K - $60K,Blue,18,4,3,4,4532.0,0,4532.0,0.734,1885,55,0.528,0.0 +811467708,Existing Customer,33,M,2,Graduate,Married,$80K - $120K,Blue,28,4,2,2,22399.0,1431,20968.0,1.019,2390,62,0.722,0.064 +812597508,Existing Customer,39,F,1,High School,Married,$40K - $60K,Blue,34,6,5,3,4489.0,2498,1991.0,0.779,2153,58,0.568,0.556 +718651083,Existing Customer,35,F,2,Graduate,Single,Unknown,Blue,25,4,1,4,10329.0,514,9815.0,0.708,2461,68,0.838,0.05 +708577308,Existing Customer,43,F,1,Unknown,Divorced,Less than $40K,Blue,36,4,2,3,2637.0,1272,1365.0,0.728,1569,39,1.053,0.482 +813990483,Existing Customer,27,F,0,High School,Married,Less than $40K,Blue,22,4,1,2,1864.0,1384,480.0,0.904,1662,32,0.391,0.742 +816319008,Existing Customer,52,F,2,Graduate,Single,Unknown,Blue,47,6,3,3,13276.0,1917,11359.0,1.075,1901,33,0.833,0.144 +789627258,Existing Customer,31,M,1,Graduate,Single,$40K - $60K,Blue,25,5,3,3,1935.0,1033,902.0,0.623,2498,60,1.0,0.534 +713346558,Existing Customer,45,M,4,Graduate,Divorced,$60K - $80K,Blue,37,5,2,4,6784.0,891,5893.0,1.047,1900,28,0.556,0.131 +708744933,Existing Customer,35,M,2,High School,Married,$60K - $80K,Blue,36,4,2,4,19127.0,1880,17247.0,0.788,1859,33,0.571,0.098 +708828258,Existing Customer,55,M,2,College,Married,$120K +,Blue,37,5,2,3,32641.0,1551,31090.0,0.488,1327,30,0.304,0.048 +713511108,Existing Customer,61,M,1,Uneducated,Married,$40K - $60K,Blue,47,5,3,4,1438.3,847,591.3,0.436,1397,43,0.483,0.589 +710208633,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,31,5,2,2,2417.0,1929,488.0,0.886,1773,42,0.556,0.798 +824165658,Existing Customer,38,M,2,Unknown,Married,$80K - $120K,Blue,34,4,1,3,19259.0,2266,16993.0,0.92,1388,27,0.929,0.118 +826513233,Existing Customer,54,F,3,Unknown,Married,Less than $40K,Blue,50,6,2,2,3796.0,2396,1400.0,0.569,2069,54,0.742,0.631 +788789658,Existing Customer,40,M,5,Unknown,Unknown,$80K - $120K,Blue,22,6,1,4,4042.0,1744,2298.0,0.582,1471,37,0.542,0.431 +717837858,Existing Customer,47,M,5,College,Married,$120K +,Blue,34,3,1,2,17603.0,1063,16540.0,1.065,2902,64,0.641,0.06 +709382958,Existing Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,46,6,1,4,2894.0,2077,817.0,0.574,1017,25,0.562,0.718 +716253858,Existing Customer,37,M,5,Post-Graduate,Married,$80K - $120K,Blue,26,2,1,2,16730.0,1956,14774.0,0.675,1740,43,0.536,0.117 +713725683,Existing Customer,36,F,0,College,Single,Less than $40K,Blue,27,6,3,2,3282.0,1843,1439.0,0.625,2614,79,0.646,0.562 +710364258,Existing Customer,53,F,2,Uneducated,Married,Unknown,Blue,41,4,2,2,15815.0,1217,14598.0,1.266,2135,48,0.846,0.077 +816033783,Existing Customer,26,M,0,High School,Single,$60K - $80K,Blue,21,6,2,3,1672.0,957,715.0,0.576,2099,34,0.417,0.572 +715065483,Existing Customer,45,F,3,Graduate,Divorced,Less than $40K,Blue,36,4,3,3,8121.0,1595,6526.0,0.743,1914,45,0.5,0.196 +718751133,Existing Customer,36,F,2,Unknown,Married,Less than $40K,Blue,26,4,1,4,3182.0,2435,747.0,0.868,1670,30,0.765,0.765 +713983308,Existing Customer,60,M,0,Post-Graduate,Married,$60K - $80K,Blue,49,5,1,4,3182.0,1928,1254.0,0.509,1233,35,0.4,0.606 +718418958,Attrited Customer,30,M,1,Post-Graduate,Divorced,Less than $40K,Blue,36,6,2,4,5061.0,0,5061.0,0.911,1309,38,0.462,0.0 +779367858,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,28,5,3,3,6224.0,1898,4326.0,1.103,3014,58,0.706,0.305 +711285633,Existing Customer,33,F,0,Unknown,Single,Unknown,Blue,36,6,1,3,2735.0,1769,966.0,1.465,3306,71,0.972,0.647 +714974658,Existing Customer,48,F,4,College,Married,Less than $40K,Blue,36,6,1,4,2464.0,1867,597.0,0.6,1219,35,1.333,0.758 +716374308,Existing Customer,39,M,3,Graduate,Married,$60K - $80K,Blue,33,4,3,2,3477.0,1875,1602.0,0.907,1897,50,1.083,0.539 +713416233,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,24,5,2,2,3242.0,2076,1166.0,0.612,1841,46,0.533,0.64 +797643708,Existing Customer,47,M,1,High School,Married,$120K +,Blue,41,3,1,4,27858.0,1314,26544.0,0.676,1772,53,0.559,0.047 +808292958,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,20,6,2,3,1438.3,495,943.3,1.062,2546,40,0.333,0.344 +719831958,Existing Customer,49,M,3,College,Single,$120K +,Blue,36,5,2,4,34516.0,0,34516.0,0.646,1793,44,0.833,0.0 +708860358,Existing Customer,38,M,3,High School,Married,$80K - $120K,Blue,22,4,2,3,6361.0,694,5667.0,0.844,1499,31,0.938,0.109 +717385983,Existing Customer,30,M,0,Graduate,Married,Less than $40K,Blue,21,6,6,2,2490.0,0,2490.0,0.859,1645,30,0.667,0.0 +719049033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,44,5,6,4,14057.0,1655,12402.0,0.676,2073,60,0.333,0.118 +717581658,Existing Customer,49,M,2,Unknown,Single,$60K - $80K,Blue,38,4,1,2,2461.0,1586,875.0,1.676,1729,35,0.75,0.644 +714347508,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,21,4,3,3,7766.0,1278,6488.0,0.806,2423,74,0.609,0.165 +803833608,Existing Customer,40,M,3,Uneducated,Single,$40K - $60K,Silver,33,4,1,3,21308.0,564,20744.0,0.448,1322,38,0.652,0.026 +712576908,Existing Customer,30,M,0,High School,Married,$60K - $80K,Blue,36,5,2,4,4516.0,2252,2264.0,0.889,1819,24,0.846,0.499 +778511733,Existing Customer,42,F,3,College,Single,$40K - $60K,Blue,30,6,3,2,5424.0,1812,3612.0,0.513,1634,44,0.76,0.334 +721464783,Existing Customer,62,F,0,Graduate,Married,Less than $40K,Blue,36,3,2,2,1764.0,1540,224.0,0.937,2094,47,0.958,0.873 +821179233,Attrited Customer,50,F,1,Post-Graduate,Single,$40K - $60K,Blue,46,1,3,3,1493.0,932,561.0,0.466,1554,43,0.344,0.624 +713126733,Existing Customer,56,M,3,College,Married,$120K +,Blue,43,6,2,2,17539.0,2517,15022.0,0.743,1220,30,0.765,0.144 +719688408,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Silver,36,6,2,3,34516.0,0,34516.0,0.534,3530,68,0.659,0.0 +779811183,Existing Customer,35,F,3,Uneducated,Married,Less than $40K,Blue,25,4,1,2,2149.0,1118,1031.0,0.903,1581,30,1.0,0.52 +771086208,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,44,3,4,4,6256.0,1530,4726.0,0.647,1629,43,0.344,0.245 +715217733,Existing Customer,33,F,2,High School,Single,Unknown,Blue,25,5,1,4,11922.0,792,11130.0,0.667,2154,61,0.525,0.066 +813752433,Attrited Customer,43,F,3,Graduate,Single,Less than $40K,Blue,38,5,2,4,4075.0,1986,2089.0,1.214,2449,27,0.038,0.487 +711876333,Existing Customer,53,M,3,Graduate,Married,$80K - $120K,Blue,36,5,1,4,7290.0,2151,5139.0,0.583,1312,29,0.526,0.295 +715256658,Existing Customer,50,M,2,College,Single,$60K - $80K,Blue,36,5,3,2,5965.0,688,5277.0,0.673,3382,58,1.071,0.115 +711329658,Existing Customer,30,M,0,High School,Married,$120K +,Blue,13,3,1,4,9007.0,1965,7042.0,0.698,1925,42,0.448,0.218 +710227908,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,36,3,2,3,6077.0,1397,4680.0,0.834,2837,74,0.609,0.23 +716362008,Existing Customer,37,M,2,Doctorate,Married,$40K - $60K,Blue,29,3,3,2,1808.0,1009,799.0,0.796,1744,35,0.944,0.558 +714939708,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,36,6,1,3,12810.0,0,12810.0,1.363,3174,74,1.114,0.0 +708083283,Attrited Customer,58,M,0,Unknown,Single,$40K - $60K,Blue,45,3,1,3,3421.0,2517,904.0,0.992,992,21,0.4,0.736 +719431608,Existing Customer,63,F,0,College,Married,$40K - $60K,Blue,53,6,1,4,3118.0,1528,1590.0,0.604,1291,24,0.6,0.49 +769411758,Existing Customer,43,M,1,Graduate,Single,$60K - $80K,Blue,37,4,3,4,20013.0,922,19091.0,0.655,1518,39,0.625,0.046 +714248733,Existing Customer,26,F,0,Unknown,Single,Unknown,Blue,13,4,1,2,4395.0,1240,3155.0,0.662,2272,46,0.438,0.282 +804481608,Existing Customer,37,F,1,Unknown,Single,Less than $40K,Blue,32,6,3,3,9661.0,0,9661.0,0.926,2825,60,0.818,0.0 +714631833,Existing Customer,53,M,4,Graduate,Married,$60K - $80K,Blue,44,3,2,4,1973.0,1324,649.0,0.805,1587,38,0.52,0.671 +769751958,Existing Customer,55,M,3,Unknown,Married,$120K +,Blue,49,3,2,4,9926.0,2018,7908.0,0.618,2235,57,0.357,0.203 +717999183,Existing Customer,36,M,3,High School,Married,$60K - $80K,Blue,36,6,3,3,4108.0,1659,2449.0,1.202,2275,58,0.871,0.404 +713075283,Existing Customer,51,M,3,High School,Single,$120K +,Blue,36,5,1,4,20741.0,2504,18237.0,0.8,1818,51,1.04,0.121 +711561108,Existing Customer,36,M,4,Graduate,Single,$80K - $120K,Blue,24,6,1,2,16335.0,892,15443.0,0.673,2733,71,0.919,0.055 +709854483,Existing Customer,35,F,1,High School,Married,Unknown,Blue,17,5,3,3,4588.0,2517,2071.0,1.525,2442,62,0.632,0.549 +713630733,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,24,5,3,3,5712.0,1955,3757.0,0.969,2617,54,0.8,0.342 +717599283,Existing Customer,57,M,0,Doctorate,Married,$60K - $80K,Blue,36,3,1,2,5335.0,1206,4129.0,0.69,1844,49,0.75,0.226 +806407308,Attrited Customer,54,F,3,College,Single,Unknown,Blue,49,6,2,3,13184.0,0,13184.0,1.166,2047,33,0.179,0.0 +712730583,Existing Customer,29,M,0,Uneducated,Married,$60K - $80K,Blue,20,5,2,3,8592.0,1201,7391.0,0.778,1842,50,0.852,0.14 +712142733,Existing Customer,37,F,3,Post-Graduate,Married,Less than $40K,Blue,26,5,3,2,1910.0,1164,746.0,0.744,2028,39,1.053,0.609 +720153258,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,45,6,3,3,6210.0,1083,5127.0,0.621,3095,62,0.59,0.174 +814086333,Existing Customer,36,M,3,College,Married,$40K - $60K,Blue,31,6,2,4,2220.0,1337,883.0,0.768,1685,44,0.375,0.602 +715524708,Existing Customer,49,M,5,Unknown,Single,$40K - $60K,Silver,41,4,2,2,20756.0,1710,19046.0,0.816,1502,31,0.824,0.082 +713307708,Existing Customer,64,F,0,Unknown,Married,$40K - $60K,Blue,55,6,3,2,2895.0,2517,378.0,0.322,1541,37,0.609,0.869 +714069858,Existing Customer,53,M,3,Graduate,Married,$60K - $80K,Blue,36,4,3,2,3539.0,2517,1022.0,0.569,1677,45,0.5,0.711 +712789383,Existing Customer,52,M,1,Graduate,Married,$120K +,Blue,44,6,1,4,9274.0,2097,7177.0,0.776,2048,59,0.639,0.226 +787983633,Existing Customer,35,F,3,Uneducated,Married,Less than $40K,Blue,26,6,1,3,3187.0,2517,670.0,1.214,2072,33,0.833,0.79 +758583708,Attrited Customer,37,F,3,Graduate,Single,Less than $40K,Blue,24,2,1,4,2802.0,2460,342.0,1.029,1406,28,0.077,0.878 +717130383,Existing Customer,50,M,0,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,2334.0,707,1627.0,0.561,1386,30,0.5,0.303 +720770883,Existing Customer,65,F,0,Graduate,Single,Less than $40K,Blue,56,5,3,3,1438.3,0,1438.3,0.76,2249,61,0.564,0.0 +716797758,Existing Customer,53,F,2,Unknown,Married,Less than $40K,Blue,44,3,2,4,3519.0,0,3519.0,0.548,1670,33,0.65,0.0 +713835258,Existing Customer,53,M,1,Unknown,Married,$120K +,Blue,48,3,2,3,3088.0,2083,1005.0,0.633,1561,40,0.538,0.675 +720677733,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Silver,36,6,3,0,34516.0,1002,33514.0,1.345,2579,68,0.7,0.029 +718587858,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,31,3,1,4,11906.0,2032,9874.0,0.465,1642,39,0.625,0.171 +710263608,Existing Customer,53,F,3,High School,Married,Unknown,Blue,36,4,2,4,11098.0,821,10277.0,0.896,2156,46,0.586,0.074 +715055433,Existing Customer,36,M,3,Uneducated,Married,$60K - $80K,Blue,22,6,3,4,2224.0,1772,452.0,0.81,2004,44,0.419,0.797 +715498308,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,36,4,3,4,3454.0,1603,1851.0,1.078,1575,41,0.519,0.464 +708099183,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,4,2,2,5723.0,1873,3850.0,0.851,2732,63,0.853,0.327 +716452908,Existing Customer,36,F,1,Unknown,Single,Less than $40K,Blue,36,4,2,3,9239.0,1421,7818.0,0.823,2246,44,0.833,0.154 +789959283,Existing Customer,39,M,2,College,Single,$80K - $120K,Blue,24,4,3,2,4061.0,1775,2286.0,0.686,1602,40,0.667,0.437 +713536158,Existing Customer,65,M,1,College,Married,Less than $40K,Blue,56,5,3,2,4189.0,0,4189.0,0.715,1597,31,0.722,0.0 +716750358,Existing Customer,45,F,1,Unknown,Married,Less than $40K,Blue,32,4,1,3,6373.0,1562,4811.0,0.573,3483,82,0.64,0.245 +815299833,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,33,5,2,3,2228.0,1717,511.0,1.625,2334,61,0.848,0.771 +721003008,Attrited Customer,36,F,4,Graduate,Married,Less than $40K,Blue,24,3,2,2,3261.0,2517,744.0,0.378,856,18,0.059,0.772 +779883933,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,24,3,3,2,8014.0,1402,6612.0,0.873,1596,34,0.789,0.175 +716612958,Existing Customer,35,F,2,College,Married,$40K - $60K,Blue,29,6,1,3,10980.0,1726,9254.0,0.856,1830,36,0.636,0.157 +715859058,Existing Customer,54,M,3,Post-Graduate,Married,$120K +,Blue,42,6,3,4,3092.0,2165,927.0,0.676,1369,37,0.542,0.7 +772031733,Existing Customer,40,M,4,Graduate,Single,$80K - $120K,Blue,29,5,1,2,14315.0,690,13625.0,1.32,2603,56,0.806,0.048 +720668358,Existing Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,46,3,3,3,1648.0,997,651.0,0.776,1776,36,0.565,0.605 +778708533,Attrited Customer,26,F,0,High School,Single,$40K - $60K,Blue,13,2,2,4,1730.0,1616,114.0,0.331,869,27,0.286,0.934 +719649408,Existing Customer,46,M,2,High School,Married,$60K - $80K,Blue,35,6,3,3,13768.0,763,13005.0,0.712,1390,44,0.76,0.055 +715457658,Existing Customer,29,F,1,Graduate,Married,Unknown,Blue,19,3,3,4,1709.0,1465,244.0,0.558,1757,48,0.548,0.857 +711934308,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,19,5,2,3,1705.0,0,1705.0,0.604,3342,62,0.824,0.0 +781326483,Existing Customer,31,M,0,Graduate,Divorced,$60K - $80K,Blue,25,6,1,2,8673.0,0,8673.0,0.876,2457,58,0.933,0.0 +712557708,Existing Customer,35,M,1,High School,Married,$60K - $80K,Blue,21,5,2,2,6391.0,2317,4074.0,0.831,2274,61,1.033,0.363 +789187908,Existing Customer,56,M,2,Uneducated,Married,$80K - $120K,Blue,45,4,2,2,11102.0,1946,9156.0,0.625,1448,36,1.0,0.175 +773297508,Existing Customer,34,M,3,College,Married,$80K - $120K,Blue,28,3,1,3,24765.0,1999,22766.0,1.013,1544,36,0.714,0.081 +716529258,Existing Customer,42,M,4,Doctorate,Married,$80K - $120K,Blue,27,5,3,4,31864.0,0,31864.0,1.009,1591,35,0.75,0.0 +708242283,Existing Customer,29,M,1,College,Single,$60K - $80K,Blue,36,5,3,2,5346.0,0,5346.0,0.928,3253,80,0.818,0.0 +789247458,Existing Customer,32,M,0,Graduate,Single,$40K - $60K,Blue,21,6,2,3,2801.0,1472,1329.0,1.027,2467,54,0.8,0.526 +717100833,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,27,6,6,2,3148.0,0,3148.0,0.498,1401,31,0.722,0.0 +716870583,Existing Customer,36,F,3,Unknown,Married,Less than $40K,Blue,36,6,5,3,2786.0,1628,1158.0,1.314,2853,55,0.667,0.584 +719999508,Existing Customer,37,M,3,Unknown,Married,$60K - $80K,Blue,24,3,1,2,11894.0,816,11078.0,1.561,2438,45,0.607,0.069 +721236408,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,29,5,3,3,7535.0,2517,5018.0,0.813,1655,41,0.577,0.334 +720122808,Attrited Customer,52,M,2,High School,Married,$60K - $80K,Silver,35,4,4,3,33180.0,511,32669.0,0.681,797,14,0.273,0.015 +716882658,Existing Customer,62,F,2,Graduate,Married,Less than $40K,Blue,51,6,2,4,2986.0,1632,1354.0,0.883,2141,55,0.667,0.547 +713734758,Existing Customer,35,F,2,Graduate,Married,Unknown,Blue,23,4,2,2,6729.0,2375,4354.0,0.579,2080,50,0.351,0.353 +709085358,Existing Customer,36,M,1,Graduate,Single,$60K - $80K,Blue,36,3,3,4,2601.0,1817,784.0,0.663,2542,67,0.675,0.699 +715785933,Existing Customer,54,M,3,College,Married,$80K - $120K,Blue,45,4,3,0,3380.0,1655,1725.0,0.636,1636,58,0.706,0.49 +717159858,Existing Customer,27,M,1,High School,Single,$60K - $80K,Blue,18,5,2,2,2730.0,1351,1379.0,0.623,2319,61,0.743,0.495 +713259858,Attrited Customer,26,M,0,High School,Single,$40K - $60K,Blue,15,3,1,3,3324.0,0,3324.0,0.537,982,22,0.692,0.0 +787516908,Existing Customer,56,F,2,Graduate,Married,Less than $40K,Blue,45,4,3,3,2665.0,1844,821.0,0.554,1880,58,0.758,0.692 +711145008,Existing Customer,60,F,1,Graduate,Married,$40K - $60K,Blue,47,4,3,2,5015.0,2053,2962.0,0.442,1325,29,0.381,0.409 +715013733,Existing Customer,54,M,4,Graduate,Married,$60K - $80K,Blue,36,4,3,3,6905.0,2303,4602.0,0.712,1370,25,0.786,0.334 +717098208,Existing Customer,48,M,3,Unknown,Married,$80K - $120K,Blue,41,5,2,2,5848.0,950,4898.0,0.726,1961,51,0.545,0.162 +737982408,Existing Customer,33,M,1,College,Single,$80K - $120K,Blue,26,4,3,4,19136.0,1608,17528.0,0.728,2501,55,0.528,0.084 +713216883,Existing Customer,64,F,0,Unknown,Married,Less than $40K,Blue,55,4,3,4,3500.0,1904,1596.0,1.182,2003,41,0.952,0.544 +709361058,Existing Customer,35,M,2,Graduate,Married,$60K - $80K,Blue,24,5,1,3,7453.0,0,7453.0,0.712,1691,47,0.516,0.0 +710312658,Existing Customer,54,F,2,Unknown,Married,Less than $40K,Blue,43,4,3,3,6266.0,1819,4447.0,0.744,1456,27,1.077,0.29 +773383158,Existing Customer,29,F,1,College,Single,Less than $40K,Blue,23,4,3,4,4945.0,0,4945.0,1.033,2743,69,0.769,0.0 +716053083,Attrited Customer,33,M,2,Graduate,Married,$120K +,Blue,21,2,2,4,27992.0,0,27992.0,0.433,837,18,1.0,0.0 +717667833,Existing Customer,34,M,1,Graduate,Married,$40K - $60K,Blue,36,6,2,3,3735.0,1285,2450.0,1.034,1877,33,1.2,0.344 +716998608,Existing Customer,48,M,3,Graduate,Unknown,$60K - $80K,Blue,36,3,3,2,6703.0,1252,5451.0,0.625,1843,44,0.63,0.187 +772086408,Existing Customer,38,M,3,High School,Single,$80K - $120K,Blue,27,4,1,4,6162.0,943,5219.0,0.484,1527,35,0.207,0.153 +708597558,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,36,4,4,3,3337.0,795,2542.0,0.524,3951,68,0.619,0.238 +718011783,Existing Customer,55,M,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,2205.0,1337,868.0,0.65,1591,38,0.727,0.606 +714360033,Existing Customer,62,M,1,High School,Married,$40K - $60K,Blue,43,5,1,3,4450.0,1444,3006.0,0.465,1326,44,0.419,0.324 +811005858,Existing Customer,33,F,0,Unknown,Married,Less than $40K,Blue,28,4,2,4,1438.3,0,1438.3,0.916,2914,70,0.591,0.0 +794485158,Existing Customer,38,M,2,Unknown,Married,$80K - $120K,Blue,18,6,1,2,2172.0,1475,697.0,1.158,2447,46,1.3,0.679 +708513183,Existing Customer,39,M,1,Uneducated,Married,$40K - $60K,Blue,29,4,2,2,4323.0,1267,3056.0,1.102,3078,58,0.611,0.293 +719353158,Existing Customer,56,M,1,College,Married,$80K - $120K,Blue,45,5,1,3,4145.0,1468,2677.0,0.579,1238,36,0.5,0.354 +711436083,Existing Customer,36,M,1,Graduate,Married,Less than $40K,Blue,18,6,3,3,2032.0,1003,1029.0,1.005,2454,46,0.586,0.494 +780374133,Existing Customer,29,M,1,College,Single,$80K - $120K,Blue,19,5,3,3,7010.0,2103,4907.0,1.007,2413,48,1.087,0.3 +739117233,Existing Customer,57,M,3,High School,Married,$120K +,Blue,50,3,3,2,3205.0,1530,1675.0,0.673,2126,58,0.657,0.477 +708486033,Existing Customer,55,F,3,Post-Graduate,Married,Unknown,Blue,36,3,2,3,16547.0,1521,15026.0,0.555,1782,48,0.333,0.092 +795237183,Existing Customer,51,F,2,Graduate,Married,$40K - $60K,Blue,45,3,2,4,5930.0,0,5930.0,1.19,2041,32,0.684,0.0 +788788758,Existing Customer,57,F,3,College,Single,Unknown,Blue,39,4,1,2,7469.0,1752,5717.0,0.923,2050,46,0.917,0.235 +709635858,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,45,6,2,3,2235.0,0,2235.0,0.556,1229,27,0.35,0.0 +789701658,Existing Customer,26,M,0,College,Single,$40K - $60K,Blue,13,5,2,2,2047.0,1196,851.0,0.623,2180,33,0.941,0.584 +713484483,Existing Customer,36,F,4,Uneducated,Single,Unknown,Silver,21,3,1,2,34516.0,907,33609.0,0.572,2298,55,0.719,0.026 +711954558,Existing Customer,53,F,3,Graduate,Married,$40K - $60K,Blue,44,3,3,4,2636.0,2357,279.0,0.654,1333,34,0.545,0.894 +712655583,Existing Customer,41,M,3,Graduate,Married,$40K - $60K,Blue,32,3,3,2,6425.0,915,5510.0,0.958,2036,44,0.692,0.142 +779686683,Existing Customer,26,F,0,Post-Graduate,Single,Less than $40K,Blue,13,5,3,2,2902.0,1668,1234.0,0.621,2088,34,0.478,0.575 +711226758,Existing Customer,51,F,1,College,Divorced,Less than $40K,Blue,42,3,2,3,4002.0,1669,2333.0,0.702,2024,53,1.12,0.417 +713241033,Existing Customer,34,M,0,Graduate,Married,$60K - $80K,Blue,26,4,3,3,5175.0,977,4198.0,1.705,2405,49,0.885,0.189 +788754108,Existing Customer,65,F,1,Unknown,Single,$40K - $60K,Blue,48,4,2,4,4599.0,637,3962.0,0.622,2608,78,0.592,0.139 +717013383,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,43,4,3,4,31258.0,1518,29740.0,0.917,2866,53,0.893,0.049 +712634133,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,45,5,2,4,2683.0,1671,1012.0,0.784,1406,37,0.423,0.623 +709537683,Attrited Customer,37,M,3,College,Married,$80K - $120K,Blue,30,3,4,3,11638.0,926,10712.0,0.262,563,15,0.364,0.08 +778627983,Existing Customer,40,F,3,Graduate,Married,Unknown,Blue,20,3,1,3,1829.0,1140,689.0,0.325,1610,49,0.4,0.623 +720241758,Existing Customer,55,M,0,Doctorate,Married,$80K - $120K,Blue,36,3,1,3,8276.0,1671,6605.0,0.359,1409,25,0.25,0.202 +720814233,Existing Customer,45,M,4,High School,Unknown,$80K - $120K,Blue,34,4,3,3,23539.0,1261,22278.0,0.484,1485,38,0.462,0.054 +785080308,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,31,5,3,3,2352.0,0,2352.0,1.467,2344,48,0.92,0.0 +713358633,Existing Customer,30,M,1,Graduate,Single,$60K - $80K,Blue,36,6,1,2,11371.0,1015,10356.0,1.483,2768,68,0.889,0.089 +720392433,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,36,6,6,2,2857.0,2517,340.0,0.871,1869,47,0.567,0.881 +720282558,Existing Customer,36,M,2,Graduate,Single,$80K - $120K,Silver,27,5,2,4,34516.0,1568,32948.0,0.878,2873,73,0.659,0.045 +821370858,Existing Customer,39,M,1,Graduate,Married,$40K - $60K,Blue,35,5,3,4,6690.0,1884,4806.0,0.791,1734,39,0.625,0.282 +799249833,Existing Customer,34,M,2,Graduate,Single,Less than $40K,Blue,28,5,1,4,4439.0,844,3595.0,0.863,2858,71,0.69,0.19 +713016633,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,36,4,3,2,5344.0,1582,3762.0,0.537,1984,36,1.0,0.296 +814471983,Existing Customer,42,M,3,High School,Divorced,$80K - $120K,Blue,37,6,3,3,27310.0,0,27310.0,0.919,1537,41,1.05,0.0 +779612808,Existing Customer,61,M,1,Graduate,Married,$40K - $60K,Blue,50,6,2,4,2531.0,2360,171.0,0.955,1263,35,0.591,0.932 +716692683,Existing Customer,31,M,1,College,Single,$40K - $60K,Blue,22,4,1,3,9096.0,0,9096.0,0.768,2318,54,0.688,0.0 +790145733,Attrited Customer,40,M,3,College,Single,$80K - $120K,Silver,33,1,3,4,34516.0,0,34516.0,0.927,1112,26,0.368,0.0 +716038533,Existing Customer,42,F,3,Graduate,Unknown,Less than $40K,Blue,32,3,1,2,7169.0,902,6267.0,0.834,1438,35,0.591,0.126 +714421233,Existing Customer,54,F,0,Graduate,Married,Less than $40K,Blue,36,5,3,4,5399.0,1723,3676.0,0.765,1292,34,0.889,0.319 +709783908,Existing Customer,52,F,3,Unknown,Married,Less than $40K,Blue,47,6,3,2,2280.0,1170,1110.0,0.603,1924,50,0.667,0.513 +812788233,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,21,4,1,4,6315.0,1305,5010.0,0.542,2205,43,0.265,0.207 +772452783,Existing Customer,43,M,3,Unknown,Married,$40K - $60K,Blue,33,6,1,2,4402.0,1640,2762.0,0.719,1774,46,1.0,0.373 +714002658,Existing Customer,49,M,2,Unknown,Married,$120K +,Blue,34,5,4,2,27732.0,1623,26109.0,0.452,1413,31,0.722,0.059 +713464983,Existing Customer,45,F,2,Graduate,Unknown,$40K - $60K,Blue,36,4,3,4,4947.0,1053,3894.0,1.195,3479,76,0.81,0.213 +713910108,Existing Customer,38,M,1,Graduate,Married,$80K - $120K,Blue,28,3,2,3,3946.0,2375,1571.0,0.921,1646,43,0.536,0.602 +808169358,Existing Customer,57,M,2,Uneducated,Single,$40K - $60K,Blue,52,5,3,4,12291.0,2289,10002.0,0.685,1683,50,0.471,0.186 +714013083,Existing Customer,63,F,2,Graduate,Married,$40K - $60K,Blue,53,4,2,4,3067.0,1874,1193.0,0.791,1420,32,0.455,0.611 +715381533,Existing Customer,42,F,4,Post-Graduate,Single,Less than $40K,Blue,36,6,2,3,1438.3,674,764.3,1.769,2451,55,1.292,0.469 +717678408,Existing Customer,61,F,1,Doctorate,Married,$40K - $60K,Blue,47,4,2,4,8633.0,2517,6116.0,0.681,2066,51,0.457,0.292 +719143308,Existing Customer,37,M,2,Unknown,Single,$40K - $60K,Blue,28,4,4,3,2394.0,0,2394.0,1.059,2805,85,0.667,0.0 +711509658,Attrited Customer,61,M,2,Graduate,Married,$120K +,Blue,49,3,0,4,11374.0,2517,8857.0,1.015,1088,26,1.167,0.221 +757481283,Existing Customer,35,M,3,College,Married,$60K - $80K,Blue,28,4,3,4,6921.0,2159,4762.0,0.895,1931,35,0.75,0.312 +808681158,Existing Customer,57,M,0,Graduate,Married,$80K - $120K,Blue,52,4,6,4,2564.0,2379,185.0,0.358,1343,35,0.296,0.928 +718867683,Existing Customer,64,M,1,Unknown,Married,Less than $40K,Blue,55,4,3,4,2720.0,1904,816.0,0.634,1613,43,0.344,0.7 +714618333,Existing Customer,39,F,2,Doctorate,Married,Unknown,Blue,36,3,2,4,9843.0,2154,7689.0,0.733,1402,35,0.667,0.219 +794562783,Existing Customer,28,F,0,Unknown,Single,Unknown,Blue,13,5,3,2,21691.0,661,21030.0,0.767,2534,51,0.962,0.03 +708208758,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,45,6,3,2,1826.0,883,943.0,0.953,2199,48,1.0,0.484 +794504658,Existing Customer,39,M,1,Unknown,Married,$60K - $80K,Blue,24,6,3,0,5746.0,1829,3917.0,0.649,1562,44,0.913,0.318 +714772758,Existing Customer,35,F,3,Graduate,Married,Less than $40K,Blue,27,6,2,4,2926.0,1346,1580.0,0.834,1851,48,0.455,0.46 +713830233,Existing Customer,47,F,5,High School,Married,$40K - $60K,Blue,36,5,3,2,7061.0,1813,5248.0,0.744,1831,60,0.5,0.257 +713577483,Existing Customer,47,M,4,Unknown,Married,$80K - $120K,Blue,35,3,3,4,5589.0,1430,4159.0,0.632,1570,31,0.722,0.256 +814513008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,33,5,3,3,9620.0,2033,7587.0,0.667,1735,43,0.387,0.211 +712765158,Existing Customer,26,F,1,High School,Single,Less than $40K,Blue,15,5,3,3,2539.0,2162,377.0,0.635,2386,47,0.382,0.852 +714411108,Existing Customer,37,F,3,Graduate,Single,Unknown,Blue,28,4,2,3,3642.0,610,3032.0,0.676,2790,68,0.581,0.167 +720231108,Existing Customer,57,M,2,Graduate,Single,Less than $40K,Blue,39,3,4,3,3451.0,0,3451.0,0.744,3031,57,0.676,0.0 +709035708,Existing Customer,38,F,0,Unknown,Married,Less than $40K,Blue,36,4,2,3,1841.0,1246,595.0,0.759,1819,35,0.522,0.677 +720662508,Existing Customer,39,M,1,Graduate,Married,$120K +,Blue,25,6,3,2,5764.0,1529,4235.0,1.356,1972,38,0.52,0.265 +708623283,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,16,6,3,2,18278.0,0,18278.0,0.798,2084,61,1.103,0.0 +813247083,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,33,4,3,2,16059.0,618,15441.0,0.824,1357,26,1.0,0.038 +780078333,Existing Customer,56,M,2,Unknown,Married,$60K - $80K,Blue,41,3,2,2,5887.0,659,5228.0,0.65,1193,26,0.3,0.112 +811915383,Existing Customer,36,M,3,Uneducated,Married,$40K - $60K,Blue,31,6,2,2,3152.0,1986,1166.0,1.328,2530,50,0.724,0.63 +719818983,Attrited Customer,39,M,1,College,Divorced,$80K - $120K,Blue,28,1,3,4,12464.0,0,12464.0,0.864,1195,35,0.522,0.0 +716349183,Existing Customer,58,F,1,Uneducated,Married,Unknown,Blue,36,5,2,3,4784.0,0,4784.0,0.905,2160,54,0.929,0.0 +710067183,Existing Customer,28,M,1,High School,Single,Less than $40K,Blue,36,5,2,3,1950.0,0,1950.0,0.803,2074,81,0.8,0.0 +771234558,Existing Customer,65,F,0,Graduate,Single,Less than $40K,Blue,56,6,3,2,7478.0,0,7478.0,0.847,2213,62,0.771,0.0 +820288233,Existing Customer,26,F,0,Uneducated,Single,Less than $40K,Blue,20,4,3,4,1438.3,0,1438.3,0.764,2731,39,0.5,0.0 +717511533,Existing Customer,28,M,0,Graduate,Single,Less than $40K,Blue,36,4,2,4,1707.0,1191,516.0,0.669,2950,87,0.977,0.698 +711642108,Existing Customer,30,F,1,Uneducated,Married,Unknown,Blue,13,5,2,2,4016.0,917,3099.0,1.246,2572,35,0.591,0.228 +712495233,Existing Customer,31,F,0,Uneducated,Married,Less than $40K,Blue,19,5,3,2,2370.0,1699,671.0,0.889,2411,53,0.656,0.717 +718484283,Existing Customer,57,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,6,1,4,3478.0,2517,961.0,0.685,1409,49,0.75,0.724 +717413658,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,32,6,2,2,1539.0,989,550.0,0.86,1987,47,0.808,0.643 +804668658,Attrited Customer,26,F,0,Uneducated,Single,Less than $40K,Blue,20,3,2,4,1438.3,0,1438.3,0.506,947,20,0.053,0.0 +715934283,Existing Customer,39,F,2,High School,Single,$40K - $60K,Blue,26,6,3,2,3142.0,1639,1503.0,0.986,3046,56,1.154,0.522 +717499083,Existing Customer,35,M,0,Unknown,Single,$60K - $80K,Blue,36,3,1,2,17236.0,0,17236.0,0.958,3013,78,0.696,0.0 +715279683,Existing Customer,52,F,2,Uneducated,Married,$40K - $60K,Blue,36,5,1,4,1438.3,0,1438.3,0.529,1679,39,0.5,0.0 +718971333,Existing Customer,33,M,1,Graduate,Single,$80K - $120K,Blue,20,5,3,2,13206.0,925,12281.0,0.766,2342,51,1.318,0.07 +709219533,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,41,3,1,0,2480.0,1351,1129.0,0.522,1359,36,0.565,0.545 +709150608,Existing Customer,30,F,0,Unknown,Married,Less than $40K,Blue,19,5,1,4,2898.0,0,2898.0,1.154,2632,64,0.778,0.0 +788259558,Existing Customer,59,M,0,Unknown,Married,Less than $40K,Blue,51,5,3,4,1570.0,1028,542.0,0.742,1430,28,1.333,0.655 +802464033,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,56,6,3,3,4460.0,1262,3198.0,0.898,1877,41,0.783,0.283 +712757808,Existing Customer,33,F,2,Uneducated,Married,Less than $40K,Blue,22,4,2,4,1544.0,0,1544.0,0.677,1731,40,0.739,0.0 +714457083,Existing Customer,52,F,2,High School,Married,Unknown,Blue,44,6,3,2,3456.0,2219,1237.0,0.636,1332,24,0.5,0.642 +713413758,Existing Customer,26,F,1,College,Single,Unknown,Blue,16,4,3,3,2751.0,1599,1152.0,0.694,2270,44,0.333,0.581 +708741633,Existing Customer,52,M,4,High School,Married,$60K - $80K,Blue,44,6,3,4,4153.0,0,4153.0,0.434,1771,41,0.367,0.0 +714043833,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,4,3685.0,1396,2289.0,0.974,3016,85,0.809,0.379 +789577833,Existing Customer,56,M,2,Graduate,Married,$120K +,Blue,49,4,1,4,8902.0,1932,6970.0,0.781,969,29,1.071,0.217 +787570758,Existing Customer,35,M,2,Uneducated,Married,$120K +,Blue,26,3,3,4,2944.0,1596,1348.0,0.737,2070,44,0.467,0.542 +720371733,Existing Customer,58,F,0,Graduate,Married,Less than $40K,Blue,47,5,3,2,2232.0,786,1446.0,0.435,1395,39,0.345,0.352 +819117183,Existing Customer,34,F,3,Unknown,Married,$40K - $60K,Blue,29,3,2,4,1569.0,909,660.0,1.288,2169,48,1.182,0.579 +711776433,Existing Customer,37,M,3,Uneducated,Single,$80K - $120K,Blue,26,4,2,2,23622.0,1153,22469.0,0.666,2574,65,0.625,0.049 +709583133,Existing Customer,53,M,3,Uneducated,Married,$40K - $60K,Blue,40,6,3,3,3326.0,1442,1884.0,0.711,1627,54,1.077,0.434 +719521983,Existing Customer,38,M,2,Uneducated,Married,$40K - $60K,Blue,31,4,3,3,6116.0,1698,4418.0,0.937,1592,32,1.0,0.278 +718415133,Existing Customer,38,M,1,Uneducated,Married,$80K - $120K,Blue,25,6,1,3,11352.0,0,11352.0,1.324,1601,34,1.125,0.0 +710594358,Existing Customer,28,F,0,Unknown,Single,Less than $40K,Silver,36,4,3,4,14910.0,873,14037.0,0.737,2560,72,0.674,0.059 +709730508,Existing Customer,39,F,0,High School,Single,Unknown,Blue,27,6,3,3,17531.0,0,17531.0,0.8,4563,61,0.743,0.0 +720462633,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,29,3,2,3,4138.0,643,3495.0,0.681,1827,49,0.581,0.155 +715005558,Existing Customer,36,M,2,College,Single,$80K - $120K,Blue,36,6,2,2,8374.0,2147,6227.0,1.113,2472,65,1.167,0.256 +779993208,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,28,3,3,3,7049.0,0,7049.0,0.988,1475,27,1.7,0.0 +787543008,Existing Customer,37,M,1,Graduate,Single,$40K - $60K,Blue,27,5,3,4,3851.0,1695,2156.0,0.717,2349,61,0.968,0.44 +743265108,Existing Customer,37,M,4,College,Single,$60K - $80K,Blue,30,5,1,4,15936.0,827,15109.0,1.085,2477,49,1.042,0.052 +713770383,Existing Customer,29,F,0,Uneducated,Divorced,Less than $40K,Blue,19,5,4,4,2926.0,0,2926.0,0.84,2775,74,1.114,0.0 +712392108,Existing Customer,51,M,3,High School,Married,$60K - $80K,Blue,36,3,2,4,10305.0,691,9614.0,0.485,1451,25,0.667,0.067 +720145683,Existing Customer,54,M,1,College,Married,$60K - $80K,Blue,42,3,2,2,2987.0,2517,470.0,0.479,1617,35,0.75,0.843 +714832383,Existing Customer,35,M,0,High School,Single,$80K - $120K,Gold,29,6,2,3,34516.0,1965,32551.0,1.044,2949,70,1.0,0.057 +772706283,Existing Customer,38,F,2,College,Married,$40K - $60K,Blue,28,3,3,4,6275.0,1579,4696.0,0.996,1585,43,0.72,0.252 +795920358,Existing Customer,33,F,2,High School,Married,Less than $40K,Blue,27,3,2,3,7185.0,0,7185.0,1.504,2679,45,0.8,0.0 +716277558,Existing Customer,45,F,1,Uneducated,Single,Less than $40K,Blue,36,4,3,4,3281.0,1961,1320.0,0.744,1779,47,0.808,0.598 +764776833,Existing Customer,61,M,0,Graduate,Married,$40K - $60K,Blue,54,3,3,2,3077.0,1646,1431.0,0.456,1523,30,0.579,0.535 +710795883,Existing Customer,33,F,3,Uneducated,Married,Less than $40K,Blue,16,6,1,4,2042.0,1864,178.0,1.318,2758,50,0.852,0.913 +710428308,Existing Customer,55,M,4,High School,Single,$60K - $80K,Blue,51,4,1,4,2001.0,1553,448.0,0.482,1910,51,0.7,0.776 +721096983,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,36,4,3,4,3625.0,2517,1108.0,1.158,2616,46,1.3,0.694 +715760733,Existing Customer,58,M,4,High School,Married,$40K - $60K,Blue,47,6,3,4,7803.0,1885,5918.0,0.531,1199,25,0.316,0.242 +718227033,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,30,3,1,2,5951.0,1702,4249.0,1.264,2565,53,0.71,0.286 +720610008,Attrited Customer,59,M,1,College,Married,$120K +,Blue,50,1,5,4,15796.0,812,14984.0,0.719,1339,23,0.15,0.051 +719517258,Existing Customer,57,M,4,Unknown,Single,$80K - $120K,Blue,36,5,3,4,7558.0,1364,6194.0,0.719,3676,67,0.558,0.18 +714111333,Existing Customer,55,M,1,High School,Married,$60K - $80K,Blue,46,6,1,3,5381.0,0,5381.0,0.746,1910,38,1.0,0.0 +717551358,Existing Customer,63,M,0,Graduate,Married,$60K - $80K,Blue,55,4,1,4,3556.0,2517,1039.0,0.983,2279,56,0.6,0.708 +813573333,Existing Customer,60,M,1,High School,Married,Less than $40K,Blue,55,5,1,4,2661.0,1466,1195.0,0.631,1354,25,0.316,0.551 +711709683,Existing Customer,53,F,2,Uneducated,Married,Less than $40K,Blue,36,6,1,4,3506.0,1405,2101.0,0.766,1999,48,0.655,0.401 +712902483,Existing Customer,35,M,3,High School,Married,$60K - $80K,Blue,24,3,2,2,2066.0,1699,367.0,0.624,1895,43,0.536,0.822 +710893533,Existing Customer,53,M,1,Unknown,Married,$120K +,Blue,42,4,1,4,8329.0,877,7452.0,0.432,1570,56,0.333,0.105 +719883858,Existing Customer,58,M,2,Graduate,Married,Less than $40K,Blue,48,4,1,0,2774.0,0,2774.0,0.721,1258,33,0.435,0.0 +719628033,Existing Customer,33,F,1,Post-Graduate,Married,Unknown,Blue,36,5,3,3,4134.0,1130,3004.0,1.222,2475,52,0.926,0.273 +712043433,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,36,5,2,2,11329.0,1180,10149.0,0.648,1213,33,0.571,0.104 +769095558,Existing Customer,59,M,1,Doctorate,Single,$60K - $80K,Blue,53,3,2,2,9055.0,1560,7495.0,0.696,1755,45,0.8,0.172 +816094233,Existing Customer,37,M,1,High School,Married,$120K +,Blue,32,6,2,2,17393.0,1409,15984.0,0.608,1692,38,0.652,0.081 +758417508,Existing Customer,50,F,4,High School,Divorced,Less than $40K,Blue,43,6,3,4,5908.0,0,5908.0,0.822,3313,72,0.756,0.0 +721234308,Existing Customer,35,F,2,Uneducated,Married,Less than $40K,Blue,21,6,2,3,5825.0,1815,4010.0,1.132,2820,62,0.879,0.312 +717138558,Existing Customer,28,M,0,Post-Graduate,Married,$40K - $60K,Blue,16,5,1,3,3665.0,0,3665.0,0.737,1813,31,0.409,0.0 +798120858,Existing Customer,37,M,3,Uneducated,Married,$80K - $120K,Blue,31,4,2,2,3797.0,1425,2372.0,1.505,2555,44,0.833,0.375 +709997958,Existing Customer,39,M,3,Graduate,Married,$40K - $60K,Blue,28,4,3,4,3478.0,0,3478.0,0.65,2133,54,0.543,0.0 +712617408,Existing Customer,31,M,1,Post-Graduate,Single,$40K - $60K,Blue,20,5,3,3,13734.0,0,13734.0,0.855,2566,74,0.762,0.0 +720158208,Existing Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,23,4,3,2,3034.0,2167,867.0,0.711,2058,49,0.485,0.714 +716548083,Existing Customer,39,M,4,Graduate,Married,Less than $40K,Blue,32,4,1,4,2973.0,2360,613.0,1.257,2593,57,0.781,0.794 +717631008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,31,4,1,2,24296.0,0,24296.0,0.781,1886,48,0.5,0.0 +813964383,Existing Customer,35,M,3,Graduate,Single,$40K - $60K,Blue,30,3,1,3,8969.0,1226,7743.0,0.84,2568,59,0.735,0.137 +719952408,Existing Customer,30,M,0,Graduate,Married,Less than $40K,Blue,36,3,3,2,2550.0,1623,927.0,0.65,1870,51,0.275,0.636 +771028533,Attrited Customer,48,F,3,Post-Graduate,Married,Less than $40K,Silver,35,5,1,3,10357.0,0,10357.0,0.506,911,25,0.19,0.0 +771823308,Existing Customer,33,F,2,Uneducated,Unknown,Less than $40K,Blue,21,5,1,4,1475.0,986,489.0,0.896,1896,33,0.833,0.668 +719854008,Existing Customer,47,M,3,Unknown,Single,$40K - $60K,Blue,36,3,6,2,5154.0,1407,3747.0,0.666,1694,32,0.778,0.273 +713998233,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,6,2,4,3586.0,1414,2172.0,0.745,2780,57,0.727,0.394 +714746358,Existing Customer,38,M,3,Unknown,Married,$60K - $80K,Blue,28,3,1,2,4646.0,1680,2966.0,1.238,2234,35,0.667,0.362 +713574708,Existing Customer,39,M,3,College,Single,$40K - $60K,Blue,28,6,2,2,1640.0,1177,463.0,0.695,3124,66,0.784,0.718 +714753258,Existing Customer,34,M,2,Unknown,Married,$60K - $80K,Blue,36,5,2,4,2379.0,1982,397.0,1.194,2966,50,1.381,0.833 +712004208,Existing Customer,65,M,0,Graduate,Single,Less than $40K,Blue,56,3,3,2,3422.0,0,3422.0,0.929,1973,59,0.686,0.0 +719621958,Existing Customer,43,M,3,Graduate,Unknown,$60K - $80K,Blue,28,3,2,3,4365.0,0,4365.0,0.32,1720,40,0.379,0.0 +819610908,Attrited Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,33,1,4,4,32938.0,2089,30849.0,0.72,1137,26,0.238,0.063 +823948308,Existing Customer,48,M,4,Post-Graduate,Unknown,$40K - $60K,Blue,44,6,2,4,6710.0,1942,4768.0,0.777,1727,37,0.85,0.289 +712064358,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,36,6,3,4,2507.0,1544,963.0,0.906,1999,34,0.789,0.616 +816013383,Attrited Customer,65,F,0,Graduate,Divorced,Less than $40K,Blue,56,3,6,3,6184.0,0,6184.0,1.016,1712,27,0.286,0.0 +758765808,Existing Customer,36,F,2,Unknown,Married,Less than $40K,Blue,29,6,3,4,2029.0,1190,839.0,0.628,1802,40,0.481,0.586 +780881358,Existing Customer,35,M,3,Graduate,Single,$40K - $60K,Silver,17,6,3,2,16659.0,0,16659.0,1.012,2551,74,0.609,0.0 +709422183,Existing Customer,58,F,1,Graduate,Married,Less than $40K,Blue,46,4,2,2,2203.0,1394,809.0,0.57,1788,45,0.364,0.633 +779951058,Existing Customer,54,F,3,High School,Married,Unknown,Blue,38,4,2,4,5122.0,1642,3480.0,0.935,1908,39,0.696,0.321 +809941233,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,48,4,1,3,3074.0,2390,684.0,0.421,1377,38,0.583,0.777 +710844408,Existing Customer,38,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,4,3,2,2584.0,0,2584.0,0.593,1843,28,0.647,0.0 +819002508,Existing Customer,31,M,1,Unknown,Single,$40K - $60K,Blue,26,4,1,2,2037.0,0,2037.0,0.88,2563,64,0.641,0.0 +807141183,Existing Customer,34,M,1,Graduate,Married,$120K +,Blue,29,4,3,2,14938.0,1412,13526.0,0.677,1930,36,0.636,0.095 +711119358,Existing Customer,38,M,3,Unknown,Married,$60K - $80K,Blue,31,6,1,2,2014.0,896,1118.0,1.055,2460,52,0.857,0.445 +808273533,Attrited Customer,39,M,2,High School,Single,$60K - $80K,Blue,34,3,4,3,1818.0,0,1818.0,0.651,2054,55,0.774,0.0 +716297658,Existing Customer,37,M,2,Graduate,Single,$80K - $120K,Blue,36,4,1,4,14926.0,0,14926.0,0.635,2405,55,0.667,0.0 +716532258,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,43,4,3,2,2827.0,1308,1519.0,0.79,3291,55,0.618,0.463 +720540708,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,42,3,2,4,2773.0,1507,1266.0,1.06,1197,25,1.083,0.543 +720904233,Existing Customer,53,M,0,Graduate,Married,$80K - $120K,Blue,41,3,3,2,16033.0,560,15473.0,0.963,1158,31,1.067,0.035 +720863133,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,54,5,3,4,3213.0,2517,696.0,0.507,1855,39,0.773,0.783 +714957108,Existing Customer,33,F,3,High School,Divorced,Less than $40K,Blue,26,5,1,3,3616.0,0,3616.0,0.912,3133,72,1.0,0.0 +790102008,Existing Customer,37,M,3,Doctorate,Single,$60K - $80K,Blue,30,6,1,3,5924.0,1023,4901.0,0.765,3305,80,0.778,0.173 +781933983,Existing Customer,47,M,4,Graduate,Married,$40K - $60K,Blue,41,5,3,4,14535.0,0,14535.0,0.711,2970,76,0.689,0.0 +712643358,Existing Customer,59,F,0,High School,Married,Less than $40K,Blue,49,6,2,4,2833.0,1609,1224.0,0.78,1335,23,1.3,0.568 +716686158,Existing Customer,59,F,0,Post-Graduate,Married,Less than $40K,Blue,49,5,2,3,1479.0,601,878.0,0.607,1621,32,0.6,0.406 +806894133,Existing Customer,34,F,3,Post-Graduate,Single,Unknown,Blue,29,3,1,4,1617.0,1347,270.0,0.73,2546,55,0.719,0.833 +721344858,Existing Customer,26,M,0,Uneducated,Single,Less than $40K,Blue,13,4,4,4,2237.0,451,1786.0,0.837,2192,36,0.44,0.202 +813230208,Existing Customer,45,M,4,College,Single,$120K +,Blue,40,3,3,3,2900.0,1782,1118.0,1.351,4686,64,0.561,0.614 +716835033,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,45,4,3,2,13126.0,2086,11040.0,0.659,1836,37,0.762,0.159 +787500333,Existing Customer,52,M,2,Post-Graduate,Single,$80K - $120K,Blue,40,6,1,3,8695.0,1407,7288.0,0.634,2030,58,0.706,0.162 +768582033,Existing Customer,47,M,3,High School,Married,$40K - $60K,Blue,41,6,3,4,6692.0,1897,4795.0,1.035,3902,76,0.689,0.283 +713992158,Existing Customer,57,F,4,Unknown,Married,Less than $40K,Blue,36,3,1,2,2159.0,1004,1155.0,0.603,1353,30,0.111,0.465 +719916408,Existing Customer,34,M,5,Graduate,Married,$60K - $80K,Blue,27,5,2,2,2501.0,1909,592.0,0.956,1850,34,1.125,0.763 +789433758,Existing Customer,36,M,0,College,Married,$80K - $120K,Blue,27,3,3,2,6338.0,2379,3959.0,0.624,1715,39,0.5,0.375 +785011383,Attrited Customer,36,F,0,Uneducated,Divorced,$40K - $60K,Blue,30,1,3,4,2190.0,0,2190.0,0.908,1412,38,0.583,0.0 +719283633,Existing Customer,57,F,3,Uneducated,Married,$40K - $60K,Blue,49,4,2,3,7578.0,1628,5950.0,0.721,1325,29,1.231,0.215 +710816358,Existing Customer,29,M,1,Post-Graduate,Married,Less than $40K,Blue,18,4,3,2,2963.0,1466,1497.0,1.378,2523,48,0.846,0.495 +779653458,Existing Customer,37,M,3,Graduate,Married,$80K - $120K,Blue,20,3,3,3,8260.0,2077,6183.0,1.167,2323,47,0.621,0.251 +716382708,Attrited Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,3,4,3,8309.0,858,7451.0,0.888,1165,35,0.4,0.103 +710387583,Existing Customer,55,M,0,High School,Married,$80K - $120K,Blue,35,5,1,4,3864.0,1901,1963.0,0.289,1018,32,0.391,0.492 +718772133,Existing Customer,56,M,3,Graduate,Married,$80K - $120K,Blue,47,6,3,3,10230.0,1082,9148.0,0.658,1484,34,0.545,0.106 +711224733,Attrited Customer,32,M,0,High School,Married,$120K +,Blue,27,3,3,4,22382.0,0,22382.0,0.418,695,10,0.25,0.0 +718360083,Existing Customer,39,M,4,Uneducated,Married,$120K +,Blue,36,6,3,2,25790.0,1798,23992.0,0.973,2443,70,0.556,0.07 +716102583,Existing Customer,63,F,1,Graduate,Married,Less than $40K,Blue,53,6,1,3,2675.0,2517,158.0,0.957,1959,56,1.0,0.941 +720673008,Existing Customer,49,F,3,Unknown,Divorced,Less than $40K,Blue,38,3,3,4,1652.0,812,840.0,0.548,1771,47,0.516,0.492 +708459633,Existing Customer,38,M,2,High School,Married,$60K - $80K,Blue,26,4,1,3,5815.0,1698,4117.0,0.896,1604,42,0.448,0.292 +712868733,Existing Customer,60,M,0,Uneducated,Married,Less than $40K,Blue,52,5,1,2,2595.0,2189,406.0,0.276,1562,27,0.174,0.844 +713790708,Existing Customer,38,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,2,3,3421.0,2308,1113.0,2.037,2269,39,1.053,0.675 +717648783,Existing Customer,63,M,2,High School,Married,$80K - $120K,Blue,51,4,2,3,6922.0,1704,5218.0,0.278,1449,28,0.217,0.246 +714709983,Existing Customer,43,F,2,College,Married,Less than $40K,Blue,36,6,2,4,6979.0,898,6081.0,0.565,1665,44,0.375,0.129 +819409608,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,34,4,3,4,2594.0,0,2594.0,0.526,1457,43,0.387,0.0 +717585858,Existing Customer,35,F,4,High School,Single,Unknown,Blue,24,5,2,4,16915.0,1679,15236.0,0.834,2795,55,0.833,0.099 +791856033,Attrited Customer,45,M,2,College,Divorced,$80K - $120K,Blue,39,3,4,4,34516.0,0,34516.0,1.014,1041,27,0.35,0.0 +714474483,Existing Customer,35,F,1,Graduate,Married,$40K - $60K,Blue,29,4,2,2,2523.0,1877,646.0,1.631,2005,50,1.174,0.744 +716448783,Attrited Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,39,2,4,3,6235.0,0,6235.0,0.848,1225,34,0.478,0.0 +711065133,Existing Customer,26,M,1,High School,Single,$40K - $60K,Blue,13,6,2,4,1473.0,0,1473.0,0.813,2099,39,0.857,0.0 +713769258,Existing Customer,36,M,3,College,Married,$120K +,Blue,26,3,2,3,17116.0,939,16177.0,1.575,2547,45,0.731,0.055 +712288158,Existing Customer,37,M,2,College,Married,$80K - $120K,Blue,17,5,3,2,4631.0,1991,2640.0,1.669,2864,37,0.947,0.43 +714130233,Existing Customer,39,M,2,Unknown,Married,$60K - $80K,Blue,19,3,3,2,3047.0,2150,897.0,0.882,1602,37,1.312,0.706 +789127533,Existing Customer,49,M,4,High School,Divorced,$80K - $120K,Blue,37,5,2,2,32338.0,1664,30674.0,0.919,3013,83,0.766,0.051 +717038733,Existing Customer,56,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,3,3,2253.0,1375,878.0,0.388,1324,38,0.31,0.61 +804840033,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,38,4,6,4,16611.0,0,16611.0,0.954,1960,48,0.6,0.0 +709363383,Existing Customer,34,M,2,High School,Single,Unknown,Blue,36,3,4,2,22886.0,836,22050.0,0.889,2652,61,0.743,0.037 +789760233,Existing Customer,29,M,0,Unknown,Divorced,$80K - $120K,Blue,14,6,3,3,3544.0,0,3544.0,0.718,2435,63,1.032,0.0 +712058958,Existing Customer,28,M,0,High School,Single,Less than $40K,Blue,19,3,3,4,3480.0,0,3480.0,0.731,2744,75,0.829,0.0 +708295533,Existing Customer,65,F,0,Post-Graduate,Married,Less than $40K,Blue,56,5,3,2,3549.0,1880,1669.0,0.624,1215,22,0.571,0.53 +817686633,Existing Customer,26,F,1,College,Single,Less than $40K,Blue,15,5,2,4,1438.3,737,701.3,0.806,2856,39,0.5,0.512 +713738883,Existing Customer,57,F,3,Uneducated,Married,Less than $40K,Blue,36,6,2,3,3136.0,1422,1714.0,0.591,1260,34,0.889,0.453 +721310283,Existing Customer,47,M,3,Graduate,Single,$120K +,Blue,36,6,2,4,34516.0,933,33583.0,0.946,1804,32,0.6,0.027 +803132733,Existing Customer,54,F,1,Graduate,Married,Less than $40K,Blue,48,4,3,2,6814.0,1570,5244.0,0.653,1339,30,0.364,0.23 +779852133,Existing Customer,48,M,2,Unknown,Married,$120K +,Silver,32,3,2,4,34516.0,2098,32418.0,0.741,3093,66,0.784,0.061 +716210283,Existing Customer,36,F,1,High School,Married,Unknown,Blue,36,6,3,4,8500.0,2517,5983.0,0.445,1618,37,1.312,0.296 +711615933,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,33,3,3,2,28170.0,1859,26311.0,0.568,1013,28,0.75,0.066 +785311158,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,48,6,1,4,6610.0,928,5682.0,0.894,3328,69,0.683,0.14 +717267108,Existing Customer,37,M,1,College,Single,$60K - $80K,Blue,26,6,3,2,15755.0,1410,14345.0,0.839,2061,61,0.649,0.089 +711636558,Existing Customer,33,M,3,Graduate,Married,$80K - $120K,Blue,36,5,3,4,2711.0,2073,638.0,0.711,1567,42,0.75,0.765 +717504258,Existing Customer,38,M,2,College,Married,$40K - $60K,Blue,25,4,1,4,3735.0,1199,2536.0,0.886,1573,35,0.75,0.321 +718242333,Existing Customer,36,M,4,Graduate,Single,$80K - $120K,Blue,36,5,3,2,10216.0,1822,8394.0,0.778,2568,69,0.683,0.178 +771844458,Existing Customer,40,F,3,Graduate,Married,Unknown,Blue,28,6,1,2,20420.0,1657,18763.0,1.038,1804,41,0.864,0.081 +708892833,Attrited Customer,37,M,2,Graduate,Married,$120K +,Blue,30,2,4,4,13662.0,0,13662.0,0.153,725,22,0.0,0.0 +779465358,Existing Customer,26,F,0,High School,Single,Unknown,Blue,13,4,3,3,3038.0,1460,1578.0,0.98,2243,38,0.462,0.481 +720191883,Existing Customer,45,M,3,High School,Single,$60K - $80K,Blue,35,5,3,3,7050.0,659,6391.0,0.52,1236,36,1.0,0.093 +710934033,Existing Customer,26,M,0,High School,Single,Less than $40K,Blue,13,6,1,4,1775.0,1162,613.0,0.93,2169,43,0.536,0.655 +714473658,Existing Customer,42,M,3,Graduate,Single,$40K - $60K,Blue,30,6,2,2,8960.0,1054,7906.0,0.414,1488,26,0.368,0.118 +716569983,Existing Customer,33,M,2,College,Married,$80K - $120K,Blue,36,3,1,2,2355.0,1773,582.0,0.774,1765,27,0.929,0.753 +789833583,Existing Customer,57,F,4,High School,Married,$40K - $60K,Blue,47,5,2,4,6803.0,1332,5471.0,0.809,1476,30,0.579,0.196 +818923158,Existing Customer,55,M,2,Graduate,Married,$60K - $80K,Blue,50,5,2,4,2145.0,1207,938.0,0.521,1275,31,0.476,0.563 +716596308,Existing Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,2,3,3919.0,1640,2279.0,0.8,1872,51,0.5,0.418 +716620458,Existing Customer,32,M,1,High School,Single,Less than $40K,Blue,23,3,2,3,4500.0,0,4500.0,0.626,2439,63,0.703,0.0 +710251608,Existing Customer,62,F,1,High School,Married,Less than $40K,Blue,54,3,3,4,2941.0,1173,1768.0,0.436,1453,27,0.35,0.399 +710633808,Existing Customer,26,M,0,Graduate,Single,$60K - $80K,Blue,13,3,3,3,7102.0,0,7102.0,0.537,2411,41,0.281,0.0 +719318583,Attrited Customer,37,M,3,High School,Married,Less than $40K,Blue,26,3,3,4,6866.0,2389,4477.0,0.395,862,13,0.182,0.348 +819202533,Existing Customer,57,M,1,Doctorate,Married,$80K - $120K,Blue,52,3,2,3,10378.0,1540,8838.0,0.547,1306,32,0.28,0.148 +827360883,Existing Customer,47,F,3,High School,Married,Unknown,Blue,43,4,3,2,13473.0,1335,12138.0,0.814,1593,46,0.484,0.099 +771196083,Existing Customer,47,M,4,Graduate,Married,$80K - $120K,Blue,34,6,3,3,18178.0,0,18178.0,0.922,1837,37,0.682,0.0 +809962908,Existing Customer,48,F,2,Graduate,Single,Unknown,Blue,43,5,3,4,8171.0,852,7319.0,0.639,1909,52,0.733,0.104 +788965683,Existing Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,36,6,3,3,1438.3,0,1438.3,0.782,2170,41,0.464,0.0 +817142433,Existing Customer,35,M,3,Graduate,Married,$80K - $120K,Blue,20,5,3,4,8082.0,2307,5775.0,0.637,1725,29,1.071,0.285 +716993058,Existing Customer,57,M,3,Unknown,Divorced,$60K - $80K,Blue,48,5,2,3,24589.0,1640,22949.0,0.4,4291,78,0.625,0.067 +771040758,Existing Customer,62,F,0,Graduate,Single,Unknown,Silver,49,5,1,2,30310.0,0,30310.0,0.777,3703,91,0.492,0.0 +713309583,Existing Customer,55,F,2,College,Married,Less than $40K,Blue,36,6,3,4,2967.0,2129,838.0,1.075,2177,59,0.788,0.718 +710273658,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,17,5,2,3,3092.0,1825,1267.0,1.46,2883,61,0.488,0.59 +771429408,Existing Customer,54,M,1,High School,Married,$80K - $120K,Blue,42,5,3,2,1618.0,668,950.0,0.552,1515,31,0.476,0.413 +719452308,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,23,5,2,3,2498.0,1632,866.0,0.712,2048,35,1.188,0.653 +818908833,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,41,5,2,2,2564.0,0,2564.0,1.026,2038,45,0.364,0.0 +780998133,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,34,3,4,4,10540.0,1489,9051.0,1.029,1980,45,0.607,0.141 +801726933,Existing Customer,34,M,2,Graduate,Married,$120K +,Blue,28,4,3,3,13384.0,1853,11531.0,0.807,1899,33,0.833,0.138 +788474658,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,48,5,2,4,16208.0,1278,14930.0,0.543,1842,56,0.436,0.079 +708438033,Existing Customer,36,F,2,Unknown,Married,Less than $40K,Blue,27,3,3,4,3049.0,2198,851.0,1.546,2617,48,1.0,0.721 +710562258,Existing Customer,44,M,1,Graduate,Married,$80K - $120K,Blue,33,5,4,3,19214.0,0,19214.0,0.998,3407,47,1.136,0.0 +770764908,Existing Customer,39,M,2,Unknown,Married,$60K - $80K,Blue,25,5,2,3,3071.0,2517,554.0,0.583,1765,36,0.565,0.82 +814776033,Existing Customer,34,M,2,Graduate,Single,$80K - $120K,Blue,29,3,1,3,13395.0,1678,11717.0,1.006,2650,69,0.865,0.125 +715057383,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,31,6,3,4,17126.0,1201,15925.0,0.802,3891,79,0.881,0.07 +717970158,Existing Customer,42,M,2,College,Single,$60K - $80K,Blue,36,5,3,2,8083.0,0,8083.0,1.076,3942,84,0.75,0.0 +715168008,Existing Customer,36,M,3,Graduate,Divorced,$40K - $60K,Blue,28,4,2,3,8995.0,1547,7448.0,0.923,2398,61,0.794,0.172 +720802833,Existing Customer,26,F,1,High School,Single,Less than $40K,Blue,13,3,2,3,2404.0,1198,1206.0,0.501,2692,63,0.5,0.498 +789370383,Existing Customer,42,M,1,High School,Married,$40K - $60K,Blue,32,4,2,2,2807.0,1845,962.0,1.027,1346,26,1.0,0.657 +711782733,Existing Customer,55,M,0,Graduate,Married,$40K - $60K,Blue,36,3,3,2,3097.0,827,2270.0,0.511,1390,24,0.263,0.267 +709000008,Existing Customer,45,M,3,Unknown,Single,$80K - $120K,Blue,37,6,2,2,10651.0,672,9979.0,0.767,2073,54,0.543,0.063 +719381733,Existing Customer,61,M,2,High School,Single,$60K - $80K,Blue,47,5,2,3,2175.0,1404,771.0,0.633,3994,64,0.778,0.646 +771169458,Existing Customer,41,M,4,College,Married,$120K +,Blue,28,5,3,0,28020.0,1470,26550.0,1.226,1723,36,1.25,0.052 +709974108,Existing Customer,35,F,1,Graduate,Single,Less than $40K,Blue,23,4,3,3,2640.0,1051,1589.0,0.833,3116,80,0.6,0.398 +757024233,Existing Customer,34,M,2,Graduate,Single,$120K +,Blue,27,3,1,4,31313.0,2152,29161.0,0.679,2555,62,0.676,0.069 +768928833,Existing Customer,37,M,2,High School,Married,$80K - $120K,Blue,31,3,2,4,7304.0,0,7304.0,1.144,2717,63,0.703,0.0 +720504633,Attrited Customer,46,M,2,Uneducated,Unknown,$60K - $80K,Blue,32,6,2,3,3254.0,0,3254.0,0.733,967,24,1.182,0.0 +812441358,Existing Customer,26,M,1,College,Divorced,$40K - $60K,Blue,21,3,3,2,1438.3,0,1438.3,0.745,2660,89,0.712,0.0 +713287608,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,41,5,4,4,3161.0,1220,1941.0,0.82,2412,62,0.824,0.386 +711357858,Attrited Customer,47,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,4,7246.0,0,7246.0,0.612,777,13,0.625,0.0 +715478733,Existing Customer,56,F,5,Graduate,Married,Less than $40K,Blue,36,5,4,4,3088.0,2517,571.0,0.848,2292,54,0.862,0.815 +780382008,Existing Customer,42,F,4,Unknown,Single,Less than $40K,Silver,32,6,3,2,13719.0,1384,12335.0,1.201,3774,63,0.658,0.101 +715749858,Existing Customer,30,M,1,Unknown,Married,$40K - $60K,Blue,18,5,1,3,4726.0,1380,3346.0,0.622,1723,31,0.55,0.292 +710951808,Existing Customer,32,M,1,Unknown,Married,Less than $40K,Blue,36,5,3,3,6100.0,1520,4580.0,0.853,1668,32,0.882,0.249 +713469333,Existing Customer,40,M,2,High School,Single,$80K - $120K,Blue,28,6,2,4,19279.0,1427,17852.0,0.892,1777,56,0.647,0.074 +719243808,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,20,3,2,4,3792.0,1625,2167.0,0.618,1888,39,0.625,0.429 +772202058,Existing Customer,64,M,0,Graduate,Married,Less than $40K,Blue,53,3,3,4,2084.0,1647,437.0,0.664,1597,37,0.542,0.79 +711346383,Existing Customer,33,M,1,High School,Single,$80K - $120K,Blue,28,4,3,3,34516.0,0,34516.0,0.636,2804,70,0.842,0.0 +711405333,Existing Customer,52,M,3,Post-Graduate,Married,$80K - $120K,Blue,43,5,2,2,6849.0,2126,4723.0,0.611,1651,43,0.344,0.31 +778407033,Existing Customer,59,F,0,Uneducated,Married,Less than $40K,Blue,39,6,3,4,2417.0,1932,485.0,1.044,2367,50,0.786,0.799 +714862083,Existing Customer,41,F,4,Uneducated,Single,Unknown,Blue,33,6,4,3,5802.0,2490,3312.0,0.849,3386,53,1.038,0.429 +711199008,Existing Customer,38,M,2,Unknown,Married,$40K - $60K,Blue,31,3,2,2,2919.0,2192,727.0,1.073,2399,57,0.966,0.751 +709858533,Existing Customer,29,M,2,Graduate,Divorced,Less than $40K,Blue,20,4,1,2,2462.0,2021,441.0,0.966,2320,57,0.676,0.821 +718627458,Existing Customer,43,F,3,Doctorate,Married,Unknown,Blue,38,3,4,2,1947.0,0,1947.0,0.838,2119,52,1.0,0.0 +711816108,Attrited Customer,40,M,3,High School,Single,$80K - $120K,Blue,29,2,2,4,18563.0,0,18563.0,0.729,2395,45,0.552,0.0 +717105258,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,3,3992.0,1289,2703.0,1.008,2181,32,0.6,0.323 +715822008,Existing Customer,32,M,1,High School,Married,Less than $40K,Blue,14,4,2,2,3568.0,2175,1393.0,1.368,1913,35,0.667,0.61 +714971583,Existing Customer,36,M,2,Graduate,Single,$60K - $80K,Blue,27,3,3,2,7776.0,831,6945.0,1.007,3063,87,0.891,0.107 +713663508,Attrited Customer,58,M,0,High School,Unknown,$40K - $60K,Blue,42,3,2,3,1438.3,0,1438.3,0.835,1088,22,1.444,0.0 +709025583,Existing Customer,53,M,3,High School,Married,$80K - $120K,Blue,36,3,3,3,9355.0,715,8640.0,0.422,1138,38,0.727,0.076 +812809083,Existing Customer,37,F,3,Unknown,Single,Unknown,Blue,32,3,4,4,19636.0,1566,18070.0,0.649,2595,58,0.611,0.08 +714073983,Existing Customer,47,M,2,Unknown,Single,$40K - $60K,Blue,36,6,3,3,7327.0,0,7327.0,0.857,1788,46,0.586,0.0 +789297558,Existing Customer,36,M,1,Uneducated,Single,$120K +,Blue,25,6,3,2,7049.0,1932,5117.0,0.804,2602,51,0.545,0.274 +710375283,Existing Customer,26,F,0,Uneducated,Single,$40K - $60K,Blue,18,4,3,2,2033.0,1471,562.0,0.672,2236,55,0.41,0.724 +712189233,Existing Customer,38,F,1,Graduate,Married,$40K - $60K,Blue,20,5,1,3,5153.0,2517,2636.0,1.488,3095,63,0.969,0.488 +713767383,Existing Customer,32,F,0,High School,Married,$40K - $60K,Blue,22,4,2,2,2062.0,1665,397.0,1.276,2397,41,0.64,0.807 +797414733,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,31,3,3,4,2005.0,1517,488.0,0.729,2439,61,0.848,0.757 +712452033,Existing Customer,26,M,1,Unknown,Single,Less than $40K,Blue,13,6,2,3,2479.0,828,1651.0,0.44,2225,44,0.294,0.334 +714151533,Existing Customer,55,F,1,Graduate,Married,$40K - $60K,Blue,46,5,4,4,4589.0,1622,2967.0,0.425,1569,33,0.269,0.353 +720440583,Existing Customer,35,M,2,Unknown,Married,$80K - $120K,Blue,36,6,2,2,2263.0,1188,1075.0,0.84,1927,47,0.382,0.525 +787494783,Existing Customer,58,M,3,High School,Married,$60K - $80K,Blue,46,5,3,2,8184.0,1205,6979.0,0.965,2140,49,0.69,0.147 +819966033,Existing Customer,32,M,0,Graduate,Single,Unknown,Blue,27,6,3,3,9238.0,0,9238.0,0.809,2522,68,0.478,0.0 +710297133,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,36,6,3,3,30210.0,1194,29016.0,0.948,3503,65,0.667,0.04 +793355508,Existing Customer,32,M,0,Graduate,Single,Less than $40K,Blue,26,6,3,3,6942.0,0,6942.0,0.544,2657,71,0.69,0.0 +708580908,Existing Customer,56,M,3,High School,Married,$60K - $80K,Blue,37,3,3,3,14551.0,2517,12034.0,0.92,1373,35,0.591,0.173 +719826333,Existing Customer,34,F,2,Doctorate,Single,Less than $40K,Blue,13,5,1,2,1438.3,0,1438.3,0.946,2557,67,0.763,0.0 +780689733,Existing Customer,65,M,0,Unknown,Single,Unknown,Blue,56,3,2,2,11332.0,633,10699.0,1.514,2758,56,1.24,0.056 +744764433,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,48,5,2,3,30967.0,817,30150.0,0.378,1473,35,0.522,0.026 +714902283,Existing Customer,43,M,0,High School,Married,$80K - $120K,Blue,36,5,3,3,7866.0,0,7866.0,0.747,2843,53,0.828,0.0 +789309558,Existing Customer,31,M,2,College,Married,Less than $40K,Blue,21,6,2,4,2718.0,1920,798.0,1.604,2570,49,1.042,0.706 +713188383,Existing Customer,54,F,1,College,Married,Less than $40K,Blue,36,4,2,4,3084.0,2517,567.0,0.651,1446,22,0.833,0.816 +719506983,Existing Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,42,5,2,4,17302.0,1339,15963.0,0.631,1181,30,1.0,0.077 +714804483,Existing Customer,48,M,3,College,Divorced,$40K - $60K,Blue,36,3,3,3,12159.0,1665,10494.0,0.608,1426,34,0.545,0.137 +748503708,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,47,6,4,3,2797.0,1627,1170.0,0.413,1566,36,0.714,0.582 +803587533,Existing Customer,33,M,1,Uneducated,Single,$60K - $80K,Blue,28,6,3,4,2618.0,1812,806.0,0.706,3319,86,0.911,0.692 +789777408,Attrited Customer,26,F,0,Post-Graduate,Single,Less than $40K,Blue,15,3,2,3,1442.0,1428,14.0,0.496,1134,26,0.238,0.99 +716811483,Existing Customer,30,F,2,Uneducated,Married,Less than $40K,Blue,24,4,2,1,2063.0,0,2063.0,0.553,1859,43,0.536,0.0 +714118383,Existing Customer,49,F,5,Graduate,Married,Less than $40K,Blue,43,4,2,3,8154.0,0,8154.0,0.964,2223,72,0.946,0.0 +720532908,Existing Customer,36,F,2,Unknown,Divorced,$40K - $60K,Blue,20,4,3,2,9735.0,1245,8490.0,1.079,2967,80,0.739,0.128 +765055833,Existing Customer,56,M,4,Unknown,Married,$80K - $120K,Blue,49,3,4,2,4310.0,2229,2081.0,0.643,1645,33,0.941,0.517 +715310208,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,36,3,3,1,11450.0,2129,9321.0,0.956,2197,45,0.957,0.186 +718577958,Attrited Customer,39,M,2,Uneducated,Married,$120K +,Blue,26,2,3,4,8906.0,0,8906.0,0.315,809,15,0.25,0.0 +789167658,Existing Customer,34,M,3,College,Married,$60K - $80K,Blue,23,5,3,2,4245.0,1815,2430.0,0.846,1534,34,0.545,0.428 +789987183,Existing Customer,53,M,2,College,Married,$80K - $120K,Blue,45,4,4,4,21953.0,1311,20642.0,0.443,1413,37,0.37,0.06 +717730533,Existing Customer,32,M,0,Graduate,Single,$40K - $60K,Blue,21,6,1,3,1614.0,925,689.0,0.598,2659,63,0.75,0.573 +708668283,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,22,5,4,2,5140.0,2517,2623.0,0.876,1842,36,0.714,0.49 +772360683,Existing Customer,57,M,1,High School,Married,$120K +,Blue,46,3,3,4,31762.0,2517,29245.0,0.735,1515,36,0.714,0.079 +712500933,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,40,4,4,4,11692.0,648,11044.0,1.265,2997,56,0.867,0.055 +804867183,Existing Customer,37,M,3,Unknown,Married,$60K - $80K,Blue,30,6,2,4,16043.0,0,16043.0,1.509,2599,47,1.136,0.0 +826068183,Existing Customer,36,M,1,Graduate,Married,$80K - $120K,Blue,32,4,4,3,15488.0,1463,14025.0,1.28,2916,50,0.724,0.094 +820044333,Existing Customer,39,M,3,College,Divorced,$40K - $60K,Blue,34,3,3,2,2503.0,2185,318.0,0.5,4157,58,0.758,0.873 +714211533,Existing Customer,31,M,0,Graduate,Divorced,Less than $40K,Blue,36,4,3,2,3312.0,2491,821.0,0.62,2670,50,0.667,0.752 +710287533,Existing Customer,31,M,2,Graduate,Single,$40K - $60K,Blue,36,3,2,4,6269.0,1169,5100.0,0.743,2221,57,0.727,0.186 +720603558,Existing Customer,36,M,4,Graduate,Single,$60K - $80K,Blue,36,3,2,1,20337.0,1605,18732.0,0.805,2460,74,1.312,0.079 +819258408,Existing Customer,47,F,5,Graduate,Single,Less than $40K,Blue,42,4,2,4,2224.0,1106,1118.0,0.501,1698,41,0.367,0.497 +717664008,Attrited Customer,37,M,3,College,Married,$60K - $80K,Blue,19,2,3,4,3100.0,2517,583.0,0.35,694,12,0.2,0.812 +717437058,Existing Customer,38,M,2,Unknown,Divorced,$60K - $80K,Silver,26,4,2,0,26437.0,681,25756.0,1.021,2167,57,0.727,0.026 +717327783,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,27,4,2,2,9959.0,1476,8483.0,0.952,2760,44,1.0,0.148 +712887633,Existing Customer,39,M,1,Unknown,Single,$80K - $120K,Blue,36,5,3,3,25008.0,876,24132.0,0.859,1753,43,1.048,0.035 +716129208,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,2031.0,0,2031.0,0.752,1678,36,0.8,0.0 +718037433,Existing Customer,58,M,1,Graduate,Married,$80K - $120K,Blue,49,6,4,2,1654.0,1253,401.0,0.508,1887,60,0.538,0.758 +709839858,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,39,3,4,3,4608.0,1077,3531.0,0.694,1535,31,0.632,0.234 +719686458,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,6,4,1,3908.0,1629,2279.0,0.775,1903,30,0.5,0.417 +721434483,Existing Customer,54,M,3,Graduate,Married,$80K - $120K,Blue,46,4,3,2,2798.0,1256,1542.0,1.132,2631,55,0.774,0.449 +716096358,Existing Customer,45,F,3,Uneducated,Single,Less than $40K,Blue,39,5,4,1,2551.0,2253,298.0,0.688,3753,63,0.909,0.883 +718244958,Existing Customer,36,F,2,Graduate,Married,Unknown,Blue,26,5,2,2,8621.0,1251,7370.0,0.696,1989,37,0.48,0.145 +711315783,Existing Customer,53,M,3,Graduate,Married,$40K - $60K,Blue,43,6,4,2,7451.0,683,6768.0,0.924,2165,49,0.96,0.092 +821296083,Existing Customer,34,F,1,College,Married,Less than $40K,Blue,30,3,3,3,2617.0,1010,1607.0,0.659,2003,47,0.679,0.386 +711562833,Attrited Customer,35,M,4,Graduate,Married,$80K - $120K,Blue,24,6,3,4,12634.0,0,12634.0,0.323,717,18,0.286,0.0 +716447733,Existing Customer,32,M,3,Graduate,Married,$40K - $60K,Blue,18,5,3,3,6407.0,963,5444.0,1.052,1921,43,0.72,0.15 +719591283,Existing Customer,38,M,2,Uneducated,Married,Less than $40K,Blue,27,6,2,4,1438.3,0,1438.3,0.945,2412,58,0.657,0.0 +789911808,Existing Customer,37,M,3,Uneducated,Married,$80K - $120K,Blue,28,6,2,2,2672.0,1259,1413.0,1.375,2487,52,0.625,0.471 +713195808,Existing Customer,37,F,3,High School,Married,Unknown,Blue,36,6,3,4,11948.0,1281,10667.0,1.159,2792,51,0.889,0.107 +717866133,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,3,3,3,2677.0,1390,1287.0,0.732,2170,63,0.465,0.519 +716670783,Existing Customer,52,F,3,Doctorate,Single,Unknown,Blue,36,3,2,1,24703.0,1085,23618.0,0.998,4776,63,0.575,0.044 +789197508,Existing Customer,54,M,3,High School,Married,$60K - $80K,Blue,43,6,3,4,2240.0,1580,660.0,0.745,1518,36,0.8,0.705 +713108433,Existing Customer,53,M,3,College,Married,$80K - $120K,Blue,40,4,4,4,6052.0,1720,4332.0,0.683,1476,37,0.423,0.284 +711403383,Existing Customer,33,F,3,College,Single,Less than $40K,Blue,23,6,4,1,2562.0,1968,594.0,0.546,2256,70,0.591,0.768 +768212583,Existing Customer,49,M,2,Graduate,Married,$60K - $80K,Blue,43,4,4,4,15377.0,1516,13861.0,0.627,1848,49,1.042,0.099 +720181758,Attrited Customer,37,M,0,Doctorate,Married,$120K +,Blue,22,3,3,4,8654.0,0,8654.0,0.446,850,18,0.385,0.0 +710632683,Existing Customer,31,M,1,Uneducated,Married,$40K - $60K,Blue,24,5,2,3,1438.3,0,1438.3,0.665,2308,49,0.4,0.0 +711836733,Existing Customer,43,M,3,Graduate,Single,$120K +,Blue,31,3,3,3,1438.3,0,1438.3,0.663,1867,45,0.875,0.0 +771183933,Existing Customer,39,M,1,Uneducated,Married,$80K - $120K,Blue,26,6,2,3,16040.0,1220,14820.0,0.862,1923,49,0.4,0.076 +711327558,Existing Customer,38,M,2,High School,Married,$40K - $60K,Blue,36,3,3,1,2801.0,1980,821.0,0.882,1600,45,0.406,0.707 +788971308,Existing Customer,62,F,1,Uneducated,Married,Less than $40K,Blue,49,5,4,2,2658.0,1158,1500.0,0.476,1809,41,0.464,0.436 +718950483,Existing Customer,58,F,1,Unknown,Married,$40K - $60K,Blue,48,3,3,2,12423.0,1910,10513.0,0.405,1208,38,0.357,0.154 +714278958,Existing Customer,39,F,2,High School,Married,Unknown,Blue,27,6,1,3,9347.0,1988,7359.0,1.173,2201,46,1.091,0.213 +711817158,Existing Customer,30,M,2,College,Divorced,$40K - $60K,Blue,22,3,3,4,3143.0,1075,2068.0,0.643,2510,57,0.629,0.342 +765824058,Existing Customer,46,M,4,Doctorate,Married,$80K - $120K,Blue,39,3,3,1,5106.0,1539,3567.0,0.907,3784,74,0.609,0.301 +710109633,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,31,6,3,2,9871.0,1061,8810.0,0.545,1683,34,0.478,0.107 +713643858,Existing Customer,53,F,1,College,Married,$40K - $60K,Blue,43,4,4,2,1525.0,1411,114.0,0.66,1911,47,0.958,0.925 +716399583,Existing Customer,34,M,1,Uneducated,Married,$120K +,Blue,36,6,2,1,19630.0,1251,18379.0,1.399,2286,39,0.696,0.064 +714516783,Existing Customer,54,F,0,Graduate,Divorced,Less than $40K,Silver,36,4,3,1,12547.0,1378,11169.0,1.12,3360,56,0.75,0.11 +710490708,Existing Customer,54,M,3,High School,Single,$80K - $120K,Blue,36,4,1,3,17686.0,0,17686.0,0.733,2047,46,0.533,0.0 +780662133,Existing Customer,39,M,2,Uneducated,Married,$60K - $80K,Blue,28,6,3,5,3257.0,2517,740.0,0.539,1534,35,0.591,0.773 +715389708,Existing Customer,36,F,3,Graduate,Married,Less than $40K,Blue,28,4,3,2,4824.0,2517,2307.0,0.838,1516,32,0.391,0.522 +789607983,Existing Customer,38,M,3,High School,Married,$40K - $60K,Blue,32,6,6,2,8603.0,1046,7557.0,0.826,1758,40,0.739,0.122 +720171033,Existing Customer,45,M,4,Unknown,Married,$60K - $80K,Blue,36,6,1,1,11498.0,1577,9921.0,0.756,4014,70,0.489,0.137 +815104608,Existing Customer,28,F,0,Graduate,Divorced,Less than $40K,Blue,23,5,1,3,3818.0,584,3234.0,0.7,2947,87,0.706,0.153 +719660658,Existing Customer,37,F,1,High School,Single,Unknown,Blue,36,6,2,2,16594.0,1931,14663.0,0.702,2134,47,0.808,0.116 +714159858,Existing Customer,57,M,0,Graduate,Married,$40K - $60K,Blue,48,4,2,2,5387.0,2047,3340.0,0.579,1546,36,0.5,0.38 +714225333,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,5,1,1,2930.0,773,2157.0,0.661,1545,21,0.909,0.264 +712204308,Existing Customer,33,M,0,Unknown,Single,$40K - $60K,Blue,36,6,1,1,10023.0,504,9519.0,0.942,2878,65,0.625,0.05 +718468158,Existing Customer,38,M,1,Uneducated,Married,$60K - $80K,Blue,25,6,2,3,9303.0,1599,7704.0,1.408,2261,37,0.542,0.172 +711575058,Existing Customer,36,M,3,Unknown,Married,$60K - $80K,Blue,36,4,2,2,2956.0,2411,545.0,0.971,1896,31,0.824,0.816 +735417408,Existing Customer,37,M,2,High School,Married,$60K - $80K,Blue,30,4,1,2,2218.0,1266,952.0,0.709,1941,58,0.568,0.571 +717171408,Existing Customer,36,M,1,Unknown,Married,$80K - $120K,Blue,26,6,2,1,9959.0,0,9959.0,0.57,2021,41,0.783,0.0 +814312308,Existing Customer,54,F,3,Uneducated,Married,$40K - $60K,Blue,49,5,3,2,5335.0,1373,3962.0,0.558,1435,29,0.611,0.257 +711786108,Existing Customer,52,M,1,Graduate,Married,$60K - $80K,Blue,43,3,3,2,7187.0,2014,5173.0,0.649,1159,26,0.733,0.28 +712905708,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,39,5,2,4,2590.0,1564,1026.0,0.386,1188,40,0.6,0.604 +720050208,Existing Customer,27,F,1,High School,Single,Less than $40K,Blue,19,4,1,3,4255.0,1748,2507.0,0.516,2236,57,0.541,0.411 +793952133,Existing Customer,32,F,0,High School,Married,Less than $40K,Blue,26,6,2,3,2778.0,2312,466.0,0.727,1680,33,1.062,0.832 +798140283,Existing Customer,57,M,4,Graduate,Married,$120K +,Blue,51,4,3,1,10711.0,1970,8741.0,0.71,1180,29,1.417,0.184 +720427683,Attrited Customer,58,M,2,Uneducated,Single,$120K +,Blue,46,2,3,4,16163.0,0,16163.0,0.542,2171,48,0.778,0.0 +789970233,Existing Customer,54,F,2,High School,Married,Less than $40K,Blue,45,6,1,1,2513.0,1126,1387.0,0.324,1454,30,0.25,0.448 +713893308,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,37,4,1,1,3291.0,1607,1684.0,1.26,1984,38,0.652,0.488 +718843608,Existing Customer,36,F,2,Post-Graduate,Divorced,Less than $40K,Blue,25,5,2,4,8917.0,1091,7826.0,1.152,3327,80,0.86,0.122 +752085108,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,29,3,5,2,4955.0,1157,3798.0,0.896,1824,38,0.727,0.234 +789435783,Existing Customer,39,F,1,Graduate,Married,$40K - $60K,Blue,30,6,1,2,2909.0,1274,1635.0,0.593,1532,26,0.3,0.438 +711032058,Existing Customer,34,M,3,High School,Single,$80K - $120K,Silver,21,6,4,3,34516.0,2517,31999.0,0.791,2901,75,0.923,0.073 +784719708,Existing Customer,54,F,2,Uneducated,Married,$40K - $60K,Blue,43,5,1,1,1438.3,0,1438.3,0.531,1707,41,0.783,0.0 +804663258,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,49,3,1,4,14015.0,2065,11950.0,0.704,1903,49,0.633,0.147 +716900433,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,28,6,2,2,2540.0,1402,1138.0,1.127,2384,61,0.794,0.552 +720909408,Existing Customer,37,M,2,High School,Divorced,$120K +,Blue,24,4,2,2,3497.0,1665,1832.0,0.627,2337,61,0.564,0.476 +712187808,Existing Customer,27,M,0,Uneducated,Married,$40K - $60K,Blue,15,4,3,4,3682.0,0,3682.0,0.685,1826,35,0.75,0.0 +718428033,Existing Customer,55,F,4,Graduate,Single,Less than $40K,Blue,41,6,2,1,4430.0,1543,2887.0,0.752,3395,70,0.628,0.348 +714892533,Existing Customer,26,M,0,Unknown,Single,Unknown,Blue,16,5,3,2,3877.0,0,3877.0,0.773,2473,33,0.833,0.0 +714985458,Existing Customer,56,M,1,Graduate,Married,$60K - $80K,Blue,36,3,2,3,15124.0,1974,13150.0,0.826,1850,44,0.571,0.131 +716647983,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,53,5,3,1,7712.0,962,6750.0,0.418,1574,34,0.062,0.125 +712340733,Existing Customer,42,F,2,Graduate,Unknown,Unknown,Blue,34,5,2,2,19373.0,1142,18231.0,0.655,1792,48,0.455,0.059 +719293533,Existing Customer,30,M,1,College,Single,Unknown,Blue,13,3,3,3,21590.0,2517,19073.0,0.813,2567,70,0.795,0.117 +715257708,Existing Customer,38,M,1,High School,Married,$60K - $80K,Blue,32,4,2,1,3657.0,1687,1970.0,1.357,2758,55,0.833,0.461 +708331758,Existing Customer,47,F,2,Uneducated,Divorced,Unknown,Silver,35,3,1,4,32444.0,1843,30601.0,1.127,3725,60,0.622,0.057 +709501683,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,24,5,1,2,5830.0,1665,4165.0,0.684,2263,60,0.714,0.286 +711692508,Attrited Customer,54,F,2,Post-Graduate,Married,Less than $40K,Blue,47,3,4,3,1438.3,0,1438.3,1.053,1154,22,0.375,0.0 +715612983,Existing Customer,65,F,1,Graduate,Single,Unknown,Blue,55,5,2,4,6463.0,1660,4803.0,0.995,2336,49,1.722,0.257 +709674333,Existing Customer,33,M,2,High School,Single,$60K - $80K,Blue,23,4,2,1,2400.0,0,2400.0,1.064,2677,70,0.892,0.0 +805522758,Existing Customer,44,F,1,Doctorate,Divorced,Less than $40K,Blue,39,5,2,4,2311.0,1830,481.0,1.289,1701,33,1.357,0.792 +781013958,Existing Customer,57,F,3,Unknown,Married,$40K - $60K,Blue,48,4,2,2,3585.0,1244,2341.0,0.507,1344,37,0.85,0.347 +717495258,Existing Customer,34,M,3,Uneducated,Married,$80K - $120K,Blue,25,6,3,2,9131.0,916,8215.0,0.863,1893,36,0.565,0.1 +795052083,Existing Customer,63,F,0,Uneducated,Single,$40K - $60K,Blue,56,3,6,4,1438.3,0,1438.3,0.864,3630,71,0.578,0.0 +773389908,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,31,5,1,3,1438.3,0,1438.3,0.79,2075,66,0.692,0.0 +719320833,Existing Customer,39,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,6,3,2,5471.0,2056,3415.0,0.465,1992,46,0.704,0.376 +816843933,Existing Customer,39,M,2,High School,Married,$80K - $120K,Blue,34,6,3,3,8823.0,1541,7282.0,1.06,1961,32,1.0,0.175 +789196158,Existing Customer,55,M,1,Graduate,Married,$60K - $80K,Blue,44,6,2,4,2173.0,1520,653.0,0.652,1485,26,0.529,0.699 +717930483,Attrited Customer,37,M,2,Graduate,Single,$120K +,Blue,25,3,3,0,5616.0,0,5616.0,0.995,1564,31,0.476,0.0 +773442258,Existing Customer,57,M,1,Doctorate,Married,$80K - $120K,Blue,51,5,2,2,8571.0,1616,6955.0,0.6,1397,28,0.647,0.189 +719872833,Existing Customer,45,F,2,Graduate,Divorced,Less than $40K,Blue,36,6,6,3,2803.0,0,2803.0,0.565,3347,71,0.732,0.0 +721491258,Existing Customer,53,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,2,3924.0,2517,1407.0,0.511,1417,30,0.667,0.641 +770575233,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,23,6,1,2,5663.0,1149,4514.0,0.767,2553,61,0.794,0.203 +715800708,Existing Customer,60,F,0,Uneducated,Married,Less than $40K,Blue,49,3,1,2,3955.0,2000,1955.0,0.425,1560,43,0.483,0.506 +719996958,Existing Customer,29,F,0,Uneducated,Single,Less than $40K,Blue,23,5,3,4,7997.0,0,7997.0,0.935,2208,56,0.806,0.0 +719889408,Existing Customer,56,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,5,3652.0,1351,2301.0,0.836,1561,39,0.625,0.37 +708811233,Existing Customer,37,M,2,Graduate,Married,$80K - $120K,Blue,27,4,2,1,12702.0,2008,10694.0,0.51,1992,40,0.667,0.158 +794627208,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,23,4,3,2,7189.0,1550,5639.0,0.538,1935,52,0.368,0.216 +719020983,Existing Customer,58,M,1,Graduate,Married,$80K - $120K,Blue,42,4,3,1,12421.0,2517,9904.0,0.73,1913,49,0.69,0.203 +719131533,Existing Customer,29,F,0,Post-Graduate,Divorced,Less than $40K,Blue,17,3,2,4,2585.0,2008,577.0,1.266,3519,73,0.622,0.777 +710449983,Existing Customer,38,M,2,High School,Married,$120K +,Blue,29,4,1,2,2818.0,1656,1162.0,1.404,2916,45,0.957,0.588 +715651833,Attrited Customer,65,M,1,Unknown,Single,Less than $40K,Blue,36,3,4,4,2351.0,0,2351.0,0.881,1593,35,0.591,0.0 +720714933,Existing Customer,62,F,1,Graduate,Married,Less than $40K,Blue,49,4,2,2,3143.0,2517,626.0,0.625,1323,25,0.923,0.801 +789170283,Existing Customer,53,M,1,Graduate,Unknown,$80K - $120K,Blue,42,5,5,4,6514.0,978,5536.0,0.843,3084,63,0.658,0.15 +810201783,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,17,5,3,3,3119.0,1328,1791.0,0.722,2740,62,0.512,0.426 +715517733,Attrited Customer,46,F,3,High School,Single,Less than $40K,Silver,39,1,0,4,13092.0,1962,11130.0,0.686,936,25,0.25,0.15 +709042908,Existing Customer,51,F,1,College,Married,$40K - $60K,Blue,44,4,2,1,1438.3,0,1438.3,0.803,2207,68,0.511,0.0 +720801033,Existing Customer,51,F,1,High School,Married,Unknown,Blue,36,3,2,3,9095.0,2517,6578.0,0.37,1347,27,0.421,0.277 +714345783,Existing Customer,59,M,2,High School,Married,$40K - $60K,Blue,50,6,3,2,2701.0,1572,1129.0,0.475,1469,36,0.5,0.582 +779209083,Existing Customer,56,M,3,Unknown,Married,$40K - $60K,Blue,45,6,2,4,1813.0,1387,426.0,0.406,1468,32,0.231,0.765 +713972658,Existing Customer,56,F,2,Graduate,Married,Unknown,Blue,36,3,3,2,5335.0,996,4339.0,0.469,1454,43,0.433,0.187 +710782458,Existing Customer,31,M,1,Graduate,Married,$40K - $60K,Blue,20,6,2,5,2469.0,1695,774.0,0.842,1615,36,0.333,0.687 +711142308,Existing Customer,37,M,0,High School,Divorced,$40K - $60K,Blue,36,3,1,5,3091.0,0,3091.0,0.665,2572,65,0.548,0.0 +824789283,Existing Customer,36,M,2,High School,Single,$40K - $60K,Blue,32,3,5,2,2683.0,1533,1150.0,0.821,2373,73,0.659,0.571 +715187733,Existing Customer,26,F,1,Unknown,Single,Unknown,Blue,15,3,4,3,5464.0,0,5464.0,0.7,2473,46,0.484,0.0 +721014858,Existing Customer,61,F,0,Graduate,Married,Less than $40K,Blue,53,4,1,2,2942.0,2022,920.0,0.537,1479,28,0.217,0.687 +710363433,Existing Customer,26,M,0,High School,Single,Less than $40K,Blue,36,6,3,3,2735.0,1348,1387.0,0.805,2441,58,0.45,0.493 +715479483,Existing Customer,35,M,2,College,Married,$80K - $120K,Blue,36,5,2,4,15279.0,1496,13783.0,0.997,2079,57,0.425,0.098 +708243483,Existing Customer,53,M,3,College,Married,$120K +,Blue,43,4,2,5,14938.0,1155,13783.0,0.995,2248,51,0.645,0.077 +714770808,Existing Customer,59,M,2,High School,Married,Less than $40K,Blue,42,3,3,5,4328.0,670,3658.0,0.396,1580,54,0.543,0.155 +720626058,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,24,4,4,4,34516.0,934,33582.0,0.681,1768,52,0.576,0.027 +709185108,Existing Customer,38,M,3,High School,Married,$60K - $80K,Blue,26,5,4,2,5824.0,1542,4282.0,0.827,1801,44,0.571,0.265 +719596908,Existing Customer,56,F,5,Doctorate,Married,Unknown,Blue,48,4,2,2,11281.0,2118,9163.0,0.534,1255,30,0.304,0.188 +719273733,Existing Customer,37,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,5,7959.0,998,6961.0,0.773,1855,29,0.318,0.125 +717348258,Existing Customer,33,M,1,Graduate,Married,$120K +,Blue,21,4,1,3,4459.0,1899,2560.0,1.349,2502,48,1.0,0.426 +770882508,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,24,4,1,5,17162.0,773,16389.0,1.238,2457,54,1.0,0.045 +799026633,Existing Customer,56,M,1,Uneducated,Married,$120K +,Blue,50,4,3,5,16254.0,1518,14736.0,1.256,2502,55,0.571,0.093 +718777008,Existing Customer,59,M,0,High School,Married,$80K - $120K,Blue,47,5,1,2,3278.0,1306,1972.0,0.399,1374,32,0.391,0.398 +716128083,Existing Customer,56,M,2,High School,Married,$40K - $60K,Blue,36,5,2,3,3295.0,2002,1293.0,0.599,1191,34,0.545,0.608 +721288158,Existing Customer,33,M,2,Unknown,Single,$120K +,Blue,15,4,2,2,25033.0,2300,22733.0,0.716,2529,71,0.578,0.092 +757881258,Existing Customer,31,M,0,Graduate,Divorced,$60K - $80K,Blue,24,6,2,2,4232.0,2092,2140.0,0.604,2565,69,0.865,0.494 +715843533,Existing Customer,26,M,1,College,Single,$40K - $60K,Blue,36,3,4,3,2703.0,1256,1447.0,0.949,2111,29,0.706,0.465 +717234183,Existing Customer,29,M,1,Graduate,Married,Less than $40K,Blue,18,4,1,4,2710.0,629,2081.0,0.771,1718,37,0.762,0.232 +717260058,Existing Customer,53,F,2,Uneducated,Married,Less than $40K,Blue,42,6,1,5,2322.0,1284,1038.0,0.673,1573,27,0.929,0.553 +709710783,Existing Customer,35,F,0,High School,Single,Less than $40K,Blue,36,4,3,4,5931.0,0,5931.0,0.668,2730,71,0.614,0.0 +787284858,Existing Customer,35,M,2,Uneducated,Unknown,$120K +,Blue,29,5,1,2,3300.0,1731,1569.0,0.689,1745,27,0.929,0.525 +815845758,Existing Customer,56,F,4,High School,Married,Less than $40K,Blue,51,4,2,3,1438.3,0,1438.3,0.472,1354,24,0.714,0.0 +720639783,Existing Customer,35,F,1,Uneducated,Single,Unknown,Silver,27,4,3,2,34516.0,0,34516.0,0.682,2562,62,0.722,0.0 +713331408,Existing Customer,35,M,3,Uneducated,Married,$40K - $60K,Blue,36,6,2,5,8682.0,1647,7035.0,0.971,1792,36,0.8,0.19 +778693458,Attrited Customer,32,M,1,High School,Divorced,$60K - $80K,Blue,13,3,3,3,12616.0,0,12616.0,1.054,1376,29,0.611,0.0 +788610258,Existing Customer,49,M,4,College,Unknown,Less than $40K,Blue,43,5,2,4,9652.0,2517,7135.0,0.889,3762,73,0.587,0.261 +711173883,Existing Customer,36,M,4,Graduate,Divorced,$120K +,Blue,29,3,2,2,1651.0,770,881.0,0.736,2516,54,0.385,0.466 +717628608,Existing Customer,37,M,3,Unknown,Married,$60K - $80K,Blue,29,5,1,5,2576.0,1640,936.0,1.128,2568,34,0.889,0.637 +789261558,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,47,3,1,4,2212.0,1392,820.0,0.573,1387,34,0.7,0.629 +770647233,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,21,5,6,3,2157.0,1188,969.0,0.847,2111,59,0.639,0.551 +712826208,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,26,5,1,2,2575.0,1424,1151.0,0.543,1487,33,0.737,0.553 +718181433,Existing Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,56,6,1,2,8705.0,1453,7252.0,1.11,2688,88,0.956,0.167 +714460683,Existing Customer,65,M,0,High School,Married,Less than $40K,Blue,56,3,3,5,3838.0,1736,2102.0,0.445,1467,29,0.706,0.452 +716460933,Existing Customer,51,M,2,Unknown,Married,$120K +,Blue,42,4,1,4,10306.0,1427,8879.0,0.709,1456,44,0.294,0.138 +710787708,Existing Customer,56,F,1,Uneducated,Married,$40K - $60K,Blue,40,4,2,5,5366.0,1271,4095.0,0.558,1748,38,0.9,0.237 +713800158,Existing Customer,58,M,0,High School,Married,$80K - $120K,Blue,36,6,3,2,2994.0,2351,643.0,0.469,1540,32,0.185,0.785 +712551258,Attrited Customer,39,M,1,Uneducated,Married,Less than $40K,Blue,36,3,3,3,4247.0,0,4247.0,0.405,847,17,0.133,0.0 +715379133,Existing Customer,51,F,1,College,Single,Less than $40K,Blue,36,4,4,2,1737.0,1145,592.0,0.809,1954,42,1.333,0.659 +712091433,Existing Customer,58,M,4,Uneducated,Single,$40K - $60K,Silver,50,5,2,3,18431.0,902,17529.0,1.296,2950,61,0.848,0.049 +771756333,Existing Customer,34,F,3,Graduate,Married,Less than $40K,Blue,23,5,3,3,2263.0,1794,469.0,0.794,2154,37,0.542,0.793 +779895108,Existing Customer,39,M,3,Unknown,Single,$80K - $120K,Blue,23,6,1,4,2718.0,2156,562.0,0.668,1711,36,0.44,0.793 +771976683,Existing Customer,54,F,1,College,Married,Unknown,Blue,43,3,3,2,5839.0,2130,3709.0,0.687,1640,44,0.333,0.365 +716800908,Existing Customer,26,F,2,High School,Single,Unknown,Blue,13,5,0,3,5137.0,0,5137.0,0.699,2496,49,0.581,0.0 +789413958,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,43,4,2,3,11909.0,1018,10891.0,1.006,1938,53,0.656,0.085 +711574008,Existing Customer,32,M,3,College,Single,$80K - $120K,Blue,21,4,3,5,21390.0,0,21390.0,0.946,2477,59,0.341,0.0 +714138408,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,39,4,1,4,9264.0,629,8635.0,0.659,4107,79,0.58,0.068 +709334658,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,26,4,2,5,5484.0,2517,2967.0,0.489,2025,51,0.378,0.459 +709564683,Attrited Customer,32,M,2,Graduate,Married,$40K - $60K,Blue,22,3,3,5,4739.0,0,4739.0,0.363,886,21,0.4,0.0 +772292358,Attrited Customer,30,M,1,College,Divorced,Less than $40K,Blue,19,4,3,3,7970.0,0,7970.0,0.776,1284,30,0.429,0.0 +712933083,Existing Customer,37,M,1,Uneducated,Single,$80K - $120K,Blue,36,6,1,2,3127.0,2378,749.0,0.862,2292,49,0.441,0.76 +710497608,Existing Customer,38,M,2,Uneducated,Single,$40K - $60K,Blue,36,5,1,2,7756.0,1670,6086.0,0.78,1858,51,0.545,0.215 +721443408,Existing Customer,46,M,2,Uneducated,Single,$120K +,Blue,33,6,2,3,34516.0,676,33840.0,0.814,3508,58,0.871,0.02 +709149408,Existing Customer,36,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,4,5605.0,1322,4283.0,1.204,2338,41,0.952,0.236 +708446808,Existing Customer,33,M,1,Post-Graduate,Married,$80K - $120K,Blue,36,4,3,2,2946.0,1359,1587.0,0.746,2017,48,0.455,0.461 +824192658,Existing Customer,58,F,3,Post-Graduate,Single,Less than $40K,Blue,54,4,2,3,8886.0,0,8886.0,0.694,4148,79,0.756,0.0 +711625683,Existing Customer,46,M,4,Doctorate,Married,$120K +,Blue,36,3,2,5,3104.0,862,2242.0,1.057,2781,74,0.682,0.278 +717487983,Existing Customer,39,M,5,Unknown,Married,$80K - $120K,Blue,36,4,3,3,19435.0,2120,17315.0,0.625,2062,55,0.486,0.109 +717301908,Existing Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,46,3,3,3,3312.0,1624,1688.0,0.573,1973,55,0.667,0.49 +718435158,Existing Customer,50,M,3,High School,Married,$120K +,Blue,40,5,1,4,34516.0,0,34516.0,0.986,1930,36,0.44,0.0 +714797733,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,33,6,1,4,5246.0,0,5246.0,0.969,3189,56,0.556,0.0 +719213133,Existing Customer,53,M,1,Graduate,Unknown,$60K - $80K,Blue,41,4,1,2,2432.0,1554,878.0,1.158,3670,60,0.818,0.639 +798962058,Existing Customer,36,F,5,Graduate,Married,Less than $40K,Blue,30,3,3,3,3103.0,2399,704.0,0.581,1836,48,0.655,0.773 +718970058,Existing Customer,38,M,3,Unknown,Married,$120K +,Blue,33,5,3,4,30746.0,1168,29578.0,0.653,1519,43,0.72,0.038 +713021208,Attrited Customer,55,F,2,College,Single,Unknown,Silver,36,2,3,3,34516.0,0,34516.0,0.399,1353,40,0.212,0.0 +810856833,Existing Customer,45,M,4,College,Unknown,$120K +,Blue,40,3,2,2,11962.0,1025,10937.0,0.694,1907,52,0.926,0.086 +787868958,Existing Customer,36,M,2,High School,Single,$80K - $120K,Blue,27,5,3,3,14690.0,979,13711.0,0.811,2746,68,0.511,0.067 +708161133,Existing Customer,45,M,1,Graduate,Single,$40K - $60K,Blue,32,5,1,2,6629.0,1389,5240.0,0.828,3891,69,0.643,0.21 +708174708,Existing Customer,38,M,4,Graduate,Married,$40K - $60K,Blue,27,6,2,4,5535.0,1276,4259.0,0.636,1764,38,0.9,0.231 +708735183,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,22,4,3,3,2544.0,1848,696.0,0.804,2289,49,0.441,0.726 +708445608,Existing Customer,48,M,3,College,Married,Less than $40K,Blue,37,4,3,3,3305.0,2517,788.0,0.766,2027,57,1.036,0.762 +778943883,Existing Customer,51,M,2,Uneducated,Single,$120K +,Blue,36,5,2,4,34516.0,888,33628.0,1.299,1959,42,0.909,0.026 +788810658,Existing Customer,37,F,1,College,Single,Unknown,Blue,20,3,2,5,9466.0,0,9466.0,0.818,2503,70,0.489,0.0 +789050883,Existing Customer,33,F,2,Doctorate,Single,Unknown,Blue,21,4,3,4,5297.0,0,5297.0,0.779,2655,62,0.55,0.0 +714531108,Existing Customer,31,M,1,College,Married,$80K - $120K,Blue,36,4,3,3,4260.0,1775,2485.0,1.239,2109,52,0.625,0.417 +711635358,Existing Customer,40,F,4,College,Single,Less than $40K,Blue,26,6,1,2,7291.0,2517,4774.0,0.83,2198,56,0.697,0.345 +803648508,Existing Customer,43,M,4,High School,Unknown,$80K - $120K,Blue,37,4,2,3,13882.0,758,13124.0,0.5,1646,42,0.75,0.055 +813200058,Existing Customer,63,M,0,Graduate,Married,$40K - $60K,Blue,56,4,2,5,6500.0,1786,4714.0,0.524,1497,27,0.35,0.275 +805261983,Existing Customer,35,F,4,Unknown,Married,Less than $40K,Blue,30,6,3,4,1626.0,979,647.0,1.467,2847,61,0.968,0.602 +715206408,Existing Customer,31,F,1,High School,Single,Less than $40K,Blue,22,5,1,5,6662.0,0,6662.0,0.934,3264,83,0.766,0.0 +788684508,Existing Customer,36,M,4,Uneducated,Married,$80K - $120K,Blue,25,4,3,3,5846.0,1732,4114.0,0.611,2056,41,0.64,0.296 +737933883,Existing Customer,34,M,1,High School,Married,$60K - $80K,Blue,27,3,1,2,8063.0,2149,5914.0,0.722,2042,49,0.69,0.267 +768655158,Existing Customer,29,M,0,Unknown,Married,$60K - $80K,Blue,23,3,3,2,6224.0,1092,5132.0,0.919,2222,39,0.56,0.175 +774437583,Existing Customer,55,M,1,Doctorate,Married,$60K - $80K,Blue,49,6,2,4,4597.0,2442,2155.0,0.512,1504,38,0.357,0.531 +713104458,Attrited Customer,46,M,2,Graduate,Single,$40K - $60K,Blue,31,3,3,5,7869.0,0,7869.0,0.692,998,25,0.562,0.0 +715462008,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,35,6,3,2,17884.0,2096,15788.0,0.477,2031,49,0.633,0.117 +715366083,Attrited Customer,52,F,0,Doctorate,Single,Less than $40K,Blue,36,2,2,3,1438.3,978,460.3,0.773,947,33,0.571,0.68 +712322058,Existing Customer,40,F,3,High School,Married,Less than $40K,Blue,32,5,1,3,2046.0,1694,352.0,0.853,3432,49,0.96,0.828 +719737833,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,36,4,2,2,6370.0,0,6370.0,0.855,1783,40,0.667,0.0 +789530208,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,46,6,2,2,2737.0,2517,220.0,0.533,1619,37,0.48,0.92 +717885183,Existing Customer,36,M,1,Graduate,Single,Less than $40K,Blue,25,6,1,2,2622.0,2489,133.0,0.84,2717,79,0.549,0.949 +716244033,Attrited Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,33,2,3,3,7266.0,906,6360.0,0.676,1741,27,0.421,0.125 +711614658,Existing Customer,37,F,2,Uneducated,Single,Less than $40K,Blue,30,6,3,3,2258.0,1338,920.0,0.86,2511,55,0.774,0.593 +804598908,Existing Customer,35,M,3,Graduate,Single,$80K - $120K,Blue,25,3,2,3,6510.0,2055,4455.0,1.042,2238,49,0.531,0.316 +719161683,Existing Customer,64,F,0,Unknown,Married,Unknown,Blue,55,4,1,4,2508.0,1580,928.0,0.44,1607,44,0.419,0.63 +719327808,Existing Customer,52,F,2,Uneducated,Married,Unknown,Blue,36,5,1,2,4006.0,2517,1489.0,0.557,1157,34,0.619,0.628 +714038433,Existing Customer,37,F,5,High School,Single,$40K - $60K,Blue,19,4,1,2,3252.0,1987,1265.0,0.658,2953,72,0.714,0.611 +710129283,Existing Customer,45,F,4,Uneducated,Married,Unknown,Blue,26,4,3,1,16317.0,0,16317.0,0.742,2944,71,0.972,0.0 +709367433,Existing Customer,28,M,1,Unknown,Single,$40K - $60K,Blue,15,3,3,1,2109.0,1542,567.0,0.67,2261,56,0.6,0.731 +719729433,Existing Customer,65,F,1,Graduate,Married,Less than $40K,Blue,56,4,2,0,7023.0,1726,5297.0,1.178,2535,51,0.759,0.246 +717192933,Existing Customer,55,M,0,Graduate,Married,$120K +,Blue,42,3,2,1,8302.0,2517,5785.0,0.661,1576,34,0.789,0.303 +711734508,Existing Customer,55,M,2,Graduate,Married,$80K - $120K,Blue,47,3,3,3,9959.0,1209,8750.0,0.548,1584,28,0.273,0.121 +715153158,Existing Customer,41,M,4,Uneducated,Single,$40K - $60K,Blue,36,4,3,4,3636.0,1884,1752.0,0.924,4254,79,0.491,0.518 +712149033,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,46,5,1,1,5184.0,1856,3328.0,0.553,1834,55,0.571,0.358 +713901108,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,29,6,1,4,14575.0,0,14575.0,1.251,3444,80,0.702,0.0 +719415858,Existing Customer,29,M,0,College,Divorced,Unknown,Blue,15,6,3,2,3107.0,1720,1387.0,0.661,2460,71,0.69,0.554 +719385558,Existing Customer,62,F,0,College,Married,$40K - $60K,Blue,49,6,1,2,1438.3,0,1438.3,0.757,1281,32,1.0,0.0 +779528658,Existing Customer,42,M,4,College,Unknown,$60K - $80K,Blue,25,4,3,3,3092.0,1115,1977.0,0.802,2133,41,0.783,0.361 +721508283,Existing Customer,47,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,1,8322.0,0,8322.0,0.86,3700,62,1.0,0.0 +757753083,Existing Customer,44,F,0,Graduate,Married,Less than $40K,Silver,36,5,3,2,10110.0,1229,8881.0,0.65,4063,74,0.48,0.122 +797753283,Existing Customer,34,F,1,High School,Married,Less than $40K,Blue,28,4,3,4,2707.0,2036,671.0,0.827,1926,33,0.941,0.752 +807523008,Existing Customer,37,M,1,Graduate,Single,Unknown,Blue,32,4,1,3,4397.0,2007,2390.0,0.892,2473,47,1.136,0.456 +711416958,Existing Customer,33,F,2,Graduate,Single,Unknown,Blue,21,3,3,2,5795.0,0,5795.0,0.746,2322,65,0.585,0.0 +780865308,Existing Customer,40,M,4,Uneducated,Married,$80K - $120K,Blue,23,6,3,2,9760.0,1657,8103.0,1.134,4542,86,0.87,0.17 +708423933,Existing Customer,51,M,2,Doctorate,Single,$40K - $60K,Blue,40,3,2,0,6103.0,0,6103.0,0.532,3203,64,0.829,0.0 +714321408,Existing Customer,65,M,1,High School,Married,$40K - $60K,Blue,56,6,2,2,2246.0,1326,920.0,0.543,1429,32,0.455,0.59 +771852483,Existing Customer,46,M,3,Graduate,Single,$80K - $120K,Blue,35,6,3,4,4930.0,0,4930.0,1.019,3343,77,0.638,0.0 +708185208,Existing Customer,27,M,0,Graduate,Single,$40K - $60K,Blue,16,4,1,2,3178.0,1118,2060.0,0.643,2010,31,0.55,0.352 +714920208,Existing Customer,37,F,1,High School,Unknown,Less than $40K,Blue,30,3,5,0,3003.0,1810,1193.0,0.719,3148,68,0.789,0.603 +789952158,Existing Customer,34,F,1,Doctorate,Married,Unknown,Blue,25,4,3,3,2318.0,2069,249.0,1.399,2689,57,0.781,0.893 +713237958,Existing Customer,34,M,0,Graduate,Married,$40K - $60K,Blue,17,4,1,4,2638.0,2092,546.0,0.591,1868,43,0.344,0.793 +715956258,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,2004.0,0,2004.0,0.681,1974,60,0.364,0.0 +769196433,Existing Customer,55,F,2,Post-Graduate,Married,Less than $40K,Blue,49,4,1,1,2414.0,2276,138.0,0.567,2000,62,0.59,0.943 +778942233,Existing Customer,60,F,0,Doctorate,Married,Less than $40K,Blue,45,5,2,4,1438.3,648,790.3,0.477,1267,27,1.077,0.451 +708651933,Existing Customer,56,M,2,Graduate,Married,$60K - $80K,Blue,44,3,1,2,2043.0,1928,115.0,0.791,2311,57,0.839,0.944 +720467583,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,46,3,3,2,34516.0,2517,31999.0,0.685,3072,67,0.675,0.073 +716549058,Existing Customer,45,F,4,Uneducated,Married,$40K - $60K,Blue,36,3,1,3,3111.0,2290,821.0,1.612,1998,41,0.464,0.736 +713533983,Existing Customer,56,M,1,Graduate,Married,$120K +,Blue,48,6,3,4,2585.0,1207,1378.0,0.44,1590,33,0.32,0.467 +787463508,Attrited Customer,26,M,0,Graduate,Single,Less than $40K,Blue,13,5,2,4,2469.0,2410,59.0,0.544,1027,20,0.176,0.976 +710256708,Existing Customer,30,M,1,Unknown,Single,Less than $40K,Blue,19,5,2,0,8744.0,1712,7032.0,0.895,2579,68,0.659,0.196 +708980283,Existing Customer,34,M,3,High School,Married,$80K - $120K,Blue,23,5,1,4,4185.0,2517,1668.0,0.861,2179,55,0.774,0.601 +719484408,Existing Customer,39,M,3,Uneducated,Married,$60K - $80K,Blue,36,6,2,4,4759.0,1459,3300.0,1.24,2903,57,0.9,0.307 +710023233,Existing Customer,36,M,3,Graduate,Single,$120K +,Blue,36,6,2,4,24457.0,1300,23157.0,0.914,2739,65,0.912,0.053 +789101883,Existing Customer,32,M,3,Unknown,Single,$120K +,Blue,20,6,2,2,14244.0,1673,12571.0,0.699,2729,66,0.535,0.117 +778381608,Attrited Customer,48,M,4,Doctorate,Single,$80K - $120K,Blue,28,3,3,4,6572.0,417,6155.0,0.584,1766,46,0.533,0.063 +787492908,Existing Customer,50,F,2,Uneducated,Married,Unknown,Blue,34,5,3,2,23381.0,905,22476.0,0.645,4357,73,0.521,0.039 +709932558,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,26,5,3,2,3471.0,2517,954.0,0.743,1771,34,0.889,0.725 +780219483,Existing Customer,61,F,0,Graduate,Married,Less than $40K,Blue,51,4,2,1,2250.0,1041,1209.0,0.678,1339,28,0.867,0.463 +708590658,Existing Customer,65,F,1,Unknown,Married,Unknown,Blue,53,5,3,2,15965.0,2312,13653.0,0.59,1619,40,0.538,0.145 +715143333,Existing Customer,45,F,1,High School,Divorced,Less than $40K,Blue,36,6,2,2,9433.0,1578,7855.0,0.66,3910,81,0.653,0.167 +801048483,Existing Customer,34,M,3,Uneducated,Divorced,$120K +,Blue,28,4,3,3,9180.0,1814,7366.0,0.628,2646,49,0.633,0.198 +711913833,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,4,2,4,8818.0,1437,7381.0,0.649,1865,31,0.938,0.163 +715413483,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,3,4066.0,1028,3038.0,0.972,3888,77,0.604,0.253 +715750758,Existing Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,1,1,9031.0,1535,7496.0,0.69,1602,35,0.591,0.17 +714062958,Existing Customer,36,M,4,Unknown,Single,$40K - $60K,Blue,36,6,1,2,9887.0,994,8893.0,0.488,2552,64,0.455,0.101 +710458758,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,53,5,3,5,4161.0,2491,1670.0,0.41,1203,30,0.579,0.599 +719494983,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,15,6,3,3,2740.0,2069,671.0,0.418,1997,44,0.419,0.755 +710586483,Attrited Customer,26,F,0,High School,Single,Unknown,Blue,13,1,2,4,6152.0,0,6152.0,0.391,968,23,0.533,0.0 +772637058,Existing Customer,34,M,3,Uneducated,Married,$60K - $80K,Blue,24,3,1,4,8167.0,1740,6427.0,1.455,2141,51,0.7,0.213 +718229133,Existing Customer,51,M,2,College,Married,$120K +,Blue,41,6,2,4,23742.0,0,23742.0,0.769,3783,57,0.676,0.0 +718423533,Existing Customer,57,M,3,College,Unknown,$60K - $80K,Blue,50,6,3,4,16791.0,1181,15610.0,0.55,2983,74,0.682,0.07 +781089708,Existing Customer,30,M,0,Graduate,Divorced,$80K - $120K,Blue,23,6,1,2,26783.0,1285,25498.0,0.59,2495,46,0.769,0.048 +773082033,Existing Customer,35,M,1,Post-Graduate,Married,$80K - $120K,Blue,27,3,3,4,25516.0,1363,24153.0,1.172,2317,38,0.727,0.053 +815288583,Existing Customer,32,M,0,Graduate,Married,$40K - $60K,Blue,27,3,3,2,4815.0,1591,3224.0,1.409,2501,36,0.714,0.33 +720431433,Existing Customer,62,M,1,Graduate,Married,Unknown,Blue,36,5,2,2,3198.0,2308,890.0,0.724,1402,35,0.842,0.722 +709164408,Attrited Customer,32,M,1,Uneducated,Married,Less than $40K,Blue,23,1,3,3,2218.0,1696,522.0,0.367,730,20,0.429,0.765 +710567508,Existing Customer,53,M,3,High School,Married,$80K - $120K,Blue,44,4,2,3,23462.0,2202,21260.0,0.571,1387,33,0.65,0.094 +719427333,Existing Customer,55,M,3,College,Married,$60K - $80K,Blue,36,5,4,4,2252.0,1737,515.0,0.685,1291,27,0.5,0.771 +714765408,Existing Customer,26,F,1,Unknown,Single,Less than $40K,Blue,36,4,3,3,2557.0,1990,567.0,0.575,2266,57,0.357,0.778 +709785783,Attrited Customer,35,F,0,Graduate,Single,Less than $40K,Blue,25,5,3,4,2300.0,0,2300.0,0.877,1485,34,0.478,0.0 +809290308,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,26,3,1,1,3540.0,1173,2367.0,1.106,1912,45,0.667,0.331 +779598183,Existing Customer,53,M,3,Unknown,Single,$60K - $80K,Blue,42,6,1,2,22938.0,1700,21238.0,0.636,3428,54,0.5,0.074 +779783508,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,34,5,1,3,13129.0,901,12228.0,0.825,2564,56,0.474,0.069 +719568333,Existing Customer,39,M,3,Unknown,Single,$80K - $120K,Silver,36,5,3,2,34516.0,1900,32616.0,1.002,1668,36,0.714,0.055 +719207733,Existing Customer,61,F,0,High School,Married,Less than $40K,Blue,53,5,2,0,3396.0,802,2594.0,0.548,1418,36,0.5,0.236 +715533108,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,20,4,3,4,4712.0,955,3757.0,0.855,2568,62,0.59,0.203 +714816258,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,36,4,2,2,7638.0,947,6691.0,0.682,2336,58,0.611,0.124 +787573683,Existing Customer,41,M,3,Post-Graduate,Married,$60K - $80K,Blue,34,4,2,2,2624.0,1319,1305.0,0.768,4189,74,0.609,0.503 +804310758,Existing Customer,58,M,3,Graduate,Married,$120K +,Blue,52,5,2,5,17934.0,1578,16356.0,0.593,2005,48,0.778,0.088 +792912708,Existing Customer,45,M,5,Graduate,Married,$40K - $60K,Silver,39,3,1,5,15198.0,2098,13100.0,0.8,3183,64,0.73,0.138 +719078283,Existing Customer,57,F,4,High School,Married,Less than $40K,Blue,47,5,3,4,3191.0,2517,674.0,0.719,1501,35,0.591,0.789 +708620283,Existing Customer,35,M,1,Unknown,Single,$60K - $80K,Blue,25,6,3,2,6053.0,2001,4052.0,0.743,2208,59,0.595,0.331 +770985633,Existing Customer,39,M,2,Unknown,Married,$40K - $60K,Blue,26,6,1,2,5510.0,2027,3483.0,0.898,1980,42,0.68,0.368 +780094008,Existing Customer,55,M,3,Doctorate,Married,$120K +,Blue,40,4,3,1,12875.0,1119,11756.0,0.401,1624,40,0.429,0.087 +716420358,Existing Customer,41,F,2,High School,Married,$40K - $60K,Blue,36,5,2,4,2602.0,1490,1112.0,0.66,3151,78,0.66,0.573 +825756333,Existing Customer,55,F,0,Uneducated,Married,Less than $40K,Blue,51,4,3,1,2041.0,1885,156.0,0.587,2118,48,0.778,0.924 +755273658,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,45,3,3,3,2548.0,1683,865.0,0.75,2055,54,0.636,0.661 +709096908,Existing Customer,57,M,2,Graduate,Married,$120K +,Blue,49,6,3,1,4698.0,984,3714.0,0.373,1865,35,0.458,0.209 +714840858,Existing Customer,40,F,3,High School,Unknown,Less than $40K,Blue,31,5,2,4,2222.0,1551,671.0,0.932,3302,65,0.585,0.698 +721205508,Existing Customer,47,M,4,High School,Married,$80K - $120K,Blue,36,3,3,4,8217.0,0,8217.0,0.678,1848,56,0.514,0.0 +786493908,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Silver,36,4,3,3,10091.0,0,10091.0,1.121,3347,64,0.778,0.0 +803963808,Existing Customer,39,M,3,Graduate,Single,$80K - $120K,Blue,34,4,3,5,19074.0,0,19074.0,0.804,3762,74,1.0,0.0 +806170158,Existing Customer,39,M,4,Graduate,Single,$60K - $80K,Gold,34,3,3,2,34516.0,542,33974.0,0.866,3899,78,0.857,0.016 +751469808,Existing Customer,36,M,3,Graduate,Married,$120K +,Blue,29,5,2,4,12852.0,1945,10907.0,0.659,1606,33,0.941,0.151 +721055058,Existing Customer,36,M,2,Uneducated,Married,$60K - $80K,Blue,21,4,1,5,12763.0,2517,10246.0,1.631,2599,46,0.917,0.197 +709794333,Existing Customer,29,M,0,Graduate,Married,Less than $40K,Blue,19,6,2,4,2827.0,1430,1397.0,0.885,1608,30,1.308,0.506 +718361583,Existing Customer,56,F,2,Uneducated,Married,Unknown,Blue,36,3,3,5,8242.0,0,8242.0,0.434,1559,44,0.467,0.0 +714327183,Existing Customer,37,F,4,Graduate,Married,Less than $40K,Blue,28,4,3,1,1825.0,1389,436.0,1.595,2878,54,0.636,0.761 +808909008,Existing Customer,61,M,0,Post-Graduate,Married,Less than $40K,Blue,56,6,3,4,1438.3,0,1438.3,0.589,1448,31,0.292,0.0 +716207508,Existing Customer,36,M,3,High School,Married,$60K - $80K,Blue,36,5,2,4,5497.0,1517,3980.0,0.624,1981,38,0.357,0.276 +768965208,Existing Customer,51,F,1,Graduate,Married,$40K - $60K,Blue,45,5,2,2,6778.0,865,5913.0,0.992,3158,71,0.775,0.128 +720185058,Attrited Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,36,2,3,4,4267.0,0,4267.0,0.862,1067,23,0.769,0.0 +715220508,Existing Customer,31,F,0,High School,Married,Less than $40K,Blue,22,4,2,1,3273.0,2517,756.0,1.465,2726,57,0.727,0.769 +712112733,Existing Customer,33,M,2,Doctorate,Single,$40K - $60K,Blue,25,5,2,2,9371.0,1541,7830.0,0.781,2518,67,0.971,0.164 +712298883,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,38,3,3,1,1438.3,663,775.3,0.384,2987,73,0.622,0.461 +717813558,Attrited Customer,57,F,3,High School,Single,Unknown,Blue,36,1,4,2,8389.0,1960,6429.0,0.384,1334,38,0.407,0.234 +716823408,Existing Customer,65,M,0,Doctorate,Single,Unknown,Blue,56,3,2,2,28410.0,1608,26802.0,0.913,2278,77,1.139,0.057 +719089383,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,29,3,2,1,6168.0,2371,3797.0,0.668,4303,80,0.509,0.384 +710039208,Existing Customer,57,F,3,Unknown,Single,Unknown,Blue,40,3,3,1,2111.0,966,1145.0,0.923,3871,87,0.706,0.458 +780237033,Existing Customer,63,F,1,Unknown,Married,$40K - $60K,Blue,49,3,1,3,3141.0,1819,1322.0,0.497,1539,35,0.522,0.579 +720986958,Existing Customer,50,F,2,Graduate,Divorced,$40K - $60K,Blue,40,6,2,5,8307.0,2517,5790.0,1.743,2293,36,0.8,0.303 +709473708,Existing Customer,39,M,3,Graduate,Married,$80K - $120K,Blue,31,4,2,3,30753.0,1661,29092.0,0.681,1780,33,0.941,0.054 +708593883,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,26,3,1,4,2731.0,1573,1158.0,0.943,1813,38,0.727,0.576 +710241858,Existing Customer,39,F,4,Unknown,Married,Less than $40K,Blue,31,6,1,4,2890.0,0,2890.0,0.545,2040,36,0.44,0.0 +715392558,Existing Customer,52,M,1,Unknown,Single,$120K +,Blue,44,6,1,2,34516.0,0,34516.0,1.03,2848,56,0.75,0.0 +717399183,Existing Customer,37,M,1,Graduate,Married,$80K - $120K,Blue,26,6,3,1,8058.0,1176,6882.0,1.164,2774,52,0.625,0.146 +817925058,Existing Customer,50,F,2,Uneducated,Married,Unknown,Blue,45,6,1,4,5660.0,2401,3259.0,0.779,1932,35,0.346,0.424 +716029158,Existing Customer,59,M,0,Unknown,Married,$60K - $80K,Blue,36,6,4,5,4230.0,1366,2864.0,0.63,1480,35,0.458,0.323 +715043508,Existing Customer,38,M,2,Graduate,Unknown,$40K - $60K,Blue,36,4,3,4,9515.0,0,9515.0,0.79,4642,61,0.605,0.0 +716610558,Existing Customer,65,F,0,High School,Single,$40K - $60K,Blue,36,3,3,3,10962.0,1559,9403.0,0.708,2724,71,0.651,0.142 +716768808,Existing Customer,57,M,1,Unknown,Married,$120K +,Blue,36,6,2,4,23848.0,1967,21881.0,0.462,1591,43,0.72,0.082 +795810633,Existing Customer,65,M,0,Uneducated,Married,Unknown,Blue,56,3,3,2,10144.0,1295,8849.0,0.758,1234,24,1.182,0.128 +779925033,Existing Customer,38,F,4,Graduate,Married,$40K - $60K,Blue,22,4,3,4,2997.0,1969,1028.0,1.235,2807,60,0.714,0.657 +790225758,Existing Customer,41,M,2,College,Single,$80K - $120K,Blue,35,6,3,3,2647.0,620,2027.0,0.664,2262,47,0.424,0.234 +713879283,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,47,3,1,2,4580.0,1300,3280.0,0.519,1694,34,0.7,0.284 +715968858,Existing Customer,28,M,0,Post-Graduate,Married,Unknown,Blue,13,4,1,2,2608.0,1630,978.0,0.521,1822,33,0.32,0.625 +767687208,Existing Customer,31,M,2,Unknown,Single,$80K - $120K,Blue,24,6,3,3,34516.0,1180,33336.0,0.801,2329,69,0.605,0.034 +778728783,Existing Customer,39,F,2,Unknown,Married,Less than $40K,Blue,19,5,3,1,3156.0,2095,1061.0,1.281,2739,56,0.75,0.664 +713637783,Existing Customer,44,F,3,Graduate,Married,Unknown,Blue,31,5,2,0,24936.0,2053,22883.0,0.716,1810,38,0.727,0.082 +718162908,Existing Customer,55,M,3,College,Married,$80K - $120K,Blue,42,3,2,1,26101.0,614,25487.0,0.397,1472,48,0.412,0.024 +708664008,Existing Customer,57,M,3,College,Married,$80K - $120K,Blue,45,6,3,4,14270.0,0,14270.0,0.398,1222,37,0.423,0.0 +711929058,Existing Customer,28,M,0,High School,Married,Unknown,Blue,21,5,3,5,25618.0,1209,24409.0,1.228,2157,49,1.882,0.047 +770781558,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,21,5,1,2,3230.0,2517,713.0,0.677,1914,31,0.348,0.779 +790048158,Existing Customer,46,F,4,College,Married,Less than $40K,Blue,38,3,3,3,8881.0,1865,7016.0,1.279,2632,54,1.077,0.21 +721258158,Existing Customer,65,F,1,Uneducated,Single,Unknown,Blue,51,3,3,5,11037.0,1491,9546.0,0.651,2429,63,0.75,0.135 +786480183,Existing Customer,50,F,2,Uneducated,Married,Unknown,Blue,44,6,2,5,16763.0,0,16763.0,0.88,3626,69,0.683,0.0 +721378008,Existing Customer,31,M,0,Uneducated,Divorced,$40K - $60K,Blue,21,6,2,2,2621.0,1461,1160.0,0.775,2718,71,0.775,0.557 +786566733,Existing Customer,49,M,2,Unknown,Single,$80K - $120K,Blue,43,3,3,5,4939.0,1190,3749.0,0.557,3764,64,0.524,0.241 +794551383,Existing Customer,50,F,3,College,Single,Less than $40K,Blue,32,5,3,4,4419.0,1218,3201.0,0.879,4535,75,0.562,0.276 +820981383,Existing Customer,44,F,4,High School,Divorced,Less than $40K,Blue,39,5,1,4,9235.0,1796,7439.0,0.958,1739,42,0.448,0.194 +713366583,Existing Customer,63,F,1,High School,Married,Less than $40K,Blue,56,6,1,3,3055.0,1685,1370.0,0.541,1405,40,0.481,0.552 +767311008,Existing Customer,41,M,1,Graduate,Divorced,$80K - $120K,Blue,35,6,2,3,19412.0,770,18642.0,0.755,1576,41,0.952,0.04 +716624133,Existing Customer,56,M,1,Unknown,Married,$80K - $120K,Blue,36,6,1,3,12786.0,1880,10906.0,0.702,1205,19,0.462,0.147 +712727283,Existing Customer,55,M,1,Graduate,Married,$60K - $80K,Blue,36,4,2,3,4666.0,1275,3391.0,0.397,1281,28,0.75,0.273 +716059608,Existing Customer,48,F,4,College,Single,Less than $40K,Blue,38,4,3,3,4894.0,1505,3389.0,0.78,3277,67,0.558,0.308 +708292833,Existing Customer,35,M,2,High School,Single,$120K +,Blue,36,4,2,3,27389.0,1250,26139.0,0.641,2754,60,0.463,0.046 +720013083,Existing Customer,30,F,0,Post-Graduate,Single,Less than $40K,Blue,18,6,3,2,2132.0,797,1335.0,0.779,3265,74,0.574,0.374 +710540883,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,24,5,3,2,6590.0,0,6590.0,0.714,2449,67,0.634,0.0 +709212183,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,36,6,1,3,3176.0,1470,1706.0,0.388,1634,53,0.472,0.463 +713424108,Existing Customer,37,M,1,Graduate,Single,$60K - $80K,Blue,27,4,1,3,4288.0,2349,1939.0,0.718,2591,57,0.541,0.548 +718476033,Existing Customer,65,F,0,Uneducated,Single,Unknown,Blue,56,5,3,5,20130.0,2355,17775.0,0.716,2444,49,0.633,0.117 +815001108,Existing Customer,48,M,2,Doctorate,Single,Less than $40K,Blue,43,3,3,2,5945.0,1685,4260.0,0.9,3598,67,0.718,0.283 +709802208,Existing Customer,37,M,1,Graduate,Married,$40K - $60K,Blue,17,3,1,4,3350.0,0,3350.0,1.316,2849,61,0.694,0.0 +713445183,Existing Customer,35,M,1,High School,Married,$60K - $80K,Blue,26,4,3,2,4008.0,1841,2167.0,1.504,2794,58,1.148,0.459 +717310458,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,27,3,3,2,5780.0,938,4842.0,0.988,2960,65,0.757,0.162 +789158433,Existing Customer,49,F,2,High School,Unknown,$40K - $60K,Blue,38,4,1,2,2497.0,1674,823.0,0.701,2922,53,0.963,0.67 +788761608,Existing Customer,26,F,0,High School,Single,Unknown,Blue,13,3,3,4,10286.0,2286,8000.0,0.671,2564,57,0.462,0.222 +709916058,Existing Customer,58,M,1,Unknown,Married,$60K - $80K,Blue,36,3,1,3,2347.0,2163,184.0,0.615,1631,40,0.29,0.922 +789804933,Existing Customer,29,F,2,Uneducated,Single,Unknown,Blue,18,4,1,2,23125.0,1236,21889.0,0.995,2536,69,0.865,0.053 +780070833,Existing Customer,58,F,2,Unknown,Married,Less than $40K,Blue,43,6,2,2,3034.0,2517,517.0,0.63,1617,29,1.417,0.83 +772776033,Existing Customer,33,M,2,College,Single,$80K - $120K,Blue,23,3,4,3,7081.0,1874,5207.0,0.699,2249,47,1.35,0.265 +719804208,Existing Customer,36,M,2,Graduate,Married,$40K - $60K,Blue,28,5,1,3,6824.0,1873,4951.0,0.563,1933,48,0.655,0.274 +715077483,Existing Customer,47,F,3,Doctorate,Married,Less than $40K,Blue,36,4,3,4,1438.3,772,666.3,1.451,2250,40,0.905,0.537 +717000858,Existing Customer,41,M,2,Graduate,Married,Less than $40K,Blue,29,3,2,2,2683.0,1738,945.0,0.745,2274,52,0.733,0.648 +792402483,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,40,5,2,1,12280.0,985,11295.0,0.841,4263,70,1.0,0.08 +712973733,Existing Customer,58,M,4,Graduate,Married,$60K - $80K,Blue,36,3,2,2,14607.0,1480,13127.0,0.346,1393,38,0.462,0.101 +813213558,Existing Customer,53,F,1,Doctorate,Single,Less than $40K,Blue,48,4,3,3,2267.0,1469,798.0,0.716,3709,64,0.684,0.648 +718215033,Existing Customer,54,F,3,Unknown,Married,Less than $40K,Blue,36,6,2,4,2556.0,2260,296.0,0.487,1401,30,0.579,0.884 +717207408,Existing Customer,39,F,1,Uneducated,Divorced,Unknown,Blue,34,4,1,2,12512.0,666,11846.0,0.914,2995,60,0.875,0.053 +711426033,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Blue,39,3,2,2,11332.0,946,10386.0,0.857,3806,65,0.667,0.083 +719233833,Existing Customer,35,F,3,High School,Married,Less than $40K,Blue,23,3,3,4,3073.0,526,2547.0,0.702,1944,55,0.618,0.171 +716864733,Existing Customer,47,M,3,College,Married,$120K +,Silver,27,6,3,3,34516.0,2315,32201.0,0.599,1805,46,0.704,0.067 +821168733,Existing Customer,38,M,3,Graduate,Married,$60K - $80K,Blue,34,6,3,3,5323.0,2301,3022.0,0.68,1783,33,0.65,0.432 +710135058,Existing Customer,56,M,1,Graduate,Married,$80K - $120K,Blue,44,3,1,0,9078.0,1501,7577.0,0.51,1543,34,0.545,0.165 +720228708,Existing Customer,56,M,2,High School,Married,$120K +,Blue,46,4,1,3,27029.0,1347,25682.0,0.381,1302,27,0.421,0.05 +718618458,Existing Customer,38,M,3,High School,Single,$60K - $80K,Blue,25,5,1,4,9859.0,1305,8554.0,0.722,4345,72,0.674,0.132 +719470458,Attrited Customer,46,M,3,College,Single,$80K - $120K,Blue,39,1,4,3,4026.0,243,3783.0,0.738,1102,27,0.8,0.06 +719587158,Existing Customer,37,M,1,High School,Single,$40K - $60K,Blue,25,3,2,3,2608.0,1799,809.0,0.732,2565,72,0.636,0.69 +715499808,Existing Customer,63,F,0,Unknown,Married,Less than $40K,Blue,36,4,1,4,3552.0,2517,1035.0,0.465,1342,26,1.0,0.709 +718589133,Existing Customer,65,F,1,Graduate,Single,Less than $40K,Blue,56,6,2,2,4613.0,1619,2994.0,0.697,2328,62,0.722,0.351 +789235383,Existing Customer,38,M,4,College,Married,$80K - $120K,Blue,27,5,2,4,10386.0,1909,8477.0,1.43,2119,52,1.08,0.184 +773364483,Existing Customer,45,F,4,Doctorate,Unknown,Unknown,Silver,39,4,1,2,34516.0,1298,33218.0,0.757,1906,39,0.773,0.038 +713548158,Existing Customer,26,M,0,College,Single,$40K - $60K,Blue,36,5,2,3,2657.0,1611,1046.0,0.599,2349,41,0.464,0.606 +720264783,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,44,4,2,3,5031.0,1327,3704.0,0.553,1433,34,0.889,0.264 +715319958,Attrited Customer,48,M,3,Uneducated,Married,$120K +,Blue,36,5,2,4,34516.0,787,33729.0,0.763,1312,32,0.6,0.023 +710528583,Existing Customer,26,F,0,Unknown,Single,$40K - $60K,Blue,16,6,2,4,1612.0,835,777.0,0.588,2148,40,0.379,0.518 +809990883,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,43,6,2,2,2423.0,1773,650.0,0.574,2038,64,0.362,0.732 +714412308,Attrited Customer,33,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,5,7140.0,0,7140.0,0.401,916,18,0.2,0.0 +772303458,Existing Customer,62,F,0,Doctorate,Married,$40K - $60K,Blue,51,3,3,2,3377.0,948,2429.0,0.461,1407,44,0.467,0.281 +721243083,Attrited Customer,55,M,3,Uneducated,Divorced,$80K - $120K,Blue,41,1,3,4,34516.0,2408,32108.0,0.796,1187,40,0.6,0.07 +711990933,Existing Customer,40,F,2,Graduate,Single,Less than $40K,Blue,29,4,3,2,2295.0,0,2295.0,0.699,3292,62,0.824,0.0 +819977058,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,41,3,3,2,3150.0,1543,1607.0,0.998,3432,71,0.972,0.49 +721467258,Existing Customer,58,M,1,High School,Married,$40K - $60K,Blue,36,3,2,5,2165.0,1135,1030.0,0.707,1541,33,0.833,0.524 +719976558,Existing Customer,47,M,2,Graduate,Unknown,$60K - $80K,Blue,34,3,2,4,4249.0,1562,2687.0,0.773,1881,49,0.815,0.368 +718824783,Existing Customer,50,M,2,Unknown,Divorced,$60K - $80K,Blue,41,6,1,3,2966.0,1433,1533.0,0.49,1986,50,0.613,0.483 +713303733,Existing Customer,53,M,1,Graduate,Married,$120K +,Blue,41,6,3,2,1612.0,744,868.0,0.636,1564,33,0.5,0.462 +711129483,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,36,3,1,3,14593.0,1504,13089.0,0.668,3447,72,0.895,0.103 +779618433,Existing Customer,48,M,4,Uneducated,Single,$40K - $60K,Blue,38,6,3,2,8327.0,1551,6776.0,0.463,4428,82,0.822,0.186 +797757333,Existing Customer,43,M,3,Post-Graduate,Married,$60K - $80K,Gold,37,6,1,2,34516.0,1580,32936.0,0.707,4149,86,0.755,0.046 +814497483,Existing Customer,60,M,0,Uneducated,Married,$60K - $80K,Blue,55,6,1,2,6479.0,1393,5086.0,0.468,1618,47,0.958,0.215 +709623483,Existing Customer,56,M,2,High School,Married,$120K +,Blue,41,4,1,3,18442.0,1470,16972.0,0.491,1281,36,0.8,0.08 +709056558,Existing Customer,43,F,3,College,Married,$40K - $60K,Blue,31,5,3,2,2800.0,2517,283.0,0.816,1994,41,0.64,0.899 +708238833,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,3032.0,2215,817.0,0.408,1387,30,0.579,0.731 +813261408,Existing Customer,52,F,1,Uneducated,Married,$40K - $60K,Blue,47,6,3,3,2151.0,1338,813.0,0.926,3446,58,1.0,0.622 +720424608,Existing Customer,56,F,1,Unknown,Married,Unknown,Blue,36,6,3,2,24073.0,1084,22989.0,0.847,1341,37,1.176,0.045 +798022683,Attrited Customer,43,M,1,Graduate,Married,$80K - $120K,Blue,37,4,2,3,25517.0,321,25196.0,0.769,2508,44,0.294,0.013 +769756983,Existing Customer,38,M,3,Graduate,Married,$60K - $80K,Blue,32,3,1,2,7709.0,2227,5482.0,1.295,2520,61,0.848,0.289 +712674183,Existing Customer,53,M,2,College,Married,$40K - $60K,Blue,33,3,3,1,4065.0,2180,1885.0,0.321,1271,36,0.2,0.536 +708900408,Existing Customer,52,F,1,Graduate,Divorced,Unknown,Blue,35,3,2,4,13169.0,1499,11670.0,0.603,4370,83,0.537,0.114 +713625483,Existing Customer,58,M,2,College,Married,$80K - $120K,Blue,44,3,2,2,11811.0,2508,9303.0,0.476,1469,29,0.812,0.212 +716869458,Existing Customer,34,F,3,College,Single,Less than $40K,Blue,36,3,6,1,7440.0,704,6736.0,0.551,2251,63,0.537,0.095 +788723133,Existing Customer,36,M,1,High School,Single,$40K - $60K,Blue,20,5,1,2,12714.0,976,11738.0,0.649,2240,53,0.395,0.077 +794462133,Existing Customer,55,F,0,Graduate,Single,$40K - $60K,Blue,35,5,1,3,3735.0,1978,1757.0,0.675,1749,41,0.577,0.53 +712604133,Existing Customer,54,M,1,Uneducated,Married,$80K - $120K,Blue,43,3,1,4,25882.0,1699,24183.0,0.428,1736,48,0.371,0.066 +714397983,Existing Customer,36,M,2,College,Married,$40K - $60K,Blue,36,4,3,1,3877.0,1495,2382.0,0.783,1942,42,0.75,0.386 +788269158,Existing Customer,35,F,2,Graduate,Single,Unknown,Blue,27,4,3,0,3280.0,1806,1474.0,0.963,2534,78,0.95,0.551 +715898058,Existing Customer,53,M,2,Graduate,Married,$120K +,Blue,36,5,1,3,11023.0,0,11023.0,0.539,1656,41,0.367,0.0 +711906033,Existing Customer,48,F,3,Graduate,Unknown,Less than $40K,Blue,36,4,2,2,6182.0,1131,5051.0,0.566,3546,63,0.615,0.183 +711367308,Existing Customer,37,M,3,Uneducated,Single,$40K - $60K,Blue,19,3,3,4,2186.0,1185,1001.0,0.998,2614,67,0.861,0.542 +790186458,Existing Customer,45,M,3,Uneducated,Single,$80K - $120K,Blue,39,3,1,0,17996.0,864,17132.0,0.597,1589,30,0.667,0.048 +712040433,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,43,6,2,3,2306.0,2200,106.0,0.697,2097,57,0.541,0.954 +709616958,Existing Customer,38,M,2,High School,Single,$60K - $80K,Silver,30,4,3,4,26556.0,1583,24973.0,0.694,3168,73,0.738,0.06 +714633858,Existing Customer,35,F,2,College,Married,Less than $40K,Blue,18,3,3,2,5779.0,2517,3262.0,1.201,2102,32,1.133,0.436 +794818833,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,30,6,1,2,5494.0,2078,3416.0,0.79,2661,58,0.871,0.378 +711219333,Existing Customer,33,M,1,Post-Graduate,Married,$120K +,Blue,14,6,1,0,7571.0,2264,5307.0,0.696,2273,49,0.485,0.299 +713384508,Existing Customer,28,M,1,High School,Single,Less than $40K,Blue,14,4,3,1,2897.0,1398,1499.0,0.907,2698,73,0.872,0.483 +772514808,Existing Customer,36,F,2,Uneducated,Single,$40K - $60K,Blue,26,3,2,4,3131.0,2379,752.0,0.748,2315,63,0.853,0.76 +710808108,Existing Customer,34,F,3,College,Divorced,Less than $40K,Blue,27,3,3,2,4274.0,2517,1757.0,0.666,2257,54,0.8,0.589 +778973658,Existing Customer,55,M,0,Doctorate,Married,$60K - $80K,Blue,36,4,6,4,4980.0,906,4074.0,0.721,2273,66,0.886,0.182 +712005108,Existing Customer,61,F,0,Post-Graduate,Married,Less than $40K,Blue,48,3,3,3,3156.0,2155,1001.0,0.438,1376,44,0.571,0.683 +804577833,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,39,5,1,0,6861.0,2101,4760.0,0.464,3974,63,0.909,0.306 +715028283,Existing Customer,54,M,1,Graduate,Married,$80K - $120K,Blue,46,3,3,2,15554.0,2497,13057.0,1.027,2836,61,0.605,0.161 +789786258,Existing Customer,39,M,2,High School,Married,$80K - $120K,Blue,28,3,2,4,26570.0,1915,24655.0,1.454,2118,33,1.062,0.072 +715421058,Existing Customer,51,M,1,Unknown,Married,$60K - $80K,Blue,36,3,2,4,22224.0,979,21245.0,1.255,3346,69,1.156,0.044 +797166633,Existing Customer,47,M,2,Unknown,Single,$80K - $120K,Blue,41,6,2,4,10606.0,1713,8893.0,0.899,2694,61,0.906,0.162 +711041508,Existing Customer,37,F,1,High School,Married,$40K - $60K,Blue,25,4,3,4,5865.0,2517,3348.0,1.348,2623,47,1.35,0.429 +712847208,Existing Customer,47,F,3,Graduate,Unknown,$40K - $60K,Blue,36,5,2,3,5369.0,1854,3515.0,0.959,1898,50,0.786,0.345 +779174133,Existing Customer,56,M,3,Uneducated,Married,$120K +,Blue,43,5,1,5,5188.0,753,4435.0,0.591,1540,30,0.429,0.145 +715680933,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,36,4,2,4,17742.0,1463,16279.0,0.803,3369,55,0.774,0.082 +770871708,Existing Customer,62,M,0,Graduate,Married,$40K - $60K,Blue,48,5,1,5,2591.0,0,2591.0,0.601,2123,56,0.697,0.0 +772643058,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,48,6,2,3,2800.0,1834,966.0,0.615,1571,36,0.636,0.655 +718199133,Existing Customer,57,M,1,High School,Married,$80K - $120K,Blue,36,3,2,2,6543.0,2260,4283.0,0.448,1519,31,0.632,0.345 +721475133,Existing Customer,54,F,1,Doctorate,Single,Unknown,Blue,36,6,3,4,26053.0,829,25224.0,0.669,2768,70,0.628,0.032 +766322883,Existing Customer,33,F,3,College,Single,$40K - $60K,Blue,26,6,3,5,6316.0,1344,4972.0,0.823,2401,71,0.732,0.213 +771197433,Existing Customer,54,F,1,Graduate,Married,Less than $40K,Blue,41,3,2,4,4658.0,588,4070.0,0.856,1351,30,1.5,0.126 +709516458,Existing Customer,30,M,0,Graduate,Divorced,$60K - $80K,Blue,22,3,3,3,6476.0,0,6476.0,0.551,2723,66,0.65,0.0 +716456808,Existing Customer,36,F,2,High School,Single,Less than $40K,Blue,36,6,2,5,8087.0,1263,6824.0,0.615,2429,69,0.643,0.156 +716819958,Existing Customer,60,M,2,Graduate,Married,$60K - $80K,Blue,50,3,1,2,9033.0,845,8188.0,0.663,1661,35,0.4,0.094 +779449308,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,28,6,3,4,3206.0,0,3206.0,1.065,3253,72,0.532,0.0 +784891458,Existing Customer,55,M,1,Graduate,Married,$80K - $120K,Blue,49,4,3,3,28751.0,2158,26593.0,0.536,1502,34,0.789,0.075 +790004883,Existing Customer,55,M,1,High School,Married,$80K - $120K,Blue,47,3,3,3,2938.0,1995,943.0,0.514,1352,30,0.429,0.679 +770262183,Existing Customer,31,M,0,Uneducated,Single,Less than $40K,Blue,25,5,2,2,5715.0,1741,3974.0,0.816,2324,67,1.03,0.305 +715277583,Existing Customer,55,F,3,Uneducated,Divorced,Less than $40K,Blue,36,3,2,1,2111.0,1209,902.0,0.594,2803,61,0.605,0.573 +815510883,Existing Customer,36,M,2,Post-Graduate,Single,$40K - $60K,Blue,31,3,2,5,11862.0,2282,9580.0,0.837,2576,74,0.85,0.192 +713997183,Existing Customer,34,F,2,Unknown,Single,Less than $40K,Blue,36,3,3,2,2791.0,2160,631.0,0.825,2214,56,0.6,0.774 +715107033,Existing Customer,33,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,4,6551.0,1440,5111.0,0.629,2429,77,0.453,0.22 +720706008,Existing Customer,30,M,2,Post-Graduate,Single,$40K - $60K,Blue,16,5,3,5,4533.0,1977,2556.0,0.664,2679,69,0.605,0.436 +710108133,Existing Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,0,1854.0,1528,326.0,0.444,1307,39,0.393,0.824 +718983333,Existing Customer,53,M,2,Uneducated,Married,$80K - $120K,Blue,43,6,1,3,6704.0,1354,5350.0,0.411,1331,30,0.364,0.202 +714030183,Existing Customer,59,M,0,Graduate,Single,$80K - $120K,Silver,36,5,3,3,34516.0,1494,33022.0,1.229,3259,65,0.585,0.043 +710496708,Existing Customer,41,M,2,College,Single,$120K +,Blue,32,6,3,2,5489.0,1513,3976.0,0.87,4085,65,0.548,0.276 +714935883,Existing Customer,45,M,3,Uneducated,Married,$40K - $60K,Blue,36,3,1,1,10619.0,607,10012.0,0.883,4074,65,0.477,0.057 +718972758,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,40,5,3,3,2481.0,1287,1194.0,0.465,1825,51,0.821,0.519 +711827958,Existing Customer,57,M,2,Uneducated,Married,$60K - $80K,Blue,47,4,4,1,5100.0,1970,3130.0,0.371,1032,26,0.368,0.386 +778724058,Existing Customer,63,M,0,Doctorate,Single,$40K - $60K,Blue,49,5,4,3,5905.0,726,5179.0,0.85,3982,65,0.857,0.123 +809620833,Existing Customer,35,F,3,Unknown,Single,Unknown,Blue,30,3,3,2,9293.0,0,9293.0,0.897,2314,59,1.034,0.0 +718920708,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,25,5,3,3,5240.0,1451,3789.0,1.198,2172,38,0.81,0.277 +771051783,Existing Customer,53,M,3,High School,Married,$120K +,Blue,40,6,2,5,4182.0,741,3441.0,0.885,1297,24,1.182,0.177 +715970133,Existing Customer,33,F,4,College,Divorced,Less than $40K,Blue,24,6,2,2,9857.0,0,9857.0,0.699,3448,103,0.635,0.0 +806889633,Existing Customer,38,M,2,Uneducated,Married,$80K - $120K,Blue,33,3,1,4,20117.0,1226,18891.0,1.4,2906,58,1.0,0.061 +717338733,Existing Customer,31,M,0,High School,Divorced,Less than $40K,Blue,22,3,2,3,6012.0,0,6012.0,0.968,2801,72,0.674,0.0 +779223858,Existing Customer,37,M,2,Graduate,Married,$60K - $80K,Blue,27,4,2,4,6369.0,0,6369.0,1.454,2675,47,1.136,0.0 +769980333,Existing Customer,36,M,1,Uneducated,Single,$80K - $120K,Blue,30,4,2,5,13005.0,2152,10853.0,1.424,3023,53,0.767,0.165 +716112933,Attrited Customer,39,F,3,Graduate,Married,Unknown,Blue,36,3,2,3,1575.0,592,983.0,0.236,644,15,0.154,0.376 +788783133,Existing Customer,58,F,0,Post-Graduate,Married,Less than $40K,Blue,39,5,3,3,6679.0,1207,5472.0,0.538,1649,29,0.381,0.181 +816325533,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,34,6,3,5,6458.0,1802,4656.0,0.923,2315,49,0.581,0.279 +720113433,Existing Customer,61,M,0,Unknown,Single,$60K - $80K,Blue,48,3,2,4,20803.0,1446,19357.0,0.736,2073,43,0.654,0.07 +717233058,Existing Customer,34,M,4,Unknown,Married,$40K - $60K,Blue,26,3,2,4,5540.0,1240,4300.0,0.843,1524,31,0.824,0.224 +710233683,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,36,4,3,4,2801.0,2403,398.0,0.884,1526,44,1.0,0.858 +778327908,Existing Customer,50,M,2,Uneducated,Single,Less than $40K,Blue,40,4,3,5,2419.0,2380,39.0,0.695,4099,73,0.659,0.984 +716400633,Existing Customer,33,M,3,High School,Single,$40K - $60K,Blue,24,6,3,3,5156.0,1427,3729.0,0.48,2057,54,0.421,0.277 +787488108,Existing Customer,48,F,1,High School,Married,Unknown,Blue,36,6,4,4,14228.0,1953,12275.0,0.651,1970,51,0.645,0.137 +771649083,Existing Customer,63,M,0,High School,Married,$80K - $120K,Blue,51,3,3,4,10257.0,1021,9236.0,0.467,1508,30,0.429,0.1 +789853533,Attrited Customer,54,M,3,High School,Married,$40K - $60K,Blue,44,2,1,5,3032.0,0,3032.0,0.949,1037,14,2.5,0.0 +806256333,Attrited Customer,41,M,4,Graduate,Unknown,$60K - $80K,Blue,36,2,3,5,1438.3,312,1126.3,0.657,1786,26,0.733,0.217 +796336833,Existing Customer,51,M,3,Doctorate,Married,$80K - $120K,Blue,45,5,2,4,32096.0,0,32096.0,0.766,2619,69,0.917,0.0 +713763633,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,46,5,3,2,3014.0,794,2220.0,0.5,1488,30,0.579,0.263 +710942358,Existing Customer,47,M,4,Unknown,Single,$40K - $60K,Blue,36,3,3,3,5762.0,1890,3872.0,0.938,3814,88,0.66,0.328 +713974533,Existing Customer,52,F,3,Post-Graduate,Single,Less than $40K,Blue,45,5,1,3,2555.0,1701,854.0,1.492,3127,45,1.25,0.666 +787231233,Existing Customer,34,M,5,Post-Graduate,Single,$80K - $120K,Silver,28,3,3,2,34516.0,1731,32785.0,0.605,2421,63,0.575,0.05 +719810583,Existing Customer,64,M,0,High School,Married,Less than $40K,Blue,54,4,3,2,2140.0,1361,779.0,0.46,1280,34,1.0,0.636 +717124983,Existing Customer,62,F,1,Uneducated,Married,$40K - $60K,Blue,43,3,1,1,4760.0,0,4760.0,0.564,1459,20,0.538,0.0 +787523283,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,27,6,2,5,26372.0,1365,25007.0,1.394,2291,56,1.0,0.052 +719493858,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,43,5,2,2,8203.0,654,7549.0,0.588,2910,63,0.909,0.08 +709897983,Existing Customer,35,F,2,Doctorate,Married,$40K - $60K,Blue,24,5,2,3,2655.0,1527,1128.0,0.715,1921,26,0.444,0.575 +717225258,Existing Customer,35,M,2,Graduate,Single,$120K +,Blue,27,6,2,2,13655.0,1048,12607.0,0.509,2383,59,0.595,0.077 +803148033,Existing Customer,54,M,1,College,Married,$80K - $120K,Blue,48,6,1,5,12169.0,1935,10234.0,0.435,1599,38,0.652,0.159 +779474958,Existing Customer,35,F,3,Unknown,Single,Less than $40K,Blue,17,6,1,1,2956.0,1823,1133.0,0.969,2144,58,0.812,0.617 +712060158,Existing Customer,35,M,0,Doctorate,Single,$60K - $80K,Blue,18,6,2,3,2598.0,1645,953.0,0.765,2483,59,0.903,0.633 +713292933,Existing Customer,36,F,3,Graduate,Single,Unknown,Blue,36,5,2,2,10566.0,726,9840.0,0.893,2156,64,1.207,0.069 +710982858,Existing Customer,33,F,3,Graduate,Single,$40K - $60K,Blue,36,6,1,2,8232.0,2259,5973.0,1.158,2849,67,1.31,0.274 +714542058,Existing Customer,53,M,1,Graduate,Unknown,$60K - $80K,Silver,44,5,2,1,26365.0,680,25685.0,0.498,3411,68,0.789,0.026 +712319058,Existing Customer,37,F,1,Uneducated,Married,Less than $40K,Blue,29,5,3,0,4671.0,1933,2738.0,0.986,2468,58,0.706,0.414 +744483633,Existing Customer,35,M,3,Graduate,Married,$120K +,Blue,28,4,3,2,14869.0,0,14869.0,1.624,2753,48,1.087,0.0 +714947883,Existing Customer,59,M,1,Graduate,Married,$40K - $60K,Blue,36,6,2,2,2300.0,1965,335.0,0.596,1693,27,0.688,0.854 +788776908,Existing Customer,47,M,1,Unknown,Unknown,$80K - $120K,Blue,28,6,1,4,2797.0,1802,995.0,0.675,3525,63,0.75,0.644 +714802458,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,30,5,2,1,2657.0,2115,542.0,0.688,3580,77,0.711,0.796 +721485708,Existing Customer,58,M,2,Uneducated,Married,$80K - $120K,Blue,46,6,1,3,9149.0,1806,7343.0,0.35,1220,36,0.333,0.197 +716378658,Existing Customer,55,F,2,Unknown,Married,Less than $40K,Blue,36,5,2,3,2629.0,1476,1153.0,0.537,1725,41,0.414,0.561 +713375658,Existing Customer,37,M,2,Graduate,Divorced,$40K - $60K,Blue,17,6,3,3,3176.0,0,3176.0,0.652,2298,67,0.457,0.0 +717828108,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,42,6,1,0,21875.0,2517,19358.0,0.409,1327,31,0.409,0.115 +788784258,Existing Customer,60,M,2,High School,Married,Unknown,Blue,41,5,2,4,3007.0,1664,1343.0,0.34,1475,31,0.632,0.553 +718875483,Existing Customer,50,M,1,College,Married,$60K - $80K,Blue,40,4,2,4,17404.0,1745,15659.0,0.54,4491,78,0.66,0.1 +811111083,Existing Customer,56,M,2,High School,Married,$60K - $80K,Blue,51,5,6,3,2863.0,2517,346.0,0.583,1458,39,0.696,0.879 +715749108,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Gold,37,5,1,2,34516.0,2429,32087.0,0.742,3205,57,0.727,0.07 +780197133,Existing Customer,40,M,4,Graduate,Single,$60K - $80K,Blue,30,4,1,1,13919.0,1266,12653.0,0.438,3699,67,0.523,0.091 +719146008,Attrited Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,39,4,4,3,18672.0,2517,16155.0,0.799,1126,35,0.591,0.135 +717727308,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,36,6,2,2,4204.0,499,3705.0,0.635,4740,67,0.523,0.119 +718445883,Existing Customer,61,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,6859.0,2489,4370.0,0.65,1617,26,1.0,0.363 +795997908,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,30,6,3,3,16050.0,1480,14570.0,1.326,3215,56,0.806,0.092 +710159658,Existing Customer,46,M,5,High School,Married,$120K +,Blue,32,5,2,2,34516.0,1024,33492.0,0.72,2436,71,0.651,0.03 +716068683,Existing Customer,28,M,0,Uneducated,Divorced,Unknown,Blue,36,3,3,3,16766.0,1535,15231.0,1.042,3093,77,0.878,0.092 +778844433,Existing Customer,49,M,5,Unknown,Single,$80K - $120K,Blue,30,3,2,1,20895.0,1808,19087.0,0.572,3210,65,0.667,0.087 +715161633,Existing Customer,44,F,4,High School,Single,$40K - $60K,Blue,38,6,3,3,7881.0,2517,5364.0,0.738,3068,77,0.711,0.319 +773270058,Existing Customer,57,M,5,High School,Married,$80K - $120K,Blue,50,4,2,3,13427.0,0,13427.0,0.521,1337,27,0.588,0.0 +714120258,Existing Customer,37,M,2,Uneducated,Divorced,$80K - $120K,Blue,36,3,3,2,2281.0,1677,604.0,1.027,2735,58,1.071,0.735 +720076458,Existing Customer,57,M,2,Uneducated,Married,$80K - $120K,Blue,52,6,2,4,10974.0,0,10974.0,0.591,1327,26,1.0,0.0 +720693033,Attrited Customer,33,M,1,Unknown,Married,$60K - $80K,Blue,36,1,3,4,8925.0,168,8757.0,0.447,741,10,0.429,0.019 +719978583,Existing Customer,46,M,2,High School,Married,$60K - $80K,Blue,40,4,1,3,5265.0,0,5265.0,0.524,3281,68,0.744,0.0 +712784058,Attrited Customer,45,F,2,High School,Divorced,Unknown,Blue,36,6,4,3,17156.0,2517,14639.0,0.717,1142,33,0.32,0.147 +717261708,Existing Customer,53,M,1,Unknown,Married,$80K - $120K,Blue,36,4,2,3,13457.0,1248,12209.0,0.512,1548,41,0.519,0.093 +803665983,Existing Customer,52,M,0,Unknown,Married,$60K - $80K,Blue,46,3,2,4,2742.0,2184,558.0,0.592,3829,72,0.532,0.796 +815838633,Existing Customer,34,M,1,Unknown,Married,$60K - $80K,Blue,29,3,2,3,3890.0,2286,1604.0,0.633,1889,51,0.457,0.588 +826706208,Existing Customer,55,M,3,Graduate,Single,$80K - $120K,Blue,51,6,2,3,17198.0,0,17198.0,0.803,4042,62,0.722,0.0 +721218408,Existing Customer,53,M,4,High School,Married,$120K +,Blue,41,6,3,4,3401.0,1713,1688.0,0.773,1924,54,0.317,0.504 +779484408,Existing Customer,37,M,1,Unknown,Married,$60K - $80K,Blue,19,6,1,2,18951.0,1243,17708.0,1.148,2874,58,0.657,0.066 +710416533,Existing Customer,58,F,3,Unknown,Single,$40K - $60K,Blue,52,4,1,1,1454.0,888,566.0,1.19,3060,56,0.647,0.611 +719706483,Existing Customer,33,M,3,High School,Married,$120K +,Blue,20,6,3,2,27499.0,1188,26311.0,0.544,2202,46,0.394,0.043 +712206858,Existing Customer,39,M,3,Graduate,Married,$120K +,Blue,36,3,3,2,32964.0,2231,30733.0,1.731,3094,45,1.647,0.068 +709886583,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,28,5,2,1,7411.0,633,6778.0,0.762,2761,77,0.604,0.085 +711040758,Existing Customer,32,M,0,Uneducated,Single,$40K - $60K,Blue,36,4,3,3,7200.0,0,7200.0,0.894,3006,83,0.93,0.0 +817197333,Existing Customer,26,F,1,Uneducated,Single,Unknown,Blue,13,6,2,3,12007.0,956,11051.0,0.832,2678,50,0.471,0.08 +718929708,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,50,4,2,2,3147.0,1602,1545.0,0.569,1558,23,0.643,0.509 +721150833,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,18,6,2,5,5110.0,1942,3168.0,0.749,3028,76,0.583,0.38 +714514983,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Blue,35,3,6,4,5438.0,2214,3224.0,0.668,5029,75,0.562,0.407 +779888658,Existing Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,40,6,1,1,17450.0,2193,15257.0,0.419,1426,38,0.462,0.126 +715883358,Existing Customer,52,M,3,College,Married,$80K - $120K,Blue,39,3,3,2,18352.0,1509,16843.0,0.898,1454,29,1.071,0.082 +713363583,Existing Customer,34,M,2,Uneducated,Single,$120K +,Blue,17,3,1,2,5030.0,2326,2704.0,0.856,3345,69,1.3,0.462 +772935108,Existing Customer,47,M,1,Unknown,Divorced,$80K - $120K,Silver,38,3,2,3,34516.0,802,33714.0,0.899,1823,27,0.8,0.023 +820075983,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,21,4,3,2,1585.0,1535,50.0,0.462,2299,49,0.485,0.968 +721502958,Existing Customer,54,M,1,High School,Married,$120K +,Blue,42,5,3,3,3251.0,1919,1332.0,0.56,1406,31,0.24,0.59 +708596283,Existing Customer,35,F,3,Uneducated,Single,Less than $40K,Blue,23,3,2,2,2858.0,1251,1607.0,0.576,2844,73,0.622,0.438 +710325258,Existing Customer,52,M,1,Unknown,Married,$80K - $120K,Silver,36,6,1,0,34516.0,1847,32669.0,0.527,3284,65,0.477,0.054 +708823908,Existing Customer,41,M,3,Graduate,Single,$60K - $80K,Blue,28,4,1,3,16443.0,1363,15080.0,0.688,4252,64,0.684,0.083 +826401858,Existing Customer,36,F,0,Uneducated,Divorced,Less than $40K,Blue,32,3,2,3,3687.0,1655,2032.0,0.742,2448,63,0.5,0.449 +709554483,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,36,5,1,3,4840.0,2517,2323.0,0.445,1637,22,1.0,0.52 +710545158,Existing Customer,42,M,3,Unknown,Single,$120K +,Blue,36,6,3,2,15108.0,0,15108.0,1.015,3738,68,0.744,0.0 +788621658,Existing Customer,54,M,1,College,Married,$60K - $80K,Blue,37,6,3,2,1909.0,1753,156.0,0.788,1457,24,0.6,0.918 +716713533,Existing Customer,53,M,3,Post-Graduate,Single,$80K - $120K,Blue,44,5,2,2,19063.0,1236,17827.0,0.542,3393,58,0.871,0.065 +712338033,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,26,4,2,4,15982.0,1691,14291.0,0.808,1687,40,0.739,0.106 +711639708,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,32,6,2,2,1438.3,0,1438.3,0.66,1794,45,0.875,0.0 +720216108,Existing Customer,27,F,2,College,Divorced,Less than $40K,Blue,14,4,3,3,2549.0,2130,419.0,0.693,2605,61,0.794,0.836 +718708908,Existing Customer,58,M,4,Graduate,Married,$60K - $80K,Blue,36,6,2,4,5967.0,2350,3617.0,0.543,1426,29,0.812,0.394 +802890333,Existing Customer,59,M,1,Uneducated,Married,$40K - $60K,Blue,53,5,1,3,2182.0,1558,624.0,0.457,1660,34,0.789,0.714 +712965183,Existing Customer,63,F,2,Graduate,Married,Less than $40K,Blue,52,5,2,3,2689.0,2101,588.0,0.416,1188,35,0.75,0.781 +796170933,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,51,6,2,4,30622.0,0,30622.0,1.329,3600,66,0.784,0.0 +712816833,Existing Customer,56,F,0,High School,Married,Unknown,Blue,48,4,1,2,4203.0,1965,2238.0,0.441,1425,32,0.778,0.468 +814829583,Existing Customer,42,F,3,Unknown,Single,Less than $40K,Blue,37,6,1,3,6453.0,0,6453.0,0.76,4822,74,0.609,0.0 +798769458,Existing Customer,29,F,1,High School,Single,Less than $40K,Blue,23,3,1,2,3318.0,927,2391.0,0.934,3011,83,0.804,0.279 +818034558,Existing Customer,44,M,2,Unknown,Unknown,$60K - $80K,Blue,39,5,3,3,22075.0,1506,20569.0,0.794,2337,40,0.818,0.068 +719483358,Existing Customer,33,M,1,College,Married,$40K - $60K,Blue,14,3,2,2,6746.0,1750,4996.0,0.962,2962,54,0.862,0.259 +719647383,Existing Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,36,5,2,2,4408.0,1463,2945.0,0.728,2001,49,0.485,0.332 +714909108,Existing Customer,33,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,3,4838.0,1338,3500.0,0.707,2641,67,0.595,0.277 +793678608,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Silver,40,5,1,4,34516.0,0,34516.0,0.938,3568,57,0.676,0.0 +720854358,Existing Customer,27,M,0,Unknown,Married,$40K - $60K,Blue,14,4,1,4,3823.0,2130,1693.0,0.371,2026,49,0.441,0.557 +709126833,Existing Customer,42,M,3,College,Unknown,$120K +,Blue,36,3,2,1,21670.0,2183,19487.0,0.995,4121,81,0.761,0.101 +788896983,Existing Customer,53,M,2,Graduate,Married,$60K - $80K,Blue,38,6,3,2,7928.0,1228,6700.0,0.632,1537,37,0.682,0.155 +715731033,Existing Customer,50,M,3,Graduate,Single,$120K +,Blue,42,3,1,3,33996.0,949,33047.0,0.846,3569,77,0.571,0.028 +717636933,Existing Customer,48,F,5,College,Divorced,$40K - $60K,Blue,40,3,1,1,4365.0,0,4365.0,0.598,3542,57,1.111,0.0 +772658658,Existing Customer,57,M,2,High School,Single,$60K - $80K,Blue,47,6,3,4,2248.0,0,2248.0,0.735,4439,77,0.54,0.0 +755943033,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,27,4,1,1,1901.0,1176,725.0,0.612,2450,52,0.857,0.619 +772399983,Existing Customer,55,M,2,College,Single,$80K - $120K,Silver,45,3,1,4,34516.0,1433,33083.0,0.728,1966,31,0.55,0.042 +826130133,Existing Customer,58,M,2,Graduate,Married,$120K +,Blue,54,6,2,4,31680.0,1812,29868.0,0.483,1121,25,0.562,0.057 +719238183,Existing Customer,55,F,3,Graduate,Married,Less than $40K,Blue,35,3,2,3,1872.0,1167,705.0,0.517,2238,45,0.607,0.623 +802666083,Existing Customer,48,F,2,Uneducated,Unknown,Less than $40K,Blue,42,3,2,2,2055.0,0,2055.0,1.064,3656,63,0.75,0.0 +713682708,Existing Customer,45,M,2,College,Divorced,$40K - $60K,Blue,37,5,1,2,10991.0,1328,9663.0,1.027,3692,60,0.714,0.121 +712774008,Existing Customer,59,M,0,Uneducated,Married,Less than $40K,Blue,46,6,1,2,3939.0,2517,1422.0,0.376,1489,34,0.545,0.639 +717627333,Existing Customer,53,F,2,Post-Graduate,Married,$40K - $60K,Blue,40,5,1,4,2127.0,1995,132.0,0.374,1363,37,0.37,0.938 +779542608,Existing Customer,47,M,4,Uneducated,Single,$80K - $120K,Blue,32,3,3,2,34010.0,1340,32670.0,0.744,1739,39,0.5,0.039 +715322958,Existing Customer,43,F,3,Unknown,Married,Unknown,Blue,36,4,2,1,6971.0,1506,5465.0,0.57,3575,67,0.675,0.216 +779100408,Existing Customer,33,F,1,Post-Graduate,Married,Less than $40K,Blue,15,6,2,0,1741.0,1328,413.0,0.69,2629,61,0.649,0.763 +715352883,Existing Customer,49,F,2,Post-Graduate,Single,Unknown,Blue,36,3,3,2,24904.0,0,24904.0,0.636,5176,71,0.479,0.0 +789963033,Attrited Customer,54,F,1,Graduate,Single,Less than $40K,Blue,45,3,5,5,1438.3,0,1438.3,0.647,1603,39,0.444,0.0 +710687508,Existing Customer,65,M,0,High School,Married,Less than $40K,Blue,56,6,3,1,2621.0,1858,763.0,0.987,2148,47,1.043,0.709 +789656358,Existing Customer,49,F,5,Graduate,Married,$40K - $60K,Blue,35,5,2,1,11115.0,1292,9823.0,0.797,3956,74,0.609,0.116 +715720083,Existing Customer,47,M,5,Unknown,Single,$80K - $120K,Blue,39,6,2,3,13241.0,0,13241.0,1.002,3157,76,0.551,0.0 +716584158,Existing Customer,51,M,4,High School,Married,$80K - $120K,Blue,42,6,1,2,14438.0,2517,11921.0,0.853,2090,47,0.88,0.174 +815727183,Existing Customer,36,M,3,High School,Single,$80K - $120K,Blue,31,6,1,1,5228.0,1443,3785.0,0.934,2683,62,0.938,0.276 +717066408,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,36,3,1,4,5550.0,1518,4032.0,1.182,2540,62,0.771,0.274 +708104658,Existing Customer,46,M,1,Graduate,Unknown,$40K - $60K,Blue,36,4,3,2,1438.3,890,548.3,1.143,2928,48,1.4,0.619 +718016808,Existing Customer,62,F,0,Unknown,Married,Less than $40K,Blue,55,3,1,0,2064.0,1282,782.0,0.455,1475,27,0.929,0.621 +814571058,Existing Customer,30,F,1,College,Single,Less than $40K,Blue,24,4,3,0,3450.0,2517,933.0,0.652,2545,64,0.778,0.73 +714757908,Existing Customer,46,M,4,Graduate,Married,$120K +,Silver,36,4,1,3,34516.0,1380,33136.0,0.66,2163,56,0.4,0.04 +710345808,Existing Customer,41,M,4,Uneducated,Divorced,$80K - $120K,Blue,36,6,2,2,30030.0,2028,28002.0,0.601,1828,38,1.111,0.068 +814752558,Existing Customer,50,M,1,Uneducated,Married,$40K - $60K,Blue,45,5,3,3,2151.0,1163,988.0,0.849,2513,62,0.59,0.541 +721284258,Existing Customer,53,M,2,Unknown,Married,$80K - $120K,Blue,44,4,1,3,7181.0,2517,4664.0,0.545,1636,39,0.56,0.351 +719336583,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,44,3,3,3,27745.0,1300,26445.0,0.482,1525,21,0.5,0.047 +797638383,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,4,3,2,4852.0,2016,2836.0,0.576,3561,73,0.622,0.415 +708434733,Existing Customer,56,M,1,Graduate,Married,$60K - $80K,Blue,50,6,3,3,6735.0,2289,4446.0,0.661,1249,28,0.75,0.34 +711802758,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,53,4,1,2,6128.0,1895,4233.0,0.583,1700,42,0.355,0.309 +720620058,Existing Customer,41,M,4,High School,Unknown,$80K - $120K,Blue,36,4,3,2,23124.0,1746,21378.0,0.807,1959,50,0.724,0.076 +819169683,Existing Customer,34,M,2,Unknown,Married,$40K - $60K,Blue,29,3,2,2,3436.0,1650,1786.0,0.788,1972,37,0.947,0.48 +709757583,Existing Customer,35,M,0,Unknown,Married,$120K +,Blue,36,5,2,1,3176.0,1510,1666.0,0.885,2074,48,0.92,0.475 +789307833,Existing Customer,44,M,4,College,Unknown,$120K +,Blue,34,5,3,3,8874.0,1590,7284.0,0.698,1849,56,0.647,0.179 +823912308,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,34,5,1,0,3402.0,1813,1589.0,0.653,1767,28,0.647,0.533 +720746208,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,43,6,1,1,2689.0,2077,612.0,0.378,1356,33,0.435,0.772 +709121283,Existing Customer,54,M,3,Uneducated,Married,Less than $40K,Blue,36,3,3,2,1556.0,1278,278.0,0.46,1615,35,0.591,0.821 +714093108,Existing Customer,58,F,2,High School,Single,$40K - $60K,Blue,36,3,3,3,7372.0,1210,6162.0,0.946,1707,56,0.514,0.164 +718368333,Existing Customer,26,M,0,College,Unknown,Less than $40K,Blue,13,6,1,2,5713.0,789,4924.0,0.678,3323,61,0.525,0.138 +806752533,Existing Customer,27,F,1,Post-Graduate,Single,Less than $40K,Blue,22,4,1,3,2965.0,1635,1330.0,0.7,2553,59,0.553,0.551 +758521983,Existing Customer,33,M,1,Unknown,Married,$80K - $120K,Blue,26,3,2,2,9819.0,1200,8619.0,0.602,2198,40,0.538,0.122 +779473308,Existing Customer,32,M,0,Uneducated,Single,$60K - $80K,Blue,14,4,3,3,8186.0,0,8186.0,0.737,2411,67,0.426,0.0 +709376508,Existing Customer,58,F,1,College,Married,Less than $40K,Blue,49,3,3,2,3846.0,1285,2561.0,0.608,1815,47,0.621,0.334 +712589658,Existing Customer,45,F,4,Uneducated,Unknown,Less than $40K,Silver,30,5,2,2,13131.0,1965,11166.0,0.695,1795,37,0.48,0.15 +712141683,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,28,4,2,1,2944.0,753,2191.0,0.707,3457,61,0.848,0.256 +712494108,Existing Customer,38,M,2,Post-Graduate,Single,$60K - $80K,Silver,36,3,3,4,34516.0,1954,32562.0,0.436,1872,52,0.486,0.057 +721350783,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,38,6,3,4,5660.0,2006,3654.0,0.779,1569,39,0.773,0.354 +710133858,Existing Customer,40,F,1,Graduate,Unknown,Less than $40K,Blue,30,5,1,1,7554.0,1848,5706.0,0.767,4150,64,0.524,0.245 +719152383,Existing Customer,35,F,4,Uneducated,Married,Less than $40K,Blue,26,5,1,4,2494.0,1316,1178.0,1.486,2946,57,1.036,0.528 +715174158,Existing Customer,31,M,1,College,Married,$80K - $120K,Blue,36,4,1,0,25215.0,1445,23770.0,1.033,2588,48,1.0,0.057 +780040758,Existing Customer,40,F,4,College,Married,$40K - $60K,Blue,24,5,3,2,2606.0,1818,788.0,0.703,1999,50,1.174,0.698 +719525358,Existing Customer,52,M,0,Graduate,Single,$80K - $120K,Blue,43,4,3,3,8133.0,1942,6191.0,0.572,3310,76,0.583,0.239 +710892408,Existing Customer,57,F,1,High School,Married,Less than $40K,Blue,36,6,2,2,3101.0,1257,1844.0,0.416,1681,32,0.524,0.405 +713295183,Existing Customer,48,M,2,Graduate,Divorced,$80K - $120K,Blue,29,6,2,3,24446.0,1854,22592.0,0.782,3897,75,0.786,0.076 +789871233,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,39,5,3,2,2361.0,1342,1019.0,0.6,4316,78,0.529,0.568 +712663533,Existing Customer,40,M,4,High School,Single,$40K - $60K,Blue,32,6,4,2,2441.0,1656,785.0,0.762,3903,62,0.824,0.678 +820906233,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,41,5,2,2,8532.0,2165,6367.0,0.707,3242,63,0.75,0.254 +821163408,Existing Customer,41,M,3,Unknown,Married,$80K - $120K,Blue,37,5,3,3,16954.0,1588,15366.0,0.878,3411,60,0.875,0.094 +708947208,Existing Customer,36,M,2,Graduate,Single,$80K - $120K,Blue,17,4,3,1,2900.0,2029,871.0,0.846,2631,72,0.6,0.7 +715261458,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,36,6,2,4,6827.0,0,6827.0,0.754,2621,49,0.815,0.0 +789310833,Existing Customer,44,F,3,College,Divorced,$40K - $60K,Blue,34,5,2,5,4513.0,1950,2563.0,0.83,3164,62,0.59,0.432 +818294958,Existing Customer,52,M,2,College,Married,$120K +,Blue,47,3,3,2,27347.0,719,26628.0,0.695,4040,77,0.674,0.026 +713902983,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,36,4,3,1,1676.0,1372,304.0,0.522,4381,77,0.571,0.819 +771693933,Existing Customer,62,F,1,Graduate,Married,Less than $40K,Blue,50,6,6,4,2802.0,1977,825.0,0.431,1757,33,0.833,0.706 +827984658,Attrited Customer,49,M,3,Post-Graduate,Married,$80K - $120K,Blue,45,3,0,4,23870.0,0,23870.0,0.604,1885,39,0.345,0.0 +789012633,Existing Customer,30,F,0,Graduate,Single,Less than $40K,Blue,17,3,2,1,4868.0,1090,3778.0,0.679,2907,69,0.816,0.224 +807237783,Existing Customer,50,M,3,Uneducated,Single,$60K - $80K,Blue,45,5,3,5,20437.0,1020,19417.0,0.563,4166,66,0.737,0.05 +803408733,Existing Customer,32,M,2,High School,Divorced,$60K - $80K,Blue,26,6,1,4,2239.0,1338,901.0,0.567,2466,60,0.579,0.598 +824667708,Existing Customer,32,F,1,Graduate,Single,Less than $40K,Blue,28,6,3,3,2428.0,1027,1401.0,0.824,3007,84,0.867,0.423 +807165033,Existing Customer,49,M,3,Post-Graduate,Single,$60K - $80K,Blue,44,3,1,5,15027.0,0,15027.0,0.811,3533,59,0.788,0.0 +809984133,Existing Customer,37,M,2,Doctorate,Single,$120K +,Blue,32,3,3,5,32056.0,1887,30169.0,0.831,2730,68,0.7,0.059 +718949433,Existing Customer,42,F,3,College,Single,Unknown,Silver,31,3,2,2,34516.0,919,33597.0,0.919,3415,79,0.756,0.027 +751227183,Existing Customer,36,M,2,Unknown,Single,$80K - $120K,Blue,29,3,3,5,5346.0,1539,3807.0,0.777,2283,51,0.889,0.288 +716331408,Attrited Customer,52,F,4,Unknown,Married,Less than $40K,Blue,36,1,4,5,2143.0,0,2143.0,0.853,1353,36,0.333,0.0 +714199983,Existing Customer,48,M,3,Uneducated,Single,$60K - $80K,Gold,40,5,2,5,34516.0,2317,32199.0,0.699,3927,68,0.7,0.067 +774172158,Existing Customer,29,M,1,Unknown,Single,$60K - $80K,Blue,19,3,1,2,23507.0,1990,21517.0,0.631,2650,65,0.912,0.085 +708171858,Existing Customer,33,F,3,Post-Graduate,Married,$40K - $60K,Blue,28,5,2,3,1864.0,1081,783.0,1.416,2607,44,1.75,0.58 +709074108,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,24,5,2,5,23032.0,840,22192.0,0.739,2787,73,0.698,0.036 +721304133,Existing Customer,36,F,4,High School,Married,Less than $40K,Blue,36,4,1,3,4277.0,1578,2699.0,0.84,1855,49,1.042,0.369 +787430733,Existing Customer,56,F,2,High School,Married,$40K - $60K,Blue,41,5,3,2,2771.0,1446,1325.0,0.686,1706,27,0.227,0.522 +711225933,Existing Customer,28,M,1,High School,Divorced,Less than $40K,Blue,36,5,3,4,2265.0,1935,330.0,0.653,2306,61,0.525,0.854 +717478983,Existing Customer,31,F,2,Uneducated,Divorced,Less than $40K,Blue,19,6,2,0,2853.0,1961,892.0,0.866,2697,68,0.789,0.687 +720949083,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,33,5,3,5,3075.0,2517,558.0,0.922,3534,53,0.71,0.819 +712851108,Existing Customer,51,F,3,High School,Married,Unknown,Blue,31,5,1,5,15340.0,2331,13009.0,0.565,2965,51,0.594,0.152 +713151258,Existing Customer,55,M,3,Graduate,Single,$40K - $60K,Blue,35,4,1,4,3065.0,0,3065.0,0.716,3524,69,0.605,0.0 +799731033,Existing Customer,34,F,2,Doctorate,Single,Less than $40K,Blue,28,3,3,2,1438.3,0,1438.3,0.892,3044,91,0.896,0.0 +822138333,Existing Customer,61,F,0,Graduate,Single,$40K - $60K,Blue,56,4,3,5,7118.0,813,6305.0,0.475,3964,66,0.65,0.114 +708532308,Existing Customer,37,M,2,Uneducated,Single,$60K - $80K,Blue,36,4,2,2,11419.0,2517,8902.0,1.211,3000,70,1.059,0.22 +713718558,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,37,6,2,5,2403.0,0,2403.0,0.727,3393,64,0.882,0.0 +778939683,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,32,4,3,2,2821.0,951,1870.0,0.577,1452,38,1.923,0.337 +713322633,Existing Customer,54,M,1,Graduate,Married,$40K - $60K,Blue,43,4,3,3,2706.0,2517,189.0,0.506,1682,39,0.625,0.93 +754671558,Existing Customer,50,F,3,Unknown,Single,Less than $40K,Blue,43,6,1,4,2999.0,1958,1041.0,0.611,2073,48,0.714,0.653 +719291283,Existing Customer,36,F,4,High School,Single,Less than $40K,Blue,28,5,1,2,2226.0,1607,619.0,0.656,2660,62,1.0,0.722 +720659283,Existing Customer,37,M,5,Graduate,Married,$60K - $80K,Blue,31,5,3,4,3351.0,1847,1504.0,0.67,1910,43,0.593,0.551 +719535558,Existing Customer,47,M,4,College,Divorced,$40K - $60K,Blue,36,5,1,1,5570.0,1858,3712.0,0.783,4129,72,0.636,0.334 +771032658,Existing Customer,54,M,3,Unknown,Married,$80K - $120K,Blue,41,3,3,2,10448.0,1569,8879.0,0.482,1604,39,0.444,0.15 +709468683,Existing Customer,64,F,0,High School,Married,Less than $40K,Blue,56,6,2,2,2174.0,1397,777.0,0.62,1755,39,0.5,0.643 +719455908,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,38,3,3,3,31501.0,0,31501.0,0.698,3742,75,0.786,0.0 +816890883,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,30,6,3,3,21695.0,1257,20438.0,0.793,2266,74,0.48,0.058 +709826058,Existing Customer,49,M,2,Unknown,Married,$80K - $120K,Blue,36,3,1,1,34516.0,2435,32081.0,0.732,1805,34,0.619,0.071 +735008958,Existing Customer,42,M,5,Unknown,Married,$60K - $80K,Blue,35,6,3,2,13650.0,1253,12397.0,0.743,1703,53,0.71,0.092 +713766183,Existing Customer,49,M,0,Uneducated,Single,$80K - $120K,Blue,36,5,3,4,16156.0,2517,13639.0,0.804,4160,81,0.653,0.156 +719148633,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,46,6,2,4,2413.0,2015,398.0,0.47,1398,24,0.714,0.835 +789266208,Existing Customer,56,M,2,High School,Married,$80K - $120K,Blue,45,3,2,3,5920.0,1589,4331.0,0.512,1408,28,0.273,0.268 +718373658,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,28,6,3,0,5841.0,2463,3378.0,1.047,3817,81,0.761,0.422 +712255458,Existing Customer,37,M,3,High School,Single,$60K - $80K,Blue,36,3,1,5,8418.0,2051,6367.0,0.847,2879,63,0.703,0.244 +789494133,Existing Customer,30,M,0,High School,Married,Less than $40K,Blue,21,5,4,3,2490.0,1259,1231.0,1.079,2441,53,0.514,0.506 +714178458,Existing Customer,45,M,3,Post-Graduate,Married,$80K - $120K,Blue,35,3,3,2,20640.0,1603,19037.0,0.532,1792,53,0.395,0.078 +717595908,Existing Customer,54,M,1,High School,Married,$60K - $80K,Blue,37,5,1,1,9453.0,2188,7265.0,0.572,1688,45,0.452,0.231 +798114033,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,40,4,2,4,7949.0,1514,6435.0,0.857,3355,58,0.657,0.19 +709479558,Existing Customer,36,F,4,College,Single,Less than $40K,Blue,36,3,2,1,2758.0,2168,590.0,1.046,3073,86,0.792,0.786 +778148283,Existing Customer,48,M,2,Doctorate,Single,$120K +,Blue,41,5,2,1,20148.0,1084,19064.0,0.79,3921,74,0.542,0.054 +719363283,Existing Customer,59,F,0,Doctorate,Single,Less than $40K,Blue,36,3,1,2,1438.3,0,1438.3,0.691,1904,47,0.382,0.0 +716225433,Existing Customer,60,M,1,Uneducated,Single,$80K - $120K,Blue,51,6,3,4,26566.0,2517,24049.0,0.985,3103,65,0.625,0.095 +719882583,Existing Customer,44,M,5,Graduate,Single,$60K - $80K,Blue,34,3,3,5,13477.0,2057,11420.0,0.684,3866,67,0.634,0.153 +711076533,Existing Customer,65,M,0,College,Divorced,Less than $40K,Blue,42,5,3,2,9706.0,1968,7738.0,1.022,3435,58,0.706,0.203 +820651908,Existing Customer,46,F,3,Graduate,Single,$40K - $60K,Blue,41,5,2,4,7457.0,0,7457.0,0.717,3162,64,0.73,0.0 +710884683,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Silver,40,6,2,5,34516.0,807,33709.0,0.967,3937,80,1.051,0.023 +797468658,Existing Customer,53,M,3,High School,Married,$120K +,Blue,47,5,1,3,19081.0,2431,16650.0,0.37,1536,31,0.476,0.127 +716375883,Existing Customer,53,F,3,Uneducated,Married,Unknown,Blue,36,6,2,2,2447.0,1558,889.0,0.511,1716,38,0.462,0.637 +711534183,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,36,4,2,4,28830.0,0,28830.0,0.786,3533,57,0.966,0.0 +721083258,Existing Customer,37,F,4,High School,Divorced,$40K - $60K,Blue,22,5,1,3,2563.0,1638,925.0,0.681,2064,46,0.917,0.639 +717986058,Existing Customer,29,F,0,High School,Single,Less than $40K,Blue,13,6,3,5,5240.0,1608,3632.0,1.243,2712,64,0.778,0.307 +804610908,Existing Customer,49,F,2,Doctorate,Married,Less than $40K,Blue,44,4,3,0,3397.0,1962,1435.0,0.483,3295,66,0.61,0.578 +717602733,Existing Customer,47,M,3,Doctorate,Single,Less than $40K,Blue,35,4,3,2,1842.0,0,1842.0,0.726,4165,67,0.634,0.0 +770952933,Existing Customer,53,F,1,Unknown,Married,Less than $40K,Blue,40,4,2,4,2383.0,1938,445.0,0.597,1616,37,0.682,0.813 +713233908,Existing Customer,33,M,2,Graduate,Divorced,$60K - $80K,Blue,21,5,3,3,20791.0,0,20791.0,0.744,2883,93,0.755,0.0 +755365233,Existing Customer,34,M,1,Graduate,Unknown,$60K - $80K,Blue,27,5,2,4,19900.0,1581,18319.0,0.838,3948,96,0.846,0.079 +715105908,Existing Customer,28,F,0,Graduate,Single,Unknown,Silver,15,3,3,3,32024.0,1232,30792.0,1.04,2507,64,0.882,0.038 +712658283,Existing Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,28,3,2,3,3701.0,969,2732.0,1.079,3222,86,0.623,0.262 +708796458,Existing Customer,30,F,2,Graduate,Single,Less than $40K,Blue,18,3,1,4,4199.0,1903,2296.0,1.059,3016,67,0.763,0.453 +713557533,Existing Customer,34,M,3,High School,Single,$40K - $60K,Blue,21,4,1,3,4353.0,1655,2698.0,0.806,2664,81,0.884,0.38 +710524533,Attrited Customer,38,F,4,College,Married,$40K - $60K,Blue,36,4,4,4,4913.0,2517,2396.0,0.348,899,28,0.273,0.512 +713412558,Existing Customer,39,F,4,Post-Graduate,Married,Less than $40K,Blue,22,3,3,1,5454.0,1108,4346.0,1.021,2674,67,0.675,0.203 +720000708,Existing Customer,32,F,0,Graduate,Married,Unknown,Blue,26,3,3,2,2172.0,1381,791.0,1.145,2945,69,0.408,0.636 +718934058,Existing Customer,36,M,2,Doctorate,Single,$40K - $60K,Blue,26,4,3,2,2845.0,2517,328.0,0.686,2396,51,0.5,0.885 +710607408,Existing Customer,37,F,3,High School,Single,Unknown,Blue,28,3,1,4,18570.0,1524,17046.0,1.385,3999,96,0.846,0.082 +717613233,Existing Customer,45,M,4,Uneducated,Married,$60K - $80K,Silver,33,5,2,4,25907.0,745,25162.0,0.607,2058,56,0.806,0.029 +821710308,Existing Customer,38,F,3,Uneducated,Single,Less than $40K,Blue,33,5,3,2,2206.0,2018,188.0,0.648,1739,35,0.667,0.915 +716089983,Existing Customer,31,M,0,Graduate,Single,$40K - $60K,Blue,24,3,1,4,12050.0,1732,10318.0,0.804,2015,46,0.704,0.144 +720430083,Existing Customer,65,M,0,High School,Unknown,Less than $40K,Blue,36,3,3,2,2107.0,1008,1099.0,0.953,3913,67,0.523,0.478 +712071708,Existing Customer,63,F,0,Graduate,Married,Less than $40K,Blue,36,6,3,4,2107.0,1351,756.0,0.521,1320,35,0.522,0.641 +770721858,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,56,3,2,5,3539.0,2517,1022.0,0.346,1463,31,0.632,0.711 +751381458,Existing Customer,43,F,3,College,Married,Unknown,Blue,36,3,3,4,27175.0,775,26400.0,0.543,3814,72,0.8,0.029 +715629783,Existing Customer,51,M,1,Graduate,Married,$40K - $60K,Silver,36,6,2,2,17905.0,980,16925.0,0.731,4399,64,0.778,0.055 +768886533,Existing Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,31,3,1,3,4940.0,1199,3741.0,1.57,3246,57,0.9,0.243 +711023508,Existing Customer,55,F,1,Graduate,Married,Unknown,Blue,43,5,4,2,3161.0,1389,1772.0,0.307,1547,30,0.429,0.439 +711291558,Existing Customer,27,M,0,Uneducated,Single,$60K - $80K,Blue,36,4,3,3,2464.0,0,2464.0,0.502,2636,50,0.429,0.0 +714929283,Existing Customer,34,F,0,High School,Married,$40K - $60K,Blue,36,5,1,3,3203.0,2229,974.0,1.146,2625,52,0.625,0.696 +716285358,Existing Customer,32,F,1,College,Divorced,Less than $40K,Blue,36,3,5,4,1835.0,1017,818.0,0.82,2801,79,0.519,0.554 +710958033,Existing Customer,49,F,5,Uneducated,Single,Less than $40K,Blue,39,3,2,2,1993.0,0,1993.0,0.539,4075,76,0.689,0.0 +711368283,Existing Customer,39,M,2,Unknown,Married,$80K - $120K,Blue,27,3,3,2,34516.0,1629,32887.0,1.078,3448,53,1.038,0.047 +807275733,Existing Customer,27,M,0,Post-Graduate,Single,Unknown,Blue,22,5,2,2,7130.0,873,6257.0,0.53,2498,37,0.321,0.122 +708231183,Existing Customer,30,M,1,Uneducated,Divorced,Unknown,Blue,22,5,3,4,12539.0,910,11629.0,0.856,2643,72,0.674,0.073 +789690483,Existing Customer,39,M,4,High School,Married,$80K - $120K,Blue,25,6,2,3,8208.0,0,8208.0,1.568,3135,39,1.167,0.0 +789338583,Existing Customer,42,M,2,Doctorate,Married,$80K - $120K,Blue,32,4,2,2,26222.0,1073,25149.0,1.288,1988,30,0.579,0.041 +717411483,Existing Customer,55,M,4,College,Divorced,$80K - $120K,Blue,36,4,2,3,34173.0,1194,32979.0,1.056,3731,69,0.816,0.035 +720799608,Existing Customer,57,F,2,Graduate,Married,$40K - $60K,Blue,49,5,1,2,3377.0,1720,1657.0,0.491,1621,32,0.391,0.509 +714112383,Existing Customer,53,M,2,Graduate,Married,$120K +,Blue,43,6,3,2,5882.0,2335,3547.0,0.579,1380,30,0.667,0.397 +717994608,Existing Customer,51,M,0,Graduate,Married,$80K - $120K,Blue,40,4,3,2,7158.0,0,7158.0,0.904,2113,60,0.875,0.0 +798558783,Existing Customer,47,M,3,Graduate,Married,Less than $40K,Blue,41,6,1,4,5833.0,1747,4086.0,0.551,3732,75,0.531,0.3 +716875083,Existing Customer,26,F,0,High School,Single,$40K - $60K,Blue,36,6,3,4,4152.0,0,4152.0,0.804,2351,42,0.312,0.0 +714603558,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,24,6,2,3,11699.0,1758,9941.0,0.869,2007,46,1.0,0.15 +789903708,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,35,6,3,2,4505.0,1562,2943.0,0.604,3968,68,0.619,0.347 +801989733,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,48,6,3,2,7667.0,1193,6474.0,1.101,3915,76,0.617,0.156 +789504183,Existing Customer,37,M,4,Graduate,Single,$120K +,Blue,28,3,3,4,34516.0,0,34516.0,0.572,2574,62,0.771,0.0 +714574083,Existing Customer,36,F,3,Graduate,Single,Less than $40K,Blue,31,3,2,3,2937.0,2159,778.0,0.67,2511,51,0.7,0.735 +717978033,Existing Customer,36,F,1,High School,Single,Less than $40K,Blue,36,5,3,4,5257.0,1572,3685.0,0.732,2822,73,0.659,0.299 +711256908,Existing Customer,39,M,2,High School,Single,$60K - $80K,Blue,28,6,3,3,10331.0,957,9374.0,0.699,3695,81,0.653,0.093 +721023708,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,36,3,3,3,17557.0,0,17557.0,0.667,2142,62,0.378,0.0 +714522258,Existing Customer,56,F,2,Graduate,Married,Less than $40K,Blue,48,6,3,2,4366.0,1590,2776.0,0.475,1596,37,0.423,0.364 +714247458,Existing Customer,56,F,4,Uneducated,Single,Unknown,Blue,46,6,2,2,8037.0,2276,5761.0,0.406,3271,71,0.543,0.283 +780416433,Existing Customer,38,M,2,Unknown,Married,Less than $40K,Blue,25,4,1,3,8740.0,734,8006.0,1.072,2169,38,0.652,0.084 +713644758,Existing Customer,49,M,3,Graduate,Single,$120K +,Blue,36,6,2,3,8514.0,2013,6501.0,0.664,4098,74,0.542,0.236 +712700358,Existing Customer,36,F,4,Uneducated,Single,Less than $40K,Blue,26,4,3,2,2002.0,1377,625.0,0.671,2411,60,0.714,0.688 +779873508,Existing Customer,51,F,0,High School,Married,Less than $40K,Blue,35,5,3,4,3132.0,1815,1317.0,1.018,3607,60,0.935,0.58 +779342958,Existing Customer,26,F,0,College,Married,$40K - $60K,Blue,13,2,3,3,2010.0,1070,940.0,0.906,3625,85,0.635,0.532 +711738333,Existing Customer,34,M,2,Graduate,Married,$80K - $120K,Blue,23,6,2,3,7567.0,1776,5791.0,1.275,2361,45,0.875,0.235 +709413933,Attrited Customer,56,M,2,High School,Single,$40K - $60K,Blue,40,2,6,4,2381.0,651,1730.0,0.592,1920,46,0.586,0.273 +720323208,Existing Customer,43,M,2,Graduate,Married,$120K +,Silver,31,6,2,4,34516.0,2398,32118.0,0.917,4976,88,0.692,0.069 +708132783,Existing Customer,47,F,3,Uneducated,Single,Unknown,Blue,42,6,2,2,16411.0,1179,15232.0,0.849,3929,71,0.732,0.072 +713372583,Existing Customer,42,F,4,High School,Single,Less than $40K,Blue,19,3,2,0,1438.3,0,1438.3,0.676,3786,67,0.523,0.0 +710092683,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,30,2,3,2,3735.0,1421,2314.0,0.57,1837,47,0.741,0.38 +779284833,Existing Customer,55,M,2,Post-Graduate,Single,$60K - $80K,Blue,37,3,3,1,22127.0,1799,20328.0,0.758,3591,63,0.75,0.081 +713426358,Existing Customer,28,F,0,College,Married,Unknown,Blue,36,3,2,3,5685.0,0,5685.0,1.334,2395,62,1.0,0.0 +717132633,Existing Customer,62,M,0,Uneducated,Single,$40K - $60K,Blue,50,3,2,2,7348.0,1466,5882.0,1.236,3066,61,0.694,0.2 +714967233,Attrited Customer,52,M,2,Doctorate,Married,$120K +,Blue,34,3,2,3,11188.0,0,11188.0,0.658,2109,47,0.621,0.0 +767587833,Existing Customer,44,M,3,Unknown,Single,$120K +,Blue,37,3,1,5,3650.0,2512,1138.0,0.739,4599,75,0.471,0.688 +714954033,Existing Customer,29,F,0,Post-Graduate,Single,Less than $40K,Blue,36,5,2,3,5076.0,1223,3853.0,0.83,2675,57,0.629,0.241 +716154258,Existing Customer,48,M,4,Doctorate,Unknown,$60K - $80K,Silver,38,3,2,2,32658.0,1482,31176.0,0.941,2023,37,0.542,0.045 +755399433,Existing Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,36,6,1,2,28634.0,926,27708.0,0.622,4549,68,0.659,0.032 +709876008,Existing Customer,49,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,1,3,3414.0,1473,1941.0,0.597,1803,49,1.13,0.431 +709918158,Existing Customer,43,M,3,High School,Married,$80K - $120K,Blue,23,5,6,1,12315.0,0,12315.0,0.895,2028,51,0.545,0.0 +713350908,Existing Customer,41,F,2,Uneducated,Married,$40K - $60K,Blue,36,5,3,3,2690.0,1912,778.0,0.692,3636,68,0.7,0.711 +715759458,Existing Customer,43,M,3,Graduate,Single,$80K - $120K,Blue,31,6,2,4,12165.0,0,12165.0,1.16,4066,74,0.682,0.0 +713976258,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,46,4,1,3,1792.0,989,803.0,1.202,3102,63,0.703,0.552 +790174608,Existing Customer,37,M,1,Doctorate,Single,$80K - $120K,Blue,30,6,3,2,19300.0,1181,18119.0,0.764,2660,70,0.795,0.061 +771335358,Existing Customer,37,M,2,College,Divorced,$40K - $60K,Blue,24,3,3,4,8120.0,2098,6022.0,0.826,3161,54,0.688,0.258 +708382083,Existing Customer,49,M,5,High School,Married,$80K - $120K,Blue,36,6,2,2,2292.0,0,2292.0,0.976,2584,60,0.5,0.0 +771829758,Existing Customer,36,M,3,Uneducated,Married,$80K - $120K,Blue,25,6,3,3,21434.0,1345,20089.0,0.603,2143,46,0.586,0.063 +767333808,Existing Customer,50,F,2,Graduate,Unknown,Less than $40K,Blue,43,5,3,4,3424.0,0,3424.0,0.765,4929,74,0.574,0.0 +721385433,Existing Customer,64,M,0,Unknown,Married,Less than $40K,Blue,51,3,3,4,2787.0,1201,1586.0,0.372,1662,39,0.625,0.431 +794293908,Existing Customer,36,F,3,College,Single,Unknown,Blue,30,3,2,3,8696.0,1482,7214.0,1.002,2847,67,0.971,0.17 +720409608,Existing Customer,45,M,3,High School,Married,$120K +,Blue,35,6,2,3,32446.0,1974,30472.0,0.621,1717,39,0.696,0.061 +717830583,Existing Customer,41,M,2,Graduate,Married,$80K - $120K,Blue,36,6,3,3,9133.0,2140,6993.0,0.649,4101,88,0.63,0.234 +715455708,Existing Customer,47,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,2,5116.0,1468,3648.0,0.91,2361,49,0.633,0.287 +719108358,Existing Customer,39,M,2,Post-Graduate,Married,$80K - $120K,Blue,31,5,2,1,18974.0,2517,16457.0,1.369,2783,56,1.0,0.133 +769323183,Existing Customer,51,M,4,Uneducated,Single,$120K +,Blue,45,6,2,3,12101.0,2517,9584.0,0.733,2086,44,0.76,0.208 +820020258,Existing Customer,55,F,1,High School,Single,$40K - $60K,Blue,46,5,3,4,5379.0,962,4417.0,0.827,1778,40,0.29,0.179 +719234883,Existing Customer,57,M,3,Graduate,Single,$120K +,Blue,49,5,3,3,32676.0,2134,30542.0,0.797,3990,88,0.76,0.065 +807349158,Existing Customer,36,M,4,Doctorate,Divorced,$120K +,Blue,31,4,3,4,34516.0,1491,33025.0,0.93,2243,60,0.935,0.043 +710799783,Existing Customer,35,M,2,Unknown,Married,$120K +,Blue,36,4,3,4,15202.0,1779,13423.0,1.392,3143,60,0.579,0.117 +778456983,Existing Customer,38,F,2,Unknown,Single,Less than $40K,Blue,23,5,3,3,2222.0,1205,1017.0,0.395,1823,49,0.361,0.542 +708644208,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,34,5,2,4,5858.0,0,5858.0,0.853,3355,77,0.604,0.0 +711659958,Existing Customer,65,F,0,Graduate,Married,$40K - $60K,Blue,56,4,2,1,2692.0,1869,823.0,0.744,1594,36,0.895,0.694 +798988983,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,45,6,3,2,7165.0,2037,5128.0,0.83,3553,78,0.902,0.284 +710760258,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,38,4,3,4,1438.3,0,1438.3,1.084,4740,81,0.653,0.0 +799700208,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Silver,32,5,1,1,26988.0,1587,25401.0,0.968,3732,70,0.795,0.059 +772401933,Existing Customer,36,F,1,Unknown,Single,Less than $40K,Blue,26,3,3,2,2517.0,0,2517.0,0.946,3569,62,0.771,0.0 +787460883,Attrited Customer,41,M,3,Uneducated,Married,$40K - $60K,Blue,28,3,3,4,11091.0,0,11091.0,0.522,1234,34,0.308,0.0 +770937183,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Silver,27,3,1,2,10745.0,2084,8661.0,0.847,3502,87,0.933,0.194 +715468083,Existing Customer,40,F,2,Doctorate,Married,Unknown,Silver,36,3,2,4,34516.0,1686,32830.0,0.562,3146,66,0.65,0.049 +807161508,Existing Customer,26,M,1,Unknown,Single,Less than $40K,Blue,20,6,3,2,2590.0,1748,842.0,0.626,2804,52,0.486,0.675 +772268058,Existing Customer,46,F,4,Uneducated,Single,Less than $40K,Blue,35,5,2,3,2722.0,1473,1249.0,0.737,3129,69,0.683,0.541 +710166783,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,0,8228.0,0,8228.0,0.942,4277,80,0.702,0.0 +804820233,Existing Customer,38,M,2,Unknown,Divorced,$80K - $120K,Blue,33,6,3,2,11777.0,1781,9996.0,0.565,2763,62,0.879,0.151 +708758658,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,39,5,1,1,34516.0,543,33973.0,0.745,3951,76,0.9,0.016 +714011358,Existing Customer,38,M,3,Graduate,Divorced,$80K - $120K,Blue,24,5,1,3,14821.0,0,14821.0,0.661,2876,60,0.622,0.0 +712401033,Existing Customer,36,M,1,Unknown,Single,Less than $40K,Blue,23,4,3,1,1438.3,928,510.3,0.851,2186,59,0.686,0.645 +771212508,Existing Customer,34,F,2,Unknown,Single,Less than $40K,Blue,21,6,3,4,6131.0,1270,4861.0,0.913,2825,93,0.824,0.207 +821150958,Existing Customer,52,M,5,Graduate,Single,$80K - $120K,Blue,47,3,1,1,2047.0,665,1382.0,0.605,3452,66,0.692,0.325 +792272658,Existing Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,34,3,3,4,22380.0,1220,21160.0,0.884,3756,73,0.78,0.055 +809818008,Existing Customer,36,M,3,Uneducated,Married,$80K - $120K,Blue,31,3,3,5,12893.0,1620,11273.0,0.576,2300,60,0.463,0.126 +803231058,Existing Customer,53,M,3,High School,Single,Less than $40K,Blue,47,5,1,1,3351.0,1474,1877.0,0.393,4294,66,0.737,0.44 +715698633,Existing Customer,40,F,2,Unknown,Married,Less than $40K,Blue,36,3,1,1,5093.0,2376,2717.0,0.822,2341,57,0.541,0.467 +720450108,Existing Customer,54,M,1,Graduate,Married,$40K - $60K,Blue,44,5,1,1,1438.3,0,1438.3,0.576,1585,37,0.609,0.0 +719076858,Existing Customer,34,M,4,College,Single,$60K - $80K,Blue,20,5,1,2,2165.0,1952,213.0,0.822,2651,81,0.841,0.902 +720016308,Existing Customer,62,F,1,Unknown,Single,Less than $40K,Blue,54,4,2,2,1927.0,1319,608.0,0.672,4199,77,0.75,0.684 +712443558,Existing Customer,39,F,1,College,Single,Unknown,Blue,36,6,1,1,22125.0,0,22125.0,0.645,1994,57,0.727,0.0 +711835758,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,42,4,5,3,34516.0,2099,32417.0,0.449,1756,35,0.25,0.061 +709284333,Existing Customer,36,M,1,Uneducated,Divorced,$120K +,Blue,28,6,3,2,5260.0,1116,4144.0,0.664,2546,62,0.879,0.212 +788122533,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,48,6,2,2,1438.3,0,1438.3,0.706,1336,32,0.882,0.0 +709206333,Attrited Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,30,3,4,4,4333.0,0,4333.0,0.463,1558,40,0.538,0.0 +713039808,Existing Customer,45,M,4,College,Married,Less than $40K,Blue,32,3,2,1,6637.0,0,6637.0,0.675,1801,48,0.6,0.0 +801700233,Existing Customer,36,M,2,Graduate,Single,$120K +,Blue,28,4,3,0,3174.0,2462,712.0,0.772,3140,74,0.721,0.776 +716815308,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,36,4,2,5,4396.0,1489,2907.0,1.258,3942,69,0.816,0.339 +821149008,Attrited Customer,52,M,2,Graduate,Single,$80K - $120K,Blue,48,6,2,4,34516.0,0,34516.0,0.539,1661,40,0.6,0.0 +720580383,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,37,3,2,4,1438.3,0,1438.3,0.868,3637,80,0.86,0.0 +780202908,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,43,3,3,4,6853.0,1480,5373.0,0.513,2833,70,0.556,0.216 +787504158,Existing Customer,36,F,0,Unknown,Married,Less than $40K,Blue,24,4,3,2,2570.0,2230,340.0,0.686,1755,42,0.448,0.868 +716183283,Existing Customer,27,F,1,College,Divorced,Less than $40K,Blue,15,5,3,2,2166.0,890,1276.0,1.024,3563,70,0.892,0.411 +824168808,Existing Customer,31,F,1,College,Divorced,Unknown,Blue,27,4,6,3,3647.0,1480,2167.0,0.76,2271,60,0.364,0.406 +712936908,Existing Customer,36,M,3,Unknown,Single,$60K - $80K,Blue,36,3,1,1,11684.0,1786,9898.0,0.806,2969,88,0.796,0.153 +719855958,Existing Customer,41,M,4,High School,Single,$60K - $80K,Blue,28,6,1,4,4475.0,0,4475.0,0.706,3367,66,0.737,0.0 +710112933,Existing Customer,28,M,1,Uneducated,Single,$60K - $80K,Blue,18,6,3,2,16604.0,1716,14888.0,1.025,2580,61,0.649,0.103 +768364233,Existing Customer,59,M,1,High School,Married,$40K - $60K,Blue,53,6,2,5,5446.0,1885,3561.0,0.643,1505,33,0.32,0.346 +771725808,Existing Customer,43,M,3,Uneducated,Unknown,$80K - $120K,Blue,31,5,1,4,28700.0,769,27931.0,0.901,3395,71,0.578,0.027 +780686358,Existing Customer,41,M,3,Unknown,Married,$60K - $80K,Blue,30,3,1,1,2888.0,1676,1212.0,0.534,3798,58,0.812,0.58 +712762758,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,34,4,2,0,9451.0,1280,8171.0,0.681,3179,79,0.975,0.135 +714392808,Existing Customer,51,M,3,Unknown,Married,$80K - $120K,Blue,43,3,4,5,13933.0,1019,12914.0,0.875,3504,62,0.771,0.073 +713089458,Existing Customer,44,M,1,High School,Married,Less than $40K,Blue,33,5,2,2,6130.0,808,5322.0,0.747,3411,78,0.592,0.132 +826780683,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,36,6,2,2,15008.0,0,15008.0,0.784,3943,85,0.771,0.0 +780251658,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,18,4,1,4,4583.0,1586,2997.0,0.828,2395,57,0.781,0.346 +772273983,Attrited Customer,48,M,4,Uneducated,Single,$40K - $60K,Blue,37,1,3,4,5268.0,2191,3077.0,0.622,2138,40,0.429,0.416 +737944908,Existing Customer,58,M,2,Unknown,Married,$60K - $80K,Blue,51,4,2,2,14976.0,1463,13513.0,0.635,1599,36,0.565,0.098 +720688158,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,25,3,2,4,2282.0,0,2282.0,0.741,2751,68,0.659,0.0 +719902908,Attrited Customer,51,M,3,Unknown,Married,$80K - $120K,Blue,36,3,3,3,5130.0,0,5130.0,0.407,1434,31,0.292,0.0 +771682533,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,31,4,3,2,5702.0,0,5702.0,0.773,3928,75,0.744,0.0 +708193008,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,30,3,3,4,14480.0,0,14480.0,0.703,1616,43,0.654,0.0 +772449858,Existing Customer,51,M,3,Graduate,Divorced,$40K - $60K,Blue,41,5,3,4,7570.0,1388,6182.0,0.909,3849,70,0.591,0.183 +715992558,Existing Customer,52,M,2,Doctorate,Married,$80K - $120K,Blue,38,4,2,2,12878.0,1628,11250.0,0.542,1968,59,0.735,0.126 +708502908,Existing Customer,61,M,2,High School,Single,$60K - $80K,Silver,48,5,2,3,26218.0,0,26218.0,0.74,3925,88,0.833,0.0 +720132258,Existing Customer,49,M,3,Post-Graduate,Single,$120K +,Silver,36,6,1,5,34516.0,1323,33193.0,0.934,3422,78,0.529,0.038 +708704433,Existing Customer,36,F,3,High School,Single,Unknown,Blue,23,6,3,4,2804.0,2090,714.0,1.248,2812,77,1.081,0.745 +720906033,Existing Customer,35,M,1,Graduate,Married,$40K - $60K,Blue,25,5,4,4,5801.0,1176,4625.0,1.12,2987,52,0.857,0.203 +719961183,Existing Customer,63,F,0,High School,Married,Less than $40K,Blue,53,5,3,2,2271.0,1278,993.0,0.375,1550,33,0.65,0.563 +718838808,Existing Customer,36,F,1,Post-Graduate,Married,Less than $40K,Blue,23,6,3,3,3107.0,2354,753.0,1.248,2720,48,1.182,0.758 +710268858,Existing Customer,33,F,4,Graduate,Single,Less than $40K,Blue,22,5,1,2,2001.0,1217,784.0,0.775,3162,99,0.707,0.608 +788360283,Existing Customer,33,M,1,Graduate,Single,$80K - $120K,Blue,26,4,1,0,1438.3,0,1438.3,0.865,2557,55,0.618,0.0 +717914808,Existing Customer,65,M,1,High School,Single,Unknown,Blue,36,4,3,5,4465.0,703,3762.0,1.026,4044,66,0.65,0.157 +802884933,Existing Customer,61,M,1,Graduate,Married,$60K - $80K,Blue,55,6,2,3,3264.0,1348,1916.0,0.756,1665,32,0.524,0.413 +714436383,Existing Customer,44,M,4,Graduate,Unknown,$80K - $120K,Blue,34,4,3,2,26856.0,0,26856.0,0.581,4222,75,0.471,0.0 +718785483,Existing Customer,38,M,1,Doctorate,Single,$80K - $120K,Silver,29,6,3,3,34516.0,1435,33081.0,1.13,4238,85,0.809,0.042 +708816408,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,32,4,6,3,21756.0,0,21756.0,0.817,3063,71,0.511,0.0 +715363908,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,26,4,1,2,4726.0,1551,3175.0,0.544,3658,70,0.628,0.328 +709163358,Attrited Customer,41,M,5,Unknown,Single,$60K - $80K,Gold,32,2,3,4,34516.0,2517,31999.0,0.465,1727,35,0.458,0.073 +827643858,Existing Customer,45,F,2,Unknown,Single,Less than $40K,Blue,41,6,2,2,5596.0,0,5596.0,0.833,3212,64,0.422,0.0 +711251133,Existing Customer,37,M,0,Post-Graduate,Single,$80K - $120K,Blue,27,5,2,3,15326.0,0,15326.0,1.159,2990,55,0.964,0.0 +716896833,Existing Customer,51,M,1,Unknown,Single,$80K - $120K,Blue,38,3,1,4,11373.0,1319,10054.0,0.693,1976,35,0.75,0.116 +789193383,Existing Customer,65,M,0,Uneducated,Single,Less than $40K,Blue,54,3,1,5,2644.0,1691,953.0,0.755,3495,70,0.628,0.64 +712801758,Existing Customer,37,F,1,Graduate,Single,$40K - $60K,Blue,27,6,1,2,2673.0,2517,156.0,0.714,3052,63,0.75,0.942 +719836083,Existing Customer,54,M,4,Unknown,Married,$60K - $80K,Blue,36,3,4,2,7477.0,1752,5725.0,0.294,1543,34,0.172,0.234 +718291233,Existing Customer,46,M,4,Graduate,Married,$80K - $120K,Blue,33,5,1,3,16227.0,917,15310.0,0.479,4314,67,0.634,0.057 +718682883,Existing Customer,41,M,2,Unknown,Single,$80K - $120K,Blue,34,3,3,1,19110.0,2449,16661.0,1.0,4478,76,0.727,0.128 +771503958,Existing Customer,49,M,2,Unknown,Single,$40K - $60K,Blue,37,5,1,3,2993.0,1265,1728.0,0.579,4089,72,0.674,0.423 +771960708,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,40,3,2,4,3290.0,2461,829.0,0.797,3591,80,0.739,0.748 +717427983,Existing Customer,50,F,3,High School,Single,Less than $40K,Silver,39,4,3,4,11176.0,2422,8754.0,1.003,2682,64,0.641,0.217 +712737108,Existing Customer,48,F,4,High School,Married,Unknown,Blue,36,4,1,2,21416.0,0,21416.0,0.702,4221,75,0.923,0.0 +771599283,Existing Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,3,2,5,2492.0,1668,824.0,0.651,1606,32,0.882,0.669 +717237708,Existing Customer,54,M,2,Post-Graduate,Single,$60K - $80K,Blue,38,3,3,5,14265.0,1878,12387.0,0.847,3982,58,0.871,0.132 +710703708,Existing Customer,46,F,4,Unknown,Single,$40K - $60K,Silver,35,6,3,2,16985.0,968,16017.0,0.455,2961,56,0.647,0.057 +712513458,Existing Customer,47,F,4,High School,Single,Less than $40K,Blue,38,4,1,4,7469.0,1899,5570.0,0.999,3150,70,0.489,0.254 +709690158,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,36,6,1,2,4592.0,2517,2075.0,0.572,1470,33,0.737,0.548 +709959858,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,32,6,3,4,4341.0,0,4341.0,0.613,3825,63,0.537,0.0 +720683958,Existing Customer,41,M,4,Uneducated,Divorced,$80K - $120K,Gold,36,6,2,2,34516.0,0,34516.0,0.742,4077,67,0.763,0.0 +780704358,Existing Customer,34,M,3,Post-Graduate,Unknown,$60K - $80K,Silver,23,4,3,0,27710.0,0,27710.0,0.777,4014,73,0.659,0.0 +717843783,Existing Customer,33,F,1,College,Single,Less than $40K,Silver,17,4,3,2,13431.0,1583,11848.0,0.621,2338,71,0.69,0.118 +718318383,Existing Customer,49,M,1,High School,Unknown,$60K - $80K,Blue,36,6,3,4,2645.0,1499,1146.0,0.67,4251,69,0.533,0.567 +708849858,Existing Customer,44,M,3,Doctorate,Single,$120K +,Blue,35,4,1,5,14028.0,1435,12593.0,0.57,3683,73,0.738,0.102 +712652283,Existing Customer,36,M,1,Uneducated,Divorced,$80K - $120K,Blue,28,4,1,3,34516.0,774,33742.0,0.989,3030,74,0.805,0.022 +793461933,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,31,4,2,4,5699.0,1006,4693.0,0.734,2835,57,0.9,0.177 +720084183,Existing Customer,46,M,3,Unknown,Divorced,$120K +,Blue,34,5,2,4,16284.0,0,16284.0,0.889,3018,75,0.5,0.0 +767114958,Existing Customer,65,M,0,Uneducated,Single,Less than $40K,Blue,56,4,2,2,3226.0,2073,1153.0,1.035,3250,70,0.591,0.643 +709216533,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,36,6,3,4,2803.0,778,2025.0,0.55,3142,64,0.561,0.278 +720897783,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,30,6,2,5,34516.0,2010,32506.0,0.594,2776,59,0.735,0.058 +773503308,Existing Customer,59,M,1,Uneducated,Single,Less than $40K,Blue,53,5,5,4,2192.0,1569,623.0,0.706,4010,79,0.717,0.716 +719963433,Existing Customer,37,F,3,Unknown,Single,Unknown,Blue,29,3,2,2,8318.0,1945,6373.0,1.487,3676,77,1.139,0.234 +708139833,Attrited Customer,40,M,3,Graduate,Unknown,$60K - $80K,Blue,30,4,2,3,6391.0,0,6391.0,0.632,2323,44,0.419,0.0 +710664558,Existing Customer,40,F,3,High School,Married,Less than $40K,Blue,31,5,2,4,4736.0,945,3791.0,0.835,3927,73,0.659,0.2 +713687508,Existing Customer,59,M,1,Doctorate,Single,$60K - $80K,Blue,49,5,2,4,9944.0,1606,8338.0,0.62,3159,69,0.568,0.162 +816312633,Existing Customer,52,F,3,College,Married,$40K - $60K,Blue,47,6,3,3,4717.0,0,4717.0,0.563,2349,66,0.347,0.0 +712019883,Existing Customer,43,F,4,Unknown,Unknown,Unknown,Blue,34,5,3,3,12778.0,1528,11250.0,0.777,3337,69,0.769,0.12 +718216008,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,38,5,2,3,16920.0,2157,14763.0,0.629,3275,60,0.5,0.127 +718345233,Existing Customer,45,F,2,Graduate,Unknown,Less than $40K,Blue,35,6,3,3,3240.0,2517,723.0,0.636,1904,41,0.519,0.777 +771228183,Existing Customer,30,F,0,Graduate,Divorced,Less than $40K,Blue,17,4,1,3,4704.0,0,4704.0,1.177,3294,87,0.891,0.0 +789430083,Existing Customer,41,F,5,High School,Single,$40K - $60K,Blue,32,6,1,2,14987.0,1425,13562.0,0.8,4470,83,0.844,0.095 +779524833,Existing Customer,51,M,1,Unknown,Single,$80K - $120K,Blue,34,4,3,3,3554.0,1563,1991.0,0.893,3640,59,0.735,0.44 +823621083,Existing Customer,46,M,3,Graduate,Married,$120K +,Blue,42,3,3,4,9227.0,938,8289.0,0.735,3948,74,0.721,0.102 +715563558,Existing Customer,50,M,1,Unknown,Married,$120K +,Blue,40,3,3,2,7522.0,1057,6465.0,1.197,2533,62,1.138,0.141 +715424283,Existing Customer,31,F,0,College,Married,Less than $40K,Blue,21,5,2,2,1677.0,0,1677.0,1.369,3059,50,0.613,0.0 +807209808,Existing Customer,48,M,1,High School,Single,$60K - $80K,Blue,40,6,2,2,2319.0,1630,689.0,0.846,3739,68,0.659,0.703 +716578158,Existing Customer,39,F,1,Unknown,Married,Less than $40K,Blue,29,6,2,5,2722.0,1592,1130.0,1.319,3205,49,0.633,0.585 +708911508,Existing Customer,50,F,2,Unknown,Married,Less than $40K,Blue,39,3,3,2,2046.0,0,2046.0,0.936,3446,71,0.578,0.0 +717332733,Existing Customer,47,M,4,Unknown,Single,$80K - $120K,Silver,37,5,2,4,34516.0,0,34516.0,1.06,2851,80,0.739,0.0 +710681808,Existing Customer,53,M,3,High School,Single,$80K - $120K,Blue,42,6,3,3,18531.0,1548,16983.0,0.833,2484,52,0.857,0.084 +708740808,Existing Customer,45,M,4,Graduate,Married,$40K - $60K,Blue,36,5,3,4,4112.0,0,4112.0,0.777,2949,54,1.25,0.0 +711728208,Existing Customer,46,M,4,Graduate,Single,$120K +,Blue,34,4,1,2,34516.0,0,34516.0,0.991,4143,68,0.659,0.0 +720562008,Existing Customer,34,M,2,Graduate,Single,$80K - $120K,Silver,22,4,3,3,34516.0,1263,33253.0,0.603,2759,65,0.806,0.037 +709012083,Existing Customer,39,M,1,Uneducated,Married,Less than $40K,Blue,28,3,3,4,4683.0,2514,2169.0,0.58,2010,45,0.731,0.537 +771073908,Existing Customer,62,M,0,Unknown,Married,$40K - $60K,Blue,48,4,1,2,1438.3,0,1438.3,0.425,1406,27,0.5,0.0 +718174908,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,36,4,3,2,4224.0,2417,1807.0,0.522,1458,29,1.071,0.572 +709550958,Existing Customer,51,M,3,Graduate,Married,$60K - $80K,Blue,32,3,1,4,7133.0,0,7133.0,0.612,2689,62,0.59,0.0 +720411183,Existing Customer,34,F,1,High School,Single,Unknown,Blue,22,6,1,0,10253.0,1857,8396.0,1.193,3042,66,0.941,0.181 +720776508,Existing Customer,44,F,2,Doctorate,Single,$40K - $60K,Blue,25,4,3,2,4210.0,0,4210.0,1.224,4248,65,0.857,0.0 +755615208,Existing Customer,49,M,3,High School,Single,$120K +,Blue,42,5,3,2,12630.0,1822,10808.0,0.947,4084,66,0.571,0.144 +708147108,Existing Customer,26,M,0,Graduate,Divorced,Unknown,Blue,36,6,1,3,21084.0,2517,18567.0,0.763,2309,71,0.543,0.119 +827476983,Attrited Customer,56,F,2,College,Single,Less than $40K,Blue,52,3,5,1,3639.0,2178,1461.0,0.451,1865,42,0.5,0.599 +716682258,Existing Customer,52,M,1,High School,Divorced,$120K +,Blue,36,4,3,5,31945.0,1591,30354.0,0.711,3650,62,0.676,0.05 +708563433,Attrited Customer,65,F,0,High School,Single,Unknown,Blue,56,3,6,3,5894.0,477,5417.0,1.015,1616,32,0.455,0.081 +772277508,Existing Customer,65,F,1,Unknown,Single,Less than $40K,Blue,54,4,2,2,2209.0,0,2209.0,1.299,3292,52,0.857,0.0 +712515558,Existing Customer,35,M,1,College,Single,$60K - $80K,Blue,26,3,2,3,23447.0,1515,21932.0,0.622,2834,77,0.638,0.065 +719342808,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,30,4,2,3,4180.0,688,3492.0,0.747,3750,76,0.727,0.165 +788957358,Existing Customer,53,F,1,Graduate,Single,$40K - $60K,Blue,39,3,3,2,4930.0,2227,2703.0,0.801,4224,77,0.791,0.452 +778386033,Existing Customer,38,M,3,Uneducated,Married,$60K - $80K,Blue,18,6,3,4,3417.0,1749,1668.0,0.57,2068,34,0.619,0.512 +820060758,Existing Customer,50,F,1,College,Single,Less than $40K,Blue,45,4,2,4,4785.0,1965,2820.0,0.8,3651,59,0.553,0.411 +713271708,Existing Customer,46,M,3,Uneducated,Married,Less than $40K,Silver,33,5,2,2,12685.0,0,12685.0,0.674,4454,74,0.574,0.0 +720555483,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,35,3,3,3,21374.0,0,21374.0,0.631,4100,79,0.681,0.0 +709405758,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,28,4,3,2,1911.0,1217,694.0,0.363,1965,49,0.256,0.637 +769463433,Existing Customer,41,F,2,Post-Graduate,Single,Less than $40K,Blue,35,6,3,2,8666.0,0,8666.0,0.682,3593,71,0.578,0.0 +786087633,Existing Customer,60,M,0,Unknown,Married,$60K - $80K,Blue,54,4,1,0,2759.0,2501,258.0,0.505,1650,34,0.7,0.906 +738627708,Attrited Customer,49,F,2,Unknown,Single,Unknown,Blue,41,5,3,4,5984.0,0,5984.0,0.551,1838,42,0.556,0.0 +719527833,Existing Customer,45,F,4,High School,Unknown,Unknown,Blue,36,6,3,3,23000.0,1097,21903.0,1.095,3886,70,0.667,0.048 +715921758,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,25,5,3,2,1438.3,0,1438.3,0.579,2882,68,0.619,0.0 +717280158,Existing Customer,49,M,3,Graduate,Married,Less than $40K,Blue,36,3,3,5,2976.0,1817,1159.0,0.739,3332,60,0.667,0.611 +714179658,Existing Customer,43,M,3,High School,Single,$120K +,Blue,36,3,1,3,34516.0,0,34516.0,0.852,1996,48,0.548,0.0 +806637558,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,53,5,2,5,1438.3,0,1438.3,0.425,1539,40,0.6,0.0 +714828708,Existing Customer,46,M,0,High School,Divorced,$80K - $120K,Blue,36,3,1,4,16099.0,0,16099.0,0.562,3656,88,0.76,0.0 +711989358,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,36,4,2,1,19595.0,1187,18408.0,0.875,3811,62,0.824,0.061 +720188508,Existing Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,25,3,2,4,13193.0,1749,11444.0,0.671,4071,64,0.73,0.133 +719528958,Existing Customer,57,F,3,College,Single,$40K - $60K,Blue,36,3,1,3,8184.0,1508,6676.0,0.789,4134,71,0.821,0.184 +713110908,Existing Customer,30,M,1,Unknown,Married,Less than $40K,Blue,13,3,6,5,2607.0,1966,641.0,0.65,1719,45,0.607,0.754 +721179708,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,37,4,2,3,5758.0,0,5758.0,0.433,4422,76,0.407,0.0 +716363658,Existing Customer,51,M,2,Doctorate,Single,$120K +,Blue,36,4,2,5,25873.0,582,25291.0,0.769,3920,84,0.647,0.022 +711443808,Existing Customer,46,M,2,Unknown,Divorced,$60K - $80K,Blue,37,6,1,1,2695.0,1657,1038.0,0.813,4068,53,0.963,0.615 +778952058,Existing Customer,46,M,3,College,Married,$80K - $120K,Blue,32,4,2,5,20860.0,1496,19364.0,0.816,3435,56,0.697,0.072 +713642133,Existing Customer,45,M,4,Unknown,Married,$40K - $60K,Blue,30,6,3,3,1892.0,1049,843.0,1.122,4558,60,1.609,0.554 +778908783,Existing Customer,52,M,3,College,Married,$80K - $120K,Blue,33,3,3,4,27751.0,1018,26733.0,0.426,1427,25,0.667,0.037 +778170633,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,38,6,2,2,34516.0,657,33859.0,0.723,3661,71,0.868,0.019 +714670533,Existing Customer,47,M,3,Unknown,Single,$80K - $120K,Blue,37,3,1,5,24580.0,2517,22063.0,0.509,3069,62,0.771,0.102 +771833433,Attrited Customer,49,M,2,High School,Married,$80K - $120K,Blue,38,3,2,4,29893.0,0,29893.0,0.519,2063,48,0.846,0.0 +772758783,Existing Customer,43,M,1,Unknown,Married,$80K - $120K,Blue,33,5,1,5,21165.0,735,20430.0,0.624,3343,60,0.667,0.035 +788959758,Existing Customer,47,F,4,Uneducated,Single,$40K - $60K,Blue,33,3,2,1,9148.0,561,8587.0,0.774,3451,59,0.967,0.061 +716878533,Existing Customer,55,M,2,Unknown,Married,$80K - $120K,Blue,46,4,1,1,10979.0,1889,9090.0,0.475,1425,33,0.5,0.172 +713267133,Existing Customer,41,F,5,Post-Graduate,Married,Less than $40K,Blue,33,3,1,2,6519.0,851,5668.0,0.679,3088,65,0.711,0.131 +716263533,Existing Customer,44,M,5,High School,Married,$80K - $120K,Blue,36,3,2,2,2509.0,1464,1045.0,1.25,3166,72,0.946,0.583 +719026383,Existing Customer,35,F,2,Uneducated,Married,Less than $40K,Blue,36,3,1,3,2664.0,0,2664.0,1.071,3135,59,0.903,0.0 +821755233,Existing Customer,40,F,2,Unknown,Married,Unknown,Blue,28,5,5,2,14999.0,1123,13876.0,0.539,3441,69,0.468,0.075 +709683633,Existing Customer,32,F,1,High School,Single,Less than $40K,Silver,13,4,1,2,10332.0,948,9384.0,0.843,2914,67,0.763,0.092 +714318033,Existing Customer,50,M,4,Unknown,Married,$60K - $80K,Blue,36,5,1,4,10226.0,1638,8588.0,1.053,3321,57,1.036,0.16 +828291858,Attrited Customer,38,M,3,College,Single,$60K - $80K,Blue,34,6,3,4,12050.0,1821,10229.0,0.63,2381,40,0.481,0.151 +779647608,Existing Customer,39,M,2,High School,Single,$120K +,Blue,22,5,2,2,26124.0,0,26124.0,0.735,4199,92,0.586,0.0 +787605558,Existing Customer,48,F,3,Graduate,Divorced,Less than $40K,Blue,31,6,2,2,9816.0,0,9816.0,0.673,3489,81,0.528,0.0 +771534408,Existing Customer,52,F,2,College,Single,Less than $40K,Blue,40,4,3,3,2783.0,2379,404.0,0.912,3897,74,1.0,0.855 +716219808,Existing Customer,49,M,3,Graduate,Unknown,$60K - $80K,Blue,36,5,2,3,15942.0,0,15942.0,0.723,1742,41,0.323,0.0 +715690908,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Silver,39,4,3,2,12222.0,1260,10962.0,1.138,3418,78,0.733,0.103 +789125733,Existing Customer,38,F,4,Doctorate,Married,Less than $40K,Blue,26,4,2,4,4002.0,1402,2600.0,0.579,2114,53,0.514,0.35 +717271983,Existing Customer,60,M,0,College,Single,$80K - $120K,Silver,53,6,3,2,34516.0,1388,33128.0,0.791,3261,64,0.684,0.04 +709695333,Existing Customer,48,M,2,High School,Single,$80K - $120K,Blue,36,3,2,4,10227.0,1695,8532.0,0.875,3577,82,0.783,0.166 +712233183,Existing Customer,45,F,2,Graduate,Single,Less than $40K,Blue,34,3,3,1,4265.0,1622,2643.0,0.708,3244,62,0.879,0.38 +716645883,Existing Customer,47,M,2,Unknown,Unknown,$60K - $80K,Blue,36,3,2,2,13867.0,0,13867.0,0.659,4297,68,0.744,0.0 +711762408,Existing Customer,43,M,2,Doctorate,Divorced,$40K - $60K,Blue,34,4,1,2,2243.0,0,2243.0,0.697,4023,63,0.75,0.0 +818305008,Existing Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,6,1,3,11239.0,1375,9864.0,0.94,3978,89,0.78,0.122 +788159433,Existing Customer,53,M,2,Unknown,Single,$60K - $80K,Blue,45,5,1,2,22558.0,818,21740.0,0.987,3855,70,0.591,0.036 +709104333,Existing Customer,50,M,5,Post-Graduate,Married,$120K +,Silver,36,5,2,4,34516.0,891,33625.0,0.926,2687,64,0.778,0.026 +708112008,Existing Customer,56,M,2,Graduate,Married,$80K - $120K,Blue,36,4,2,3,23510.0,1049,22461.0,0.438,1661,35,0.296,0.045 +714731208,Existing Customer,63,F,0,Uneducated,Unknown,$40K - $60K,Blue,55,6,2,2,1651.0,1433,218.0,0.985,4050,58,0.611,0.868 +710006958,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,41,6,2,2,8693.0,796,7897.0,0.864,4755,69,0.533,0.092 +815062383,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,30,3,3,1,4549.0,1193,3356.0,0.445,1914,33,0.5,0.262 +778447908,Existing Customer,51,M,2,College,Married,$80K - $120K,Blue,33,3,1,2,3558.0,0,3558.0,0.57,4136,65,0.912,0.0 +720725058,Attrited Customer,51,F,1,Graduate,Single,Less than $40K,Blue,37,1,3,4,7176.0,0,7176.0,0.45,1375,33,0.65,0.0 +803415183,Existing Customer,44,M,3,Unknown,Single,$80K - $120K,Silver,38,3,3,1,34516.0,657,33859.0,0.641,4614,76,0.689,0.019 +708582858,Existing Customer,38,M,3,Graduate,Single,$60K - $80K,Blue,25,3,3,4,18293.0,0,18293.0,0.571,2958,63,0.432,0.0 +779833908,Existing Customer,40,F,2,Graduate,Divorced,Unknown,Blue,23,6,2,1,18332.0,1376,16956.0,0.6,4095,67,0.675,0.075 +818687958,Existing Customer,48,M,2,Graduate,Divorced,$80K - $120K,Blue,43,5,3,2,6383.0,1436,4947.0,0.845,4462,88,0.66,0.225 +708714108,Existing Customer,42,F,3,High School,Single,Less than $40K,Silver,31,5,2,3,13441.0,2517,10924.0,0.734,1894,49,0.633,0.187 +754872333,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,43,3,1,3,20114.0,0,20114.0,0.82,4740,88,0.796,0.0 +718637208,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,43,3,2,1,2019.0,1387,632.0,0.56,1689,36,0.714,0.687 +816772908,Existing Customer,38,M,3,High School,Single,$60K - $80K,Silver,33,6,1,2,34516.0,1793,32723.0,0.767,4533,78,0.472,0.052 +711935283,Attrited Customer,55,M,5,Post-Graduate,Single,$80K - $120K,Blue,47,3,1,4,1438.3,0,1438.3,0.414,1427,36,0.333,0.0 +716950758,Attrited Customer,46,M,4,High School,Married,$60K - $80K,Blue,36,1,3,2,8017.0,0,8017.0,0.559,1657,43,0.654,0.0 +716497908,Existing Customer,49,F,1,Doctorate,Married,Unknown,Blue,36,3,1,2,8519.0,0,8519.0,0.873,3698,65,0.625,0.0 +809358708,Existing Customer,38,M,3,Unknown,Single,$80K - $120K,Blue,33,6,2,2,34516.0,2135,32381.0,0.488,3514,63,0.703,0.062 +716037708,Existing Customer,50,M,0,Uneducated,Divorced,$60K - $80K,Blue,39,6,3,3,9474.0,1021,8453.0,0.557,3240,54,0.588,0.108 +717804783,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,27,5,3,4,6587.0,824,5763.0,1.262,4160,70,0.842,0.125 +715338783,Existing Customer,32,M,1,High School,Single,$60K - $80K,Blue,36,4,2,2,2999.0,0,2999.0,0.812,3018,80,0.778,0.0 +779645658,Existing Customer,49,M,3,Graduate,Single,$60K - $80K,Blue,32,3,1,4,7154.0,1472,5682.0,1.002,3607,59,0.735,0.206 +787565433,Existing Customer,53,M,2,Post-Graduate,Married,$80K - $120K,Blue,43,4,2,4,4039.0,1397,2642.0,0.396,1494,36,0.286,0.346 +717287883,Existing Customer,57,M,3,Graduate,Married,$80K - $120K,Blue,46,6,2,3,5516.0,2517,2999.0,0.473,1532,24,0.5,0.456 +715746633,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,54,3,1,2,5577.0,689,4888.0,0.985,4256,70,1.121,0.124 +720635883,Existing Customer,34,M,3,Unknown,Unknown,$80K - $120K,Blue,24,6,3,3,8628.0,1500,7128.0,0.688,2902,60,0.818,0.174 +710077008,Existing Customer,43,M,2,Uneducated,Single,$120K +,Blue,33,5,3,1,30137.0,1368,28769.0,0.721,3522,74,0.897,0.045 +804437658,Existing Customer,42,F,3,Doctorate,Married,Less than $40K,Blue,36,4,2,1,9778.0,2154,7624.0,0.5,3413,66,0.692,0.22 +780000258,Existing Customer,48,M,3,Uneducated,Single,$120K +,Blue,38,4,2,5,20912.0,0,20912.0,0.725,4172,84,0.787,0.0 +825785508,Existing Customer,49,M,3,High School,Single,$120K +,Blue,45,3,2,2,14699.0,1049,13650.0,0.534,4890,64,0.561,0.071 +720252858,Existing Customer,57,M,3,College,Single,$60K - $80K,Blue,36,6,3,2,10350.0,0,10350.0,0.826,3396,63,0.8,0.0 +710017758,Existing Customer,44,M,4,Graduate,Single,$40K - $60K,Blue,36,5,2,3,11346.0,0,11346.0,0.665,3784,67,0.457,0.0 +711750183,Existing Customer,63,F,2,Graduate,Single,Less than $40K,Gold,55,4,1,3,15987.0,1345,14642.0,0.729,3640,56,0.867,0.084 +718364283,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,30,3,2,4,19711.0,0,19711.0,1.037,3602,72,1.0,0.0 +711638658,Existing Customer,33,M,4,High School,Single,$40K - $60K,Blue,25,4,1,1,8650.0,1929,6721.0,0.777,2878,63,1.032,0.223 +711046383,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Silver,36,5,1,1,34516.0,1316,33200.0,0.818,3542,60,0.714,0.038 +720877083,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,36,6,1,2,9748.0,1354,8394.0,0.893,3323,66,0.833,0.139 +715662258,Existing Customer,49,F,3,Unknown,Unknown,Less than $40K,Blue,36,3,1,2,2454.0,2060,394.0,0.804,3777,75,0.596,0.839 +715570533,Attrited Customer,48,M,3,Post-Graduate,Unknown,$120K +,Blue,35,2,2,6,34516.0,0,34516.0,0.464,1632,44,0.333,0.0 +758202858,Existing Customer,47,F,3,High School,Unknown,Less than $40K,Blue,40,4,2,4,4255.0,1681,2574.0,0.65,3453,72,0.5,0.395 +712872183,Existing Customer,35,F,4,Uneducated,Single,Less than $40K,Blue,24,4,2,2,3271.0,1367,1904.0,0.704,2464,92,1.0,0.418 +710014683,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,20,3,3,2,3480.0,724,2756.0,0.722,2807,65,0.806,0.208 +716934333,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,40,3,1,4,13306.0,2458,10848.0,0.516,3556,68,0.581,0.185 +778523733,Existing Customer,38,M,3,Graduate,Single,$80K - $120K,Blue,31,6,1,2,13637.0,0,13637.0,0.566,3625,73,0.659,0.0 +716353083,Existing Customer,39,M,3,Graduate,Single,$60K - $80K,Blue,29,4,2,3,6733.0,1028,5705.0,0.553,4444,72,0.565,0.153 +753642933,Existing Customer,52,F,3,High School,Single,Less than $40K,Blue,45,3,3,0,2728.0,1365,1363.0,0.648,4293,83,0.976,0.5 +708151008,Existing Customer,49,F,4,Graduate,Married,$40K - $60K,Blue,41,5,1,2,6250.0,644,5606.0,1.06,2433,41,1.158,0.103 +789646158,Existing Customer,49,M,4,Uneducated,Married,$40K - $60K,Blue,33,5,1,3,3653.0,881,2772.0,0.846,3297,66,0.692,0.241 +712423233,Existing Customer,44,M,3,High School,Divorced,$60K - $80K,Blue,36,4,3,1,22919.0,1368,21551.0,0.942,3752,71,0.919,0.06 +719806233,Existing Customer,36,M,1,Graduate,Single,$120K +,Blue,20,3,2,2,34516.0,0,34516.0,0.531,2686,59,0.788,0.0 +786509358,Existing Customer,44,M,3,Unknown,Married,$80K - $120K,Blue,38,3,1,4,4198.0,1782,2416.0,1.526,2051,36,1.0,0.424 +711502908,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,39,6,2,2,7532.0,0,7532.0,0.476,3550,68,0.619,0.0 +748617858,Existing Customer,35,M,5,Uneducated,Single,$60K - $80K,Blue,28,4,2,3,4587.0,1704,2883.0,0.903,2968,65,0.806,0.371 +721532583,Attrited Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,36,5,3,4,12250.0,2165,10085.0,0.641,1995,39,0.696,0.177 +789244308,Existing Customer,56,M,4,College,Single,$80K - $120K,Blue,41,6,1,4,17753.0,1899,15854.0,0.851,3986,64,0.73,0.107 +709330383,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Silver,19,4,3,3,12535.0,2049,10486.0,0.683,3283,74,0.609,0.163 +719136183,Existing Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,38,6,1,3,3541.0,1444,2097.0,0.664,3410,69,0.683,0.408 +716939358,Existing Customer,43,F,3,Graduate,Divorced,Unknown,Blue,33,6,3,4,14622.0,0,14622.0,0.959,4632,67,0.457,0.0 +778155558,Existing Customer,45,M,3,Unknown,Married,$80K - $120K,Blue,38,3,1,2,23973.0,0,23973.0,0.779,3560,71,0.511,0.0 +713461533,Existing Customer,54,M,3,Graduate,Single,$80K - $120K,Blue,38,4,2,1,29200.0,1310,27890.0,1.092,3042,73,1.028,0.045 +803776533,Existing Customer,46,M,2,Post-Graduate,Single,$60K - $80K,Blue,41,3,3,2,10077.0,0,10077.0,0.639,2118,52,0.576,0.0 +714857508,Existing Customer,44,F,4,Doctorate,Married,Unknown,Blue,36,5,2,4,8667.0,1775,6892.0,0.729,3939,69,0.533,0.205 +720348933,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,31,4,3,4,12871.0,758,12113.0,0.778,3060,60,1.069,0.059 +721158108,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Blue,30,3,2,4,2346.0,0,2346.0,0.394,3982,72,0.532,0.0 +789043008,Existing Customer,55,F,2,Post-Graduate,Divorced,Less than $40K,Blue,43,4,2,4,9919.0,0,9919.0,0.496,2058,70,0.842,0.0 +713362158,Existing Customer,50,M,3,Unknown,Single,$120K +,Blue,33,4,1,4,17087.0,0,17087.0,0.761,3519,70,0.591,0.0 +712623258,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,2,3,3,5505.0,2517,2988.0,0.729,2272,42,0.448,0.457 +708494583,Existing Customer,49,F,3,Uneducated,Divorced,Less than $40K,Blue,36,4,1,3,1902.0,0,1902.0,0.693,3731,53,0.893,0.0 +718394658,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,22,3,1,1,4254.0,2464,1790.0,0.764,2366,62,0.722,0.579 +719398158,Existing Customer,51,M,2,Unknown,Unknown,$80K - $120K,Blue,39,6,1,3,9854.0,1886,7968.0,0.921,3912,76,0.949,0.191 +711885258,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,31,5,3,4,7711.0,988,6723.0,0.884,2078,42,0.68,0.128 +789161358,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,19,3,1,4,3213.0,2517,696.0,1.275,2666,46,1.0,0.783 +787581858,Existing Customer,46,M,2,Unknown,Unknown,$120K +,Blue,37,3,2,4,3132.0,1466,1666.0,0.689,3612,59,0.595,0.468 +779198133,Existing Customer,45,F,3,High School,Divorced,Less than $40K,Blue,33,3,3,2,9977.0,2088,7889.0,0.65,3530,61,0.743,0.209 +708314808,Existing Customer,53,F,2,College,Married,Unknown,Blue,41,5,1,3,5659.0,1393,4266.0,0.436,1570,40,0.6,0.246 +720508233,Attrited Customer,62,M,0,Unknown,Single,$40K - $60K,Silver,42,3,4,4,17161.0,0,17161.0,0.552,1898,42,0.556,0.0 +717134058,Existing Customer,65,F,1,Unknown,Single,Unknown,Blue,36,5,1,2,5018.0,1131,3887.0,0.624,4028,81,0.8,0.225 +783366483,Existing Customer,44,F,3,Unknown,Married,Unknown,Blue,38,4,3,3,11474.0,1063,10411.0,0.686,3242,74,0.451,0.093 +715412583,Existing Customer,51,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,1,4,7925.0,1445,6480.0,0.75,3815,65,0.806,0.182 +719562108,Existing Customer,28,F,0,Uneducated,Single,Less than $40K,Silver,20,6,3,3,12793.0,1650,11143.0,0.783,2671,67,0.763,0.129 +754457883,Existing Customer,49,M,2,Unknown,Single,Less than $40K,Blue,42,4,2,2,4834.0,0,4834.0,0.998,1876,35,1.059,0.0 +742552683,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,31,6,2,5,1438.3,688,750.3,0.976,4208,86,0.72,0.478 +711455133,Existing Customer,55,M,3,College,Single,$120K +,Blue,36,5,3,3,12948.0,1839,11109.0,1.113,2481,42,0.68,0.142 +716387733,Attrited Customer,49,M,4,Graduate,Single,$60K - $80K,Blue,36,1,4,5,5662.0,1484,4178.0,0.434,1693,25,0.25,0.262 +772571508,Existing Customer,34,F,2,High School,Single,Less than $40K,Blue,24,4,1,0,2799.0,0,2799.0,0.696,2311,43,0.654,0.0 +718815108,Existing Customer,50,M,2,Unknown,Married,$80K - $120K,Blue,38,3,3,1,6030.0,1315,4715.0,0.623,3420,81,0.841,0.218 +719266158,Existing Customer,42,M,2,Graduate,Divorced,$80K - $120K,Blue,35,5,3,1,6779.0,1359,5420.0,0.737,3434,65,0.512,0.2 +720708183,Existing Customer,53,F,1,Uneducated,Divorced,$40K - $60K,Silver,36,5,1,1,15248.0,1242,14006.0,0.725,4758,83,0.456,0.081 +767523933,Existing Customer,53,M,3,High School,Single,$60K - $80K,Blue,45,4,1,0,15583.0,0,15583.0,0.873,3938,69,1.091,0.0 +797466033,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,26,3,2,3,2576.0,1754,822.0,1.027,2880,69,0.468,0.681 +771886233,Existing Customer,48,M,1,Unknown,Married,$60K - $80K,Silver,37,6,3,5,25270.0,1090,24180.0,0.819,1941,51,1.318,0.043 +712612233,Existing Customer,35,M,4,Graduate,Single,$60K - $80K,Blue,22,3,3,3,8717.0,719,7998.0,0.556,2067,59,0.595,0.082 +716516208,Existing Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,36,4,2,3,1438.3,0,1438.3,0.674,3748,64,0.829,0.0 +709950858,Existing Customer,45,M,5,College,Single,$80K - $120K,Blue,35,4,2,1,33755.0,2301,31454.0,0.751,3458,71,0.651,0.068 +779882508,Existing Customer,53,F,2,Unknown,Single,$40K - $60K,Blue,37,5,3,4,7282.0,0,7282.0,0.74,3364,69,0.816,0.0 +717472833,Existing Customer,42,M,4,Unknown,Single,$80K - $120K,Blue,32,6,3,5,7260.0,713,6547.0,0.833,4253,73,0.78,0.098 +712665633,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Silver,30,6,1,4,12952.0,1864,11088.0,0.414,3472,51,0.457,0.144 +709562358,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,43,6,1,5,5353.0,1594,3759.0,0.973,4456,79,0.837,0.298 +715391433,Existing Customer,38,M,0,Graduate,Married,$60K - $80K,Blue,33,5,4,4,11741.0,1560,10181.0,0.773,2143,41,0.783,0.133 +708722583,Existing Customer,39,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,1,2609.0,1656,953.0,0.657,3024,64,0.6,0.635 +720452508,Existing Customer,51,F,1,College,Married,Unknown,Blue,37,4,3,1,11167.0,0,11167.0,0.622,3848,74,0.762,0.0 +714566958,Existing Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,4,2,5,20882.0,1420,19462.0,0.857,2291,40,0.6,0.068 +816084333,Existing Customer,42,M,2,Unknown,Single,$120K +,Gold,37,5,2,2,34516.0,1230,33286.0,0.72,3260,63,1.1,0.036 +806179683,Existing Customer,63,F,1,College,Single,$40K - $60K,Blue,56,5,3,2,3071.0,2044,1027.0,0.91,4433,68,0.659,0.666 +806244183,Existing Customer,39,M,2,Graduate,Divorced,$60K - $80K,Blue,34,5,1,4,2267.0,0,2267.0,0.875,4544,84,0.75,0.0 +787999533,Existing Customer,52,M,2,High School,Single,$120K +,Blue,44,4,2,2,6617.0,2517,4100.0,0.459,3595,68,0.659,0.38 +718358808,Existing Customer,57,F,2,High School,Divorced,Less than $40K,Blue,50,5,3,5,3276.0,0,3276.0,0.972,3758,61,0.694,0.0 +718474683,Existing Customer,36,M,0,High School,Married,$120K +,Blue,24,3,3,2,10097.0,2139,7958.0,1.408,3092,67,0.763,0.212 +716908158,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,36,6,2,1,8260.0,2517,5743.0,1.049,3299,64,0.73,0.305 +713984208,Existing Customer,52,M,4,Graduate,Married,$40K - $60K,Blue,33,5,2,1,5776.0,874,4902.0,0.894,4029,72,0.636,0.151 +713013483,Existing Customer,40,F,4,Graduate,Divorced,Less than $40K,Blue,36,5,3,3,1438.3,915,523.3,0.464,3754,58,0.611,0.636 +754599558,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,33,5,3,1,7207.0,2002,5205.0,0.828,3825,70,0.707,0.278 +788739633,Attrited Customer,38,M,1,Unknown,Married,$120K +,Blue,16,3,1,4,2106.0,238,1868.0,0.61,2136,40,0.905,0.113 +712411908,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,34,4,2,5,21158.0,0,21158.0,0.633,4071,67,0.811,0.0 +717538683,Existing Customer,43,M,3,Graduate,Married,$120K +,Blue,36,3,2,2,22906.0,1132,21774.0,0.942,3204,64,0.73,0.049 +709447908,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,33,4,3,4,2648.0,2309,339.0,1.006,3281,63,0.853,0.872 +816834933,Existing Customer,34,F,4,Graduate,Single,Unknown,Silver,29,6,2,2,30702.0,673,30029.0,0.721,2652,64,0.524,0.022 +718963158,Existing Customer,49,M,1,Unknown,Single,$120K +,Blue,40,5,3,1,34516.0,0,34516.0,0.759,3230,64,0.561,0.0 +714358008,Existing Customer,53,F,1,College,Divorced,Unknown,Blue,36,3,1,3,17054.0,0,17054.0,0.673,4659,72,0.6,0.0 +720758808,Attrited Customer,38,M,3,College,Single,$60K - $80K,Blue,18,5,1,5,16317.0,0,16317.0,0.566,1995,54,0.929,0.0 +708255633,Existing Customer,36,M,1,Graduate,Single,$80K - $120K,Blue,27,3,2,4,3761.0,1710,2051.0,0.627,3240,65,0.585,0.455 +716101308,Existing Customer,48,M,3,Unknown,Married,$40K - $60K,Blue,35,6,3,4,2173.0,0,2173.0,0.857,4251,60,0.714,0.0 +715986258,Existing Customer,53,F,1,Uneducated,Single,$40K - $60K,Silver,41,3,3,2,15845.0,1675,14170.0,0.514,4037,68,0.447,0.106 +715858008,Attrited Customer,49,F,1,Uneducated,Married,$40K - $60K,Blue,39,2,3,3,8061.0,2517,5544.0,0.352,1224,31,0.409,0.312 +806226933,Existing Customer,37,M,2,High School,Unknown,$120K +,Blue,32,6,1,1,34516.0,0,34516.0,0.928,3660,59,1.107,0.0 +708361833,Existing Customer,44,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,3,19430.0,0,19430.0,1.012,3650,80,0.633,0.0 +778422933,Existing Customer,42,F,1,Unknown,Single,Unknown,Blue,22,4,2,2,19127.0,985,18142.0,0.966,3323,56,0.931,0.051 +708957183,Existing Customer,48,M,0,Unknown,Divorced,$40K - $60K,Blue,36,3,1,0,2708.0,2517,191.0,0.568,2198,41,0.864,0.929 +718000383,Existing Customer,60,F,1,Graduate,Single,Unknown,Blue,51,3,3,4,23566.0,1147,22419.0,0.629,4274,64,0.641,0.049 +714466458,Existing Customer,49,F,2,High School,Married,Unknown,Blue,35,4,3,2,2532.0,2124,408.0,0.715,3400,76,0.727,0.839 +719608308,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,29,3,2,3,9829.0,2517,7312.0,0.59,2927,73,1.212,0.256 +792995808,Existing Customer,57,F,3,Post-Graduate,Single,$40K - $60K,Blue,51,5,4,5,7226.0,1689,5537.0,0.83,3474,67,0.763,0.234 +716211258,Existing Customer,59,F,1,College,Unknown,Less than $40K,Blue,49,6,5,4,4072.0,0,4072.0,0.464,1966,43,1.15,0.0 +779289033,Existing Customer,46,F,3,Uneducated,Single,Unknown,Blue,28,4,1,5,21646.0,1778,19868.0,1.071,3328,61,0.794,0.082 +719356008,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,4,1438.3,0,1438.3,1.022,4548,69,0.917,0.0 +718503108,Existing Customer,40,M,3,Unknown,Married,$120K +,Blue,26,3,3,1,14046.0,1994,12052.0,0.437,3792,77,0.604,0.142 +779661033,Existing Customer,49,M,4,Unknown,Married,$60K - $80K,Silver,32,5,2,3,25620.0,1107,24513.0,0.971,3503,66,0.65,0.043 +813053733,Attrited Customer,53,M,4,Unknown,Single,$120K +,Blue,48,3,3,4,34516.0,278,34238.0,0.817,3029,49,0.4,0.008 +718354683,Existing Customer,59,F,0,Graduate,Single,$40K - $60K,Silver,45,6,3,3,21358.0,1225,20133.0,0.681,3646,77,0.75,0.057 +720529308,Attrited Customer,63,M,0,High School,Single,$60K - $80K,Blue,48,5,3,1,1856.0,0,1856.0,0.5,1805,46,0.769,0.0 +787578183,Existing Customer,36,M,3,High School,Single,$80K - $120K,Blue,28,5,3,2,1438.3,0,1438.3,1.041,3204,68,0.838,0.0 +737952333,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,56,3,1,5,2586.0,0,2586.0,0.631,3435,65,0.585,0.0 +779498058,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,21,5,3,3,3281.0,1272,2009.0,0.799,2006,34,0.545,0.388 +799707858,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,42,6,1,2,7115.0,2000,5115.0,0.769,3584,57,0.966,0.281 +719543208,Existing Customer,38,F,3,Uneducated,Single,Unknown,Blue,36,5,3,3,13220.0,848,12372.0,0.825,3789,72,0.565,0.064 +797743233,Existing Customer,45,M,3,Uneducated,Unknown,$60K - $80K,Blue,39,3,2,3,5996.0,865,5131.0,0.511,4542,77,0.481,0.144 +710658483,Attrited Customer,47,M,4,Graduate,Unknown,$40K - $60K,Blue,34,2,3,6,9080.0,2174,6906.0,0.653,2098,46,0.586,0.239 +715399908,Existing Customer,54,F,2,High School,Single,Unknown,Blue,45,5,3,5,7563.0,1465,6098.0,0.511,4175,67,0.718,0.194 +710288883,Existing Customer,40,F,1,Graduate,Married,Less than $40K,Blue,32,4,1,5,8749.0,1654,7095.0,0.695,5054,73,0.553,0.189 +719912808,Existing Customer,52,M,2,High School,Single,$60K - $80K,Blue,39,3,3,4,14973.0,0,14973.0,0.706,4288,72,0.6,0.0 +720247158,Existing Customer,63,M,0,Graduate,Single,Unknown,Blue,36,6,3,2,7108.0,600,6508.0,0.813,3787,68,0.619,0.084 +718672233,Existing Customer,48,F,1,Graduate,Single,Unknown,Blue,38,3,2,2,23007.0,1239,21768.0,0.713,3395,63,0.465,0.054 +789593058,Existing Customer,46,M,5,College,Married,$60K - $80K,Blue,39,3,2,3,24248.0,1020,23228.0,1.19,3311,84,0.75,0.042 +710278458,Attrited Customer,52,M,2,High School,Single,$80K - $120K,Blue,43,4,3,3,11617.0,2517,9100.0,0.457,1643,43,0.483,0.217 +714467733,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Silver,36,3,2,3,30428.0,1721,28707.0,0.717,4178,69,0.605,0.057 +803026008,Existing Customer,48,M,3,Unknown,Married,$80K - $120K,Blue,42,3,6,2,6805.0,1448,5357.0,0.836,3463,65,0.711,0.213 +772000533,Existing Customer,59,M,1,Graduate,Married,$60K - $80K,Blue,48,4,3,2,14257.0,1113,13144.0,0.406,1809,23,0.278,0.078 +811035483,Attrited Customer,47,M,3,Uneducated,Divorced,$120K +,Silver,42,2,4,5,34516.0,0,34516.0,0.521,1641,35,0.591,0.0 +715480983,Existing Customer,55,F,2,College,Single,Less than $40K,Blue,36,5,2,3,5719.0,892,4827.0,0.589,3403,68,0.417,0.156 +819997983,Existing Customer,53,M,5,Unknown,Married,$80K - $120K,Blue,48,6,1,0,9517.0,1869,7648.0,0.821,1453,26,0.857,0.196 +807593058,Attrited Customer,41,F,3,Unknown,Single,$40K - $60K,Blue,36,3,2,4,5317.0,0,5317.0,0.699,2003,29,0.318,0.0 +720437358,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,32,5,1,2,2526.0,2303,223.0,0.836,3596,69,0.568,0.912 +719465733,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,44,6,3,3,2971.0,0,2971.0,1.154,4458,63,0.615,0.0 +711978858,Existing Customer,59,M,2,Graduate,Single,Less than $40K,Blue,49,6,3,2,6834.0,900,5934.0,0.605,4422,70,0.628,0.132 +814364808,Existing Customer,36,F,2,Uneducated,Married,Unknown,Blue,31,5,3,1,3002.0,1002,2000.0,1.033,2624,46,1.0,0.334 +788820933,Existing Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,42,3,2,2,16727.0,1380,15347.0,0.605,3511,73,0.622,0.083 +713316558,Existing Customer,41,M,4,High School,Married,$60K - $80K,Blue,29,3,2,2,4573.0,0,4573.0,0.703,3776,70,0.944,0.0 +779856483,Existing Customer,38,M,2,Post-Graduate,Single,$80K - $120K,Blue,22,4,1,2,15410.0,0,15410.0,0.638,3368,69,0.533,0.0 +717085983,Existing Customer,44,F,2,High School,Single,$40K - $60K,Blue,25,6,2,3,3299.0,2517,782.0,0.981,4312,84,0.787,0.763 +788030208,Attrited Customer,42,F,2,Uneducated,Single,Less than $40K,Silver,33,1,2,3,13453.0,2517,10936.0,0.619,1904,42,0.448,0.187 +709914858,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,36,4,1,2,6362.0,1705,4657.0,0.644,5169,84,0.474,0.268 +716111808,Existing Customer,57,F,2,Unknown,Married,Less than $40K,Blue,49,5,3,1,2679.0,2011,668.0,0.466,1723,28,0.75,0.751 +708618933,Existing Customer,34,M,2,Uneducated,Single,$120K +,Blue,13,6,3,2,4369.0,2049,2320.0,0.865,3259,80,0.6,0.469 +720446508,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,36,5,3,2,1721.0,1037,684.0,0.721,2681,57,0.727,0.603 +756488883,Existing Customer,41,M,2,Uneducated,Single,$80K - $120K,Blue,34,6,2,2,2196.0,1619,577.0,0.656,2040,65,0.711,0.737 +708414033,Existing Customer,50,M,4,Graduate,Married,$40K - $60K,Blue,38,6,3,3,2845.0,1153,1692.0,0.836,3730,66,0.941,0.405 +756727233,Existing Customer,49,M,2,High School,Single,$120K +,Blue,42,3,2,4,21144.0,1190,19954.0,0.5,4895,66,0.784,0.056 +720379533,Attrited Customer,47,M,3,Unknown,Unknown,$120K +,Blue,36,1,3,4,3952.0,0,3952.0,0.809,2066,37,0.233,0.0 +720340383,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,25,4,2,2,3518.0,2035,1483.0,0.567,4034,82,0.673,0.578 +771453033,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,35,5,1,2,17343.0,1280,16063.0,1.314,3170,57,0.629,0.074 +708747708,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,33,4,1,2,3498.0,0,3498.0,1.109,2512,56,0.867,0.0 +712460433,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,25,4,1,3,9121.0,1426,7695.0,0.666,4112,80,0.481,0.156 +719801508,Existing Customer,36,M,1,Uneducated,Unknown,$120K +,Blue,23,6,3,3,20230.0,798,19432.0,0.592,4314,82,0.708,0.039 +720983733,Attrited Customer,44,M,3,Unknown,Single,$60K - $80K,Blue,36,2,3,3,15422.0,864,14558.0,0.578,2136,54,0.8,0.056 +713657733,Existing Customer,47,M,4,Unknown,Single,$60K - $80K,Blue,36,5,3,1,9132.0,800,8332.0,0.62,3809,71,0.511,0.088 +709955958,Existing Customer,41,F,1,High School,Single,Less than $40K,Blue,33,4,2,0,8054.0,1023,7031.0,0.75,3374,45,0.875,0.127 +719099583,Attrited Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,34,3,2,3,1640.0,1444,196.0,0.423,1360,33,0.222,0.88 +719513733,Existing Customer,48,M,3,Doctorate,Married,$80K - $120K,Blue,41,3,3,4,8739.0,0,8739.0,0.715,4276,69,0.769,0.0 +710654808,Attrited Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,36,3,1,4,1818.0,0,1818.0,0.672,2308,44,0.467,0.0 +719651358,Existing Customer,46,F,4,Uneducated,Single,Unknown,Blue,33,3,3,3,24949.0,1749,23200.0,0.626,4092,77,0.54,0.07 +718917408,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,38,4,3,3,3115.0,1136,1979.0,0.499,3704,70,0.458,0.365 +808753758,Existing Customer,52,M,2,Uneducated,Divorced,$120K +,Blue,47,5,2,2,29695.0,1525,28170.0,0.529,4109,71,0.614,0.051 +711699183,Existing Customer,56,M,2,Uneducated,Divorced,$60K - $80K,Blue,50,4,1,2,7261.0,1079,6182.0,1.312,3723,58,1.071,0.149 +711196458,Attrited Customer,38,F,1,Unknown,Married,Less than $40K,Blue,20,2,2,3,1621.0,580,1041.0,0.421,1893,41,0.171,0.358 +772565883,Existing Customer,41,M,0,High School,Single,$80K - $120K,Blue,31,3,5,2,33472.0,2517,30955.0,0.633,4719,70,0.667,0.075 +717203958,Existing Customer,51,M,3,Graduate,Married,$40K - $60K,Blue,36,6,3,2,11512.0,988,10524.0,0.569,1842,32,1.133,0.086 +769701258,Existing Customer,26,F,0,Unknown,Unknown,Unknown,Blue,18,3,3,3,12463.0,1319,11144.0,0.655,3996,71,0.543,0.106 +714933783,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,37,5,1,4,8511.0,0,8511.0,0.88,3775,62,0.676,0.0 +717650133,Existing Customer,41,M,5,Graduate,Single,$60K - $80K,Blue,28,5,1,4,4821.0,1426,3395.0,0.898,3571,58,0.933,0.296 +708707808,Existing Customer,57,M,2,Graduate,Unknown,$60K - $80K,Blue,45,4,1,2,2480.0,1584,896.0,0.874,3438,66,0.784,0.639 +717331758,Existing Customer,44,M,4,Graduate,Married,$120K +,Blue,32,6,3,4,34516.0,2517,31999.0,0.765,4228,83,0.596,0.073 +801385458,Existing Customer,52,M,1,Uneducated,Married,$120K +,Blue,46,5,2,4,8596.0,2019,6577.0,0.677,4017,80,0.6,0.235 +710605458,Existing Customer,49,M,2,High School,Married,$60K - $80K,Blue,39,6,3,2,7223.0,1963,5260.0,0.852,4127,70,0.842,0.272 +719570733,Existing Customer,52,M,2,Unknown,Single,$60K - $80K,Blue,39,3,2,3,1629.0,978,651.0,0.552,3766,83,0.694,0.6 +708646233,Existing Customer,44,F,1,Unknown,Divorced,Unknown,Blue,36,3,2,1,17116.0,1289,15827.0,0.559,3632,50,0.923,0.075 +766006758,Existing Customer,63,M,1,High School,Married,$60K - $80K,Blue,56,3,2,4,7216.0,2321,4895.0,0.491,1734,38,0.583,0.322 +710695083,Existing Customer,44,M,3,College,Single,$60K - $80K,Silver,32,4,1,3,28397.0,1421,26976.0,0.635,1635,31,0.824,0.05 +709224033,Attrited Customer,53,M,4,Uneducated,Single,$60K - $80K,Blue,43,1,3,2,13720.0,0,13720.0,0.671,1830,36,0.241,0.0 +795991758,Existing Customer,47,F,3,Unknown,Married,$40K - $60K,Blue,41,5,3,3,7553.0,660,6893.0,0.549,4079,67,0.457,0.087 +709381383,Existing Customer,49,M,4,Graduate,Married,$60K - $80K,Blue,36,4,6,2,2952.0,2517,435.0,0.809,3830,77,0.51,0.853 +810321933,Existing Customer,35,M,3,High School,Unknown,$80K - $120K,Blue,30,5,3,3,11229.0,1054,10175.0,0.552,1898,36,1.571,0.094 +716235783,Existing Customer,45,M,3,College,Married,$40K - $60K,Blue,39,3,2,4,7109.0,866,6243.0,0.572,4047,75,0.667,0.122 +758833758,Existing Customer,45,M,4,Unknown,Married,$40K - $60K,Blue,38,4,3,3,1862.0,845,1017.0,0.604,3520,68,0.889,0.454 +713579733,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,22,5,3,3,4511.0,754,3757.0,0.905,2597,71,0.919,0.167 +804649833,Existing Customer,42,M,3,Post-Graduate,Married,$40K - $60K,Blue,29,3,3,4,2533.0,1126,1407.0,0.788,3436,74,0.574,0.445 +780971583,Existing Customer,46,M,1,Graduate,Divorced,$120K +,Blue,30,6,2,2,2016.0,797,1219.0,1.108,3772,62,0.879,0.395 +804673308,Attrited Customer,49,M,5,Uneducated,Married,$40K - $60K,Blue,44,2,3,4,3893.0,0,3893.0,0.662,1866,37,0.947,0.0 +788747358,Existing Customer,50,M,0,High School,Divorced,$40K - $60K,Blue,29,5,3,2,5530.0,2034,3496.0,0.647,4836,68,0.744,0.368 +713199558,Existing Customer,57,F,3,Doctorate,Single,Less than $40K,Blue,44,5,3,2,1737.0,813,924.0,0.756,3669,58,0.812,0.468 +713777883,Existing Customer,46,F,0,Graduate,Divorced,Unknown,Blue,36,3,3,2,6853.0,1679,5174.0,0.975,3543,52,1.0,0.245 +771081558,Existing Customer,55,M,2,High School,Divorced,$120K +,Blue,42,3,2,2,34516.0,1190,33326.0,0.832,2862,78,0.733,0.034 +710229333,Existing Customer,38,M,2,College,Single,$40K - $60K,Blue,20,6,1,3,11068.0,1254,9814.0,0.418,3812,64,0.641,0.113 +720406233,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,5546.0,1829,3717.0,0.673,1770,46,1.0,0.33 +767784708,Attrited Customer,48,M,0,Doctorate,Married,$60K - $80K,Blue,41,2,3,4,7277.0,504,6773.0,0.582,2356,40,0.29,0.069 +712052058,Existing Customer,57,M,3,Graduate,Single,$40K - $60K,Blue,48,3,3,0,9426.0,1574,7852.0,0.791,4212,75,0.531,0.167 +715278708,Existing Customer,55,M,2,Unknown,Single,$60K - $80K,Blue,36,5,3,1,1594.0,927,667.0,0.985,3851,65,0.806,0.582 +827049558,Existing Customer,47,M,2,Graduate,Unknown,$80K - $120K,Blue,43,3,2,2,2158.0,1170,988.0,0.73,4421,89,0.679,0.542 +710248233,Existing Customer,37,M,3,College,Single,$40K - $60K,Blue,28,5,2,3,3490.0,1421,2069.0,1.125,3392,80,0.86,0.407 +712146558,Existing Customer,48,F,5,Uneducated,Married,Less than $40K,Blue,30,3,2,3,2364.0,1619,745.0,0.585,3230,65,0.711,0.685 +715179933,Existing Customer,49,F,2,High School,Married,Unknown,Blue,36,6,2,3,15704.0,0,15704.0,0.924,4253,91,0.685,0.0 +709215708,Existing Customer,49,M,2,Post-Graduate,Unknown,$60K - $80K,Blue,36,4,2,5,18253.0,2517,15736.0,0.91,3737,73,0.587,0.138 +710668458,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,5,3,0,3696.0,0,3696.0,0.916,3405,76,0.727,0.0 +718828083,Existing Customer,52,M,1,Graduate,Single,$40K - $60K,Blue,43,4,3,3,8748.0,2284,6464.0,0.839,3533,73,0.587,0.261 +720781158,Existing Customer,44,F,2,Uneducated,Divorced,$40K - $60K,Blue,27,4,2,3,5608.0,1243,4365.0,0.497,3829,74,0.396,0.222 +716938383,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Blue,28,3,2,3,34516.0,0,34516.0,0.743,3811,61,0.743,0.0 +709976358,Existing Customer,51,F,1,Unknown,Single,Less than $40K,Blue,42,4,3,3,3236.0,0,3236.0,0.797,3952,80,0.739,0.0 +715688958,Existing Customer,45,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,1,3,2736.0,2043,693.0,0.801,4550,84,0.75,0.747 +721493883,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,35,5,2,2,5195.0,0,5195.0,1.135,3313,69,0.769,0.0 +709830783,Existing Customer,47,M,5,Unknown,Single,$120K +,Silver,36,5,2,2,34516.0,1686,32830.0,0.937,4039,72,0.756,0.049 +715354983,Existing Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,35,6,3,1,6327.0,0,6327.0,0.666,3653,77,0.674,0.0 +713532858,Existing Customer,42,M,2,Doctorate,Unknown,$80K - $120K,Blue,36,6,1,2,4728.0,1386,3342.0,0.756,4077,70,0.628,0.293 +721295658,Existing Customer,62,M,1,Unknown,Single,$80K - $120K,Blue,55,6,1,4,34516.0,2517,31999.0,0.945,3975,63,0.537,0.073 +720313083,Existing Customer,32,M,1,Unknown,Single,$120K +,Blue,18,5,3,2,6276.0,2289,3987.0,0.637,2637,68,0.388,0.365 +720724008,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,36,4,1,4,13430.0,2356,11074.0,0.718,3717,67,0.675,0.175 +712828533,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,36,3,1,2,2796.0,0,2796.0,0.563,4820,74,0.644,0.0 +717007458,Existing Customer,46,M,2,Graduate,Married,$40K - $60K,Blue,38,4,3,3,2457.0,1051,1406.0,0.982,3256,71,0.919,0.428 +710728458,Existing Customer,62,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,2,7075.0,1396,5679.0,0.532,4409,75,0.531,0.197 +717720108,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Blue,31,4,2,3,12386.0,980,11406.0,0.656,3274,69,0.568,0.079 +720648483,Existing Customer,39,M,4,College,Single,$80K - $120K,Blue,31,4,3,2,32210.0,1115,31095.0,0.62,1821,53,0.514,0.035 +770146008,Existing Customer,59,M,1,Graduate,Single,$40K - $60K,Blue,53,4,3,2,2136.0,1502,634.0,0.648,1908,37,0.37,0.703 +714829683,Existing Customer,43,M,2,Doctorate,Single,$80K - $120K,Blue,36,3,3,3,10851.0,1101,9750.0,0.702,3688,65,0.757,0.101 +717015333,Existing Customer,52,M,1,Unknown,Divorced,$120K +,Blue,41,6,1,2,2717.0,1953,764.0,0.809,3974,70,0.556,0.719 +757837458,Existing Customer,59,F,2,High School,Single,Unknown,Blue,52,4,2,4,3578.0,663,2915.0,0.674,4065,79,0.646,0.185 +719240358,Existing Customer,60,M,1,Unknown,Single,$60K - $80K,Blue,50,4,3,0,10698.0,1790,8908.0,0.981,4095,67,0.914,0.167 +719036883,Existing Customer,48,F,1,Uneducated,Divorced,Less than $40K,Blue,38,3,3,2,4668.0,0,4668.0,0.896,4163,77,0.453,0.0 +714000108,Existing Customer,40,F,3,College,Divorced,Unknown,Blue,36,5,2,4,6772.0,0,6772.0,0.483,3658,66,0.65,0.0 +720786033,Existing Customer,55,M,1,College,Single,$80K - $120K,Blue,42,5,2,4,10696.0,1206,9490.0,0.958,2489,38,0.9,0.113 +708917133,Existing Customer,48,M,3,High School,Single,$80K - $120K,Blue,35,3,3,4,11851.0,0,11851.0,0.43,4498,73,0.622,0.0 +818929158,Existing Customer,36,M,2,Doctorate,Single,$40K - $60K,Blue,31,3,3,2,11558.0,0,11558.0,0.545,2220,53,0.828,0.0 +709513458,Existing Customer,49,M,3,High School,Unknown,$60K - $80K,Blue,36,3,2,2,9551.0,1833,7718.0,1.675,3213,52,1.476,0.192 +717705858,Existing Customer,40,M,2,High School,Unknown,$80K - $120K,Blue,32,4,3,3,29923.0,0,29923.0,0.937,2528,52,0.793,0.0 +716573058,Attrited Customer,54,F,3,Doctorate,Unknown,Less than $40K,Blue,36,3,3,4,1438.3,0,1438.3,0.499,1598,40,0.29,0.0 +827695683,Existing Customer,40,M,3,Uneducated,Single,$120K +,Blue,36,4,2,5,34516.0,1329,33187.0,0.574,3906,77,0.51,0.039 +819189108,Existing Customer,63,M,0,College,Single,$80K - $120K,Blue,56,6,2,2,9033.0,0,9033.0,0.78,4456,85,0.635,0.0 +716977758,Attrited Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,2,3,1,3675.0,2517,1158.0,0.766,1913,35,0.667,0.685 +714901383,Existing Customer,44,M,2,High School,Married,$80K - $120K,Blue,38,6,3,3,9183.0,2191,6992.0,0.582,4503,69,0.643,0.239 +718500633,Existing Customer,45,F,4,Unknown,Married,Less than $40K,Blue,36,5,1,1,7924.0,1896,6028.0,1.161,3270,58,0.933,0.239 +713516433,Existing Customer,36,F,3,College,Single,Less than $40K,Blue,36,6,1,0,5383.0,737,4646.0,0.956,2934,80,0.633,0.137 +715140933,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Silver,39,5,2,4,21425.0,1459,19966.0,1.061,3704,60,0.538,0.068 +712642533,Existing Customer,38,M,3,Unknown,Unknown,$80K - $120K,Blue,26,6,1,3,32866.0,2098,30768.0,0.549,3788,76,0.689,0.064 +721498008,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,35,5,2,2,1438.3,0,1438.3,0.978,3966,57,0.781,0.0 +717189183,Existing Customer,35,M,1,Doctorate,Single,$40K - $60K,Blue,24,6,3,2,10467.0,1961,8506.0,0.713,2665,65,0.667,0.187 +708902883,Existing Customer,55,M,2,Graduate,Single,$120K +,Blue,36,5,2,2,12856.0,0,12856.0,0.51,3364,61,0.564,0.0 +817889583,Attrited Customer,61,F,0,Graduate,Single,$40K - $60K,Blue,56,3,3,4,9721.0,0,9721.0,0.826,2260,46,1.0,0.0 +717242058,Attrited Customer,43,F,5,Graduate,Married,Less than $40K,Blue,39,2,3,4,3981.0,0,3981.0,0.764,2134,42,0.355,0.0 +715628733,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,36,6,3,4,7587.0,0,7587.0,0.82,3157,59,0.844,0.0 +716613933,Existing Customer,51,F,3,High School,Single,$40K - $60K,Blue,36,6,5,2,3417.0,1482,1935.0,0.705,3651,60,0.818,0.434 +712709508,Existing Customer,48,F,2,Unknown,Single,Unknown,Blue,40,3,3,4,8012.0,0,8012.0,0.596,2645,63,0.8,0.0 +716306583,Attrited Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,3,3,5,3812.0,2517,1295.0,0.586,2325,45,0.731,0.66 +720026058,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,36,6,1,3,21378.0,1284,20094.0,1.101,3526,64,0.684,0.06 +756397458,Existing Customer,54,F,1,Graduate,Single,Less than $40K,Silver,47,6,3,4,12873.0,0,12873.0,1.005,3170,70,0.842,0.0 +712644483,Existing Customer,46,M,3,High School,Single,$60K - $80K,Blue,39,5,3,1,20229.0,1217,19012.0,0.741,4270,62,0.55,0.06 +814489683,Existing Customer,34,F,2,Unknown,Single,Less than $40K,Blue,29,3,1,0,5387.0,795,4592.0,0.837,2596,59,1.034,0.148 +789111483,Existing Customer,46,M,3,Graduate,Unknown,$80K - $120K,Blue,34,5,3,4,16546.0,1850,14696.0,0.729,4255,75,0.562,0.112 +709573533,Existing Customer,48,M,3,Uneducated,Married,$40K - $60K,Blue,34,5,1,2,11191.0,0,11191.0,0.58,3914,71,0.775,0.0 +807137808,Existing Customer,45,M,3,High School,Divorced,$60K - $80K,Blue,40,4,1,2,17576.0,0,17576.0,0.667,3494,67,0.718,0.0 +711861258,Existing Customer,65,F,1,Uneducated,Single,Less than $40K,Blue,36,3,2,3,4182.0,0,4182.0,0.691,4046,57,0.629,0.0 +716660583,Existing Customer,45,M,0,Graduate,Single,$40K - $60K,Blue,37,4,5,2,10271.0,1746,8525.0,0.661,3696,72,0.6,0.17 +717222033,Existing Customer,40,F,3,Unknown,Single,Less than $40K,Blue,28,3,1,4,1647.0,1198,449.0,0.76,4272,76,0.81,0.727 +716617608,Existing Customer,50,F,1,High School,Single,Less than $40K,Blue,36,6,3,3,1560.0,995,565.0,0.615,1936,58,0.657,0.638 +716786808,Existing Customer,40,M,5,Post-Graduate,Single,$60K - $80K,Blue,30,3,2,2,1659.0,0,1659.0,0.585,3838,66,0.692,0.0 +718882008,Existing Customer,38,M,1,High School,Single,$120K +,Blue,27,6,2,2,22487.0,889,21598.0,0.528,4960,73,0.46,0.04 +770975133,Existing Customer,36,M,0,Graduate,Unknown,Less than $40K,Blue,23,5,2,4,5403.0,1854,3549.0,0.712,4382,74,0.542,0.343 +715234008,Existing Customer,54,F,1,High School,Single,$40K - $60K,Blue,36,6,3,3,4717.0,1590,3127.0,0.802,4216,67,0.595,0.337 +709326183,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,6,2,2,5180.0,1211,3969.0,0.809,3447,74,0.85,0.234 +721233033,Attrited Customer,50,M,2,High School,Single,$80K - $120K,Blue,38,1,2,3,4915.0,464,4451.0,0.242,1474,36,0.091,0.094 +712319958,Existing Customer,41,M,4,High School,Married,$80K - $120K,Blue,29,4,2,1,12154.0,2517,9637.0,0.864,3853,71,0.775,0.207 +712198983,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,36,3,3,3,3258.0,0,3258.0,0.784,3169,67,0.489,0.0 +772103208,Existing Customer,44,F,5,High School,Unknown,Unknown,Blue,33,4,3,2,13349.0,0,13349.0,0.882,3534,78,0.902,0.0 +779502333,Attrited Customer,50,M,4,Graduate,Single,$120K +,Silver,32,5,3,2,34516.0,0,34516.0,0.321,1480,37,0.276,0.0 +718737708,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,33,3,5,3,31458.0,1202,30256.0,0.673,4202,66,0.61,0.038 +821351958,Existing Customer,40,F,4,College,Married,Less than $40K,Blue,36,6,1,2,1438.3,0,1438.3,0.785,3308,54,1.0,0.0 +716142858,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Silver,36,3,1,4,10961.0,1391,9570.0,0.662,3914,77,0.75,0.127 +826079508,Existing Customer,48,M,2,Unknown,Unknown,$60K - $80K,Blue,44,4,3,3,8904.0,1886,7018.0,0.945,3654,65,0.757,0.212 +773236983,Existing Customer,47,M,4,High School,Married,$40K - $60K,Blue,40,4,2,3,2498.0,2258,240.0,0.992,1839,29,0.706,0.904 +826717533,Existing Customer,42,M,3,Graduate,Unknown,$80K - $120K,Blue,38,6,1,1,16105.0,724,15381.0,0.949,4631,76,0.767,0.045 +789334458,Existing Customer,43,F,3,Graduate,Unknown,Unknown,Silver,33,3,1,3,34516.0,1858,32658.0,0.622,4197,67,0.523,0.054 +814092858,Existing Customer,49,F,3,Graduate,Unknown,Unknown,Blue,44,5,2,1,2222.0,694,1528.0,0.903,4372,65,0.711,0.312 +708355683,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,38,3,2,3,16815.0,0,16815.0,0.938,2976,65,0.512,0.0 +803124408,Attrited Customer,41,F,3,Unknown,Married,Unknown,Blue,35,2,3,5,11538.0,0,11538.0,0.507,1926,53,0.432,0.0 +789964983,Attrited Customer,45,M,2,Graduate,Divorced,$40K - $60K,Blue,36,2,2,4,9569.0,0,9569.0,0.598,1724,35,0.25,0.0 +720303933,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,36,6,1,3,3340.0,1282,2058.0,0.724,4526,82,0.547,0.384 +708665133,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,28,6,2,3,3654.0,1172,2482.0,0.938,4003,67,0.595,0.321 +828236133,Existing Customer,49,M,2,Graduate,Married,$40K - $60K,Blue,45,4,2,0,10541.0,1387,9154.0,0.72,4269,92,0.614,0.132 +712000758,Existing Customer,51,M,4,Uneducated,Single,$120K +,Silver,39,5,2,1,34516.0,1959,32557.0,0.888,3997,54,0.929,0.057 +715378383,Existing Customer,43,F,4,Graduate,Single,Unknown,Silver,36,4,3,4,34516.0,1893,32623.0,0.748,3639,76,1.0,0.055 +769985883,Existing Customer,45,M,2,Graduate,Single,$80K - $120K,Blue,39,6,3,3,1613.0,0,1613.0,0.635,3549,65,0.444,0.0 +709297608,Attrited Customer,38,M,3,College,Single,$80K - $120K,Blue,26,3,3,2,1438.3,0,1438.3,0.399,1585,32,0.455,0.0 +716971833,Existing Customer,40,F,2,Uneducated,Married,Unknown,Blue,29,5,3,3,13126.0,0,13126.0,0.725,4496,61,0.848,0.0 +801373833,Existing Customer,49,M,4,College,Divorced,$40K - $60K,Blue,43,3,2,3,1922.0,710,1212.0,0.951,2920,46,1.421,0.369 +716040783,Existing Customer,45,F,3,Graduate,Unknown,Less than $40K,Silver,36,3,2,2,14521.0,0,14521.0,0.41,4178,66,0.467,0.0 +817977933,Attrited Customer,63,F,0,Graduate,Single,Less than $40K,Blue,56,5,6,3,1931.0,1531,400.0,0.778,2288,48,0.714,0.793 +827055333,Existing Customer,43,M,3,Graduate,Single,$40K - $60K,Blue,39,5,3,5,8513.0,1042,7471.0,0.702,2015,37,0.682,0.122 +772116408,Existing Customer,50,M,1,High School,Single,$40K - $60K,Blue,39,4,1,1,2421.0,1029,1392.0,0.675,2377,56,0.75,0.425 +734924658,Existing Customer,47,F,5,High School,Married,Less than $40K,Blue,36,5,3,1,1478.0,792,686.0,0.873,4123,67,0.489,0.536 +711775383,Existing Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,36,6,1,4,2466.0,0,2466.0,1.077,4059,66,0.65,0.0 +715019058,Existing Customer,30,F,2,Post-Graduate,Divorced,Less than $40K,Blue,36,3,1,2,2501.0,1845,656.0,0.668,2933,65,0.806,0.738 +780715683,Existing Customer,41,M,3,Doctorate,Single,$60K - $80K,Blue,30,4,1,3,13602.0,0,13602.0,0.699,3582,69,0.683,0.0 +827341383,Existing Customer,38,M,3,Graduate,Single,Less than $40K,Blue,34,5,3,2,3094.0,1317,1777.0,0.957,3607,81,0.884,0.426 +708757233,Existing Customer,44,F,2,High School,Married,Less than $40K,Blue,32,4,2,3,2485.0,1489,996.0,0.779,3697,77,0.833,0.599 +710504283,Existing Customer,50,M,1,Uneducated,Married,$80K - $120K,Blue,39,6,3,4,14817.0,1463,13354.0,0.795,4014,70,0.628,0.099 +713919183,Existing Customer,50,M,3,Unknown,Married,$80K - $120K,Blue,39,5,3,4,13824.0,1582,12242.0,0.522,4630,74,0.644,0.114 +713171358,Existing Customer,46,F,4,College,Single,Less than $40K,Blue,36,6,1,2,1438.3,0,1438.3,0.749,3880,74,0.721,0.0 +773140683,Existing Customer,51,M,0,Unknown,Married,$60K - $80K,Blue,43,4,1,2,3797.0,1202,2595.0,0.695,4191,65,0.757,0.317 +716358033,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,43,6,3,4,6189.0,0,6189.0,0.538,5004,65,0.806,0.0 +826410708,Existing Customer,40,M,4,Unknown,Married,$60K - $80K,Blue,36,3,2,3,22956.0,1407,21549.0,0.709,5554,64,0.6,0.061 +789717708,Existing Customer,49,F,1,Unknown,Married,$40K - $60K,Blue,37,5,2,4,3943.0,1135,2808.0,0.672,4180,82,0.783,0.288 +711679533,Existing Customer,54,M,2,Post-Graduate,Divorced,$120K +,Blue,43,3,2,2,5569.0,968,4601.0,0.949,2600,60,0.714,0.174 +711342483,Existing Customer,50,M,1,College,Married,$80K - $120K,Blue,36,5,2,3,2418.0,1720,698.0,1.019,3896,58,0.812,0.711 +720242733,Existing Customer,45,M,4,Unknown,Single,Less than $40K,Blue,36,5,2,3,1963.0,1549,414.0,0.778,3718,75,0.596,0.789 +721213833,Existing Customer,46,F,2,High School,Unknown,Unknown,Blue,32,4,1,3,7966.0,1423,6543.0,0.987,3780,75,0.923,0.179 +756624183,Existing Customer,51,F,3,Graduate,Married,Less than $40K,Blue,44,6,1,3,7742.0,2024,5718.0,0.929,3507,69,0.568,0.261 +717622308,Existing Customer,63,F,0,High School,Single,Less than $40K,Blue,36,4,3,3,2074.0,1688,386.0,0.62,4232,75,0.5,0.814 +714629358,Attrited Customer,54,F,3,Graduate,Divorced,$40K - $60K,Blue,34,2,3,4,4948.0,0,4948.0,0.392,1796,41,0.519,0.0 +744307008,Existing Customer,51,M,1,Uneducated,Married,$60K - $80K,Blue,44,4,2,3,4988.0,0,4988.0,0.619,3890,74,0.644,0.0 +708871158,Existing Customer,60,M,1,Graduate,Single,$60K - $80K,Silver,42,4,3,4,28701.0,0,28701.0,1.165,3516,57,0.727,0.0 +710979033,Existing Customer,30,M,0,Unknown,Single,$40K - $60K,Blue,20,3,1,3,6607.0,2517,4090.0,0.854,3046,73,0.78,0.381 +818903583,Existing Customer,44,M,5,Uneducated,Divorced,$60K - $80K,Blue,39,5,2,0,16034.0,1597,14437.0,0.775,3628,59,0.903,0.1 +712980333,Existing Customer,33,M,3,Graduate,Divorced,$60K - $80K,Blue,36,6,3,3,24149.0,1848,22301.0,0.731,2584,66,0.833,0.077 +717655458,Existing Customer,40,F,2,Uneducated,Unknown,$40K - $60K,Silver,28,5,3,4,16903.0,1507,15396.0,0.97,3819,61,0.525,0.089 +822112383,Existing Customer,52,M,3,College,Married,$60K - $80K,Blue,48,5,1,2,1438.3,0,1438.3,0.618,3769,73,0.659,0.0 +711538758,Attrited Customer,39,M,5,Graduate,Single,$60K - $80K,Blue,36,1,3,3,24657.0,633,24024.0,0.358,1954,46,0.394,0.026 +719987733,Attrited Customer,51,F,3,Unknown,Single,$40K - $60K,Blue,38,3,3,3,5026.0,0,5026.0,0.564,1844,37,0.609,0.0 +719184783,Existing Customer,51,F,1,Graduate,Single,Unknown,Blue,41,3,2,2,9352.0,1429,7923.0,0.728,3536,71,0.69,0.153 +715857183,Existing Customer,46,M,2,College,Single,$60K - $80K,Blue,36,3,3,2,4939.0,1296,3643.0,0.911,2150,43,0.87,0.262 +719657583,Attrited Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,40,2,2,6,9502.0,2457,7045.0,0.915,2310,57,0.676,0.259 +789713208,Attrited Customer,62,F,0,Doctorate,Single,Less than $40K,Blue,50,6,3,5,2936.0,326,2610.0,0.935,2692,29,0.526,0.111 +802031583,Existing Customer,53,M,2,Uneducated,Single,$80K - $120K,Blue,47,6,1,1,22855.0,0,22855.0,0.741,3711,83,0.804,0.0 +711529383,Existing Customer,47,F,3,Graduate,Married,$40K - $60K,Blue,41,4,1,4,6602.0,1224,5378.0,0.665,3163,73,0.825,0.185 +715371108,Attrited Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,40,3,3,2,3728.0,0,3728.0,0.358,1632,42,0.448,0.0 +712988958,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,33,5,2,0,2021.0,1731,290.0,0.986,3253,62,0.722,0.857 +713005908,Existing Customer,47,F,2,Graduate,Married,$40K - $60K,Blue,36,5,2,3,2255.0,1733,522.0,0.903,4772,83,0.729,0.769 +712236483,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Gold,36,5,3,4,15704.0,1991,13713.0,0.699,4487,71,0.543,0.127 +711852783,Existing Customer,46,M,2,Unknown,Married,$60K - $80K,Blue,36,3,2,2,5746.0,1572,4174.0,0.937,3446,56,1.0,0.274 +780056733,Existing Customer,36,M,3,Unknown,Single,$40K - $60K,Blue,22,3,6,3,8436.0,2517,5919.0,0.807,2627,63,1.032,0.298 +796903083,Attrited Customer,47,F,1,Doctorate,Married,$40K - $60K,Blue,36,2,3,2,1438.3,0,1438.3,0.838,2584,42,0.448,0.0 +716014983,Existing Customer,56,F,3,High School,Single,Less than $40K,Blue,48,6,5,3,8340.0,1902,6438.0,0.81,3755,77,0.833,0.228 +712521783,Existing Customer,54,M,3,Graduate,Unknown,$80K - $120K,Blue,47,6,2,4,15108.0,1288,13820.0,0.684,3713,65,0.512,0.085 +780045708,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Silver,26,6,2,2,15104.0,1204,13900.0,0.824,4259,79,0.58,0.08 +719488008,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,1,2490.0,1281,1209.0,0.551,1902,34,0.619,0.514 +771575058,Existing Customer,45,M,1,Graduate,Married,Less than $40K,Blue,33,4,3,4,2009.0,1795,214.0,0.645,3172,55,0.719,0.893 +772137183,Attrited Customer,52,M,2,Graduate,Single,$120K +,Blue,41,1,3,1,31668.0,810,30858.0,0.643,1822,36,0.5,0.026 +779709033,Existing Customer,46,M,4,Unknown,Married,$60K - $80K,Blue,29,6,3,2,5735.0,2410,3325.0,0.616,3908,75,0.63,0.42 +709716258,Existing Customer,48,M,3,High School,Unknown,$80K - $120K,Blue,36,3,1,3,7633.0,1707,5926.0,0.529,1807,58,0.657,0.224 +737986083,Existing Customer,46,M,3,High School,Single,$60K - $80K,Blue,39,4,1,4,23642.0,2049,21593.0,0.719,3139,54,0.636,0.087 +713343333,Existing Customer,42,M,3,Unknown,Married,$40K - $60K,Blue,29,4,3,4,6698.0,1327,5371.0,0.798,4065,77,0.711,0.198 +779331558,Existing Customer,45,F,2,Unknown,Single,Less than $40K,Blue,27,6,3,3,1438.3,0,1438.3,0.683,2598,59,0.595,0.0 +714973758,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,2,1438.3,1002,436.3,1.306,2004,25,0.667,0.697 +718009158,Existing Customer,50,F,3,Uneducated,Single,Less than $40K,Blue,41,4,2,2,2563.0,1860,703.0,0.68,3774,83,0.804,0.726 +789597408,Existing Customer,39,F,1,Post-Graduate,Single,$40K - $60K,Silver,32,5,2,3,17814.0,0,17814.0,0.82,4712,76,0.689,0.0 +712165308,Existing Customer,45,F,2,Doctorate,Single,Unknown,Blue,36,4,2,4,7738.0,947,6791.0,0.845,4255,61,0.694,0.122 +821768658,Attrited Customer,52,M,0,Unknown,Single,$120K +,Blue,48,4,5,5,13114.0,2247,10867.0,1.003,2474,51,0.417,0.171 +719341683,Existing Customer,42,M,2,Unknown,Married,$120K +,Blue,31,3,2,4,34516.0,1067,33449.0,0.487,4281,72,0.636,0.031 +708637758,Existing Customer,49,F,3,Graduate,Single,Unknown,Blue,37,4,3,4,17345.0,545,16800.0,0.905,3523,64,0.829,0.031 +779974758,Existing Customer,51,M,2,College,Single,$120K +,Blue,40,6,3,3,8706.0,868,7838.0,0.991,3203,54,0.929,0.1 +821815458,Existing Customer,48,M,3,High School,Single,$60K - $80K,Blue,44,5,1,1,19272.0,1519,17753.0,0.557,3398,67,0.763,0.079 +711708408,Existing Customer,52,F,3,High School,Married,Unknown,Blue,43,4,3,2,4798.0,0,4798.0,0.583,3967,72,0.636,0.0 +812449758,Attrited Customer,43,M,3,High School,Single,$60K - $80K,Blue,38,2,3,2,12254.0,0,12254.0,0.705,2129,42,0.355,0.0 +715682208,Existing Customer,49,M,3,Doctorate,Married,$80K - $120K,Blue,36,4,1,4,9549.0,0,9549.0,0.712,4629,76,0.652,0.0 +719914908,Existing Customer,37,M,2,Uneducated,Divorced,Less than $40K,Silver,36,3,3,2,11568.0,1846,9722.0,0.755,1701,44,1.095,0.16 +714744783,Existing Customer,48,F,3,Unknown,Married,Less than $40K,Blue,36,3,1,4,6197.0,1219,4978.0,0.552,3825,67,0.675,0.197 +710809833,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Silver,27,3,1,2,34516.0,0,34516.0,0.834,3193,53,0.559,0.0 +720942333,Existing Customer,49,M,2,Unknown,Married,$40K - $60K,Blue,36,4,3,4,5137.0,0,5137.0,0.612,2043,52,1.0,0.0 +709423158,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,26,4,3,0,1791.0,1337,454.0,0.763,3592,46,0.917,0.747 +718307433,Existing Customer,50,F,0,Graduate,Single,Less than $40K,Blue,36,5,1,4,7238.0,2111,5127.0,1.085,2025,36,1.118,0.292 +772607433,Existing Customer,50,M,3,High School,Married,$80K - $120K,Blue,40,6,2,4,4514.0,2016,2498.0,0.313,4107,59,0.639,0.447 +801709308,Existing Customer,44,F,4,Uneducated,Married,Unknown,Blue,38,6,1,2,5366.0,968,4398.0,0.992,4558,56,0.75,0.18 +778502958,Existing Customer,47,M,3,Unknown,Divorced,$60K - $80K,Silver,35,4,2,5,29812.0,2031,27781.0,0.767,2385,50,0.515,0.068 +806656083,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Blue,43,3,2,4,9559.0,1514,8045.0,0.716,4064,70,0.556,0.158 +823635033,Existing Customer,49,F,2,High School,Married,Less than $40K,Blue,45,6,2,5,8353.0,1535,6818.0,1.323,4200,83,0.804,0.184 +718739508,Existing Customer,51,F,5,Unknown,Married,Less than $40K,Blue,39,6,2,4,5455.0,1217,4238.0,0.66,3863,67,0.811,0.223 +709272333,Existing Customer,59,F,1,Uneducated,Unknown,Less than $40K,Blue,45,6,3,3,9899.0,2023,7876.0,0.445,4579,73,0.622,0.204 +721538883,Existing Customer,45,M,4,Graduate,Single,$40K - $60K,Silver,37,4,3,4,15578.0,0,15578.0,0.716,4449,81,0.723,0.0 +718835583,Existing Customer,50,F,1,Graduate,Married,Unknown,Blue,41,6,2,2,15641.0,2379,13262.0,0.816,3769,76,0.617,0.152 +827970933,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,42,4,2,0,3504.0,1698,1806.0,0.575,4439,70,0.628,0.485 +719888358,Existing Customer,47,M,1,Unknown,Divorced,$80K - $120K,Blue,38,5,3,5,18432.0,1422,17010.0,1.357,2748,58,0.933,0.077 +717030633,Existing Customer,46,M,4,College,Single,$60K - $80K,Blue,34,5,3,4,2369.0,1405,964.0,0.624,3034,51,0.889,0.593 +815085708,Attrited Customer,60,F,0,High School,Single,$40K - $60K,Blue,55,1,5,5,10882.0,2517,8365.0,0.266,1861,46,0.278,0.231 +716332533,Existing Customer,38,F,3,Unknown,Unknown,$40K - $60K,Blue,36,6,1,3,3509.0,1819,1690.0,0.894,4712,84,0.909,0.518 +822964683,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,47,6,3,4,2469.0,1491,978.0,0.869,4351,62,0.632,0.604 +719335233,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Silver,27,5,3,4,14335.0,938,13397.0,0.445,3610,75,0.531,0.065 +779683683,Existing Customer,47,M,3,High School,Single,$40K - $60K,Blue,31,6,3,2,4005.0,1985,2020.0,1.356,2344,34,0.7,0.496 +712653183,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,36,4,1,4,1976.0,1694,282.0,1.054,3675,81,0.841,0.857 +715485483,Attrited Customer,39,F,5,Graduate,Married,Less than $40K,Blue,36,3,3,3,3664.0,0,3664.0,0.419,1479,44,0.913,0.0 +788912658,Existing Customer,44,F,2,Unknown,Married,Less than $40K,Blue,30,3,1,4,3734.0,0,3734.0,0.954,3144,62,0.722,0.0 +711396483,Existing Customer,40,M,2,Graduate,Single,$40K - $60K,Blue,36,3,2,3,6033.0,0,6033.0,0.834,4505,74,0.721,0.0 +789220008,Existing Customer,56,M,3,High School,Married,$80K - $120K,Blue,45,5,2,2,4531.0,0,4531.0,0.491,1425,27,1.077,0.0 +716436483,Existing Customer,45,F,3,Uneducated,Unknown,Less than $40K,Blue,36,4,4,3,6245.0,0,6245.0,0.554,2521,50,0.667,0.0 +717661908,Existing Customer,37,M,5,Doctorate,Single,$80K - $120K,Silver,36,4,1,1,34516.0,0,34516.0,0.711,2681,55,0.618,0.0 +778459833,Existing Customer,42,M,5,Graduate,Married,$60K - $80K,Blue,27,3,2,3,11880.0,2025,9855.0,0.835,1789,42,1.471,0.17 +769448658,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,37,5,2,3,4188.0,0,4188.0,0.565,3492,69,0.683,0.0 +820346133,Existing Customer,59,F,2,Uneducated,Single,Less than $40K,Blue,54,5,1,2,9344.0,1334,8010.0,0.375,4154,60,0.818,0.143 +720119808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,3,2,2,24126.0,948,23178.0,0.616,3342,52,0.677,0.039 +721523658,Existing Customer,46,M,5,High School,Unknown,$120K +,Blue,26,4,3,3,34516.0,772,33744.0,0.979,3699,77,0.878,0.022 +711176133,Existing Customer,28,M,0,High School,Single,Less than $40K,Blue,36,6,3,4,2295.0,1015,1280.0,1.04,3366,82,0.708,0.442 +794560833,Attrited Customer,47,F,3,Graduate,Married,$40K - $60K,Blue,31,6,3,6,5496.0,0,5496.0,0.548,1913,34,0.308,0.0 +718197108,Attrited Customer,54,M,2,Graduate,Single,$80K - $120K,Blue,36,5,3,3,12342.0,0,12342.0,0.431,1430,37,0.423,0.0 +713750583,Existing Customer,55,F,1,College,Unknown,Less than $40K,Blue,36,4,2,4,1928.0,1125,803.0,0.911,2190,30,0.667,0.584 +769576608,Existing Customer,62,M,1,Uneducated,Single,$60K - $80K,Blue,49,4,1,2,12814.0,1010,11804.0,0.869,3566,76,0.551,0.079 +708626058,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,34,6,2,4,5242.0,1465,3777.0,1.025,4098,68,0.789,0.279 +710333883,Attrited Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,37,5,2,2,8808.0,390,8418.0,0.628,1905,42,0.448,0.044 +715401633,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,35,3,1,2,4469.0,2002,2467.0,0.669,2111,38,0.462,0.448 +755220783,Existing Customer,51,M,1,Doctorate,Married,$80K - $120K,Blue,44,5,2,4,8031.0,1167,6864.0,0.549,3576,77,0.791,0.145 +789603183,Existing Customer,48,M,4,High School,Unknown,$60K - $80K,Blue,41,4,1,3,9728.0,0,9728.0,0.806,3756,57,0.727,0.0 +767564358,Existing Customer,47,F,5,Doctorate,Married,$40K - $60K,Blue,40,6,1,1,4748.0,1008,3740.0,0.484,3197,70,0.707,0.212 +789744033,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,38,4,1,1,19999.0,1007,18992.0,0.987,3183,69,0.5,0.05 +709887483,Existing Customer,56,M,2,Uneducated,Divorced,$40K - $60K,Blue,45,3,1,3,6331.0,1420,4911.0,0.529,3527,69,0.438,0.224 +779765058,Existing Customer,43,M,2,Unknown,Single,$40K - $60K,Blue,31,6,1,1,9662.0,817,8845.0,0.679,3817,70,0.489,0.085 +789177333,Attrited Customer,47,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,1693.0,1088,605.0,0.532,2104,40,0.739,0.643 +717262833,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,36,5,2,4,2964.0,2043,921.0,0.692,4345,69,0.468,0.689 +714878508,Existing Customer,48,F,2,High School,Single,Less than $40K,Blue,36,3,3,3,5483.0,535,4948.0,0.681,2051,49,0.633,0.098 +711079308,Attrited Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,27,4,2,3,15186.0,0,15186.0,0.483,1884,33,0.435,0.0 +794510358,Existing Customer,41,M,3,Graduate,Married,$80K - $120K,Blue,26,6,3,3,33408.0,0,33408.0,0.816,3754,77,0.878,0.0 +715033533,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,37,4,2,2,3125.0,2517,608.0,0.73,4422,71,0.732,0.805 +779400183,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,31,3,3,4,2934.0,2517,417.0,0.868,2484,55,0.774,0.858 +716636808,Existing Customer,39,M,3,Graduate,Single,$120K +,Blue,36,4,2,2,34516.0,0,34516.0,0.754,3572,55,0.667,0.0 +708733983,Attrited Customer,50,F,1,Doctorate,Single,$40K - $60K,Blue,36,6,3,2,5349.0,2391,2958.0,0.671,2122,46,0.394,0.447 +710521383,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,38,6,2,0,9810.0,1838,7972.0,0.661,2247,41,0.64,0.187 +720075558,Existing Customer,50,M,4,College,Married,$120K +,Blue,36,6,1,4,7084.0,0,7084.0,0.889,3838,66,0.737,0.0 +716468658,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,36,3,1,3,3537.0,0,3537.0,0.647,4101,80,0.702,0.0 +717569283,Existing Customer,47,M,5,Doctorate,Single,Less than $40K,Blue,36,3,1,2,8896.0,1338,7558.0,0.741,4252,70,0.591,0.15 +787491483,Existing Customer,41,M,3,Unknown,Divorced,$80K - $120K,Blue,29,5,2,3,30733.0,1153,29580.0,0.987,3455,80,0.702,0.038 +779995833,Existing Customer,49,M,0,Unknown,Married,$60K - $80K,Blue,39,6,2,4,10177.0,1748,8429.0,0.622,3557,64,0.939,0.172 +714215058,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,33,5,2,4,6848.0,0,6848.0,0.962,4006,82,0.822,0.0 +789407958,Existing Customer,42,M,1,Graduate,Married,$60K - $80K,Blue,33,6,2,3,17165.0,1153,16012.0,0.578,4063,62,0.676,0.067 +715118058,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,36,3,3,1,20274.0,2100,18174.0,0.584,5274,66,0.61,0.104 +713672208,Existing Customer,50,M,1,Doctorate,Divorced,$60K - $80K,Blue,33,3,5,2,19939.0,0,19939.0,1.03,3342,76,0.462,0.0 +720865383,Existing Customer,53,M,3,Graduate,Single,$120K +,Blue,45,4,3,1,3378.0,1852,1526.0,0.483,4437,50,1.0,0.548 +713701533,Existing Customer,51,M,2,Unknown,Married,$80K - $120K,Blue,39,4,3,2,9773.0,1998,7775.0,0.782,3578,71,0.775,0.204 +778895883,Existing Customer,50,F,1,Unknown,Married,Unknown,Blue,31,5,3,1,3668.0,0,3668.0,0.62,4430,76,0.617,0.0 +719655258,Existing Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,3,2,4,3196.0,0,3196.0,0.578,3412,72,0.674,0.0 +711205758,Attrited Customer,45,M,3,College,Single,$80K - $120K,Silver,33,1,3,3,34516.0,0,34516.0,1.492,2534,43,0.433,0.0 +806264958,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,47,5,2,3,7030.0,994,6036.0,0.725,3211,69,0.725,0.141 +714659133,Attrited Customer,47,M,5,High School,Married,$80K - $120K,Blue,37,2,2,2,9410.0,0,9410.0,0.586,2178,41,0.864,0.0 +716425833,Attrited Customer,38,M,2,Graduate,Single,$120K +,Blue,36,5,2,1,34516.0,1229,33287.0,0.427,1797,35,0.296,0.036 +712166583,Existing Customer,45,F,0,Graduate,Married,Less than $40K,Blue,38,4,3,3,4096.0,1468,2628.0,0.627,3490,66,0.737,0.358 +713124558,Existing Customer,43,F,2,Graduate,Married,Unknown,Blue,34,6,1,4,7210.0,782,6428.0,0.733,4249,75,0.5,0.108 +714048783,Existing Customer,57,M,2,High School,Single,$80K - $120K,Blue,36,6,3,0,8026.0,2202,5824.0,0.586,4072,72,0.6,0.274 +708784908,Existing Customer,47,F,3,Graduate,Unknown,Unknown,Blue,34,5,1,4,18064.0,2039,16025.0,0.89,4435,88,0.796,0.113 +714332658,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,35,5,2,4,5596.0,1086,4510.0,0.587,3896,65,0.757,0.194 +719169783,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,43,3,3,3,6897.0,640,6257.0,1.052,2781,57,0.839,0.093 +718270833,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Silver,40,6,3,3,13991.0,1580,12411.0,0.864,4100,74,0.721,0.113 +721268133,Existing Customer,44,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,5,2,2,11366.0,2109,9257.0,0.993,3495,70,0.795,0.186 +795343683,Existing Customer,40,F,3,High School,Single,Less than $40K,Blue,34,5,1,3,1707.0,989,718.0,0.555,3935,76,0.52,0.579 +715611933,Existing Customer,50,F,4,Doctorate,Married,Unknown,Blue,38,6,4,2,23692.0,2402,21290.0,0.942,3632,62,0.676,0.101 +711184983,Existing Customer,41,M,5,Unknown,Unknown,$80K - $120K,Blue,29,6,2,1,11191.0,0,11191.0,0.808,3839,73,0.78,0.0 +779601783,Existing Customer,42,F,5,College,Married,Less than $40K,Blue,31,3,1,2,3476.0,700,2776.0,0.604,4364,88,0.517,0.201 +784263558,Existing Customer,43,M,2,Uneducated,Single,$60K - $80K,Silver,37,4,3,3,27781.0,0,27781.0,1.0,3184,61,0.743,0.0 +720795858,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,25,3,3,2,10534.0,0,10534.0,0.985,3456,72,0.636,0.0 +756629133,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,54,3,2,2,2721.0,0,2721.0,0.734,2088,37,0.682,0.0 +714387108,Existing Customer,51,M,3,Graduate,Single,$80K - $120K,Blue,43,4,2,3,10458.0,0,10458.0,0.587,3481,51,0.5,0.0 +712164333,Attrited Customer,40,M,4,High School,Married,$60K - $80K,Blue,29,3,3,2,12544.0,1636,10908.0,0.503,1758,51,0.457,0.13 +714429258,Existing Customer,46,M,5,Doctorate,Single,$60K - $80K,Blue,39,4,3,3,11464.0,0,11464.0,1.02,3660,55,1.037,0.0 +796791258,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,44,5,2,4,3104.0,1791,1313.0,1.048,4006,76,0.81,0.577 +711220683,Existing Customer,48,M,1,Unknown,Married,$60K - $80K,Blue,36,4,1,3,11770.0,1813,9957.0,0.623,3280,70,0.667,0.154 +717582558,Existing Customer,50,M,1,Graduate,Single,$120K +,Blue,40,4,2,3,34516.0,1185,33331.0,0.725,3874,72,0.714,0.034 +714779733,Existing Customer,44,M,4,Unknown,Single,$60K - $80K,Blue,36,3,1,4,10998.0,1586,9412.0,0.907,2237,33,0.435,0.144 +817965858,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,37,3,1,3,2757.0,1785,972.0,0.735,3766,69,0.605,0.647 +717358158,Existing Customer,46,M,3,Uneducated,Single,$60K - $80K,Blue,36,5,1,2,5489.0,1189,4300.0,0.95,3215,64,0.882,0.217 +720301458,Existing Customer,52,M,1,High School,Single,$120K +,Blue,38,3,1,2,19709.0,1924,17785.0,0.468,3000,64,0.641,0.098 +826471458,Attrited Customer,42,M,3,Graduate,Married,Less than $40K,Blue,38,2,3,3,6967.0,1767,5200.0,0.54,1919,38,0.52,0.254 +794579658,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,32,3,2,2,23424.0,2517,20907.0,0.762,3537,73,0.738,0.107 +717052158,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,32,3,2,2,21718.0,2386,19332.0,0.743,3492,66,0.692,0.11 +818311533,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,48,5,3,1,4908.0,1429,3479.0,0.745,3535,65,0.667,0.291 +716156508,Existing Customer,52,M,2,High School,Single,$40K - $60K,Blue,36,3,1,3,1470.0,0,1470.0,0.64,4095,63,0.75,0.0 +711191808,Existing Customer,39,M,0,Graduate,Single,$80K - $120K,Gold,32,3,1,4,34516.0,1793,32723.0,0.545,4256,82,0.783,0.052 +712084383,Existing Customer,63,M,1,Graduate,Single,Less than $40K,Blue,56,4,2,2,7936.0,2081,5855.0,0.941,4247,81,0.841,0.262 +788641758,Existing Customer,53,M,4,College,Single,$60K - $80K,Blue,45,5,3,2,14366.0,888,13478.0,0.638,3868,66,0.61,0.062 +788768883,Existing Customer,54,F,0,Unknown,Single,$40K - $60K,Blue,35,4,1,3,9231.0,1642,7589.0,0.416,4676,68,0.659,0.178 +713277783,Existing Customer,45,F,4,Uneducated,Married,$40K - $60K,Silver,36,6,2,2,18679.0,905,17774.0,0.541,2168,55,0.486,0.048 +717451833,Existing Customer,45,F,3,Uneducated,Divorced,Unknown,Blue,36,6,3,2,20356.0,2517,17839.0,0.607,4547,67,0.861,0.124 +712291308,Existing Customer,52,F,1,Uneducated,Single,Unknown,Blue,40,5,1,3,2259.0,1721,538.0,0.682,1852,38,0.81,0.762 +712852233,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,53,5,3,4,6663.0,765,5898.0,1.129,4583,78,0.857,0.115 +712312908,Existing Customer,47,F,4,Unknown,Unknown,Less than $40K,Blue,34,6,2,4,2424.0,0,2424.0,0.662,3890,66,0.65,0.0 +773457558,Existing Customer,45,F,5,College,Single,$40K - $60K,Silver,39,3,2,2,15677.0,1227,14450.0,0.76,3818,81,0.588,0.078 +716194683,Existing Customer,41,M,4,Graduate,Divorced,$40K - $60K,Blue,30,4,2,3,2334.0,1138,1196.0,0.826,2155,48,0.714,0.488 +720563058,Existing Customer,56,F,3,College,Single,Unknown,Blue,43,6,1,3,1816.0,1052,764.0,0.547,4175,65,0.667,0.579 +719502183,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,36,3,1,3,4950.0,1829,3121.0,0.671,4529,73,0.872,0.369 +712287333,Existing Customer,39,M,1,Uneducated,Single,$80K - $120K,Blue,30,3,1,4,34516.0,2055,32461.0,0.589,4048,74,0.51,0.06 +716944983,Existing Customer,61,M,0,Uneducated,Married,$120K +,Blue,36,4,3,4,24172.0,2517,21655.0,0.424,1658,27,0.5,0.104 +718115733,Existing Customer,57,M,1,Graduate,Married,$60K - $80K,Blue,36,4,1,3,9037.0,1544,7493.0,0.321,1627,27,0.5,0.171 +827691858,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,42,3,2,4,7616.0,1251,6365.0,0.581,2006,52,0.405,0.164 +716431833,Existing Customer,38,M,2,Unknown,Divorced,$40K - $60K,Blue,28,3,3,4,11209.0,1165,10044.0,0.966,4614,96,0.714,0.104 +717265983,Existing Customer,44,F,4,Uneducated,Divorced,Unknown,Blue,36,3,2,0,9908.0,2066,7842.0,0.463,3749,80,0.667,0.209 +769578858,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Silver,33,4,3,1,18737.0,0,18737.0,0.797,4010,76,0.767,0.0 +712815858,Existing Customer,57,F,1,High School,Single,Less than $40K,Blue,45,5,2,4,5330.0,0,5330.0,0.515,3525,79,0.837,0.0 +815851233,Attrited Customer,52,M,3,High School,Single,$120K +,Blue,47,6,1,3,19032.0,0,19032.0,0.417,1726,42,0.312,0.0 +779425608,Existing Customer,50,F,1,Unknown,Single,Unknown,Blue,32,6,1,4,5916.0,983,4933.0,0.761,3752,75,0.974,0.166 +811532208,Existing Customer,51,M,4,Graduate,Married,$40K - $60K,Silver,46,3,5,2,16277.0,1170,15107.0,0.95,3634,62,0.676,0.072 +713896533,Existing Customer,42,M,4,High School,Single,$60K - $80K,Blue,33,5,1,3,9442.0,838,8604.0,0.654,3157,63,0.853,0.089 +712546233,Existing Customer,51,F,3,Unknown,Single,Less than $40K,Blue,39,5,1,3,2990.0,0,2990.0,0.598,4065,76,0.767,0.0 +772148058,Existing Customer,45,M,3,Graduate,Unknown,$80K - $120K,Blue,34,6,6,3,2210.0,759,1451.0,0.892,2755,53,0.559,0.343 +771776808,Attrited Customer,44,M,4,Uneducated,Married,$40K - $60K,Blue,33,5,4,3,1527.0,0,1527.0,0.531,1877,38,0.462,0.0 +715905633,Existing Customer,45,M,1,Graduate,Single,$60K - $80K,Blue,36,3,1,3,6022.0,1433,4589.0,0.955,3433,68,0.943,0.238 +778282758,Existing Customer,55,M,2,College,Divorced,$120K +,Blue,45,6,2,1,26729.0,1052,25677.0,1.034,4140,69,0.816,0.039 +717886008,Existing Customer,63,M,1,High School,Single,Less than $40K,Blue,51,5,3,2,6102.0,0,6102.0,0.639,4527,67,0.558,0.0 +709985133,Existing Customer,33,F,2,Graduate,Divorced,Less than $40K,Blue,24,3,1,2,6803.0,2296,4507.0,0.754,2603,47,1.043,0.337 +709289358,Existing Customer,46,M,3,Graduate,Single,$80K - $120K,Blue,38,4,1,2,8101.0,1266,6835.0,0.615,3226,53,0.71,0.156 +720457608,Existing Customer,41,F,4,Graduate,Married,Less than $40K,Blue,36,4,1,1,4632.0,0,4632.0,0.637,4306,63,0.75,0.0 +780612558,Existing Customer,58,F,1,Graduate,Single,$40K - $60K,Blue,46,3,3,3,1996.0,1850,146.0,0.952,3421,55,0.719,0.927 +714216033,Existing Customer,51,M,3,Doctorate,Married,$120K +,Blue,42,4,1,2,11600.0,738,10862.0,0.692,3488,80,0.778,0.064 +710577708,Existing Customer,35,M,1,Unknown,Single,$40K - $60K,Blue,25,5,3,3,2657.0,1983,674.0,0.831,2591,59,0.903,0.746 +719462433,Existing Customer,42,F,5,Graduate,Single,Less than $40K,Blue,36,4,2,2,8464.0,1002,7462.0,0.598,4227,92,0.84,0.118 +769063308,Existing Customer,45,M,3,Post-Graduate,Married,$80K - $120K,Blue,39,6,2,2,29003.0,2323,26680.0,0.671,1676,36,0.714,0.08 +715136583,Existing Customer,51,M,3,High School,Single,$40K - $60K,Blue,36,4,3,4,5000.0,942,4058.0,0.604,4077,81,0.653,0.188 +710915358,Existing Customer,63,F,0,College,Single,Unknown,Blue,55,5,1,2,14963.0,1616,13347.0,0.755,3242,58,1.0,0.108 +709841433,Existing Customer,45,F,2,Graduate,Divorced,Less than $40K,Blue,33,6,3,3,3855.0,1188,2667.0,0.927,3885,83,0.627,0.308 +710509758,Existing Customer,36,M,4,College,Single,$120K +,Blue,36,5,3,3,28200.0,765,27435.0,0.68,2507,64,0.641,0.027 +720527058,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,24,4,3,3,2310.0,1306,1004.0,0.525,4343,74,0.682,0.565 +711787383,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,40,3,1,3,1960.0,1428,532.0,0.57,3782,64,0.641,0.729 +715824108,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,38,3,1,3,3773.0,1291,2482.0,0.878,4697,75,0.667,0.342 +719474583,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,30,6,2,3,9771.0,1776,7995.0,0.46,2778,53,0.472,0.182 +719282433,Existing Customer,60,F,0,Graduate,Single,Unknown,Blue,48,3,3,4,6417.0,1372,5045.0,1.154,3280,71,0.69,0.214 +772669833,Existing Customer,43,M,3,Post-Graduate,Single,$60K - $80K,Blue,33,4,3,2,16037.0,0,16037.0,0.558,3048,70,0.75,0.0 +789365508,Attrited Customer,49,M,2,High School,Divorced,$40K - $60K,Blue,39,2,3,4,14839.0,512,14327.0,0.176,1453,26,0.13,0.035 +806641683,Existing Customer,44,M,3,Uneducated,Married,$80K - $120K,Silver,39,5,2,2,34516.0,1461,33055.0,0.646,3416,70,0.707,0.042 +805534608,Existing Customer,54,F,2,College,Single,$40K - $60K,Blue,49,4,3,3,8769.0,1314,7455.0,0.477,3817,60,0.818,0.15 +781117533,Existing Customer,50,M,1,Unknown,Married,$120K +,Blue,36,6,3,2,20968.0,0,20968.0,0.64,2823,61,0.794,0.0 +710294808,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,4,1,2,2188.0,1241,947.0,0.782,4509,67,0.675,0.567 +718788258,Existing Customer,52,M,5,Unknown,Married,$80K - $120K,Blue,40,3,3,4,30314.0,776,29538.0,0.705,3290,82,0.64,0.026 +716404383,Attrited Customer,47,F,2,Graduate,Married,Unknown,Blue,36,1,3,2,18799.0,2517,16282.0,0.813,2315,52,0.625,0.134 +824795358,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,3,0,1638.0,1038,600.0,0.718,4150,70,0.591,0.634 +715196508,Existing Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,35,5,3,2,3538.0,0,3538.0,0.653,4123,74,0.762,0.0 +779051808,Existing Customer,35,F,1,Graduate,Single,$40K - $60K,Blue,16,3,2,2,2546.0,1348,1198.0,0.877,4145,75,0.596,0.529 +720695583,Existing Customer,65,M,1,Graduate,Single,Unknown,Blue,53,6,2,3,10775.0,1787,8988.0,0.648,3432,70,0.75,0.166 +826414083,Existing Customer,47,F,4,Unknown,Married,$40K - $60K,Blue,43,4,3,4,4798.0,1017,3781.0,0.458,4225,79,0.681,0.212 +708426483,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,36,4,6,1,5816.0,716,5100.0,0.923,3534,73,1.147,0.123 +787472283,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Blue,36,4,2,2,20533.0,1321,19212.0,0.716,3918,78,0.5,0.064 +716948283,Existing Customer,58,M,1,College,Single,$80K - $120K,Blue,49,3,3,2,9890.0,0,9890.0,0.653,3497,69,0.683,0.0 +778375458,Existing Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,32,6,3,3,30820.0,1724,29096.0,0.948,3402,75,0.923,0.056 +718504983,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,37,6,2,2,6091.0,0,6091.0,0.56,3340,60,0.579,0.0 +709625733,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,5,2,3,9690.0,1115,8575.0,0.542,4620,64,0.488,0.115 +719357058,Existing Customer,62,F,2,Doctorate,Single,$40K - $60K,Blue,56,5,3,2,6797.0,1428,5369.0,0.747,3962,70,0.795,0.21 +709626858,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,31,3,3,4,4985.0,1379,3606.0,0.896,4222,61,0.605,0.277 +711843708,Attrited Customer,61,F,0,Graduate,Divorced,Less than $40K,Blue,36,2,3,3,2125.0,0,2125.0,0.654,2860,38,0.727,0.0 +711349083,Existing Customer,47,F,4,Doctorate,Married,Less than $40K,Blue,28,3,2,4,4012.0,0,4012.0,1.073,2962,60,0.765,0.0 +721462458,Existing Customer,52,F,3,High School,Married,Unknown,Blue,42,3,2,1,23858.0,1179,22679.0,0.671,3784,69,0.683,0.049 +780833058,Existing Customer,46,M,2,High School,Married,$40K - $60K,Blue,32,4,3,2,2619.0,2271,348.0,0.61,3835,60,0.818,0.867 +769962933,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,34,4,1,4,6728.0,1192,5536.0,0.687,5244,75,0.471,0.177 +719095533,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,39,3,3,3,2680.0,1652,1028.0,1.132,3382,58,0.758,0.616 +709718058,Existing Customer,52,F,4,Uneducated,Single,Less than $40K,Blue,36,5,1,4,2936.0,2181,755.0,0.478,4650,78,0.625,0.743 +819151083,Existing Customer,46,M,5,High School,Single,$60K - $80K,Blue,41,3,3,4,7478.0,1775,5703.0,0.54,4042,79,0.491,0.237 +770778108,Existing Customer,49,M,4,Post-Graduate,Married,$60K - $80K,Blue,35,4,2,3,2527.0,1419,1108.0,0.797,3585,68,0.943,0.562 +718877883,Attrited Customer,44,F,3,Unknown,Single,Less than $40K,Blue,36,3,1,1,5644.0,2517,3127.0,0.86,2440,44,0.76,0.446 +710376708,Existing Customer,50,F,5,Uneducated,Single,Less than $40K,Blue,33,4,3,3,2837.0,1377,1460.0,0.564,3928,54,0.8,0.485 +718366983,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Blue,31,6,2,4,18584.0,2446,16138.0,0.76,3504,64,0.882,0.132 +719604858,Attrited Customer,45,F,3,Unknown,Married,Less than $40K,Blue,31,4,3,3,5941.0,0,5941.0,0.522,2196,37,0.233,0.0 +714549558,Attrited Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,32,3,2,2,9576.0,0,9576.0,0.817,2362,49,0.4,0.0 +822955008,Attrited Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,56,3,3,2,9569.0,0,9569.0,0.94,2287,49,0.581,0.0 +712986483,Existing Customer,32,M,3,College,Unknown,$80K - $120K,Blue,36,3,5,2,15412.0,0,15412.0,0.589,3993,73,0.659,0.0 +779597133,Existing Customer,55,M,1,Graduate,Single,$80K - $120K,Blue,44,4,3,2,2663.0,1784,879.0,0.785,4317,81,0.929,0.67 +758426583,Existing Customer,51,F,2,Post-Graduate,Married,Less than $40K,Blue,44,3,3,4,1438.3,1031,407.3,0.582,3308,72,0.674,0.717 +716805408,Existing Customer,52,M,3,Doctorate,Married,$60K - $80K,Blue,40,6,2,2,5376.0,804,4572.0,0.51,4511,74,0.682,0.15 +711275433,Attrited Customer,47,M,4,Uneducated,Unknown,Unknown,Blue,36,3,3,3,18873.0,0,18873.0,0.636,2021,38,0.52,0.0 +778968408,Existing Customer,39,M,2,Doctorate,Single,$60K - $80K,Blue,27,4,1,3,5341.0,0,5341.0,0.771,1955,47,0.808,0.0 +827117808,Attrited Customer,45,M,1,Graduate,Single,$60K - $80K,Blue,41,2,3,2,9904.0,2513,7391.0,0.0,1152,28,0.0,0.254 +804462633,Attrited Customer,43,F,3,High School,Divorced,Less than $40K,Blue,38,3,3,3,7084.0,0,7084.0,0.523,2287,44,0.294,0.0 +709321908,Attrited Customer,47,M,3,High School,Single,$80K - $120K,Blue,29,2,2,3,7498.0,2319,5179.0,0.484,1676,51,0.759,0.309 +714907908,Existing Customer,51,F,0,High School,Married,$40K - $60K,Blue,40,6,2,2,5450.0,1674,3776.0,0.588,3722,77,0.711,0.307 +818336508,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,45,6,2,4,32719.0,1650,31069.0,0.717,4037,60,0.714,0.05 +712597233,Attrited Customer,37,M,2,Uneducated,Unknown,$40K - $60K,Blue,36,2,3,2,3250.0,1721,1529.0,0.446,1714,32,0.391,0.53 +711964533,Existing Customer,44,M,3,College,Married,$40K - $60K,Blue,36,3,3,2,6111.0,2517,3594.0,0.733,4155,68,0.659,0.412 +716705433,Existing Customer,62,F,1,Uneducated,Unknown,Less than $40K,Silver,36,6,1,3,12590.0,931,11659.0,1.068,4182,78,0.696,0.074 +717983058,Existing Customer,41,F,3,Graduate,Married,$40K - $60K,Blue,29,5,1,3,1982.0,1068,914.0,0.881,3058,58,0.871,0.539 +709587783,Existing Customer,39,M,4,Post-Graduate,Single,$60K - $80K,Silver,36,6,3,3,25133.0,0,25133.0,0.461,4033,73,0.327,0.0 +709804533,Existing Customer,40,M,4,Uneducated,Single,$120K +,Blue,34,3,1,3,17818.0,1451,16367.0,0.632,3973,74,0.451,0.081 +712076358,Existing Customer,46,M,3,High School,Single,$120K +,Blue,34,5,3,2,5155.0,868,4287.0,0.882,3535,57,1.111,0.168 +711670308,Existing Customer,51,F,3,Unknown,Married,Less than $40K,Blue,30,3,2,0,6006.0,1576,4430.0,0.504,3199,65,0.548,0.262 +720717108,Existing Customer,64,M,1,Uneducated,Single,Unknown,Blue,51,6,3,1,2571.0,1210,1361.0,0.972,3647,59,0.686,0.471 +784789758,Existing Customer,40,M,2,Unknown,Married,$60K - $80K,Blue,34,6,3,0,3269.0,1601,1668.0,1.168,3966,74,0.947,0.49 +779689233,Existing Customer,50,M,3,Graduate,Single,$40K - $60K,Blue,33,3,1,2,2798.0,1291,1507.0,0.708,2903,69,0.683,0.461 +788792583,Existing Customer,44,F,3,Unknown,Single,$40K - $60K,Blue,26,4,3,0,7277.0,0,7277.0,0.758,4458,71,0.578,0.0 +710657508,Existing Customer,32,M,0,College,Unknown,Less than $40K,Blue,36,3,3,4,3788.0,1325,2463.0,0.607,3975,65,0.477,0.35 +716393958,Existing Customer,43,M,3,High School,Single,$80K - $120K,Blue,34,4,2,0,28262.0,1483,26779.0,0.668,3855,66,0.61,0.052 +770708133,Existing Customer,47,F,5,High School,Single,Less than $40K,Blue,33,5,2,2,2169.0,1330,839.0,0.905,3833,64,1.065,0.613 +766131033,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,29,6,3,3,3767.0,976,2791.0,1.021,3163,60,0.818,0.259 +719816583,Attrited Customer,46,M,3,Doctorate,Married,$120K +,Blue,38,3,2,2,8989.0,552,8437.0,0.699,2309,49,0.633,0.061 +715376508,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,42,3,5,1,2838.0,2517,321.0,0.625,3493,65,0.711,0.887 +709300458,Existing Customer,48,M,1,Graduate,Unknown,Less than $40K,Blue,43,5,3,3,7199.0,1031,6168.0,1.212,4041,73,0.698,0.143 +778340733,Existing Customer,44,F,3,College,Married,$40K - $60K,Blue,24,3,1,4,8495.0,1537,6958.0,0.919,1950,31,0.938,0.181 +708195633,Existing Customer,40,M,2,High School,Unknown,$80K - $120K,Silver,32,5,2,3,34516.0,1182,33334.0,0.613,2440,54,0.543,0.034 +714729933,Existing Customer,46,M,2,Unknown,Married,$80K - $120K,Blue,36,6,1,2,14164.0,1525,12639.0,0.543,3749,59,0.686,0.108 +794514108,Existing Customer,50,F,2,Unknown,Married,Unknown,Blue,31,4,2,2,3604.0,0,3604.0,0.934,4051,65,0.667,0.0 +812501358,Existing Customer,46,F,4,Post-Graduate,Divorced,Less than $40K,Blue,41,4,1,1,1752.0,611,1141.0,0.465,4864,76,0.462,0.349 +718961208,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,32,5,3,3,4204.0,0,4204.0,1.073,3799,85,0.604,0.0 +814459833,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,37,5,3,4,8017.0,0,8017.0,0.539,3042,55,0.528,0.0 +720363258,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,29,3,3,3,2778.0,1640,1138.0,0.82,4007,75,0.705,0.59 +714496083,Existing Customer,51,M,3,Unknown,Single,$60K - $80K,Blue,43,4,2,3,6649.0,1781,4868.0,0.546,1609,28,0.474,0.268 +713004933,Attrited Customer,40,M,3,High School,Married,$60K - $80K,Blue,27,3,2,1,6813.0,2332,4481.0,0.58,2634,51,0.378,0.342 +712011633,Existing Customer,40,F,2,Doctorate,Single,$40K - $60K,Blue,36,6,1,3,2797.0,850,1947.0,0.953,3652,64,1.37,0.304 +772466508,Attrited Customer,45,M,3,Unknown,Single,$60K - $80K,Blue,35,6,2,1,18004.0,2517,15487.0,0.569,2030,45,0.452,0.14 +708225483,Existing Customer,47,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,4,11242.0,1561,9681.0,0.829,4246,81,0.8,0.139 +788923758,Existing Customer,26,F,1,High School,Unknown,Unknown,Blue,13,3,1,3,10693.0,2517,8176.0,0.88,4138,76,0.727,0.235 +789150633,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,38,6,3,2,3026.0,1888,1138.0,0.762,3687,58,0.812,0.624 +710809083,Existing Customer,37,F,4,College,Married,Less than $40K,Blue,36,6,3,1,1438.3,787,651.3,0.914,4587,58,0.568,0.547 +787669233,Existing Customer,51,M,2,Doctorate,Single,$80K - $120K,Blue,41,3,3,2,34516.0,1046,33470.0,1.001,3435,76,0.727,0.03 +708119658,Existing Customer,49,F,4,Graduate,Married,$40K - $60K,Blue,38,4,2,1,12836.0,1034,11802.0,0.663,2519,53,0.472,0.081 +737921733,Attrited Customer,62,F,1,Unknown,Single,Less than $40K,Blue,55,3,3,3,1892.0,1604,288.0,0.476,1581,34,0.417,0.848 +765940683,Existing Customer,37,M,3,Uneducated,Single,$80K - $120K,Blue,30,5,2,2,11277.0,1747,9530.0,0.503,2033,56,0.867,0.155 +719732433,Existing Customer,54,M,2,Graduate,Single,$60K - $80K,Blue,36,5,3,1,12815.0,1017,11798.0,0.532,3771,78,0.66,0.079 +715491483,Existing Customer,44,M,2,Graduate,Divorced,$120K +,Blue,36,5,2,0,24016.0,0,24016.0,0.748,3693,62,0.722,0.0 +783381933,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Blue,37,4,1,3,3482.0,1942,1540.0,0.926,3512,63,0.853,0.558 +811554708,Existing Customer,44,F,3,High School,Married,Unknown,Blue,38,4,6,4,26516.0,1434,25082.0,0.472,3609,76,0.551,0.054 +719536608,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,4,5,1,2285.0,1931,354.0,0.69,4944,78,0.66,0.845 +720753183,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,36,4,3,2,9617.0,2035,7582.0,1.004,4247,76,0.854,0.212 +714505683,Existing Customer,51,M,4,Uneducated,Divorced,$80K - $120K,Blue,38,5,3,2,34516.0,0,34516.0,0.506,3250,63,0.658,0.0 +711942783,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,28,3,1,3,2354.0,1909,445.0,0.833,4048,61,0.848,0.811 +714031983,Existing Customer,41,F,3,High School,Single,Less than $40K,Silver,36,6,1,3,11533.0,1418,10115.0,0.546,4038,63,0.615,0.123 +711372258,Existing Customer,59,M,1,College,Single,$40K - $60K,Blue,51,4,2,2,5042.0,1002,4040.0,1.108,2897,62,0.632,0.199 +710825658,Existing Customer,37,F,3,Uneducated,Single,Less than $40K,Blue,29,5,3,2,2584.0,1614,970.0,0.675,4045,78,0.733,0.625 +716575758,Attrited Customer,50,F,2,College,Unknown,Unknown,Blue,39,2,3,2,1438.3,0,1438.3,0.588,1859,41,0.464,0.0 +714732183,Existing Customer,47,M,4,Uneducated,Unknown,$40K - $60K,Blue,36,6,3,2,3402.0,1607,1795.0,0.432,3188,65,0.667,0.472 +714097683,Attrited Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,49,3,3,4,1809.0,0,1809.0,0.569,2123,44,0.571,0.0 +720568083,Existing Customer,40,M,2,Graduate,Divorced,$60K - $80K,Blue,36,5,2,4,8624.0,0,8624.0,0.574,2428,53,0.893,0.0 +708121908,Attrited Customer,48,M,4,Unknown,Married,$80K - $120K,Blue,36,2,3,2,22917.0,0,22917.0,0.574,2045,45,0.5,0.0 +778710783,Existing Customer,45,M,3,High School,Divorced,$80K - $120K,Blue,26,3,2,2,18410.0,974,17436.0,0.857,3778,83,0.694,0.053 +713745783,Existing Customer,29,F,0,Post-Graduate,Single,Unknown,Gold,36,4,1,4,34516.0,1452,33064.0,0.887,2336,49,1.13,0.042 +711043983,Existing Customer,44,M,3,High School,Single,$80K - $120K,Blue,29,6,3,1,34516.0,1259,33257.0,0.547,3275,67,0.595,0.036 +716438433,Existing Customer,41,M,1,Doctorate,Married,$80K - $120K,Blue,32,4,3,3,10130.0,1449,8681.0,0.819,4002,66,0.571,0.143 +709435533,Attrited Customer,53,F,1,Unknown,Single,Less than $40K,Blue,41,2,3,2,3099.0,0,3099.0,0.279,1401,44,0.419,0.0 +711080358,Existing Customer,55,M,1,Unknown,Unknown,$120K +,Blue,46,4,1,2,19849.0,2205,17644.0,0.796,3657,66,0.737,0.111 +718677858,Existing Customer,39,M,1,College,Married,Less than $40K,Blue,27,4,2,2,2283.0,1053,1230.0,0.854,4571,72,0.756,0.461 +720259308,Existing Customer,39,M,3,High School,Single,$80K - $120K,Blue,30,5,3,3,6347.0,569,5778.0,0.668,3927,82,0.577,0.09 +719346708,Existing Customer,41,F,1,Unknown,Divorced,Less than $40K,Blue,30,5,2,4,2758.0,1675,1083.0,0.882,3820,72,0.636,0.607 +719874633,Attrited Customer,44,M,1,High School,Unknown,$80K - $120K,Gold,36,2,2,3,34516.0,0,34516.0,0.596,1891,34,0.214,0.0 +720286908,Existing Customer,50,M,3,Uneducated,Married,$40K - $60K,Blue,40,5,2,2,3469.0,0,3469.0,0.956,3680,80,0.951,0.0 +719168883,Attrited Customer,45,F,5,Unknown,Single,Less than $40K,Blue,34,1,4,1,5155.0,0,5155.0,1.014,2753,45,0.607,0.0 +789893808,Existing Customer,52,M,3,Graduate,Divorced,$120K +,Silver,42,6,2,3,34516.0,1230,33286.0,0.608,2100,38,0.407,0.036 +772472208,Existing Customer,50,M,1,Uneducated,Married,$60K - $80K,Blue,40,6,1,4,4092.0,996,3096.0,0.644,2298,48,0.655,0.243 +710402508,Existing Customer,52,M,0,Unknown,Married,$80K - $120K,Blue,36,4,3,4,4675.0,0,4675.0,0.863,3487,69,0.683,0.0 +710218233,Existing Customer,43,F,3,High School,Single,$40K - $60K,Blue,35,4,3,3,2297.0,1044,1253.0,0.591,3161,65,0.711,0.455 +714212358,Attrited Customer,38,F,3,High School,Single,Unknown,Blue,36,1,3,2,5260.0,1706,3554.0,0.359,2142,57,0.676,0.324 +812956983,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,46,6,3,3,3458.0,1989,1469.0,0.707,3409,59,1.034,0.575 +780241758,Existing Customer,59,M,1,High School,Single,$60K - $80K,Blue,45,4,2,4,3943.0,2517,1426.0,0.467,3527,59,0.788,0.638 +711580908,Existing Customer,52,F,3,Unknown,Single,$40K - $60K,Blue,42,6,3,2,3028.0,2258,770.0,1.058,4119,81,0.884,0.746 +712835433,Existing Customer,49,F,3,Uneducated,Married,Unknown,Blue,36,5,3,3,1438.3,0,1438.3,0.806,4869,73,0.825,0.0 +716461683,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Silver,36,5,3,1,11884.0,1339,10545.0,0.556,4134,72,1.0,0.113 +713617608,Existing Customer,43,M,3,Unknown,Married,$120K +,Silver,33,5,2,3,34516.0,1844,32672.0,1.051,4217,79,0.795,0.053 +714622833,Existing Customer,47,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,3,2,26058.0,1664,24394.0,0.916,3489,58,0.611,0.064 +712115958,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,38,5,3,4,2808.0,2264,544.0,0.544,3562,74,0.682,0.806 +712033833,Existing Customer,42,F,4,Unknown,Unknown,Less than $40K,Blue,34,5,3,2,1874.0,1341,533.0,0.952,3899,70,0.75,0.716 +714548733,Existing Customer,35,M,0,College,Single,$80K - $120K,Silver,16,6,3,3,34516.0,0,34516.0,0.524,2655,64,0.829,0.0 +719523108,Existing Customer,61,M,0,Post-Graduate,Single,$60K - $80K,Blue,36,6,2,3,11236.0,576,10660.0,0.637,4253,80,0.6,0.051 +710881008,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,29,3,1,1,6380.0,1238,5142.0,0.903,4119,66,0.61,0.194 +715098333,Existing Customer,52,M,2,High School,Single,$120K +,Blue,43,3,2,3,34516.0,761,33755.0,0.916,4313,82,0.547,0.022 +708211383,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,27,3,3,3,2664.0,0,2664.0,0.731,3906,74,0.574,0.0 +715054683,Existing Customer,50,M,2,Uneducated,Single,$80K - $120K,Blue,42,3,3,4,1645.0,0,1645.0,0.771,3838,60,0.463,0.0 +710670633,Existing Customer,40,M,4,High School,Married,$60K - $80K,Blue,36,6,3,3,5797.0,1779,4018.0,0.785,2131,33,0.571,0.307 +784560258,Existing Customer,45,M,1,Uneducated,Divorced,$60K - $80K,Blue,39,4,2,0,21721.0,1247,20474.0,0.657,3937,63,0.658,0.057 +710871108,Existing Customer,45,M,5,Uneducated,Divorced,$60K - $80K,Silver,36,4,2,4,31756.0,1459,30297.0,0.687,4759,70,0.556,0.046 +787770858,Existing Customer,43,M,4,Graduate,Single,$80K - $120K,Blue,32,3,2,3,8333.0,774,7559.0,0.984,3889,81,0.723,0.093 +721104708,Attrited Customer,41,F,3,Post-Graduate,Single,Less than $40K,Blue,36,1,3,1,2067.0,1966,101.0,0.91,3033,41,0.708,0.951 +717461283,Attrited Customer,38,F,2,Graduate,Single,Unknown,Blue,24,3,2,3,2214.0,570,1644.0,0.688,2066,45,0.25,0.257 +803028858,Attrited Customer,38,F,2,Graduate,Single,Less than $40K,Blue,32,2,3,3,3775.0,0,3775.0,0.581,2031,36,0.385,0.0 +716628633,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,33,6,3,3,4388.0,1519,2869.0,0.787,4406,74,0.574,0.346 +813380058,Existing Customer,64,F,0,Graduate,Single,Unknown,Blue,56,3,2,4,4100.0,863,3237.0,0.992,3593,51,0.821,0.21 +770135358,Existing Customer,46,F,1,Graduate,Married,Less than $40K,Blue,40,6,2,2,5157.0,1485,3672.0,0.699,4417,77,0.711,0.288 +719301258,Existing Customer,61,M,0,Post-Graduate,Single,$40K - $60K,Silver,42,4,3,2,15939.0,0,15939.0,0.791,3982,68,0.943,0.0 +711340233,Existing Customer,46,F,0,Graduate,Single,Unknown,Blue,34,6,1,2,9216.0,2059,7157.0,0.763,3630,78,0.56,0.223 +710002833,Existing Customer,32,F,1,High School,Married,Unknown,Blue,22,3,2,3,3413.0,2517,896.0,0.984,4355,71,0.919,0.737 +808705758,Existing Customer,43,M,3,Unknown,Unknown,$80K - $120K,Blue,38,6,2,3,20348.0,1732,18616.0,0.674,1624,27,0.688,0.085 +710839308,Existing Customer,34,F,2,High School,Single,Less than $40K,Blue,21,6,1,3,5015.0,1671,3344.0,0.689,3161,77,0.878,0.333 +768687183,Existing Customer,54,F,1,College,Single,Less than $40K,Blue,48,3,1,4,2440.0,1083,1357.0,0.907,3017,53,0.71,0.444 +720541758,Existing Customer,45,F,4,College,Divorced,Less than $40K,Blue,39,5,1,2,4948.0,1655,3293.0,0.562,3711,64,0.524,0.334 +712263258,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,38,6,3,3,2468.0,0,2468.0,1.057,3371,62,0.676,0.0 +712751133,Attrited Customer,42,M,3,Doctorate,Single,$60K - $80K,Blue,35,3,3,3,11328.0,1369,9959.0,0.585,1829,42,0.312,0.121 +779662308,Existing Customer,49,F,2,Unknown,Married,Less than $40K,Blue,32,3,1,3,1438.3,710,728.3,0.683,3808,80,0.569,0.494 +719260608,Existing Customer,38,M,3,Uneducated,Single,$60K - $80K,Silver,31,5,3,2,34516.0,1566,32950.0,1.106,3961,53,0.893,0.045 +803319633,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,45,4,3,2,3183.0,1358,1825.0,0.657,3988,81,0.688,0.427 +708170508,Attrited Customer,38,M,2,Graduate,Married,$60K - $80K,Blue,36,2,3,2,1438.3,0,1438.3,0.461,1651,42,0.5,0.0 +711891933,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,40,3,3,3,12945.0,1582,11363.0,0.496,3369,59,0.788,0.122 +802875333,Existing Customer,51,M,1,High School,Single,$60K - $80K,Blue,45,3,3,4,2458.0,0,2458.0,0.819,3377,54,0.929,0.0 +719991783,Existing Customer,40,M,2,High School,Married,$80K - $120K,Silver,36,5,3,0,34516.0,2183,32333.0,0.739,3644,67,0.634,0.063 +745435533,Existing Customer,44,M,2,Unknown,Married,$80K - $120K,Blue,37,6,1,3,2617.0,2517,100.0,0.78,3104,70,0.75,0.962 +718063083,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Blue,31,6,1,2,6500.0,2025,4475.0,0.656,4738,82,0.673,0.312 +710713608,Existing Customer,60,M,0,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,24528.0,2396,22132.0,0.81,4070,67,0.718,0.098 +720487308,Existing Customer,49,M,1,High School,Unknown,$60K - $80K,Blue,38,3,3,2,15898.0,0,15898.0,1.049,4184,54,1.077,0.0 +719770158,Attrited Customer,54,F,3,Post-Graduate,Single,Less than $40K,Blue,49,1,4,3,8516.0,0,8516.0,0.549,2189,37,0.276,0.0 +712283808,Existing Customer,50,F,3,High School,Married,Less than $40K,Silver,40,5,2,2,10062.0,1149,8913.0,0.76,1964,44,0.467,0.114 +779737233,Existing Customer,51,M,1,Graduate,Married,$60K - $80K,Blue,35,3,3,2,9589.0,628,8961.0,0.695,3971,66,0.784,0.065 +751076058,Existing Customer,44,F,4,Unknown,Married,Unknown,Blue,37,4,3,3,5826.0,0,5826.0,0.689,3756,73,0.921,0.0 +736552308,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,41,3,1,3,3521.0,672,2849.0,0.655,3291,65,0.757,0.191 +720578058,Existing Customer,53,M,4,Unknown,Single,$60K - $80K,Blue,42,3,3,4,8386.0,2375,6011.0,0.539,4101,67,0.718,0.283 +714932658,Existing Customer,42,F,4,College,Single,Unknown,Blue,34,5,3,2,15449.0,0,15449.0,0.783,4098,81,0.588,0.0 +804708633,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,39,3,2,2,7323.0,0,7323.0,0.518,4666,87,0.776,0.0 +716271183,Attrited Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,37,3,2,2,8924.0,0,8924.0,0.547,1720,42,0.4,0.0 +712442508,Existing Customer,52,F,4,Post-Graduate,Married,Less than $40K,Blue,37,6,3,4,1438.3,783,655.3,0.733,3464,70,0.795,0.544 +719165508,Existing Customer,48,F,3,Graduate,Married,$40K - $60K,Silver,40,5,3,4,18965.0,2262,16703.0,0.592,3066,69,0.816,0.119 +826467333,Existing Customer,57,M,1,High School,Single,$80K - $120K,Blue,53,4,1,3,7976.0,585,7391.0,0.925,4082,74,0.682,0.073 +721027083,Existing Customer,47,F,4,Post-Graduate,Single,Unknown,Blue,36,6,1,0,3054.0,1862,1192.0,0.589,3543,87,0.812,0.61 +713764458,Existing Customer,53,M,2,Graduate,Single,$120K +,Blue,36,5,2,3,10620.0,2090,8530.0,0.88,3453,68,0.838,0.197 +816261858,Attrited Customer,61,M,0,Graduate,Single,$40K - $60K,Blue,56,2,5,4,3984.0,2245,1739.0,0.612,1821,39,0.696,0.564 +710850633,Existing Customer,65,M,0,High School,Single,$40K - $60K,Blue,53,3,2,2,2507.0,1613,894.0,1.082,3325,67,0.675,0.643 +805282908,Existing Customer,43,M,5,Graduate,Unknown,$40K - $60K,Blue,38,3,3,2,7599.0,1100,6499.0,0.365,4401,71,0.651,0.145 +771246708,Existing Customer,40,M,5,Graduate,Unknown,$120K +,Blue,27,5,2,3,31954.0,2297,29657.0,0.516,4371,82,0.64,0.072 +785119833,Existing Customer,40,M,3,College,Divorced,$60K - $80K,Blue,34,3,3,3,19666.0,1180,18486.0,0.898,3391,54,0.636,0.06 +716780283,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,19,4,3,3,6628.0,1735,4893.0,0.587,4050,89,0.935,0.262 +716546283,Existing Customer,39,M,3,Graduate,Married,$60K - $80K,Blue,36,6,3,4,13049.0,943,12106.0,0.686,3944,72,0.674,0.072 +721308033,Attrited Customer,45,F,2,Post-Graduate,Single,Less than $40K,Blue,37,3,3,1,3036.0,2517,519.0,0.882,2609,42,0.615,0.829 +779270883,Existing Customer,48,M,4,High School,Married,$60K - $80K,Blue,30,6,3,3,16575.0,0,16575.0,0.76,3982,77,0.878,0.0 +822061683,Existing Customer,38,M,1,Graduate,Single,$60K - $80K,Blue,34,5,3,4,23391.0,1977,21414.0,0.558,4106,85,0.809,0.085 +710058033,Existing Customer,51,M,0,Uneducated,Divorced,$120K +,Blue,41,4,1,0,23898.0,0,23898.0,0.486,3781,66,0.61,0.0 +710678658,Existing Customer,47,F,4,Unknown,Unknown,Less than $40K,Blue,36,5,3,2,4944.0,1151,3793.0,0.801,3684,64,0.829,0.233 +712943508,Existing Customer,48,F,5,Graduate,Married,Less than $40K,Blue,36,5,3,0,6921.0,1023,5898.0,0.816,4608,79,0.927,0.148 +816263808,Existing Customer,47,M,1,Graduate,Single,$80K - $120K,Blue,31,4,1,2,18026.0,755,17271.0,0.931,2760,56,1.0,0.042 +714162033,Existing Customer,45,F,3,Post-Graduate,Divorced,Less than $40K,Blue,28,3,4,3,5216.0,1519,3697.0,0.887,3434,49,0.69,0.291 +711238908,Existing Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,54,6,5,2,7699.0,1758,5941.0,0.641,5103,62,0.771,0.228 +713971608,Existing Customer,49,M,4,Uneducated,Married,Less than $40K,Blue,39,6,1,4,7232.0,1830,5402.0,1.002,4337,71,0.543,0.253 +715193433,Existing Customer,61,F,0,High School,Single,Unknown,Blue,51,4,2,2,8476.0,0,8476.0,0.675,3889,67,0.489,0.0 +713111883,Existing Customer,51,M,1,Unknown,Married,$120K +,Blue,31,5,1,2,25837.0,1812,24025.0,0.686,3783,70,0.75,0.07 +716911608,Existing Customer,48,M,4,Graduate,Single,$80K - $120K,Blue,36,4,1,4,1536.0,1017,519.0,0.589,3816,71,0.449,0.662 +822898758,Existing Customer,44,F,5,Post-Graduate,Married,Less than $40K,Blue,40,3,3,4,4453.0,973,3480.0,0.908,3239,66,0.65,0.219 +712085733,Existing Customer,45,M,4,Graduate,Married,$120K +,Blue,36,5,2,3,34516.0,880,33636.0,0.687,3491,64,0.455,0.025 +718583133,Existing Customer,49,F,3,Graduate,Unknown,Less than $40K,Blue,39,4,2,0,4389.0,981,3408.0,0.65,3598,75,0.705,0.224 +772095858,Existing Customer,38,F,2,Graduate,Single,Unknown,Blue,27,4,2,3,13429.0,1246,12183.0,1.055,3929,66,0.737,0.093 +780074733,Existing Customer,42,F,1,Doctorate,Married,Less than $40K,Blue,27,5,3,3,1840.0,1565,275.0,0.95,4518,72,0.5,0.851 +710182383,Existing Customer,44,M,3,Uneducated,Divorced,$80K - $120K,Blue,13,4,2,3,17846.0,1568,16278.0,1.064,3626,77,0.878,0.088 +713418558,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,37,6,1,0,9013.0,0,9013.0,0.597,3819,71,0.614,0.0 +715445883,Existing Customer,40,F,2,Graduate,Married,Unknown,Blue,29,5,2,2,18862.0,2105,16757.0,0.832,4449,86,0.686,0.112 +718599108,Existing Customer,50,F,3,Graduate,Married,Unknown,Blue,39,5,3,2,3230.0,1172,2058.0,0.514,4419,64,0.73,0.363 +711546333,Existing Customer,46,M,3,Uneducated,Married,Less than $40K,Blue,38,4,3,1,7958.0,1559,6399.0,0.726,4962,72,0.714,0.196 +721513833,Existing Customer,35,M,0,High School,Divorced,$40K - $60K,Blue,36,6,3,2,5619.0,1504,4115.0,0.775,2808,72,0.6,0.268 +771669183,Existing Customer,49,M,1,Graduate,Married,$60K - $80K,Blue,37,5,1,4,4854.0,1212,3642.0,0.308,3651,70,0.556,0.25 +774760458,Attrited Customer,62,F,1,High School,Unknown,$40K - $60K,Blue,56,3,5,1,3807.0,2517,1290.0,0.506,1739,36,0.5,0.661 +713453733,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,37,6,1,3,2529.0,1654,875.0,0.528,3428,84,0.68,0.654 +804415083,Attrited Customer,45,M,3,Unknown,Married,$60K - $80K,Blue,40,3,5,3,4097.0,655,3442.0,1.084,2611,51,0.545,0.16 +711419133,Existing Customer,56,M,4,Graduate,Single,Less than $40K,Blue,36,3,2,3,3057.0,1077,1980.0,0.934,4449,77,0.878,0.352 +710691633,Existing Customer,58,F,1,High School,Married,Less than $40K,Blue,43,4,1,4,1957.0,1152,805.0,0.899,4546,78,0.5,0.589 +715008858,Existing Customer,51,F,3,Unknown,Single,Less than $40K,Blue,41,5,1,2,2941.0,655,2286.0,0.616,4099,66,0.571,0.223 +771424908,Attrited Customer,38,M,2,Unknown,Unknown,$60K - $80K,Blue,26,2,2,3,11252.0,1129,10123.0,0.462,1766,31,0.476,0.1 +771215583,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,26,6,1,4,24534.0,1475,23059.0,0.528,3505,60,0.935,0.06 +711012783,Attrited Customer,43,M,4,Graduate,Single,$120K +,Blue,36,1,3,4,33384.0,0,33384.0,0.631,2066,46,0.769,0.0 +827408058,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,6,2,2,2232.0,2002,230.0,1.107,3803,68,0.511,0.897 +713904708,Existing Customer,40,F,3,Graduate,Married,Less than $40K,Blue,36,6,1,3,7582.0,1942,5640.0,0.823,4926,85,0.635,0.256 +807596358,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,44,6,2,2,13884.0,1204,12680.0,0.575,4650,70,0.556,0.087 +708788583,Attrited Customer,64,F,1,College,Unknown,Less than $40K,Blue,56,3,1,2,6167.0,0,6167.0,0.422,1648,43,0.536,0.0 +713446083,Existing Customer,49,F,4,Uneducated,Unknown,Unknown,Blue,39,5,2,3,11545.0,1732,9813.0,0.871,3996,65,0.548,0.15 +717888108,Existing Customer,47,F,3,Doctorate,Single,$40K - $60K,Blue,35,3,3,2,2872.0,2517,355.0,0.606,3635,62,0.824,0.876 +819714408,Attrited Customer,44,F,2,Graduate,Married,Unknown,Blue,39,6,3,3,5666.0,2386,3280.0,0.564,1981,42,1.0,0.421 +716853258,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,45,5,3,2,4417.0,0,4417.0,0.904,4253,72,0.895,0.0 +719455083,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,39,4,3,4,2991.0,1508,1483.0,0.703,3734,64,0.882,0.504 +779299233,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Silver,34,3,2,2,13109.0,1375,11734.0,0.742,3563,73,0.553,0.105 +771922008,Existing Customer,57,F,2,Unknown,Single,Less than $40K,Blue,46,5,2,2,5443.0,1889,3554.0,0.421,4416,64,0.6,0.347 +708887433,Existing Customer,65,M,0,Graduate,Single,Less than $40K,Blue,56,6,1,3,2717.0,0,2717.0,0.736,3150,59,0.475,0.0 +713214558,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,41,4,3,3,2628.0,2195,433.0,0.635,3608,68,0.417,0.835 +718038483,Existing Customer,42,M,3,Uneducated,Single,$80K - $120K,Blue,35,5,1,4,16054.0,0,16054.0,0.446,3449,75,0.705,0.0 +714053358,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,31,6,3,4,3216.0,0,3216.0,0.683,4039,81,1.077,0.0 +713730933,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,36,2,3,5,1438.3,0,1438.3,0.314,1739,44,0.467,0.0 +762775908,Existing Customer,46,F,2,High School,Married,Unknown,Blue,39,3,1,2,12295.0,1292,11003.0,0.537,4177,63,0.75,0.105 +713181558,Existing Customer,55,F,2,Doctorate,Married,Unknown,Blue,47,6,1,3,5794.0,0,5794.0,0.732,4201,73,0.587,0.0 +713079108,Existing Customer,51,F,0,Graduate,Married,Less than $40K,Blue,42,5,3,2,1858.0,925,933.0,1.056,3660,72,0.6,0.498 +804426858,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,30,3,2,1,2593.0,1660,933.0,0.562,1974,33,1.062,0.64 +788379933,Existing Customer,41,M,3,Doctorate,Single,$60K - $80K,Blue,34,5,3,2,12420.0,0,12420.0,0.709,4422,70,0.628,0.0 +713740533,Existing Customer,41,M,3,Graduate,Single,$60K - $80K,Blue,29,5,3,3,2775.0,1664,1111.0,0.809,2478,52,0.926,0.6 +712235433,Attrited Customer,43,F,1,Graduate,Single,Less than $40K,Blue,36,2,3,2,2886.0,0,2886.0,0.587,2326,50,0.429,0.0 +811705233,Existing Customer,45,M,2,Unknown,Single,$40K - $60K,Blue,40,6,4,3,7037.0,0,7037.0,0.583,4099,71,0.69,0.0 +714594933,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,36,6,3,0,7065.0,990,6075.0,0.503,3758,65,0.711,0.14 +714377058,Attrited Customer,63,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,4,1896.0,0,1896.0,0.747,2186,50,0.562,0.0 +827114058,Existing Customer,46,M,4,Post-Graduate,Married,$60K - $80K,Blue,42,6,2,1,11634.0,0,11634.0,0.52,4447,74,0.574,0.0 +708654933,Attrited Customer,51,F,2,Doctorate,Married,Less than $40K,Platinum,42,3,2,3,15987.0,193,15794.0,0.435,2021,46,0.394,0.012 +720283758,Attrited Customer,44,F,2,Uneducated,Married,Unknown,Blue,36,1,3,3,13735.0,1733,12002.0,0.614,1783,43,0.654,0.126 +801994458,Existing Customer,58,M,1,Unknown,Single,$40K - $60K,Blue,52,3,2,3,3880.0,2517,1363.0,0.673,3163,65,0.97,0.649 +718834233,Existing Customer,38,F,2,College,Single,Less than $40K,Blue,21,4,1,2,6899.0,0,6899.0,0.771,3848,71,0.69,0.0 +719196858,Existing Customer,50,M,2,Graduate,Married,$60K - $80K,Blue,39,4,1,4,6508.0,2276,4232.0,1.008,4254,77,0.711,0.35 +708451233,Existing Customer,46,F,3,Graduate,Unknown,Less than $40K,Blue,36,5,3,4,5090.0,1650,3440.0,0.58,3707,72,0.44,0.324 +718735908,Attrited Customer,47,M,4,Graduate,Single,$120K +,Blue,35,3,4,3,7015.0,0,7015.0,0.456,1799,51,0.645,0.0 +789339633,Existing Customer,51,M,2,Uneducated,Divorced,$120K +,Blue,41,4,2,3,30560.0,0,30560.0,0.721,3736,55,0.719,0.0 +804833058,Attrited Customer,49,M,3,Unknown,Single,$80K - $120K,Blue,44,1,3,4,4384.0,0,4384.0,0.684,1832,49,0.581,0.0 +712542258,Existing Customer,47,F,5,Unknown,Married,Less than $40K,Blue,40,5,1,3,2950.0,2000,950.0,0.882,4742,79,0.837,0.678 +713639058,Attrited Customer,49,M,3,High School,Married,$60K - $80K,Blue,34,6,3,3,1511.0,0,1511.0,0.432,1329,35,0.591,0.0 +709560258,Attrited Customer,49,F,3,Graduate,Single,Unknown,Blue,31,2,3,4,4946.0,0,4946.0,0.54,2239,38,0.407,0.0 +718317258,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,47,3,3,3,7477.0,1960,5517.0,1.008,3618,76,0.583,0.262 +720362058,Attrited Customer,57,M,2,Uneducated,Single,$60K - $80K,Silver,49,4,3,3,32182.0,0,32182.0,0.52,1937,46,0.704,0.0 +712606158,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,42,4,1,2,5715.0,1214,4501.0,0.858,3685,63,0.658,0.212 +713162358,Existing Customer,49,F,4,Unknown,Single,$40K - $60K,Blue,36,4,3,2,9595.0,509,9086.0,0.625,4050,72,0.5,0.053 +710673558,Existing Customer,37,M,1,High School,Single,$60K - $80K,Blue,21,3,2,2,21952.0,1600,20352.0,0.878,4087,70,0.628,0.073 +710096658,Existing Customer,45,F,3,Unknown,Married,Less than $40K,Blue,39,4,3,3,2606.0,1978,628.0,0.443,2191,42,0.5,0.759 +721313808,Existing Customer,50,M,1,Doctorate,Single,$80K - $120K,Blue,41,6,1,2,2826.0,1741,1085.0,0.669,4488,73,0.825,0.616 +778924158,Existing Customer,45,F,2,High School,Single,Less than $40K,Blue,26,4,3,4,1438.3,0,1438.3,0.71,3749,77,0.604,0.0 +719602908,Attrited Customer,42,F,2,Post-Graduate,Single,$40K - $60K,Blue,34,3,3,3,5667.0,812,4855.0,0.62,2064,42,0.4,0.143 +820383558,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,40,6,2,3,6366.0,1344,5022.0,0.492,3258,58,0.758,0.211 +717953283,Existing Customer,41,M,3,Graduate,Married,$60K - $80K,Blue,31,5,2,2,2122.0,1189,933.0,0.398,4379,45,1.143,0.56 +710327508,Existing Customer,44,F,4,Uneducated,Single,Less than $40K,Blue,36,5,2,4,1687.0,1290,397.0,0.709,4247,87,0.706,0.765 +785134758,Existing Customer,41,M,2,College,Unknown,$80K - $120K,Blue,24,3,2,4,14320.0,0,14320.0,0.754,4077,77,0.791,0.0 +811970808,Existing Customer,53,F,0,Graduate,Single,Less than $40K,Blue,48,4,3,3,5972.0,1885,4087.0,0.973,3491,65,0.711,0.316 +718676283,Existing Customer,43,F,2,Uneducated,Married,Less than $40K,Blue,34,6,2,3,8771.0,1662,7109.0,0.555,3779,72,0.756,0.189 +720439533,Existing Customer,64,F,0,Uneducated,Single,Less than $40K,Blue,36,3,1,3,7112.0,1358,5754.0,0.553,4951,73,0.587,0.191 +793720908,Existing Customer,46,M,5,Uneducated,Single,$40K - $60K,Blue,40,6,2,2,7333.0,875,6458.0,0.807,3636,48,1.286,0.119 +708937608,Existing Customer,37,F,4,High School,Single,Less than $40K,Blue,18,4,1,2,2001.0,1366,635.0,0.86,4590,66,0.571,0.683 +769189083,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,40,4,2,4,1438.3,639,799.3,0.768,4427,85,0.735,0.444 +713455233,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,37,5,2,1,34516.0,1416,33100.0,0.491,4026,65,0.512,0.041 +719563158,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,36,6,3,2,4207.0,1921,2286.0,0.766,3850,75,0.562,0.457 +753118533,Existing Customer,38,F,2,Doctorate,Single,Less than $40K,Blue,31,6,3,2,1555.0,986,569.0,0.865,4686,75,0.667,0.634 +713265858,Existing Customer,44,M,3,Graduate,Married,$120K +,Blue,32,4,2,2,34516.0,1344,33172.0,0.523,4795,92,0.673,0.039 +709713033,Attrited Customer,55,M,1,College,Single,$80K - $120K,Blue,48,3,3,3,6846.0,0,6846.0,0.62,1735,35,0.522,0.0 +711608958,Existing Customer,50,M,1,Uneducated,Married,$40K - $60K,Blue,36,5,1,4,2071.0,1035,1036.0,0.754,4092,74,0.947,0.5 +708633783,Attrited Customer,43,M,3,Uneducated,Single,$80K - $120K,Blue,30,3,2,4,11336.0,0,11336.0,0.691,1809,39,0.345,0.0 +714532158,Existing Customer,55,M,1,Doctorate,Single,$60K - $80K,Blue,36,3,3,3,15221.0,1166,14055.0,0.839,3848,68,0.619,0.077 +720950283,Attrited Customer,47,M,3,High School,Married,$80K - $120K,Blue,34,3,3,3,21359.0,0,21359.0,0.551,2064,63,0.853,0.0 +809797158,Existing Customer,42,M,2,Uneducated,Single,$80K - $120K,Blue,37,3,3,4,19366.0,1592,17774.0,0.679,3627,66,1.0,0.082 +713692683,Existing Customer,41,M,2,Uneducated,Married,$60K - $80K,Blue,13,4,2,2,2243.0,1944,299.0,0.942,3216,77,0.674,0.867 +710748483,Existing Customer,56,F,1,High School,Single,Less than $40K,Blue,43,3,2,2,2923.0,1934,989.0,0.577,3861,68,0.7,0.662 +720868683,Existing Customer,50,F,4,Uneducated,Single,$40K - $60K,Blue,22,5,2,3,7853.0,1343,6510.0,0.491,1814,37,0.37,0.171 +787532808,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Silver,30,6,3,3,16386.0,2236,14150.0,1.004,3293,66,0.833,0.136 +709453833,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,40,3,2,2,11164.0,859,10305.0,0.915,4227,67,0.634,0.077 +712114458,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,31,6,3,3,2960.0,1835,1125.0,0.532,3941,64,0.455,0.62 +811013658,Existing Customer,41,M,2,High School,Married,$120K +,Blue,36,4,3,2,10816.0,871,9945.0,0.606,3221,68,0.581,0.081 +789180933,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,26,3,1,2,2917.0,2216,701.0,0.81,4524,67,0.489,0.76 +717151383,Existing Customer,44,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,3,2568.0,1603,965.0,0.432,3616,85,0.545,0.624 +712470033,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,30,6,3,3,4539.0,2053,2486.0,0.705,2960,67,0.861,0.452 +717840108,Attrited Customer,48,M,4,Unknown,Married,$80K - $120K,Blue,41,2,3,6,4806.0,1357,3449.0,0.573,1771,35,0.346,0.282 +709131033,Existing Customer,65,F,0,Graduate,Unknown,Unknown,Blue,36,3,3,4,2025.0,1701,324.0,0.628,4056,71,0.578,0.84 +721506708,Existing Customer,54,M,1,Uneducated,Unknown,$80K - $120K,Blue,46,4,1,4,6249.0,2517,3732.0,0.751,3988,68,0.789,0.403 +716039433,Existing Customer,48,F,2,High School,Single,Less than $40K,Blue,35,4,6,1,1686.0,1271,415.0,1.087,3445,64,0.73,0.754 +710874933,Existing Customer,41,M,1,Graduate,Married,$80K - $120K,Blue,31,5,3,4,10239.0,2224,8015.0,0.545,2149,40,1.105,0.217 +794682483,Existing Customer,43,F,3,Post-Graduate,Unknown,Less than $40K,Blue,23,5,3,3,4284.0,1094,3190.0,0.63,3095,64,0.524,0.255 +709229358,Existing Customer,46,F,5,Uneducated,Single,Less than $40K,Blue,38,6,1,4,2601.0,1604,997.0,0.853,4835,80,0.702,0.617 +772177308,Existing Customer,47,F,2,Unknown,Unknown,Less than $40K,Blue,36,4,2,2,1738.0,0,1738.0,1.124,2572,62,0.938,0.0 +715016508,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,36,1,3,4,4527.0,0,4527.0,0.801,2441,37,0.37,0.0 +716071233,Existing Customer,42,M,0,High School,Unknown,$80K - $120K,Silver,35,5,2,3,34516.0,1934,32582.0,0.626,4613,73,0.553,0.056 +818308533,Existing Customer,47,M,5,Post-Graduate,Married,Less than $40K,Blue,41,4,2,1,3532.0,0,3532.0,0.82,3162,56,0.6,0.0 +711000933,Existing Customer,50,F,2,Graduate,Single,Unknown,Blue,41,5,2,4,4846.0,2490,2356.0,0.788,3724,61,0.605,0.514 +760104333,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Silver,36,6,2,2,11392.0,0,11392.0,0.821,3246,63,0.703,0.0 +718201383,Existing Customer,49,M,1,College,Married,$60K - $80K,Blue,43,6,3,4,22036.0,1560,20476.0,0.555,2139,48,0.714,0.071 +779450958,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,25,5,3,2,2772.0,1782,990.0,0.718,4739,88,0.796,0.643 +717990183,Existing Customer,52,M,4,Uneducated,Married,$80K - $120K,Blue,36,5,2,2,7474.0,2444,5030.0,0.619,5100,79,0.717,0.327 +721252683,Existing Customer,40,M,5,Unknown,Married,$80K - $120K,Blue,33,4,2,4,34516.0,1501,33015.0,0.813,3368,64,0.641,0.043 +710505483,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,11117.0,0,11117.0,0.814,3099,69,0.816,0.0 +711587433,Existing Customer,47,F,4,Graduate,Married,Unknown,Blue,33,6,3,1,10714.0,2407,8307.0,0.378,4328,71,0.543,0.225 +720964683,Existing Customer,60,M,0,High School,Single,$40K - $60K,Blue,36,5,3,2,5420.0,0,5420.0,0.81,3477,60,0.622,0.0 +711478233,Existing Customer,38,F,1,Post-Graduate,Single,Less than $40K,Blue,26,4,1,3,2652.0,2496,156.0,0.561,3691,58,1.071,0.941 +717096858,Existing Customer,51,M,2,Doctorate,Single,$40K - $60K,Blue,40,4,3,3,6492.0,719,5773.0,0.711,4828,78,0.529,0.111 +719739108,Existing Customer,62,F,0,Graduate,Divorced,$40K - $60K,Blue,50,3,2,4,11352.0,2517,8835.0,0.751,4021,56,0.806,0.222 +717432933,Existing Customer,52,F,5,Unknown,Single,Unknown,Blue,36,3,1,3,3167.0,1387,1780.0,0.899,4587,76,0.551,0.438 +721501308,Existing Customer,41,M,3,High School,Single,Less than $40K,Blue,33,6,3,1,7015.0,918,6097.0,0.957,4410,70,0.591,0.131 +714169083,Existing Customer,48,M,4,Post-Graduate,Single,$120K +,Blue,38,5,2,0,34516.0,1639,32877.0,0.688,4959,74,0.805,0.047 +710194683,Existing Customer,43,M,3,Graduate,Unknown,$80K - $120K,Blue,30,3,1,4,3244.0,2260,984.0,0.711,2313,39,0.857,0.697 +715365183,Existing Customer,51,F,1,College,Married,Less than $40K,Blue,42,4,2,2,2431.0,0,2431.0,0.886,3323,65,1.097,0.0 +715448058,Existing Customer,42,F,1,College,Married,Less than $40K,Blue,36,6,4,1,3050.0,1824,1226.0,0.771,1973,50,1.381,0.598 +779008158,Existing Customer,54,F,4,Graduate,Single,Less than $40K,Blue,43,3,1,4,2191.0,1655,536.0,1.008,4961,71,0.821,0.755 +712822758,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,33,6,3,3,5677.0,1403,4274.0,0.951,2730,58,0.758,0.247 +717466158,Existing Customer,48,F,2,Doctorate,Married,Less than $40K,Blue,40,3,4,3,4176.0,1248,2928.0,0.434,4889,62,0.632,0.299 +798687258,Existing Customer,40,M,4,Graduate,Married,Less than $40K,Blue,34,3,1,2,2577.0,1812,765.0,0.666,4134,62,0.824,0.703 +717380133,Existing Customer,65,M,0,High School,Single,$40K - $60K,Blue,36,6,4,1,3305.0,1909,1396.0,0.371,4218,72,0.636,0.578 +709693833,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Blue,34,6,3,0,9261.0,1605,7656.0,0.571,2468,44,0.419,0.173 +804847308,Existing Customer,64,F,0,Graduate,Single,$40K - $60K,Blue,56,6,2,1,1564.0,0,1564.0,0.516,4018,69,0.605,0.0 +716321583,Existing Customer,50,F,3,Unknown,Single,$40K - $60K,Blue,36,5,3,3,12740.0,1173,11567.0,1.04,3441,55,0.719,0.092 +712685733,Existing Customer,57,F,3,Unknown,Single,Unknown,Silver,36,6,3,2,34516.0,1698,32818.0,0.823,3498,68,0.619,0.049 +781306758,Attrited Customer,58,M,2,Uneducated,Single,$80K - $120K,Blue,52,1,2,4,3091.0,2517,574.0,0.602,1844,49,0.633,0.814 +743912958,Existing Customer,39,F,1,Graduate,Single,$40K - $60K,Blue,32,3,3,1,3812.0,1103,2709.0,0.757,4080,65,0.625,0.289 +712294083,Attrited Customer,54,F,2,High School,Single,Unknown,Blue,44,4,3,4,3778.0,0,3778.0,0.739,2367,45,0.452,0.0 +716630508,Existing Customer,58,M,3,High School,Married,$120K +,Blue,50,6,2,4,12698.0,2361,10337.0,0.799,4425,75,0.63,0.186 +711334983,Attrited Customer,41,F,3,High School,Married,Unknown,Blue,32,1,2,4,26229.0,0,26229.0,0.504,2077,46,0.643,0.0 +717442758,Existing Customer,51,F,4,High School,Married,$40K - $60K,Blue,43,5,3,2,8346.0,1452,6894.0,1.194,4141,79,0.612,0.174 +709137558,Existing Customer,52,M,0,Uneducated,Unknown,$80K - $120K,Blue,36,6,4,4,5395.0,2084,3311.0,0.798,4689,69,0.725,0.386 +714366708,Existing Customer,58,M,2,Unknown,Divorced,$60K - $80K,Blue,36,6,1,1,1490.0,1069,421.0,0.84,3790,85,0.889,0.717 +711925608,Existing Customer,42,M,4,Graduate,Divorced,$80K - $120K,Blue,35,3,2,2,18274.0,1623,16651.0,0.681,3886,81,0.8,0.089 +721202058,Existing Customer,62,F,0,High School,Unknown,$40K - $60K,Blue,49,4,1,1,4409.0,785,3624.0,0.838,4160,61,0.649,0.178 +716931183,Existing Customer,45,M,5,Uneducated,Single,$80K - $120K,Blue,38,3,4,4,7560.0,788,6772.0,1.193,4296,68,0.7,0.104 +800164083,Existing Customer,53,M,1,Uneducated,Unknown,$120K +,Blue,47,4,2,2,20783.0,1257,19526.0,0.724,3819,76,0.617,0.06 +719682183,Existing Customer,53,F,2,Unknown,Single,$40K - $60K,Blue,43,3,4,4,6188.0,2517,3671.0,0.713,1997,43,1.048,0.407 +710984133,Existing Customer,50,M,3,Uneducated,Single,$120K +,Blue,36,5,3,4,27876.0,557,27319.0,0.768,4654,88,0.66,0.02 +780307233,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,30,5,2,3,1924.0,1471,453.0,1.485,3521,58,1.0,0.765 +716434533,Attrited Customer,40,M,3,High School,Married,$80K - $120K,Blue,36,2,3,4,29149.0,0,29149.0,0.615,2106,56,0.697,0.0 +828215508,Attrited Customer,55,F,2,Graduate,Unknown,Less than $40K,Blue,50,4,4,3,1438.3,0,1438.3,0.639,1785,33,0.32,0.0 +716138958,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,33,6,4,4,3160.0,1180,1980.0,1.0,3740,68,0.7,0.373 +709276908,Existing Customer,38,F,2,High School,Single,$40K - $60K,Blue,25,6,2,3,1438.3,0,1438.3,0.783,3990,75,0.596,0.0 +815767983,Existing Customer,45,M,0,Graduate,Married,$60K - $80K,Blue,40,4,3,3,1438.3,0,1438.3,0.555,4869,66,0.737,0.0 +712812408,Attrited Customer,40,F,3,Unknown,Married,Less than $40K,Blue,28,2,3,3,1535.0,0,1535.0,0.544,1921,41,0.464,0.0 +712403358,Existing Customer,55,F,2,College,Single,$40K - $60K,Blue,35,4,4,4,1438.3,696,742.3,0.888,4307,76,0.9,0.484 +717826308,Existing Customer,49,F,5,Uneducated,Married,Less than $40K,Blue,36,6,2,4,2331.0,1798,533.0,0.847,4061,66,0.692,0.771 +753443583,Existing Customer,43,F,1,High School,Single,$40K - $60K,Blue,36,5,2,1,8156.0,0,8156.0,0.663,3992,73,0.553,0.0 +721428333,Existing Customer,47,F,3,Unknown,Unknown,Less than $40K,Blue,34,4,2,1,8109.0,541,7568.0,0.958,3609,77,0.604,0.067 +719910333,Existing Customer,43,F,3,Unknown,Unknown,Less than $40K,Blue,36,4,4,2,5853.0,1190,4663.0,0.936,3595,80,0.667,0.203 +713585958,Attrited Customer,48,F,4,College,Married,Less than $40K,Blue,36,2,3,2,5997.0,0,5997.0,0.406,1457,42,0.5,0.0 +712866933,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,32,6,3,4,10824.0,0,10824.0,0.962,3700,73,0.738,0.0 +719219883,Existing Customer,47,M,2,Uneducated,Married,$60K - $80K,Blue,36,4,1,2,9300.0,769,8531.0,0.68,3651,67,0.718,0.083 +779170008,Existing Customer,51,F,2,High School,Single,$40K - $60K,Blue,32,4,1,2,5351.0,0,5351.0,0.763,4596,78,0.5,0.0 +779727558,Existing Customer,49,F,4,College,Single,Less than $40K,Blue,33,4,2,3,2097.0,1250,847.0,0.699,4148,71,0.543,0.596 +714373308,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,46,6,4,4,2266.0,0,2266.0,0.565,3634,66,0.65,0.0 +715000383,Existing Customer,55,M,3,Uneducated,Single,$80K - $120K,Blue,46,4,2,3,13598.0,852,12746.0,0.785,4047,76,0.81,0.063 +710493558,Attrited Customer,46,F,1,Post-Graduate,Married,$40K - $60K,Blue,38,3,2,2,1803.0,0,1803.0,0.415,1979,37,0.321,0.0 +778839108,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,31,3,1,4,6292.0,0,6292.0,0.515,3687,74,0.644,0.0 +715548183,Existing Customer,65,M,1,Graduate,Single,Unknown,Blue,56,4,3,3,23566.0,1670,21896.0,0.735,3129,79,0.837,0.071 +712545183,Existing Customer,51,F,4,Uneducated,Single,Less than $40K,Blue,37,4,4,2,1765.0,1487,278.0,0.738,3333,66,1.0,0.842 +779032308,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,27,4,2,3,4964.0,2316,2648.0,0.793,3279,66,0.941,0.467 +721500108,Existing Customer,42,M,1,Graduate,Unknown,$60K - $80K,Blue,32,5,3,2,3741.0,0,3741.0,0.959,4402,55,0.833,0.0 +713389233,Existing Customer,49,F,3,High School,Single,Unknown,Silver,36,3,2,2,31631.0,0,31631.0,0.632,3418,58,0.758,0.0 +718811058,Existing Customer,40,M,3,Unknown,Married,$80K - $120K,Blue,36,6,2,2,5014.0,1887,3127.0,0.806,4391,66,0.571,0.376 +717084708,Existing Customer,45,F,4,High School,Married,Less than $40K,Blue,34,6,4,1,2484.0,1543,941.0,0.703,3802,68,0.447,0.621 +778247358,Existing Customer,65,M,1,Graduate,Single,Less than $40K,Blue,56,5,3,2,7636.0,0,7636.0,0.801,3880,67,0.811,0.0 +710702733,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,35,6,3,3,11096.0,0,11096.0,0.881,3949,69,0.683,0.0 +815240358,Existing Customer,47,F,3,Uneducated,Married,Unknown,Blue,42,4,1,4,25027.0,1501,23526.0,1.063,3357,62,0.771,0.06 +715165758,Existing Customer,44,M,3,Post-Graduate,Married,$120K +,Blue,35,3,4,1,27391.0,587,26804.0,0.821,2862,56,1.24,0.021 +827964858,Attrited Customer,58,F,1,Uneducated,Divorced,Unknown,Blue,54,3,5,3,3266.0,859,2407.0,0.74,2151,46,0.438,0.263 +773667708,Attrited Customer,50,M,1,Graduate,Divorced,$60K - $80K,Blue,44,3,4,3,7050.0,1008,6042.0,0.639,2176,39,0.56,0.143 +717400533,Existing Customer,54,F,0,High School,Married,Less than $40K,Blue,45,5,2,2,2704.0,789,1915.0,1.039,4839,92,0.769,0.292 +713586858,Existing Customer,40,M,3,Uneducated,Divorced,$80K - $120K,Blue,25,4,3,4,11721.0,1175,10546.0,0.779,4187,73,0.825,0.1 +711393483,Existing Customer,49,F,4,Unknown,Divorced,Less than $40K,Blue,36,4,3,1,2432.0,0,2432.0,1.293,4340,76,0.767,0.0 +812979408,Attrited Customer,39,F,0,Unknown,Married,$40K - $60K,Silver,34,3,0,3,15142.0,0,15142.0,0.761,2458,41,0.577,0.0 +711877458,Existing Customer,51,F,3,College,Married,Less than $40K,Blue,36,6,2,2,1936.0,0,1936.0,0.705,4072,72,0.756,0.0 +714351558,Existing Customer,64,F,0,Uneducated,Single,Less than $40K,Blue,36,3,2,1,1829.0,0,1829.0,0.576,3950,65,0.548,0.0 +828343083,Existing Customer,43,F,4,High School,Unknown,Less than $40K,Blue,39,3,3,3,2786.0,1793,993.0,0.803,3646,68,0.659,0.644 +790002783,Existing Customer,38,F,2,Graduate,Single,Unknown,Blue,30,4,1,4,19595.0,610,18985.0,0.582,4079,65,0.585,0.031 +708615183,Existing Customer,44,M,2,Unknown,Married,$60K - $80K,Blue,34,4,4,4,3828.0,1146,2682.0,0.681,4558,90,0.636,0.299 +718509858,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,37,3,1,4,4786.0,0,4786.0,0.789,4347,69,0.683,0.0 +718540308,Existing Customer,44,M,2,High School,Single,$80K - $120K,Blue,36,5,3,0,22143.0,730,21413.0,0.871,4263,62,0.632,0.033 +778180158,Existing Customer,44,M,4,Doctorate,Divorced,$80K - $120K,Blue,34,5,1,4,7150.0,1887,5263.0,0.455,3636,69,0.643,0.264 +778242708,Existing Customer,63,M,1,Unknown,Single,$60K - $80K,Silver,53,5,4,4,25502.0,1450,24052.0,0.797,4323,81,0.688,0.057 +806947308,Attrited Customer,40,M,4,Post-Graduate,Married,$60K - $80K,Blue,35,3,4,3,20178.0,1553,18625.0,0.324,1735,44,0.375,0.077 +714899283,Existing Customer,46,F,2,Unknown,Married,Less than $40K,Blue,36,5,2,3,5258.0,1994,3264.0,0.725,3972,73,0.587,0.379 +708386958,Attrited Customer,47,F,3,Unknown,Married,Less than $40K,Blue,34,3,3,2,1561.0,0,1561.0,0.502,1947,28,0.556,0.0 +710986758,Existing Customer,43,M,3,High School,Single,$60K - $80K,Blue,30,6,2,4,11550.0,1505,10045.0,1.034,3891,76,0.9,0.13 +718220358,Attrited Customer,58,M,1,Graduate,Single,$120K +,Blue,36,2,3,4,28618.0,0,28618.0,0.685,1712,41,0.414,0.0 +710568333,Existing Customer,47,M,4,College,Unknown,$60K - $80K,Blue,35,4,2,3,6623.0,1823,4800.0,0.811,2293,47,0.567,0.275 +712656783,Attrited Customer,49,M,1,Graduate,Single,$120K +,Blue,36,3,4,3,8136.0,2517,5619.0,0.674,2179,40,0.429,0.309 +717483558,Existing Customer,42,M,3,High School,Married,$120K +,Blue,36,3,1,2,19156.0,1353,17803.0,1.41,3547,61,0.649,0.071 +721440633,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,36,5,2,3,7982.0,897,7085.0,0.778,4387,71,0.511,0.112 +738899658,Attrited Customer,45,F,2,Graduate,Single,Unknown,Blue,38,6,2,3,3120.0,2517,603.0,0.736,2468,43,0.536,0.807 +711423558,Existing Customer,60,F,1,Post-Graduate,Single,$40K - $60K,Blue,50,4,1,2,4606.0,0,4606.0,0.857,4181,63,1.032,0.0 +721522533,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,35,6,3,2,2005.0,1143,862.0,0.824,4311,70,0.591,0.57 +708558408,Existing Customer,50,M,3,High School,Single,$40K - $60K,Blue,31,5,3,3,9949.0,1597,8352.0,0.659,3776,83,0.596,0.161 +714727833,Attrited Customer,41,F,2,Uneducated,Single,Less than $40K,Blue,36,2,2,3,2892.0,2517,375.0,0.777,2257,48,0.714,0.87 +714365883,Existing Customer,51,F,4,Uneducated,Unknown,Less than $40K,Blue,40,3,3,4,7093.0,918,6175.0,0.56,3877,75,0.744,0.129 +715856208,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Blue,36,5,4,3,1896.0,1119,777.0,0.671,4028,76,0.767,0.59 +708944958,Existing Customer,47,M,2,Uneducated,Single,$60K - $80K,Blue,40,5,2,4,3569.0,1030,2539.0,1.09,4612,75,0.923,0.289 +771516333,Existing Customer,41,F,2,Graduate,Unknown,$40K - $60K,Blue,29,6,2,3,4663.0,0,4663.0,0.892,3831,81,0.761,0.0 +772051308,Existing Customer,55,F,3,Graduate,Single,Unknown,Blue,44,6,6,3,2553.0,1823,730.0,0.574,3853,69,0.683,0.714 +788350908,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,31,3,1,3,5362.0,1110,4252.0,0.651,3548,69,0.5,0.207 +818322033,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,6,6,4,2873.0,1247,1626.0,0.889,3943,80,0.702,0.434 +716288958,Existing Customer,40,M,2,College,Married,$80K - $120K,Blue,36,3,4,3,7840.0,0,7840.0,0.726,4062,71,0.578,0.0 +712347258,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,35,3,3,2,2209.0,0,2209.0,0.749,4419,68,0.619,0.0 +779072733,Existing Customer,36,F,2,College,Married,Less than $40K,Blue,17,5,2,2,1971.0,0,1971.0,0.613,4979,77,0.571,0.0 +710003958,Existing Customer,48,F,5,Post-Graduate,Married,Less than $40K,Blue,40,3,3,3,1438.3,665,773.3,0.75,4100,84,0.615,0.462 +715287708,Existing Customer,41,F,4,Graduate,Married,$40K - $60K,Blue,33,6,3,2,6230.0,1173,5057.0,0.607,3769,77,0.54,0.188 +708774708,Existing Customer,47,F,4,Graduate,Unknown,$40K - $60K,Blue,29,6,1,3,2636.0,1589,1047.0,0.864,3858,70,0.522,0.603 +713535033,Existing Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,3,3,2,22243.0,1377,20866.0,0.567,3200,91,0.717,0.062 +719314683,Existing Customer,50,F,2,Unknown,Divorced,Less than $40K,Blue,36,3,2,4,2855.0,527,2328.0,0.678,3645,69,0.605,0.185 +789293358,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,35,3,3,4,7578.0,1794,5784.0,0.62,5328,78,0.625,0.237 +787638408,Existing Customer,47,F,1,High School,Single,Unknown,Blue,40,5,4,4,8440.0,2087,6353.0,0.804,4161,74,0.644,0.247 +715974783,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,40,4,3,3,4186.0,0,4186.0,0.888,4590,69,0.816,0.0 +716134533,Existing Customer,44,M,4,College,Single,$80K - $120K,Blue,34,4,4,3,22074.0,0,22074.0,1.199,4406,80,0.739,0.0 +708834483,Attrited Customer,46,M,2,Doctorate,Married,$80K - $120K,Blue,29,1,2,5,17667.0,0,17667.0,0.569,1775,42,0.556,0.0 +780168333,Existing Customer,39,M,4,Graduate,Married,$120K +,Blue,28,3,2,3,26548.0,1829,24719.0,0.685,3450,83,1.024,0.069 +711557508,Existing Customer,51,M,2,Graduate,Single,$60K - $80K,Blue,40,4,3,0,3532.0,764,2768.0,0.681,4066,74,0.574,0.216 +772506858,Existing Customer,45,F,4,High School,Single,Unknown,Blue,35,3,4,2,8795.0,2517,6278.0,0.625,4552,81,0.588,0.286 +765692658,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,42,4,3,4,2162.0,1882,280.0,0.934,3825,70,0.75,0.87 +720598308,Attrited Customer,47,M,4,Uneducated,Single,$120K +,Blue,37,3,2,6,34516.0,1126,33390.0,0.575,1736,35,0.4,0.033 +709912683,Existing Customer,53,F,4,Graduate,Single,Unknown,Gold,41,5,1,2,34516.0,2374,32142.0,0.81,4390,77,0.604,0.069 +815353083,Attrited Customer,44,M,1,College,Divorced,$80K - $120K,Silver,39,2,3,2,34516.0,2361,32155.0,0.529,1853,36,0.385,0.068 +720093333,Existing Customer,41,M,3,Post-Graduate,Divorced,$120K +,Blue,29,6,1,3,3491.0,2506,985.0,0.873,4855,79,0.58,0.718 +717281658,Existing Customer,52,F,3,Graduate,Divorced,Less than $40K,Blue,41,3,3,4,6060.0,1687,4373.0,0.563,3953,65,0.711,0.278 +765731433,Existing Customer,48,F,3,Graduate,Divorced,Unknown,Blue,41,3,4,3,7860.0,0,7860.0,0.598,3512,76,0.617,0.0 +712050933,Attrited Customer,48,M,4,College,Married,$80K - $120K,Blue,32,5,2,3,25190.0,0,25190.0,0.467,1533,41,0.323,0.0 +787361583,Existing Customer,50,M,4,College,Divorced,$60K - $80K,Blue,44,4,2,3,13911.0,2160,11751.0,0.73,2204,60,0.667,0.155 +709921158,Existing Customer,51,M,1,High School,Single,$60K - $80K,Blue,36,6,4,4,2281.0,1751,530.0,0.761,4241,76,0.854,0.768 +714781908,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,35,3,3,2,5652.0,548,5104.0,0.647,3710,70,0.458,0.097 +717592758,Attrited Customer,44,F,3,Unknown,Single,Less than $40K,Blue,36,3,2,2,1606.0,1578,28.0,0.85,2418,44,0.467,0.983 +821339433,Existing Customer,45,F,3,Graduate,Married,Unknown,Blue,41,5,4,2,2777.0,2118,659.0,1.036,4442,64,0.829,0.763 +715174983,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,36,4,4,4,2223.0,597,1626.0,0.572,3331,67,0.675,0.269 +710863308,Existing Customer,48,M,4,Post-Graduate,Married,$40K - $60K,Blue,29,6,1,2,2916.0,1074,1842.0,0.774,4020,84,0.68,0.368 +806824908,Existing Customer,45,M,2,Unknown,Married,$120K +,Blue,40,4,4,4,16476.0,1374,15102.0,0.459,4717,71,0.69,0.083 +710592933,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,30,3,2,3,9598.0,1092,8506.0,0.6,2216,54,0.588,0.114 +771881283,Existing Customer,42,M,1,Uneducated,Divorced,$60K - $80K,Blue,30,3,2,2,18570.0,1892,16678.0,0.748,4036,78,0.773,0.102 +708687483,Attrited Customer,54,F,4,Graduate,Single,Less than $40K,Silver,36,3,2,3,13626.0,0,13626.0,0.411,1711,30,0.25,0.0 +719147208,Existing Customer,29,F,2,Unknown,Single,Less than $40K,Blue,21,4,3,2,2298.0,0,2298.0,0.776,4814,88,0.63,0.0 +709607733,Existing Customer,40,F,3,College,Married,Unknown,Blue,36,4,2,4,9191.0,1666,7525.0,0.815,4275,83,0.766,0.181 +713184858,Existing Customer,58,F,2,High School,Single,Less than $40K,Blue,50,4,3,4,1438.3,818,620.3,0.917,4196,71,1.088,0.569 +719929758,Existing Customer,50,F,1,Doctorate,Married,Unknown,Blue,37,6,4,3,4181.0,0,4181.0,0.912,3057,54,0.688,0.0 +759127158,Existing Customer,48,M,3,College,Married,$40K - $60K,Blue,35,3,1,3,2592.0,0,2592.0,0.767,4177,85,0.771,0.0 +780717483,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,40,6,3,3,7540.0,773,6767.0,0.688,4755,58,0.706,0.103 +708507483,Existing Customer,43,F,3,College,Divorced,Less than $40K,Blue,31,6,4,3,1477.0,0,1477.0,0.756,4802,82,0.864,0.0 +787617483,Existing Customer,58,F,0,Uneducated,Single,Less than $40K,Blue,48,6,2,4,2628.0,1542,1086.0,0.93,4335,76,0.727,0.587 +816608808,Existing Customer,46,M,1,Graduate,Single,$80K - $120K,Blue,41,4,2,3,8916.0,0,8916.0,0.631,2773,62,0.676,0.0 +716727258,Existing Customer,52,F,1,Post-Graduate,Married,Unknown,Blue,42,5,1,2,1481.0,0,1481.0,0.698,4435,67,0.718,0.0 +813890883,Existing Customer,44,F,1,Uneducated,Unknown,Less than $40K,Blue,39,4,2,1,1555.0,0,1555.0,0.583,3811,65,0.711,0.0 +768256908,Attrited Customer,45,M,3,Uneducated,Married,Less than $40K,Blue,39,3,3,4,8580.0,1636,6944.0,0.393,1880,37,0.233,0.191 +811095483,Existing Customer,48,F,4,Graduate,Married,$40K - $60K,Silver,43,3,1,0,21163.0,2517,18646.0,0.569,1732,35,0.458,0.119 +720168558,Existing Customer,39,F,0,Graduate,Married,Less than $40K,Blue,36,3,3,3,2936.0,0,2936.0,0.842,4876,74,0.542,0.0 +719309133,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,51,3,3,4,1438.3,0,1438.3,0.798,3877,70,0.556,0.0 +721451208,Attrited Customer,54,M,2,Graduate,Single,$60K - $80K,Silver,45,2,3,2,30540.0,0,30540.0,0.602,1980,36,0.8,0.0 +772879158,Existing Customer,47,M,5,High School,Married,$60K - $80K,Blue,38,4,1,2,7357.0,1069,6288.0,0.77,3943,64,0.641,0.145 +712934583,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Silver,36,6,3,0,11879.0,0,11879.0,0.735,3490,62,0.938,0.0 +710088483,Existing Customer,52,M,3,Uneducated,Married,$80K - $120K,Blue,40,4,1,3,21877.0,1073,20804.0,0.908,3283,56,1.0,0.049 +753534633,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,35,4,3,3,7255.0,0,7255.0,0.9,3148,62,0.824,0.0 +710932683,Existing Customer,55,F,2,High School,Single,Less than $40K,Blue,36,2,1,2,6394.0,0,6394.0,0.656,3470,69,0.917,0.0 +714751158,Attrited Customer,49,M,2,High School,Divorced,$80K - $120K,Blue,36,4,2,4,34516.0,2517,31999.0,0.376,1789,48,0.455,0.073 +718109808,Existing Customer,38,M,5,College,Single,$60K - $80K,Blue,25,4,3,0,5597.0,1118,4479.0,0.753,4599,89,0.648,0.2 +713227233,Existing Customer,42,M,4,Graduate,Single,$80K - $120K,Blue,33,4,2,2,32535.0,0,32535.0,0.792,4374,79,0.795,0.0 +718342158,Attrited Customer,38,F,4,Graduate,Single,Less than $40K,Blue,26,2,2,2,4391.0,1933,2458.0,0.579,1849,36,0.385,0.44 +804606033,Existing Customer,46,M,4,High School,Unknown,$40K - $60K,Blue,41,6,1,2,8738.0,1172,7566.0,0.65,3121,60,0.395,0.134 +720755658,Existing Customer,42,F,2,Doctorate,Married,Less than $40K,Blue,32,6,6,0,1592.0,0,1592.0,0.745,4172,70,0.75,0.0 +711795633,Existing Customer,65,M,0,Doctorate,Single,Less than $40K,Blue,52,3,3,4,3675.0,0,3675.0,0.664,3798,53,0.472,0.0 +716654808,Attrited Customer,48,M,4,High School,Single,$120K +,Blue,39,3,4,4,24593.0,0,24593.0,0.777,2084,31,0.55,0.0 +817616433,Existing Customer,55,F,2,College,Unknown,Unknown,Blue,41,6,2,2,7613.0,0,7613.0,0.68,4268,69,0.725,0.0 +716390958,Attrited Customer,45,M,4,Unknown,Married,$120K +,Blue,31,1,4,3,26107.0,0,26107.0,0.55,1697,47,0.424,0.0 +716564433,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,4,4287.0,0,4287.0,0.294,1635,41,0.242,0.0 +719530158,Existing Customer,57,M,1,Graduate,Single,$60K - $80K,Blue,44,3,3,2,9843.0,1273,8570.0,0.563,3677,66,0.571,0.129 +710621283,Existing Customer,50,M,2,High School,Married,$60K - $80K,Blue,32,3,1,3,10733.0,783,9950.0,0.732,3910,66,0.65,0.073 +716714733,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,30,3,2,0,3460.0,955,2505.0,0.644,3642,69,0.769,0.276 +720921408,Existing Customer,46,F,2,College,Single,Less than $40K,Blue,36,6,1,4,1996.0,1544,452.0,0.919,3760,69,0.683,0.774 +789185508,Existing Customer,49,M,2,High School,Married,$60K - $80K,Blue,38,5,2,1,5536.0,756,4780.0,0.635,3918,70,0.628,0.137 +807014583,Existing Customer,31,F,0,Graduate,Divorced,Unknown,Blue,26,3,3,3,1469.0,0,1469.0,0.915,4331,89,0.935,0.0 +721388283,Existing Customer,54,M,2,Post-Graduate,Single,$120K +,Blue,45,3,1,4,5597.0,0,5597.0,0.596,4844,58,0.871,0.0 +716022258,Attrited Customer,51,F,3,College,Single,Less than $40K,Blue,36,3,3,3,8960.0,2222,6738.0,0.382,1853,40,0.333,0.248 +789362058,Existing Customer,52,M,4,Uneducated,Married,$60K - $80K,Blue,42,3,2,0,5693.0,0,5693.0,0.928,4003,64,0.684,0.0 +771460158,Existing Customer,43,M,3,Graduate,Single,Less than $40K,Blue,31,3,1,2,4098.0,1776,2322.0,0.673,3939,84,0.647,0.433 +714147858,Existing Customer,44,M,3,High School,Single,$80K - $120K,Blue,35,3,3,4,18358.0,1044,17314.0,0.524,3920,85,0.491,0.057 +708394908,Existing Customer,44,M,0,High School,Single,$40K - $60K,Blue,33,5,1,3,2337.0,1442,895.0,0.659,3945,65,0.548,0.617 +778433283,Attrited Customer,51,M,3,High School,Married,$60K - $80K,Blue,31,3,3,3,8989.0,0,8989.0,0.47,2031,53,1.038,0.0 +720637008,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,43,6,2,3,2124.0,1426,698.0,0.966,3210,52,0.733,0.671 +716877258,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,48,4,3,2,3968.0,1374,2594.0,0.703,4641,65,0.711,0.346 +812973708,Existing Customer,42,M,3,High School,Unknown,$40K - $60K,Blue,37,6,2,4,2793.0,1661,1132.0,1.117,3247,69,0.865,0.595 +788760633,Existing Customer,53,M,3,Uneducated,Divorced,$60K - $80K,Blue,33,4,2,2,13513.0,1495,12018.0,0.505,3503,68,0.511,0.111 +718602708,Existing Customer,43,M,3,Graduate,Single,$80K - $120K,Blue,33,3,3,2,16351.0,1541,14810.0,0.763,3475,82,0.673,0.094 +712365483,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,43,5,2,4,9619.0,1731,7888.0,0.712,3690,76,0.52,0.18 +789154833,Existing Customer,56,M,3,High School,Single,$80K - $120K,Blue,44,5,2,0,19030.0,912,18118.0,0.894,4137,72,0.532,0.048 +715849983,Existing Customer,44,F,4,Unknown,Married,Less than $40K,Blue,36,4,1,4,2107.0,0,2107.0,0.975,4007,82,0.952,0.0 +780336258,Existing Customer,55,F,1,Graduate,Single,Less than $40K,Blue,42,6,3,2,2517.0,1257,1260.0,0.834,4528,75,0.786,0.499 +716567433,Existing Customer,41,F,4,Graduate,Married,$40K - $60K,Blue,36,3,2,3,3179.0,1229,1950.0,0.781,4337,82,1.05,0.387 +713057658,Existing Customer,48,F,3,Unknown,Divorced,Less than $40K,Blue,36,5,1,4,3968.0,935,3033.0,0.649,4128,72,0.674,0.236 +718191483,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,35,6,3,2,5065.0,1362,3703.0,0.68,3555,75,0.471,0.269 +811527933,Attrited Customer,65,F,0,College,Single,Less than $40K,Silver,56,3,4,3,10885.0,1758,9127.0,0.8,2291,39,0.773,0.162 +778617708,Attrited Customer,46,M,3,College,Married,$80K - $120K,Blue,26,6,2,3,1438.3,864,574.3,0.766,2299,40,0.481,0.601 +785055108,Existing Customer,52,M,0,Graduate,Single,$60K - $80K,Blue,46,4,2,4,10817.0,1142,9675.0,0.722,3889,60,0.818,0.106 +822961533,Existing Customer,65,F,0,College,Divorced,Unknown,Blue,56,5,2,3,13666.0,0,13666.0,0.808,3998,70,1.0,0.0 +709124883,Existing Customer,49,M,3,College,Married,$80K - $120K,Blue,37,5,1,2,2149.0,1796,353.0,0.628,5228,93,0.661,0.836 +772574283,Attrited Customer,50,F,2,Graduate,Married,$40K - $60K,Blue,40,3,1,4,7191.0,0,7191.0,0.565,1654,30,0.579,0.0 +761240358,Existing Customer,52,F,2,Unknown,Single,Less than $40K,Blue,45,5,2,2,2155.0,1219,936.0,0.805,4295,77,0.791,0.566 +708469533,Existing Customer,42,F,3,Unknown,Married,Unknown,Blue,34,6,3,2,5395.0,1439,3956.0,0.781,3523,79,0.717,0.267 +769927533,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,44,4,2,1,3222.0,1422,1800.0,0.662,4613,72,0.6,0.441 +718545033,Existing Customer,27,F,0,Graduate,Married,Less than $40K,Blue,17,4,2,2,2042.0,1567,475.0,0.744,5146,78,0.733,0.767 +714972558,Attrited Customer,37,F,2,Graduate,Single,Less than $40K,Blue,36,2,3,0,1610.0,0,1610.0,0.889,2729,45,0.406,0.0 +772204758,Existing Customer,42,F,2,Post-Graduate,Unknown,Less than $40K,Blue,31,3,2,2,3809.0,1165,2644.0,0.634,2306,46,0.643,0.306 +709039533,Existing Customer,43,F,3,Unknown,Unknown,Less than $40K,Blue,24,6,1,4,5544.0,1095,4449.0,0.572,3829,55,0.964,0.198 +716492583,Existing Customer,37,F,1,Uneducated,Single,Less than $40K,Blue,28,6,3,4,2388.0,1708,680.0,0.903,4539,89,0.745,0.715 +766381908,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,42,4,1,4,2473.0,1263,1210.0,0.71,4597,80,0.6,0.511 +719109783,Existing Customer,42,M,3,Uneducated,Married,$40K - $60K,Blue,32,3,3,2,13103.0,1809,11294.0,0.724,4323,72,0.5,0.138 +796236258,Existing Customer,48,F,5,High School,Single,$40K - $60K,Blue,42,5,1,2,2465.0,1128,1337.0,0.613,4030,86,0.483,0.458 +709700058,Existing Customer,52,F,2,Graduate,Single,$40K - $60K,Blue,33,5,2,2,6081.0,989,5092.0,1.222,4451,70,0.429,0.163 +716905158,Existing Customer,45,M,2,Unknown,Single,$60K - $80K,Blue,30,3,1,3,21815.0,0,21815.0,0.807,3904,72,1.118,0.0 +718851783,Existing Customer,49,M,1,High School,Married,$80K - $120K,Silver,37,4,3,2,34516.0,2386,32130.0,0.698,3924,65,0.512,0.069 +709709283,Attrited Customer,38,M,3,College,Single,$40K - $60K,Blue,19,1,2,4,3458.0,321,3137.0,0.586,2256,40,0.29,0.093 +711993258,Existing Customer,50,F,0,High School,Single,$40K - $60K,Blue,39,5,3,2,8264.0,2057,6207.0,0.821,4240,73,0.587,0.249 +780105483,Attrited Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,50,3,4,4,1697.0,377,1320.0,1.048,2799,49,0.485,0.222 +718350033,Existing Customer,50,M,3,College,Single,$40K - $60K,Blue,36,3,2,2,3069.0,1881,1188.0,1.111,2909,58,1.522,0.613 +715294083,Attrited Customer,46,M,2,College,Single,$80K - $120K,Blue,38,2,3,2,10309.0,0,10309.0,0.451,1760,40,0.6,0.0 +710905908,Existing Customer,43,M,4,High School,Single,$60K - $80K,Blue,36,4,3,3,4983.0,1355,3628.0,0.66,1939,30,0.5,0.272 +721387008,Existing Customer,42,M,4,Graduate,Married,$120K +,Blue,24,3,2,3,3103.0,1783,1320.0,0.479,4792,69,0.643,0.575 +715411608,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,3,1,1,1663.0,1112,551.0,0.588,2978,61,0.906,0.669 +710598408,Existing Customer,55,F,0,Graduate,Single,Less than $40K,Blue,36,6,1,1,2695.0,0,2695.0,0.816,4557,94,0.843,0.0 +718521258,Existing Customer,50,F,4,Post-Graduate,Married,Unknown,Blue,41,6,3,4,18178.0,0,18178.0,0.744,3445,76,0.767,0.0 +713138433,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,42,4,2,3,14782.0,1020,13762.0,0.683,3206,54,0.8,0.069 +718819158,Existing Customer,54,F,3,Uneducated,Single,$40K - $60K,Blue,41,3,1,3,2488.0,2196,292.0,0.733,4361,75,0.63,0.883 +718871358,Existing Customer,45,F,2,Graduate,Single,Unknown,Blue,36,4,1,1,1785.0,0,1785.0,0.649,4964,82,0.907,0.0 +720186258,Existing Customer,45,F,4,High School,Divorced,$40K - $60K,Blue,31,5,2,4,4701.0,1170,3531.0,0.547,4136,77,0.604,0.249 +710197308,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,28,4,3,0,1438.3,0,1438.3,1.017,4089,73,0.872,0.0 +817086783,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,27,4,3,2,2826.0,2162,664.0,0.924,2005,32,0.684,0.765 +749211483,Existing Customer,52,F,0,College,Married,$40K - $60K,Blue,45,4,2,1,4597.0,1905,2692.0,0.906,4932,67,0.914,0.414 +789749433,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,21,5,3,2,2591.0,2340,251.0,0.608,4730,82,0.708,0.903 +715082133,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Blue,36,5,2,2,2494.0,1492,1002.0,0.744,3407,61,0.694,0.598 +714946908,Existing Customer,61,M,1,Uneducated,Single,$40K - $60K,Blue,36,6,1,1,5039.0,1352,3687.0,0.797,3300,68,0.545,0.268 +716711433,Attrited Customer,48,M,5,High School,Married,$40K - $60K,Blue,39,3,3,1,7897.0,157,7740.0,0.699,2270,46,0.394,0.02 +712429458,Existing Customer,50,M,2,Graduate,Unknown,$60K - $80K,Blue,38,5,3,3,4772.0,1770,3002.0,0.545,4054,72,0.674,0.371 +708406083,Existing Customer,35,F,0,Unknown,Married,Less than $40K,Blue,24,5,3,1,3436.0,2493,943.0,0.824,5211,90,0.765,0.726 +720029508,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Blue,37,3,1,0,12064.0,1312,10752.0,0.462,4100,67,0.675,0.109 +709227033,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,46,5,2,3,9065.0,1548,7517.0,0.872,4030,73,0.78,0.171 +720846558,Existing Customer,49,M,1,Unknown,Single,$80K - $120K,Blue,36,6,3,4,34516.0,0,34516.0,0.665,2512,45,0.324,0.0 +716475183,Existing Customer,45,M,3,Graduate,Unknown,$60K - $80K,Blue,35,3,3,3,10290.0,753,9537.0,0.858,4326,81,0.761,0.073 +714296358,Existing Customer,52,F,2,College,Unknown,Less than $40K,Blue,44,4,1,3,3433.0,2486,947.0,0.838,4831,78,0.529,0.724 +719998233,Existing Customer,40,M,3,Unknown,Married,$120K +,Silver,30,6,3,2,34516.0,964,33552.0,0.521,2922,71,0.775,0.028 +719217483,Existing Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,36,5,1,2,3240.0,1775,1465.0,0.754,4200,67,0.675,0.548 +720479058,Existing Customer,50,F,1,Post-Graduate,Single,Less than $40K,Blue,39,4,2,2,1438.3,851,587.3,0.983,4379,64,0.829,0.592 +779192283,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,39,3,1,2,6462.0,2517,3945.0,0.842,4156,77,0.833,0.39 +716385033,Existing Customer,60,F,1,Graduate,Single,Unknown,Blue,36,6,1,3,4408.0,1201,3207.0,0.77,4157,71,0.651,0.272 +711588708,Attrited Customer,50,F,2,Uneducated,Married,$40K - $60K,Blue,36,1,3,1,1438.3,458,980.3,0.613,1863,42,0.312,0.318 +714492783,Attrited Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.346,1517,38,0.407,0.0 +709192233,Attrited Customer,50,F,2,Unknown,Married,Unknown,Blue,39,3,2,1,1773.0,0,1773.0,0.228,1764,30,0.111,0.0 +797998158,Existing Customer,52,M,3,Uneducated,Single,$80K - $120K,Blue,46,4,1,2,4555.0,0,4555.0,1.031,3646,66,1.2,0.0 +714021183,Existing Customer,54,M,4,Graduate,Single,$80K - $120K,Blue,36,4,2,3,30666.0,1046,29620.0,0.801,3709,66,0.886,0.034 +780710433,Existing Customer,53,M,2,College,Single,$80K - $120K,Blue,42,4,2,2,1575.0,0,1575.0,1.32,4241,77,0.974,0.0 +780068283,Existing Customer,53,M,1,Graduate,Single,$120K +,Blue,38,4,3,3,1891.0,922,969.0,0.812,3822,69,0.533,0.488 +719930658,Existing Customer,40,M,4,Uneducated,Married,$120K +,Blue,24,4,2,2,16634.0,1946,14688.0,0.926,3455,72,1.0,0.117 +755593983,Existing Customer,50,F,1,Graduate,Married,Unknown,Blue,43,6,1,2,7985.0,0,7985.0,1.032,3873,72,0.674,0.0 +770938533,Existing Customer,45,M,1,College,Unknown,$120K +,Blue,32,3,1,3,3304.0,1370,1934.0,0.954,3914,70,0.667,0.415 +714121083,Existing Customer,40,F,3,Graduate,Married,$40K - $60K,Blue,20,5,2,2,6247.0,1508,4739.0,1.01,5158,68,0.447,0.241 +779210283,Existing Customer,36,M,3,Uneducated,Married,$40K - $60K,Blue,25,6,2,4,3645.0,2517,1128.0,0.749,4142,74,0.644,0.691 +709739283,Existing Customer,62,M,0,High School,Single,Unknown,Blue,36,3,3,3,21329.0,2119,19210.0,0.644,4206,75,1.027,0.099 +716230158,Existing Customer,35,F,3,Graduate,Married,$40K - $60K,Blue,36,4,1,4,7234.0,2000,5234.0,0.754,4272,83,0.596,0.276 +708724908,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,35,4,2,3,2262.0,0,2262.0,0.806,4113,83,0.627,0.0 +789025083,Existing Customer,40,M,4,Unknown,Unknown,Less than $40K,Blue,27,5,3,0,1438.3,860,578.3,0.79,4655,82,0.864,0.598 +713804058,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,5,2,3,4187.0,2199,1988.0,0.908,4647,81,0.884,0.525 +718791708,Attrited Customer,48,M,2,High School,Married,$80K - $120K,Blue,32,1,2,4,16362.0,2268,14094.0,0.841,2228,37,0.85,0.139 +785529708,Existing Customer,59,M,1,Graduate,Single,$120K +,Blue,53,6,2,2,34516.0,0,34516.0,0.711,4333,70,0.628,0.0 +794528283,Existing Customer,44,M,4,College,Married,$60K - $80K,Blue,28,4,2,2,2748.0,878,1870.0,0.633,3383,67,0.558,0.32 +794856033,Existing Customer,38,M,3,Post-Graduate,Married,$80K - $120K,Blue,32,3,2,3,5242.0,470,4772.0,0.805,4306,77,0.604,0.09 +712939533,Existing Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,35,4,3,0,21585.0,986,20599.0,0.631,3789,70,0.75,0.046 +708178608,Existing Customer,31,F,0,Graduate,Married,Unknown,Blue,36,4,2,2,2488.0,0,2488.0,1.05,4226,73,0.521,0.0 +716556258,Existing Customer,50,F,3,Doctorate,Single,Less than $40K,Blue,39,6,1,3,9966.0,0,9966.0,0.966,4401,60,1.069,0.0 +708404883,Existing Customer,45,F,2,High School,Single,Unknown,Blue,37,4,2,4,27804.0,0,27804.0,1.301,2761,57,0.966,0.0 +709742958,Existing Customer,45,M,5,High School,Married,$60K - $80K,Blue,37,3,1,3,15626.0,1148,14478.0,1.028,3386,65,0.711,0.073 +772695033,Attrited Customer,47,M,5,High School,Single,$80K - $120K,Blue,37,3,4,4,18800.0,2517,16283.0,0.482,1575,23,0.211,0.134 +714850158,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,36,5,1,3,1963.0,1516,447.0,0.872,4150,75,0.744,0.772 +708831858,Attrited Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,30,1,3,4,4579.0,1506,3073.0,0.443,1915,44,0.375,0.329 +718076733,Existing Customer,43,M,1,Graduate,Single,$60K - $80K,Silver,31,4,3,3,25824.0,1170,24654.0,0.684,3101,73,0.78,0.045 +714336333,Existing Customer,48,M,4,Doctorate,Unknown,$80K - $120K,Blue,40,3,2,2,3429.0,1268,2161.0,0.703,4422,64,1.783,0.37 +780006783,Attrited Customer,59,M,1,Uneducated,Single,$40K - $60K,Silver,49,3,2,2,15809.0,0,15809.0,0.992,3109,48,0.412,0.0 +779741883,Existing Customer,47,F,2,Unknown,Single,Less than $40K,Blue,32,6,1,3,2493.0,831,1662.0,0.581,4274,68,0.581,0.333 +780657708,Existing Customer,48,M,2,Unknown,Married,$80K - $120K,Blue,37,4,3,3,6593.0,0,6593.0,0.667,3520,69,0.769,0.0 +771342183,Attrited Customer,53,F,3,Graduate,Single,$40K - $60K,Blue,40,6,3,2,1625.0,0,1625.0,0.689,2314,43,0.433,0.0 +712901283,Attrited Customer,53,F,2,Graduate,Single,$40K - $60K,Blue,36,2,3,2,2121.0,0,2121.0,0.618,1464,32,0.778,0.0 +802101858,Existing Customer,40,F,2,Unknown,Married,Less than $40K,Blue,34,3,3,3,4757.0,1978,2779.0,0.959,4220,71,0.775,0.416 +718473558,Attrited Customer,42,F,3,Doctorate,Single,Less than $40K,Blue,18,5,3,4,8668.0,0,8668.0,0.275,1402,38,0.31,0.0 +743590608,Existing Customer,50,M,2,High School,Married,$60K - $80K,Blue,43,6,3,4,21869.0,950,20919.0,0.866,4233,71,0.775,0.043 +720146733,Existing Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,34,5,4,2,2480.0,1890,590.0,0.652,4114,66,0.737,0.762 +788252358,Existing Customer,49,M,3,High School,Single,$60K - $80K,Blue,40,3,4,2,8190.0,1716,6474.0,0.781,3529,84,0.787,0.21 +717740658,Existing Customer,55,F,2,College,Married,Less than $40K,Blue,45,5,2,4,1850.0,942,908.0,0.757,4134,78,0.625,0.509 +714567708,Existing Customer,46,F,1,Uneducated,Divorced,Less than $40K,Blue,36,5,3,3,2483.0,2049,434.0,0.69,4421,74,0.51,0.825 +711208083,Existing Customer,40,F,4,Unknown,Married,Less than $40K,Blue,30,6,3,2,2925.0,1447,1478.0,0.563,4455,77,0.604,0.495 +709708233,Attrited Customer,49,F,3,Doctorate,Married,Less than $40K,Blue,29,3,4,2,7066.0,0,7066.0,0.479,1695,38,0.31,0.0 +709957158,Existing Customer,48,M,4,High School,Married,$40K - $60K,Blue,40,5,1,2,2514.0,2251,263.0,0.852,3942,65,0.625,0.895 +828288333,Existing Customer,50,M,0,Uneducated,Married,$60K - $80K,Blue,46,4,1,3,3640.0,659,2981.0,0.938,3756,70,0.842,0.181 +709178733,Attrited Customer,50,F,2,Post-Graduate,Married,$40K - $60K,Blue,36,3,2,3,5527.0,1120,4407.0,0.442,2281,37,0.48,0.203 +721325133,Existing Customer,45,M,2,College,Married,$80K - $120K,Blue,36,6,1,3,31625.0,0,31625.0,0.559,4503,77,0.674,0.0 +816606333,Existing Customer,57,M,2,High School,Single,$80K - $120K,Blue,52,6,3,4,32409.0,0,32409.0,0.943,4218,66,0.571,0.0 +720454158,Existing Customer,44,M,2,Unknown,Single,$60K - $80K,Blue,30,6,2,2,9827.0,600,9227.0,0.477,2840,63,0.537,0.061 +717444558,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,38,4,1,3,2623.0,1714,909.0,0.807,5237,76,0.81,0.653 +816756783,Existing Customer,42,M,2,High School,Unknown,$40K - $60K,Blue,37,6,2,3,2993.0,2249,744.0,0.863,4106,81,0.528,0.751 +715474833,Existing Customer,37,M,2,College,Single,$80K - $120K,Blue,36,3,2,2,12944.0,1399,11545.0,0.507,4389,84,0.68,0.108 +718271958,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,34,5,1,4,6401.0,1471,4930.0,0.655,4465,63,0.703,0.23 +708924783,Existing Customer,43,M,3,Graduate,Divorced,$80K - $120K,Blue,36,4,1,0,5506.0,2129,3377.0,0.705,4024,62,0.55,0.387 +717669483,Existing Customer,52,M,1,Graduate,Single,$80K - $120K,Blue,44,3,3,1,34516.0,0,34516.0,0.551,1737,38,0.9,0.0 +809360883,Existing Customer,46,M,4,College,Single,$60K - $80K,Blue,41,3,1,1,17673.0,1783,15890.0,1.003,3160,59,1.36,0.101 +717176508,Existing Customer,43,F,3,Unknown,Single,$40K - $60K,Blue,34,5,3,4,2656.0,1166,1490.0,0.586,4171,80,0.818,0.439 +711571383,Existing Customer,46,M,2,High School,Unknown,Less than $40K,Blue,37,3,1,1,6118.0,1092,5026.0,0.757,4434,81,0.62,0.178 +713444058,Existing Customer,45,M,1,Unknown,Divorced,$40K - $60K,Silver,31,3,1,1,17437.0,2225,15212.0,0.814,3381,51,0.594,0.128 +713253858,Attrited Customer,50,F,1,College,Married,Unknown,Blue,37,2,2,3,1461.0,0,1461.0,0.563,2176,40,0.379,0.0 +719609433,Existing Customer,55,F,4,Uneducated,Divorced,$40K - $60K,Blue,43,5,3,2,1965.0,1525,440.0,0.855,4671,69,0.816,0.776 +797234508,Existing Customer,51,M,3,Unknown,Single,$60K - $80K,Silver,45,3,2,4,30899.0,0,30899.0,0.502,1481,20,0.333,0.0 +714537258,Existing Customer,48,M,3,Doctorate,Married,$60K - $80K,Blue,36,3,2,1,8876.0,1132,7744.0,0.844,3779,78,0.814,0.128 +793412958,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,38,3,1,3,2440.0,1501,939.0,0.744,4382,88,0.66,0.615 +714680208,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,45,5,3,4,1652.0,1318,334.0,0.593,4533,69,0.533,0.798 +715240683,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,37,3,2,3,15535.0,1302,14233.0,0.461,3718,66,0.61,0.084 +803796708,Attrited Customer,52,M,3,Uneducated,Unknown,$120K +,Blue,46,2,4,4,13354.0,0,13354.0,0.018,1097,28,0.077,0.0 +717368208,Attrited Customer,49,M,1,Graduate,Single,$120K +,Blue,36,6,2,4,26723.0,0,26723.0,0.716,2138,43,0.593,0.0 +802662858,Existing Customer,55,F,2,Graduate,Divorced,Less than $40K,Blue,49,5,1,4,3949.0,2024,1925.0,0.667,3495,64,0.882,0.513 +780206958,Existing Customer,49,M,4,Graduate,Married,$60K - $80K,Blue,39,3,2,2,5937.0,2120,3817.0,0.654,4228,70,0.75,0.357 +779906658,Existing Customer,40,M,4,Doctorate,Single,Unknown,Blue,24,3,2,4,18806.0,1192,17614.0,0.745,3142,62,0.824,0.063 +772341783,Attrited Customer,45,F,3,High School,Single,Unknown,Blue,35,3,2,6,3512.0,2517,995.0,0.597,1801,48,0.548,0.717 +711491283,Existing Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,36,4,3,0,1975.0,1264,711.0,0.671,2959,63,0.8,0.64 +720211533,Existing Customer,41,F,4,Uneducated,Married,Less than $40K,Blue,33,5,2,3,2888.0,821,2067.0,0.931,4713,77,1.026,0.284 +715409733,Attrited Customer,47,F,4,College,Single,Less than $40K,Blue,36,2,2,3,2263.0,0,2263.0,0.752,2385,33,0.375,0.0 +710974308,Existing Customer,38,M,1,Graduate,Unknown,$80K - $120K,Blue,36,3,3,4,26792.0,1671,25121.0,0.938,3587,66,0.571,0.062 +715732533,Attrited Customer,52,M,4,Graduate,Married,$60K - $80K,Blue,36,4,1,3,9375.0,1625,7750.0,0.532,2108,51,0.5,0.173 +713722608,Attrited Customer,48,F,2,Unknown,Divorced,Less than $40K,Blue,35,3,1,4,2806.0,2514,292.0,0.341,1757,35,0.4,0.896 +709101258,Attrited Customer,41,F,2,High School,Divorced,Less than $40K,Blue,28,4,2,2,1478.0,524,954.0,0.751,2180,46,0.643,0.355 +708588408,Existing Customer,53,M,3,Uneducated,Single,$60K - $80K,Blue,36,6,2,2,6836.0,1607,5229.0,0.524,4421,74,0.542,0.235 +721427358,Attrited Customer,47,M,4,Unknown,Divorced,$80K - $120K,Blue,28,6,1,3,8757.0,0,8757.0,0.507,2108,47,0.516,0.0 +717099408,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,29,6,3,2,10529.0,0,10529.0,0.729,4583,87,0.851,0.0 +715155033,Existing Customer,61,M,0,High School,Single,$40K - $60K,Blue,49,6,1,4,2122.0,975,1147.0,0.807,5224,85,0.667,0.459 +789586833,Existing Customer,45,F,3,Post-Graduate,Married,Unknown,Blue,38,5,2,1,2883.0,1732,1151.0,0.638,4053,85,0.635,0.601 +709338633,Attrited Customer,56,F,1,Graduate,Single,$40K - $60K,Blue,37,2,4,3,2339.0,0,2339.0,0.493,1542,45,0.607,0.0 +714106833,Existing Customer,57,F,3,Graduate,Unknown,Less than $40K,Blue,47,6,3,1,5225.0,2290,2935.0,0.962,4239,69,0.683,0.438 +741116058,Existing Customer,48,M,2,Graduate,Married,$40K - $60K,Blue,41,5,2,4,2582.0,1399,1183.0,0.559,2144,42,0.909,0.542 +813755658,Existing Customer,60,M,1,Graduate,Single,$80K - $120K,Blue,55,6,2,1,11524.0,0,11524.0,0.682,3598,72,0.532,0.0 +718855983,Existing Customer,49,F,4,High School,Single,Unknown,Blue,36,3,3,4,13039.0,1840,11199.0,0.793,4010,69,0.5,0.141 +711245433,Attrited Customer,50,F,4,Graduate,Single,Unknown,Blue,41,5,3,3,2509.0,0,2509.0,0.702,2281,41,0.367,0.0 +814219008,Existing Customer,65,M,1,Doctorate,Single,$40K - $60K,Blue,56,5,2,2,1456.0,867,589.0,0.725,3953,69,0.725,0.595 +711916533,Existing Customer,57,M,2,Unknown,Single,$120K +,Blue,44,5,1,2,5612.0,1884,3728.0,0.77,4734,83,0.886,0.336 +715182108,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,35,6,1,3,3025.0,1912,1113.0,0.674,4626,78,0.773,0.632 +717078933,Existing Customer,40,F,5,Graduate,Single,Less than $40K,Blue,29,3,2,4,4205.0,2517,1688.0,0.652,4256,69,0.725,0.599 +719491233,Existing Customer,55,M,1,College,Single,$120K +,Blue,42,6,2,3,3515.0,2517,998.0,1.051,4313,72,0.8,0.716 +789520533,Existing Customer,52,M,2,Uneducated,Single,$120K +,Blue,44,6,3,2,26174.0,1864,24310.0,0.684,4551,65,0.667,0.071 +714738033,Existing Customer,44,F,4,Graduate,Married,Less than $40K,Blue,25,5,3,2,1602.0,1044,558.0,0.781,5428,85,0.635,0.652 +718576908,Existing Customer,49,F,4,Uneducated,Married,Unknown,Blue,36,4,1,3,29939.0,0,29939.0,0.963,4305,63,0.658,0.0 +715093383,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,41,3,1,3,2115.0,1598,517.0,0.934,4450,68,0.545,0.756 +717195933,Attrited Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,30,2,2,3,5298.0,0,5298.0,0.857,2431,37,0.542,0.0 +747107508,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,49,4,3,1,2433.0,1947,486.0,0.816,4269,88,0.76,0.8 +717920583,Existing Customer,60,F,1,Uneducated,Divorced,Less than $40K,Blue,49,5,2,2,1443.0,0,1443.0,0.875,4673,59,0.735,0.0 +710516283,Existing Customer,50,M,1,High School,Single,$120K +,Blue,37,4,1,4,9758.0,1792,7966.0,0.626,4134,60,0.765,0.184 +787593558,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,34,6,3,0,4562.0,2258,2304.0,0.861,3740,55,0.833,0.495 +778747608,Existing Customer,65,F,1,Unknown,Single,Unknown,Blue,46,3,3,2,1438.3,0,1438.3,0.907,4022,61,0.649,0.0 +714431058,Existing Customer,41,F,3,College,Single,Unknown,Blue,36,4,2,4,4210.0,1597,2613.0,0.733,4342,72,0.674,0.379 +708801108,Attrited Customer,57,F,3,Uneducated,Single,Less than $40K,Blue,51,3,0,3,1438.3,0,1438.3,0.429,2113,38,0.267,0.0 +715948833,Existing Customer,48,M,4,Graduate,Married,$120K +,Blue,39,4,2,4,24931.0,1353,23578.0,0.612,5031,79,0.646,0.054 +770667408,Existing Customer,47,M,4,College,Married,$80K - $120K,Blue,33,3,1,3,8854.0,2382,6472.0,0.67,4768,81,0.929,0.269 +823590483,Existing Customer,62,F,0,Graduate,Divorced,Less than $40K,Blue,56,3,1,1,2230.0,1716,514.0,0.811,4027,75,0.5,0.77 +710635083,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,38,5,1,2,28327.0,582,27745.0,0.912,3475,52,0.733,0.021 +716408058,Existing Customer,56,F,2,Uneducated,Single,Unknown,Blue,36,5,3,4,2500.0,1298,1202.0,0.626,3673,72,0.565,0.519 +713803158,Existing Customer,41,M,3,High School,Single,$60K - $80K,Blue,33,4,1,3,9246.0,0,9246.0,0.658,4611,91,0.569,0.0 +713593683,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,28,5,3,3,11155.0,1583,9572.0,1.061,3504,60,0.765,0.142 +709339758,Existing Customer,43,M,3,Unknown,Single,$120K +,Blue,30,4,2,3,11926.0,1766,10160.0,0.875,3778,84,0.75,0.148 +789382758,Attrited Customer,54,M,3,Graduate,Single,$40K - $60K,Blue,44,6,3,3,5501.0,0,5501.0,0.519,2050,51,0.821,0.0 +813427833,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,40,3,2,1,2110.0,844,1266.0,1.109,4812,77,0.604,0.4 +717846108,Existing Customer,49,M,4,Uneducated,Married,$60K - $80K,Blue,34,5,3,2,12994.0,904,12090.0,0.627,3734,74,0.85,0.07 +720968583,Existing Customer,52,F,2,Unknown,Married,Unknown,Blue,45,3,1,2,29551.0,2095,27456.0,1.1,3226,63,0.853,0.071 +721437333,Attrited Customer,46,M,2,Graduate,Single,$80K - $120K,Blue,36,2,2,2,5054.0,2517,2537.0,0.605,2027,39,0.393,0.498 +709134333,Existing Customer,45,F,2,Graduate,Unknown,Less than $40K,Blue,28,6,2,3,3136.0,2253,883.0,0.722,4674,67,0.763,0.718 +712630608,Existing Customer,43,F,2,High School,Unknown,Unknown,Blue,35,3,3,4,6109.0,1549,4560.0,0.683,4430,69,0.865,0.254 +712404483,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,36,4,3,1,3989.0,2514,1475.0,0.469,5189,82,0.519,0.63 +717812133,Existing Customer,33,F,1,Graduate,Unknown,Less than $40K,Blue,13,3,1,3,3315.0,1243,2072.0,0.709,4006,65,0.548,0.375 +714926508,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Silver,45,5,4,2,34516.0,1938,32578.0,0.807,2275,46,0.438,0.056 +771474108,Existing Customer,40,F,2,Uneducated,Married,Less than $40K,Blue,28,3,2,2,1794.0,1019,775.0,0.692,4455,63,0.658,0.568 +709774608,Existing Customer,51,M,3,Unknown,Married,$60K - $80K,Blue,36,4,3,4,5993.0,1582,4411.0,0.44,3464,64,0.684,0.264 +718802283,Existing Customer,44,F,3,Post-Graduate,Divorced,Less than $40K,Blue,31,3,2,1,8320.0,0,8320.0,0.421,4128,82,0.491,0.0 +711626658,Attrited Customer,62,F,1,High School,Single,Less than $40K,Blue,36,2,3,4,1930.0,0,1930.0,0.331,1971,45,0.25,0.0 +789354783,Existing Customer,45,F,3,Unknown,Single,Less than $40K,Blue,32,5,3,0,2329.0,1465,864.0,0.815,4286,86,0.72,0.629 +720486408,Existing Customer,55,F,1,Uneducated,Single,Less than $40K,Blue,36,3,3,0,1438.3,756,682.3,1.012,4436,73,0.622,0.526 +717793983,Attrited Customer,55,M,3,Graduate,Single,$40K - $60K,Silver,45,2,3,1,18128.0,0,18128.0,0.71,2503,49,0.885,0.0 +718582158,Existing Customer,48,M,2,Unknown,Married,$120K +,Blue,35,3,3,4,10642.0,1715,8927.0,0.705,4183,74,0.762,0.161 +713127708,Existing Customer,38,F,0,Uneducated,Married,Less than $40K,Blue,26,5,1,4,2230.0,0,2230.0,0.896,3766,63,0.909,0.0 +717112533,Existing Customer,52,F,1,Graduate,Unknown,Less than $40K,Blue,42,6,2,0,6946.0,0,6946.0,0.745,4058,88,0.725,0.0 +713681433,Existing Customer,50,F,2,High School,Divorced,Unknown,Blue,39,5,2,4,9716.0,874,8842.0,0.775,5007,91,0.655,0.09 +718846008,Existing Customer,58,F,0,Unknown,Married,Unknown,Blue,36,6,3,1,4377.0,1500,2877.0,0.789,3900,62,0.938,0.343 +714119283,Attrited Customer,42,F,2,Unknown,Single,$40K - $60K,Blue,34,3,3,3,2516.0,0,2516.0,0.53,2257,51,0.545,0.0 +713056083,Existing Customer,52,M,2,High School,Single,$120K +,Blue,46,4,2,4,34516.0,0,34516.0,0.775,4037,87,0.706,0.0 +718538958,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,43,6,3,4,1844.0,0,1844.0,0.729,4564,82,0.608,0.0 +710353233,Existing Customer,48,M,3,College,Divorced,$60K - $80K,Blue,39,4,3,2,13233.0,1106,12127.0,0.882,4288,47,0.621,0.084 +713853858,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Silver,31,5,2,2,34516.0,1433,33083.0,0.758,2589,57,0.676,0.042 +710342508,Existing Customer,48,F,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,4,1593.0,0,1593.0,0.718,4004,76,0.652,0.0 +787563858,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,41,4,2,3,8589.0,685,7904.0,0.858,3553,63,0.909,0.08 +799239033,Attrited Customer,53,F,3,High School,Single,$40K - $60K,Blue,47,1,3,4,1714.0,0,1714.0,0.661,2279,46,0.533,0.0 +710733183,Existing Customer,46,M,3,Post-Graduate,Unknown,$120K +,Blue,36,6,1,2,1438.3,845,593.3,0.642,3631,67,0.763,0.587 +718489608,Existing Customer,50,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,2,2433.0,1948,485.0,0.752,4668,69,0.643,0.801 +758824608,Existing Customer,47,M,4,Uneducated,Married,$80K - $120K,Blue,40,5,2,4,21148.0,1746,19402.0,0.853,3370,69,0.769,0.083 +780984408,Existing Customer,65,F,0,Unknown,Divorced,Less than $40K,Blue,50,3,3,3,7487.0,1953,5534.0,0.891,4070,63,0.658,0.261 +814483608,Attrited Customer,47,F,4,Graduate,Divorced,Less than $40K,Blue,42,1,3,3,5798.0,2517,3281.0,0.58,1860,43,0.433,0.434 +708848208,Existing Customer,52,M,3,Uneducated,Single,$80K - $120K,Blue,40,6,3,2,34516.0,1757,32759.0,0.786,4223,81,0.653,0.051 +719713683,Existing Customer,52,F,0,Graduate,Married,Unknown,Blue,37,6,2,2,7608.0,2373,5235.0,0.95,4921,81,0.62,0.312 +715514133,Attrited Customer,44,F,4,Graduate,Married,Less than $40K,Blue,31,3,3,4,2184.0,0,2184.0,0.671,1973,42,0.556,0.0 +715955208,Existing Customer,35,F,1,High School,Single,Less than $40K,Blue,26,3,3,2,2189.0,1833,356.0,0.56,4530,72,0.846,0.837 +794707083,Attrited Customer,50,M,2,College,Single,$80K - $120K,Blue,44,5,2,4,3495.0,0,3495.0,0.639,2131,41,0.464,0.0 +805313808,Attrited Customer,52,F,3,High School,Married,$40K - $60K,Blue,47,2,2,3,8018.0,134,7884.0,0.717,2409,38,0.31,0.017 +772922883,Attrited Customer,41,M,3,Unknown,Married,$80K - $120K,Blue,22,3,3,4,20543.0,0,20543.0,0.547,1874,42,0.615,0.0 +715716333,Existing Customer,62,F,0,High School,Single,Unknown,Blue,50,6,2,2,18819.0,0,18819.0,0.894,4273,87,0.977,0.0 +714502458,Existing Customer,49,M,3,Unknown,Married,$60K - $80K,Blue,36,6,2,4,17811.0,643,17168.0,0.842,3748,79,0.646,0.036 +712444533,Existing Customer,43,M,2,High School,Single,$80K - $120K,Blue,36,6,2,0,14418.0,0,14418.0,1.043,3880,68,0.7,0.0 +797748708,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,38,5,3,4,3936.0,2024,1912.0,0.988,5001,66,0.692,0.514 +780203883,Existing Customer,43,F,3,Doctorate,Divorced,Unknown,Blue,33,6,3,2,5738.0,0,5738.0,0.852,4375,73,0.622,0.0 +720616908,Existing Customer,54,M,1,Uneducated,Single,$120K +,Blue,36,5,1,2,34516.0,0,34516.0,0.452,3918,67,1.094,0.0 +817038333,Existing Customer,55,F,0,Graduate,Married,Less than $40K,Blue,40,4,3,4,1513.0,725,788.0,0.791,4042,72,0.714,0.479 +713333433,Attrited Customer,49,M,3,Uneducated,Unknown,$60K - $80K,Blue,41,3,4,4,18075.0,0,18075.0,0.531,1477,30,0.5,0.0 +710820783,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,36,6,1,2,5989.0,0,5989.0,0.668,4246,78,0.857,0.0 +720338658,Existing Customer,56,F,3,Post-Graduate,Single,Less than $40K,Blue,42,3,2,2,2490.0,1623,867.0,0.79,2998,60,0.622,0.652 +803938908,Existing Customer,49,F,4,Uneducated,Single,Less than $40K,Blue,44,4,2,2,2659.0,0,2659.0,0.84,4546,81,0.884,0.0 +787921383,Attrited Customer,53,M,0,High School,Single,$120K +,Silver,44,2,4,4,34516.0,2297,32219.0,0.416,1461,43,0.536,0.067 +787849833,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,40,4,2,0,13490.0,1672,11818.0,0.799,4205,75,0.415,0.124 +721143258,Existing Customer,46,M,1,High School,Single,$40K - $60K,Blue,33,6,4,3,1664.0,798,866.0,0.703,4804,66,0.535,0.48 +709335558,Existing Customer,49,M,3,Uneducated,Married,$120K +,Blue,37,6,3,3,7753.0,1643,6110.0,0.798,3367,65,0.806,0.212 +806619333,Existing Customer,36,F,3,High School,Single,Less than $40K,Blue,31,4,2,3,2909.0,2085,824.0,1.035,5154,80,0.86,0.717 +719378658,Existing Customer,57,M,3,Graduate,Divorced,$80K - $120K,Silver,36,6,3,4,34516.0,1384,33132.0,0.887,4745,69,0.605,0.04 +720670458,Existing Customer,52,F,2,Unknown,Single,$40K - $60K,Blue,45,3,1,3,3476.0,1560,1916.0,0.894,3496,58,0.871,0.449 +716955783,Existing Customer,52,M,2,Graduate,Single,$80K - $120K,Blue,36,6,2,2,16026.0,1160,14866.0,0.386,4418,59,0.639,0.072 +817970208,Existing Customer,45,M,1,Uneducated,Divorced,Less than $40K,Blue,40,4,3,2,2705.0,1334,1371.0,0.886,4501,67,0.675,0.493 +708506508,Existing Customer,54,M,3,High School,Married,$120K +,Blue,43,5,3,2,2884.0,1144,1740.0,0.783,4887,90,0.698,0.397 +750147483,Existing Customer,49,M,2,High School,Single,$80K - $120K,Blue,37,6,1,4,24299.0,2517,21782.0,0.723,5320,62,0.771,0.104 +715540233,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,34,6,1,2,20755.0,2276,18479.0,0.801,4615,79,0.837,0.11 +807584958,Attrited Customer,50,M,3,Uneducated,Married,$60K - $80K,Blue,45,2,2,5,21096.0,0,21096.0,0.637,1882,39,0.345,0.0 +720686583,Existing Customer,46,M,3,High School,Divorced,$120K +,Blue,37,5,3,4,6457.0,0,6457.0,0.531,4487,73,0.431,0.0 +820637433,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,40,5,2,3,1603.0,0,1603.0,0.467,4041,66,0.571,0.0 +716346183,Existing Customer,43,F,3,Unknown,Divorced,Unknown,Blue,37,3,6,3,9051.0,1557,7494.0,0.621,4169,72,0.5,0.172 +715405758,Attrited Customer,50,F,1,High School,Single,Unknown,Blue,42,5,0,4,10057.0,0,10057.0,0.792,2383,42,0.448,0.0 +710094108,Existing Customer,33,M,3,Graduate,Single,$60K - $80K,Blue,27,6,2,3,2043.0,1725,318.0,0.686,5212,79,0.646,0.844 +713168733,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,56,6,3,3,2802.0,2403,399.0,0.636,3887,61,0.419,0.858 +708614058,Existing Customer,56,F,2,Graduate,Divorced,Less than $40K,Blue,45,4,2,4,1960.0,1690,270.0,0.63,3870,67,0.558,0.862 +718088133,Existing Customer,40,F,3,Unknown,Divorced,Less than $40K,Blue,36,6,1,0,2348.0,1061,1287.0,1.062,1901,27,1.25,0.452 +720614658,Existing Customer,40,M,2,High School,Divorced,$60K - $80K,Blue,25,6,4,2,2978.0,0,2978.0,0.49,3879,95,0.583,0.0 +716695533,Existing Customer,49,F,3,College,Married,Less than $40K,Blue,29,3,3,3,2017.0,1557,460.0,0.738,3875,75,0.974,0.772 +717091533,Existing Customer,29,F,1,Graduate,Single,Unknown,Blue,36,5,2,3,13613.0,1172,12441.0,0.657,4253,84,0.75,0.086 +713231658,Existing Customer,45,F,2,Doctorate,Single,Less than $40K,Blue,33,6,2,3,5553.0,1117,4436.0,0.914,3744,52,0.793,0.201 +715675458,Existing Customer,51,M,1,High School,Unknown,$80K - $120K,Blue,41,6,1,2,6346.0,578,5768.0,0.55,3837,85,0.604,0.091 +712463883,Existing Customer,45,M,2,Unknown,Married,$120K +,Silver,38,4,2,3,34516.0,1406,33110.0,1.261,3342,63,0.969,0.041 +708489258,Existing Customer,40,F,3,Graduate,Married,Less than $40K,Blue,27,5,3,3,1438.3,988,450.3,0.556,3561,72,0.5,0.687 +708403308,Existing Customer,37,M,3,Unknown,Single,$40K - $60K,Silver,24,3,1,3,15133.0,1663,13470.0,0.646,4392,68,0.511,0.11 +769684158,Existing Customer,42,M,4,College,Single,$40K - $60K,Blue,36,3,3,2,2502.0,1488,1014.0,0.56,3763,75,0.875,0.595 +710349258,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,36,3,2,2,2589.0,2052,537.0,0.636,4133,68,0.789,0.793 +713940033,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,3,2049.0,1460,589.0,0.599,3514,79,0.646,0.713 +713482608,Existing Customer,47,M,4,College,Married,$40K - $60K,Blue,35,6,1,2,3560.0,751,2809.0,1.096,4060,79,0.975,0.211 +714571008,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,36,3,2,3,1438.3,0,1438.3,1.044,4553,78,1.167,0.0 +715354008,Existing Customer,43,M,3,Graduate,Unknown,$120K +,Blue,36,6,1,2,25937.0,0,25937.0,0.936,3785,68,0.7,0.0 +819363708,Existing Customer,43,M,1,Post-Graduate,Single,$60K - $80K,Blue,38,4,2,3,2387.0,1482,905.0,0.868,3909,67,0.675,0.621 +712014708,Existing Customer,48,M,4,Graduate,Married,Less than $40K,Blue,36,4,1,2,2912.0,1501,1411.0,0.825,4518,90,0.875,0.515 +788717358,Existing Customer,53,M,2,Uneducated,Single,$60K - $80K,Blue,38,3,2,2,7062.0,1255,5807.0,0.672,3432,68,0.744,0.178 +710413533,Existing Customer,56,M,2,Graduate,Married,$80K - $120K,Blue,51,3,3,3,12186.0,1080,11106.0,0.842,4785,66,0.65,0.089 +718515483,Attrited Customer,64,M,0,Graduate,Single,Less than $40K,Blue,52,2,3,5,3570.0,2517,1053.0,0.69,3289,47,0.958,0.705 +715059258,Existing Customer,38,F,3,Doctorate,Single,Unknown,Blue,32,6,4,4,3072.0,1970,1102.0,0.671,4245,82,0.952,0.641 +713852958,Existing Customer,51,F,2,Graduate,Single,Unknown,Silver,41,5,3,3,31501.0,1810,29691.0,0.71,3893,81,0.62,0.057 +767835558,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,36,5,1,3,5928.0,2517,3411.0,0.817,3536,69,0.769,0.425 +721531683,Existing Customer,44,F,4,Graduate,Single,Unknown,Blue,36,3,1,3,8482.0,0,8482.0,0.563,4076,81,0.688,0.0 +720660558,Existing Customer,50,M,2,Uneducated,Married,$120K +,Blue,36,4,3,4,23911.0,2100,21811.0,0.988,4770,89,0.712,0.088 +814845933,Existing Customer,62,M,0,Graduate,Single,$80K - $120K,Blue,56,4,3,3,1438.3,0,1438.3,0.794,3628,74,0.644,0.0 +773155533,Existing Customer,49,F,3,Unknown,Single,Less than $40K,Blue,42,5,3,3,3261.0,814,2447.0,0.85,4739,89,0.712,0.25 +711199908,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,30,3,1,2,2317.0,1232,1085.0,0.733,3057,71,0.919,0.532 +721398858,Existing Customer,43,M,2,Unknown,Single,$120K +,Blue,34,5,3,4,33913.0,0,33913.0,0.901,4160,76,0.9,0.0 +715664808,Attrited Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,30,3,3,3,34516.0,0,34516.0,0.688,2427,51,0.645,0.0 +715500558,Existing Customer,45,F,3,Graduate,Married,Unknown,Blue,36,3,1,4,1637.0,774,863.0,1.126,4120,78,1.0,0.473 +719239158,Existing Customer,48,M,3,High School,Married,$60K - $80K,Blue,39,4,3,2,5448.0,0,5448.0,0.549,3912,72,0.565,0.0 +820633833,Existing Customer,64,F,1,Graduate,Single,$40K - $60K,Blue,56,5,2,4,5152.0,948,4204.0,0.953,4074,72,1.057,0.184 +720551733,Attrited Customer,46,F,4,Doctorate,Married,Unknown,Blue,26,3,3,6,15195.0,0,15195.0,0.726,2631,41,0.64,0.0 +718487958,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,41,5,3,0,2799.0,1303,1496.0,0.763,3971,76,0.551,0.466 +710533233,Attrited Customer,38,F,1,Graduate,Married,Less than $40K,Blue,29,3,3,4,1438.3,0,1438.3,0.508,2139,47,0.567,0.0 +778878633,Existing Customer,51,M,3,Unknown,Married,$80K - $120K,Blue,32,6,3,1,1817.0,885,932.0,0.621,3400,67,0.675,0.487 +720197058,Attrited Customer,47,F,3,Graduate,Unknown,Unknown,Blue,33,1,3,4,3443.0,0,3443.0,0.832,2505,45,0.452,0.0 +716317458,Attrited Customer,51,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,3,3,4281.0,0,4281.0,0.447,1723,44,0.375,0.0 +718569258,Existing Customer,56,F,2,Unknown,Married,Less than $40K,Blue,36,5,3,3,2029.0,974,1055.0,0.624,4170,73,0.553,0.48 +711649908,Existing Customer,33,F,3,Graduate,Married,Unknown,Blue,15,5,3,2,1438.3,1055,383.3,0.901,4208,67,0.675,0.734 +720879708,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,44,3,2,4,28186.0,1308,26878.0,0.679,2853,64,0.73,0.046 +815761908,Existing Customer,46,F,3,Unknown,Married,Unknown,Silver,41,6,3,2,34516.0,0,34516.0,0.896,3722,72,0.756,0.0 +711850533,Existing Customer,46,F,4,Uneducated,Single,Unknown,Blue,36,5,1,4,3818.0,0,3818.0,0.885,4272,71,0.578,0.0 +721028283,Existing Customer,40,F,4,High School,Married,$40K - $60K,Blue,28,4,1,3,11494.0,1160,10334.0,0.463,3353,86,0.593,0.101 +710763783,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,32,4,1,3,28142.0,762,27380.0,0.982,3676,47,1.35,0.027 +720432858,Existing Customer,40,F,4,Post-Graduate,Married,Less than $40K,Blue,36,4,1,3,2316.0,1510,806.0,0.554,3471,63,0.75,0.652 +772525308,Existing Customer,43,M,3,College,Single,$40K - $60K,Blue,33,5,2,4,10533.0,1689,8844.0,0.359,3651,69,0.605,0.16 +767354208,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,41,4,2,1,14322.0,0,14322.0,0.602,3993,75,0.531,0.0 +715670058,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,38,5,2,4,34516.0,1662,32854.0,0.504,3806,76,0.9,0.048 +713856708,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,5,1,2,6798.0,2517,4281.0,0.873,4327,79,0.881,0.37 +758086458,Existing Customer,46,F,3,Graduate,Married,Unknown,Blue,39,3,3,4,1438.3,0,1438.3,0.646,4111,62,0.55,0.0 +709604958,Existing Customer,51,F,3,Graduate,Single,$40K - $60K,Blue,36,3,3,4,2585.0,1847,738.0,0.627,3480,64,0.6,0.715 +714931458,Existing Customer,52,F,2,Post-Graduate,Single,Unknown,Blue,42,3,2,3,1438.3,0,1438.3,0.607,4102,78,0.857,0.0 +711047658,Existing Customer,46,F,3,High School,Married,Less than $40K,Blue,38,4,2,2,1781.0,1315,466.0,0.704,4775,83,0.729,0.738 +718110858,Attrited Customer,42,M,4,Unknown,Married,$40K - $60K,Blue,36,2,3,5,1606.0,0,1606.0,0.87,2628,41,0.64,0.0 +716385858,Existing Customer,42,F,4,Graduate,Married,Less than $40K,Blue,28,5,2,4,2205.0,1245,960.0,0.925,4921,90,0.8,0.565 +708812133,Existing Customer,49,F,3,Graduate,Married,Unknown,Blue,39,5,3,0,2270.0,1647,623.0,0.759,4110,75,0.923,0.726 +787655058,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,37,5,2,3,2568.0,1875,693.0,0.578,4254,85,0.735,0.73 +803113383,Attrited Customer,55,F,1,Uneducated,Single,Less than $40K,Blue,49,3,4,3,3292.0,0,3292.0,0.482,2222,54,0.636,0.0 +721273008,Attrited Customer,54,F,1,College,Unknown,Less than $40K,Silver,43,6,3,4,10797.0,1252,9545.0,0.489,1739,38,0.226,0.116 +715762083,Existing Customer,46,M,0,Uneducated,Single,$60K - $80K,Silver,36,6,3,2,30501.0,2030,28471.0,0.56,2525,45,0.5,0.067 +711629733,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,34,5,3,1,5371.0,1499,3872.0,0.737,3282,66,0.65,0.279 +718410258,Existing Customer,37,M,3,High School,Unknown,$80K - $120K,Blue,28,5,4,4,13441.0,0,13441.0,0.513,4207,80,0.702,0.0 +719745558,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,36,4,2,2,9137.0,1729,7408.0,0.974,4626,77,0.75,0.189 +820282383,Attrited Customer,45,F,2,Graduate,Married,Less than $40K,Blue,40,6,3,3,5848.0,2517,3331.0,0.561,2000,32,0.28,0.43 +793543758,Existing Customer,47,M,2,Graduate,Single,$120K +,Blue,41,3,2,4,10614.0,784,9830.0,0.73,4601,77,0.638,0.074 +778224858,Existing Customer,42,F,2,College,Unknown,Unknown,Blue,32,3,3,4,4035.0,1003,3032.0,0.583,4589,89,0.648,0.249 +712555233,Existing Customer,59,F,0,Graduate,Single,$40K - $60K,Blue,48,4,1,2,4205.0,710,3495.0,0.504,2023,38,0.727,0.169 +718516533,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,3,2586.0,2196,390.0,0.693,3944,78,0.857,0.849 +708923658,Existing Customer,41,F,3,Unknown,Unknown,Less than $40K,Blue,28,3,2,2,7234.0,1420,5814.0,0.539,4466,92,0.736,0.196 +717708783,Existing Customer,57,M,2,Graduate,Single,$120K +,Silver,51,6,3,4,34516.0,1417,33099.0,0.966,4303,77,0.638,0.041 +780688383,Existing Customer,35,M,1,Graduate,Unknown,$80K - $120K,Blue,24,4,2,3,21114.0,0,21114.0,0.697,3534,56,1.0,0.0 +718821783,Existing Customer,53,M,1,Unknown,Married,$40K - $60K,Blue,48,4,1,3,2522.0,1704,818.0,0.988,4697,73,0.698,0.676 +718163808,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,24,6,3,4,11309.0,0,11309.0,0.474,4809,71,0.479,0.0 +712693908,Attrited Customer,43,M,3,Graduate,Married,$120K +,Blue,31,2,4,1,13883.0,783,13100.0,0.749,1871,32,0.684,0.056 +711286533,Existing Customer,43,M,3,Graduate,Unknown,$60K - $80K,Blue,31,5,1,2,13448.0,0,13448.0,0.667,5067,62,0.722,0.0 +711655683,Existing Customer,55,M,1,Uneducated,Single,$60K - $80K,Silver,46,4,2,4,25991.0,0,25991.0,0.639,2996,62,0.879,0.0 +718188858,Existing Customer,52,F,0,Graduate,Single,Less than $40K,Blue,36,5,1,2,2537.0,1097,1440.0,0.874,4964,84,0.909,0.432 +718514283,Existing Customer,46,M,4,High School,Single,$40K - $60K,Blue,36,5,2,2,1438.3,794,644.3,0.807,3895,67,0.558,0.552 +708642708,Attrited Customer,40,F,2,Uneducated,Married,Unknown,Blue,36,3,2,3,13019.0,0,13019.0,0.487,1484,33,0.435,0.0 +811475733,Attrited Customer,53,F,1,College,Married,$40K - $60K,Blue,48,2,2,3,3339.0,0,3339.0,0.694,2432,48,0.6,0.0 +712089108,Existing Customer,49,M,3,Uneducated,Divorced,$80K - $120K,Blue,37,6,3,3,28390.0,1141,27249.0,0.919,4631,76,0.949,0.04 +710761533,Existing Customer,44,M,2,Graduate,Unknown,$80K - $120K,Blue,33,3,2,3,23665.0,1624,22041.0,0.574,4190,87,0.706,0.069 +714963558,Existing Customer,46,M,3,Graduate,Single,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.951,4374,71,0.775,0.0 +714834258,Existing Customer,43,F,4,High School,Unknown,Less than $40K,Blue,36,5,2,4,2459.0,1127,1332.0,0.765,4343,83,0.886,0.458 +713788083,Attrited Customer,28,F,1,Graduate,Single,Less than $40K,Blue,36,4,2,5,1624.0,0,1624.0,0.299,1897,35,0.25,0.0 +719583558,Existing Customer,49,F,3,Uneducated,Married,$40K - $60K,Blue,40,6,2,3,8900.0,1700,7200.0,0.906,4710,70,0.556,0.191 +744705408,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,41,5,3,2,5239.0,1172,4067.0,0.825,4241,61,0.968,0.224 +713240133,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,36,4,3,1,9351.0,1482,7869.0,0.464,5099,60,0.714,0.158 +815015283,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,38,4,2,2,2655.0,1650,1005.0,0.701,4025,62,0.59,0.621 +718072758,Existing Customer,51,M,2,Post-Graduate,Married,$120K +,Blue,45,5,2,1,3173.0,2517,656.0,0.708,4030,73,0.622,0.793 +709127808,Existing Customer,48,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,35,5,2,1,6243.0,1331,4912.0,0.8,3502,57,1.036,0.213 +715080258,Existing Customer,37,F,1,High School,Single,Unknown,Blue,36,3,2,3,6730.0,1093,5637.0,1.01,4814,89,0.854,0.162 +709567758,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,29,4,1,2,2490.0,2225,265.0,0.566,3339,71,0.543,0.894 +780067158,Attrited Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,36,2,3,3,1746.0,1107,639.0,0.539,1907,47,0.621,0.634 +715357308,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,36,3,1,2,4141.0,1424,2717.0,0.574,3512,65,0.477,0.344 +720559908,Existing Customer,58,F,2,Uneducated,Divorced,Less than $40K,Silver,46,6,1,4,11684.0,653,11031.0,0.622,4900,61,0.743,0.056 +720339558,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,2,2363.0,494,1869.0,0.736,3887,71,0.651,0.209 +809599158,Attrited Customer,48,M,4,Uneducated,Single,$80K - $120K,Silver,43,2,3,4,34516.0,0,34516.0,0.671,1626,28,0.4,0.0 +793269933,Existing Customer,46,M,3,Graduate,Unknown,$60K - $80K,Silver,40,6,3,2,28829.0,0,28829.0,0.463,4540,78,0.56,0.0 +809978733,Existing Customer,33,F,2,High School,Single,$40K - $60K,Blue,28,3,2,3,1438.3,746,692.3,0.913,4415,77,0.878,0.519 +788996058,Existing Customer,47,F,2,High School,Married,Less than $40K,Blue,34,4,2,4,2730.0,1970,760.0,0.848,3841,69,0.865,0.722 +712575708,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,36,5,1,4,1994.0,1175,819.0,0.794,4455,82,0.547,0.589 +789625383,Existing Customer,48,M,3,Uneducated,Married,$80K - $120K,Blue,42,4,3,3,9727.0,1626,8101.0,1.006,3543,62,0.676,0.167 +719730258,Existing Customer,41,M,4,Uneducated,Divorced,$60K - $80K,Silver,36,4,2,3,33771.0,0,33771.0,0.791,3819,75,0.829,0.0 +793717608,Existing Customer,39,M,0,Doctorate,Single,$60K - $80K,Blue,33,6,2,0,10452.0,1120,9332.0,0.802,3592,79,0.795,0.107 +709798908,Attrited Customer,45,F,4,Unknown,Single,Less than $40K,Blue,32,3,3,4,2858.0,0,2858.0,1.058,2611,43,0.483,0.0 +716077458,Existing Customer,46,M,3,Uneducated,Married,$40K - $60K,Blue,36,4,2,4,4707.0,1121,3586.0,0.604,3188,71,0.651,0.238 +813435108,Existing Customer,49,F,1,Graduate,Single,Less than $40K,Blue,44,5,2,1,3537.0,0,3537.0,0.763,4726,78,0.814,0.0 +708084558,Attrited Customer,46,M,3,Doctorate,Divorced,$80K - $120K,Blue,38,6,3,3,8258.0,1771,6487.0,0.0,1447,23,0.0,0.214 +719880408,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,35,6,3,1,3072.0,1611,1461.0,0.682,3992,57,0.727,0.524 +719343633,Existing Customer,48,M,3,High School,Unknown,Less than $40K,Blue,38,4,3,3,8892.0,889,8003.0,0.67,4900,89,0.745,0.1 +718711158,Attrited Customer,52,M,3,Graduate,Married,$120K +,Blue,36,1,2,3,3841.0,2517,1324.0,0.841,2680,51,0.545,0.655 +717443658,Existing Customer,37,F,0,Graduate,Divorced,$40K - $60K,Blue,28,4,3,1,1920.0,0,1920.0,0.688,4715,81,0.841,0.0 +715976433,Existing Customer,42,M,3,High School,Unknown,Less than $40K,Blue,31,4,2,4,7802.0,1885,5917.0,0.643,4212,75,0.744,0.242 +719038008,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,35,3,2,2,1705.0,1192,513.0,0.763,4862,41,0.242,0.699 +709143183,Attrited Customer,52,F,2,Doctorate,Married,$40K - $60K,Blue,43,3,2,4,1822.0,1605,217.0,0.756,2538,39,0.696,0.881 +710186958,Existing Customer,45,F,3,Unknown,Single,Unknown,Blue,32,6,3,4,9294.0,2000,7294.0,0.637,4431,82,0.673,0.215 +709274583,Existing Customer,40,M,2,High School,Married,$120K +,Blue,27,5,3,1,12248.0,1323,10925.0,0.882,4806,91,0.896,0.108 +816864483,Existing Customer,39,F,4,Uneducated,Single,$40K - $60K,Blue,34,4,2,2,10264.0,803,9461.0,0.802,4003,74,0.721,0.078 +708271833,Existing Customer,42,M,3,Graduate,Single,$40K - $60K,Silver,36,3,2,3,15069.0,1843,13226.0,0.84,3464,67,0.558,0.122 +821759658,Attrited Customer,41,F,4,High School,Divorced,$40K - $60K,Blue,37,3,2,3,4650.0,204,4446.0,0.685,2014,54,0.8,0.044 +820920408,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,48,3,2,2,3685.0,0,3685.0,0.762,4012,59,0.639,0.0 +718403358,Existing Customer,49,F,2,High School,Divorced,$40K - $60K,Blue,33,4,2,1,7231.0,2517,4714.0,0.865,3912,67,0.763,0.348 +713476758,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,32,4,1,1,10007.0,1586,8421.0,0.921,4309,77,0.711,0.158 +720690933,Existing Customer,52,M,4,Uneducated,Married,$60K - $80K,Blue,39,5,1,3,2641.0,1584,1057.0,0.809,4279,67,0.718,0.6 +719252583,Existing Customer,29,F,1,High School,Single,Less than $40K,Blue,20,4,2,1,3095.0,1488,1607.0,0.924,4642,92,0.878,0.481 +712783083,Attrited Customer,48,F,4,High School,Married,Less than $40K,Blue,37,1,2,3,3607.0,0,3607.0,0.504,2013,35,0.458,0.0 +771204108,Existing Customer,36,F,2,Uneducated,Single,Unknown,Blue,23,3,1,0,1954.0,1179,775.0,0.867,3896,67,0.718,0.603 +817247658,Existing Customer,45,M,3,High School,Unknown,$60K - $80K,Blue,27,6,2,3,21317.0,0,21317.0,0.833,3814,67,1.03,0.0 +821749608,Attrited Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,3,19402.0,0,19402.0,0.58,1937,51,0.594,0.0 +714389883,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,36,6,3,1,8063.0,1485,6578.0,0.872,4275,77,0.833,0.184 +713648208,Existing Customer,40,F,2,Graduate,Unknown,$40K - $60K,Blue,32,6,2,2,3097.0,2409,688.0,0.912,4624,86,0.87,0.778 +826261008,Attrited Customer,48,F,3,Graduate,Unknown,Less than $40K,Blue,44,3,3,2,1438.3,0,1438.3,0.736,2054,46,0.586,0.0 +824163333,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,39,3,2,4,3161.0,2424,737.0,0.617,4307,66,0.784,0.767 +709444983,Attrited Customer,38,F,3,Uneducated,Single,$40K - $60K,Blue,30,3,2,3,2435.0,2432,3.0,0.12,1460,32,0.103,0.999 +711154908,Existing Customer,59,F,0,Unknown,Single,Less than $40K,Blue,40,5,2,2,1845.0,1076,769.0,1.016,4319,76,0.551,0.583 +769575783,Attrited Customer,49,F,3,College,Married,Less than $40K,Blue,41,3,3,3,1603.0,749,854.0,0.733,2644,43,0.483,0.467 +720334833,Existing Customer,39,F,5,College,Single,Less than $40K,Blue,30,4,1,2,4710.0,1869,2841.0,0.858,4719,91,0.655,0.397 +709563258,Attrited Customer,50,F,2,Uneducated,Single,Unknown,Blue,41,2,3,2,2751.0,2253,498.0,0.497,2108,40,0.481,0.819 +708205083,Existing Customer,38,F,1,High School,Married,Less than $40K,Blue,28,6,4,3,1438.3,0,1438.3,0.767,4815,81,0.653,0.0 +715276683,Existing Customer,52,M,2,High School,Married,$60K - $80K,Blue,45,5,1,4,24287.0,1676,22611.0,0.506,5495,69,0.816,0.069 +721254858,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,18,6,1,1,1694.0,1074,620.0,0.78,3857,70,0.75,0.634 +712257258,Attrited Customer,50,F,1,High School,Single,Less than $40K,Blue,36,4,2,5,1457.0,0,1457.0,0.493,1441,39,0.393,0.0 +789616158,Existing Customer,33,M,3,Unknown,Divorced,Unknown,Blue,27,6,1,3,25045.0,0,25045.0,1.018,3444,52,0.926,0.0 +708773583,Existing Customer,52,F,3,Graduate,Unknown,$40K - $60K,Blue,45,5,2,0,10859.0,1710,9149.0,0.974,3987,64,0.829,0.157 +711110733,Existing Customer,45,M,3,High School,Married,$40K - $60K,Silver,33,3,2,1,16928.0,1519,15409.0,0.894,3355,66,0.886,0.09 +714043008,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,30,6,3,4,4297.0,0,4297.0,0.797,4310,76,0.767,0.0 +780602733,Existing Customer,42,M,3,Uneducated,Single,$60K - $80K,Blue,30,4,2,3,8302.0,1294,7008.0,0.558,3221,66,0.61,0.156 +823557333,Existing Customer,43,F,2,Uneducated,Unknown,Less than $40K,Blue,39,5,3,3,2734.0,2517,217.0,0.7,4457,86,0.955,0.921 +772825308,Existing Customer,40,M,3,Graduate,Divorced,$80K - $120K,Blue,31,4,2,3,27374.0,1509,25865.0,0.803,4231,60,0.714,0.055 +713251008,Existing Customer,43,F,2,Uneducated,Married,Unknown,Blue,38,6,3,1,2960.0,1853,1107.0,0.949,3921,63,0.853,0.626 +711175083,Existing Customer,54,M,3,Doctorate,Single,$60K - $80K,Blue,41,4,2,3,9110.0,0,9110.0,0.662,2999,75,0.786,0.0 +756477333,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,35,4,3,1,1539.0,0,1539.0,0.944,4793,71,0.614,0.0 +712294983,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,36,4,2,4,1947.0,1160,787.0,1.227,4496,71,1.29,0.596 +717023508,Existing Customer,45,F,3,Unknown,Unknown,$40K - $60K,Blue,36,6,1,2,2667.0,1551,1116.0,0.672,4883,85,0.735,0.582 +709869708,Existing Customer,54,F,3,College,Single,Less than $40K,Blue,45,5,1,4,3062.0,2039,1023.0,1.057,4037,71,0.821,0.666 +772133808,Existing Customer,47,F,3,Post-Graduate,Single,$40K - $60K,Blue,36,6,5,0,3114.0,1059,2055.0,0.78,4342,62,0.771,0.34 +768196008,Existing Customer,54,M,1,Uneducated,Single,$60K - $80K,Blue,48,5,2,3,14948.0,2158,12790.0,0.844,3094,56,1.0,0.144 +708916083,Attrited Customer,49,F,0,Doctorate,Unknown,Less than $40K,Blue,37,5,2,3,1749.0,0,1749.0,1.006,2510,38,0.407,0.0 +789526458,Existing Customer,44,M,3,Unknown,Married,$40K - $60K,Blue,36,4,2,1,2534.0,1706,828.0,0.793,3965,57,1.111,0.673 +716079708,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,36,5,2,2,2503.0,2373,130.0,0.697,4647,65,0.806,0.948 +720087708,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,31,4,3,2,1854.0,0,1854.0,0.885,5245,89,0.712,0.0 +714259533,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,35,3,1,3,4092.0,622,3470.0,0.775,5001,88,0.492,0.152 +714691683,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,54,4,1,4,13284.0,607,12677.0,0.857,4942,76,0.652,0.046 +768420558,Existing Customer,59,F,0,Graduate,Single,Less than $40K,Blue,53,6,3,4,4830.0,1469,3361.0,0.634,3365,63,0.75,0.304 +778364583,Attrited Customer,45,F,2,Graduate,Married,Less than $40K,Blue,25,3,2,3,5911.0,916,4995.0,0.471,1656,31,0.722,0.155 +719186433,Existing Customer,53,F,1,College,Single,Unknown,Blue,44,3,2,2,11012.0,1328,9684.0,0.617,3793,86,0.654,0.121 +719951208,Existing Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,24,5,3,2,19188.0,0,19188.0,0.453,4366,69,0.816,0.0 +720182658,Existing Customer,44,F,3,Uneducated,Single,Unknown,Blue,31,4,2,3,18056.0,940,17116.0,0.629,4473,72,0.6,0.052 +789022233,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,37,6,5,2,1438.3,754,684.3,0.74,4457,69,0.683,0.524 +713789883,Existing Customer,50,F,4,High School,Married,$40K - $60K,Blue,36,6,1,1,1479.0,1004,475.0,0.827,5116,75,0.974,0.679 +773018583,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,30,5,1,2,3144.0,2216,928.0,0.741,4717,75,0.562,0.705 +771354633,Existing Customer,58,M,1,College,Single,$80K - $120K,Blue,45,5,3,4,1854.0,1480,374.0,0.853,3292,73,0.921,0.798 +717308433,Attrited Customer,49,M,5,Uneducated,Unknown,$60K - $80K,Blue,43,3,3,3,1960.0,0,1960.0,0.493,2253,39,0.345,0.0 +712271958,Existing Customer,37,M,3,Uneducated,Unknown,$80K - $120K,Blue,36,4,2,3,9782.0,1793,7989.0,0.886,3672,75,0.923,0.183 +716736858,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,39,3,3,2,3144.0,0,3144.0,0.561,3774,80,0.818,0.0 +713796033,Attrited Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,42,6,3,3,4738.0,0,4738.0,0.641,1900,36,0.5,0.0 +710812533,Attrited Customer,46,F,3,High School,Single,Unknown,Silver,36,4,2,3,34516.0,154,34362.0,0.602,1987,46,0.586,0.004 +782555058,Existing Customer,35,F,1,Unknown,Married,Less than $40K,Blue,29,4,2,3,1438.3,856,582.3,0.792,4432,92,0.736,0.595 +714864333,Attrited Customer,43,M,2,College,Divorced,$120K +,Blue,37,4,1,2,34516.0,0,34516.0,0.536,1370,38,0.357,0.0 +787918158,Existing Customer,32,F,0,Uneducated,Married,Less than $40K,Blue,23,5,2,4,2156.0,1114,1042.0,0.603,4106,66,0.833,0.517 +779070033,Existing Customer,63,F,0,College,Single,Less than $40K,Blue,44,3,4,2,1938.0,0,1938.0,0.536,3974,56,0.931,0.0 +789945933,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,52,3,3,1,1438.3,0,1438.3,0.925,3560,67,0.861,0.0 +720810783,Attrited Customer,54,F,2,Graduate,Married,Unknown,Blue,44,2,3,3,3781.0,1692,2089.0,0.791,2310,43,0.72,0.448 +715627833,Existing Customer,48,M,3,High School,Married,$60K - $80K,Gold,37,6,2,0,34516.0,1948,32568.0,0.666,4539,75,0.705,0.056 +809538783,Existing Customer,49,M,1,High School,Single,$120K +,Blue,44,6,2,3,1438.3,1058,380.3,0.56,4109,72,0.8,0.736 +715987758,Attrited Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,36,3,2,1,3261.0,0,3261.0,1.012,3081,50,0.667,0.0 +711967158,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,23,6,3,1,2211.0,1370,841.0,0.781,4359,79,0.927,0.62 +712325433,Existing Customer,39,F,2,Unknown,Single,Unknown,Blue,28,6,2,2,1493.0,792,701.0,0.688,4131,80,0.702,0.53 +716470683,Existing Customer,48,F,3,Post-Graduate,Married,Unknown,Blue,36,3,1,3,20631.0,2048,18583.0,0.676,4827,77,0.711,0.099 +713289183,Existing Customer,53,F,3,Doctorate,Married,Less than $40K,Blue,33,6,2,1,2255.0,1647,608.0,0.848,4270,76,0.767,0.73 +711549408,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,42,5,1,3,1507.0,961,546.0,0.678,4126,90,0.667,0.638 +709523508,Existing Customer,65,F,0,Uneducated,Unknown,Less than $40K,Silver,53,5,1,2,11097.0,0,11097.0,0.648,4836,83,0.566,0.0 +717578358,Existing Customer,49,F,4,Graduate,Married,Unknown,Blue,40,5,1,1,8162.0,1704,6458.0,0.819,4334,80,0.739,0.209 +711673983,Existing Customer,44,M,4,Unknown,Single,$60K - $80K,Blue,36,3,1,2,18721.0,1568,17153.0,0.788,4537,81,0.8,0.084 +713388108,Attrited Customer,62,F,0,High School,Unknown,Less than $40K,Blue,51,4,2,3,5210.0,0,5210.0,0.64,2162,36,0.161,0.0 +715679733,Existing Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,36,5,2,4,1736.0,1513,223.0,0.829,3462,67,0.558,0.872 +779694183,Existing Customer,51,M,3,College,Married,$80K - $120K,Blue,34,5,2,4,1864.0,1427,437.0,0.725,3833,73,0.587,0.766 +788544108,Existing Customer,43,F,2,High School,Single,Less than $40K,Blue,37,4,3,0,6611.0,1041,5570.0,0.744,4037,74,0.682,0.157 +715583283,Existing Customer,34,F,0,Graduate,Married,Unknown,Blue,13,4,1,4,7942.0,2087,5855.0,0.754,4068,66,0.61,0.263 +719917233,Attrited Customer,49,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,3,3,2,13382.0,1159,12223.0,0.404,1828,45,0.5,0.087 +717103758,Attrited Customer,63,M,0,Graduate,Single,Unknown,Blue,55,5,0,2,18550.0,0,18550.0,0.908,2616,42,0.826,0.0 +714621183,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,4,2650.0,1646,1004.0,0.747,4512,80,0.509,0.621 +721365033,Attrited Customer,37,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,2,4,1696.0,0,1696.0,0.857,2095,43,0.536,0.0 +712999008,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,33,3,1,1,2628.0,1771,857.0,0.788,4316,72,0.6,0.674 +780790008,Existing Customer,46,F,3,Unknown,Married,$40K - $60K,Blue,39,6,3,2,1457.0,563,894.0,0.711,3967,69,0.568,0.386 +779499933,Existing Customer,46,M,5,Uneducated,Unknown,$80K - $120K,Blue,28,6,1,1,34516.0,1259,33257.0,0.671,4300,94,0.741,0.036 +717200508,Existing Customer,40,F,4,Uneducated,Single,Unknown,Blue,32,3,1,3,3056.0,2038,1018.0,0.675,4734,73,0.659,0.667 +716995083,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,44,6,2,4,2650.0,1049,1601.0,0.874,4218,64,0.73,0.396 +718137183,Existing Customer,58,F,1,College,Married,Less than $40K,Blue,38,4,2,3,3331.0,2251,1080.0,1.044,5379,92,0.643,0.676 +787507833,Existing Customer,49,F,1,Uneducated,Unknown,Less than $40K,Blue,38,6,2,1,3343.0,1820,1523.0,0.727,4507,63,0.703,0.544 +810974958,Attrited Customer,51,M,2,High School,Married,$60K - $80K,Blue,46,5,3,2,4123.0,1760,2363.0,0.869,2447,40,0.429,0.427 +717967833,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,36,3,1,0,2677.0,1555,1122.0,0.639,4757,81,0.688,0.581 +712267983,Attrited Customer,57,F,0,Graduate,Single,Less than $40K,Blue,45,4,3,3,3023.0,2517,506.0,0.646,2477,42,0.615,0.833 +717376758,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,47,4,3,1,2238.0,1324,914.0,0.762,4108,72,0.846,0.592 +718250883,Attrited Customer,59,F,2,High School,Married,Unknown,Blue,51,3,3,3,3875.0,1397,2478.0,0.573,2312,49,0.581,0.361 +717491058,Existing Customer,42,M,2,Post-Graduate,Single,$60K - $80K,Blue,26,6,2,3,20803.0,1747,19056.0,0.311,4012,60,0.429,0.084 +802243458,Attrited Customer,48,M,2,Doctorate,Single,$40K - $60K,Blue,42,6,3,2,2760.0,0,2760.0,0.576,1759,34,0.214,0.0 +714485508,Existing Customer,45,M,3,Doctorate,Single,$80K - $120K,Blue,36,6,2,4,9086.0,1254,7832.0,0.93,3906,81,0.8,0.138 +711377808,Existing Customer,47,M,3,Graduate,Unknown,$60K - $80K,Blue,36,4,3,2,21142.0,0,21142.0,0.812,4360,66,1.357,0.0 +718565733,Existing Customer,62,M,0,Unknown,Single,Less than $40K,Blue,36,3,2,4,3653.0,1769,1884.0,0.825,4423,67,0.763,0.484 +712723608,Existing Customer,44,F,3,Uneducated,Unknown,Less than $40K,Blue,36,6,2,4,1713.0,0,1713.0,0.678,3999,66,1.062,0.0 +789948408,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,46,3,1,4,34516.0,1718,32798.0,0.51,5220,74,0.423,0.05 +734909358,Existing Customer,43,M,4,Graduate,Single,$80K - $120K,Blue,33,4,1,1,6548.0,1244,5304.0,0.667,4354,79,0.927,0.19 +719267283,Existing Customer,35,F,2,Doctorate,Married,$40K - $60K,Blue,27,6,1,0,1953.0,1554,399.0,0.581,4598,71,0.651,0.796 +780684933,Existing Customer,49,M,3,High School,Unknown,$40K - $60K,Blue,38,4,1,3,3051.0,1783,1268.0,0.732,4887,69,0.725,0.584 +720330558,Attrited Customer,44,M,3,Graduate,Married,$80K - $120K,Blue,25,5,2,3,25256.0,966,24290.0,0.488,2048,40,0.333,0.038 +720784833,Attrited Customer,48,F,3,Graduate,Single,Unknown,Blue,36,3,3,1,1630.0,1243,387.0,0.4,1884,43,0.303,0.763 +789059958,Existing Customer,42,M,4,High School,Married,$120K +,Gold,30,6,2,4,34516.0,1045,33471.0,0.848,3574,75,0.923,0.03 +797138883,Existing Customer,43,M,4,Unknown,Married,$40K - $60K,Blue,37,3,2,3,10800.0,1491,9309.0,0.543,3966,77,0.638,0.138 +721448283,Attrited Customer,39,F,1,Graduate,Single,Less than $40K,Blue,26,3,3,1,1876.0,1536,340.0,0.712,2579,47,0.469,0.819 +710552733,Attrited Customer,42,M,5,Unknown,Married,$60K - $80K,Blue,36,2,3,2,4963.0,0,4963.0,0.637,2335,40,0.429,0.0 +742778358,Existing Customer,44,M,1,Graduate,Single,$60K - $80K,Blue,37,3,1,4,16739.0,1229,15510.0,0.497,4014,69,0.568,0.073 +713933658,Existing Customer,56,F,0,Graduate,Single,Less than $40K,Blue,45,3,6,2,2463.0,1621,842.0,0.568,4118,70,0.591,0.658 +788142483,Existing Customer,46,M,3,College,Single,$80K - $120K,Silver,38,3,3,1,34516.0,1278,33238.0,0.51,4699,73,0.622,0.037 +789705408,Existing Customer,50,M,2,College,Married,$60K - $80K,Blue,37,4,1,2,4743.0,1687,3056.0,0.957,3739,55,0.618,0.356 +780378633,Existing Customer,43,M,3,College,Unknown,$60K - $80K,Blue,33,4,3,4,9382.0,1455,7927.0,0.482,3412,71,0.821,0.155 +817422408,Existing Customer,45,F,3,Uneducated,Single,Less than $40K,Blue,30,3,2,3,2059.0,1118,941.0,0.788,4110,71,1.152,0.543 +781297983,Existing Customer,58,M,2,Unknown,Divorced,$60K - $80K,Blue,52,6,2,3,20410.0,1196,19214.0,0.726,3525,78,0.733,0.059 +710671608,Existing Customer,39,F,2,Graduate,Divorced,Less than $40K,Blue,31,5,3,4,6798.0,918,5880.0,0.671,3961,69,0.605,0.135 +719967708,Existing Customer,44,F,2,Unknown,Single,Less than $40K,Blue,32,3,1,4,6472.0,2128,4344.0,0.58,3592,66,0.833,0.329 +711879633,Existing Customer,45,M,3,High School,Single,Less than $40K,Blue,29,4,1,2,2766.0,1985,781.0,0.796,4480,70,0.75,0.718 +716444733,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,46,5,3,4,1438.3,0,1438.3,0.907,4271,79,0.756,0.0 +718460958,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,35,3,3,4,3283.0,1856,1427.0,1.103,4498,64,0.829,0.565 +789953733,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,37,5,1,3,2470.0,1961,509.0,0.802,4519,78,0.733,0.794 +770278833,Existing Customer,43,M,4,Unknown,Married,$120K +,Blue,37,3,1,3,20695.0,1250,19445.0,0.605,3924,82,0.783,0.06 +787291308,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,36,5,2,4,4228.0,1709,2519.0,0.493,4389,79,0.58,0.404 +710644158,Existing Customer,45,M,3,Graduate,Unknown,$80K - $120K,Blue,28,5,3,1,31743.0,1332,30411.0,0.665,4293,73,0.622,0.042 +717095733,Existing Customer,48,F,4,Unknown,Unknown,Less than $40K,Blue,29,6,3,4,3212.0,2517,695.0,0.785,4284,69,1.3,0.784 +813338733,Existing Customer,47,F,3,Unknown,Single,Unknown,Blue,42,3,2,2,5884.0,1382,4502.0,0.91,4477,82,0.745,0.235 +787536933,Existing Customer,44,F,3,Unknown,Single,Less than $40K,Blue,33,6,2,3,1724.0,0,1724.0,0.669,4768,80,0.86,0.0 +714384783,Attrited Customer,59,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,3,2468.0,0,2468.0,0.5,2017,37,0.762,0.0 +713847858,Attrited Customer,49,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.409,1849,43,0.536,0.0 +809809008,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,42,5,1,2,3111.0,1541,1570.0,0.656,4570,68,0.511,0.495 +719446833,Existing Customer,58,F,1,High School,Married,Less than $40K,Blue,46,4,1,3,2799.0,1532,1267.0,0.583,4214,83,0.537,0.547 +720570333,Existing Customer,48,F,3,College,Married,Less than $40K,Blue,36,5,3,0,1912.0,1163,749.0,0.871,4786,81,0.723,0.608 +815308683,Existing Customer,46,M,3,College,Married,$80K - $120K,Blue,41,4,3,1,18927.0,887,18040.0,1.065,3101,54,1.0,0.047 +810875958,Attrited Customer,51,F,3,Graduate,Married,Less than $40K,Blue,46,1,4,3,2016.0,395,1621.0,0.711,2473,44,0.571,0.196 +717775608,Existing Customer,51,M,2,Post-Graduate,Unknown,$80K - $120K,Blue,43,4,2,0,4830.0,1970,2860.0,0.799,4850,80,0.633,0.408 +718766058,Attrited Customer,56,M,2,Graduate,Single,$80K - $120K,Blue,36,1,2,2,1438.3,0,1438.3,0.65,2123,37,0.542,0.0 +710656683,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,36,4,3,1,1986.0,1614,372.0,0.554,4442,64,0.73,0.813 +768390708,Existing Customer,47,M,2,Unknown,Single,$80K - $120K,Blue,41,6,1,1,2877.0,1136,1741.0,0.756,4006,68,0.478,0.395 +713263758,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,45,3,2,2,2312.0,1997,315.0,0.787,5085,78,0.773,0.864 +754564308,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,39,3,3,2,2644.0,2126,518.0,0.748,3601,66,0.65,0.804 +827890758,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,35,5,3,0,2062.0,1302,760.0,0.631,3785,63,0.75,0.631 +779945508,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,35,5,2,2,3510.0,1881,1629.0,0.66,3808,81,0.884,0.536 +720807183,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,36,3,2,1,15026.0,916,14110.0,0.721,3281,63,0.8,0.061 +709309308,Attrited Customer,50,M,3,College,Unknown,$80K - $120K,Blue,37,1,3,2,27186.0,0,27186.0,0.504,1704,34,0.478,0.0 +715844733,Existing Customer,45,M,5,High School,Married,$60K - $80K,Blue,36,6,3,2,2174.0,877,1297.0,0.644,4596,71,0.449,0.403 +712332183,Existing Customer,42,M,3,College,Single,$80K - $120K,Blue,36,6,1,0,29535.0,895,28640.0,0.952,3934,74,0.644,0.03 +790123983,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,43,4,2,1,2974.0,2090,884.0,0.975,4297,88,0.833,0.703 +711721458,Attrited Customer,50,F,2,Graduate,Unknown,Less than $40K,Blue,36,5,2,2,1438.3,0,1438.3,0.658,2329,43,0.593,0.0 +716860233,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,39,3,3,0,8148.0,701,7447.0,0.819,4124,87,0.891,0.086 +714678408,Existing Customer,48,F,4,Post-Graduate,Married,Less than $40K,Blue,31,6,6,4,2646.0,1983,663.0,0.7,4727,83,0.804,0.749 +708798483,Attrited Customer,37,F,3,Unknown,Single,Unknown,Blue,24,2,3,2,2054.0,0,2054.0,0.87,2567,43,0.593,0.0 +708501783,Attrited Customer,43,M,2,High School,Married,$120K +,Blue,36,6,2,4,34516.0,1477,33039.0,0.324,1868,40,0.212,0.043 +713645883,Existing Customer,37,F,1,High School,Single,Less than $40K,Blue,23,6,3,4,1879.0,1486,393.0,0.836,5202,88,0.692,0.791 +718622658,Existing Customer,45,M,4,High School,Single,$80K - $120K,Blue,34,3,2,3,15913.0,1696,14217.0,0.632,4472,86,0.792,0.107 +710641008,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,36,5,3,4,8685.0,0,8685.0,0.666,2473,56,0.6,0.0 +718547358,Existing Customer,60,F,2,Uneducated,Unknown,$40K - $60K,Blue,52,4,3,2,2676.0,1740,936.0,0.735,3863,69,0.725,0.65 +716177583,Existing Customer,58,F,1,Post-Graduate,Single,Less than $40K,Blue,36,6,2,4,1438.3,0,1438.3,0.657,4722,89,0.745,0.0 +713417433,Existing Customer,42,M,2,Graduate,Single,$40K - $60K,Blue,28,3,1,3,1711.0,0,1711.0,0.983,4496,77,0.925,0.0 +713043183,Existing Customer,61,M,0,High School,Single,$40K - $60K,Blue,48,3,2,4,2572.0,1969,603.0,0.644,4313,84,0.787,0.766 +719328858,Attrited Customer,56,M,4,High School,Married,$60K - $80K,Blue,43,6,2,6,4535.0,0,4535.0,0.831,2342,40,0.6,0.0 +718501983,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,36,5,6,1,5950.0,1117,4833.0,0.57,4682,89,0.679,0.188 +803800533,Attrited Customer,39,M,1,Unknown,Single,$40K - $60K,Blue,33,3,3,4,2088.0,975,1113.0,1.144,2866,59,0.735,0.467 +771790083,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Silver,32,4,3,2,10466.0,2080,8386.0,0.648,4116,64,0.684,0.199 +712817808,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,23,5,2,1,4761.0,1561,3200.0,0.69,2045,53,1.65,0.328 +811697958,Existing Customer,50,F,4,Unknown,Married,Less than $40K,Blue,45,4,1,4,1488.0,755,733.0,0.783,4451,65,0.711,0.507 +817089408,Existing Customer,44,M,2,College,Married,$60K - $80K,Blue,27,3,1,2,19114.0,1754,17360.0,0.865,4413,69,0.725,0.092 +803406558,Existing Customer,30,F,1,Uneducated,Single,Unknown,Blue,24,3,5,4,7536.0,1272,6264.0,0.683,4189,86,0.911,0.169 +717297708,Existing Customer,47,F,1,Graduate,Single,Unknown,Blue,37,6,3,3,2441.0,1672,769.0,0.893,4439,74,0.682,0.685 +808756458,Existing Customer,47,M,3,Graduate,Married,$80K - $120K,Blue,42,6,3,3,13189.0,1205,11984.0,0.708,3821,83,0.66,0.091 +718352358,Attrited Customer,49,F,3,Post-Graduate,Married,Less than $40K,Blue,35,3,3,2,1914.0,0,1914.0,0.677,2687,41,0.414,0.0 +780638958,Existing Customer,42,F,2,Graduate,Divorced,$40K - $60K,Blue,31,6,2,1,2468.0,1850,618.0,0.775,4483,77,0.54,0.75 +721026033,Existing Customer,57,F,1,Unknown,Single,Less than $40K,Blue,44,4,3,2,2564.0,1258,1306.0,1.156,2673,43,0.87,0.491 +719894433,Attrited Customer,43,F,4,Unknown,Married,Less than $40K,Blue,24,6,2,3,1679.0,951,728.0,0.706,2492,43,0.593,0.566 +812493033,Existing Customer,44,F,3,High School,Single,$40K - $60K,Blue,37,4,1,1,3410.0,1110,2300.0,0.63,5102,63,0.615,0.326 +718256658,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,38,6,5,1,2728.0,0,2728.0,0.879,4554,75,0.744,0.0 +711421233,Existing Customer,51,M,3,High School,Single,$60K - $80K,Blue,43,5,3,3,7119.0,1513,5606.0,0.925,4969,84,0.909,0.213 +710335983,Existing Customer,57,F,0,High School,Divorced,Less than $40K,Blue,36,5,1,3,3532.0,869,2663.0,1.038,4297,64,0.778,0.246 +720108783,Existing Customer,60,F,1,Uneducated,Single,Unknown,Blue,50,6,3,3,7459.0,1717,5742.0,1.001,4328,68,0.581,0.23 +818259558,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,56,4,2,3,2294.0,1582,712.0,0.775,3951,79,0.881,0.69 +708511983,Existing Customer,37,M,3,Graduate,Married,$80K - $120K,Blue,18,5,3,2,1663.0,0,1663.0,0.778,3950,82,0.864,0.0 +708838908,Existing Customer,49,F,3,Unknown,Single,$40K - $60K,Blue,42,4,3,4,5129.0,1654,3475.0,0.618,3192,61,0.848,0.322 +778720533,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,37,3,2,3,1722.0,0,1722.0,0.863,2141,35,0.346,0.0 +793015083,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,40,5,3,4,2586.0,1270,1316.0,0.675,4481,77,0.925,0.491 +821336133,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,46,5,3,2,8708.0,996,7712.0,0.527,3927,60,0.935,0.114 +713905608,Existing Customer,56,F,3,Unknown,Single,Less than $40K,Blue,50,5,2,2,8869.0,0,8869.0,0.721,3270,63,0.8,0.0 +779164608,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,34,6,2,3,2641.0,1336,1305.0,1.019,4224,77,0.791,0.506 +714835833,Existing Customer,43,M,4,High School,Divorced,$80K - $120K,Blue,36,3,3,2,34516.0,1048,33468.0,0.864,4192,73,0.738,0.03 +823863033,Existing Customer,52,M,2,Unknown,Married,$80K - $120K,Silver,48,6,6,1,34516.0,1473,33043.0,0.642,4254,73,0.587,0.043 +713321508,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,36,3,1,4,1965.0,1175,790.0,0.657,4579,87,0.74,0.598 +708992733,Existing Customer,50,F,0,High School,Married,Less than $40K,Blue,36,4,3,2,1513.0,0,1513.0,0.854,4759,98,0.719,0.0 +709488108,Attrited Customer,42,M,4,College,Single,$40K - $60K,Blue,36,5,2,3,10543.0,0,10543.0,0.509,1841,39,0.5,0.0 +716094333,Existing Customer,49,M,1,Graduate,Single,$80K - $120K,Blue,42,6,2,1,17764.0,1459,16305.0,0.964,2750,57,0.9,0.082 +778567983,Existing Customer,50,F,2,Graduate,Single,$40K - $60K,Blue,43,4,1,3,1438.3,0,1438.3,1.196,4512,77,0.833,0.0 +712178883,Existing Customer,49,F,2,College,Single,$40K - $60K,Blue,36,3,2,1,6371.0,1946,4425.0,0.582,3592,79,0.756,0.305 +717490008,Existing Customer,43,M,4,Graduate,Divorced,$80K - $120K,Blue,36,5,1,1,19188.0,1622,17566.0,0.75,4282,52,0.926,0.085 +718282983,Existing Customer,60,M,0,College,Unknown,Less than $40K,Blue,47,6,3,3,3076.0,2257,819.0,0.795,4522,75,0.471,0.734 +747208083,Existing Customer,49,M,4,Graduate,Single,$40K - $60K,Blue,42,3,3,2,2822.0,1501,1321.0,1.043,4344,68,1.194,0.532 +820276908,Attrited Customer,42,F,4,College,Married,$40K - $60K,Blue,37,3,3,1,4139.0,0,4139.0,0.547,2232,41,0.464,0.0 +719960133,Existing Customer,42,M,3,College,Single,$80K - $120K,Silver,26,3,2,2,34516.0,904,33612.0,0.726,3910,68,0.659,0.026 +711062958,Existing Customer,43,M,3,Graduate,Single,$120K +,Blue,23,5,2,2,4121.0,2084,2037.0,0.807,3462,49,1.042,0.506 +714917583,Existing Customer,42,F,2,Doctorate,Unknown,Less than $40K,Silver,36,6,1,2,10074.0,1079,8995.0,0.813,3338,65,0.711,0.107 +767256933,Existing Customer,43,M,5,Uneducated,Married,$60K - $80K,Blue,36,6,2,4,2621.0,598,2023.0,0.967,4852,85,0.771,0.228 +712568358,Existing Customer,47,M,1,High School,Married,$60K - $80K,Blue,29,3,2,2,3394.0,0,3394.0,0.454,3115,69,0.816,0.0 +789182358,Existing Customer,56,M,1,Uneducated,Single,$80K - $120K,Blue,45,3,1,2,17628.0,1414,16214.0,0.603,3991,76,0.617,0.08 +716989683,Existing Customer,56,M,2,Doctorate,Single,$80K - $120K,Blue,48,4,3,3,4480.0,2465,2015.0,0.772,3331,74,0.682,0.55 +827968383,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,39,5,3,2,3370.0,2284,1086.0,0.673,4084,70,0.628,0.678 +819647358,Attrited Customer,38,M,2,Unknown,Single,$60K - $80K,Blue,33,2,3,2,12871.0,0,12871.0,0.598,2413,53,0.606,0.0 +788966958,Existing Customer,47,F,1,Graduate,Married,Unknown,Blue,34,3,2,2,3112.0,2023,1089.0,0.757,4613,86,0.593,0.65 +789502308,Attrited Customer,57,F,3,Unknown,Single,Less than $40K,Blue,49,1,3,5,1551.0,790,761.0,0.811,2379,46,0.769,0.509 +756458508,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,37,5,2,3,1682.0,930,752.0,0.903,3309,67,1.03,0.553 +714643983,Existing Customer,42,F,1,High School,Married,Less than $40K,Blue,36,5,3,3,2758.0,2017,741.0,0.883,4119,73,1.028,0.731 +711606558,Existing Customer,49,F,1,High School,Married,Less than $40K,Blue,39,5,2,2,1909.0,866,1043.0,0.88,4697,83,0.844,0.454 +824155458,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,44,5,1,2,11332.0,1647,9685.0,0.542,4674,72,0.714,0.145 +710445183,Existing Customer,44,M,5,Doctorate,Single,$120K +,Blue,31,5,1,2,7567.0,2496,5071.0,0.709,4076,60,0.579,0.33 +802834158,Attrited Customer,42,M,4,Unknown,Married,$60K - $80K,Blue,36,3,2,2,6743.0,1737,5006.0,0.598,1934,30,0.579,0.258 +712038258,Attrited Customer,48,M,4,Unknown,Single,$80K - $120K,Blue,36,3,3,3,32838.0,1717,31121.0,0.995,2538,42,0.4,0.052 +712864683,Attrited Customer,42,F,3,Doctorate,Single,Less than $40K,Blue,30,2,3,3,1438.3,0,1438.3,0.373,1693,37,0.423,0.0 +813971283,Existing Customer,43,M,4,Unknown,Married,$80K - $120K,Blue,38,5,1,2,2510.0,1508,1002.0,0.728,3623,63,0.853,0.601 +764211033,Existing Customer,50,F,3,Uneducated,Unknown,Less than $40K,Blue,43,6,2,1,3199.0,2517,682.0,0.699,4483,87,0.776,0.787 +721424583,Existing Customer,35,F,1,High School,Married,Less than $40K,Blue,26,4,2,3,1918.0,900,1018.0,0.873,4237,76,0.9,0.469 +713886333,Attrited Customer,47,M,2,High School,Married,$60K - $80K,Blue,39,2,3,1,18660.0,728,17932.0,0.403,1682,43,0.303,0.039 +711741708,Attrited Customer,41,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,33,3,2,3,7591.0,0,7591.0,0.648,2302,42,0.5,0.0 +794217108,Existing Customer,43,M,2,College,Single,$120K +,Blue,37,6,3,1,14315.0,1348,12967.0,0.681,3694,67,0.718,0.094 +715339758,Existing Customer,64,F,1,High School,Divorced,Unknown,Blue,36,3,3,1,18038.0,1184,16854.0,0.827,4168,64,0.6,0.066 +709610283,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,34,3,2,3,1853.0,0,1853.0,0.846,4544,72,0.565,0.0 +714575208,Existing Customer,49,M,5,Doctorate,Single,$40K - $60K,Blue,43,3,1,1,4951.0,2002,2949.0,0.684,4192,62,0.55,0.404 +716758908,Existing Customer,46,M,3,Uneducated,Single,$120K +,Blue,27,4,2,3,34516.0,2213,32303.0,0.584,4492,71,0.821,0.064 +778915233,Attrited Customer,51,F,0,Graduate,Married,Less than $40K,Blue,32,4,2,3,1757.0,331,1426.0,0.879,2377,47,0.516,0.188 +789466008,Existing Customer,47,M,5,Graduate,Married,$60K - $80K,Blue,38,5,3,4,24033.0,612,23421.0,0.635,3578,75,0.531,0.025 +716635758,Existing Customer,38,F,2,Unknown,Single,$40K - $60K,Blue,29,5,3,2,3276.0,2331,945.0,0.567,4345,68,0.511,0.712 +771819258,Existing Customer,52,M,1,Unknown,Married,$120K +,Blue,40,4,1,2,3614.0,0,3614.0,0.671,4561,82,0.907,0.0 +713451408,Existing Customer,47,M,4,High School,Divorced,$60K - $80K,Blue,36,6,1,3,1943.0,1654,289.0,0.648,3392,70,0.591,0.851 +780146658,Attrited Customer,40,F,2,Post-Graduate,Married,$40K - $60K,Blue,25,2,2,4,3795.0,2517,1278.0,0.563,1633,32,0.778,0.663 +711675108,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,30,3,3,1,4075.0,2189,1886.0,0.695,3956,71,0.732,0.537 +755467683,Attrited Customer,48,F,1,Graduate,Single,Less than $40K,Blue,41,6,2,4,3001.0,482,2519.0,0.814,2403,42,0.615,0.161 +792864858,Existing Customer,47,M,4,Unknown,Unknown,Less than $40K,Blue,37,6,3,3,5726.0,834,4892.0,0.569,2311,58,0.487,0.146 +713009208,Existing Customer,54,F,3,Graduate,Single,Less than $40K,Blue,44,3,2,3,2077.0,1634,443.0,0.771,4292,66,0.833,0.787 +772231233,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Blue,30,6,2,4,2157.0,721,1436.0,0.769,4250,85,0.889,0.334 +720510333,Existing Customer,40,F,3,College,Unknown,$40K - $60K,Blue,20,6,2,2,2037.0,1349,688.0,0.743,4574,84,0.714,0.662 +780199233,Existing Customer,33,M,2,Doctorate,Single,$120K +,Blue,23,5,1,1,14914.0,1102,13812.0,0.823,4478,87,0.673,0.074 +711700158,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,39,5,3,2,1580.0,620,960.0,0.746,4384,70,0.522,0.392 +788275083,Existing Customer,46,M,3,College,Married,$60K - $80K,Blue,38,5,3,4,15483.0,1719,13764.0,0.686,4678,80,0.509,0.111 +708804633,Attrited Customer,44,F,2,Doctorate,Divorced,Less than $40K,Blue,36,1,2,2,1916.0,0,1916.0,1.041,2888,39,0.444,0.0 +714479358,Attrited Customer,51,M,3,Graduate,Single,$80K - $120K,Blue,36,6,3,3,3610.0,1554,2056.0,0.501,2216,34,0.308,0.43 +711406758,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,2,1667.0,0,1667.0,0.686,4385,80,0.951,0.0 +821424483,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,47,4,3,1,1438.3,0,1438.3,0.826,4242,70,0.458,0.0 +769438608,Attrited Customer,48,F,1,Graduate,Married,Less than $40K,Blue,42,3,3,2,1942.0,860,1082.0,0.708,2522,42,0.312,0.443 +822068583,Existing Customer,48,F,4,Uneducated,Single,Unknown,Blue,44,4,3,0,2231.0,0,2231.0,0.712,3946,48,1.286,0.0 +711371208,Existing Customer,50,F,4,College,Married,Unknown,Blue,36,4,2,2,6465.0,1863,4602.0,0.399,4490,68,0.789,0.288 +788832033,Existing Customer,35,M,2,High School,Unknown,$40K - $60K,Blue,19,4,3,3,8599.0,938,7661.0,0.537,3015,64,0.73,0.109 +713452533,Existing Customer,35,F,4,Graduate,Single,Less than $40K,Blue,22,6,3,3,1438.3,0,1438.3,0.512,3427,64,0.829,0.0 +720212508,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,37,4,3,4,4402.0,697,3705.0,0.7,3325,76,0.652,0.158 +717825033,Existing Customer,50,M,0,Unknown,Divorced,$60K - $80K,Blue,36,3,3,2,5444.0,2499,2945.0,0.468,4509,80,0.667,0.459 +779926608,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,6,2,1,1438.3,0,1438.3,0.909,4697,82,0.907,0.0 +713608383,Attrited Customer,54,F,1,Unknown,Married,Less than $40K,Blue,40,1,1,4,1438.3,0,1438.3,0.43,1632,36,0.44,0.0 +710125608,Existing Customer,45,F,5,Unknown,Single,Less than $40K,Blue,36,4,2,0,2679.0,1558,1121.0,0.997,4756,73,0.553,0.582 +712724733,Existing Customer,31,F,0,Post-Graduate,Single,Less than $40K,Blue,19,6,3,1,2766.0,1731,1035.0,0.569,3959,71,0.732,0.626 +718286658,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Silver,22,5,3,1,25293.0,1140,24153.0,1.01,4059,80,0.86,0.045 +714195108,Existing Customer,45,F,2,Post-Graduate,Single,Unknown,Blue,37,3,3,4,2707.0,1796,911.0,0.597,4077,70,1.059,0.663 +720867708,Attrited Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,33,1,3,2,1748.0,1103,645.0,0.739,2335,41,0.708,0.631 +752573508,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,26,3,2,4,4034.0,1867,2167.0,0.656,3718,72,0.756,0.463 +768661758,Existing Customer,53,M,0,Uneducated,Divorced,$120K +,Blue,47,5,2,1,26129.0,1752,24377.0,0.742,4919,75,0.744,0.067 +721126833,Attrited Customer,51,M,2,High School,Married,$80K - $120K,Blue,41,5,2,3,14902.0,0,14902.0,0.312,2038,39,0.625,0.0 +716093133,Existing Customer,38,F,2,Uneducated,Single,$40K - $60K,Blue,31,5,2,2,12228.0,2137,10091.0,0.553,3831,68,0.511,0.175 +771092433,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,42,4,3,3,1724.0,0,1724.0,0.936,4434,67,0.811,0.0 +712807758,Attrited Customer,47,F,3,Graduate,Single,Less than $40K,Blue,39,3,3,3,1438.3,0,1438.3,0.502,2476,32,0.778,0.0 +721514883,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,25,5,0,1,16665.0,1147,15518.0,0.799,4657,78,0.696,0.069 +824140908,Attrited Customer,52,M,3,Uneducated,Single,$120K +,Blue,48,5,3,4,20974.0,0,20974.0,0.0,1246,27,0.0,0.0 +712971708,Existing Customer,43,F,5,Unknown,Single,Less than $40K,Blue,26,6,0,3,3139.0,1089,2050.0,1.034,4648,80,0.778,0.347 +716471508,Existing Customer,54,M,2,Unknown,Single,$120K +,Blue,36,5,1,2,19865.0,0,19865.0,0.59,4350,83,0.766,0.0 +782548758,Existing Customer,42,F,5,High School,Divorced,Less than $40K,Blue,36,5,2,3,2069.0,1288,781.0,0.81,5668,82,0.64,0.623 +720444408,Attrited Customer,35,F,1,College,Single,Less than $40K,Blue,25,2,2,4,2231.0,1791,440.0,0.82,2576,42,0.75,0.803 +717389433,Existing Customer,62,F,0,High School,Single,Unknown,Silver,51,3,1,4,33371.0,0,33371.0,0.649,3638,67,0.634,0.0 +714292533,Existing Customer,48,F,3,College,Married,Less than $40K,Blue,36,4,1,2,2544.0,0,2544.0,0.759,3593,64,1.0,0.0 +709585758,Existing Customer,41,M,4,High School,Single,$120K +,Blue,28,5,1,4,34516.0,0,34516.0,0.791,4004,86,0.755,0.0 +712096758,Existing Customer,49,F,2,Graduate,Unknown,$40K - $60K,Blue,36,6,3,1,5370.0,653,4717.0,0.782,4504,81,0.929,0.122 +811463283,Existing Customer,54,M,0,Graduate,Single,$80K - $120K,Blue,42,3,1,1,22437.0,1389,21048.0,0.917,3283,50,1.273,0.062 +789358908,Attrited Customer,53,F,3,College,Married,Less than $40K,Blue,43,3,2,2,3573.0,0,3573.0,0.842,2562,36,0.44,0.0 +718146258,Existing Customer,51,M,2,Graduate,Divorced,$60K - $80K,Blue,41,4,3,1,1959.0,0,1959.0,0.454,3737,71,0.614,0.0 +710779083,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,48,3,3,4,1661.0,0,1661.0,0.672,4338,77,0.925,0.0 +709166883,Existing Customer,39,F,3,Uneducated,Single,Unknown,Blue,27,6,2,1,5363.0,0,5363.0,0.67,4121,78,0.625,0.0 +712554183,Existing Customer,65,F,2,College,Single,$40K - $60K,Blue,54,4,3,2,3009.0,721,2288.0,0.68,4070,71,0.614,0.24 +721315233,Existing Customer,47,M,4,High School,Single,$40K - $60K,Silver,32,3,3,4,18535.0,1192,17343.0,0.646,3780,70,0.667,0.064 +714766383,Existing Customer,42,M,3,High School,Single,Less than $40K,Blue,24,4,3,2,2171.0,1415,756.0,0.773,4992,77,0.833,0.652 +797491683,Attrited Customer,45,M,5,Unknown,Married,$80K - $120K,Silver,39,2,2,3,34516.0,1964,32552.0,0.624,2234,49,0.361,0.057 +714157908,Existing Customer,57,F,0,Unknown,Married,Less than $40K,Blue,42,5,1,4,2376.0,1515,861.0,0.72,3795,71,0.614,0.638 +714588408,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,43,4,3,2,2882.0,0,2882.0,0.722,4446,68,0.744,0.0 +719627133,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,37,4,3,4,3277.0,2481,796.0,0.606,3965,59,0.844,0.757 +714125883,Existing Customer,47,M,2,Unknown,Married,$80K - $120K,Blue,36,6,2,1,2514.0,1845,669.0,0.683,3696,71,0.614,0.734 +712865583,Existing Customer,57,F,5,Graduate,Married,$40K - $60K,Blue,49,4,2,2,3301.0,2517,784.0,0.842,3939,69,1.226,0.762 +779363283,Existing Customer,48,M,3,Post-Graduate,Single,$60K - $80K,Blue,34,4,3,2,12391.0,784,11607.0,0.875,4376,86,0.72,0.063 +779224758,Existing Customer,47,F,2,Doctorate,Single,Less than $40K,Blue,37,4,3,2,2168.0,1485,683.0,0.546,3828,86,0.72,0.685 +718775808,Existing Customer,42,F,3,Unknown,Married,Unknown,Blue,31,3,1,4,7762.0,1319,6443.0,0.793,5153,77,0.75,0.17 +710267583,Existing Customer,45,F,3,Doctorate,Divorced,Unknown,Blue,33,6,3,2,12587.0,815,11772.0,0.576,3914,83,0.766,0.065 +711305208,Existing Customer,52,M,2,Unknown,Married,$60K - $80K,Blue,36,6,3,4,14785.0,1088,13697.0,0.961,4354,70,0.489,0.074 +717531483,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,21,5,2,2,3433.0,964,2469.0,0.526,4444,87,0.642,0.281 +709170108,Attrited Customer,60,F,1,Unknown,Single,$40K - $60K,Blue,41,3,2,4,2425.0,0,2425.0,0.187,1522,36,0.2,0.0 +716056158,Attrited Customer,63,M,0,Graduate,Single,$60K - $80K,Blue,51,3,3,3,11619.0,0,11619.0,0.631,2395,49,0.361,0.0 +711326583,Existing Customer,62,F,0,High School,Single,Less than $40K,Blue,50,3,3,3,3989.0,0,3989.0,0.997,4274,68,0.545,0.0 +715406658,Attrited Customer,47,F,1,Unknown,Single,Less than $40K,Blue,37,4,2,1,2173.0,596,1577.0,0.81,2738,45,0.406,0.274 +712814658,Existing Customer,50,F,0,Graduate,Married,Less than $40K,Blue,43,4,1,2,2393.0,1499,894.0,0.784,4755,82,0.745,0.626 +773228133,Attrited Customer,39,F,2,Graduate,Married,Less than $40K,Blue,29,3,2,2,1677.0,0,1677.0,0.869,2437,41,0.708,0.0 +710453283,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,27,5,4,2,2035.0,0,2035.0,0.779,4107,82,0.783,0.0 +795266208,Existing Customer,39,M,3,College,Single,$120K +,Blue,30,4,2,1,8842.0,0,8842.0,0.624,4493,79,0.756,0.0 +779090883,Existing Customer,42,F,2,Unknown,Unknown,Less than $40K,Blue,23,6,3,1,2483.0,1297,1186.0,0.744,3478,64,0.939,0.522 +712309758,Existing Customer,65,M,0,Graduate,Single,$40K - $60K,Blue,49,3,2,3,13921.0,1201,12720.0,0.556,4351,75,0.923,0.086 +716625033,Attrited Customer,32,F,1,Graduate,Single,Less than $40K,Blue,36,3,3,6,2761.0,0,2761.0,1.047,2753,43,0.654,0.0 +790112133,Existing Customer,47,F,2,Post-Graduate,Single,$40K - $60K,Blue,40,5,3,2,2623.0,1647,976.0,0.735,4388,83,0.804,0.628 +797238108,Existing Customer,49,F,4,Unknown,Divorced,Less than $40K,Blue,43,5,1,2,3232.0,824,2408.0,0.796,3915,74,0.644,0.255 +716782758,Attrited Customer,48,M,3,Graduate,Single,$60K - $80K,Blue,42,3,2,4,19075.0,0,19075.0,0.807,2013,32,0.455,0.0 +715588008,Existing Customer,45,M,4,College,Married,$80K - $120K,Blue,31,4,3,3,31978.0,1659,30319.0,0.556,2333,51,1.217,0.052 +713977308,Existing Customer,62,M,1,Graduate,Single,$120K +,Blue,53,4,3,4,34516.0,2061,32455.0,0.564,3820,76,0.767,0.06 +719059083,Existing Customer,45,F,3,High School,Unknown,Less than $40K,Blue,33,5,1,1,6225.0,1596,4629.0,0.826,4129,71,0.651,0.256 +708797583,Attrited Customer,49,F,4,Unknown,Single,Unknown,Blue,31,6,3,3,2672.0,0,2672.0,1.038,2576,39,0.5,0.0 +708809283,Attrited Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,33,1,3,1,10360.0,2517,7843.0,0.632,2414,28,0.273,0.243 +771529608,Existing Customer,50,M,2,High School,Married,$120K +,Blue,38,5,6,0,10747.0,1027,9720.0,0.925,4538,63,0.658,0.096 +715776033,Existing Customer,46,M,5,Uneducated,Single,$60K - $80K,Blue,33,4,1,3,3135.0,0,3135.0,0.572,4116,68,0.7,0.0 +778619358,Existing Customer,42,F,3,Uneducated,Single,Less than $40K,Blue,22,4,1,4,1438.3,860,578.3,0.761,4754,79,0.837,0.598 +715717608,Existing Customer,41,F,4,Uneducated,Unknown,Less than $40K,Blue,32,4,3,1,3189.0,0,3189.0,0.91,4813,86,0.755,0.0 +789204933,Existing Customer,65,M,1,Uneducated,Single,Less than $40K,Blue,55,3,2,4,8963.0,0,8963.0,0.744,4511,76,0.689,0.0 +711100608,Attrited Customer,55,M,1,Uneducated,Single,$60K - $80K,Blue,48,5,2,2,1723.0,0,1723.0,1.038,2574,43,0.72,0.0 +713591283,Existing Customer,36,F,3,Uneducated,Married,Unknown,Blue,23,6,6,1,2161.0,1404,757.0,0.68,4389,77,0.878,0.65 +719344608,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,27,6,3,3,3901.0,1001,2900.0,0.822,4313,72,1.323,0.257 +787659483,Existing Customer,58,F,1,Doctorate,Married,Less than $40K,Blue,48,4,2,2,1438.3,801,637.3,0.595,4223,60,0.579,0.557 +822948708,Existing Customer,42,F,3,Uneducated,Divorced,Less than $40K,Blue,38,5,2,2,3131.0,849,2282.0,0.992,3108,62,0.59,0.271 +710080383,Existing Customer,38,F,2,Graduate,Single,$40K - $60K,Blue,36,6,2,3,2331.0,1709,622.0,0.851,4417,69,0.816,0.733 +715596783,Existing Customer,29,F,1,Uneducated,Married,Less than $40K,Blue,18,3,3,3,1895.0,1146,749.0,0.685,4333,72,0.714,0.605 +798773208,Existing Customer,46,F,4,Unknown,Divorced,Unknown,Blue,40,5,2,3,26496.0,1406,25090.0,0.96,3691,75,0.705,0.053 +768624258,Attrited Customer,55,F,2,Graduate,Single,Less than $40K,Blue,49,2,1,2,1583.0,234,1349.0,0.639,2541,36,0.385,0.148 +721412208,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,36,4,2,2,1438.3,904,534.3,0.761,3887,79,0.837,0.629 +708129933,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,5,3,2,2072.0,1544,528.0,0.903,4210,64,0.939,0.745 +719703483,Existing Customer,47,F,1,Doctorate,Divorced,Less than $40K,Blue,37,6,3,3,2707.0,1367,1340.0,0.794,4646,73,0.78,0.505 +708290208,Existing Customer,43,F,3,High School,Married,Less than $40K,Silver,31,3,3,4,13608.0,1190,12418.0,0.553,3118,76,0.767,0.087 +710431158,Existing Customer,52,F,3,Unknown,Single,Unknown,Blue,36,3,1,2,10273.0,1657,8616.0,0.71,3778,70,0.591,0.161 +816528333,Existing Customer,64,F,0,High School,Single,Less than $40K,Blue,56,6,6,1,2609.0,1115,1494.0,0.753,4546,59,0.903,0.427 +778760808,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,39,4,1,3,8431.0,1862,6569.0,0.59,2008,37,0.682,0.221 +718025808,Existing Customer,61,M,0,High School,Divorced,$60K - $80K,Blue,51,6,3,4,5852.0,1935,3917.0,0.829,3689,55,0.618,0.331 +815860008,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,35,5,2,4,3140.0,2183,957.0,0.58,5109,78,0.733,0.695 +780126033,Attrited Customer,50,M,4,Unknown,Married,$40K - $60K,Blue,35,6,1,5,12914.0,1227,11687.0,0.392,2082,54,0.459,0.095 +720135333,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,34,5,1,0,8694.0,961,7733.0,0.551,1753,49,0.441,0.111 +719174433,Attrited Customer,36,F,1,Unknown,Single,Less than $40K,Blue,24,2,1,2,1735.0,0,1735.0,0.74,2467,35,0.346,0.0 +821521983,Existing Customer,51,F,3,High School,Single,Unknown,Blue,46,4,1,4,2286.0,1641,645.0,0.947,4321,89,0.712,0.718 +716961933,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,3589.0,1808,1781.0,0.75,4262,70,0.667,0.504 +712834533,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,39,5,2,4,2673.0,1275,1398.0,0.691,4119,75,1.027,0.477 +710544033,Existing Customer,47,M,2,Unknown,Married,$80K - $120K,Blue,36,3,1,3,9437.0,2024,7413.0,0.664,4715,78,0.696,0.214 +710622333,Existing Customer,39,F,2,High School,Single,$40K - $60K,Blue,28,3,2,2,2751.0,2258,493.0,0.634,4386,67,0.675,0.821 +714277758,Existing Customer,40,M,1,High School,Single,$40K - $60K,Blue,28,6,2,1,11557.0,1050,10507.0,0.754,4064,75,0.786,0.091 +713166333,Existing Customer,38,F,2,High School,Married,Unknown,Blue,27,5,2,1,14831.0,1302,13529.0,0.916,4467,73,0.698,0.088 +714346608,Attrited Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,36,3,1,4,1495.0,0,1495.0,0.528,2220,50,0.562,0.0 +778284783,Existing Customer,44,M,5,Unknown,Married,$60K - $80K,Blue,34,5,3,2,2791.0,1979,812.0,0.807,4617,70,0.628,0.709 +714721608,Existing Customer,38,M,3,Graduate,Single,$120K +,Blue,29,4,3,0,9703.0,941,8762.0,0.721,4190,81,1.025,0.097 +716453883,Existing Customer,47,M,5,Unknown,Single,$120K +,Blue,39,6,3,1,3889.0,1839,2050.0,0.911,4423,63,0.703,0.473 +713876958,Existing Customer,32,F,0,Unknown,Single,Unknown,Blue,26,6,2,4,14140.0,845,13295.0,0.715,5036,76,0.689,0.06 +794967408,Existing Customer,53,M,3,Post-Graduate,Married,$80K - $120K,Blue,47,5,2,1,9106.0,975,8131.0,0.588,3863,74,0.644,0.107 +798481383,Attrited Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,34,5,1,2,2694.0,0,2694.0,0.872,2684,38,0.31,0.0 +718697583,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,36,6,3,2,19629.0,0,19629.0,0.766,4073,79,0.881,0.0 +711799458,Existing Customer,41,M,4,Graduate,Single,$40K - $60K,Blue,36,3,1,1,6507.0,1452,5055.0,0.802,4544,89,0.854,0.223 +823904133,Attrited Customer,53,F,2,College,Single,Unknown,Blue,49,2,2,4,10195.0,0,10195.0,0.629,2489,54,0.385,0.0 +718005108,Existing Customer,44,F,5,College,Married,Less than $40K,Blue,34,4,1,2,2096.0,1711,385.0,0.746,3692,68,0.744,0.816 +717877533,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,36,5,1,1,11314.0,0,11314.0,0.674,3761,70,0.628,0.0 +711883833,Existing Customer,50,F,1,Uneducated,Single,Less than $40K,Blue,37,6,1,1,1837.0,665,1172.0,0.844,4752,88,0.66,0.362 +711646908,Attrited Customer,39,M,3,Unknown,Single,$60K - $80K,Blue,23,1,2,3,7821.0,2517,5304.0,0.408,2010,43,0.344,0.322 +718171308,Attrited Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,6,3,4,1984.0,0,1984.0,0.89,2506,46,0.643,0.0 +709627983,Existing Customer,56,F,3,Post-Graduate,Single,Less than $40K,Blue,36,4,3,0,2535.0,1699,836.0,0.72,4497,68,0.789,0.67 +716580933,Existing Customer,63,M,0,Uneducated,Single,$40K - $60K,Blue,36,3,3,3,1970.0,1224,746.0,0.54,4533,65,0.625,0.621 +713600958,Existing Customer,50,M,1,Unknown,Married,$120K +,Blue,38,4,5,3,34516.0,2076,32440.0,0.812,3647,65,0.667,0.06 +772248408,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,29,5,1,4,2694.0,1833,861.0,1.044,3366,56,1.074,0.68 +720196158,Existing Customer,48,M,3,Unknown,Single,$60K - $80K,Blue,40,6,3,3,4476.0,0,4476.0,0.683,3350,67,0.634,0.0 +770024733,Attrited Customer,53,F,2,Uneducated,Single,$40K - $60K,Blue,47,1,2,3,1699.0,0,1699.0,0.602,2520,49,0.531,0.0 +710912733,Existing Customer,44,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,1953.0,1762,191.0,0.743,4590,91,0.655,0.902 +712860858,Existing Customer,56,F,2,Graduate,Unknown,Unknown,Blue,45,5,1,3,5264.0,0,5264.0,0.852,4943,70,0.795,0.0 +708702258,Attrited Customer,40,F,3,Uneducated,Single,Unknown,Blue,36,3,2,2,3698.0,478,3220.0,0.611,2051,31,0.632,0.129 +797169633,Existing Customer,41,M,4,Graduate,Single,$120K +,Blue,35,5,3,3,34516.0,825,33691.0,0.982,3127,51,0.962,0.024 +709922508,Existing Customer,40,F,4,Unknown,Married,Less than $40K,Blue,28,4,1,1,2712.0,0,2712.0,0.835,5207,79,0.927,0.0 +712802733,Existing Customer,45,F,4,High School,Divorced,Less than $40K,Blue,36,3,1,4,5486.0,685,4801.0,0.879,2965,70,0.556,0.125 +716981358,Existing Customer,40,F,2,Post-Graduate,Married,Less than $40K,Blue,32,3,3,0,2107.0,941,1166.0,0.975,4858,73,0.738,0.447 +758787333,Existing Customer,52,M,3,Uneducated,Unknown,$120K +,Blue,45,4,1,2,18096.0,2404,15692.0,0.734,3880,68,0.478,0.133 +720519333,Attrited Customer,59,F,2,Unknown,Single,Unknown,Blue,45,1,3,3,2721.0,1885,836.0,0.853,2594,48,0.455,0.693 +717387933,Existing Customer,49,F,2,High School,Divorced,Less than $40K,Blue,36,6,3,3,2976.0,2257,719.0,0.75,3837,57,0.781,0.758 +738195708,Existing Customer,47,M,2,Graduate,Divorced,$80K - $120K,Blue,40,6,1,3,16741.0,1225,15516.0,0.641,3608,56,0.514,0.073 +708560733,Existing Customer,42,F,3,Graduate,Divorced,Less than $40K,Blue,36,5,2,3,3714.0,2517,1197.0,0.857,4715,85,0.848,0.678 +717001908,Attrited Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,6,2,2,6936.0,0,6936.0,0.883,2874,44,0.63,0.0 +768972558,Existing Customer,43,M,5,High School,Married,$120K +,Blue,37,4,3,4,11099.0,0,11099.0,0.89,3980,77,0.75,0.0 +716899233,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Gold,20,6,4,3,15987.0,1965,14022.0,0.722,4542,70,0.591,0.123 +715567608,Existing Customer,45,F,1,High School,Unknown,Less than $40K,Blue,35,4,4,4,4406.0,1247,3159.0,1.037,3964,76,0.854,0.283 +713264583,Existing Customer,43,M,2,High School,Married,$120K +,Silver,23,3,3,2,34516.0,1153,33363.0,0.89,4486,71,0.69,0.033 +716769783,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,40,3,2,4,5104.0,736,4368.0,0.679,3943,78,0.696,0.144 +719564208,Attrited Customer,46,F,1,Uneducated,Single,$40K - $60K,Blue,30,3,2,1,7195.0,0,7195.0,1.035,2751,47,1.136,0.0 +716680983,Existing Customer,41,F,3,Doctorate,Married,Less than $40K,Blue,36,3,1,1,1956.0,1053,903.0,0.941,4924,70,0.795,0.538 +715719033,Existing Customer,38,F,3,Post-Graduate,Married,Less than $40K,Blue,32,4,3,2,3317.0,2517,800.0,0.862,3772,74,1.0,0.759 +713229633,Attrited Customer,45,F,0,Unknown,Married,$40K - $60K,Blue,30,3,2,4,2759.0,0,2759.0,0.535,2061,47,0.424,0.0 +788246958,Existing Customer,44,F,2,Graduate,Married,Unknown,Blue,36,3,1,2,6038.0,0,6038.0,0.666,4375,81,0.688,0.0 +720419358,Existing Customer,35,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,1,2942.0,2100,842.0,0.694,4548,71,0.821,0.714 +772545858,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,39,4,2,3,5095.0,0,5095.0,0.729,3808,89,0.508,0.0 +771431133,Existing Customer,47,F,4,Graduate,Unknown,Less than $40K,Blue,35,4,2,4,1438.3,0,1438.3,0.571,3778,69,0.816,0.0 +717800358,Existing Customer,48,M,3,High School,Single,$80K - $120K,Blue,36,3,3,4,10111.0,868,9243.0,0.748,4791,68,0.889,0.086 +798041508,Attrited Customer,50,F,4,Graduate,Single,Less than $40K,Blue,44,2,3,2,3201.0,2517,684.0,0.445,1880,42,0.355,0.786 +710626758,Existing Customer,44,M,4,Uneducated,Unknown,$60K - $80K,Blue,36,6,1,3,2761.0,0,2761.0,0.619,3706,65,0.585,0.0 +718982058,Existing Customer,37,M,3,Graduate,Divorced,$40K - $60K,Blue,36,5,2,0,5987.0,1405,4582.0,0.952,4011,72,0.674,0.235 +791822733,Existing Customer,47,F,3,High School,Single,Unknown,Blue,41,5,1,3,5630.0,748,4882.0,0.804,4904,81,0.761,0.133 +718762308,Existing Customer,35,F,1,Graduate,Single,Unknown,Blue,36,6,2,3,6622.0,2126,4496.0,1.041,3668,60,0.818,0.321 +716841783,Existing Customer,51,M,0,Graduate,Married,$120K +,Blue,36,4,2,3,18733.0,1292,17441.0,0.442,5080,85,0.491,0.069 +794524833,Existing Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,18,4,3,3,2265.0,1345,920.0,0.808,4009,73,0.49,0.594 +721359183,Existing Customer,33,F,2,Unknown,Married,$40K - $60K,Blue,19,4,3,4,2907.0,1537,1370.0,0.79,4390,76,1.0,0.529 +715014633,Attrited Customer,32,F,0,Uneducated,Married,Unknown,Blue,36,6,3,2,8791.0,0,8791.0,0.894,2579,51,0.594,0.0 +714372333,Attrited Customer,59,F,0,Doctorate,Married,Less than $40K,Blue,52,6,4,2,2302.0,0,2302.0,0.52,2256,40,0.667,0.0 +766946058,Existing Customer,51,F,2,Unknown,Unknown,$40K - $60K,Blue,44,4,6,4,5489.0,1665,3824.0,0.742,4010,75,0.786,0.303 +708549033,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,32,4,1,3,2055.0,1276,779.0,0.869,5025,70,0.707,0.621 +708378108,Existing Customer,39,F,1,Post-Graduate,Married,$40K - $60K,Blue,36,5,3,2,2147.0,771,1376.0,0.69,4631,76,0.767,0.359 +826168083,Existing Customer,49,F,4,Unknown,Divorced,Less than $40K,Blue,45,3,3,3,1757.0,1307,450.0,0.769,4750,72,0.756,0.744 +779320008,Attrited Customer,43,M,3,College,Married,$80K - $120K,Blue,25,3,3,3,2900.0,2517,383.0,0.719,2180,31,0.409,0.868 +715312158,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,29,4,2,3,2670.0,2079,591.0,0.649,3895,59,0.788,0.779 +711688983,Existing Customer,51,M,2,Unknown,Divorced,$80K - $120K,Blue,38,4,2,3,21382.0,1692,19690.0,0.731,3060,66,0.65,0.079 +714393708,Existing Customer,54,F,0,College,Married,$40K - $60K,Blue,46,6,2,3,2254.0,533,1721.0,1.043,4913,84,0.909,0.236 +789477483,Existing Customer,40,F,5,Unknown,Single,Unknown,Blue,31,6,3,1,4433.0,1488,2945.0,0.669,3847,76,0.9,0.336 +712481733,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,36,4,2,4,1438.3,739,699.3,0.727,4078,77,0.54,0.514 +713153733,Attrited Customer,49,F,2,Graduate,Unknown,Less than $40K,Blue,29,6,3,3,2520.0,1473,1047.0,0.515,2061,36,0.241,0.585 +780201633,Attrited Customer,41,F,3,Graduate,Single,$40K - $60K,Blue,31,4,3,2,5655.0,1154,4501.0,0.702,2189,51,0.7,0.204 +709285683,Existing Customer,48,M,4,Unknown,Divorced,$60K - $80K,Blue,31,4,1,1,1438.3,0,1438.3,0.836,4509,74,0.451,0.0 +789823383,Existing Customer,44,F,3,Unknown,Single,Less than $40K,Blue,34,3,3,4,2786.0,1635,1151.0,0.921,4532,82,1.0,0.587 +709980783,Existing Customer,51,F,3,High School,Divorced,Less than $40K,Blue,36,4,3,0,3961.0,1729,2232.0,0.783,4066,63,0.8,0.437 +772054458,Existing Customer,43,M,3,Unknown,Unknown,$60K - $80K,Blue,32,4,1,3,2476.0,1944,532.0,0.881,4025,65,0.585,0.785 +788095158,Attrited Customer,52,M,3,Uneducated,Married,$80K - $120K,Blue,44,3,3,3,11606.0,0,11606.0,0.797,2623,39,0.393,0.0 +717045033,Existing Customer,45,F,3,Unknown,Married,Unknown,Blue,36,6,1,3,8459.0,757,7702.0,0.648,4677,87,0.673,0.089 +710503308,Existing Customer,48,F,2,Graduate,Single,Unknown,Blue,29,6,1,2,9554.0,2337,7217.0,0.79,4049,71,0.69,0.245 +757167633,Existing Customer,50,M,2,Uneducated,Single,$60K - $80K,Blue,43,4,3,3,4388.0,642,3746.0,0.815,3836,81,0.723,0.146 +779739783,Existing Customer,43,M,2,Graduate,Married,$60K - $80K,Blue,28,6,3,2,19826.0,1389,18437.0,0.614,3561,73,0.659,0.07 +758653833,Existing Customer,34,F,1,Graduate,Married,$40K - $60K,Blue,27,3,1,3,2173.0,0,2173.0,0.922,4392,83,0.766,0.0 +771288258,Existing Customer,48,F,3,Unknown,Unknown,$40K - $60K,Blue,36,6,2,2,2545.0,1894,651.0,0.911,4660,68,0.789,0.744 +716855058,Attrited Customer,49,F,4,Graduate,Married,Less than $40K,Blue,38,5,2,4,1757.0,0,1757.0,0.89,2557,45,0.406,0.0 +708433683,Existing Customer,54,M,2,Graduate,Married,$80K - $120K,Blue,37,3,2,3,3164.0,2201,963.0,0.679,4410,86,0.623,0.696 +713175483,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,40,6,2,2,6022.0,871,5151.0,0.6,3745,74,0.423,0.145 +709500183,Attrited Customer,46,F,3,College,Married,Less than $40K,Blue,36,2,3,4,1804.0,0,1804.0,0.537,2077,44,0.419,0.0 +789238683,Existing Customer,53,M,2,Uneducated,Divorced,$120K +,Blue,42,4,2,2,22664.0,0,22664.0,0.749,4586,89,0.745,0.0 +710502258,Existing Customer,39,M,3,Graduate,Single,$60K - $80K,Blue,36,5,3,4,2527.0,2204,323.0,0.9,4598,85,0.771,0.872 +715445058,Attrited Customer,49,F,0,Doctorate,Married,Less than $40K,Blue,40,3,4,4,3547.0,2517,1030.0,0.805,2715,45,0.731,0.71 +719464758,Existing Customer,52,F,1,College,Single,Less than $40K,Blue,43,5,2,3,1438.3,604,834.3,0.81,4219,83,0.694,0.42 +708442158,Existing Customer,51,F,1,College,Married,Unknown,Blue,38,3,2,4,6182.0,1516,4666.0,1.137,3801,61,0.968,0.245 +718524783,Attrited Customer,40,M,3,High School,Unknown,$80K - $120K,Blue,34,1,3,4,29715.0,0,29715.0,0.399,2128,39,0.345,0.0 +717093858,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,36,4,3,3,2154.0,1490,664.0,0.727,3664,63,0.853,0.692 +711654558,Existing Customer,46,M,3,Graduate,Unknown,$60K - $80K,Blue,36,6,3,4,2179.0,1632,547.0,0.801,4025,69,0.683,0.749 +718924983,Existing Customer,59,M,0,Uneducated,Single,$60K - $80K,Blue,48,5,1,3,4906.0,1302,3604.0,0.862,4833,80,0.905,0.265 +717463608,Existing Customer,38,F,1,Unknown,Married,$40K - $60K,Blue,26,5,3,1,2346.0,1407,939.0,0.77,4116,79,0.975,0.6 +715779333,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,3,4753.0,0,4753.0,0.856,3895,71,0.578,0.0 +708117933,Attrited Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,36,3,2,3,1880.0,0,1880.0,0.519,2469,34,0.417,0.0 +789563658,Existing Customer,64,M,0,College,Single,Less than $40K,Silver,56,5,4,4,12155.0,0,12155.0,0.446,4618,60,0.875,0.0 +709239483,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,36,5,3,1,2721.0,1527,1194.0,0.743,4622,88,0.725,0.561 +766456683,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,44,6,2,0,6160.0,2258,3902.0,0.717,3986,80,0.6,0.367 +779703258,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,24,3,3,1,2069.0,1393,676.0,0.875,4962,70,0.75,0.673 +709719333,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,29,6,3,4,28422.0,1258,27164.0,0.672,4841,80,0.6,0.044 +717016833,Existing Customer,39,M,4,Uneducated,Married,$80K - $120K,Blue,27,6,4,2,1438.3,0,1438.3,0.797,4282,69,0.725,0.0 +711017433,Existing Customer,41,M,3,Graduate,Divorced,Less than $40K,Blue,23,5,2,4,1438.3,0,1438.3,0.735,4416,68,0.744,0.0 +712777233,Attrited Customer,65,M,0,Graduate,Single,Unknown,Blue,48,1,4,3,1671.0,0,1671.0,0.725,2701,51,0.889,0.0 +712706058,Attrited Customer,44,F,5,Graduate,Single,Less than $40K,Blue,37,1,2,4,1491.0,0,1491.0,0.551,1970,46,0.484,0.0 +720905133,Attrited Customer,43,M,3,Graduate,Unknown,$80K - $120K,Blue,29,1,2,6,11422.0,1095,10327.0,0.773,2439,45,0.8,0.096 +712947333,Attrited Customer,54,F,4,Unknown,Married,Less than $40K,Blue,43,3,3,0,5139.0,0,5139.0,0.33,1653,44,0.692,0.0 +806995683,Existing Customer,61,M,0,Doctorate,Single,$60K - $80K,Blue,56,4,1,3,4783.0,2517,2266.0,1.024,2870,50,1.174,0.526 +720575058,Existing Customer,47,M,3,Unknown,Single,$60K - $80K,Blue,36,3,2,1,2589.0,1693,896.0,0.878,4259,83,0.766,0.654 +770828358,Existing Customer,38,M,1,Graduate,Unknown,$80K - $120K,Blue,25,4,2,4,8138.0,0,8138.0,0.596,4839,61,0.649,0.0 +721361433,Existing Customer,51,F,3,Graduate,Married,Unknown,Blue,37,6,1,1,4502.0,1785,2717.0,1.014,4469,87,0.812,0.396 +770268933,Existing Customer,44,M,5,Unknown,Married,$60K - $80K,Silver,38,3,2,2,33521.0,928,32593.0,0.732,4115,66,0.535,0.028 +789209283,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,37,5,3,0,4361.0,806,3555.0,0.627,4518,84,0.75,0.185 +716204883,Existing Customer,53,M,4,College,Unknown,$60K - $80K,Blue,44,5,3,1,7026.0,1728,5298.0,0.669,3935,66,1.0,0.246 +715506258,Existing Customer,50,M,2,High School,Married,$80K - $120K,Blue,36,6,2,1,16388.0,2001,14387.0,0.547,4477,83,0.66,0.122 +711871758,Attrited Customer,30,F,1,Graduate,Married,Less than $40K,Blue,36,2,2,3,2905.0,2517,388.0,0.725,2487,39,0.393,0.866 +772655733,Existing Customer,41,M,1,Uneducated,Single,$80K - $120K,Blue,31,6,2,4,2404.0,1887,517.0,0.592,4489,75,0.744,0.785 +719519058,Attrited Customer,55,F,4,High School,Married,Less than $40K,Blue,36,4,2,3,1477.0,0,1477.0,0.719,2419,49,0.531,0.0 +716873733,Attrited Customer,43,F,4,Post-Graduate,Divorced,Less than $40K,Blue,30,4,3,3,3556.0,2517,1039.0,0.651,2639,53,0.71,0.708 +780383358,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,38,6,1,0,5649.0,748,4901.0,1.077,4683,72,0.946,0.132 +718522308,Existing Customer,41,F,3,Post-Graduate,Unknown,$40K - $60K,Blue,29,6,1,3,14345.0,960,13385.0,0.817,4045,72,0.946,0.067 +716308683,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,6524.0,1993,4531.0,0.815,4267,66,0.886,0.305 +719056833,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,46,5,1,4,2281.0,920,1361.0,0.576,3968,66,0.833,0.403 +712303908,Existing Customer,47,F,4,College,Married,Less than $40K,Blue,38,3,1,2,2633.0,1924,709.0,0.806,3407,66,0.535,0.731 +715572783,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,31,6,1,2,7693.0,0,7693.0,0.579,4573,93,0.632,0.0 +713641233,Existing Customer,44,F,3,High School,Single,Unknown,Blue,31,5,6,4,10262.0,1888,8374.0,0.508,3553,65,0.757,0.184 +712854633,Existing Customer,49,F,2,Unknown,Single,Unknown,Blue,39,4,1,3,11320.0,0,11320.0,0.669,2845,57,0.727,0.0 +779340183,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,35,3,2,4,2482.0,916,1566.0,0.632,4295,72,0.532,0.369 +771952683,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,3,2,2,3035.0,0,3035.0,1.222,3847,63,0.658,0.0 +716639058,Existing Customer,51,M,2,Graduate,Single,$120K +,Blue,40,4,3,3,26308.0,0,26308.0,0.647,3278,53,0.828,0.0 +779027733,Existing Customer,53,F,4,Unknown,Single,Less than $40K,Blue,34,6,2,2,6721.0,1115,5606.0,0.79,3718,51,0.759,0.166 +713368833,Existing Customer,49,M,2,College,Single,$60K - $80K,Blue,41,6,3,4,6205.0,2233,3972.0,0.662,3906,64,0.684,0.36 +713926308,Existing Customer,35,F,3,Uneducated,Single,Less than $40K,Blue,36,4,2,3,2624.0,1458,1166.0,0.809,4487,61,0.743,0.556 +720206658,Attrited Customer,40,F,3,Graduate,Married,Less than $40K,Blue,29,6,2,4,1479.0,458,1021.0,0.466,1811,44,0.517,0.31 +708720558,Existing Customer,44,M,3,College,Married,$60K - $80K,Blue,30,5,2,0,4489.0,0,4489.0,0.693,3773,64,0.455,0.0 +713857758,Attrited Customer,53,F,1,Graduate,Married,Unknown,Blue,36,6,3,1,5842.0,198,5644.0,0.396,1828,44,0.517,0.034 +711255858,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,30,4,2,3,8777.0,1668,7109.0,0.85,4141,83,0.66,0.19 +798717783,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,45,3,6,1,3250.0,0,3250.0,0.601,4752,84,0.75,0.0 +710674533,Attrited Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,34,3,3,4,15060.0,0,15060.0,0.545,1611,42,0.4,0.0 +718642458,Existing Customer,40,M,4,High School,Unknown,$80K - $120K,Blue,36,6,1,0,2126.0,1321,805.0,0.596,2992,72,1.0,0.621 +709788783,Existing Customer,47,M,4,Unknown,Divorced,$40K - $60K,Blue,35,3,2,1,4907.0,773,4134.0,0.517,5088,71,0.651,0.158 +752199183,Existing Customer,51,F,1,Uneducated,Married,Unknown,Blue,44,6,2,1,3553.0,0,3553.0,0.844,4923,89,0.648,0.0 +789707433,Existing Customer,41,F,4,High School,Single,Unknown,Blue,28,4,2,2,2515.0,1313,1202.0,0.981,4370,68,0.7,0.522 +717448383,Attrited Customer,41,M,4,Unknown,Single,$80K - $120K,Blue,28,1,2,4,4428.0,0,4428.0,0.865,2331,36,0.286,0.0 +779468808,Existing Customer,43,M,1,High School,Married,$40K - $60K,Blue,25,6,3,3,1616.0,0,1616.0,0.794,4961,78,0.814,0.0 +790000608,Existing Customer,64,F,1,Graduate,Single,Less than $40K,Blue,56,4,1,1,6723.0,968,5755.0,0.832,3838,67,0.811,0.144 +770917608,Existing Customer,42,F,1,Uneducated,Married,Less than $40K,Blue,29,3,4,2,2756.0,1911,845.0,0.774,4656,62,0.879,0.693 +716307558,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,40,6,2,4,2897.0,1506,1391.0,0.618,2214,46,0.484,0.52 +719048133,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,42,6,3,0,5456.0,0,5456.0,0.337,3470,65,0.625,0.0 +771488583,Existing Customer,46,F,1,Graduate,Single,$40K - $60K,Blue,34,4,2,2,3569.0,0,3569.0,0.706,4186,72,0.636,0.0 +717202908,Existing Customer,39,M,5,College,Married,$80K - $120K,Blue,29,3,3,4,34198.0,1804,32394.0,0.934,4270,59,0.639,0.053 +720696558,Existing Customer,44,M,2,Graduate,Single,$80K - $120K,Blue,31,5,2,4,34516.0,1311,33205.0,0.6,4485,85,0.771,0.038 +788989083,Existing Customer,57,F,3,College,Single,$40K - $60K,Blue,44,3,1,2,2817.0,1864,953.0,0.7,4535,82,0.745,0.662 +720398958,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,43,6,2,3,2126.0,1257,869.0,0.632,4340,70,0.892,0.591 +716530533,Existing Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,36,3,1,4,2573.0,1640,933.0,0.873,4094,77,0.638,0.637 +714499908,Existing Customer,45,F,3,Unknown,Married,$40K - $60K,Blue,31,5,5,3,2016.0,1303,713.0,0.599,3243,63,0.615,0.646 +708879483,Existing Customer,48,F,1,College,Divorced,Less than $40K,Blue,36,6,3,0,4006.0,1646,2360.0,0.746,5006,89,0.534,0.411 +716044383,Existing Customer,41,F,3,High School,Unknown,Unknown,Blue,36,5,1,2,5869.0,0,5869.0,0.713,4191,65,0.857,0.0 +781320783,Attrited Customer,47,M,2,Graduate,Divorced,$80K - $120K,Blue,41,3,2,3,4586.0,0,4586.0,0.812,2529,43,0.433,0.0 +711657783,Existing Customer,50,F,2,College,Single,Less than $40K,Blue,41,6,3,4,1438.3,0,1438.3,0.872,4617,67,0.634,0.0 +715423233,Existing Customer,46,M,5,Unknown,Married,$60K - $80K,Blue,35,3,3,3,1790.0,796,994.0,0.722,3539,57,0.966,0.445 +719264058,Existing Customer,51,F,0,Graduate,Married,Unknown,Blue,36,5,2,3,5862.0,2306,3556.0,0.807,4305,51,1.318,0.393 +711120333,Existing Customer,43,M,5,Unknown,Married,$60K - $80K,Blue,36,3,5,1,7411.0,1341,6070.0,0.799,4278,80,0.633,0.181 +714100008,Attrited Customer,47,F,2,College,Married,Less than $40K,Blue,36,6,2,3,5667.0,2517,3150.0,0.684,2176,38,0.267,0.444 +798030933,Existing Customer,47,M,4,College,Single,$60K - $80K,Blue,41,5,2,3,15594.0,0,15594.0,0.631,4745,75,0.786,0.0 +708223383,Attrited Customer,47,F,3,High School,Married,Unknown,Blue,39,6,3,4,11410.0,979,10431.0,1.049,2736,38,0.462,0.086 +708705783,Attrited Customer,47,M,3,Doctorate,Married,$60K - $80K,Blue,36,6,3,1,1584.0,1214,370.0,0.887,2628,41,0.64,0.766 +778949133,Existing Customer,44,M,1,Uneducated,Married,$80K - $120K,Blue,29,4,3,3,13298.0,1694,11604.0,0.824,3476,66,0.784,0.127 +709017258,Attrited Customer,51,F,2,Unknown,Married,Less than $40K,Blue,36,1,2,2,2114.0,0,2114.0,0.875,2872,45,0.5,0.0 +709161108,Attrited Customer,44,M,1,Unknown,Single,$60K - $80K,Blue,33,3,2,4,2540.0,0,2540.0,0.212,1531,31,0.107,0.0 +716842908,Existing Customer,41,F,5,Uneducated,Single,Less than $40K,Blue,30,4,2,1,1762.0,1051,711.0,0.785,4986,80,0.739,0.596 +787513533,Existing Customer,47,F,1,Uneducated,Married,Less than $40K,Blue,36,6,3,3,2245.0,1503,742.0,0.754,3344,54,0.543,0.669 +717949983,Existing Customer,47,M,1,Uneducated,Married,$40K - $60K,Blue,36,3,2,3,8168.0,2137,6031.0,0.659,3554,82,0.822,0.262 +714089658,Attrited Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,36,3,2,1,2238.0,0,2238.0,0.452,2063,42,0.5,0.0 +718863258,Attrited Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,41,2,2,3,3881.0,2517,1364.0,0.815,2463,38,0.407,0.649 +717549408,Existing Customer,44,M,4,Graduate,Married,$80K - $120K,Blue,36,3,1,3,20485.0,0,20485.0,0.751,3024,51,1.04,0.0 +807600633,Existing Customer,44,F,2,Doctorate,Divorced,Unknown,Blue,39,6,4,1,9856.0,671,9185.0,0.662,5408,83,0.729,0.068 +770293758,Existing Customer,44,M,3,High School,Single,Less than $40K,Blue,38,6,1,2,2111.0,1047,1064.0,0.971,4830,82,0.952,0.496 +765584208,Existing Customer,43,F,3,Unknown,Divorced,Less than $40K,Blue,30,3,2,1,2905.0,2079,826.0,0.789,4444,84,0.909,0.716 +811989858,Existing Customer,49,M,4,Uneducated,Unknown,$60K - $80K,Silver,44,6,3,2,32244.0,0,32244.0,0.647,3501,65,0.757,0.0 +721276383,Existing Customer,47,F,2,Post-Graduate,Divorced,$40K - $60K,Blue,33,6,2,3,5624.0,1216,4408.0,0.691,3843,66,1.0,0.216 +708585933,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,1656.0,1429,227.0,0.777,4258,77,0.75,0.863 +713283933,Attrited Customer,42,M,2,Uneducated,Married,$40K - $60K,Blue,30,1,3,3,3032.0,0,3032.0,0.429,2273,44,0.517,0.0 +714915633,Attrited Customer,42,M,0,High School,Single,$60K - $80K,Blue,36,4,3,6,15699.0,0,15699.0,0.569,1793,40,0.6,0.0 +709236633,Existing Customer,40,F,3,Uneducated,Divorced,$40K - $60K,Blue,28,3,1,3,6608.0,2270,4338.0,0.75,4033,58,0.657,0.344 +827948133,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Blue,43,4,2,4,5062.0,1423,3639.0,0.775,4535,68,0.417,0.281 +718946358,Existing Customer,44,M,3,Uneducated,Single,$40K - $60K,Blue,30,3,3,2,1547.0,0,1547.0,0.792,4348,63,0.615,0.0 +714400308,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Silver,49,3,1,1,11060.0,1647,9413.0,0.938,4545,83,0.766,0.149 +789670533,Existing Customer,41,F,2,High School,Married,$40K - $60K,Blue,26,5,1,2,1438.3,0,1438.3,0.66,4300,67,0.675,0.0 +770942283,Existing Customer,46,F,2,Unknown,Single,Less than $40K,Blue,33,4,3,2,3670.0,0,3670.0,0.797,4811,68,0.889,0.0 +827074758,Existing Customer,42,F,3,Uneducated,Single,Less than $40K,Blue,38,4,1,4,1538.0,868,670.0,0.828,5228,61,0.694,0.564 +818326083,Existing Customer,54,F,3,High School,Married,$40K - $60K,Blue,49,5,1,2,1438.3,886,552.3,0.822,4385,91,0.717,0.616 +712292133,Attrited Customer,45,F,3,College,Married,Less than $40K,Blue,36,4,2,4,2330.0,2294,36.0,0.456,2107,40,0.333,0.985 +709449333,Existing Customer,49,M,1,High School,Single,$60K - $80K,Blue,40,6,2,2,3170.0,1428,1742.0,0.876,4097,72,0.565,0.45 +788840283,Existing Customer,42,F,2,Post-Graduate,Divorced,Less than $40K,Blue,26,5,2,3,2120.0,1527,593.0,0.744,4741,86,0.72,0.72 +716013858,Existing Customer,53,M,0,Graduate,Single,$80K - $120K,Blue,34,3,1,4,20231.0,1434,18797.0,0.543,5002,78,0.66,0.071 +712229283,Attrited Customer,48,F,4,Doctorate,Unknown,Unknown,Blue,24,4,2,3,1438.3,0,1438.3,0.738,2306,46,0.484,0.0 +751422258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Blue,38,6,3,2,5583.0,0,5583.0,0.748,3317,71,0.821,0.0 +715691808,Existing Customer,41,F,3,Uneducated,Divorced,Less than $40K,Blue,30,5,3,4,7764.0,621,7143.0,0.67,3955,72,0.756,0.08 +794273283,Attrited Customer,51,M,3,Uneducated,Single,$80K - $120K,Blue,45,3,3,3,25670.0,0,25670.0,0.952,2709,51,0.645,0.0 +788838033,Attrited Customer,45,M,2,College,Single,$60K - $80K,Blue,29,3,2,4,3841.0,0,3841.0,0.794,2832,48,0.846,0.0 +712778658,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,39,4,3,3,2001.0,909,1092.0,0.772,4238,63,0.8,0.454 +789580908,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,37,3,2,2,8512.0,1471,7041.0,0.867,4056,81,0.841,0.173 +778965183,Existing Customer,47,F,3,Uneducated,Divorced,$40K - $60K,Blue,30,5,3,2,5869.0,2517,3352.0,0.505,4166,85,0.809,0.429 +714462558,Existing Customer,44,F,5,Unknown,Married,Unknown,Blue,36,4,2,3,5791.0,0,5791.0,0.645,4556,67,0.861,0.0 +789013833,Attrited Customer,50,M,2,High School,Married,$120K +,Silver,37,5,2,1,34516.0,399,34117.0,0.726,2118,41,0.519,0.012 +800869758,Existing Customer,49,M,3,Unknown,Married,$80K - $120K,Blue,43,6,1,1,2191.0,1414,777.0,0.635,3967,76,0.767,0.645 +807426033,Existing Customer,37,M,2,Unknown,Single,$60K - $80K,Blue,32,4,1,1,2865.0,1176,1689.0,0.665,3462,61,0.906,0.41 +720091083,Existing Customer,43,M,4,Graduate,Married,$120K +,Blue,31,6,1,3,6467.0,1887,4580.0,0.442,4098,61,0.605,0.292 +711918033,Attrited Customer,37,F,3,Unknown,Married,Less than $40K,Blue,17,3,1,3,1468.0,1074,394.0,0.697,2050,32,0.524,0.732 +709679658,Existing Customer,58,F,2,Graduate,Single,$40K - $60K,Blue,50,4,3,3,5386.0,0,5386.0,0.777,4846,84,0.68,0.0 +779296908,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,28,5,3,3,1438.3,576,862.3,0.774,5098,66,0.833,0.4 +720682308,Existing Customer,59,F,0,Uneducated,Single,Unknown,Blue,46,5,1,4,5402.0,892,4510.0,0.782,4770,83,0.596,0.165 +714084483,Attrited Customer,49,F,3,Uneducated,Single,Unknown,Blue,36,4,2,3,3855.0,211,3644.0,0.485,1724,34,0.308,0.055 +719495958,Attrited Customer,42,F,1,Unknown,Married,Less than $40K,Blue,36,3,3,4,2983.0,0,2983.0,0.865,2509,46,0.586,0.0 +789775308,Existing Customer,54,F,2,Doctorate,Divorced,Less than $40K,Blue,43,6,1,3,1438.3,1120,318.3,0.817,4880,77,0.75,0.779 +714726858,Attrited Customer,31,F,0,Post-Graduate,Divorced,Less than $40K,Blue,36,6,3,3,4871.0,0,4871.0,0.89,2773,34,0.789,0.0 +709749483,Existing Customer,40,F,2,Graduate,Unknown,Less than $40K,Blue,29,5,1,2,2636.0,1953,683.0,0.916,4584,70,0.591,0.741 +710926383,Existing Customer,32,F,2,Post-Graduate,Married,$40K - $60K,Blue,24,5,3,1,1553.0,1177,376.0,0.638,4549,68,0.659,0.758 +717172308,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,37,4,2,4,3304.0,0,3304.0,0.532,1731,32,0.28,0.0 +771795933,Attrited Customer,49,M,4,Unknown,Single,$120K +,Blue,38,3,3,4,34516.0,2517,31999.0,0.7,2376,55,0.486,0.073 +785024808,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,47,6,2,3,3378.0,2134,1244.0,0.541,4464,83,0.93,0.632 +710277183,Existing Customer,34,F,3,Uneducated,Single,$40K - $60K,Blue,27,3,2,4,2313.0,1775,538.0,0.773,4317,68,0.545,0.767 +714647808,Existing Customer,49,F,0,Graduate,Single,Less than $40K,Blue,39,4,3,0,2434.0,0,2434.0,0.788,4628,73,0.622,0.0 +709857033,Existing Customer,60,F,1,College,Single,$40K - $60K,Blue,50,5,1,3,1438.3,0,1438.3,0.578,4148,84,0.714,0.0 +714283458,Existing Customer,40,M,2,College,Single,$80K - $120K,Blue,36,5,1,4,14544.0,0,14544.0,0.768,4064,92,0.769,0.0 +804829533,Attrited Customer,59,M,0,High School,Single,$60K - $80K,Blue,54,3,6,6,24621.0,471,24150.0,0.85,2864,51,0.759,0.019 +716702358,Existing Customer,44,F,2,Unknown,Married,Less than $40K,Blue,33,5,3,2,2337.0,698,1639.0,0.836,4048,83,0.886,0.299 +720028683,Existing Customer,49,F,2,High School,Married,$40K - $60K,Blue,39,5,3,4,2720.0,1926,794.0,0.602,3806,61,0.794,0.708 +757044033,Existing Customer,44,M,2,Graduate,Unknown,$80K - $120K,Blue,37,3,1,3,1965.0,1021,944.0,0.516,3968,57,0.781,0.52 +719672283,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Silver,39,4,2,4,33122.0,1587,31535.0,0.475,3145,63,0.75,0.048 +719054733,Existing Customer,52,F,0,Post-Graduate,Single,Less than $40K,Blue,40,4,3,2,1438.3,797,641.3,0.87,4673,69,0.568,0.554 +793336383,Existing Customer,47,F,1,High School,Married,Less than $40K,Blue,41,3,3,4,2709.0,2034,675.0,0.606,4915,92,0.84,0.751 +795599883,Attrited Customer,57,F,2,Uneducated,Married,Unknown,Blue,51,3,6,2,2404.0,284,2120.0,0.866,2511,51,0.5,0.118 +715650783,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,36,6,2,2,4499.0,0,4499.0,0.765,4906,75,0.667,0.0 +711819708,Attrited Customer,33,F,3,Post-Graduate,Unknown,Unknown,Blue,25,3,2,4,4734.0,2517,2217.0,0.483,2275,55,0.897,0.532 +713041683,Attrited Customer,55,M,2,Graduate,Married,$120K +,Blue,36,3,2,4,4697.0,0,4697.0,0.544,1867,34,0.478,0.0 +779544708,Existing Customer,50,M,2,Unknown,Married,$120K +,Gold,35,4,5,3,34516.0,668,33848.0,0.894,3931,77,0.791,0.019 +712967508,Existing Customer,47,M,3,Doctorate,Unknown,$60K - $80K,Blue,36,4,1,2,2572.0,1093,1479.0,0.615,5038,86,0.83,0.425 +710231433,Existing Customer,56,M,1,Uneducated,Unknown,$60K - $80K,Blue,43,5,1,4,3110.0,2378,732.0,0.974,3395,75,0.829,0.765 +817960533,Existing Customer,41,M,4,Unknown,Married,$60K - $80K,Blue,36,5,3,2,1734.0,857,877.0,0.752,4741,84,0.714,0.494 +713431008,Existing Customer,46,F,5,High School,Married,Unknown,Blue,36,5,3,0,3562.0,0,3562.0,0.753,4198,77,0.75,0.0 +709663608,Attrited Customer,43,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,4,1536.0,0,1536.0,0.571,1973,36,0.333,0.0 +754851783,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,32,4,2,2,19198.0,2218,16980.0,0.802,4423,90,0.667,0.116 +808743558,Existing Customer,42,F,3,High School,Married,Unknown,Blue,37,3,3,3,4540.0,2517,2023.0,0.89,4804,66,0.737,0.554 +778905033,Existing Customer,45,F,5,Graduate,Divorced,Less than $40K,Blue,26,3,5,2,1438.3,1226,212.3,0.638,3889,60,0.818,0.852 +720844008,Existing Customer,54,F,4,Graduate,Single,Less than $40K,Blue,45,6,2,2,1990.0,1747,243.0,0.924,5216,87,0.891,0.878 +714286383,Existing Customer,59,M,0,High School,Single,$120K +,Blue,36,4,3,3,3422.0,1039,2383.0,0.475,3337,65,0.512,0.304 +718767183,Existing Customer,45,F,4,Post-Graduate,Unknown,Less than $40K,Blue,36,6,3,1,2192.0,1464,728.0,0.66,4905,89,0.978,0.668 +712707408,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,33,4,2,2,5152.0,1713,3439.0,0.746,3919,57,1.036,0.332 +789859833,Existing Customer,41,M,4,Doctorate,Unknown,Less than $40K,Blue,31,6,2,1,2515.0,1767,748.0,0.665,4388,67,0.675,0.703 +812411058,Attrited Customer,49,F,0,Uneducated,Single,Less than $40K,Blue,44,3,3,2,2094.0,0,2094.0,0.897,2690,46,0.484,0.0 +712311258,Existing Customer,48,F,3,Uneducated,Single,$40K - $60K,Blue,36,5,3,3,1906.0,1259,647.0,0.932,4634,54,0.862,0.661 +778397358,Attrited Customer,42,M,5,Unknown,Married,$60K - $80K,Blue,22,6,2,4,5096.0,0,5096.0,0.808,2574,43,0.483,0.0 +715340733,Existing Customer,39,M,1,High School,Unknown,$40K - $60K,Blue,28,5,2,4,2222.0,0,2222.0,0.843,4792,62,0.722,0.0 +797495958,Existing Customer,42,F,3,Unknown,Unknown,$40K - $60K,Blue,36,3,2,2,3015.0,0,3015.0,0.927,4277,80,0.951,0.0 +720384633,Existing Customer,48,M,3,Uneducated,Single,$40K - $60K,Blue,36,6,3,2,3786.0,0,3786.0,0.715,3403,70,0.489,0.0 +810868758,Existing Customer,39,M,3,Uneducated,Married,$40K - $60K,Blue,34,5,1,2,12078.0,1687,10391.0,0.482,2384,52,1.167,0.14 +719105433,Existing Customer,48,F,3,College,Single,Unknown,Blue,38,3,3,3,6448.0,1087,5361.0,0.868,4990,85,0.667,0.169 +715609533,Attrited Customer,47,F,3,Unknown,Single,Less than $40K,Blue,35,1,3,3,5398.0,0,5398.0,0.621,1887,36,0.333,0.0 +712160058,Attrited Customer,59,F,2,Uneducated,Married,Less than $40K,Blue,51,5,5,4,1438.3,0,1438.3,0.656,2146,44,0.63,0.0 +779130108,Attrited Customer,33,F,0,Uneducated,Single,$40K - $60K,Blue,15,3,2,6,1438.3,0,1438.3,0.835,2527,49,0.69,0.0 +712335858,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,4,3,2,2620.0,2081,539.0,0.99,4867,67,0.763,0.794 +789643383,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,35,3,3,3,13435.0,0,13435.0,0.747,3575,56,1.154,0.0 +717733158,Existing Customer,43,F,3,Doctorate,Married,Less than $40K,Blue,29,4,2,3,3186.0,2517,669.0,0.59,4197,84,0.909,0.79 +713205108,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,27,3,1,1,1950.0,1062,888.0,0.48,3873,76,0.854,0.545 +719749083,Existing Customer,63,M,0,Doctorate,Single,Less than $40K,Blue,54,5,2,0,7098.0,2224,4874.0,0.864,3465,59,0.788,0.313 +811762383,Existing Customer,42,F,2,Graduate,Married,Less than $40K,Blue,37,4,2,1,2250.0,1788,462.0,0.523,4908,71,1.152,0.795 +708710283,Existing Customer,45,M,5,Doctorate,Married,$120K +,Silver,36,6,1,4,34516.0,2038,32478.0,1.007,4067,75,1.206,0.059 +708542283,Existing Customer,58,F,1,Doctorate,Married,Less than $40K,Blue,47,5,3,4,2495.0,2061,434.0,0.849,4399,70,0.707,0.826 +720667383,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,32,5,3,1,3086.0,2213,873.0,0.695,4684,81,0.8,0.717 +822952158,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,49,4,2,4,1520.0,0,1520.0,0.566,4256,73,0.622,0.0 +716922633,Attrited Customer,38,M,2,Uneducated,Single,$120K +,Blue,30,6,3,4,4043.0,2517,1526.0,0.602,2600,47,0.621,0.623 +709081683,Existing Customer,65,M,1,High School,Single,Less than $40K,Blue,54,3,1,3,4599.0,1438,3161.0,0.832,4208,69,0.865,0.313 +710211783,Attrited Customer,38,F,4,Unknown,Married,Less than $40K,Blue,26,3,2,2,1438.3,0,1438.3,0.777,2264,39,0.625,0.0 +720364158,Existing Customer,55,F,3,Graduate,Unknown,Unknown,Blue,36,4,3,3,7869.0,1251,6618.0,0.722,4314,83,0.729,0.159 +713064783,Existing Customer,60,F,1,Unknown,Unknown,$40K - $60K,Blue,48,3,3,4,5362.0,2057,3305.0,0.763,4205,83,0.766,0.384 +709873683,Existing Customer,60,M,0,Doctorate,Unknown,$40K - $60K,Silver,53,4,2,1,16541.0,1428,15113.0,0.846,4352,82,0.907,0.086 +758106108,Existing Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,38,3,2,1,7486.0,1758,5728.0,0.613,4604,70,0.707,0.235 +711445233,Existing Customer,42,F,5,Uneducated,Single,Less than $40K,Blue,36,6,3,1,1438.3,0,1438.3,0.813,4653,78,0.95,0.0 +778912683,Existing Customer,51,F,2,Graduate,Single,Unknown,Blue,32,3,3,1,8365.0,1504,6861.0,0.679,4778,88,0.956,0.18 +780496833,Attrited Customer,56,F,1,College,Single,Less than $40K,Blue,43,3,2,2,2846.0,0,2846.0,0.747,2122,44,0.419,0.0 +720057183,Existing Customer,49,F,4,Doctorate,Single,Less than $40K,Blue,42,5,1,4,7789.0,957,6832.0,0.724,3412,70,0.842,0.123 +789081408,Attrited Customer,44,F,4,Uneducated,Single,Less than $40K,Blue,32,6,3,4,1438.3,170,1268.3,0.889,2527,45,0.406,0.118 +720634683,Attrited Customer,48,F,2,College,Married,Unknown,Blue,37,5,2,4,2220.0,0,2220.0,0.737,2456,45,0.452,0.0 +808732458,Existing Customer,48,M,3,Unknown,Married,$120K +,Blue,43,5,3,0,6626.0,1558,5068.0,1.02,2838,49,1.333,0.235 +719947533,Existing Customer,46,F,2,Graduate,Married,Unknown,Blue,36,6,2,1,5547.0,0,5547.0,0.85,4585,79,0.795,0.0 +715452408,Existing Customer,37,F,2,Graduate,Divorced,Less than $40K,Blue,36,4,3,3,1734.0,987,747.0,0.879,4727,67,0.914,0.569 +718103733,Existing Customer,41,F,4,Unknown,Married,Less than $40K,Blue,31,4,3,4,2934.0,933,2001.0,0.898,4253,66,0.737,0.318 +788705358,Existing Customer,44,M,4,High School,Married,$120K +,Blue,33,4,1,4,14527.0,2070,12457.0,0.525,3965,58,0.568,0.142 +772105608,Existing Customer,48,F,4,Uneducated,Single,Less than $40K,Blue,37,6,3,4,2646.0,872,1774.0,0.865,4246,80,0.739,0.33 +718396533,Existing Customer,47,M,3,College,Single,$80K - $120K,Blue,38,5,3,3,8185.0,1556,6629.0,0.806,4527,83,0.93,0.19 +712949733,Existing Customer,46,M,5,High School,Single,$40K - $60K,Blue,37,3,2,3,6340.0,1985,4355.0,0.403,3536,61,0.419,0.313 +772036233,Existing Customer,62,M,1,Graduate,Single,$80K - $120K,Blue,51,6,2,3,5711.0,0,5711.0,0.583,4320,72,0.674,0.0 +713285058,Existing Customer,46,F,3,Doctorate,Single,Less than $40K,Blue,34,4,3,4,2258.0,1600,658.0,0.607,4275,76,0.551,0.709 +710289783,Attrited Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,25,5,2,4,2086.0,2007,79.0,1.051,2537,48,0.6,0.962 +780390108,Existing Customer,44,F,3,College,Married,$40K - $60K,Blue,34,3,1,2,3256.0,1013,2243.0,0.988,5079,81,0.841,0.311 +720585183,Existing Customer,50,M,3,High School,Married,$60K - $80K,Blue,35,3,3,2,14854.0,2136,12718.0,0.568,3659,68,0.581,0.144 +711831558,Existing Customer,49,M,4,College,Divorced,$120K +,Blue,41,3,1,1,7184.0,1207,5977.0,0.657,3244,58,1.0,0.168 +710854008,Existing Customer,48,M,3,Unknown,Unknown,$40K - $60K,Blue,37,3,2,4,6541.0,1119,5422.0,0.496,3902,63,0.432,0.171 +717017808,Existing Customer,62,M,0,Uneducated,Single,$40K - $60K,Blue,52,6,1,2,9065.0,641,8424.0,0.788,4693,83,0.627,0.071 +823615983,Attrited Customer,54,M,2,Uneducated,Single,$40K - $60K,Blue,50,2,1,3,3682.0,2517,1165.0,0.379,1642,35,0.25,0.684 +807587433,Attrited Customer,56,F,2,Doctorate,Married,Less than $40K,Blue,51,4,6,5,1438.3,0,1438.3,0.699,2229,40,0.6,0.0 +709987683,Attrited Customer,46,F,4,Graduate,Married,Unknown,Blue,36,4,3,4,2286.0,0,2286.0,1.057,2798,40,0.481,0.0 +714435408,Existing Customer,57,M,3,High School,Single,$80K - $120K,Blue,38,4,3,1,12663.0,1028,11635.0,0.791,3297,54,0.688,0.081 +718994583,Existing Customer,48,F,2,College,Single,Less than $40K,Blue,35,3,3,1,1438.3,816,622.3,0.842,4777,69,0.917,0.567 +793616883,Existing Customer,39,F,5,Graduate,Single,Less than $40K,Blue,33,5,2,2,1438.3,668,770.3,0.931,5205,78,0.773,0.464 +779978283,Existing Customer,45,F,3,High School,Married,Unknown,Blue,34,4,2,1,5056.0,0,5056.0,0.905,4428,78,0.696,0.0 +713370033,Attrited Customer,53,F,0,Graduate,Single,Less than $40K,Blue,40,4,1,4,1438.3,0,1438.3,0.503,2014,53,0.472,0.0 +710482533,Existing Customer,26,M,0,Unknown,Married,$120K +,Blue,17,4,2,1,30928.0,2005,28923.0,0.52,3863,72,0.756,0.065 +778830933,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Blue,21,3,2,0,1804.0,1040,764.0,1.002,5308,78,0.773,0.576 +736145283,Existing Customer,43,M,2,College,Married,$80K - $120K,Blue,24,6,1,4,1669.0,0,1669.0,0.698,3591,59,0.788,0.0 +778718658,Existing Customer,33,F,2,High School,Divorced,Unknown,Blue,15,3,3,4,9725.0,0,9725.0,0.75,4062,65,0.711,0.0 +719482008,Existing Customer,45,M,1,Uneducated,Single,$60K - $80K,Blue,35,5,3,2,21696.0,1036,20660.0,0.965,3354,76,0.854,0.048 +715004808,Existing Customer,49,F,2,High School,Married,Less than $40K,Blue,39,5,3,1,2992.0,1845,1147.0,0.707,4339,84,0.75,0.617 +720014358,Existing Customer,38,F,1,Doctorate,Single,Less than $40K,Blue,26,5,2,4,1934.0,985,949.0,0.72,4019,78,0.857,0.509 +718208358,Existing Customer,43,M,5,Uneducated,Married,$120K +,Blue,31,4,3,4,34516.0,830,33686.0,0.54,3789,57,0.541,0.024 +713380308,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,36,6,2,1,1734.0,0,1734.0,0.593,4092,76,1.054,0.0 +716477133,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,32,3,3,4,1438.3,838,600.3,0.61,3910,75,0.63,0.583 +713949858,Attrited Customer,39,F,2,Doctorate,Married,Less than $40K,Blue,36,4,3,4,1438.3,886,552.3,0.24,1674,42,0.312,0.616 +827619933,Existing Customer,48,M,2,Uneducated,Single,$40K - $60K,Blue,44,3,1,2,9673.0,0,9673.0,0.655,3541,87,0.851,0.0 +779135808,Existing Customer,56,F,2,Doctorate,Single,$40K - $60K,Blue,38,5,1,4,3609.0,1026,2583.0,0.67,4318,81,0.588,0.284 +719751483,Attrited Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,36,4,3,1,1438.3,576,862.3,0.849,2567,48,0.6,0.4 +708219858,Existing Customer,39,M,2,Graduate,Single,$40K - $60K,Blue,26,6,3,2,6423.0,0,6423.0,1.051,4295,70,0.795,0.0 +779681433,Attrited Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,31,6,3,4,14899.0,0,14899.0,0.381,1519,26,0.368,0.0 +720169383,Existing Customer,52,F,2,College,Married,$40K - $60K,Blue,41,3,1,1,3224.0,2111,1113.0,0.601,3707,74,0.682,0.655 +718056033,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,34,5,3,2,4135.0,1606,2529.0,0.734,3334,56,0.6,0.388 +789226683,Existing Customer,44,M,1,Unknown,Married,$60K - $80K,Blue,33,6,2,3,4969.0,1187,3782.0,0.714,3878,82,0.783,0.239 +822902508,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,37,3,3,3,8376.0,1219,7157.0,0.644,4015,77,0.75,0.146 +780462183,Existing Customer,44,M,2,Unknown,Single,$80K - $120K,Blue,31,5,5,2,3454.0,2065,1389.0,0.816,4026,67,0.718,0.598 +715502808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,4,3,2,25944.0,1987,23957.0,0.566,4442,76,0.767,0.077 +788755158,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,29,4,3,1,1438.3,535,903.3,0.678,3016,80,0.739,0.372 +780038058,Attrited Customer,38,F,0,High School,Single,Less than $40K,Blue,22,3,2,5,1556.0,0,1556.0,0.69,2283,46,0.586,0.0 +709536483,Attrited Customer,57,M,3,Graduate,Married,$60K - $80K,Blue,49,5,0,3,8701.0,215,8486.0,0.527,1999,41,0.414,0.025 +712563408,Attrited Customer,33,M,2,Uneducated,Single,$40K - $60K,Blue,18,1,1,6,5600.0,2517,3083.0,0.628,2296,46,0.586,0.449 +771222558,Existing Customer,45,F,3,Graduate,Unknown,Less than $40K,Blue,32,6,1,3,2900.0,2018,882.0,0.705,4467,79,0.756,0.696 +708145908,Existing Customer,61,F,0,Graduate,Married,$40K - $60K,Blue,50,3,3,0,4906.0,2185,2721.0,0.66,3999,71,1.088,0.445 +717755058,Existing Customer,41,F,4,Doctorate,Single,Less than $40K,Blue,36,4,3,4,2687.0,1317,1370.0,0.58,4096,76,0.727,0.49 +789109983,Existing Customer,40,F,3,High School,Divorced,$40K - $60K,Blue,28,4,1,4,4464.0,1418,3046.0,0.92,3870,73,0.46,0.318 +802600233,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,45,5,1,3,1438.3,869,569.3,0.791,4124,59,0.967,0.604 +720449208,Existing Customer,34,F,1,College,Married,Less than $40K,Blue,16,6,1,4,2221.0,1814,407.0,0.82,4758,64,0.641,0.817 +719557983,Existing Customer,42,M,4,Uneducated,Married,$60K - $80K,Blue,36,5,3,3,2966.0,2371,595.0,0.969,4416,83,0.844,0.799 +766111383,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,31,4,2,4,1593.0,1091,502.0,0.87,4136,67,0.718,0.685 +789367083,Existing Customer,41,F,2,Uneducated,Single,Less than $40K,Blue,31,5,3,3,2450.0,1490,960.0,0.747,3778,64,0.684,0.608 +710538183,Existing Customer,53,F,3,Graduate,Divorced,Less than $40K,Blue,42,3,2,4,1529.0,563,966.0,0.785,4220,83,0.844,0.368 +708534033,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Blue,36,5,2,2,6274.0,883,5391.0,0.626,4726,82,0.708,0.141 +716739258,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,33,5,2,4,1438.3,0,1438.3,0.679,3932,62,0.771,0.0 +788940558,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,27,6,1,2,2134.0,1085,1049.0,0.656,4224,75,1.027,0.508 +714722808,Existing Customer,50,M,1,College,Married,$80K - $120K,Blue,33,5,3,2,17158.0,1211,15947.0,0.778,4153,91,0.685,0.071 +713249883,Existing Customer,51,F,2,Uneducated,Married,$40K - $60K,Blue,36,6,3,3,3359.0,873,2486.0,0.785,4572,81,0.688,0.26 +714207483,Existing Customer,47,M,3,Graduate,Married,$80K - $120K,Blue,41,6,1,4,11997.0,1424,10573.0,0.749,4125,80,0.86,0.119 +720068808,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Blue,32,3,3,2,3302.0,1980,1322.0,0.625,3899,65,0.711,0.6 +778601733,Attrited Customer,55,F,3,High School,Single,$40K - $60K,Blue,47,5,4,3,2687.0,1689,998.0,0.714,2370,34,0.789,0.629 +709779258,Existing Customer,53,F,3,Post-Graduate,Married,Less than $40K,Blue,43,4,3,4,1438.3,0,1438.3,0.939,4075,71,0.614,0.0 +713696808,Attrited Customer,46,F,3,High School,Married,Less than $40K,Blue,39,3,3,0,1801.0,316,1485.0,0.494,2252,42,0.4,0.175 +720044658,Attrited Customer,53,M,1,Post-Graduate,Single,$60K - $80K,Blue,46,6,2,4,4573.0,2076,2497.0,0.839,2720,46,0.484,0.454 +716373483,Attrited Customer,48,F,5,Graduate,Married,Less than $40K,Blue,40,4,3,2,2860.0,2517,343.0,0.38,1544,45,0.364,0.88 +714305508,Existing Customer,46,F,3,Uneducated,Married,$40K - $60K,Blue,36,6,3,2,13387.0,0,13387.0,0.746,3706,81,0.62,0.0 +712202433,Existing Customer,46,F,2,High School,Single,Less than $40K,Blue,36,3,3,4,2283.0,1020,1263.0,0.944,3687,68,1.125,0.447 +716600733,Attrited Customer,47,F,4,Unknown,Married,Less than $40K,Blue,36,3,3,3,2033.0,228,1805.0,0.904,2572,43,0.72,0.112 +778372158,Existing Customer,49,F,5,High School,Married,$40K - $60K,Blue,33,6,3,2,2506.0,1549,957.0,0.752,4747,91,0.936,0.618 +714176133,Existing Customer,47,F,1,Uneducated,Single,Less than $40K,Blue,36,5,2,3,1438.3,735,703.3,0.762,4220,87,0.673,0.511 +708969633,Existing Customer,42,M,4,Uneducated,Unknown,$80K - $120K,Blue,36,6,5,1,2447.0,2195,252.0,0.717,4544,80,0.667,0.897 +715765758,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,41,5,2,4,1438.3,814,624.3,0.675,4217,72,0.5,0.566 +803097333,Existing Customer,41,M,2,Graduate,Married,$80K - $120K,Blue,35,3,3,4,10873.0,1514,9359.0,0.879,5089,82,0.783,0.139 +710411358,Attrited Customer,39,F,4,College,Married,$40K - $60K,Blue,28,4,2,4,7596.0,2199,5397.0,0.633,2164,45,0.5,0.289 +715660308,Attrited Customer,54,F,3,College,Married,Less than $40K,Blue,44,5,3,2,2921.0,2412,509.0,0.823,2612,33,0.375,0.826 +711866358,Existing Customer,42,F,3,High School,Single,$40K - $60K,Blue,30,4,2,3,10136.0,0,10136.0,0.428,4429,78,0.472,0.0 +710738883,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,36,4,2,3,2187.0,1094,1093.0,0.843,4222,61,0.649,0.5 +717822108,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Blue,48,3,2,3,3302.0,2517,785.0,0.785,4613,85,0.932,0.762 +714407058,Existing Customer,40,M,3,Uneducated,Divorced,$80K - $120K,Blue,29,3,2,1,30997.0,2330,28667.0,0.65,3821,81,0.841,0.075 +710744433,Existing Customer,48,F,1,Uneducated,Single,Less than $40K,Blue,38,5,2,0,2578.0,2424,154.0,0.517,4077,78,0.625,0.94 +778959258,Attrited Customer,51,F,1,Unknown,Married,Less than $40K,Blue,32,5,3,3,1438.3,0,1438.3,0.905,2585,45,0.5,0.0 +713320008,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,2,3034.0,468,2566.0,0.553,4172,66,0.784,0.154 +766795983,Existing Customer,46,F,1,Unknown,Single,Less than $40K,Blue,40,4,2,2,1438.3,0,1438.3,0.756,4692,91,0.596,0.0 +716256483,Existing Customer,50,F,2,Graduate,Single,Unknown,Blue,36,6,2,4,2611.0,1824,787.0,0.711,4232,80,0.633,0.699 +712364283,Existing Customer,54,F,2,Doctorate,Married,$40K - $60K,Blue,43,5,3,2,2222.0,1398,824.0,0.785,3960,79,0.756,0.629 +714620358,Attrited Customer,37,F,2,Graduate,Divorced,Less than $40K,Blue,30,3,3,4,3328.0,2517,811.0,0.553,2196,47,0.621,0.756 +709145958,Attrited Customer,43,F,3,Unknown,Married,Less than $40K,Blue,36,2,2,2,2440.0,1002,1438.0,0.061,1533,42,0.105,0.411 +709787733,Existing Customer,54,F,4,College,Single,Unknown,Blue,48,3,2,2,9723.0,1307,8416.0,0.803,4043,76,0.9,0.134 +809071083,Existing Customer,60,F,1,Graduate,Single,Less than $40K,Blue,55,4,1,0,2346.0,2150,196.0,0.666,4592,90,0.8,0.916 +721165608,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Silver,36,3,6,3,26142.0,0,26142.0,0.651,3969,78,0.902,0.0 +716668308,Attrited Customer,39,F,4,High School,Single,Unknown,Blue,36,3,2,4,12405.0,0,12405.0,0.949,3151,39,0.444,0.0 +708760458,Existing Customer,47,M,1,High School,Single,$80K - $120K,Blue,36,4,3,4,17655.0,0,17655.0,0.583,3692,79,0.549,0.0 +720333783,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,33,3,1,4,4941.0,786,4155.0,0.833,3822,50,1.083,0.159 +789212883,Attrited Customer,30,F,1,Uneducated,Divorced,Less than $40K,Blue,19,6,1,2,1644.0,0,1644.0,0.82,2533,44,0.517,0.0 +711341433,Existing Customer,34,F,2,Graduate,Single,Unknown,Blue,24,6,3,3,3095.0,2010,1085.0,0.668,3901,77,0.711,0.649 +720235608,Existing Customer,60,F,0,Graduate,Unknown,Less than $40K,Blue,36,4,3,1,3828.0,0,3828.0,0.599,4470,58,0.812,0.0 +716890533,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,36,6,2,2,2182.0,1722,460.0,0.937,5377,86,0.654,0.789 +708491508,Existing Customer,51,M,2,Unknown,Single,$60K - $80K,Blue,42,3,3,2,13906.0,1430,12476.0,0.772,3856,68,1.061,0.103 +718542858,Existing Customer,50,M,1,High School,Married,$80K - $120K,Blue,36,6,3,2,10588.0,994,9594.0,0.786,4623,84,0.585,0.094 +717750858,Existing Customer,32,F,2,Post-Graduate,Single,Less than $40K,Blue,16,3,3,2,2973.0,2446,527.0,0.612,3769,78,0.95,0.823 +712450008,Attrited Customer,50,F,2,Post-Graduate,Married,Unknown,Blue,36,5,2,4,4045.0,0,4045.0,0.66,2438,41,0.464,0.0 +827628408,Existing Customer,40,M,4,Graduate,Married,$80K - $120K,Blue,36,3,3,2,2165.0,1465,700.0,0.622,3672,64,0.73,0.677 +713492583,Attrited Customer,34,F,2,Graduate,Married,Less than $40K,Blue,29,5,2,2,5845.0,0,5845.0,0.504,2308,35,0.591,0.0 +718054833,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,37,6,3,4,15341.0,1016,14325.0,0.709,2916,65,0.548,0.066 +788770908,Existing Customer,45,M,4,College,Married,$60K - $80K,Blue,26,6,2,2,3035.0,1498,1537.0,0.903,4275,67,0.675,0.494 +710175783,Existing Customer,45,F,3,High School,Single,Unknown,Blue,25,4,2,1,1986.0,1042,944.0,0.593,4303,59,0.788,0.525 +715429608,Existing Customer,45,F,3,College,Married,Less than $40K,Blue,37,4,3,1,4602.0,1517,3085.0,1.292,3520,66,1.0,0.33 +714058308,Attrited Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,5,3,4,2689.0,2384,305.0,0.365,1941,53,0.656,0.887 +717965808,Existing Customer,65,M,0,Unknown,Single,$40K - $60K,Blue,54,5,1,4,9383.0,829,8554.0,0.515,5783,73,0.622,0.088 +709265208,Existing Customer,47,F,4,Graduate,Single,Less than $40K,Blue,37,4,3,2,1438.3,780,658.3,0.66,4422,59,0.844,0.542 +713114133,Attrited Customer,42,F,2,Uneducated,Single,Less than $40K,Blue,23,4,2,3,1443.0,0,1443.0,0.529,2092,38,0.31,0.0 +721349883,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,39,3,2,1,2847.0,2082,765.0,0.787,3672,59,0.553,0.731 +758965158,Existing Customer,44,M,5,High School,Single,$80K - $120K,Blue,37,4,2,3,15638.0,1729,13909.0,0.843,4396,83,0.566,0.111 +749722908,Existing Customer,43,M,2,Post-Graduate,Married,$120K +,Blue,36,3,3,2,10700.0,1346,9354.0,0.639,4054,68,0.7,0.126 +709495833,Attrited Customer,44,F,2,Graduate,Single,Less than $40K,Blue,36,5,2,4,1438.3,0,1438.3,0.421,1944,36,0.5,0.0 +717575958,Attrited Customer,50,F,1,Post-Graduate,Married,$40K - $60K,Blue,41,6,3,3,1694.0,479,1215.0,0.838,2349,42,0.312,0.283 +714406158,Attrited Customer,53,F,3,High School,Divorced,Unknown,Blue,36,4,3,6,7939.0,0,7939.0,0.551,2269,42,0.312,0.0 +767243208,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,35,3,2,2,2555.0,1587,968.0,1.088,4193,79,0.881,0.621 +711515433,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,36,3,1,2,2850.0,2517,333.0,0.625,4320,85,0.735,0.883 +720190908,Existing Customer,59,M,1,High School,Single,$60K - $80K,Blue,51,6,2,4,8973.0,1300,7673.0,0.568,4699,72,0.714,0.145 +818814933,Existing Customer,58,F,1,Unknown,Single,$40K - $60K,Blue,53,3,3,1,6960.0,1536,5424.0,0.437,3112,79,0.549,0.221 +719794383,Existing Customer,60,F,2,College,Married,Less than $40K,Blue,41,6,2,2,4167.0,0,4167.0,0.917,5039,85,0.809,0.0 +709766808,Existing Customer,49,F,2,Uneducated,Married,Unknown,Blue,36,4,3,2,5099.0,1178,3921.0,0.912,3819,82,0.864,0.231 +709666908,Existing Customer,42,F,4,Graduate,Divorced,Unknown,Blue,36,3,3,1,2782.0,1782,1000.0,0.853,4669,93,0.755,0.641 +794653983,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,27,3,1,4,1480.0,1017,463.0,1.008,5245,80,0.86,0.687 +716593533,Existing Customer,56,M,1,High School,Single,$80K - $120K,Blue,45,4,1,3,5070.0,0,5070.0,1.01,3651,76,0.652,0.0 +714113658,Existing Customer,52,M,2,Unknown,Single,$80K - $120K,Blue,41,3,3,1,2757.0,1425,1332.0,0.574,3992,76,1.054,0.517 +708776658,Existing Customer,54,M,2,Unknown,Married,$80K - $120K,Blue,43,6,3,2,5774.0,1519,4255.0,0.458,4444,70,0.667,0.263 +712225008,Existing Customer,55,M,2,Graduate,Married,$60K - $80K,Blue,44,6,6,3,6054.0,1103,4951.0,0.613,3998,80,0.739,0.182 +787450758,Existing Customer,57,M,1,Unknown,Single,$60K - $80K,Blue,43,3,3,1,19090.0,0,19090.0,0.53,4712,88,0.517,0.0 +789099783,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,31,6,3,3,2069.0,839,1230.0,0.923,4117,70,0.707,0.406 +711751533,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,37,3,1,3,2447.0,1973,474.0,0.476,4784,75,0.562,0.806 +708367908,Existing Customer,56,F,1,Uneducated,Married,Less than $40K,Blue,47,6,1,2,3022.0,1627,1395.0,0.835,4390,82,0.783,0.538 +714951858,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,36,5,1,3,4473.0,0,4473.0,0.543,4047,56,0.75,0.0 +720436008,Existing Customer,54,F,1,Doctorate,Unknown,Less than $40K,Blue,43,4,6,4,5267.0,0,5267.0,0.631,4196,81,0.588,0.0 +718984533,Existing Customer,37,M,3,Graduate,Single,$80K - $120K,Blue,29,6,2,4,7199.0,1274,5925.0,0.639,4552,100,0.786,0.177 +716982483,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,38,3,4,2,1438.3,0,1438.3,0.584,4497,79,0.612,0.0 +708681708,Attrited Customer,51,F,2,Unknown,Single,Less than $40K,Blue,43,5,3,2,3245.0,0,3245.0,0.553,1977,29,0.261,0.0 +720202008,Existing Customer,47,F,5,Unknown,Single,$40K - $60K,Blue,40,4,3,4,3888.0,2517,1371.0,0.641,4377,88,0.725,0.647 +714483033,Existing Customer,45,F,5,Unknown,Married,Unknown,Blue,40,3,2,2,14728.0,0,14728.0,0.708,4660,85,0.735,0.0 +711468708,Attrited Customer,38,F,4,High School,Single,$40K - $60K,Blue,31,4,3,2,1438.3,0,1438.3,0.406,1986,52,0.486,0.0 +821724483,Attrited Customer,48,M,4,Unknown,Single,$40K - $60K,Blue,43,2,3,2,11272.0,1744,9528.0,0.347,1455,34,0.214,0.155 +716402508,Existing Customer,49,F,3,Graduate,Unknown,Less than $40K,Blue,36,4,3,3,2705.0,1681,1024.0,0.577,4265,87,0.776,0.621 +721189008,Existing Customer,41,M,4,Graduate,Married,$80K - $120K,Blue,27,4,2,4,12270.0,0,12270.0,0.543,4578,67,0.811,0.0 +712867983,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,43,6,1,4,3006.0,633,2373.0,0.733,5177,66,0.65,0.211 +713814408,Existing Customer,39,M,2,Uneducated,Single,$80K - $120K,Blue,36,6,2,4,7901.0,1184,6717.0,0.863,3667,66,0.784,0.15 +716671983,Existing Customer,38,M,0,High School,Single,$80K - $120K,Blue,29,3,3,2,5983.0,1885,4098.0,0.601,4141,65,0.711,0.315 +708252108,Existing Customer,64,M,0,College,Single,$40K - $60K,Blue,53,6,3,2,7362.0,1907,5455.0,0.693,4065,65,0.711,0.259 +717212958,Existing Customer,55,M,2,Doctorate,Single,$80K - $120K,Blue,36,6,3,3,3046.0,2415,631.0,0.492,3153,57,0.583,0.793 +713048733,Existing Customer,50,M,2,Uneducated,Married,$120K +,Blue,40,3,1,1,34516.0,1871,32645.0,0.356,4054,75,0.364,0.054 +779841483,Attrited Customer,55,F,1,Doctorate,Married,Unknown,Blue,39,1,3,3,12972.0,1424,11548.0,0.525,2238,36,0.2,0.11 +710701233,Existing Customer,44,F,5,Graduate,Single,Unknown,Blue,37,3,1,1,17785.0,1259,16526.0,0.806,3890,72,1.118,0.071 +718837683,Existing Customer,55,M,2,High School,Single,$120K +,Blue,49,6,3,4,3029.0,1505,1524.0,0.56,2394,50,0.471,0.497 +718127958,Existing Customer,58,M,0,Graduate,Divorced,Unknown,Blue,36,4,2,2,9097.0,1656,7441.0,0.813,4174,85,0.7,0.182 +718685358,Existing Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,44,6,1,4,1438.3,0,1438.3,0.827,4488,84,0.826,0.0 +771559158,Existing Customer,58,M,3,Uneducated,Unknown,$80K - $120K,Blue,46,3,1,3,2375.0,1163,1212.0,0.917,4769,80,0.905,0.49 +710138883,Attrited Customer,47,F,3,Graduate,Unknown,Less than $40K,Blue,36,5,2,2,8109.0,0,8109.0,0.601,1835,43,0.344,0.0 +711197658,Existing Customer,53,F,1,Post-Graduate,Single,$40K - $60K,Blue,43,5,1,0,2618.0,2026,592.0,0.669,4198,68,0.619,0.774 +709045683,Existing Customer,42,F,3,Uneducated,Married,Unknown,Blue,30,3,2,1,3549.0,0,3549.0,0.584,3921,63,0.8,0.0 +708272808,Existing Customer,45,M,5,Graduate,Single,Less than $40K,Blue,36,4,2,1,2718.0,1474,1244.0,0.71,3542,59,0.639,0.542 +720292983,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,51,6,1,2,2230.0,1796,434.0,0.637,4929,61,0.488,0.805 +709112508,Attrited Customer,42,F,3,College,Single,Less than $40K,Blue,36,3,3,4,3802.0,1300,2502.0,0.627,2165,36,0.385,0.342 +712840608,Existing Customer,55,F,2,Uneducated,Married,Less than $40K,Blue,43,6,2,3,2736.0,993,1743.0,1.06,4078,85,0.977,0.363 +788920308,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,37,3,2,1,2258.0,1250,1008.0,0.611,4368,75,0.596,0.554 +718160358,Attrited Customer,51,F,1,Graduate,Married,Less than $40K,Blue,39,5,3,2,1438.3,0,1438.3,0.885,2492,35,0.296,0.0 +719325783,Attrited Customer,65,M,2,Unknown,Single,Less than $40K,Blue,36,4,2,3,2954.0,2517,437.0,0.619,1909,28,0.474,0.852 +712885533,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,31,6,3,2,11882.0,1472,10410.0,0.413,3291,62,0.722,0.124 +719268333,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,36,5,3,4,1438.3,0,1438.3,0.929,4205,88,0.66,0.0 +721004133,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,25,6,2,2,1438.3,538,900.3,0.675,4093,73,0.659,0.374 +714103908,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,36,4,2,2,2778.0,743,2035.0,0.812,4515,74,0.51,0.267 +771502383,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,42,3,5,4,2474.0,1539,935.0,0.649,4884,80,0.509,0.622 +713014533,Existing Customer,54,F,3,Unknown,Single,$40K - $60K,Blue,43,6,3,4,5632.0,1596,4036.0,0.951,3557,64,1.065,0.283 +713980383,Attrited Customer,49,F,3,Graduate,Single,Unknown,Blue,38,1,2,4,11025.0,0,11025.0,0.501,1902,28,0.273,0.0 +711294258,Existing Customer,43,F,1,Graduate,Single,Less than $40K,Blue,38,3,3,3,2642.0,2377,265.0,0.829,4780,88,0.725,0.9 +719954733,Existing Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,28,5,6,3,30357.0,1255,29102.0,0.788,4435,68,0.889,0.041 +711561933,Existing Customer,57,F,1,Uneducated,Divorced,Less than $40K,Blue,47,6,6,1,2201.0,1420,781.0,0.762,4256,70,0.591,0.645 +826077033,Attrited Customer,46,F,2,Unknown,Married,Less than $40K,Blue,42,1,0,4,2002.0,0,2002.0,0.803,2423,39,0.857,0.0 +711555483,Existing Customer,43,F,3,High School,Unknown,Unknown,Blue,36,3,3,2,8777.0,2517,6260.0,0.696,4551,83,0.729,0.287 +715194183,Attrited Customer,53,F,2,Unknown,Single,Less than $40K,Blue,36,3,3,4,2575.0,411,2164.0,0.833,2423,43,0.593,0.16 +716929233,Existing Customer,43,F,3,Post-Graduate,Single,$40K - $60K,Blue,24,3,3,4,5182.0,1607,3575.0,0.874,5235,92,0.586,0.31 +709014558,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,42,3,3,2,3783.0,0,3783.0,0.59,4383,82,0.783,0.0 +710636208,Existing Customer,51,M,3,Uneducated,Married,$120K +,Blue,40,3,5,3,34516.0,0,34516.0,0.922,3847,74,0.805,0.0 +815525508,Existing Customer,46,F,3,High School,Unknown,Less than $40K,Blue,41,2,1,4,1515.0,0,1515.0,0.819,3894,60,0.818,0.0 +718746933,Existing Customer,56,F,3,High School,Married,Less than $40K,Blue,47,6,3,4,2865.0,2022,843.0,0.547,3441,66,0.65,0.706 +715686183,Existing Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,34,6,2,1,2711.0,0,2711.0,0.636,4795,65,1.031,0.0 +741778458,Existing Customer,54,F,2,Unknown,Single,Less than $40K,Blue,47,3,2,3,2341.0,1550,791.0,0.656,3406,57,1.478,0.662 +801056358,Existing Customer,51,M,1,High School,Single,$80K - $120K,Blue,45,6,1,3,13287.0,1864,11423.0,0.603,3851,75,0.705,0.14 +709486158,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,20,5,1,3,1438.3,0,1438.3,0.896,4530,72,0.636,0.0 +713826183,Attrited Customer,41,M,3,High School,Unknown,$40K - $60K,Blue,33,4,3,4,1639.0,0,1639.0,0.481,2242,44,0.571,0.0 +803342358,Existing Customer,55,M,3,Graduate,Married,$60K - $80K,Blue,49,3,1,4,5668.0,2517,3151.0,0.704,3382,56,0.931,0.444 +780292683,Attrited Customer,55,M,1,Uneducated,Single,$120K +,Blue,41,3,4,4,24542.0,2354,22188.0,0.314,984,24,0.263,0.096 +788646858,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,29,6,3,1,1959.0,1268,691.0,0.731,4275,61,0.649,0.647 +711116133,Attrited Customer,50,F,1,Uneducated,Single,Less than $40K,Blue,37,3,2,4,1838.0,0,1838.0,0.743,2461,47,1.136,0.0 +708584208,Attrited Customer,36,F,2,Graduate,Unknown,Less than $40K,Blue,36,5,2,4,3111.0,2517,594.0,0.646,2367,41,0.519,0.809 +789097833,Existing Customer,39,F,0,High School,Single,Less than $40K,Blue,27,4,3,3,3927.0,720,3207.0,0.63,4230,93,0.898,0.183 +709443633,Existing Customer,38,F,1,Uneducated,Married,Less than $40K,Blue,26,5,1,1,4345.0,838,3507.0,0.593,4770,62,0.722,0.193 +767280633,Existing Customer,46,F,2,Graduate,Unknown,Less than $40K,Blue,39,5,2,2,3003.0,1454,1549.0,0.595,4378,96,0.548,0.484 +713096583,Attrited Customer,40,F,1,High School,Single,Less than $40K,Blue,36,4,3,2,1438.3,544,894.3,0.543,2294,40,0.739,0.378 +721033908,Existing Customer,58,M,1,Uneducated,Single,$60K - $80K,Blue,46,6,3,1,2541.0,1053,1488.0,0.926,4552,82,0.745,0.414 +756025233,Attrited Customer,43,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,2,2422.0,1014,1408.0,0.688,2437,44,0.467,0.419 +711977508,Attrited Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,43,1,2,4,1440.0,1211,229.0,0.465,2141,40,0.481,0.841 +772076208,Existing Customer,58,M,4,College,Single,$80K - $120K,Blue,47,6,3,0,26108.0,1146,24962.0,0.476,3677,70,0.892,0.044 +710666583,Attrited Customer,29,F,1,Uneducated,Single,Less than $40K,Blue,36,3,2,4,2516.0,2312,204.0,0.625,2321,36,0.5,0.919 +712369308,Attrited Customer,48,F,4,Doctorate,Divorced,$40K - $60K,Blue,35,4,3,2,3646.0,1047,2599.0,0.633,1969,38,0.52,0.287 +794784633,Existing Customer,61,F,0,Uneducated,Single,$40K - $60K,Blue,55,6,1,2,2214.0,2123,91.0,0.64,4478,77,0.791,0.959 +716437533,Existing Customer,51,M,2,College,Single,$80K - $120K,Blue,43,5,3,3,11862.0,0,11862.0,0.52,4101,88,0.66,0.0 +715109508,Existing Customer,44,F,3,College,Married,Unknown,Blue,36,3,1,4,8729.0,1427,7302.0,0.829,5347,96,0.524,0.163 +795392433,Existing Customer,35,F,2,Uneducated,Single,Unknown,Blue,29,3,1,1,2423.0,0,2423.0,0.663,4651,69,0.568,0.0 +712721358,Attrited Customer,48,F,3,Uneducated,Divorced,Less than $40K,Blue,36,5,3,2,4073.0,2517,1556.0,0.575,2059,43,0.433,0.618 +720118908,Existing Customer,26,M,0,Graduate,Married,Less than $40K,Blue,36,5,2,4,9916.0,0,9916.0,0.793,3477,65,0.667,0.0 +799486158,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,29,4,2,4,1438.3,949,489.3,0.736,4222,65,0.667,0.66 +718980633,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,36,3,3,3,6452.0,1151,5301.0,0.884,4835,84,0.714,0.178 +717336408,Attrited Customer,51,F,1,Doctorate,Single,Less than $40K,Blue,45,5,3,1,1952.0,1411,541.0,0.642,2452,44,0.63,0.723 +709546608,Existing Customer,37,F,2,Uneducated,Married,Less than $40K,Blue,36,6,5,4,1438.3,647,791.3,0.889,4803,64,0.684,0.45 +823624158,Existing Customer,53,F,2,Doctorate,Single,Unknown,Blue,49,3,2,2,4500.0,0,4500.0,0.761,4579,78,0.814,0.0 +771688983,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,41,4,1,2,2252.0,1811,441.0,0.68,4201,68,1.125,0.804 +708701358,Existing Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,3,2370.0,2031,339.0,0.889,4000,79,0.975,0.857 +712048008,Existing Customer,56,F,4,High School,Single,$40K - $60K,Blue,44,3,2,2,2610.0,1988,622.0,0.576,4127,69,0.533,0.762 +710712783,Existing Customer,52,F,4,Unknown,Married,Less than $40K,Blue,41,3,3,3,2294.0,1787,507.0,0.748,3904,76,0.854,0.779 +716626008,Existing Customer,51,F,2,Graduate,Divorced,Unknown,Blue,36,4,3,4,5062.0,1659,3403.0,0.836,4243,102,0.672,0.328 +718284408,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,30,5,2,2,2415.0,1452,963.0,0.609,3970,68,0.619,0.601 +717414933,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,45,3,3,3,2918.0,2049,869.0,0.501,3818,61,0.605,0.702 +713032233,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,36,5,1,4,2708.0,2271,437.0,0.61,4812,83,0.766,0.839 +714234858,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,5,1,4,3666.0,1739,1927.0,0.779,4735,84,0.826,0.474 +714818058,Existing Customer,36,F,4,High School,Married,$40K - $60K,Blue,30,3,3,1,1438.3,0,1438.3,0.71,4591,74,0.644,0.0 +708731658,Attrited Customer,53,F,0,High School,Married,Less than $40K,Blue,41,3,3,4,1438.3,0,1438.3,0.387,1587,42,0.448,0.0 +708706833,Attrited Customer,39,F,3,Uneducated,Divorced,Unknown,Blue,36,4,3,3,2809.0,0,2809.0,0.854,2466,40,0.538,0.0 +780100533,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,31,5,2,4,26303.0,2376,23927.0,0.583,3586,67,0.914,0.09 +711712983,Existing Customer,56,M,2,Graduate,Single,$80K - $120K,Blue,46,6,2,3,15982.0,0,15982.0,0.687,4503,80,0.667,0.0 +712549758,Existing Customer,40,F,4,Graduate,Married,Unknown,Blue,25,6,2,1,25060.0,0,25060.0,0.758,3749,61,0.743,0.0 +713348433,Existing Customer,42,F,3,High School,Single,$40K - $60K,Blue,29,6,3,2,1545.0,751,794.0,0.551,4477,62,0.59,0.486 +820599333,Existing Customer,43,F,5,Graduate,Single,Less than $40K,Blue,38,6,2,2,1438.3,604,834.3,0.771,4469,85,0.932,0.42 +787261008,Existing Customer,43,M,1,Post-Graduate,Unknown,$60K - $80K,Blue,37,4,3,4,4112.0,1128,2984.0,0.587,4446,75,0.667,0.274 +778343958,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,27,3,3,0,1451.0,0,1451.0,0.5,3866,72,0.714,0.0 +788407833,Existing Customer,49,F,4,Graduate,Single,Unknown,Blue,42,5,3,2,16424.0,1368,15056.0,0.55,4025,79,0.881,0.083 +760807608,Existing Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,41,5,3,4,2340.0,1680,660.0,0.791,4751,83,0.804,0.718 +771108933,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,34,5,3,4,1926.0,879,1047.0,0.536,4385,71,0.614,0.456 +715954158,Attrited Customer,48,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,3,2,4,2954.0,931,2023.0,0.575,2433,29,0.381,0.315 +715499058,Attrited Customer,36,F,2,High School,Married,$40K - $60K,Blue,36,4,3,2,1848.0,0,1848.0,0.906,2775,33,0.435,0.0 +717995958,Existing Customer,47,F,3,Unknown,Married,Unknown,Blue,38,5,1,4,1634.0,1463,171.0,0.873,4397,72,0.565,0.895 +718736883,Existing Customer,49,F,3,Uneducated,Single,Less than $40K,Blue,36,4,1,4,4328.0,2058,2270.0,0.835,3421,61,1.033,0.476 +721045608,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,32,6,3,3,2943.0,2131,812.0,0.597,4554,75,0.562,0.724 +715215108,Existing Customer,54,F,2,Unknown,Married,Less than $40K,Blue,46,4,3,3,2611.0,1573,1038.0,0.902,4899,68,0.581,0.602 +795823383,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,37,5,1,3,2419.0,0,2419.0,0.762,3888,63,0.853,0.0 +718338708,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,38,5,2,2,5481.0,0,5481.0,0.784,3380,73,0.78,0.0 +713588958,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,25,4,1,1,2129.0,1507,622.0,0.636,3655,70,0.667,0.708 +710120358,Existing Customer,40,M,3,Unknown,Married,$60K - $80K,Blue,27,6,2,4,9026.0,2312,6714.0,0.561,2229,37,0.762,0.256 +809582058,Existing Customer,48,M,2,Unknown,Unknown,$40K - $60K,Blue,43,5,2,2,1761.0,1249,512.0,0.936,4410,73,0.622,0.709 +709199358,Attrited Customer,60,M,1,Uneducated,Married,Less than $40K,Blue,36,1,3,4,3316.0,0,3316.0,0.372,1684,19,0.188,0.0 +821889858,Attrited Customer,50,F,1,Doctorate,Single,Unknown,Blue,46,6,4,3,1970.0,1477,493.0,0.662,2493,44,0.571,0.75 +815324433,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,41,6,3,1,1438.3,0,1438.3,0.921,4200,86,0.536,0.0 +793656633,Existing Customer,35,F,3,Uneducated,Married,Unknown,Blue,29,3,3,1,2278.0,1303,975.0,0.645,5101,76,0.617,0.572 +713246208,Existing Customer,65,M,1,Unknown,Single,$40K - $60K,Blue,56,6,2,4,13364.0,1318,12046.0,1.063,4548,54,0.862,0.099 +711493158,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,36,5,2,2,2801.0,2467,334.0,0.701,4926,90,0.731,0.881 +721163133,Existing Customer,44,M,2,Graduate,Single,Unknown,Blue,36,6,3,1,28292.0,0,28292.0,0.542,3948,60,0.538,0.0 +826417233,Existing Customer,35,F,4,College,Married,Less than $40K,Blue,31,3,3,4,2933.0,1011,1922.0,0.814,5089,71,0.868,0.345 +711619608,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,2,21630.0,0,21630.0,0.804,4584,84,0.75,0.0 +712244733,Existing Customer,56,F,1,Unknown,Married,Less than $40K,Blue,45,4,1,2,3132.0,2230,902.0,0.78,4412,73,0.659,0.712 +709638783,Existing Customer,50,F,1,High School,Married,$40K - $60K,Blue,43,4,3,4,2961.0,2048,913.0,0.913,4056,92,0.769,0.692 +720296808,Attrited Customer,52,F,3,Graduate,Married,Unknown,Blue,39,3,3,2,4173.0,1771,2402.0,0.711,2554,47,0.516,0.424 +718926258,Existing Customer,37,F,1,High School,Single,Unknown,Blue,28,4,3,2,2458.0,642,1816.0,0.666,4627,90,0.698,0.261 +714706083,Existing Customer,44,M,2,College,Married,$60K - $80K,Blue,36,5,3,4,12229.0,997,11232.0,0.811,4284,75,0.596,0.082 +721473783,Existing Customer,35,F,3,Graduate,Married,Less than $40K,Blue,21,3,1,1,2272.0,604,1668.0,0.987,4614,75,0.974,0.266 +712230408,Existing Customer,42,M,4,Uneducated,Married,$120K +,Blue,37,3,2,4,6953.0,1445,5508.0,0.591,3700,80,0.569,0.208 +716186883,Existing Customer,48,F,4,College,Married,$40K - $60K,Blue,37,3,6,2,1792.0,933,859.0,0.821,4120,78,0.773,0.521 +715204083,Existing Customer,47,F,4,Doctorate,Single,Less than $40K,Blue,36,3,2,2,2765.0,901,1864.0,0.898,4990,80,0.905,0.326 +709283358,Attrited Customer,43,F,4,Unknown,Married,Less than $40K,Blue,29,6,2,3,2895.0,0,2895.0,0.663,2473,42,0.273,0.0 +817887408,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,34,3,1,4,6904.0,1148,5756.0,0.649,3485,84,0.615,0.166 +789481233,Attrited Customer,39,M,2,High School,Married,$40K - $60K,Blue,30,5,3,3,2220.0,0,2220.0,0.872,2859,55,0.833,0.0 +718184883,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,34,5,2,2,1495.0,0,1495.0,0.802,3878,63,0.703,0.0 +821157183,Existing Customer,42,F,5,Unknown,Married,Less than $40K,Blue,37,5,2,3,2541.0,1398,1143.0,0.635,4698,88,0.833,0.55 +709837308,Existing Customer,34,F,3,Graduate,Single,Unknown,Blue,19,6,1,2,7531.0,0,7531.0,1.007,3833,71,0.578,0.0 +779491908,Existing Customer,47,F,4,Post-Graduate,Unknown,Unknown,Blue,29,5,2,1,8644.0,1391,7253.0,0.896,4272,59,0.686,0.161 +718399233,Existing Customer,43,F,4,College,Single,$40K - $60K,Blue,36,6,3,1,1531.0,0,1531.0,0.704,4152,77,0.54,0.0 +779447358,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,32,3,3,4,2884.0,2104,780.0,0.857,4486,93,0.86,0.73 +710661333,Attrited Customer,55,F,2,Unknown,Single,Unknown,Blue,36,4,3,2,10241.0,1545,8696.0,0.581,2513,47,0.424,0.151 +789114408,Existing Customer,50,F,1,Post-Graduate,Single,$40K - $60K,Blue,38,3,1,4,4182.0,0,4182.0,0.853,4693,82,0.608,0.0 +710570058,Attrited Customer,44,F,1,Graduate,Single,Less than $40K,Blue,25,3,2,4,3101.0,0,3101.0,0.66,2512,37,0.37,0.0 +712681608,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,36,5,4,2,4542.0,1355,3187.0,0.48,4011,70,0.556,0.298 +709086933,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,22,4,2,4,3372.0,2517,855.0,0.729,4209,72,0.756,0.746 +709179708,Existing Customer,40,M,2,Graduate,Divorced,$60K - $80K,Blue,36,3,1,2,3099.0,0,3099.0,0.72,3622,75,0.667,0.0 +711206958,Existing Customer,41,F,3,High School,Divorced,Unknown,Blue,31,3,1,2,2416.0,1305,1111.0,0.93,4163,73,0.698,0.54 +823928058,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,48,3,2,4,5299.0,578,4721.0,0.931,4509,79,0.717,0.109 +796330983,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,35,3,1,4,2138.0,1283,855.0,0.645,4785,85,0.518,0.6 +771284658,Attrited Customer,47,F,1,Unknown,Married,Less than $40K,Blue,35,6,2,4,1850.0,896,954.0,0.724,2613,41,0.708,0.484 +779307558,Existing Customer,53,F,1,College,Unknown,$40K - $60K,Blue,35,4,3,3,3585.0,0,3585.0,0.782,4806,81,0.653,0.0 +788846508,Existing Customer,48,F,4,Uneducated,Married,$40K - $60K,Blue,32,6,1,3,2690.0,1903,787.0,0.824,4567,81,0.8,0.707 +783500283,Existing Customer,62,M,0,Graduate,Unknown,$80K - $120K,Blue,56,5,3,2,29100.0,1228,27872.0,0.722,5041,74,0.805,0.042 +802247658,Attrited Customer,59,M,2,Uneducated,Single,$40K - $60K,Blue,53,4,5,4,2699.0,2422,277.0,0.773,2599,43,0.433,0.897 +795573333,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,35,6,2,1,8376.0,1165,7211.0,0.888,4142,67,0.634,0.139 +721366308,Existing Customer,50,M,3,Unknown,Single,$40K - $60K,Blue,39,4,3,1,13509.0,2060,11449.0,0.729,3702,64,0.829,0.152 +720377433,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,4,2396.0,2217,179.0,0.978,4593,74,0.721,0.925 +711243108,Existing Customer,50,M,1,Doctorate,Married,$80K - $120K,Blue,36,5,3,3,18964.0,2207,16757.0,0.625,3835,78,0.625,0.116 +789351783,Existing Customer,40,F,5,Graduate,Married,Less than $40K,Blue,30,3,2,2,2114.0,1618,496.0,0.664,4518,88,0.692,0.765 +719699208,Existing Customer,39,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,4,1623.0,729,894.0,0.886,4423,65,0.806,0.449 +720774183,Existing Customer,40,F,1,High School,Divorced,Less than $40K,Blue,30,6,2,1,2579.0,1959,620.0,0.618,4300,69,0.683,0.76 +713590158,Attrited Customer,41,M,4,Graduate,Single,$60K - $80K,Blue,34,5,2,4,5045.0,2080,2965.0,0.738,2042,40,0.481,0.412 +715547058,Attrited Customer,35,F,0,Graduate,Married,Less than $40K,Blue,36,4,3,4,2089.0,0,2089.0,0.871,2707,51,0.5,0.0 +815596608,Existing Customer,48,F,5,Uneducated,Married,$40K - $60K,Blue,43,4,1,3,2866.0,921,1945.0,0.654,4615,72,0.6,0.321 +718921683,Existing Customer,49,M,4,Unknown,Married,$80K - $120K,Blue,38,6,6,3,9738.0,1835,7903.0,0.763,4816,49,0.885,0.188 +720031908,Existing Customer,55,M,2,Doctorate,Married,$60K - $80K,Blue,36,5,1,1,4370.0,0,4370.0,0.791,4326,74,0.721,0.0 +716716083,Existing Customer,58,M,3,Unknown,Single,$80K - $120K,Blue,36,6,2,3,3355.0,1878,1477.0,0.725,4578,84,0.953,0.56 +819969933,Existing Customer,43,F,2,High School,Single,$40K - $60K,Blue,38,4,2,2,5070.0,0,5070.0,0.67,4193,67,0.811,0.0 +714382608,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,36,4,2,0,2572.0,1161,1411.0,0.569,4315,85,0.518,0.451 +720092283,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,31,4,2,3,2016.0,978,1038.0,0.736,4379,78,0.95,0.485 +720531633,Attrited Customer,55,F,1,Graduate,Unknown,Less than $40K,Blue,36,4,2,2,3552.0,2517,1035.0,0.865,2665,36,0.333,0.709 +718508883,Attrited Customer,43,F,3,Unknown,Single,Less than $40K,Blue,36,6,3,3,2325.0,238,2087.0,0.64,2306,47,0.621,0.102 +708794133,Existing Customer,46,F,4,High School,Unknown,Less than $40K,Blue,37,3,1,4,2533.0,2136,397.0,0.757,3197,50,1.174,0.843 +713447583,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,36,5,3,2,3871.0,2055,1816.0,0.824,5480,58,0.933,0.531 +716107158,Attrited Customer,32,F,0,Graduate,Single,Less than $40K,Blue,20,5,1,5,3983.0,431,3552.0,0.887,3098,46,0.438,0.108 +712713108,Existing Customer,61,F,0,Graduate,Married,Unknown,Blue,36,6,2,3,2035.0,1883,152.0,0.955,4802,85,0.604,0.925 +719245083,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,39,4,3,4,1773.0,1539,234.0,0.893,4087,74,0.762,0.868 +708269583,Existing Customer,42,F,3,Uneducated,Divorced,Less than $40K,Blue,28,6,2,4,2029.0,1377,652.0,0.838,4014,86,0.686,0.679 +720234708,Attrited Customer,45,M,2,High School,Single,$120K +,Blue,33,6,3,2,15490.0,0,15490.0,0.742,2429,50,0.471,0.0 +709436883,Existing Customer,56,F,2,Uneducated,Single,$40K - $60K,Blue,48,6,2,2,2941.0,1619,1322.0,0.9,5000,87,0.673,0.55 +714140133,Existing Customer,42,F,4,Graduate,Unknown,Less than $40K,Blue,32,3,1,2,2314.0,1547,767.0,0.804,4678,74,1.0,0.669 +716136333,Attrited Customer,40,F,4,Uneducated,Single,Less than $40K,Blue,24,5,2,1,4212.0,2517,1695.0,0.718,2725,41,0.519,0.598 +715031433,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,36,6,3,3,6248.0,1493,4755.0,0.597,4664,60,0.579,0.239 +810667158,Existing Customer,40,M,2,High School,Divorced,$40K - $60K,Blue,35,3,1,1,2430.0,974,1456.0,0.677,4344,75,0.596,0.401 +715253433,Existing Customer,48,M,4,Unknown,Single,$80K - $120K,Blue,38,5,2,3,5543.0,1372,4171.0,0.744,5266,79,0.795,0.248 +809937933,Existing Customer,42,F,3,Graduate,Married,$40K - $60K,Blue,37,4,3,2,2470.0,2013,457.0,0.97,4384,82,1.0,0.815 +708997833,Existing Customer,49,F,4,Doctorate,Single,$40K - $60K,Blue,39,5,3,1,3255.0,603,2652.0,0.617,4045,62,0.824,0.185 +718296558,Attrited Customer,44,F,4,Unknown,Married,$40K - $60K,Blue,31,4,3,5,1691.0,1327,364.0,0.774,2345,33,0.435,0.785 +780086658,Attrited Customer,43,M,4,Doctorate,Unknown,$60K - $80K,Blue,28,3,2,4,18229.0,0,18229.0,0.544,2060,39,0.625,0.0 +708754833,Existing Customer,48,F,3,Uneducated,Single,Unknown,Blue,40,3,4,4,2827.0,1182,1645.0,0.902,4583,72,1.0,0.418 +788638908,Existing Customer,43,F,2,Graduate,Divorced,Less than $40K,Blue,30,4,2,4,2351.0,2127,224.0,0.703,4278,71,0.821,0.905 +715607958,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,36,6,1,3,4202.0,2201,2001.0,0.714,4385,78,0.66,0.524 +708515358,Existing Customer,40,F,1,High School,Married,Less than $40K,Blue,36,6,3,2,4712.0,0,4712.0,0.84,4216,82,0.64,0.0 +716357058,Existing Customer,53,M,3,Uneducated,Single,$80K - $120K,Blue,36,4,3,1,2611.0,787,1824.0,0.298,2955,56,0.6,0.301 +714569958,Existing Customer,38,F,2,Unknown,Single,Less than $40K,Blue,28,6,2,1,3206.0,2459,747.0,0.696,3852,65,0.625,0.767 +716822583,Existing Customer,39,F,2,High School,Single,Less than $40K,Blue,36,4,2,3,5245.0,802,4443.0,0.504,3648,74,0.574,0.153 +721109358,Existing Customer,39,M,3,High School,Married,$60K - $80K,Blue,27,6,2,1,2583.0,0,2583.0,0.781,4162,87,0.812,0.0 +827635083,Existing Customer,59,F,0,Graduate,Unknown,Unknown,Blue,55,4,3,3,1438.3,755,683.3,0.62,4222,75,0.744,0.525 +715492983,Existing Customer,40,M,3,Post-Graduate,Married,$120K +,Blue,36,4,2,4,7464.0,2517,4947.0,0.9,4348,62,0.879,0.337 +712234308,Existing Customer,54,F,3,Graduate,Married,Unknown,Blue,36,6,1,2,4928.0,1805,3123.0,0.641,4767,90,0.698,0.366 +708334158,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,34,4,2,4,9863.0,686,9177.0,0.581,3068,58,0.933,0.07 +812488608,Existing Customer,44,F,3,College,Unknown,Less than $40K,Blue,39,6,1,3,5024.0,2209,2815.0,0.66,4908,73,0.659,0.44 +793345008,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,38,4,1,3,1438.3,0,1438.3,0.801,4287,80,0.667,0.0 +715487733,Attrited Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,36,6,3,3,1452.0,0,1452.0,0.553,2287,42,0.5,0.0 +788856408,Existing Customer,50,F,5,Uneducated,Married,Unknown,Blue,34,5,5,2,3317.0,1041,2276.0,0.923,4264,75,1.027,0.314 +708154833,Attrited Customer,39,F,2,Graduate,Single,Less than $40K,Blue,27,1,3,3,1438.3,811,627.3,0.571,2336,46,0.278,0.564 +721147383,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,22,4,2,4,2448.0,1740,708.0,0.901,4087,81,0.841,0.711 +803973483,Existing Customer,49,F,3,Unknown,Single,Less than $40K,Blue,44,4,2,4,1546.0,0,1546.0,0.793,4496,83,0.66,0.0 +788941983,Attrited Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,22,1,3,1,2013.0,0,2013.0,0.602,2425,50,0.923,0.0 +715603233,Existing Customer,53,F,3,Uneducated,Married,$40K - $60K,Blue,42,6,1,2,2293.0,1460,833.0,0.658,4436,74,0.542,0.637 +709945458,Existing Customer,52,M,3,Uneducated,Single,$60K - $80K,Blue,40,3,1,1,1438.3,512,926.3,0.776,4791,82,0.708,0.356 +714614133,Attrited Customer,53,F,3,Unknown,Married,Less than $40K,Blue,36,3,3,3,2819.0,0,2819.0,0.4,2128,39,0.444,0.0 +768167358,Existing Customer,37,M,4,Doctorate,Single,$60K - $80K,Blue,31,6,3,0,1702.0,1018,684.0,0.645,4301,86,0.72,0.598 +737967708,Existing Customer,52,F,1,Unknown,Married,$40K - $60K,Blue,45,5,1,1,1611.0,938,673.0,0.601,4087,86,0.911,0.582 +712920633,Existing Customer,49,F,2,Unknown,Married,$40K - $60K,Blue,35,4,1,1,1438.3,0,1438.3,0.618,4348,79,0.646,0.0 +780373233,Existing Customer,39,F,4,Unknown,Single,Less than $40K,Blue,29,5,3,0,2863.0,1940,923.0,0.823,4985,90,0.636,0.678 +721384308,Existing Customer,39,F,1,Uneducated,Married,$40K - $60K,Blue,36,4,1,4,3272.0,2323,949.0,1.123,4763,86,0.593,0.71 +712242633,Existing Customer,42,F,2,Unknown,Single,Less than $40K,Blue,36,6,1,4,2677.0,2517,160.0,0.609,3911,76,0.81,0.94 +713610933,Existing Customer,40,F,2,Uneducated,Married,Less than $40K,Blue,26,3,2,1,2708.0,0,2708.0,0.572,4277,90,0.636,0.0 +714257958,Existing Customer,41,F,3,Doctorate,Single,Less than $40K,Blue,31,4,2,1,1738.0,0,1738.0,0.654,4220,68,0.889,0.0 +772172883,Existing Customer,46,F,2,Uneducated,Unknown,$40K - $60K,Blue,35,6,2,1,6145.0,1349,4796.0,0.971,4893,93,0.824,0.22 +720204558,Existing Customer,45,F,2,High School,Married,Less than $40K,Blue,36,4,1,3,1640.0,999,641.0,0.811,4597,77,0.878,0.609 +779635533,Existing Customer,38,F,3,Graduate,Single,Unknown,Blue,21,5,1,3,2348.0,1028,1320.0,0.469,5125,71,0.578,0.438 +804658833,Existing Customer,53,F,3,Unknown,Married,Less than $40K,Blue,48,5,1,2,1657.0,0,1657.0,0.664,4068,73,0.622,0.0 +756691608,Existing Customer,37,F,3,Graduate,Married,Unknown,Blue,30,5,3,3,4554.0,780,3774.0,0.658,4816,81,0.588,0.171 +806219808,Existing Customer,52,M,3,College,Unknown,$120K +,Blue,47,5,6,3,5119.0,1972,3147.0,0.835,5146,88,0.956,0.385 +826266483,Existing Customer,39,F,2,College,Single,Unknown,Blue,35,6,2,2,10600.0,598,10002.0,0.843,4586,81,0.929,0.056 +775152708,Attrited Customer,49,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,39,2,3,4,20769.0,901,19868.0,0.371,1835,43,0.72,0.043 +787596558,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,23,5,2,1,7116.0,981,6135.0,0.858,4748,85,0.735,0.138 +803205258,Existing Customer,51,F,3,Graduate,Single,Unknown,Blue,45,4,3,4,2420.0,2379,41.0,0.741,4348,86,0.955,0.983 +716041908,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,43,5,2,4,2082.0,805,1277.0,1.049,4383,75,0.875,0.387 +708837858,Existing Customer,44,F,4,Doctorate,Unknown,Less than $40K,Blue,34,5,2,2,2718.0,1718,1000.0,0.679,4423,68,0.619,0.632 +828227433,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,46,6,2,4,5626.0,778,4848.0,1.009,4957,84,1.049,0.138 +714487458,Attrited Customer,49,F,5,Graduate,Divorced,$40K - $60K,Blue,40,6,4,2,2920.0,0,2920.0,0.516,2306,39,0.625,0.0 +711390333,Attrited Customer,59,M,0,Post-Graduate,Married,$80K - $120K,Blue,46,5,4,2,6526.0,489,6037.0,0.678,2331,45,0.452,0.075 +787974108,Attrited Customer,37,F,1,High School,Single,$40K - $60K,Blue,27,4,2,2,1793.0,792,1001.0,0.723,2374,40,0.429,0.442 +714036258,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,36,4,1,4,2798.0,1963,835.0,0.805,4255,64,0.561,0.702 +788752833,Existing Customer,52,F,2,High School,Divorced,Less than $40K,Blue,32,6,3,4,2427.0,1581,846.0,0.694,3857,69,0.816,0.651 +773108958,Existing Customer,55,F,2,Uneducated,Married,$40K - $60K,Blue,48,4,1,1,3011.0,2138,873.0,0.565,4439,75,0.875,0.71 +782437008,Existing Customer,41,F,3,College,Married,Unknown,Blue,35,6,2,4,2255.0,1769,486.0,0.767,4717,83,0.804,0.784 +710729358,Attrited Customer,40,F,2,High School,Single,Unknown,Blue,30,6,3,4,6479.0,0,6479.0,0.946,2539,42,0.5,0.0 +827423433,Existing Customer,41,F,4,Graduate,Divorced,Less than $40K,Blue,37,5,1,4,7492.0,1399,6093.0,0.533,3668,67,0.675,0.187 +756919683,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,41,6,1,3,3632.0,1294,2338.0,0.924,4339,86,0.686,0.356 +779219208,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,28,5,1,3,1744.0,0,1744.0,0.702,4811,86,0.686,0.0 +712342833,Existing Customer,52,F,2,Graduate,Married,Unknown,Blue,36,5,3,1,5905.0,2248,3657.0,0.728,4042,80,0.86,0.381 +721121283,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,24,4,1,4,2573.0,1280,1293.0,0.718,4289,81,0.841,0.497 +790006383,Existing Customer,45,M,0,Unknown,Married,$80K - $120K,Blue,37,4,3,2,9654.0,2035,7619.0,0.648,4221,67,0.634,0.211 +756989583,Existing Customer,41,M,4,Graduate,Unknown,$40K - $60K,Blue,24,4,2,2,1605.0,0,1605.0,0.637,4418,68,0.659,0.0 +717477783,Attrited Customer,49,F,4,Unknown,Single,Less than $40K,Silver,37,1,2,2,10195.0,2389,7806.0,0.427,1563,36,0.44,0.234 +716614683,Existing Customer,49,M,3,College,Single,$60K - $80K,Gold,36,5,3,1,34516.0,1255,33261.0,0.731,3847,73,0.698,0.036 +789942033,Attrited Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,34,5,3,3,10573.0,0,10573.0,0.794,2237,43,0.387,0.0 +740784258,Existing Customer,47,F,2,College,Single,Less than $40K,Blue,40,4,3,3,1789.0,1088,701.0,0.683,4191,90,0.525,0.608 +711336033,Existing Customer,26,F,0,Unknown,Single,Unknown,Blue,36,3,3,2,7595.0,1032,6563.0,1.035,4080,72,0.8,0.136 +768141558,Existing Customer,51,M,3,College,Single,$40K - $60K,Blue,45,4,3,0,3272.0,1896,1376.0,0.725,4220,74,0.897,0.579 +717179508,Existing Customer,33,F,0,Graduate,Single,Less than $40K,Blue,26,6,1,3,2382.0,1565,817.0,0.73,4011,68,0.838,0.657 +716520033,Existing Customer,52,M,2,Post-Graduate,Married,$80K - $120K,Blue,36,6,4,1,1981.0,1448,533.0,0.723,4639,61,0.743,0.731 +783625008,Existing Customer,51,M,2,Post-Graduate,Single,$120K +,Blue,45,4,2,2,22294.0,0,22294.0,0.647,3444,71,0.614,0.0 +769330908,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,5,3,4,2574.0,1555,1019.0,0.583,4134,62,0.55,0.604 +789396783,Existing Customer,30,F,0,High School,Single,Less than $40K,Blue,20,3,3,4,2112.0,1109,1003.0,0.693,4729,78,0.733,0.525 +709310433,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,56,3,2,2,5441.0,812,4629.0,0.534,4480,76,0.551,0.149 +713094483,Existing Customer,43,F,3,Unknown,Married,$40K - $60K,Blue,32,3,2,4,4391.0,0,4391.0,0.757,4741,78,0.814,0.0 +770753733,Existing Customer,42,F,5,College,Single,Less than $40K,Blue,28,4,3,2,3044.0,1865,1179.0,0.852,4854,85,1.024,0.613 +712659408,Existing Customer,57,M,1,High School,Married,$40K - $60K,Blue,45,3,3,2,2721.0,2159,562.0,0.846,4578,81,0.653,0.793 +768475383,Existing Customer,62,F,0,Unknown,Single,$40K - $60K,Blue,56,6,1,2,4467.0,0,4467.0,0.888,4007,74,0.542,0.0 +779655183,Existing Customer,48,M,4,College,Single,$80K - $120K,Blue,31,6,1,3,5033.0,0,5033.0,0.597,4054,82,0.822,0.0 +711278283,Existing Customer,61,F,1,High School,Unknown,Less than $40K,Blue,50,5,1,2,8604.0,1075,7529.0,0.464,4705,65,0.806,0.125 +713345508,Existing Customer,43,F,2,High School,Single,Less than $40K,Blue,36,4,3,2,2325.0,1662,663.0,0.8,4471,83,0.804,0.715 +711379083,Existing Customer,60,F,0,Doctorate,Single,Less than $40K,Blue,42,5,3,3,2758.0,1429,1329.0,0.718,5124,74,0.644,0.518 +789144633,Existing Customer,45,M,1,Graduate,Married,$80K - $120K,Blue,34,3,2,2,9705.0,850,8855.0,0.481,2001,34,0.889,0.088 +708393633,Existing Customer,41,F,0,High School,Married,Less than $40K,Blue,31,4,2,4,2685.0,1647,1038.0,0.812,4625,94,0.516,0.613 +708657033,Existing Customer,60,F,2,College,Single,Less than $40K,Blue,54,5,3,2,2694.0,1923,771.0,0.714,3837,71,0.732,0.714 +717949008,Attrited Customer,40,F,4,High School,Single,$40K - $60K,Blue,29,5,2,3,1554.0,412,1142.0,0.568,2341,43,0.483,0.265 +788866983,Existing Customer,63,F,0,Unknown,Single,Less than $40K,Blue,48,5,2,1,1438.3,0,1438.3,0.923,3383,61,1.103,0.0 +751283658,Existing Customer,42,F,4,Unknown,Single,$40K - $60K,Blue,35,4,3,3,1786.0,1316,470.0,0.704,4306,73,1.086,0.737 +718243533,Existing Customer,48,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,36,3,3,4,2648.0,0,2648.0,0.715,3880,74,0.721,0.0 +779754408,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,33,3,2,2,2477.0,2123,354.0,0.699,4349,69,0.725,0.857 +794866983,Existing Customer,51,F,1,Doctorate,Married,Unknown,Blue,45,6,2,1,7336.0,1031,6305.0,0.658,3812,67,0.675,0.141 +711832533,Existing Customer,42,M,3,High School,Single,$80K - $120K,Silver,32,3,3,3,34516.0,1396,33120.0,0.688,3748,62,0.938,0.04 +788552658,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,30,3,3,1,2479.0,1759,720.0,0.81,4562,86,0.72,0.71 +715415508,Existing Customer,42,F,4,Graduate,Single,Unknown,Blue,36,3,3,3,9396.0,1870,7526.0,0.714,4301,71,0.651,0.199 +719962458,Existing Customer,44,F,2,Graduate,Unknown,Less than $40K,Blue,34,3,2,2,2561.0,1491,1070.0,0.733,4869,70,0.522,0.582 +712734933,Attrited Customer,43,F,2,College,Married,Less than $40K,Blue,36,5,2,3,4020.0,0,4020.0,0.563,1952,39,0.345,0.0 +717410508,Existing Customer,43,M,3,Unknown,Married,$60K - $80K,Silver,30,4,3,4,25856.0,1281,24575.0,0.975,3303,70,0.795,0.05 +711796683,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,38,5,4,2,7398.0,1581,5817.0,0.428,4311,73,0.921,0.214 +709407933,Existing Customer,51,M,3,High School,Single,$80K - $120K,Silver,38,5,3,4,34516.0,1802,32714.0,0.912,4544,80,0.569,0.052 +810493458,Existing Customer,52,F,1,Uneducated,Single,Unknown,Blue,47,6,1,3,4058.0,1349,2709.0,0.723,4388,72,0.6,0.332 +720494058,Existing Customer,51,F,2,College,Married,Less than $40K,Blue,25,4,3,3,3042.0,0,3042.0,0.578,4781,79,0.756,0.0 +717050883,Existing Customer,60,F,1,High School,Single,Less than $40K,Blue,36,5,2,2,2688.0,1617,1071.0,0.552,4183,71,0.614,0.602 +713163258,Attrited Customer,38,F,2,Unknown,Married,Unknown,Blue,33,4,3,3,3388.0,0,3388.0,0.368,1959,52,0.857,0.0 +715659333,Existing Customer,43,F,4,High School,Single,$40K - $60K,Blue,36,3,3,2,4902.0,2517,2385.0,0.982,4508,69,0.643,0.513 +712414908,Existing Customer,45,F,4,Unknown,Married,Unknown,Blue,37,4,2,1,3241.0,0,3241.0,0.629,4992,80,0.739,0.0 +720175008,Existing Customer,48,F,2,Doctorate,Married,$40K - $60K,Blue,34,3,1,4,5069.0,1843,3226.0,0.826,4055,66,0.692,0.364 +719876808,Existing Customer,43,M,3,Unknown,Divorced,$80K - $120K,Blue,36,5,2,3,13625.0,0,13625.0,0.93,3902,62,0.632,0.0 +713334483,Attrited Customer,46,M,1,Post-Graduate,Single,$60K - $80K,Blue,32,5,2,3,8766.0,0,8766.0,0.702,2263,35,0.522,0.0 +708360108,Existing Customer,50,M,1,College,Single,$40K - $60K,Blue,41,3,1,1,2800.0,1338,1462.0,0.818,4869,90,0.8,0.478 +720676158,Existing Customer,34,F,4,Uneducated,Single,Unknown,Blue,21,6,3,2,9005.0,1994,7011.0,0.919,5223,89,0.712,0.221 +716631708,Existing Customer,56,M,2,High School,Married,$60K - $80K,Blue,36,4,3,1,2713.0,1990,723.0,0.7,4027,67,0.634,0.734 +713025558,Attrited Customer,53,F,5,Doctorate,Single,Less than $40K,Blue,38,3,2,3,1438.3,0,1438.3,0.367,1935,47,0.469,0.0 +710506683,Existing Customer,47,F,4,High School,Single,$40K - $60K,Blue,39,3,1,0,1746.0,0,1746.0,0.763,4543,75,0.974,0.0 +712428333,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Blue,41,3,3,4,2930.0,1901,1029.0,0.638,4041,75,0.596,0.649 +718041033,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,36,6,1,4,2178.0,1455,723.0,1.001,5363,76,0.81,0.668 +709169133,Existing Customer,35,F,1,High School,Married,Unknown,Blue,23,3,3,1,1438.3,0,1438.3,0.751,3995,82,0.608,0.0 +718164858,Existing Customer,42,F,4,Post-Graduate,Married,Less than $40K,Blue,34,5,3,2,2021.0,1281,740.0,0.847,4642,97,0.672,0.634 +809565183,Attrited Customer,52,F,1,Graduate,Single,Less than $40K,Blue,47,3,3,4,1842.0,625,1217.0,0.729,2650,43,0.483,0.339 +778377183,Existing Customer,49,M,3,Graduate,Single,$120K +,Blue,29,5,2,2,18284.0,1144,17140.0,0.767,4846,92,0.736,0.063 +712845258,Existing Customer,41,M,2,Uneducated,Married,$80K - $120K,Gold,33,5,3,2,34516.0,1642,32874.0,0.891,4161,71,0.868,0.048 +716915133,Existing Customer,42,F,2,Unknown,Single,Less than $40K,Blue,36,5,3,4,1696.0,0,1696.0,0.666,4397,70,0.628,0.0 +771403008,Existing Customer,52,M,2,Graduate,Unknown,$60K - $80K,Blue,40,4,1,3,7215.0,0,7215.0,0.829,4409,75,0.974,0.0 +787441383,Existing Customer,52,F,0,Graduate,Married,Less than $40K,Blue,37,3,1,2,1793.0,1284,509.0,0.902,3989,62,0.938,0.716 +711345258,Existing Customer,52,F,2,High School,Married,$40K - $60K,Blue,44,3,3,1,5731.0,0,5731.0,0.685,4751,85,0.932,0.0 +713685033,Attrited Customer,44,F,2,Graduate,Married,Less than $40K,Blue,33,3,2,2,2417.0,0,2417.0,0.389,1848,38,0.407,0.0 +718205283,Existing Customer,48,F,3,College,Single,$40K - $60K,Blue,37,6,3,1,1438.3,0,1438.3,0.777,5035,76,0.767,0.0 +708337683,Existing Customer,51,M,2,Uneducated,Single,$60K - $80K,Blue,40,4,2,2,21800.0,893,20907.0,0.445,3820,62,0.676,0.041 +720941433,Attrited Customer,53,F,3,High School,Married,Less than $40K,Blue,41,3,3,2,1547.0,0,1547.0,0.845,2312,43,0.303,0.0 +710201058,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,38,3,3,2,1485.0,736,749.0,0.622,4198,65,0.912,0.496 +785218458,Existing Customer,44,M,2,Graduate,Married,$40K - $60K,Blue,38,4,1,3,2505.0,2282,223.0,0.712,4333,77,0.833,0.911 +770740308,Existing Customer,49,F,4,Graduate,Unknown,$40K - $60K,Blue,35,3,3,2,2631.0,1699,932.0,0.668,4691,92,0.704,0.646 +787493808,Attrited Customer,48,F,4,Graduate,Unknown,Less than $40K,Blue,36,5,2,2,2700.0,2480,220.0,0.686,2396,49,0.531,0.919 +708846183,Existing Customer,48,M,4,College,Single,$60K - $80K,Blue,30,4,2,2,3307.0,2234,1073.0,0.818,4006,68,0.838,0.676 +810586833,Existing Customer,38,F,3,Graduate,Divorced,Unknown,Blue,33,6,2,3,29638.0,857,28781.0,0.481,3429,78,0.696,0.029 +711151383,Attrited Customer,34,F,1,Post-Graduate,Single,Less than $40K,Blue,26,3,2,5,2066.0,347,1719.0,0.511,2157,37,0.321,0.168 +712425258,Existing Customer,46,F,4,Unknown,Single,Less than $40K,Blue,26,6,1,3,1859.0,1379,480.0,0.836,4260,72,0.714,0.742 +772063308,Existing Customer,45,M,2,Graduate,Single,$60K - $80K,Blue,34,5,1,1,13362.0,0,13362.0,0.682,4155,79,0.795,0.0 +718574808,Existing Customer,33,F,2,Graduate,Single,Less than $40K,Blue,17,4,3,4,2431.0,1846,585.0,0.612,4327,74,0.644,0.759 +717131283,Existing Customer,43,F,4,High School,Divorced,$40K - $60K,Blue,34,5,1,1,6034.0,1579,4455.0,0.753,4712,67,0.914,0.262 +798996183,Existing Customer,61,F,0,Unknown,Married,Less than $40K,Blue,55,4,2,3,2194.0,1512,682.0,0.725,4069,80,0.778,0.689 +716831508,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,34,4,1,3,1963.0,1524,439.0,0.879,3492,59,1.034,0.776 +715297908,Attrited Customer,41,F,4,College,Unknown,Unknown,Blue,22,4,2,3,1438.3,1125,313.3,0.611,2534,52,0.486,0.782 +813234108,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,40,4,1,3,2922.0,1212,1710.0,0.662,3895,70,0.591,0.415 +711027183,Existing Customer,50,M,4,College,Single,$40K - $60K,Blue,45,4,3,1,6943.0,600,6343.0,0.653,4946,80,0.739,0.086 +718812708,Attrited Customer,57,M,2,Graduate,Single,$120K +,Blue,44,5,3,4,34516.0,219,34297.0,0.482,1882,48,0.714,0.006 +709505808,Attrited Customer,45,F,3,College,Single,Unknown,Blue,33,5,3,4,4345.0,2198,2147.0,0.465,1918,31,0.292,0.506 +711267633,Attrited Customer,50,F,3,Graduate,Divorced,Less than $40K,Blue,40,5,4,4,4248.0,316,3932.0,0.661,2271,36,0.333,0.074 +719613783,Existing Customer,51,F,1,Doctorate,Married,Less than $40K,Blue,42,3,2,2,1438.3,0,1438.3,0.872,4211,64,0.778,0.0 +719035758,Existing Customer,53,F,3,Uneducated,Divorced,Less than $40K,Blue,43,5,1,2,2383.0,1516,867.0,0.857,4917,78,0.95,0.636 +708473133,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,45,4,2,3,1677.0,0,1677.0,0.824,4588,68,0.7,0.0 +712996833,Existing Customer,40,F,1,High School,Married,Unknown,Blue,33,4,2,2,2392.0,1129,1263.0,0.695,4309,86,0.72,0.472 +720963258,Attrited Customer,52,F,3,College,Married,Less than $40K,Blue,40,3,2,3,3474.0,0,3474.0,0.735,2675,37,0.48,0.0 +819606258,Existing Customer,48,M,4,Unknown,Married,$60K - $80K,Blue,43,5,3,3,8737.0,1629,7108.0,0.618,3876,55,0.774,0.186 +714634983,Attrited Customer,44,F,1,Unknown,Single,Unknown,Blue,36,3,3,3,3517.0,0,3517.0,0.634,2403,48,0.548,0.0 +806428908,Existing Customer,60,F,1,Graduate,Single,Unknown,Blue,55,3,3,3,13397.0,0,13397.0,0.814,5049,75,0.63,0.0 +710903358,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,55,5,2,1,6352.0,1386,4966.0,0.5,3709,77,0.604,0.218 +712676208,Existing Customer,46,F,5,High School,Single,Less than $40K,Blue,36,6,3,3,1787.0,1324,463.0,0.684,4084,79,1.026,0.741 +709005633,Attrited Customer,62,M,0,High School,Single,$60K - $80K,Blue,51,3,2,4,18734.0,0,18734.0,0.674,2112,52,0.857,0.0 +712102983,Existing Customer,47,F,2,College,Married,Less than $40K,Blue,36,6,3,3,1438.3,0,1438.3,0.634,3832,87,0.673,0.0 +754480233,Existing Customer,50,M,2,Post-Graduate,Divorced,$40K - $60K,Blue,43,5,2,4,3525.0,0,3525.0,0.798,4742,62,0.824,0.0 +719042208,Existing Customer,43,M,4,Doctorate,Unknown,$60K - $80K,Blue,33,4,3,4,2067.0,1250,817.0,0.891,4565,65,0.806,0.605 +716251608,Existing Customer,45,F,4,Unknown,Married,Less than $40K,Blue,36,6,1,4,2051.0,0,2051.0,0.989,4355,87,0.977,0.0 +715537383,Existing Customer,46,M,3,College,Single,$120K +,Blue,30,5,1,2,27378.0,1893,25485.0,0.432,3934,78,0.592,0.069 +709460883,Attrited Customer,38,F,2,Doctorate,Married,Less than $40K,Blue,28,5,2,4,1614.0,0,1614.0,0.609,2437,46,0.438,0.0 +789325008,Existing Customer,49,M,3,College,Single,Less than $40K,Blue,38,5,3,1,7862.0,1991,5871.0,0.654,3645,82,0.608,0.253 +719195733,Existing Customer,47,M,3,College,Married,$60K - $80K,Blue,36,5,1,3,4284.0,1900,2384.0,0.971,4948,85,0.848,0.444 +787665258,Attrited Customer,47,F,3,Unknown,Married,Less than $40K,Blue,37,1,2,2,1438.3,0,1438.3,0.749,2393,36,0.636,0.0 +710226708,Existing Customer,55,F,2,Uneducated,Divorced,Less than $40K,Blue,49,5,2,1,1438.3,680,758.3,0.77,4573,93,0.691,0.473 +711982383,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,49,3,3,2,21805.0,1777,20028.0,0.519,4694,79,0.411,0.081 +716345283,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,36,5,1,4,4712.0,1920,2792.0,0.596,4277,66,0.571,0.407 +816850458,Attrited Customer,33,M,2,Unknown,Married,$60K - $80K,Blue,28,6,2,4,1698.0,0,1698.0,0.823,2448,40,0.379,0.0 +710842308,Existing Customer,41,F,5,Uneducated,Single,$40K - $60K,Blue,26,4,3,4,2264.0,928,1336.0,0.662,4150,83,0.844,0.41 +713132133,Existing Customer,54,F,1,Unknown,Married,Less than $40K,Blue,39,3,2,4,2720.0,1694,1026.0,0.843,5103,81,0.761,0.623 +788874333,Existing Customer,55,M,3,Post-Graduate,Unknown,$120K +,Blue,40,3,1,4,15631.0,1305,14326.0,0.668,4313,67,0.914,0.083 +717987258,Existing Customer,43,F,3,Unknown,Single,$40K - $60K,Blue,36,5,2,4,2594.0,1686,908.0,0.624,4503,67,0.811,0.65 +793712658,Attrited Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,46,4,2,3,15011.0,2517,12494.0,0.713,1821,36,0.385,0.168 +708324483,Existing Customer,47,F,4,Unknown,Single,Less than $40K,Blue,39,3,3,4,1548.0,0,1548.0,0.664,4420,71,0.775,0.0 +768612258,Existing Customer,52,F,3,Unknown,Single,Less than $40K,Blue,46,3,3,3,2700.0,1623,1077.0,0.848,4171,78,0.814,0.601 +719659758,Existing Customer,45,F,4,High School,Married,$40K - $60K,Blue,35,6,1,0,2919.0,1670,1249.0,1.041,4194,72,0.756,0.572 +711313158,Existing Customer,50,F,4,Unknown,Single,Unknown,Blue,44,5,1,1,10721.0,0,10721.0,0.861,4962,74,0.51,0.0 +716483358,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,29,5,1,4,6125.0,1329,4796.0,0.646,5481,68,0.7,0.217 +719829633,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,29,5,3,4,3200.0,1733,1467.0,0.909,5026,79,0.837,0.542 +812465958,Existing Customer,53,F,3,Post-Graduate,Divorced,Unknown,Blue,48,5,2,2,12286.0,997,11289.0,0.726,4960,83,0.729,0.081 +786536808,Existing Customer,51,M,2,College,Married,$80K - $120K,Blue,45,3,3,1,21543.0,0,21543.0,0.53,3928,82,0.64,0.0 +807369708,Existing Customer,52,M,3,College,Married,$120K +,Blue,47,3,2,4,6355.0,0,6355.0,0.711,4009,74,0.947,0.0 +711397533,Existing Customer,52,F,2,High School,Married,Less than $40K,Blue,41,4,2,2,5616.0,2410,3206.0,0.962,3410,62,0.59,0.429 +711740508,Existing Customer,50,F,1,Unknown,Married,$40K - $60K,Blue,40,6,2,2,2661.0,1575,1086.0,0.735,4615,82,0.708,0.592 +715233108,Existing Customer,38,M,1,College,Married,$60K - $80K,Blue,36,4,1,2,2836.0,862,1974.0,0.772,4121,83,0.694,0.304 +813807258,Existing Customer,50,F,2,High School,Married,$40K - $60K,Blue,45,6,3,3,1438.3,0,1438.3,0.707,4670,82,0.864,0.0 +769183908,Existing Customer,51,F,2,Doctorate,Single,Unknown,Blue,45,6,3,1,2109.0,683,1426.0,0.593,4321,58,0.812,0.324 +718451133,Existing Customer,48,M,2,Graduate,Single,$60K - $80K,Blue,40,4,5,4,14951.0,1413,13538.0,0.784,3899,68,1.061,0.095 +721115733,Existing Customer,47,M,3,Unknown,Married,$60K - $80K,Blue,36,5,3,2,1591.0,894,697.0,0.786,3698,79,1.026,0.562 +720085233,Attrited Customer,51,F,2,Doctorate,Divorced,Unknown,Blue,40,6,3,4,8930.0,2517,6413.0,0.661,2167,38,0.357,0.282 +717036408,Existing Customer,36,F,1,Uneducated,Single,Unknown,Blue,36,6,3,1,4685.0,1626,3059.0,0.945,4560,81,0.588,0.347 +714427608,Existing Customer,45,F,5,Post-Graduate,Married,Unknown,Blue,29,5,3,1,2555.0,681,1874.0,0.576,4888,78,0.814,0.267 +780019908,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,43,6,3,2,2172.0,644,1528.0,0.673,4657,82,0.907,0.297 +827898033,Attrited Customer,54,F,1,Uneducated,Married,Unknown,Blue,50,4,0,3,2912.0,0,2912.0,0.621,2465,54,1.077,0.0 +720302883,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,35,4,3,1,3390.0,2180,1210.0,0.877,4585,78,0.95,0.643 +715893633,Existing Customer,47,F,4,Doctorate,Single,Less than $40K,Blue,36,4,3,2,2193.0,1084,1109.0,0.974,4755,81,0.761,0.494 +720730683,Existing Customer,51,F,2,Graduate,Married,Unknown,Blue,36,5,3,3,17412.0,730,16682.0,0.837,4997,84,0.615,0.042 +720638283,Existing Customer,40,F,4,College,Single,Less than $40K,Blue,20,4,3,2,2801.0,1731,1070.0,0.644,4568,83,0.93,0.618 +789053883,Existing Customer,43,M,3,Post-Graduate,Single,$60K - $80K,Blue,31,4,2,1,11186.0,2231,8955.0,0.708,3692,84,0.647,0.199 +719286708,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,39,4,5,2,2434.0,1340,1094.0,0.668,4498,76,0.81,0.551 +713952558,Attrited Customer,53,F,3,Doctorate,Single,Unknown,Blue,43,3,3,2,1790.0,1474,316.0,0.595,2128,40,0.429,0.823 +793395933,Existing Customer,59,F,1,High School,Single,Less than $40K,Blue,53,4,3,3,2716.0,1740,976.0,0.65,4208,69,0.568,0.641 +813895458,Existing Customer,49,F,0,Unknown,Single,Unknown,Blue,43,6,3,3,2874.0,0,2874.0,0.676,4617,89,0.78,0.0 +771733608,Attrited Customer,47,F,1,Graduate,Married,$40K - $60K,Blue,35,3,3,5,1438.3,0,1438.3,0.809,2276,40,0.538,0.0 +710102208,Existing Customer,56,M,2,Graduate,Single,$60K - $80K,Blue,36,3,2,2,18776.0,0,18776.0,0.81,4464,75,0.596,0.0 +719511783,Existing Customer,48,F,1,Unknown,Married,Unknown,Blue,41,3,2,2,1438.3,1197,241.3,0.917,4916,78,0.696,0.832 +712849158,Attrited Customer,55,M,0,High School,Divorced,$80K - $120K,Blue,44,4,3,3,19793.0,2488,17305.0,0.594,2186,44,0.467,0.126 +783070833,Existing Customer,34,F,4,Graduate,Single,$40K - $60K,Blue,28,5,2,3,2472.0,1899,573.0,0.77,4408,86,0.792,0.768 +713419908,Existing Customer,58,F,2,High School,Married,Unknown,Blue,50,3,2,3,12362.0,0,12362.0,0.635,4537,72,0.636,0.0 +789345408,Existing Customer,39,F,2,College,Married,$40K - $60K,Blue,29,5,3,2,1438.3,722,716.3,0.894,4983,53,1.12,0.502 +720992883,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,37,4,3,3,3189.0,1863,1326.0,0.77,4805,76,0.949,0.584 +803652633,Existing Customer,47,F,2,Uneducated,Single,Less than $40K,Blue,41,4,2,2,2092.0,1575,517.0,0.838,5124,70,0.522,0.753 +789248958,Existing Customer,37,F,2,High School,Married,$40K - $60K,Blue,26,3,2,3,2946.0,2517,429.0,0.841,5259,89,0.78,0.854 +716178483,Existing Customer,41,F,4,Uneducated,Unknown,$40K - $60K,Blue,29,4,3,2,2430.0,0,2430.0,0.569,4334,71,0.578,0.0 +715440558,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,36,3,1,2,4143.0,1888,2255.0,0.561,3940,74,0.805,0.456 +711535158,Attrited Customer,46,F,1,College,Unknown,Unknown,Blue,35,5,3,3,2197.0,461,1736.0,0.636,1955,42,0.448,0.21 +713647083,Existing Customer,53,F,2,Uneducated,Single,Unknown,Blue,36,5,2,3,9314.0,1761,7553.0,0.562,3696,80,0.778,0.189 +718311933,Attrited Customer,53,F,4,Doctorate,Married,Less than $40K,Blue,37,6,2,2,3719.0,2517,1202.0,0.666,2587,43,0.536,0.677 +718404783,Attrited Customer,59,F,0,Unknown,Married,Unknown,Blue,49,5,2,4,6996.0,0,6996.0,0.871,2384,33,0.375,0.0 +817332483,Attrited Customer,63,M,0,Doctorate,Single,Unknown,Blue,47,6,4,3,7306.0,0,7306.0,0.875,2445,43,0.593,0.0 +710015733,Attrited Customer,41,F,1,Doctorate,Divorced,Less than $40K,Blue,30,3,3,1,2029.0,621,1408.0,1.001,3142,37,0.85,0.306 +794965233,Attrited Customer,51,F,1,Graduate,Married,Less than $40K,Silver,45,6,3,3,13199.0,781,12418.0,0.411,1927,44,0.63,0.059 +710512833,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,29,6,1,1,3304.0,1338,1966.0,0.615,5178,79,0.756,0.405 +710803008,Existing Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,30,6,3,2,3125.0,2041,1084.0,0.675,4372,68,0.659,0.653 +712987608,Existing Customer,51,F,2,Doctorate,Single,Less than $40K,Blue,40,3,3,3,1438.3,1153,285.3,0.866,4263,84,0.909,0.802 +716974383,Existing Customer,41,M,5,Graduate,Single,$80K - $120K,Blue,28,3,2,0,2491.0,1979,512.0,0.629,1911,35,0.75,0.794 +720930633,Attrited Customer,58,F,0,High School,Single,Less than $40K,Blue,46,5,4,2,1977.0,0,1977.0,0.868,2341,37,0.37,0.0 +710136258,Attrited Customer,33,F,2,Graduate,Single,Less than $40K,Blue,24,6,2,3,1806.0,0,1806.0,0.983,2833,43,0.654,0.0 +779438208,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Blue,22,4,3,3,1938.0,1175,763.0,0.85,4606,75,0.875,0.606 +721017333,Existing Customer,42,F,4,Post-Graduate,Married,Less than $40K,Blue,36,4,2,3,3188.0,2002,1186.0,0.825,4606,83,0.804,0.628 +720952608,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,29,6,1,2,2288.0,1505,783.0,0.788,4396,68,0.659,0.658 +712886733,Existing Customer,44,F,1,Graduate,Unknown,Less than $40K,Blue,32,3,3,3,1780.0,1338,442.0,0.966,4268,87,0.673,0.752 +810545733,Existing Customer,47,F,2,College,Married,Unknown,Blue,42,3,3,3,2373.0,1480,893.0,0.631,4228,63,0.658,0.624 +822132858,Attrited Customer,41,M,4,Uneducated,Married,$80K - $120K,Blue,37,1,2,2,23250.0,0,23250.0,0.564,2205,43,0.654,0.0 +713526258,Attrited Customer,47,M,3,Uneducated,Single,$120K +,Blue,36,3,3,4,34516.0,0,34516.0,0.517,2020,33,0.375,0.0 +712877733,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,42,6,3,3,12882.0,1402,11480.0,0.783,4407,84,0.647,0.109 +713339283,Existing Customer,54,M,3,Unknown,Married,$60K - $80K,Blue,39,4,3,4,6348.0,798,5550.0,1.042,4135,71,0.972,0.126 +720473433,Existing Customer,59,F,1,Graduate,Unknown,Less than $40K,Blue,36,5,1,3,2621.0,2486,135.0,0.755,4955,78,0.733,0.948 +780584658,Attrited Customer,33,F,2,Uneducated,Unknown,$40K - $60K,Blue,22,4,2,2,1843.0,1293,550.0,0.349,2077,61,0.694,0.702 +711824358,Existing Customer,44,F,4,College,Single,Less than $40K,Blue,31,3,3,2,3228.0,0,3228.0,0.747,4524,70,0.667,0.0 +789990333,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,35,5,2,2,2303.0,722,1581.0,0.807,4469,80,0.778,0.314 +721332033,Existing Customer,42,M,2,Unknown,Single,$80K - $120K,Blue,30,4,2,1,29195.0,892,28303.0,0.565,4411,67,0.763,0.031 +709612983,Attrited Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,5,2,4,2990.0,1828,1162.0,0.488,2265,41,0.414,0.611 +771058908,Existing Customer,55,F,3,High School,Single,$40K - $60K,Blue,42,3,3,2,2873.0,2455,418.0,1.0,4563,72,0.756,0.855 +715471833,Existing Customer,50,M,0,Post-Graduate,Married,$80K - $120K,Blue,36,5,1,3,28253.0,0,28253.0,0.479,4525,67,0.763,0.0 +711781233,Existing Customer,53,F,3,Graduate,Married,Unknown,Blue,45,6,1,3,1882.0,0,1882.0,0.8,5221,87,0.891,0.0 +713947908,Existing Customer,33,M,2,High School,Married,$80K - $120K,Blue,23,6,2,2,1630.0,0,1630.0,0.605,4426,91,0.784,0.0 +709741608,Existing Customer,51,M,2,Unknown,Single,$80K - $120K,Blue,36,3,1,2,4546.0,0,4546.0,0.651,3739,53,0.963,0.0 +709333608,Existing Customer,58,F,2,High School,Single,Unknown,Blue,46,6,2,2,2395.0,1345,1050.0,0.811,4983,84,0.867,0.562 +709688883,Attrited Customer,45,M,3,High School,Unknown,$80K - $120K,Blue,36,4,3,2,3845.0,0,3845.0,0.595,2174,39,0.393,0.0 +716269308,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,36,4,2,2,2836.0,1362,1474.0,0.661,4192,90,0.731,0.48 +708692583,Attrited Customer,44,F,2,High School,Single,Less than $40K,Blue,31,3,3,3,1506.0,168,1338.0,0.671,2312,44,0.467,0.112 +709892658,Existing Customer,48,F,5,Graduate,Single,Less than $40K,Blue,38,5,3,2,1605.0,1300,305.0,0.95,4495,67,0.718,0.81 +713815383,Attrited Customer,53,M,1,High School,Single,$80K - $120K,Blue,36,3,2,2,11778.0,0,11778.0,0.603,2147,44,0.375,0.0 +710183283,Existing Customer,55,F,1,High School,Married,Less than $40K,Blue,36,5,1,1,2747.0,0,2747.0,0.834,5032,84,0.68,0.0 +711937158,Existing Customer,49,M,3,College,Married,$60K - $80K,Blue,39,5,3,3,2501.0,0,2501.0,0.832,4837,87,0.74,0.0 +771486933,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,52,5,3,2,2563.0,2242,321.0,1.114,3942,84,0.826,0.875 +717450633,Attrited Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,36,3,2,4,1659.0,1544,115.0,0.408,1920,39,0.345,0.931 +718421808,Existing Customer,56,F,2,Uneducated,Married,Unknown,Blue,43,6,3,2,3068.0,1765,1303.0,0.853,4611,73,0.698,0.575 +716403633,Existing Customer,60,F,0,College,Divorced,Less than $40K,Blue,50,5,3,2,3426.0,1650,1776.0,0.622,4467,69,1.029,0.482 +717646983,Attrited Customer,59,F,1,Graduate,Single,Less than $40K,Blue,49,4,3,4,3214.0,424,2790.0,0.877,2720,53,0.71,0.132 +778837083,Attrited Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,31,3,3,3,12906.0,321,12585.0,0.76,2078,62,0.55,0.025 +768632958,Attrited Customer,59,F,1,Graduate,Single,Unknown,Blue,49,3,4,6,8708.0,1091,7617.0,0.904,2508,49,0.885,0.125 +715622508,Attrited Customer,52,M,2,Unknown,Married,$80K - $120K,Blue,41,6,4,3,7904.0,0,7904.0,0.712,2094,32,0.231,0.0 +708402333,Existing Customer,48,F,2,Doctorate,Divorced,Unknown,Blue,37,6,2,0,4549.0,1313,3236.0,0.777,4782,88,0.66,0.289 +708946008,Attrited Customer,46,F,3,College,Married,Less than $40K,Blue,36,5,2,2,1438.3,1214,224.3,0.783,2445,39,0.444,0.844 +715625658,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,36,3,1,3,4476.0,1492,2984.0,0.933,4603,87,0.706,0.333 +789599283,Existing Customer,44,F,3,College,Divorced,Unknown,Blue,38,5,3,2,2002.0,1448,554.0,0.734,3406,62,0.632,0.723 +708960858,Existing Customer,40,M,4,High School,Married,$80K - $120K,Blue,21,3,2,3,11502.0,2066,9436.0,0.889,4786,85,1.125,0.18 +814840833,Attrited Customer,44,M,4,Doctorate,Married,$120K +,Blue,39,4,3,2,7924.0,2517,5407.0,0.663,2393,37,0.682,0.318 +772082208,Existing Customer,39,M,1,Graduate,Single,$120K +,Blue,28,4,2,2,16199.0,0,16199.0,0.771,4254,82,0.673,0.0 +711597183,Existing Customer,43,M,2,Uneducated,Divorced,$80K - $120K,Blue,34,5,3,2,1452.0,0,1452.0,0.97,4571,72,0.846,0.0 +712110333,Attrited Customer,37,F,3,High School,Single,Unknown,Blue,18,4,1,3,2179.0,0,2179.0,0.725,2568,48,0.297,0.0 +718673358,Attrited Customer,35,M,3,Doctorate,Married,$80K - $120K,Blue,30,5,3,4,13590.0,1528,12062.0,0.728,2137,52,0.486,0.112 +712479633,Attrited Customer,31,F,1,Unknown,Single,Less than $40K,Blue,20,3,1,2,1695.0,0,1695.0,0.561,2428,43,0.593,0.0 +716108283,Existing Customer,53,F,4,Graduate,Married,Less than $40K,Blue,46,6,3,3,4430.0,1579,2851.0,0.836,4833,82,0.673,0.356 +779360808,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,35,3,3,3,2919.0,2032,887.0,0.654,4937,75,0.667,0.696 +716352033,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,3,3,3,2796.0,1035,1761.0,0.664,4869,78,0.857,0.37 +716643033,Attrited Customer,41,F,2,Graduate,Married,Less than $40K,Blue,31,3,3,3,2580.0,2137,443.0,1.056,2981,40,0.481,0.828 +711567333,Existing Customer,43,M,1,High School,Single,$60K - $80K,Blue,31,5,3,2,2834.0,1720,1114.0,0.62,4581,70,0.591,0.607 +788756133,Existing Customer,44,F,3,Unknown,Divorced,Less than $40K,Blue,24,4,1,2,2617.0,1508,1109.0,1.393,4400,60,0.818,0.576 +755437533,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,41,3,3,2,1522.0,1273,249.0,0.735,5005,77,0.674,0.836 +713573508,Attrited Customer,41,M,4,Graduate,Unknown,$40K - $60K,Silver,32,4,2,4,16509.0,425,16084.0,0.356,1740,43,0.387,0.026 +709430508,Attrited Customer,40,M,4,High School,Unknown,$40K - $60K,Blue,32,1,2,3,7316.0,1335,5981.0,0.563,1849,50,0.471,0.182 +710645583,Existing Customer,44,F,2,Uneducated,Single,Unknown,Blue,37,5,1,2,7627.0,1742,5885.0,0.771,4349,75,0.705,0.228 +714253983,Existing Customer,44,M,3,Unknown,Married,$40K - $60K,Blue,36,4,2,3,9465.0,0,9465.0,0.657,3675,59,1.107,0.0 +771566208,Existing Customer,48,M,3,College,Married,Less than $40K,Blue,36,3,1,2,8795.0,1318,7477.0,0.563,4681,74,0.682,0.15 +713314533,Attrited Customer,40,M,2,Unknown,Single,$60K - $80K,Blue,27,6,2,3,12283.0,0,12283.0,0.413,1993,41,0.323,0.0 +720725883,Existing Customer,34,F,2,College,Single,Less than $40K,Blue,20,5,2,3,2715.0,1503,1212.0,0.704,4177,68,0.659,0.554 +708539583,Existing Customer,44,F,3,Unknown,Married,Unknown,Blue,25,6,1,3,19897.0,2232,17665.0,0.672,3979,63,0.5,0.112 +716747283,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,36,5,2,2,2097.0,1224,873.0,0.819,5059,79,0.681,0.584 +787519683,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,30,3,2,2,3028.0,2270,758.0,0.804,4727,78,0.66,0.75 +721044333,Existing Customer,34,F,2,College,Single,Less than $40K,Blue,22,5,2,0,1695.0,761,934.0,0.797,4905,91,0.75,0.449 +713679633,Attrited Customer,41,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,5,1438.3,0,1438.3,0.305,1813,51,0.759,0.0 +711126483,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,28,4,3,3,1438.3,599,839.3,0.897,5136,76,0.9,0.416 +814191333,Attrited Customer,55,M,2,Unknown,Divorced,$120K +,Blue,50,5,4,3,24250.0,278,23972.0,0.647,2153,41,0.577,0.011 +715040208,Existing Customer,49,F,2,Graduate,Single,Unknown,Blue,38,6,3,3,5076.0,871,4205.0,0.693,4115,72,0.6,0.172 +710769258,Existing Customer,40,F,2,Graduate,Single,Unknown,Blue,27,4,2,3,4438.0,1513,2925.0,0.807,3895,75,0.829,0.341 +715227633,Existing Customer,36,F,3,College,Single,Less than $40K,Blue,36,5,2,3,1964.0,0,1964.0,0.776,4240,60,0.622,0.0 +708635058,Existing Customer,53,F,0,High School,Single,Less than $40K,Blue,44,4,1,1,1904.0,886,1018.0,0.695,4798,85,0.809,0.465 +709051533,Existing Customer,46,F,1,Graduate,Married,$40K - $60K,Blue,26,6,3,0,2933.0,1569,1364.0,0.648,4956,92,0.673,0.535 +718940208,Existing Customer,55,F,0,Graduate,Single,Unknown,Blue,44,6,1,3,18202.0,1841,16361.0,0.76,3551,68,0.7,0.101 +712361583,Existing Customer,47,M,5,Graduate,Married,$80K - $120K,Silver,36,3,3,1,34516.0,760,33756.0,0.407,3756,67,0.558,0.022 +708390633,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,44,5,5,3,2421.0,2312,109.0,0.674,4219,69,0.605,0.955 +720281508,Existing Customer,44,F,2,Doctorate,Divorced,Less than $40K,Blue,34,3,1,2,2406.0,1491,915.0,0.606,4625,91,0.685,0.62 +720885558,Existing Customer,51,F,2,High School,Single,$40K - $60K,Blue,37,5,1,1,2621.0,2426,195.0,0.727,4885,74,1.114,0.926 +709781208,Existing Customer,34,F,0,Unknown,Married,Less than $40K,Blue,26,5,3,1,2291.0,0,2291.0,0.892,5409,82,0.822,0.0 +710086308,Existing Customer,46,F,4,High School,Unknown,$40K - $60K,Blue,38,6,2,0,3645.0,1179,2466.0,0.559,4680,87,0.933,0.323 +713282733,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,24,4,3,1,3375.0,1730,1645.0,0.514,4341,64,0.684,0.513 +815812683,Existing Customer,47,M,3,Unknown,Single,$120K +,Blue,42,5,3,2,8856.0,1433,7423.0,0.811,5072,77,0.711,0.162 +708204033,Existing Customer,36,F,5,Unknown,Single,Less than $40K,Blue,24,3,1,1,2980.0,2093,887.0,0.522,4132,70,0.667,0.702 +720040158,Existing Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,17656.0,0,17656.0,0.727,4633,71,0.868,0.0 +755996583,Attrited Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,50,5,0,3,2475.0,0,2475.0,0.823,2574,43,0.654,0.0 +711359058,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,33,3,2,2,3942.0,1711,2231.0,0.61,4622,71,0.614,0.434 +714064908,Existing Customer,57,F,1,Graduate,Single,Less than $40K,Blue,36,4,2,3,1771.0,1289,482.0,0.911,4813,84,0.867,0.728 +717074283,Attrited Customer,45,F,3,Graduate,Divorced,Unknown,Blue,37,5,2,6,17678.0,0,17678.0,0.788,2566,49,0.815,0.0 +765847383,Existing Customer,50,M,1,Graduate,Married,$120K +,Blue,43,4,5,3,20958.0,0,20958.0,0.769,4425,78,0.696,0.0 +789531633,Existing Customer,53,F,4,Graduate,Single,Less than $40K,Blue,46,4,1,2,4117.0,777,3340.0,0.592,5218,88,0.6,0.189 +820593033,Existing Customer,43,F,2,Graduate,Single,$40K - $60K,Silver,39,3,1,2,18524.0,1736,16788.0,0.762,4496,64,0.882,0.094 +710078358,Existing Customer,36,M,4,Post-Graduate,Married,Less than $40K,Blue,26,5,1,1,2222.0,1291,931.0,0.988,4095,88,0.63,0.581 +715025208,Existing Customer,56,F,2,College,Married,Less than $40K,Blue,46,5,3,3,3119.0,1778,1341.0,1.01,4168,63,0.853,0.57 +709596783,Existing Customer,46,M,3,College,Married,$40K - $60K,Blue,34,5,1,2,1611.0,0,1611.0,0.731,4444,78,0.857,0.0 +715960308,Attrited Customer,53,F,1,Graduate,Divorced,Less than $40K,Blue,44,3,3,3,4090.0,2517,1573.0,0.562,2016,49,0.69,0.615 +716653758,Existing Customer,55,M,0,Unknown,Single,$60K - $80K,Blue,36,3,3,3,1467.0,0,1467.0,0.739,4226,74,0.85,0.0 +787268733,Existing Customer,52,F,1,Graduate,Married,$40K - $60K,Blue,46,5,1,2,2442.0,1507,935.0,0.631,4535,85,0.809,0.617 +789923058,Attrited Customer,53,F,1,High School,Married,$40K - $60K,Blue,44,3,3,3,1816.0,0,1816.0,0.884,2474,44,0.692,0.0 +771079833,Existing Customer,40,F,3,High School,Single,Less than $40K,Blue,27,3,3,3,1438.3,0,1438.3,0.845,4332,78,0.696,0.0 +710507733,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,35,3,3,1,14958.0,1644,13314.0,0.686,4038,68,0.511,0.11 +779269158,Attrited Customer,43,F,2,Graduate,Married,Unknown,Blue,25,4,2,4,21961.0,0,21961.0,0.653,2237,39,0.393,0.0 +711627558,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,30,5,1,2,1625.0,912,713.0,0.877,3968,73,0.698,0.561 +710536983,Existing Customer,49,F,0,Post-Graduate,Married,Less than $40K,Blue,36,6,3,3,3007.0,2517,490.0,0.853,4423,67,0.675,0.837 +712237458,Existing Customer,47,M,3,Unknown,Married,$120K +,Blue,28,3,2,2,11629.0,802,10827.0,0.912,3752,78,0.902,0.069 +778289883,Attrited Customer,42,F,2,Graduate,Unknown,Less than $40K,Blue,32,3,3,3,1507.0,0,1507.0,0.806,2528,41,0.64,0.0 +714154533,Existing Customer,45,F,3,High School,Single,Unknown,Blue,36,6,1,2,3111.0,1994,1117.0,0.753,4478,56,0.697,0.641 +803657133,Existing Customer,60,M,1,Graduate,Single,$40K - $60K,Blue,54,6,3,3,1848.0,1408,440.0,0.779,4757,75,0.923,0.762 +769053033,Attrited Customer,44,F,1,Graduate,Single,$40K - $60K,Blue,38,3,2,5,4142.0,2517,1625.0,0.809,2104,44,0.833,0.608 +713613258,Existing Customer,46,M,4,High School,Single,$80K - $120K,Blue,36,6,1,2,1438.3,0,1438.3,0.746,4461,71,0.821,0.0 +768544833,Existing Customer,45,F,4,Uneducated,Single,Less than $40K,Blue,39,6,2,3,2202.0,1414,788.0,0.593,4531,77,0.54,0.642 +720782658,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Blue,36,4,2,3,3591.0,1749,1842.0,0.733,5079,80,0.905,0.487 +768162108,Attrited Customer,49,M,3,College,Married,$120K +,Blue,43,5,3,3,4781.0,0,4781.0,0.788,2451,50,0.667,0.0 +710511858,Existing Customer,58,F,0,Unknown,Married,Less than $40K,Blue,36,3,3,3,3832.0,1439,2393.0,0.851,4741,88,0.76,0.376 +714516033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,44,4,2,0,9025.0,1005,8020.0,0.568,4412,87,0.706,0.111 +788630958,Existing Customer,44,M,2,Uneducated,Single,$40K - $60K,Blue,28,3,1,2,11627.0,0,11627.0,0.638,3264,67,0.396,0.0 +717646008,Existing Customer,61,F,1,College,Married,Unknown,Blue,46,6,2,2,5686.0,0,5686.0,1.027,4338,67,0.675,0.0 +712290258,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,40,5,1,3,2636.0,1840,796.0,0.844,4056,67,0.811,0.698 +716292033,Existing Customer,37,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,1438.3,0,1438.3,0.568,4815,84,0.787,0.0 +780372408,Existing Customer,43,F,5,High School,Single,Less than $40K,Blue,33,6,2,2,4976.0,866,4110.0,0.985,4317,69,0.568,0.174 +720853158,Existing Customer,38,F,3,High School,Single,Unknown,Blue,24,6,3,3,13951.0,1607,12344.0,0.932,4576,70,0.591,0.115 +823507833,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,40,4,3,2,14370.0,945,13425.0,0.557,4510,79,0.646,0.066 +711111633,Existing Customer,60,M,1,High School,Single,$40K - $60K,Silver,49,5,2,2,21681.0,0,21681.0,0.704,3844,75,1.083,0.0 +709904508,Existing Customer,59,F,0,Post-Graduate,Single,$40K - $60K,Blue,40,5,3,3,2634.0,1644,990.0,1.092,4190,71,0.732,0.624 +712022883,Existing Customer,37,F,2,High School,Single,$40K - $60K,Blue,27,4,1,2,2204.0,919,1285.0,0.712,4555,82,1.0,0.417 +712173108,Existing Customer,48,F,1,Unknown,Unknown,$40K - $60K,Blue,36,3,1,3,2447.0,1991,456.0,0.719,4228,82,0.708,0.814 +714156633,Existing Customer,60,F,0,Unknown,Single,Unknown,Blue,36,3,3,2,3068.0,0,3068.0,0.897,4533,79,0.795,0.0 +714581358,Attrited Customer,48,F,3,Graduate,Single,Less than $40K,Blue,43,3,3,4,1502.0,0,1502.0,0.529,2204,36,0.44,0.0 +713256033,Existing Customer,39,F,3,Uneducated,Single,Unknown,Blue,25,5,3,3,4181.0,1604,2577.0,0.659,3955,74,0.574,0.384 +825831933,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,48,4,2,2,3136.0,1103,2033.0,0.812,4528,81,0.884,0.352 +720274158,Existing Customer,42,F,4,High School,Married,Less than $40K,Blue,35,4,2,2,4478.0,1700,2778.0,0.655,3879,76,1.235,0.38 +772394883,Attrited Customer,60,F,1,Uneducated,Single,Unknown,Blue,50,3,6,3,7359.0,0,7359.0,0.768,2869,43,0.433,0.0 +794253108,Existing Customer,52,M,4,Graduate,Single,$40K - $60K,Blue,46,3,3,2,13090.0,0,13090.0,0.75,3851,78,1.0,0.0 +720899883,Existing Customer,44,F,1,High School,Married,$40K - $60K,Blue,35,6,2,2,6849.0,0,6849.0,0.736,3770,82,0.864,0.0 +714313608,Existing Customer,36,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,0,4228.0,1886,2342.0,1.076,4356,74,0.682,0.446 +716602683,Existing Customer,49,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,2,5678.0,2082,3596.0,0.83,5092,70,0.707,0.367 +715928808,Existing Customer,42,F,2,High School,Married,Less than $40K,Blue,31,3,5,2,3964.0,1218,2746.0,0.593,4580,75,1.419,0.307 +771899433,Attrited Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,37,5,2,4,7970.0,2434,5536.0,0.406,1263,27,0.35,0.305 +714771708,Existing Customer,36,F,0,College,Unknown,Unknown,Blue,26,5,3,3,4692.0,0,4692.0,0.837,4281,69,0.643,0.0 +709711758,Attrited Customer,45,F,3,Uneducated,Divorced,Less than $40K,Blue,32,3,2,2,1942.0,0,1942.0,0.366,1853,31,0.107,0.0 +721137558,Attrited Customer,40,M,4,Graduate,Divorced,$40K - $60K,Blue,28,1,2,3,5821.0,894,4927.0,0.461,2011,42,0.273,0.154 +820268358,Existing Customer,48,F,4,Post-Graduate,Unknown,Less than $40K,Blue,43,4,1,3,2357.0,1462,895.0,0.734,4534,75,1.027,0.62 +709273383,Existing Customer,54,F,0,Unknown,Married,Unknown,Blue,36,3,1,2,8294.0,696,7598.0,0.806,4136,77,1.2,0.084 +822959133,Existing Customer,32,F,3,Post-Graduate,Married,$40K - $60K,Blue,26,4,3,3,3174.0,2084,1090.0,0.636,4508,83,1.075,0.657 +720491958,Existing Customer,34,F,3,Uneducated,Single,Less than $40K,Blue,36,4,3,3,1438.3,0,1438.3,0.734,4302,74,0.762,0.0 +713607108,Existing Customer,46,F,2,College,Divorced,Less than $40K,Blue,31,6,1,2,1852.0,1428,424.0,0.795,4486,61,0.848,0.771 +709729533,Attrited Customer,47,M,3,Uneducated,Single,$40K - $60K,Blue,39,4,3,1,1809.0,457,1352.0,0.703,2169,49,0.485,0.253 +717890583,Existing Customer,48,F,1,Graduate,Divorced,$40K - $60K,Blue,38,4,1,2,3503.0,1572,1931.0,0.866,4671,93,0.632,0.449 +718384233,Existing Customer,52,M,5,Doctorate,Single,$40K - $60K,Silver,39,4,2,2,17835.0,868,16967.0,0.723,4258,58,0.657,0.049 +713401758,Existing Customer,45,M,2,Uneducated,Married,$120K +,Blue,36,6,2,3,3383.0,1458,1925.0,0.678,4897,75,0.562,0.431 +773257233,Existing Customer,46,F,4,Unknown,Single,Less than $40K,Blue,39,4,2,3,7128.0,1457,5671.0,0.553,3534,70,0.591,0.204 +713556033,Existing Customer,36,F,1,Graduate,Married,Less than $40K,Blue,22,5,2,3,1438.3,790,648.3,0.615,3959,59,0.735,0.549 +719265108,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,33,6,3,2,3815.0,1190,2625.0,0.852,4430,94,0.741,0.312 +778740708,Existing Customer,39,F,3,Graduate,Married,Less than $40K,Blue,27,3,3,2,1902.0,962,940.0,0.534,4203,69,0.725,0.506 +710952933,Existing Customer,43,F,1,Uneducated,Divorced,Less than $40K,Blue,36,5,2,3,2077.0,1254,823.0,0.821,4226,75,1.143,0.604 +720991833,Attrited Customer,48,F,2,Doctorate,Married,Less than $40K,Blue,36,4,3,4,2514.0,2090,424.0,0.842,2603,53,0.606,0.831 +779954658,Existing Customer,56,M,4,High School,Single,$80K - $120K,Blue,40,4,3,3,34516.0,0,34516.0,0.846,4714,82,0.745,0.0 +714204108,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,38,3,3,0,2144.0,1492,652.0,0.96,3859,55,0.571,0.696 +805546308,Existing Customer,65,F,0,High School,Single,Less than $40K,Blue,56,3,3,2,5951.0,2517,3434.0,0.787,4554,83,0.694,0.423 +716244933,Existing Customer,54,F,3,High School,Divorced,Unknown,Blue,36,3,5,3,4806.0,0,4806.0,0.827,4674,87,0.74,0.0 +712018233,Existing Customer,42,F,3,Graduate,Single,Unknown,Blue,34,3,3,3,16612.0,2517,14095.0,0.602,4697,94,0.808,0.152 +802878408,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,47,6,2,2,2799.0,0,2799.0,0.689,4116,88,0.571,0.0 +719504433,Existing Customer,63,M,0,Unknown,Single,$40K - $60K,Silver,54,4,3,3,18064.0,1695,16369.0,0.838,3434,71,0.479,0.094 +794558658,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,34,3,1,3,2560.0,1430,1130.0,0.766,4783,86,0.792,0.559 +711634008,Existing Customer,42,F,3,Uneducated,Married,Less than $40K,Blue,36,6,2,2,5821.0,0,5821.0,0.859,4591,70,1.188,0.0 +708260208,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,4,3,2,2057.0,1279,778.0,0.562,4321,76,0.689,0.622 +713435058,Existing Customer,49,F,5,High School,Divorced,Less than $40K,Blue,42,5,2,3,1972.0,1489,483.0,0.69,4715,66,0.65,0.755 +719656533,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,6,2,3,2675.0,0,2675.0,0.7,4149,79,0.717,0.0 +719709558,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,33,3,1,2,6223.0,2126,4097.0,0.681,4518,79,0.795,0.342 +710311233,Existing Customer,44,F,4,High School,Single,Unknown,Blue,37,3,3,3,7632.0,0,7632.0,0.557,4498,86,0.623,0.0 +719216508,Existing Customer,55,F,1,Unknown,Unknown,Less than $40K,Blue,36,5,2,1,3258.0,2517,741.0,0.985,4960,77,0.75,0.773 +713105508,Existing Customer,46,M,3,High School,Single,$60K - $80K,Silver,29,4,3,3,34516.0,2040,32476.0,0.764,3754,53,1.038,0.059 +710719683,Existing Customer,49,F,1,High School,Divorced,$40K - $60K,Blue,43,3,3,2,3054.0,845,2209.0,0.731,4460,88,0.692,0.277 +817892208,Existing Customer,35,F,2,Doctorate,Single,Less than $40K,Blue,30,5,1,1,1438.3,0,1438.3,1.126,4006,72,0.946,0.0 +714102183,Attrited Customer,50,M,3,Uneducated,Single,$120K +,Blue,36,1,2,3,7970.0,2282,5688.0,0.28,1872,41,0.206,0.286 +715410783,Attrited Customer,55,F,1,Unknown,Single,Less than $40K,Blue,36,5,2,3,1836.0,572,1264.0,0.758,2400,34,0.789,0.312 +718202658,Existing Customer,47,M,3,Graduate,Unknown,$120K +,Blue,36,3,2,3,9397.0,795,8602.0,0.749,5265,98,0.581,0.085 +719445633,Existing Customer,60,F,0,Uneducated,Married,Less than $40K,Blue,36,4,2,3,1601.0,0,1601.0,0.829,4919,69,1.091,0.0 +709820658,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,36,3,2,3,34516.0,1170,33346.0,0.678,3785,64,0.6,0.034 +718481283,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,43,5,1,3,1822.0,1114,708.0,0.539,5210,73,0.553,0.611 +789300408,Existing Customer,41,M,4,High School,Married,Less than $40K,Blue,30,3,2,2,1614.0,700,914.0,0.842,4293,87,0.812,0.434 +711970533,Existing Customer,54,F,4,Unknown,Married,Less than $40K,Blue,41,3,2,0,1491.0,1349,142.0,0.756,4365,71,0.732,0.905 +815088483,Existing Customer,28,F,1,Graduate,Divorced,Less than $40K,Blue,23,4,1,3,2543.0,1156,1387.0,0.641,3864,64,0.684,0.455 +717139608,Existing Customer,50,F,2,College,Divorced,Less than $40K,Blue,36,3,2,3,3462.0,1817,1645.0,0.717,4635,65,0.711,0.525 +717626508,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,3,3,1,1699.0,0,1699.0,0.653,5495,87,0.642,0.0 +767668908,Attrited Customer,46,F,3,Graduate,Married,Unknown,Blue,40,3,4,3,13095.0,1836,11259.0,0.432,1552,32,0.185,0.14 +712484733,Existing Customer,47,M,5,Unknown,Single,$60K - $80K,Blue,32,6,2,3,8823.0,2517,6306.0,0.812,4674,85,0.848,0.285 +716216958,Existing Customer,48,M,1,Uneducated,Married,$60K - $80K,Blue,42,6,1,1,4429.0,883,3546.0,0.688,4386,63,0.537,0.199 +714246333,Attrited Customer,58,F,4,High School,Married,Unknown,Blue,48,1,4,3,5396.0,1803,3593.0,0.493,2107,39,0.393,0.334 +718693683,Existing Customer,65,F,0,High School,Single,$40K - $60K,Blue,53,4,1,3,2418.0,2205,213.0,0.84,3918,74,0.51,0.912 +716298633,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,47,5,2,3,2086.0,1792,294.0,0.859,5774,84,0.909,0.859 +755661933,Attrited Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,41,5,3,3,1899.0,671,1228.0,0.736,2434,45,0.406,0.353 +712914783,Existing Customer,43,M,5,Graduate,Single,$40K - $60K,Blue,31,4,1,2,7564.0,0,7564.0,0.61,4743,82,0.822,0.0 +711240108,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Blue,31,3,2,2,13116.0,1225,11891.0,0.735,4800,61,0.605,0.093 +721396758,Existing Customer,35,F,4,Doctorate,Married,Less than $40K,Blue,36,3,1,3,1438.3,606,832.3,0.692,5062,80,0.818,0.421 +715636533,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,36,4,1,2,3716.0,0,3716.0,0.886,4833,73,0.521,0.0 +711508608,Existing Customer,50,F,1,Unknown,Married,Less than $40K,Blue,36,3,5,3,3069.0,1482,1587.0,0.663,4351,74,0.721,0.483 +716669658,Attrited Customer,51,F,1,High School,Single,Less than $40K,Blue,33,6,3,3,2006.0,1608,398.0,1.043,2760,38,0.652,0.802 +718212633,Existing Customer,45,F,4,High School,Married,$40K - $60K,Blue,36,5,2,1,2948.0,2232,716.0,0.858,3635,79,0.58,0.757 +708357183,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,38,4,2,3,1438.3,0,1438.3,1.001,3511,64,0.882,0.0 +713629533,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,3,1438.3,670,768.3,0.909,4321,83,0.804,0.466 +771450708,Existing Customer,58,F,3,Graduate,Married,$40K - $60K,Blue,46,5,3,1,4669.0,1913,2756.0,0.591,4363,73,0.973,0.41 +711311883,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Silver,35,5,2,2,13994.0,0,13994.0,0.57,3299,63,0.853,0.0 +802673508,Attrited Customer,57,M,2,Graduate,Single,$120K +,Blue,51,3,5,3,8760.0,0,8760.0,0.726,2460,39,0.56,0.0 +708113208,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,36,3,2,2,1688.0,0,1688.0,0.641,4375,69,0.605,0.0 +788786208,Existing Customer,46,F,2,College,Married,Unknown,Blue,27,6,3,3,9881.0,1794,8087.0,0.582,4725,85,0.735,0.182 +720043533,Existing Customer,39,M,4,Graduate,Single,$60K - $80K,Blue,26,6,2,0,4534.0,917,3617.0,0.84,4211,66,0.61,0.202 +801083133,Existing Customer,57,F,4,Uneducated,Single,Less than $40K,Blue,51,5,3,3,3545.0,1446,2099.0,0.638,3691,69,0.917,0.408 +716246733,Existing Customer,57,F,2,College,Single,Less than $40K,Blue,49,4,2,2,1857.0,1528,329.0,0.698,4681,71,0.868,0.823 +807157833,Existing Customer,56,F,4,Uneducated,Single,Unknown,Blue,51,5,1,1,3334.0,1272,2062.0,1.12,4284,73,0.587,0.382 +721032633,Attrited Customer,55,F,3,Unknown,Single,$40K - $60K,Blue,32,5,3,4,2496.0,1999,497.0,0.724,2590,50,0.667,0.801 +828285858,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,37,3,1,2,1438.3,765,673.3,0.644,4053,66,0.692,0.532 +718890933,Attrited Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,27,3,2,2,1438.3,0,1438.3,0.68,2429,38,0.652,0.0 +711148308,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,46,4,2,2,9357.0,1285,8072.0,0.694,4173,77,0.711,0.137 +712810233,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,36,3,2,3,2423.0,1674,749.0,0.644,4258,80,0.538,0.691 +714098883,Existing Customer,45,F,1,Graduate,Single,$40K - $60K,Blue,36,5,2,2,1936.0,1613,323.0,0.841,4773,80,0.818,0.833 +779327733,Existing Customer,43,M,1,Graduate,Divorced,$60K - $80K,Blue,25,4,3,3,1783.0,1014,769.0,0.956,3861,81,0.558,0.569 +716364408,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,36,4,1,2,1438.3,0,1438.3,0.622,4155,62,0.632,0.0 +710461083,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,46,4,1,3,1438.3,0,1438.3,0.622,4333,84,0.826,0.0 +709306983,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Silver,36,6,3,2,10580.0,1023,9557.0,0.907,4721,81,0.8,0.097 +769035933,Existing Customer,54,F,2,Unknown,Single,Less than $40K,Blue,48,5,3,2,4597.0,1316,3281.0,0.646,3507,68,0.511,0.286 +813182658,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,44,4,2,3,1656.0,929,727.0,0.898,4408,79,0.681,0.561 +781110408,Existing Customer,39,F,0,High School,Single,Less than $40K,Blue,23,5,3,2,3279.0,0,3279.0,0.765,5048,75,0.923,0.0 +818007783,Existing Customer,49,F,3,College,Married,$40K - $60K,Blue,44,6,2,3,2578.0,1590,988.0,0.657,4683,89,0.618,0.617 +708862233,Existing Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,30,3,3,3,4068.0,0,4068.0,1.121,5161,83,0.766,0.0 +714006333,Attrited Customer,42,F,4,Graduate,Married,Less than $40K,Blue,36,5,2,3,2128.0,528,1600.0,0.525,2289,41,0.414,0.248 +770596458,Attrited Customer,45,F,2,Doctorate,Married,Less than $40K,Blue,31,4,3,4,2704.0,2262,442.0,0.87,2362,39,0.444,0.837 +789392883,Existing Customer,38,F,3,Post-Graduate,Unknown,Less than $40K,Blue,29,4,1,0,1878.0,1247,631.0,0.67,4650,71,0.614,0.664 +803805483,Existing Customer,46,F,3,College,Married,Unknown,Blue,40,3,3,3,10600.0,0,10600.0,0.777,4697,67,0.523,0.0 +709534083,Attrited Customer,58,F,0,Uneducated,Divorced,Less than $40K,Blue,36,3,2,6,9909.0,0,9909.0,0.466,1844,41,0.64,0.0 +710579583,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,50,3,2,3,1665.0,983,682.0,0.889,4420,86,0.72,0.59 +708949908,Attrited Customer,50,M,1,Graduate,Divorced,$120K +,Blue,42,1,3,2,1656.0,0,1656.0,0.626,2073,44,0.833,0.0 +711907083,Existing Customer,53,M,1,High School,Unknown,$80K - $120K,Blue,36,3,3,4,14111.0,1034,13077.0,0.505,2950,64,0.684,0.073 +718696458,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,42,4,2,3,2012.0,1230,782.0,0.668,3822,68,0.659,0.611 +710611683,Existing Customer,43,F,2,Post-Graduate,Married,Less than $40K,Blue,31,6,1,1,2837.0,1807,1030.0,0.609,4279,83,0.627,0.637 +721511883,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,2,1709.0,0,1709.0,0.685,4981,79,0.975,0.0 +779116158,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,31,5,2,1,5714.0,868,4846.0,0.636,4331,85,0.7,0.152 +720193533,Existing Customer,41,M,3,Unknown,Married,$60K - $80K,Blue,32,4,1,3,5071.0,1043,4028.0,0.667,3358,62,0.722,0.206 +753094533,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,44,3,3,3,24028.0,0,24028.0,0.496,3531,73,0.738,0.0 +719545983,Existing Customer,31,F,2,Post-Graduate,Unknown,Unknown,Blue,13,5,3,3,13882.0,0,13882.0,0.87,4798,82,0.822,0.0 +716494383,Existing Customer,49,F,3,Graduate,Unknown,$40K - $60K,Blue,41,3,2,2,3585.0,931,2654.0,0.62,4399,78,0.733,0.26 +769892058,Existing Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,34,4,2,2,9124.0,2126,6998.0,0.449,4564,65,0.548,0.233 +709098108,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,35,4,2,2,2705.0,0,2705.0,0.736,4749,80,0.778,0.0 +715705683,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,36,4,3,2,1936.0,1101,835.0,0.984,4578,70,0.892,0.569 +715724808,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,41,5,2,3,8051.0,2138,5913.0,0.716,4370,83,0.886,0.266 +717123858,Existing Customer,36,F,1,Graduate,Married,$40K - $60K,Blue,36,5,1,3,3635.0,1617,2018.0,0.828,4045,62,1.067,0.445 +716236683,Existing Customer,46,F,1,High School,Married,Less than $40K,Blue,37,4,2,2,2532.0,1487,1045.0,0.581,4143,71,1.029,0.587 +771224358,Existing Customer,54,F,4,Unknown,Married,Less than $40K,Blue,41,3,1,3,2028.0,0,2028.0,0.823,4030,78,0.733,0.0 +779310033,Attrited Customer,42,F,4,Doctorate,Married,Less than $40K,Blue,24,3,2,3,4304.0,0,4304.0,0.183,1788,36,0.091,0.0 +710595783,Existing Customer,46,F,3,Graduate,Unknown,Unknown,Blue,39,4,1,2,6644.0,2082,4562.0,0.915,4659,76,0.854,0.313 +711409833,Existing Customer,45,F,5,Uneducated,Married,Less than $40K,Blue,33,3,1,3,1830.0,650,1180.0,0.724,4838,71,0.972,0.355 +721174008,Existing Customer,37,M,2,Uneducated,Married,$120K +,Blue,23,4,3,3,7607.0,2170,5437.0,0.377,4495,77,0.674,0.285 +714192933,Attrited Customer,55,F,3,Graduate,Single,Less than $40K,Blue,36,3,3,5,2060.0,0,2060.0,0.251,1976,44,0.257,0.0 +709632483,Existing Customer,49,F,2,High School,Single,Less than $40K,Blue,40,3,2,2,1438.3,906,532.3,0.541,4457,84,0.714,0.63 +718431258,Existing Customer,41,M,4,High School,Single,$60K - $80K,Blue,28,4,3,3,3126.0,1503,1623.0,0.892,3662,74,0.644,0.481 +817029108,Existing Customer,47,F,4,Post-Graduate,Single,$40K - $60K,Blue,27,4,6,3,6885.0,1611,5274.0,0.955,3804,67,0.861,0.234 +796931508,Attrited Customer,42,M,4,High School,Unknown,$60K - $80K,Blue,36,4,3,4,1871.0,0,1871.0,0.73,2593,48,0.548,0.0 +769577358,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,17,4,2,3,2787.0,1761,1026.0,0.67,4358,89,0.648,0.632 +815589558,Existing Customer,50,M,2,Post-Graduate,Married,$80K - $120K,Blue,45,6,3,2,1867.0,1478,389.0,0.727,4097,70,0.707,0.792 +714287583,Attrited Customer,41,F,3,Unknown,Married,Less than $40K,Blue,32,3,2,3,1438.3,0,1438.3,0.372,1852,38,0.31,0.0 +718975083,Attrited Customer,47,F,4,Graduate,Single,Less than $40K,Blue,40,6,4,3,2473.0,0,2473.0,0.547,2133,44,0.419,0.0 +715315008,Existing Customer,40,M,4,Post-Graduate,Single,$40K - $60K,Blue,30,6,3,2,4640.0,1555,3085.0,0.78,3870,70,0.707,0.335 +779252283,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,29,6,3,0,2712.0,2411,301.0,0.844,5201,82,0.907,0.889 +714031083,Attrited Customer,46,F,3,Graduate,Unknown,Unknown,Blue,30,3,2,1,8869.0,0,8869.0,0.413,1935,40,0.429,0.0 +772442883,Attrited Customer,51,F,4,Graduate,Married,Unknown,Blue,41,2,3,5,3853.0,696,3157.0,0.882,2443,38,0.583,0.181 +714533058,Existing Customer,53,F,3,College,Married,Less than $40K,Blue,43,4,2,3,1438.3,721,717.3,0.601,4606,86,0.955,0.501 +716570958,Attrited Customer,50,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,36,3,2,3,14409.0,511,13898.0,0.799,2351,39,0.3,0.035 +710116833,Attrited Customer,59,F,1,High School,Single,$40K - $60K,Blue,36,5,3,3,1665.0,0,1665.0,1.01,2748,40,0.333,0.0 +718586133,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,31,6,1,3,2639.0,0,2639.0,0.892,4892,85,0.771,0.0 +773322558,Existing Customer,59,F,2,High School,Married,Less than $40K,Blue,48,6,1,1,2338.0,1566,772.0,0.533,3964,69,0.5,0.67 +714554808,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,40,3,3,0,2774.0,1362,1412.0,0.866,4802,91,0.685,0.491 +717903108,Existing Customer,57,F,1,College,Single,Unknown,Blue,46,6,1,1,4283.0,488,3795.0,0.865,4689,65,0.477,0.114 +815908908,Attrited Customer,47,F,4,Uneducated,Single,Unknown,Blue,42,3,4,3,6263.0,2517,3746.0,0.857,2613,50,0.724,0.402 +771464808,Existing Customer,35,F,2,Graduate,Single,Less than $40K,Blue,23,6,3,3,2317.0,1301,1016.0,0.925,4161,71,1.219,0.562 +708234558,Existing Customer,55,F,2,College,Divorced,Less than $40K,Blue,43,5,2,1,2239.0,1340,899.0,0.658,4540,73,0.587,0.598 +715737258,Existing Customer,41,F,1,College,Married,Less than $40K,Blue,32,6,3,3,2225.0,0,2225.0,1.06,4917,84,0.75,0.0 +710188308,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,41,6,2,3,1519.0,1148,371.0,0.767,4927,73,0.738,0.756 +708670608,Existing Customer,48,F,5,Uneducated,Married,Unknown,Blue,36,4,2,3,5495.0,2200,3295.0,0.696,5125,85,0.771,0.4 +714839808,Existing Customer,51,F,3,Graduate,Married,Less than $40K,Blue,35,6,1,1,2141.0,1176,965.0,0.746,4317,64,0.778,0.549 +811140933,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,29,4,1,2,2616.0,1786,830.0,0.876,5219,63,0.75,0.683 +788937933,Existing Customer,39,F,3,Graduate,Divorced,Less than $40K,Blue,25,3,1,1,5494.0,1356,4138.0,0.463,3566,81,0.884,0.247 +721527858,Attrited Customer,52,F,3,High School,Married,Less than $40K,Blue,40,3,5,1,2003.0,1735,268.0,0.855,2343,42,0.355,0.866 +718265658,Existing Customer,47,F,4,Uneducated,Single,Less than $40K,Blue,36,3,1,2,2092.0,1499,593.0,0.811,4130,80,1.162,0.717 +714312708,Existing Customer,44,M,0,High School,Single,$60K - $80K,Blue,36,6,3,2,6606.0,2517,4089.0,0.825,4493,68,0.659,0.381 +715821183,Existing Customer,42,F,4,College,Married,Unknown,Blue,23,3,3,2,7102.0,0,7102.0,0.599,4083,68,0.744,0.0 +709487058,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Silver,36,6,2,3,13812.0,1132,12680.0,0.699,3723,56,0.867,0.082 +712675158,Existing Customer,56,M,1,Graduate,Single,$60K - $80K,Blue,36,5,3,2,7075.0,1676,5399.0,1.268,4160,75,0.667,0.237 +826473858,Existing Customer,44,M,1,College,Single,$40K - $60K,Blue,40,6,1,2,4274.0,1680,2594.0,0.78,4820,60,0.765,0.393 +817382958,Existing Customer,47,F,3,High School,Single,Less than $40K,Blue,31,5,1,3,2317.0,0,2317.0,0.57,4894,89,0.854,0.0 +712927383,Attrited Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,36,3,3,3,1438.3,642,796.3,0.405,1939,49,0.4,0.446 +712894308,Existing Customer,47,M,4,High School,Married,$80K - $120K,Blue,37,5,3,3,2888.0,0,2888.0,0.717,4345,75,0.786,0.0 +712349808,Existing Customer,44,F,4,College,Single,Unknown,Blue,34,4,1,2,12310.0,670,11640.0,0.801,4176,76,0.767,0.054 +778780008,Existing Customer,48,M,4,Unknown,Married,$60K - $80K,Blue,36,4,3,3,1622.0,1249,373.0,0.585,4164,66,0.61,0.77 +711430908,Attrited Customer,45,F,4,Graduate,Married,Less than $40K,Blue,34,3,2,1,1438.3,0,1438.3,0.685,2153,35,0.346,0.0 +779670783,Existing Customer,40,M,3,Unknown,Single,$80K - $120K,Blue,23,6,2,2,12559.0,0,12559.0,0.715,4700,71,0.511,0.0 +718757808,Existing Customer,56,F,1,Uneducated,Unknown,$40K - $60K,Blue,46,4,3,3,2929.0,1287,1642.0,0.497,3875,67,0.595,0.439 +779530908,Attrited Customer,48,F,3,Unknown,Divorced,Less than $40K,Blue,31,5,2,4,1438.3,0,1438.3,0.5,1897,58,0.706,0.0 +716389833,Existing Customer,50,F,1,Unknown,Single,Less than $40K,Blue,40,4,1,2,2319.0,1026,1293.0,0.521,4099,74,0.721,0.442 +718469658,Existing Customer,37,F,2,Uneducated,Married,Unknown,Blue,22,4,3,3,7927.0,996,6931.0,0.521,4094,85,0.771,0.126 +809849358,Attrited Customer,55,F,2,Graduate,Divorced,Less than $40K,Blue,50,2,6,3,1720.0,0,1720.0,0.707,2719,36,0.44,0.0 +719772258,Existing Customer,38,M,3,Unknown,Single,$80K - $120K,Blue,30,5,1,3,3642.0,724,2918.0,0.68,4517,79,0.837,0.199 +809363958,Existing Customer,49,F,3,High School,Married,$40K - $60K,Blue,44,5,1,2,3881.0,0,3881.0,0.601,4177,66,0.737,0.0 +709165533,Existing Customer,47,M,3,Doctorate,Unknown,$120K +,Blue,41,6,2,2,6143.0,1151,4992.0,0.866,4330,72,0.895,0.187 +809846283,Existing Customer,42,F,1,Unknown,Married,Less than $40K,Blue,37,3,3,0,1438.3,0,1438.3,0.72,4154,78,0.814,0.0 +708427908,Existing Customer,52,F,4,College,Unknown,Less than $40K,Blue,39,6,3,1,2035.0,1343,692.0,0.835,4643,86,0.686,0.66 +721228308,Attrited Customer,47,F,2,High School,Married,Less than $40K,Blue,39,5,3,3,3899.0,0,3899.0,0.718,2182,40,0.429,0.0 +713374533,Existing Customer,52,F,1,Unknown,Single,$40K - $60K,Blue,43,4,2,2,1981.0,1082,899.0,0.584,3913,90,0.731,0.546 +708708858,Attrited Customer,50,F,1,Graduate,Single,Less than $40K,Blue,36,1,3,4,2422.0,502,1920.0,0.997,2548,46,0.484,0.207 +721111233,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,43,6,3,3,11964.0,800,11164.0,0.954,4853,85,0.848,0.067 +708538608,Existing Customer,50,F,4,College,Married,Unknown,Blue,36,6,4,3,3862.0,0,3862.0,0.578,4058,81,0.723,0.0 +718866633,Existing Customer,46,M,2,College,Married,$80K - $120K,Blue,36,5,4,2,33142.0,0,33142.0,0.846,4347,63,0.575,0.0 +719100633,Existing Customer,40,M,2,High School,Single,$120K +,Silver,36,3,4,2,34516.0,1436,33080.0,0.688,3564,73,0.825,0.042 +789328083,Attrited Customer,42,F,4,High School,Married,Less than $40K,Blue,32,6,3,3,3454.0,0,3454.0,0.862,2826,39,0.625,0.0 +822905058,Existing Customer,29,F,2,Graduate,Married,Less than $40K,Blue,25,6,3,2,2732.0,1746,986.0,1.028,4702,85,0.771,0.639 +816549933,Existing Customer,50,M,4,High School,Divorced,$80K - $120K,Blue,45,4,2,2,1687.0,992,695.0,0.721,4342,82,0.783,0.588 +716421633,Attrited Customer,43,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,4,3523.0,0,3523.0,0.973,3174,44,0.222,0.0 +712667958,Existing Customer,40,M,4,Uneducated,Single,$120K +,Blue,36,4,3,2,5773.0,2024,3749.0,0.977,3732,71,0.972,0.351 +809559933,Attrited Customer,45,F,3,Graduate,Married,Unknown,Blue,40,3,5,3,4462.0,706,3756.0,0.886,2526,41,0.414,0.158 +819979458,Existing Customer,35,F,3,Doctorate,Married,Less than $40K,Blue,30,5,2,2,3976.0,1789,2187.0,0.931,4419,75,0.829,0.45 +708100533,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,36,3,3,3,2679.0,2277,402.0,0.736,4943,85,0.735,0.85 +778669608,Existing Customer,49,F,4,Unknown,Married,$40K - $60K,Blue,29,6,3,2,1564.0,0,1564.0,1.114,5172,78,0.733,0.0 +802867683,Existing Customer,53,F,2,High School,Single,$40K - $60K,Blue,47,5,2,3,1536.0,728,808.0,0.604,4133,78,0.529,0.474 +711893358,Existing Customer,46,M,5,High School,Married,$40K - $60K,Blue,37,6,2,1,2375.0,1196,1179.0,0.641,4087,66,0.833,0.504 +785410158,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,42,4,3,3,2719.0,0,2719.0,0.794,4172,65,0.97,0.0 +718596858,Existing Customer,53,F,4,Graduate,Divorced,$40K - $60K,Blue,45,5,3,1,3369.0,2424,945.0,0.825,5220,78,0.592,0.72 +708338958,Existing Customer,58,F,1,Graduate,Single,Less than $40K,Blue,36,5,1,1,3173.0,1713,1460.0,0.609,3797,75,0.786,0.54 +714688833,Existing Customer,47,F,2,High School,Unknown,Less than $40K,Blue,36,4,2,2,3139.0,0,3139.0,0.728,4892,95,0.827,0.0 +789662283,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,33,3,3,4,2140.0,0,2140.0,0.765,2915,50,0.316,0.0 +712805658,Existing Customer,56,F,3,Uneducated,Single,Less than $40K,Blue,46,4,3,2,2258.0,0,2258.0,0.617,4803,72,0.714,0.0 +815598858,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,43,5,1,1,2423.0,1779,644.0,0.503,4035,74,0.805,0.734 +779412783,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,37,4,3,3,2376.0,1969,407.0,0.788,4301,79,1.026,0.829 +780036483,Existing Customer,38,M,1,Graduate,Single,Less than $40K,Blue,28,4,5,2,1690.0,1459,231.0,0.667,3928,69,0.643,0.863 +711527508,Attrited Customer,46,F,3,High School,Married,$40K - $60K,Blue,34,2,3,2,8583.0,0,8583.0,0.358,1794,31,0.292,0.0 +720768258,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,34,5,2,1,2996.0,2147,849.0,0.503,4724,66,0.737,0.717 +716023533,Existing Customer,49,F,1,Post-Graduate,Single,Unknown,Blue,39,6,3,2,2880.0,1996,884.0,0.719,4334,81,0.884,0.693 +714075708,Existing Customer,48,M,4,Uneducated,Divorced,$80K - $120K,Gold,38,4,3,1,34516.0,1426,33090.0,0.621,4814,71,0.69,0.041 +787475433,Existing Customer,36,F,2,Doctorate,Single,Unknown,Blue,23,5,2,3,6966.0,905,6061.0,0.755,4855,69,0.5,0.13 +787505133,Attrited Customer,36,M,3,College,Married,$120K +,Blue,24,2,2,3,11316.0,1599,9717.0,0.713,2595,49,0.361,0.141 +712241433,Existing Customer,38,F,0,High School,Single,Less than $40K,Blue,30,4,2,1,1438.3,1003,435.3,0.629,4247,84,0.714,0.697 +807990108,Existing Customer,44,M,1,Uneducated,Divorced,$120K +,Blue,39,3,2,3,11362.0,0,11362.0,0.668,3197,61,0.564,0.0 +719018208,Attrited Customer,52,F,0,Doctorate,Married,Unknown,Blue,46,6,4,3,7210.0,0,7210.0,0.769,2516,36,0.8,0.0 +716641983,Existing Customer,55,F,4,College,Single,Unknown,Blue,36,5,3,3,7790.0,753,7037.0,0.968,4835,84,0.826,0.097 +708989358,Existing Customer,37,F,2,Unknown,Married,Less than $40K,Blue,18,3,3,1,2023.0,1587,436.0,0.647,4391,79,0.837,0.784 +708807483,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Blue,45,5,2,3,9117.0,1259,7858.0,0.88,3837,75,0.705,0.138 +715774833,Existing Customer,41,F,2,Doctorate,Unknown,Less than $40K,Blue,36,4,1,2,1801.0,940,861.0,0.594,3797,74,0.721,0.522 +714733908,Existing Customer,51,M,2,High School,Married,$60K - $80K,Blue,37,6,6,3,8787.0,1087,7700.0,0.974,4537,75,1.273,0.124 +721067658,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Silver,36,6,1,3,27436.0,642,26794.0,0.705,4051,81,0.761,0.023 +788997408,Existing Customer,65,F,2,Doctorate,Single,Less than $40K,Blue,53,6,3,2,2195.0,1917,278.0,0.535,4205,65,0.625,0.873 +719835033,Existing Customer,46,M,4,College,Married,$80K - $120K,Blue,34,5,3,2,13734.0,568,13166.0,0.719,4283,67,0.861,0.041 +771854808,Existing Customer,45,M,4,Graduate,Married,$60K - $80K,Blue,34,6,2,3,2731.0,1868,863.0,0.533,3915,66,0.65,0.684 +717299958,Existing Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,45,3,2,0,2453.0,1534,919.0,0.785,4185,66,0.784,0.625 +720778458,Existing Customer,49,M,3,Unknown,Married,$60K - $80K,Blue,36,6,3,3,7451.0,1542,5909.0,0.684,4960,97,0.565,0.207 +713019783,Existing Customer,41,F,3,High School,Married,$40K - $60K,Blue,35,3,3,3,2644.0,1794,850.0,0.863,4081,72,0.8,0.679 +770968383,Attrited Customer,41,M,4,Graduate,Married,$80K - $120K,Silver,28,3,2,3,34516.0,825,33691.0,0.616,2022,52,0.733,0.024 +709747308,Existing Customer,41,M,5,Graduate,Married,$60K - $80K,Blue,36,4,4,3,4575.0,1344,3231.0,0.46,4726,64,0.561,0.294 +798786333,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,40,6,4,2,1438.3,510,928.3,0.711,3399,66,0.784,0.355 +771723408,Attrited Customer,37,F,2,Unknown,Single,Less than $40K,Blue,25,3,2,4,1690.0,0,1690.0,0.69,2645,60,0.622,0.0 +715117008,Existing Customer,39,M,5,Uneducated,Married,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.677,4596,82,0.745,0.0 +713944833,Existing Customer,46,M,5,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,24512.0,766,23746.0,0.509,4561,78,0.368,0.031 +713569158,Attrited Customer,43,F,3,High School,Single,$40K - $60K,Blue,34,1,3,2,1654.0,1474,180.0,0.586,2086,47,0.621,0.891 +713037333,Existing Customer,63,M,1,Graduate,Single,$80K - $120K,Blue,55,6,1,2,21430.0,0,21430.0,0.511,3561,57,0.676,0.0 +718267233,Existing Customer,50,M,1,Graduate,Married,$120K +,Silver,38,4,3,3,34516.0,1915,32601.0,0.625,3828,65,1.321,0.055 +709736658,Existing Customer,37,M,4,Uneducated,Married,$40K - $60K,Blue,27,6,3,2,1438.3,759,679.3,0.858,4446,86,0.72,0.528 +710929233,Existing Customer,33,F,2,Doctorate,Single,Less than $40K,Blue,36,5,2,3,2800.0,1559,1241.0,0.598,4253,83,0.694,0.557 +714290583,Existing Customer,44,M,4,Post-Graduate,Married,$60K - $80K,Blue,36,3,2,2,3117.0,1400,1717.0,0.913,4391,85,0.809,0.449 +717972408,Existing Customer,44,M,2,Uneducated,Married,$80K - $120K,Blue,34,6,3,3,2558.0,2016,542.0,0.806,3792,78,0.5,0.788 +718626033,Attrited Customer,47,M,3,High School,Married,$60K - $80K,Blue,39,2,3,2,10061.0,0,10061.0,0.787,2802,52,0.529,0.0 +720008133,Existing Customer,45,F,4,Graduate,Unknown,Unknown,Blue,36,4,1,3,3416.0,727,2689.0,0.58,4121,83,0.729,0.213 +710476908,Existing Customer,39,F,3,Graduate,Married,Unknown,Blue,28,3,3,3,9371.0,1066,8305.0,0.89,4754,78,0.857,0.114 +709888383,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,3,1,2,3147.0,2453,694.0,0.744,4465,82,0.952,0.779 +788864508,Existing Customer,52,F,3,Unknown,Single,Less than $40K,Blue,37,4,2,2,1554.0,926,628.0,0.785,4997,79,0.927,0.596 +714010383,Attrited Customer,47,F,5,Uneducated,Single,Unknown,Blue,40,5,4,5,3502.0,0,3502.0,0.531,1895,42,0.4,0.0 +719549508,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,40,4,2,2,2712.0,1686,1026.0,0.791,4678,74,0.644,0.622 +718670808,Existing Customer,59,F,0,College,Married,Less than $40K,Blue,51,6,1,0,1438.3,0,1438.3,0.715,4817,81,0.688,0.0 +718211208,Existing Customer,39,M,3,High School,Married,$120K +,Blue,36,6,3,2,3281.0,1682,1599.0,0.577,4109,69,0.5,0.513 +712578933,Attrited Customer,35,F,5,High School,Married,$40K - $60K,Blue,25,3,2,6,1438.3,0,1438.3,0.763,2500,44,0.517,0.0 +709343433,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,26,5,3,3,2469.0,1826,643.0,0.666,3837,74,0.721,0.74 +767488908,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Blue,35,4,2,3,3497.0,0,3497.0,0.696,4345,72,0.756,0.0 +719531133,Existing Customer,46,F,4,Unknown,Unknown,$40K - $60K,Blue,38,4,2,3,2505.0,0,2505.0,0.8,4384,80,0.86,0.0 +719006508,Existing Customer,34,M,2,Graduate,Married,$60K - $80K,Blue,36,5,1,3,2763.0,1913,850.0,0.598,4136,69,0.568,0.692 +721287183,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,35,5,2,3,2081.0,0,2081.0,1.004,4863,87,0.706,0.0 +711144183,Attrited Customer,55,F,3,Graduate,Married,Unknown,Blue,45,1,3,1,2815.0,1848,967.0,0.563,2618,29,0.45,0.656 +709080783,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,38,4,1,3,1737.0,0,1737.0,0.953,4723,78,0.625,0.0 +710520408,Existing Customer,52,F,4,High School,Single,Unknown,Blue,36,5,3,3,9078.0,1194,7884.0,0.745,4458,87,0.812,0.132 +785262333,Attrited Customer,46,M,5,Uneducated,Unknown,$40K - $60K,Blue,40,5,4,3,6185.0,1960,4225.0,0.669,2225,45,0.875,0.317 +716513358,Existing Customer,51,F,2,Graduate,Divorced,Unknown,Blue,36,5,3,3,2069.0,1802,267.0,0.651,4402,91,0.75,0.871 +719073483,Attrited Customer,45,M,3,Uneducated,Married,$80K - $120K,Blue,38,3,3,3,9234.0,0,9234.0,0.629,2586,44,0.257,0.0 +715372083,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,36,3,3,3,2684.0,0,2684.0,0.66,4796,85,0.635,0.0 +780034083,Existing Customer,48,F,3,High School,Married,$40K - $60K,Blue,38,3,2,2,2151.0,0,2151.0,0.763,4604,86,0.72,0.0 +794581533,Existing Customer,52,M,2,College,Single,$60K - $80K,Blue,37,4,3,3,2749.0,1380,1369.0,0.937,3882,90,0.765,0.502 +710013258,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,31,3,2,2,1980.0,823,1157.0,0.861,4467,69,0.683,0.416 +719084358,Attrited Customer,55,F,1,Graduate,Married,Less than $40K,Blue,46,6,4,3,4232.0,0,4232.0,0.878,2312,37,0.609,0.0 +789173958,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,34,4,1,2,1438.3,877,561.3,0.743,4283,76,0.617,0.61 +789575583,Existing Customer,43,F,2,Uneducated,Unknown,Unknown,Blue,36,5,1,0,6931.0,1380,5551.0,0.795,4437,64,0.882,0.199 +712434708,Attrited Customer,52,F,3,High School,Married,Less than $40K,Blue,39,5,3,2,3302.0,2517,785.0,0.705,2682,47,0.516,0.762 +808675083,Existing Customer,61,M,1,Graduate,Single,Unknown,Blue,56,5,3,2,4235.0,1675,2560.0,1.079,3862,76,0.949,0.396 +710864358,Existing Customer,51,F,2,Doctorate,Married,Unknown,Blue,45,6,6,2,6501.0,0,6501.0,0.651,5074,81,0.688,0.0 +712574583,Existing Customer,34,F,1,Graduate,Single,Unknown,Blue,21,6,1,3,6376.0,1322,5054.0,0.709,5192,70,0.628,0.207 +708412758,Attrited Customer,33,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,3,1457.0,0,1457.0,0.677,2200,45,0.364,0.0 +714389058,Existing Customer,38,F,3,Unknown,Married,$40K - $60K,Blue,36,3,3,2,5576.0,0,5576.0,0.686,4322,85,0.809,0.0 +715767033,Existing Customer,56,F,3,College,Single,Unknown,Blue,36,5,1,3,1438.3,0,1438.3,0.76,4919,83,0.627,0.0 +779281233,Existing Customer,45,F,3,Graduate,Single,Unknown,Blue,27,4,3,3,2478.0,1748,730.0,0.643,4353,80,0.667,0.705 +717147708,Existing Customer,44,M,2,Uneducated,Divorced,$60K - $80K,Blue,34,6,3,2,3650.0,1270,2380.0,0.792,4250,81,0.929,0.348 +715029333,Existing Customer,52,F,2,Unknown,Divorced,Less than $40K,Blue,36,4,2,3,2111.0,0,2111.0,0.831,4459,72,0.756,0.0 +806989008,Existing Customer,30,F,0,High School,Single,Unknown,Blue,25,4,1,2,12917.0,1157,11760.0,0.668,4108,82,0.745,0.09 +713158083,Attrited Customer,56,M,2,High School,Single,$120K +,Blue,46,2,4,4,7327.0,0,7327.0,0.598,2185,41,0.864,0.0 +771037008,Existing Customer,46,M,1,Uneducated,Married,$80K - $120K,Blue,33,3,1,2,13324.0,0,13324.0,0.917,4245,76,1.0,0.0 +710587458,Existing Customer,34,M,2,High School,Unknown,$80K - $120K,Blue,22,4,3,2,11154.0,1612,9542.0,0.633,4339,77,1.026,0.145 +710563458,Existing Customer,43,F,1,Graduate,Divorced,Unknown,Blue,30,5,3,3,9535.0,660,8875.0,0.944,4210,81,0.723,0.069 +720010608,Attrited Customer,37,M,2,Unknown,Single,$40K - $60K,Blue,24,6,2,4,10226.0,0,10226.0,0.614,2243,44,0.571,0.0 +710343783,Existing Customer,37,F,5,Unknown,Married,Less than $40K,Blue,29,6,1,2,2140.0,0,2140.0,0.602,4610,65,1.321,0.0 +772578858,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,39,3,4,2,2904.0,2203,701.0,0.796,3848,66,0.692,0.759 +708559533,Existing Customer,40,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,3,2,1770.0,584,1186.0,0.706,4442,83,0.844,0.33 +711939558,Attrited Customer,37,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,3,1534.0,0,1534.0,0.642,2596,39,0.393,0.0 +772143333,Existing Customer,46,F,2,High School,Single,Less than $40K,Blue,35,6,3,3,2170.0,1498,672.0,0.64,4569,79,0.881,0.69 +711067383,Existing Customer,53,M,1,Unknown,Single,$120K +,Blue,45,6,2,3,10001.0,0,10001.0,0.676,4167,74,0.644,0.0 +817041408,Existing Customer,56,F,3,High School,Married,Unknown,Blue,41,3,2,3,4169.0,1549,2620.0,0.768,4519,82,0.708,0.372 +771942333,Existing Customer,65,M,1,College,Single,Less than $40K,Blue,54,5,2,2,5363.0,1309,4054.0,0.574,3855,63,0.703,0.244 +755247108,Existing Customer,50,F,2,Doctorate,Single,Less than $40K,Blue,43,4,1,0,3206.0,0,3206.0,0.631,4731,82,0.822,0.0 +715710708,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,37,6,3,2,18085.0,747,17338.0,0.681,4583,76,0.52,0.041 +713858733,Existing Customer,61,F,0,Post-Graduate,Married,$40K - $60K,Blue,53,4,3,2,2566.0,2164,402.0,0.578,4344,73,0.659,0.843 +717129333,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,25,3,1,2,1438.3,0,1438.3,0.744,4434,73,0.78,0.0 +716924958,Attrited Customer,65,F,2,Graduate,Single,Less than $40K,Blue,56,3,0,3,6812.0,1926,4886.0,0.735,2288,48,0.778,0.283 +719614758,Existing Customer,45,F,4,Graduate,Single,$40K - $60K,Blue,34,3,2,2,2700.0,1977,723.0,0.801,4984,75,1.083,0.732 +721537683,Existing Customer,50,F,3,Post-Graduate,Married,Unknown,Blue,41,3,3,3,5471.0,1342,4129.0,0.577,4002,67,0.763,0.245 +771500358,Existing Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,31,5,3,1,4332.0,1313,3019.0,0.671,4093,84,0.826,0.303 +711531858,Attrited Customer,48,F,4,Unknown,Married,Less than $40K,Blue,41,3,3,3,2447.0,1267,1180.0,0.449,2132,37,0.37,0.518 +715060158,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,26,5,2,2,1783.0,1282,501.0,0.504,3853,76,0.617,0.719 +779725833,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Blue,26,4,3,2,11761.0,1775,9986.0,0.925,4946,73,0.698,0.151 +716592558,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,36,3,3,3,2340.0,1101,1239.0,0.766,4501,68,0.7,0.471 +771020133,Existing Customer,45,F,5,Uneducated,Single,Less than $40K,Blue,32,3,3,0,2859.0,1776,1083.0,0.79,4440,79,0.756,0.621 +709153008,Existing Customer,37,M,3,High School,Married,$40K - $60K,Blue,36,3,3,3,2523.0,2481,42.0,0.744,4683,76,0.689,0.983 +713394858,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,34,4,2,2,4776.0,0,4776.0,0.626,4581,60,0.622,0.0 +721175283,Existing Customer,59,F,1,Graduate,Married,Less than $40K,Blue,36,3,1,1,2697.0,1410,1287.0,0.925,4489,58,0.706,0.523 +715503558,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,3542.0,2417,1125.0,0.687,4127,71,0.479,0.682 +819943458,Attrited Customer,57,M,3,Graduate,Single,$120K +,Blue,52,6,4,3,34516.0,1000,33516.0,0.694,1777,37,0.542,0.029 +717094758,Existing Customer,40,F,4,Post-Graduate,Married,Unknown,Blue,29,5,3,1,8823.0,0,8823.0,0.812,4453,84,0.787,0.0 +772073508,Attrited Customer,52,F,1,College,Single,Less than $40K,Blue,41,5,3,6,1764.0,0,1764.0,0.824,2740,47,0.343,0.0 +721351983,Attrited Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,3,3492.0,2517,975.0,0.6,2510,47,0.621,0.721 +714477408,Attrited Customer,36,F,3,High School,Married,Less than $40K,Blue,36,3,3,3,2977.0,1340,1637.0,0.507,2201,39,0.345,0.45 +718471758,Existing Customer,49,M,4,Doctorate,Single,$60K - $80K,Silver,37,5,2,2,30976.0,2051,28925.0,0.684,3193,69,0.725,0.066 +711607833,Existing Customer,43,M,5,High School,Married,$60K - $80K,Blue,36,5,2,1,2810.0,2384,426.0,0.859,4875,97,0.764,0.848 +708621408,Existing Customer,39,F,1,Unknown,Single,Less than $40K,Blue,28,3,2,1,1438.3,0,1438.3,0.799,4173,82,0.64,0.0 +719277033,Existing Customer,44,M,3,High School,Single,$40K - $60K,Blue,34,5,3,1,8997.0,708,8289.0,0.586,4558,62,0.676,0.079 +813905508,Existing Customer,57,F,3,Uneducated,Single,Less than $40K,Blue,52,4,3,3,2002.0,1188,814.0,0.63,3735,73,0.659,0.593 +719761458,Existing Customer,55,M,4,Post-Graduate,Single,$60K - $80K,Blue,36,3,2,1,4998.0,1626,3372.0,0.695,4329,61,0.694,0.325 +708222558,Existing Customer,37,F,2,Post-Graduate,Married,Less than $40K,Blue,36,6,2,3,2310.0,1513,797.0,0.682,4191,77,0.833,0.655 +713937558,Existing Customer,54,F,2,High School,Married,$40K - $60K,Blue,36,3,3,3,3892.0,0,3892.0,0.738,4318,74,0.762,0.0 +709603608,Existing Customer,34,M,3,Uneducated,Married,$60K - $80K,Blue,25,6,1,1,2345.0,1643,702.0,0.678,4634,69,0.643,0.701 +804661083,Existing Customer,50,M,0,Graduate,Single,$80K - $120K,Blue,45,3,2,2,2135.0,1506,629.0,0.883,4821,77,0.711,0.705 +720977358,Existing Customer,50,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,2528.0,1689,839.0,0.514,4269,78,0.857,0.668 +718420308,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,3,1,3,3397.0,1658,1739.0,0.724,4208,75,0.786,0.488 +714046608,Existing Customer,49,M,0,Doctorate,Married,$60K - $80K,Blue,39,5,6,3,19719.0,1395,18324.0,0.565,3572,73,0.738,0.071 +718048608,Existing Customer,41,F,3,Graduate,Married,Unknown,Blue,33,5,3,0,15292.0,1325,13967.0,1.008,5120,74,0.805,0.087 +718497033,Existing Customer,52,M,1,High School,Married,$120K +,Blue,36,5,3,3,31733.0,0,31733.0,0.735,3723,53,0.767,0.0 +711801933,Attrited Customer,54,F,4,High School,Single,$40K - $60K,Blue,36,3,3,4,1438.3,0,1438.3,0.641,2092,42,0.68,0.0 +716282208,Attrited Customer,54,F,2,Post-Graduate,Married,Less than $40K,Blue,48,3,6,3,1638.0,0,1638.0,0.163,1702,36,0.125,0.0 +789076083,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,38,6,3,2,2775.0,1475,1300.0,0.854,4608,84,0.647,0.532 +714045783,Attrited Customer,37,F,2,Graduate,Married,$40K - $60K,Blue,29,2,2,6,2547.0,1965,582.0,0.535,2160,46,0.353,0.771 +769720683,Existing Customer,50,F,1,Graduate,Married,Unknown,Blue,44,5,2,2,5708.0,1884,3824.0,0.791,4914,60,0.765,0.33 +721092783,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,1,19838.0,1290,18548.0,0.59,3982,68,0.581,0.065 +720243933,Attrited Customer,47,M,2,Uneducated,Married,$60K - $80K,Blue,32,1,3,6,1789.0,0,1789.0,0.637,2784,49,0.581,0.0 +818502708,Existing Customer,51,F,1,Uneducated,Single,$40K - $60K,Blue,46,5,3,2,2284.0,1674,610.0,0.784,4885,86,0.83,0.733 +712942308,Existing Customer,42,M,3,Doctorate,Single,$60K - $80K,Blue,36,6,1,3,11535.0,1527,10008.0,0.664,3730,67,0.718,0.132 +714262533,Existing Customer,28,F,0,Unknown,Married,Unknown,Blue,36,3,4,2,3524.0,1306,2218.0,0.8,4252,78,0.814,0.371 +714708183,Existing Customer,58,M,2,High School,Single,$60K - $80K,Silver,49,4,3,3,30186.0,0,30186.0,0.606,4070,74,0.574,0.0 +718285308,Existing Customer,44,F,1,Unknown,Single,Less than $40K,Blue,31,6,3,1,1438.3,0,1438.3,0.561,3576,55,0.833,0.0 +720595083,Existing Customer,40,F,3,Unknown,Married,Less than $40K,Blue,30,4,2,3,1620.0,1278,342.0,0.595,4530,69,1.029,0.789 +787501758,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,39,5,2,1,4038.0,1237,2801.0,0.61,4188,68,0.545,0.306 +714990633,Existing Customer,56,M,4,Graduate,Single,$80K - $120K,Blue,36,5,3,2,2078.0,1696,382.0,0.562,4382,82,0.783,0.816 +714652383,Existing Customer,51,F,4,Graduate,Married,Less than $40K,Blue,36,5,3,2,1571.0,0,1571.0,0.89,4580,74,1.056,0.0 +788776008,Existing Customer,43,M,3,College,Married,$80K - $120K,Blue,24,6,3,1,4726.0,1161,3565.0,0.698,4683,91,0.896,0.246 +709176108,Existing Customer,56,F,4,Post-Graduate,Unknown,Less than $40K,Blue,49,5,3,3,4604.0,621,3983.0,0.814,4586,79,0.646,0.135 +719354433,Existing Customer,48,M,1,College,Single,$80K - $120K,Silver,36,6,3,3,34516.0,1629,32887.0,0.815,4042,78,0.592,0.047 +709368483,Existing Customer,56,M,2,Graduate,Married,$40K - $60K,Blue,45,5,2,1,1438.3,0,1438.3,0.913,4323,77,0.571,0.0 +717621333,Existing Customer,48,F,3,Unknown,Divorced,Less than $40K,Blue,36,5,2,1,2680.0,1871,809.0,0.955,4592,78,0.902,0.698 +716272158,Attrited Customer,41,F,3,College,Married,$40K - $60K,Blue,15,5,3,4,4312.0,2517,1795.0,0.741,2693,56,0.436,0.584 +803355408,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,44,5,3,1,2205.0,1659,546.0,0.891,4813,77,0.674,0.752 +717073308,Existing Customer,44,F,3,College,Married,Less than $40K,Blue,31,5,6,2,2679.0,727,1952.0,0.894,4804,78,0.814,0.271 +789105183,Existing Customer,54,M,3,Post-Graduate,Single,$80K - $120K,Silver,42,3,1,2,34516.0,2488,32028.0,0.552,4401,87,0.776,0.072 +721305408,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,37,4,2,1,3378.0,0,3378.0,0.58,4761,81,0.884,0.0 +715739733,Existing Customer,34,M,1,High School,Single,$40K - $60K,Blue,25,4,1,2,1793.0,1141,652.0,0.715,5293,88,0.76,0.636 +779217333,Existing Customer,59,F,0,Graduate,Divorced,Less than $40K,Blue,49,6,2,3,2228.0,1502,726.0,0.719,3922,75,1.027,0.674 +712133508,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,22,5,0,2,2577.0,1582,995.0,0.697,4734,75,0.596,0.614 +714602658,Attrited Customer,39,F,1,Graduate,Married,Less than $40K,Blue,36,1,2,3,1462.0,0,1462.0,0.393,1998,36,0.161,0.0 +712446783,Attrited Customer,50,F,4,Graduate,Married,Less than $40K,Blue,30,5,3,4,4038.0,1530,2508.0,0.724,2400,41,0.323,0.379 +720049083,Attrited Customer,35,F,1,Unknown,Divorced,Unknown,Blue,24,5,3,3,1438.3,0,1438.3,0.849,2355,47,0.567,0.0 +824172258,Existing Customer,34,F,2,Unknown,Divorced,Less than $40K,Blue,30,3,1,2,4408.0,1510,2898.0,0.73,4495,77,0.833,0.343 +717695058,Existing Customer,46,F,5,High School,Married,Unknown,Blue,35,3,1,3,4163.0,0,4163.0,0.743,4763,76,0.854,0.0 +719782458,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,39,3,3,3,7201.0,1992,5209.0,0.778,3981,76,0.949,0.277 +718141983,Existing Customer,49,M,0,High School,Single,$80K - $120K,Blue,43,6,3,1,1883.0,1295,588.0,0.81,5187,89,0.712,0.688 +718853358,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,2,3308.0,2517,791.0,0.543,5104,85,0.545,0.761 +772539558,Existing Customer,65,F,0,College,Single,Less than $40K,Blue,55,3,3,0,2022.0,0,2022.0,0.579,4623,65,0.548,0.0 +817094283,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Blue,23,5,3,3,8597.0,903,7694.0,0.773,5173,78,0.733,0.105 +716932308,Existing Customer,38,F,2,College,Married,Unknown,Blue,28,5,1,3,4693.0,634,4059.0,0.909,4460,79,0.837,0.135 +714738858,Existing Customer,52,F,1,Graduate,Unknown,Less than $40K,Blue,36,6,1,3,2873.0,1714,1159.0,0.796,4620,81,0.884,0.597 +772409733,Existing Customer,39,F,3,High School,Divorced,$40K - $60K,Blue,28,4,1,3,3400.0,2307,1093.0,0.901,4742,90,0.698,0.679 +717534108,Existing Customer,48,F,3,High School,Divorced,$40K - $60K,Blue,40,3,1,3,2405.0,1410,995.0,0.866,4421,79,0.881,0.586 +816378033,Attrited Customer,46,M,4,Uneducated,Single,$80K - $120K,Gold,41,6,3,2,34516.0,1104,33412.0,0.591,1989,47,0.741,0.032 +790141308,Existing Customer,44,M,2,College,Married,$80K - $120K,Blue,37,5,3,1,8241.0,0,8241.0,0.723,4436,79,0.756,0.0 +710770383,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,36,4,3,1,1438.3,582,856.3,0.611,4915,92,0.769,0.405 +711351108,Existing Customer,44,F,3,High School,Unknown,Less than $40K,Blue,36,3,3,2,2608.0,1804,804.0,0.847,4671,61,0.694,0.692 +713744058,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,2359.0,1509,850.0,1.1,5232,78,0.814,0.64 +708998583,Existing Customer,47,F,4,Post-Graduate,Married,Less than $40K,Blue,39,6,2,2,1790.0,0,1790.0,0.516,4141,87,0.74,0.0 +827451333,Attrited Customer,54,F,2,Uneducated,Married,Less than $40K,Blue,50,3,6,3,2247.0,0,2247.0,0.641,2615,37,0.423,0.0 +714228558,Existing Customer,40,M,3,High School,Single,$80K - $120K,Blue,36,5,3,3,3624.0,0,3624.0,0.74,4749,82,0.864,0.0 +797668983,Existing Customer,42,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,1,1438.3,0,1438.3,0.795,4396,70,0.628,0.0 +713023158,Existing Customer,39,F,2,College,Married,$40K - $60K,Blue,31,3,1,2,2901.0,2143,758.0,0.948,4239,78,0.733,0.739 +709982658,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,31,4,2,3,9759.0,2038,7721.0,0.622,4226,77,0.638,0.209 +715398858,Existing Customer,57,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,3,2,2525.0,1203,1322.0,0.725,4360,78,0.857,0.476 +715615233,Existing Customer,60,F,1,High School,Divorced,Less than $40K,Blue,48,5,3,3,2737.0,1812,925.0,0.703,4507,86,0.955,0.662 +710650608,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,2,19262.0,1480,17782.0,0.649,4812,85,0.771,0.077 +803214108,Existing Customer,33,F,0,High School,Single,Unknown,Blue,27,6,1,1,2252.0,1826,426.0,0.716,5055,68,1.0,0.811 +717202083,Attrited Customer,46,M,2,Unknown,Single,$80K - $120K,Blue,34,2,3,3,7077.0,0,7077.0,0.838,2619,41,0.519,0.0 +719051733,Existing Customer,63,M,0,College,Single,$60K - $80K,Blue,51,4,2,1,2706.0,889,1817.0,0.73,5047,64,0.882,0.329 +789900633,Existing Customer,49,F,2,High School,Married,$40K - $60K,Blue,40,5,3,2,3263.0,1522,1741.0,0.58,4288,69,0.725,0.466 +789122808,Attrited Customer,41,F,4,College,Married,$40K - $60K,Blue,29,5,2,3,3281.0,0,3281.0,0.875,2907,45,0.406,0.0 +709902108,Existing Customer,51,M,2,High School,Married,$80K - $120K,Blue,40,4,3,2,8169.0,794,7375.0,0.665,4927,70,0.944,0.097 +713666058,Existing Customer,46,F,5,College,Divorced,$40K - $60K,Blue,38,6,1,3,3276.0,1915,1361.0,0.672,4264,76,0.617,0.585 +711453783,Existing Customer,41,F,3,Unknown,Single,Less than $40K,Blue,29,4,2,3,1966.0,1452,514.0,0.621,4666,74,0.682,0.739 +778936008,Existing Customer,46,F,4,High School,Married,Unknown,Blue,30,3,1,3,5869.0,0,5869.0,0.852,5103,83,0.844,0.0 +708085458,Existing Customer,34,F,2,Uneducated,Single,Less than $40K,Blue,24,6,2,2,1438.3,0,1438.3,0.827,3940,82,0.952,0.0 +749067633,Existing Customer,45,F,2,Unknown,Married,Less than $40K,Blue,38,3,2,3,3682.0,0,3682.0,0.797,4015,77,0.51,0.0 +716170308,Existing Customer,27,F,0,Graduate,Divorced,Unknown,Blue,36,5,1,0,13439.0,2003,11436.0,0.936,4715,86,0.72,0.149 +711507783,Attrited Customer,54,F,2,Doctorate,Single,Less than $40K,Blue,42,3,4,3,1694.0,0,1694.0,0.354,1930,41,0.519,0.0 +819752133,Existing Customer,41,M,2,High School,Divorced,$80K - $120K,Blue,36,6,2,2,1636.0,986,650.0,0.833,4695,73,0.872,0.603 +711061908,Existing Customer,48,F,1,Graduate,Married,Less than $40K,Blue,38,6,2,3,1449.0,749,700.0,0.943,4039,50,0.852,0.517 +744231708,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,38,3,3,3,1513.0,788,725.0,0.677,4166,71,0.868,0.521 +716856408,Attrited Customer,39,F,4,Graduate,Single,Less than $40K,Blue,28,5,2,4,1438.3,0,1438.3,0.777,2392,44,0.375,0.0 +711780108,Existing Customer,46,F,4,Doctorate,Divorced,Less than $40K,Blue,38,4,3,2,4120.0,1578,2542.0,0.379,4792,81,0.588,0.383 +715178733,Existing Customer,47,F,2,Unknown,Single,Less than $40K,Blue,41,5,3,1,2289.0,1611,678.0,0.648,4817,77,0.75,0.704 +721418133,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,33,6,2,3,2016.0,972,1044.0,0.685,4535,82,0.745,0.482 +720124758,Attrited Customer,49,M,3,Uneducated,Married,$80K - $120K,Blue,40,5,4,3,2509.0,450,2059.0,0.654,2239,47,0.621,0.179 +809068983,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,35,3,1,3,3511.0,0,3511.0,0.758,5238,82,0.708,0.0 +711052308,Existing Customer,45,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,37,6,3,3,2751.0,2432,319.0,0.905,4453,75,0.923,0.884 +718967433,Existing Customer,34,F,2,High School,Divorced,Less than $40K,Blue,36,3,6,3,2426.0,0,2426.0,0.888,4918,81,0.8,0.0 +709827933,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,36,3,3,2,12230.0,1196,11034.0,0.62,3659,76,0.52,0.098 +787568433,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,33,3,1,3,7328.0,936,6392.0,0.689,4518,79,0.795,0.128 +720256158,Existing Customer,47,F,2,High School,Married,Unknown,Blue,40,5,1,3,2264.0,0,2264.0,0.67,4279,75,0.531,0.0 +715435758,Existing Customer,42,M,2,Graduate,Single,$80K - $120K,Blue,36,3,1,3,3046.0,1231,1815.0,0.692,4711,77,0.878,0.404 +719505483,Existing Customer,51,F,0,Uneducated,Married,Unknown,Blue,36,6,3,2,5881.0,0,5881.0,0.71,4431,89,0.816,0.0 +721247883,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,41,4,2,3,16207.0,922,15285.0,0.635,3621,83,0.886,0.057 +772220433,Existing Customer,44,M,3,College,Unknown,$60K - $80K,Blue,33,6,3,2,15468.0,1187,14281.0,0.93,4484,81,0.841,0.077 +789692283,Existing Customer,47,F,5,College,Single,Less than $40K,Blue,34,4,3,2,5950.0,0,5950.0,0.44,4655,66,0.784,0.0 +815091333,Existing Customer,48,F,3,Unknown,Married,Less than $40K,Blue,43,3,1,2,3119.0,2196,923.0,0.81,4705,77,1.2,0.704 +778732158,Existing Customer,50,F,3,Uneducated,Unknown,Unknown,Blue,30,4,1,3,1507.0,0,1507.0,0.648,4037,83,0.729,0.0 +715129233,Existing Customer,51,F,4,High School,Single,Less than $40K,Blue,36,6,3,3,2902.0,1634,1268.0,0.588,4748,74,0.51,0.563 +714083208,Existing Customer,47,F,3,College,Married,Less than $40K,Blue,38,5,2,2,1585.0,1304,281.0,0.727,4656,80,0.6,0.823 +716559108,Existing Customer,47,F,1,High School,Single,Less than $40K,Blue,36,6,2,3,2899.0,2418,481.0,0.575,4296,68,0.838,0.834 +715102308,Existing Customer,50,F,2,Unknown,Married,$40K - $60K,Blue,36,5,1,2,2295.0,1277,1018.0,0.308,2245,47,0.679,0.556 +768814983,Existing Customer,39,F,2,Unknown,Married,Less than $40K,Blue,33,3,1,3,3251.0,1937,1314.0,0.685,4284,85,0.809,0.596 +788744058,Existing Customer,48,F,2,High School,Married,Unknown,Blue,27,3,1,2,4009.0,1361,2648.0,0.886,4506,80,0.86,0.339 +782802033,Attrited Customer,45,F,4,Unknown,Married,Less than $40K,Blue,39,3,2,2,3411.0,1472,1939.0,0.585,2108,55,0.618,0.432 +708499608,Existing Customer,49,M,5,Post-Graduate,Single,$40K - $60K,Silver,36,6,1,2,15525.0,1299,14226.0,0.452,4042,78,0.95,0.084 +794947683,Existing Customer,35,F,4,Graduate,Single,Less than $40K,Blue,29,6,3,0,2118.0,1189,929.0,1.158,4541,60,0.818,0.561 +716442333,Existing Customer,34,F,3,Graduate,Married,$40K - $60K,Blue,25,6,2,2,2275.0,1468,807.0,0.757,4977,88,0.692,0.645 +772189308,Existing Customer,59,F,1,College,Single,Less than $40K,Blue,48,5,2,0,2601.0,1888,713.0,0.773,4899,62,0.771,0.726 +721529583,Existing Customer,52,M,3,High School,Single,$80K - $120K,Blue,41,6,3,3,4642.0,2413,2229.0,0.797,3532,72,0.674,0.52 +713578608,Existing Customer,58,M,0,Doctorate,Single,Less than $40K,Blue,46,6,4,3,1438.3,0,1438.3,0.808,4082,82,0.822,0.0 +718976283,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,1858.0,1071,787.0,0.611,4388,66,0.535,0.576 +711505308,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,52,5,3,3,2636.0,1619,1017.0,0.565,4727,83,0.627,0.614 +711131958,Existing Customer,50,F,3,Doctorate,Single,$40K - $60K,Blue,42,4,3,3,3743.0,881,2862.0,0.77,4621,71,0.821,0.235 +714687858,Existing Customer,49,F,1,Graduate,Single,Less than $40K,Blue,41,6,1,3,1438.3,0,1438.3,0.53,4538,82,1.05,0.0 +780289308,Attrited Customer,61,F,0,High School,Married,Less than $40K,Blue,47,1,3,4,4130.0,0,4130.0,0.814,2418,57,0.781,0.0 +708504783,Existing Customer,47,M,3,Uneducated,Unknown,$40K - $60K,Blue,36,3,3,3,10960.0,1333,9627.0,0.678,3480,62,0.632,0.122 +778857108,Existing Customer,52,F,3,Post-Graduate,Married,$40K - $60K,Blue,33,3,2,0,3900.0,0,3900.0,1.092,4337,81,0.8,0.0 +756598833,Existing Customer,38,M,1,Uneducated,Married,Less than $40K,Blue,31,6,3,3,6236.0,1204,5032.0,0.817,5389,84,0.826,0.193 +718748133,Existing Customer,34,F,3,Graduate,Single,Unknown,Blue,23,5,1,0,2591.0,0,2591.0,0.61,3876,67,0.763,0.0 +714503433,Attrited Customer,57,F,2,Doctorate,Married,Less than $40K,Blue,36,1,3,3,1615.0,950,665.0,0.507,2212,43,0.387,0.588 +710869008,Existing Customer,47,F,3,Graduate,Single,Unknown,Blue,36,5,1,2,8332.0,0,8332.0,0.92,5108,78,1.0,0.0 +779643858,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,38,5,5,2,2033.0,1037,996.0,1.064,4100,82,0.708,0.51 +715250583,Existing Customer,55,M,2,Unknown,Single,$80K - $120K,Blue,48,3,2,3,8082.0,1138,6944.0,0.723,4277,59,0.788,0.141 +714396558,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,51,6,2,3,1511.0,0,1511.0,0.678,4683,87,0.706,0.0 +752766783,Existing Customer,43,F,4,Graduate,Divorced,Unknown,Blue,36,5,2,2,11536.0,2074,9462.0,0.549,4106,81,0.723,0.18 +715532208,Existing Customer,65,F,1,High School,Single,Less than $40K,Blue,55,3,3,2,4010.0,1504,2506.0,0.766,3807,61,0.564,0.375 +719130558,Existing Customer,55,F,2,Uneducated,Married,Less than $40K,Blue,44,5,2,3,1669.0,1000,669.0,0.717,4085,69,0.971,0.599 +806232408,Existing Customer,54,F,3,Graduate,Married,Unknown,Blue,49,5,1,2,11905.0,0,11905.0,0.881,4022,65,1.167,0.0 +715497558,Attrited Customer,44,F,1,College,Married,Less than $40K,Blue,36,6,3,3,3052.0,0,3052.0,0.868,2598,47,0.469,0.0 +716303583,Existing Customer,55,F,2,Graduate,Unknown,Less than $40K,Blue,36,5,1,2,2712.0,1617,1095.0,0.715,4858,73,0.738,0.596 +713522058,Existing Customer,39,F,0,College,Married,Less than $40K,Blue,30,3,2,3,1978.0,871,1107.0,0.636,4299,59,0.844,0.44 +719074308,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,27,4,2,0,1438.3,687,751.3,0.778,4621,73,1.147,0.478 +711881733,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,46,3,3,3,1606.0,0,1606.0,0.855,4548,76,0.652,0.0 +710310108,Existing Customer,46,F,1,Doctorate,Married,Less than $40K,Blue,29,3,3,2,2406.0,1705,701.0,0.624,4665,89,0.816,0.709 +715814433,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,36,6,2,3,5877.0,1160,4717.0,0.446,3565,83,0.729,0.197 +717252483,Attrited Customer,57,F,2,Graduate,Married,Less than $40K,Blue,41,3,3,3,2796.0,0,2796.0,0.729,2196,35,0.75,0.0 +770874483,Existing Customer,54,F,1,Post-Graduate,Married,Unknown,Blue,40,4,1,2,2876.0,1267,1609.0,0.617,4302,74,0.51,0.441 +719742108,Attrited Customer,38,F,1,High School,Single,Less than $40K,Blue,26,5,2,4,3554.0,0,3554.0,0.782,2372,44,0.63,0.0 +711064008,Existing Customer,48,F,2,Unknown,Single,Less than $40K,Blue,36,4,3,2,9505.0,2390,7115.0,0.727,3616,68,0.619,0.251 +717208833,Attrited Customer,34,F,3,High School,Single,Less than $40K,Blue,21,2,2,2,1576.0,0,1576.0,0.789,2703,56,1.0,0.0 +709022883,Existing Customer,44,F,4,College,Married,Less than $40K,Blue,36,6,3,2,1438.3,0,1438.3,0.651,4257,89,0.648,0.0 +713653983,Existing Customer,39,M,3,Uneducated,Single,$60K - $80K,Blue,26,4,2,1,2973.0,1136,1837.0,0.729,4342,87,0.776,0.382 +713463708,Attrited Customer,40,F,4,Graduate,Single,Less than $40K,Blue,25,4,2,3,1438.3,0,1438.3,0.628,2493,42,0.5,0.0 +789143283,Existing Customer,41,F,1,Uneducated,Single,Unknown,Blue,30,4,2,3,5647.0,1175,4472.0,0.802,4868,76,0.81,0.208 +778550583,Existing Customer,43,F,1,High School,Unknown,$40K - $60K,Blue,35,6,3,2,1766.0,0,1766.0,0.779,4808,87,0.673,0.0 +711181608,Existing Customer,50,F,2,Graduate,Unknown,Less than $40K,Blue,40,3,2,3,1606.0,0,1606.0,0.824,4129,68,0.744,0.0 +711790308,Attrited Customer,54,F,0,High School,Unknown,Less than $40K,Blue,34,4,3,3,2223.0,632,1591.0,0.665,2538,49,0.581,0.284 +779791908,Existing Customer,47,F,4,Post-Graduate,Single,$40K - $60K,Blue,36,6,3,3,2896.0,0,2896.0,0.961,4970,85,0.889,0.0 +789515283,Existing Customer,51,M,3,Graduate,Married,$60K - $80K,Blue,43,6,1,3,2157.0,1494,663.0,0.765,4784,69,0.605,0.693 +712046808,Attrited Customer,49,F,3,Doctorate,Divorced,Unknown,Blue,42,1,3,3,3802.0,1558,2244.0,0.489,2003,43,0.593,0.41 +712169883,Existing Customer,43,M,1,College,Married,$60K - $80K,Blue,36,3,3,2,13840.0,1079,12761.0,0.947,4190,74,0.805,0.078 +712637283,Existing Customer,36,F,2,Unknown,Unknown,Less than $40K,Blue,28,6,1,2,2169.0,1602,567.0,0.668,5182,78,0.814,0.739 +715555833,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,34,6,3,0,4862.0,0,4862.0,0.695,4167,86,0.593,0.0 +708712833,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,36,4,1,2,2289.0,1037,1252.0,0.504,4483,72,0.5,0.453 +717841683,Existing Customer,49,M,3,Unknown,Married,$60K - $80K,Blue,36,6,1,3,22651.0,1085,21566.0,0.81,3915,72,0.674,0.048 +708689958,Existing Customer,48,F,4,Unknown,Unknown,Less than $40K,Blue,36,4,3,2,2406.0,1744,662.0,0.694,4748,88,0.692,0.725 +708888633,Attrited Customer,52,M,3,Doctorate,Married,$80K - $120K,Blue,36,2,3,3,3022.0,895,2127.0,0.95,2724,38,0.9,0.296 +721012983,Existing Customer,46,M,3,Doctorate,Married,$80K - $120K,Blue,38,6,1,2,12935.0,1417,11518.0,0.738,3528,61,0.743,0.11 +812406183,Attrited Customer,45,F,4,Unknown,Single,Less than $40K,Blue,40,5,4,3,1438.3,0,1438.3,0.605,2207,41,0.64,0.0 +714595983,Attrited Customer,49,F,1,Uneducated,Married,$40K - $60K,Blue,41,4,3,3,1438.3,522,916.3,0.383,2030,37,0.37,0.363 +715725858,Existing Customer,43,F,3,Post-Graduate,Single,Less than $40K,Blue,26,6,2,2,2256.0,1346,910.0,0.911,4893,76,0.81,0.597 +720270633,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,1,1516.0,0,1516.0,0.737,2709,54,0.385,0.0 +720269283,Existing Customer,48,F,3,Unknown,Unknown,$40K - $60K,Blue,33,3,2,2,2485.0,1651,834.0,1.1,4351,86,0.83,0.664 +710142258,Existing Customer,53,F,2,Unknown,Single,Less than $40K,Blue,36,5,2,2,1820.0,909,911.0,0.737,4665,67,0.763,0.499 +708525108,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,47,4,3,3,2156.0,1134,1022.0,0.669,4120,77,0.711,0.526 +709621008,Existing Customer,48,M,5,Post-Graduate,Single,$60K - $80K,Blue,30,6,3,2,5826.0,1482,4344.0,0.729,4135,76,0.767,0.254 +717181833,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Silver,30,5,2,2,10190.0,891,9299.0,0.678,3768,59,0.967,0.087 +711288558,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,28,5,2,2,2035.0,1174,861.0,0.876,4670,77,0.638,0.577 +718653333,Attrited Customer,45,F,2,College,Single,Less than $40K,Blue,33,1,3,3,1833.0,0,1833.0,0.549,2037,31,0.292,0.0 +766628733,Existing Customer,56,M,3,Uneducated,Single,$60K - $80K,Blue,49,3,3,3,1623.0,0,1623.0,1.058,4965,74,0.805,0.0 +711724083,Attrited Customer,27,F,0,Unknown,Single,Less than $40K,Blue,16,6,1,3,1835.0,1647,188.0,0.513,1903,44,0.63,0.898 +719690733,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,40,4,2,2,4490.0,1989,2501.0,0.604,4346,70,0.795,0.443 +770783508,Existing Customer,48,M,3,Graduate,Divorced,$60K - $80K,Blue,34,6,3,2,11062.0,0,11062.0,0.761,4084,72,0.8,0.0 +713422083,Attrited Customer,30,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,1574.0,0,1574.0,0.582,2560,59,0.788,0.0 +718026858,Existing Customer,52,F,2,College,Single,Less than $40K,Blue,36,3,2,2,2370.0,1490,880.0,0.63,4751,80,0.86,0.629 +716028108,Existing Customer,35,F,2,College,Single,Less than $40K,Blue,18,6,2,0,2658.0,0,2658.0,0.891,4667,83,0.93,0.0 +712222758,Attrited Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,3,2300.0,0,2300.0,0.703,2500,47,0.119,0.0 +718436133,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,36,5,2,3,2368.0,1244,1124.0,0.935,4289,71,0.868,0.525 +719313633,Existing Customer,53,F,0,High School,Married,$40K - $60K,Blue,36,6,2,3,2883.0,1936,947.0,0.861,4244,53,0.656,0.672 +814586958,Existing Customer,43,F,2,College,Divorced,Unknown,Blue,38,4,3,2,3264.0,2042,1222.0,0.752,4624,75,0.705,0.626 +804344733,Existing Customer,46,F,3,Unknown,Single,Less than $40K,Blue,41,3,2,2,1937.0,916,1021.0,0.807,4303,89,0.78,0.473 +717166383,Existing Customer,40,F,4,Unknown,Married,$40K - $60K,Blue,30,5,2,2,2166.0,1465,701.0,0.857,5097,82,0.673,0.676 +713060283,Existing Customer,43,F,5,Graduate,Married,$40K - $60K,Blue,34,5,1,3,7135.0,1164,5971.0,1.127,3746,81,1.189,0.163 +713070033,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,43,5,3,2,1438.3,787,651.3,0.737,4830,79,0.756,0.547 +793625583,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,42,6,1,1,3743.0,2090,1653.0,0.969,4674,67,0.718,0.558 +713918358,Existing Customer,31,F,0,Uneducated,Divorced,Unknown,Blue,36,6,3,1,5190.0,1682,3508.0,0.888,4900,81,0.8,0.324 +714308283,Existing Customer,41,M,2,Doctorate,Married,$40K - $60K,Blue,32,5,3,3,6059.0,1171,4888.0,0.678,4119,70,0.667,0.193 +714086133,Existing Customer,47,F,4,Uneducated,Single,Less than $40K,Blue,36,4,2,3,2577.0,1450,1127.0,0.747,4576,83,0.766,0.563 +718872858,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,36,5,1,3,3761.0,2121,1640.0,0.694,4476,79,0.927,0.564 +718148358,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,36,2,3,3,1572.0,0,1572.0,0.74,2447,41,0.577,0.0 +709665783,Existing Customer,39,F,1,Unknown,Married,$40K - $60K,Blue,36,3,1,1,1637.0,0,1637.0,0.889,4800,70,0.795,0.0 +708483708,Existing Customer,51,M,2,Unknown,Married,$120K +,Blue,36,5,3,2,28600.0,0,28600.0,0.506,4336,66,0.61,0.0 +715347783,Existing Customer,40,M,4,High School,Married,Less than $40K,Blue,35,3,3,1,4402.0,1524,2878.0,0.628,3063,57,0.9,0.346 +709054083,Existing Customer,50,F,1,Graduate,Unknown,Less than $40K,Blue,32,6,1,3,2652.0,1911,741.0,0.831,4816,79,0.881,0.721 +807915408,Existing Customer,41,F,2,College,Married,$40K - $60K,Blue,36,6,2,3,6602.0,0,6602.0,0.743,4479,82,0.822,0.0 +794507133,Attrited Customer,37,F,2,Doctorate,Single,$40K - $60K,Blue,18,4,1,3,1900.0,0,1900.0,0.776,2880,46,0.353,0.0 +712569408,Existing Customer,56,F,4,Doctorate,Single,$40K - $60K,Blue,44,4,2,3,3455.0,1385,2070.0,0.773,4925,82,0.745,0.401 +788805108,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,30,5,3,3,18123.0,1775,16348.0,0.593,4259,80,0.86,0.098 +710150208,Existing Customer,44,F,4,Post-Graduate,Divorced,Less than $40K,Blue,26,4,1,3,2295.0,1250,1045.0,0.912,3834,69,0.643,0.545 +711825558,Existing Customer,38,M,3,Graduate,Married,$80K - $120K,Blue,19,5,2,2,1518.0,1115,403.0,0.705,3595,65,0.857,0.735 +712891833,Existing Customer,45,F,2,Graduate,Unknown,Less than $40K,Blue,36,3,1,1,2723.0,1902,821.0,0.723,3875,84,0.75,0.698 +719680908,Existing Customer,47,F,0,College,Married,Less than $40K,Blue,27,3,1,3,1776.0,691,1085.0,0.878,4878,84,0.826,0.389 +801053208,Existing Customer,39,F,3,High School,Married,Less than $40K,Blue,33,3,3,1,1968.0,1270,698.0,0.975,4199,84,0.826,0.645 +758642733,Existing Customer,48,F,1,Graduate,Single,Less than $40K,Blue,41,5,1,1,1860.0,1054,806.0,0.963,5163,73,0.973,0.567 +771201408,Existing Customer,53,F,3,Graduate,Divorced,Less than $40K,Blue,40,3,2,3,2684.0,2126,558.0,0.69,5299,75,0.875,0.792 +789523683,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,43,3,1,3,2180.0,1865,315.0,0.748,4348,77,0.51,0.856 +767266758,Attrited Customer,41,F,2,High School,Single,Less than $40K,Blue,34,1,3,4,1661.0,0,1661.0,0.786,2473,49,0.75,0.0 +713732883,Existing Customer,38,F,0,Uneducated,Single,Less than $40K,Blue,36,4,1,2,1679.0,0,1679.0,0.658,4771,81,0.761,0.0 +720739083,Attrited Customer,36,F,2,Post-Graduate,Married,Less than $40K,Blue,25,5,2,3,1691.0,0,1691.0,0.865,2716,63,0.703,0.0 +718010133,Existing Customer,46,F,2,Post-Graduate,Single,Less than $40K,Blue,35,4,2,3,2888.0,1641,1247.0,0.976,3703,61,1.179,0.568 +771518658,Existing Customer,58,F,1,High School,Married,$40K - $60K,Blue,46,5,3,1,1871.0,1339,532.0,0.79,4553,90,0.731,0.716 +710508858,Existing Customer,44,F,2,High School,Unknown,Less than $40K,Blue,34,5,1,3,3226.0,2517,709.0,0.818,4317,81,0.884,0.78 +772590408,Existing Customer,41,M,5,Unknown,Married,$80K - $120K,Blue,31,3,3,1,12114.0,1379,10735.0,0.676,3964,90,0.837,0.114 +719334408,Existing Customer,42,F,3,Post-Graduate,Married,Less than $40K,Blue,36,6,3,1,4959.0,1483,3476.0,0.902,4286,71,0.614,0.299 +717500133,Existing Customer,42,M,4,Uneducated,Single,$80K - $120K,Blue,36,3,2,3,10374.0,599,9775.0,0.635,4240,63,0.853,0.058 +720988083,Existing Customer,45,F,1,Uneducated,Married,Less than $40K,Blue,35,3,3,2,1438.3,1080,358.3,0.802,4425,79,0.717,0.751 +713594883,Attrited Customer,44,F,2,Uneducated,Single,Unknown,Blue,32,5,3,3,1486.0,849,637.0,0.621,2380,43,0.87,0.571 +719848908,Existing Customer,41,F,3,Graduate,Married,Unknown,Blue,33,3,3,3,2542.0,0,2542.0,0.587,4087,73,0.78,0.0 +714962658,Attrited Customer,35,M,2,Unknown,Single,Less than $40K,Blue,36,5,3,3,1931.0,0,1931.0,0.862,2482,40,0.6,0.0 +717429258,Attrited Customer,48,F,3,Doctorate,Single,Less than $40K,Blue,39,3,3,4,1644.0,500,1144.0,0.784,2450,45,0.406,0.304 +717022533,Existing Customer,43,F,2,Post-Graduate,Single,$40K - $60K,Blue,36,4,1,3,2283.0,0,2283.0,0.899,4088,66,0.886,0.0 +710853033,Existing Customer,36,F,1,Doctorate,Unknown,Less than $40K,Blue,36,3,2,2,4943.0,1204,3739.0,0.417,4024,82,0.783,0.244 +709548783,Attrited Customer,44,M,2,Doctorate,Unknown,$40K - $60K,Blue,36,5,3,4,1438.3,0,1438.3,0.602,2100,54,0.588,0.0 +780055308,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,28,3,1,3,1438.3,0,1438.3,0.83,4482,54,0.636,0.0 +714252933,Existing Customer,52,F,2,College,Divorced,Less than $40K,Blue,45,4,2,3,1438.3,0,1438.3,0.744,4737,80,0.818,0.0 +713336883,Attrited Customer,61,F,0,High School,Single,Less than $40K,Blue,36,4,3,4,1760.0,0,1760.0,0.457,2285,46,0.643,0.0 +713119308,Existing Customer,50,F,3,Unknown,Single,Less than $40K,Blue,39,4,4,3,1852.0,0,1852.0,0.801,4339,82,0.783,0.0 +710815608,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,25,3,2,3,2049.0,1530,519.0,1.344,4521,70,0.628,0.747 +809626983,Attrited Customer,48,F,3,High School,Married,Less than $40K,Blue,43,3,3,3,1670.0,0,1670.0,0.707,2790,37,0.321,0.0 +803398983,Existing Customer,35,F,3,Unknown,Divorced,Less than $40K,Blue,29,4,2,3,1511.0,864,647.0,0.712,4823,64,0.829,0.572 +717568308,Existing Customer,39,M,1,Unknown,Single,$80K - $120K,Blue,36,4,2,1,6018.0,0,6018.0,0.703,4355,78,0.857,0.0 +711694083,Existing Customer,59,F,0,Post-Graduate,Single,Less than $40K,Blue,48,4,2,2,3030.0,1251,1779.0,0.694,4724,71,0.775,0.413 +712258308,Existing Customer,58,F,4,High School,Single,Less than $40K,Blue,39,3,1,3,2755.0,1483,1272.0,0.806,4394,75,0.63,0.538 +713884458,Existing Customer,51,M,4,High School,Single,$80K - $120K,Blue,37,6,2,2,8783.0,2142,6641.0,0.662,4425,83,0.766,0.244 +716160708,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,36,4,3,1,1861.0,1677,184.0,0.742,5225,94,0.679,0.901 +772728933,Attrited Customer,50,M,2,High School,Married,$120K +,Blue,40,6,4,3,13709.0,813,12896.0,0.65,2511,40,0.6,0.059 +815320383,Attrited Customer,46,F,3,Unknown,Unknown,Less than $40K,Blue,41,5,3,2,4710.0,0,4710.0,0.717,2690,43,0.955,0.0 +712117983,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,39,6,3,2,17285.0,1853,15432.0,0.882,4787,60,0.714,0.107 +788694558,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,40,5,2,3,1438.3,661,777.3,0.573,4463,87,0.812,0.46 +709275558,Existing Customer,54,M,2,Graduate,Single,$60K - $80K,Blue,44,6,3,2,7866.0,0,7866.0,0.76,4238,55,0.719,0.0 +711216933,Existing Customer,42,F,1,High School,Married,Less than $40K,Blue,36,4,3,1,2190.0,1299,891.0,0.938,5026,77,0.711,0.593 +717069033,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,30,4,1,3,4829.0,1153,3676.0,0.534,4778,65,0.97,0.239 +714992733,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,36,5,1,1,3210.0,2081,1129.0,0.615,3962,62,0.938,0.648 +809445858,Existing Customer,38,F,0,Graduate,Single,Less than $40K,Blue,32,6,3,3,1755.0,750,1005.0,0.659,5000,79,0.837,0.427 +708859158,Existing Customer,47,F,4,Graduate,Single,$40K - $60K,Blue,37,4,1,1,1438.3,703,735.3,0.865,4341,80,0.951,0.489 +710040483,Existing Customer,37,M,3,Uneducated,Unknown,$60K - $80K,Blue,26,6,2,1,14485.0,2124,12361.0,0.527,3895,87,0.776,0.147 +714667608,Existing Customer,47,M,5,Post-Graduate,Married,$40K - $60K,Blue,36,4,3,2,6043.0,0,6043.0,0.627,4256,78,0.529,0.0 +714475908,Attrited Customer,43,M,2,Uneducated,Single,$60K - $80K,Blue,35,5,3,2,6348.0,0,6348.0,0.4,1732,39,0.393,0.0 +713656308,Existing Customer,56,F,0,High School,Married,Less than $40K,Blue,48,3,3,1,1438.3,0,1438.3,0.618,4210,75,0.5,0.0 +716790633,Attrited Customer,43,M,3,Graduate,Married,$60K - $80K,Blue,36,4,2,3,17239.0,0,17239.0,0.393,1789,38,0.357,0.0 +716127333,Attrited Customer,45,F,3,Graduate,Married,Unknown,Blue,36,5,2,3,18432.0,484,17948.0,0.557,2300,45,0.552,0.026 +713017758,Existing Customer,47,F,1,Uneducated,Single,Less than $40K,Blue,32,6,2,2,1636.0,1135,501.0,0.754,5056,85,0.809,0.694 +717893358,Existing Customer,43,F,3,Graduate,Married,Unknown,Blue,33,6,1,3,7951.0,1456,6495.0,0.882,4452,65,0.512,0.183 +780032208,Attrited Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,34,5,3,3,14201.0,0,14201.0,0.574,2223,47,0.679,0.0 +720219633,Existing Customer,52,F,0,Graduate,Unknown,$40K - $60K,Blue,42,4,3,2,2723.0,1544,1179.0,0.794,4108,70,1.258,0.567 +711676008,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,44,5,2,2,2019.0,991,1028.0,0.799,3603,59,0.967,0.491 +714192033,Existing Customer,43,F,3,High School,Single,Unknown,Blue,25,5,1,2,10305.0,1870,8435.0,0.722,4018,63,0.8,0.181 +713442933,Existing Customer,49,M,3,Unknown,Married,$40K - $60K,Blue,32,4,3,3,3114.0,2208,906.0,0.824,5219,86,0.686,0.709 +789052308,Attrited Customer,40,M,3,Graduate,Unknown,$40K - $60K,Blue,28,6,2,2,4323.0,0,4323.0,0.817,2451,38,0.727,0.0 +714948858,Attrited Customer,50,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,3647.0,2517,1130.0,0.842,2935,58,0.933,0.69 +711772983,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,35,5,2,2,1849.0,1293,556.0,0.835,4678,71,0.972,0.699 +802937058,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,47,3,3,1,2540.0,1859,681.0,0.768,4480,80,0.702,0.732 +712493058,Existing Customer,42,F,5,High School,Single,Unknown,Blue,31,6,3,2,4972.0,0,4972.0,0.719,4524,72,0.756,0.0 +718808883,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Silver,47,3,3,1,13565.0,0,13565.0,0.56,3705,69,0.917,0.0 +719685408,Attrited Customer,40,M,2,Uneducated,Married,$60K - $80K,Blue,29,3,2,2,6332.0,318,6014.0,0.783,2505,43,0.536,0.05 +708829758,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,36,4,3,2,6062.0,761,5301.0,0.307,3877,66,0.375,0.126 +710792733,Existing Customer,47,F,3,Post-Graduate,Married,Less than $40K,Blue,29,4,2,2,2897.0,638,2259.0,1.041,4491,75,0.786,0.22 +716838633,Existing Customer,46,M,4,High School,Single,$60K - $80K,Blue,36,4,5,0,13407.0,1341,12066.0,0.928,4869,84,0.615,0.1 +714041283,Existing Customer,50,F,2,Graduate,Single,Unknown,Blue,40,5,2,2,6610.0,1663,4947.0,0.813,4735,83,0.766,0.252 +710284233,Attrited Customer,33,M,4,Uneducated,Married,$80K - $120K,Blue,36,5,3,4,1438.3,0,1438.3,0.98,2439,43,0.72,0.0 +752944533,Existing Customer,45,F,5,High School,Married,Less than $40K,Blue,34,4,1,2,2030.0,1269,761.0,0.646,5067,88,0.725,0.625 +713312208,Attrited Customer,53,M,1,High School,Married,$40K - $60K,Blue,43,1,2,3,3146.0,0,3146.0,0.414,1868,38,0.31,0.0 +804045933,Existing Customer,36,M,0,Graduate,Married,$80K - $120K,Blue,30,5,3,2,5302.0,2414,2888.0,0.779,4284,74,0.682,0.455 +716662683,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,45,6,2,3,3185.0,1820,1365.0,0.965,5069,81,1.025,0.571 +713432508,Existing Customer,42,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,3,2,4328.0,1749,2579.0,0.806,4593,72,1.0,0.404 +799475658,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,45,3,3,3,2238.0,1300,938.0,1.071,4508,79,0.756,0.581 +719849958,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,36,4,3,3,2658.0,1884,774.0,0.627,4779,83,0.93,0.709 +715803933,Existing Customer,47,M,1,Post-Graduate,Single,$60K - $80K,Blue,36,4,2,2,9090.0,1371,7719.0,0.64,4422,65,0.585,0.151 +779486433,Existing Customer,46,F,5,Unknown,Single,Less than $40K,Blue,28,3,2,3,2424.0,2169,255.0,0.613,4209,76,0.767,0.895 +708281433,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,36,5,1,3,1438.3,0,1438.3,0.565,3848,75,0.705,0.0 +779844408,Attrited Customer,43,F,1,Post-Graduate,Married,Less than $40K,Blue,27,4,3,3,1438.3,0,1438.3,0.481,2137,40,0.333,0.0 +721306908,Existing Customer,61,F,1,Graduate,Single,Unknown,Blue,44,4,3,2,2303.0,540,1763.0,0.57,3440,46,0.704,0.234 +713964858,Existing Customer,51,M,2,Graduate,Divorced,$120K +,Blue,41,4,2,3,2792.0,887,1905.0,0.793,4074,81,0.8,0.318 +717545808,Existing Customer,44,F,4,Post-Graduate,Single,Less than $40K,Blue,32,3,1,2,2900.0,1987,913.0,0.667,4549,70,0.75,0.685 +771232533,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,33,3,3,3,2267.0,1283,984.0,0.761,4249,81,0.8,0.566 +710883483,Existing Customer,52,F,1,Graduate,Married,$40K - $60K,Blue,34,3,3,3,4189.0,2066,2123.0,0.686,4661,85,0.735,0.493 +801715383,Attrited Customer,45,M,4,Graduate,Married,$60K - $80K,Blue,39,6,3,2,12890.0,0,12890.0,0.576,2216,51,0.545,0.0 +719594433,Existing Customer,35,F,2,Graduate,Single,Unknown,Blue,26,6,1,2,3269.0,1434,1835.0,0.63,4672,66,0.65,0.439 +716310633,Existing Customer,59,F,1,Post-Graduate,Single,Less than $40K,Blue,36,6,2,2,2759.0,2481,278.0,0.588,5037,84,0.68,0.899 +714188883,Attrited Customer,46,F,5,Doctorate,Single,Less than $40K,Blue,37,3,2,2,1787.0,0,1787.0,0.654,2345,36,0.286,0.0 +772437633,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,33,4,2,3,6854.0,0,6854.0,0.703,4578,72,0.756,0.0 +708536283,Attrited Customer,35,M,1,Doctorate,Single,$80K - $120K,Blue,27,3,2,2,2904.0,2517,387.0,0.624,2653,46,0.586,0.867 +772569033,Existing Customer,44,M,0,High School,Divorced,$80K - $120K,Blue,34,5,2,2,5293.0,1236,4057.0,0.848,4572,90,0.8,0.234 +714443883,Existing Customer,57,F,3,Graduate,Married,Less than $40K,Blue,49,4,2,1,1781.0,0,1781.0,0.57,4593,81,0.8,0.0 +710369658,Existing Customer,50,M,3,Unknown,Married,$60K - $80K,Blue,36,4,3,2,3276.0,2353,923.0,0.725,4488,92,0.736,0.718 +788440083,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Silver,48,5,3,3,34516.0,1384,33132.0,0.625,3807,82,0.864,0.04 +773332908,Existing Customer,48,M,4,High School,Unknown,$60K - $80K,Blue,30,3,3,2,14670.0,1900,12770.0,0.806,4221,83,0.766,0.13 +709307808,Attrited Customer,59,F,2,High School,Married,$40K - $60K,Blue,36,3,3,3,4375.0,0,4375.0,0.621,2507,53,0.472,0.0 +712507758,Existing Customer,36,F,2,College,Unknown,Unknown,Blue,24,6,3,3,3448.0,1903,1545.0,0.841,5471,87,0.642,0.552 +715701033,Attrited Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,33,5,3,3,2111.0,1761,350.0,0.753,2112,46,0.769,0.834 +718478883,Existing Customer,55,F,2,College,Single,Less than $40K,Blue,36,4,1,3,3123.0,0,3123.0,0.513,4424,81,0.723,0.0 +788734158,Existing Customer,42,M,4,Graduate,Married,$40K - $60K,Blue,19,5,3,2,8374.0,0,8374.0,0.885,4493,59,1.034,0.0 +794490858,Existing Customer,48,F,1,High School,Married,$40K - $60K,Silver,28,3,1,2,15713.0,1387,14326.0,0.904,4775,61,0.605,0.088 +718397658,Existing Customer,60,F,0,Unknown,Single,$40K - $60K,Blue,36,6,3,2,4115.0,1231,2884.0,0.745,3627,61,1.179,0.299 +718826883,Attrited Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,6925.0,0,6925.0,0.821,2506,36,0.44,0.0 +716733933,Existing Customer,42,F,2,High School,Married,Unknown,Blue,30,5,3,2,1898.0,725,1173.0,0.664,5051,64,1.065,0.382 +809307108,Existing Customer,44,F,1,High School,Single,Unknown,Blue,39,4,3,2,2021.0,1182,839.0,0.794,4209,77,0.833,0.585 +778671483,Existing Customer,33,F,3,Uneducated,Single,Less than $40K,Blue,13,5,3,3,1630.0,1008,622.0,0.695,4143,67,0.595,0.618 +815504583,Attrited Customer,48,F,4,Graduate,Single,$40K - $60K,Blue,43,3,2,4,1538.0,0,1538.0,0.684,2275,43,0.483,0.0 +789319458,Existing Customer,48,M,5,Uneducated,Single,$60K - $80K,Blue,38,6,2,3,22639.0,1481,21158.0,0.703,4219,65,0.477,0.065 +710382108,Existing Customer,39,F,3,Post-Graduate,Married,Less than $40K,Blue,19,5,1,2,2452.0,2423,29.0,0.778,4204,63,0.8,0.988 +720895533,Existing Customer,32,F,4,Unknown,Married,Less than $40K,Blue,22,6,3,3,1438.3,1056,382.3,0.986,4885,78,1.053,0.734 +709891608,Attrited Customer,41,M,2,High School,Married,$120K +,Blue,24,5,2,3,9924.0,0,9924.0,0.517,1949,43,0.483,0.0 +717136533,Existing Customer,37,F,2,Uneducated,Single,Less than $40K,Blue,26,4,2,2,2586.0,835,1751.0,0.721,4883,73,0.825,0.323 +790164408,Existing Customer,59,F,1,Unknown,Married,Less than $40K,Blue,52,6,3,3,2308.0,2094,214.0,0.722,4869,77,0.75,0.907 +795613233,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,42,4,2,0,10514.0,1494,9020.0,0.649,4949,76,0.81,0.142 +709009833,Existing Customer,54,M,3,Graduate,Married,$40K - $60K,Blue,44,3,3,3,1655.0,0,1655.0,0.766,4621,67,0.675,0.0 +720054183,Existing Customer,41,F,2,Graduate,Single,$40K - $60K,Blue,25,4,2,2,2768.0,2228,540.0,0.864,5112,86,0.87,0.805 +713193408,Existing Customer,59,F,0,Unknown,Single,Less than $40K,Blue,52,3,3,3,2533.0,2076,457.0,0.738,3816,75,0.829,0.82 +801508383,Existing Customer,48,M,2,Graduate,Married,$80K - $120K,Blue,42,6,3,2,25658.0,1721,23937.0,0.592,4498,85,0.635,0.067 +711949683,Attrited Customer,55,F,2,College,Divorced,$40K - $60K,Blue,36,6,2,3,4410.0,2517,1893.0,0.53,1883,44,0.63,0.571 +787747308,Attrited Customer,49,F,4,Uneducated,Unknown,Less than $40K,Blue,39,6,3,2,3468.0,2517,951.0,0.746,2494,39,0.345,0.726 +720064158,Existing Customer,51,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.709,4323,70,0.667,0.0 +779104608,Attrited Customer,34,F,3,High School,Unknown,Unknown,Blue,15,5,1,3,1438.3,0,1438.3,0.689,2819,48,0.6,0.0 +715477233,Existing Customer,55,F,1,High School,Unknown,Unknown,Blue,36,3,2,3,6968.0,1430,5538.0,0.95,4037,69,1.029,0.205 +719524383,Existing Customer,35,F,3,Graduate,Single,$40K - $60K,Blue,22,3,1,3,2441.0,1670,771.0,0.697,4105,73,0.553,0.684 +713804883,Attrited Customer,46,F,4,Post-Graduate,Single,Less than $40K,Blue,37,3,2,2,1836.0,0,1836.0,0.323,1799,28,0.167,0.0 +710359458,Existing Customer,50,F,1,Graduate,Married,$40K - $60K,Blue,36,5,1,3,2560.0,1807,753.0,0.995,4456,70,0.522,0.706 +716311683,Existing Customer,43,M,4,College,Married,$80K - $120K,Blue,36,4,1,2,32733.0,1448,31285.0,0.655,3452,54,0.862,0.044 +753795633,Attrited Customer,48,F,2,Uneducated,Married,Less than $40K,Blue,41,5,3,2,2964.0,2517,447.0,0.699,2327,38,0.81,0.849 +780076833,Existing Customer,44,M,1,Unknown,Unknown,$80K - $120K,Blue,29,6,1,2,8315.0,1008,7307.0,0.718,4088,66,0.61,0.121 +716019333,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,56,6,3,3,2279.0,1789,490.0,0.865,4091,82,0.907,0.785 +820657083,Existing Customer,53,M,4,College,Single,$80K - $120K,Silver,48,5,1,2,34516.0,800,33716.0,0.804,3819,72,0.6,0.023 +716901858,Existing Customer,49,M,4,Doctorate,Married,$40K - $60K,Blue,39,5,1,2,1438.3,0,1438.3,0.562,3691,77,0.51,0.0 +756571983,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,36,6,2,3,2020.0,1103,917.0,0.942,4951,85,0.932,0.546 +817607358,Attrited Customer,44,F,2,High School,Unknown,Unknown,Gold,35,3,3,3,34516.0,0,34516.0,0.767,2227,44,0.63,0.0 +778268508,Existing Customer,56,F,2,Uneducated,Single,Unknown,Blue,47,5,2,1,5261.0,1966,3295.0,0.672,4448,86,0.792,0.374 +778984383,Existing Customer,43,F,3,High School,Married,Unknown,Blue,31,3,3,1,2692.0,2039,653.0,0.853,4622,73,0.78,0.757 +720771933,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,5,2,1,1994.0,0,1994.0,0.829,4434,69,0.568,0.0 +748827033,Existing Customer,44,M,3,Graduate,Divorced,$60K - $80K,Blue,37,5,2,3,3290.0,0,3290.0,0.841,4780,84,0.615,0.0 +712591983,Existing Customer,52,F,5,Graduate,Single,$40K - $60K,Blue,41,4,2,3,3035.0,1960,1075.0,0.566,4104,79,0.927,0.646 +712181658,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,36,4,3,1,2407.0,1552,855.0,0.62,4983,86,0.755,0.645 +712297683,Attrited Customer,47,F,3,College,Married,Less than $40K,Blue,35,6,3,2,1781.0,0,1781.0,0.693,2196,35,0.75,0.0 +714684933,Attrited Customer,40,F,1,Uneducated,Married,Less than $40K,Blue,28,5,2,3,3680.0,0,3680.0,0.729,2725,41,0.577,0.0 +720742083,Attrited Customer,48,F,4,Unknown,Married,Less than $40K,Blue,36,4,3,3,2740.0,2425,315.0,0.816,2431,46,0.394,0.885 +772310958,Existing Customer,42,F,2,Graduate,Married,Less than $40K,Blue,31,4,6,3,4311.0,822,3489.0,0.722,4965,94,0.541,0.191 +715343883,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,32,5,3,3,1931.0,1297,634.0,1.037,4693,66,0.833,0.672 +720470133,Existing Customer,59,M,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,3604.0,1483,2121.0,0.597,4576,87,0.706,0.411 +710420133,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,6,2,2,2190.0,0,2190.0,0.63,4416,68,0.581,0.0 +720933408,Existing Customer,56,F,2,Uneducated,Unknown,Less than $40K,Blue,36,3,1,2,8438.0,1825,6613.0,0.589,4798,89,0.712,0.216 +716304483,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,36,3,2,3,3413.0,2372,1041.0,0.7,5029,86,0.792,0.695 +719534058,Existing Customer,26,F,0,Graduate,Unknown,Less than $40K,Blue,14,3,2,1,2163.0,1942,221.0,0.582,4380,57,0.781,0.898 +710515308,Existing Customer,42,F,1,Graduate,Single,Less than $40K,Blue,36,4,3,1,3595.0,1904,1691.0,0.891,5025,84,0.647,0.53 +797241108,Existing Customer,47,M,1,Graduate,Married,$120K +,Blue,41,5,3,3,9036.0,1080,7956.0,0.742,4500,83,0.66,0.12 +708884658,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,31,5,1,1,2315.0,1565,750.0,0.873,4828,90,0.8,0.676 +794475483,Existing Customer,44,M,4,Uneducated,Married,$80K - $120K,Silver,27,4,3,2,34516.0,1043,33473.0,0.69,4654,59,0.639,0.03 +714315858,Existing Customer,56,F,3,High School,Married,Less than $40K,Blue,37,6,1,3,4008.0,1650,2358.0,1.0,5429,71,0.732,0.412 +717217983,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,30,6,2,3,3143.0,2517,626.0,0.959,5409,79,0.881,0.801 +721124658,Attrited Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,27,4,2,3,3427.0,0,3427.0,0.5,2625,63,0.5,0.0 +716753058,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,2,2699.0,564,2135.0,0.683,4813,78,0.814,0.209 +711069483,Existing Customer,40,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,2,1538.0,0,1538.0,0.706,4884,79,0.881,0.0 +708478233,Existing Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,36,4,2,2,5573.0,1238,4335.0,0.624,4348,90,0.837,0.222 +710783358,Existing Customer,46,M,3,High School,Unknown,$80K - $120K,Blue,35,5,3,2,2570.0,1764,806.0,0.786,4442,85,0.771,0.686 +713710383,Existing Customer,43,M,2,High School,Unknown,$80K - $120K,Blue,30,4,2,1,18008.0,2517,15491.0,0.775,2659,55,0.833,0.14 +720815208,Attrited Customer,52,M,0,High School,Single,$120K +,Blue,39,5,3,3,34516.0,216,34300.0,0.556,2395,47,0.306,0.006 +721338783,Existing Customer,49,F,4,Uneducated,Married,Unknown,Blue,36,3,2,3,13483.0,2517,10966.0,0.733,3427,72,0.6,0.187 +714121983,Existing Customer,49,F,3,Graduate,Single,Unknown,Blue,42,4,2,3,4349.0,1400,2949.0,0.641,4694,84,0.75,0.322 +715061733,Existing Customer,42,M,3,College,Single,$60K - $80K,Blue,36,4,1,3,11698.0,1060,10638.0,1.282,3539,81,0.929,0.091 +720520308,Attrited Customer,46,F,4,Graduate,Married,Less than $40K,Blue,28,4,2,3,8318.0,2517,5801.0,0.69,2427,52,0.625,0.303 +806908608,Existing Customer,46,F,2,Unknown,Married,Less than $40K,Blue,41,5,2,3,1438.3,0,1438.3,0.691,3942,78,1.229,0.0 +798972183,Attrited Customer,49,F,2,Unknown,Single,$40K - $60K,Blue,43,1,3,2,1643.0,526,1117.0,0.829,2520,38,0.583,0.32 +715030308,Existing Customer,42,M,4,Graduate,Married,$40K - $60K,Blue,27,5,1,2,1503.0,929,574.0,0.892,4680,67,0.971,0.618 +708244458,Existing Customer,47,F,2,Unknown,Married,Less than $40K,Blue,35,3,3,2,2793.0,1517,1276.0,0.712,3485,72,0.895,0.543 +789479058,Existing Customer,45,F,4,College,Divorced,$40K - $60K,Blue,37,5,3,3,1438.3,0,1438.3,0.835,4459,66,0.833,0.0 +784998108,Existing Customer,33,M,3,High School,Married,$80K - $120K,Blue,22,5,3,2,9094.0,0,9094.0,0.631,4203,76,0.727,0.0 +711808383,Existing Customer,50,M,3,Graduate,Divorced,$60K - $80K,Blue,39,5,1,3,6362.0,1709,4653.0,1.016,4476,85,0.735,0.269 +770839608,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,47,6,1,1,2394.0,1427,967.0,0.803,4611,82,0.783,0.596 +713866308,Existing Customer,45,M,4,Unknown,Single,$60K - $80K,Blue,36,5,2,1,15100.0,2004,13096.0,0.9,4135,76,0.689,0.133 +714250908,Attrited Customer,53,F,2,Graduate,Married,Less than $40K,Blue,47,3,4,2,2927.0,2517,410.0,0.419,2231,60,0.875,0.86 +739317558,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,35,4,3,3,9030.0,2369,6661.0,0.662,4899,84,0.867,0.262 +718702908,Existing Customer,53,F,2,Unknown,Single,Less than $40K,Blue,36,6,2,1,1543.0,1041,502.0,0.92,4312,84,0.647,0.675 +720644883,Existing Customer,53,F,1,College,Married,Unknown,Blue,40,3,2,1,4941.0,1867,3074.0,0.73,5104,87,0.851,0.378 +717182883,Existing Customer,33,F,1,High School,Married,Unknown,Blue,36,3,2,2,2279.0,1432,847.0,0.855,4169,74,0.947,0.628 +719384433,Attrited Customer,44,F,3,High School,Divorced,Less than $40K,Blue,28,5,2,3,1877.0,1203,674.0,0.654,2581,57,0.781,0.641 +787301208,Existing Customer,52,M,2,Uneducated,Divorced,$40K - $60K,Blue,46,5,1,1,1438.3,0,1438.3,0.706,3763,74,0.85,0.0 +720924633,Existing Customer,40,F,5,Graduate,Unknown,Less than $40K,Blue,27,4,2,1,1438.3,0,1438.3,0.984,4397,73,0.553,0.0 +721316358,Existing Customer,41,M,3,High School,Married,$60K - $80K,Blue,28,5,1,1,9577.0,632,8945.0,0.379,4086,62,0.771,0.066 +716118633,Existing Customer,43,M,2,Post-Graduate,Divorced,$60K - $80K,Blue,36,6,1,1,5427.0,2177,3250.0,0.824,4328,73,0.622,0.401 +789880533,Attrited Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,36,5,3,4,5913.0,1651,4262.0,0.79,2404,39,0.56,0.279 +711221958,Attrited Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,26,3,2,2,2867.0,0,2867.0,0.703,2646,41,0.464,0.0 +715510683,Existing Customer,40,F,1,High School,Single,Less than $40K,Blue,29,3,2,2,2506.0,1362,1144.0,0.844,4665,82,0.745,0.543 +718689258,Existing Customer,39,F,2,Doctorate,Married,$40K - $60K,Blue,29,5,2,3,1693.0,1101,592.0,0.778,4203,87,0.851,0.65 +716368008,Attrited Customer,54,F,1,Graduate,Married,Unknown,Blue,36,4,2,2,3137.0,959,2178.0,1.008,2925,41,0.414,0.306 +712092783,Attrited Customer,47,F,3,Doctorate,Single,Less than $40K,Blue,40,6,2,3,2437.0,0,2437.0,0.664,2027,42,0.448,0.0 +789541458,Existing Customer,35,F,1,High School,Married,Less than $40K,Blue,28,6,0,2,1438.3,977,461.3,1.189,4840,85,1.073,0.679 +719539458,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,41,5,3,3,3913.0,0,3913.0,0.722,5170,93,0.86,0.0 +713082708,Existing Customer,41,F,2,High School,Married,Less than $40K,Blue,36,6,2,2,4953.0,991,3962.0,0.342,4183,67,0.489,0.2 +794665608,Existing Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,33,4,2,3,5724.0,582,5142.0,0.817,4510,59,0.903,0.102 +712827258,Existing Customer,37,M,3,Uneducated,Married,$40K - $60K,Blue,25,5,0,3,1438.3,0,1438.3,1.023,5046,77,0.925,0.0 +714525633,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,36,3,3,2,1886.0,1023,863.0,0.708,4233,81,0.884,0.542 +708726708,Attrited Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,36,6,2,3,1451.0,599,852.0,0.752,2192,35,0.458,0.413 +768498258,Existing Customer,47,F,1,High School,Married,Unknown,Blue,41,3,2,3,2950.0,1642,1308.0,0.8,4740,83,0.694,0.557 +712767858,Attrited Customer,42,F,0,College,Single,$40K - $60K,Blue,30,5,2,3,1438.3,1223,215.3,0.491,2181,43,0.593,0.85 +709231683,Existing Customer,36,F,2,Graduate,Unknown,$40K - $60K,Blue,23,6,2,3,2024.0,901,1123.0,0.659,4861,84,0.75,0.445 +712445583,Attrited Customer,33,F,0,College,Single,Unknown,Blue,15,3,1,4,2299.0,0,2299.0,0.663,2323,47,0.469,0.0 +711461658,Existing Customer,47,M,1,High School,Married,$40K - $60K,Blue,29,5,3,2,3291.0,1197,2094.0,0.672,3228,82,0.708,0.364 +713891133,Attrited Customer,41,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,1438.3,834,604.3,0.407,1890,43,0.387,0.58 +710074458,Existing Customer,41,F,5,High School,Divorced,Less than $40K,Blue,34,3,1,3,2137.0,996,1141.0,0.625,4290,90,0.875,0.466 +779279883,Attrited Customer,60,F,2,High School,Married,Less than $40K,Blue,42,3,3,2,1438.3,0,1438.3,0.061,1628,42,0.077,0.0 +719674533,Existing Customer,48,M,3,Unknown,Single,$80K - $120K,Blue,44,5,1,3,16794.0,1527,15267.0,0.912,4040,76,0.689,0.091 +716535408,Existing Customer,43,M,3,Unknown,Married,$40K - $60K,Blue,32,3,1,3,12219.0,1462,10757.0,0.558,3843,69,0.605,0.12 +710319108,Existing Customer,54,F,2,High School,Married,Less than $40K,Blue,47,4,2,3,1804.0,1298,506.0,0.758,4542,73,0.921,0.72 +714777858,Existing Customer,60,F,2,Unknown,Married,Less than $40K,Blue,36,6,3,2,2343.0,2066,277.0,0.72,4858,69,0.917,0.882 +769974258,Existing Customer,44,M,3,Post-Graduate,Single,$80K - $120K,Blue,38,5,2,3,19724.0,0,19724.0,0.644,3830,82,0.673,0.0 +717819633,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,42,6,1,2,3949.0,1463,2486.0,1.072,4124,57,0.839,0.37 +712953483,Attrited Customer,64,F,0,Graduate,Single,Less than $40K,Blue,36,1,3,4,1682.0,0,1682.0,0.75,1811,39,0.5,0.0 +779029458,Attrited Customer,54,F,1,Post-Graduate,Single,Less than $40K,Blue,35,4,3,3,1724.0,0,1724.0,0.67,2725,47,0.424,0.0 +721321383,Existing Customer,50,F,3,Doctorate,Married,Less than $40K,Blue,41,3,3,2,2372.0,1148,1224.0,0.872,4418,80,0.818,0.484 +716973333,Existing Customer,40,M,3,Uneducated,Married,$120K +,Blue,28,3,3,2,4642.0,1676,2966.0,0.615,5080,76,0.81,0.361 +709946658,Existing Customer,49,F,4,College,Single,$40K - $60K,Blue,30,5,3,3,2765.0,1211,1554.0,0.736,4629,58,0.706,0.438 +709243533,Existing Customer,49,F,2,Unknown,Single,Less than $40K,Blue,41,5,3,2,2555.0,1815,740.0,0.847,4552,75,0.829,0.71 +709999308,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,40,3,2,2,3150.0,0,3150.0,0.75,3477,78,0.857,0.0 +712389108,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2570.0,2107,463.0,0.651,4058,83,0.766,0.82 +712305333,Existing Customer,59,M,0,Graduate,Single,$60K - $80K,Blue,53,4,2,2,4386.0,2505,1881.0,0.806,4064,65,0.806,0.571 +812785158,Existing Customer,42,M,4,Uneducated,Married,Less than $40K,Blue,37,4,3,2,2411.0,1797,614.0,0.607,4331,63,0.5,0.745 +765459858,Attrited Customer,47,M,3,Graduate,Divorced,Less than $40K,Blue,40,4,4,3,6397.0,0,6397.0,0.632,2511,56,0.556,0.0 +714894708,Attrited Customer,53,M,1,Uneducated,Unknown,$120K +,Blue,45,4,4,2,23958.0,2517,21441.0,0.702,2777,45,0.552,0.105 +711296508,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,42,5,2,3,2608.0,2455,153.0,0.886,4776,85,0.889,0.941 +795713058,Existing Customer,45,M,3,Post-Graduate,Married,$40K - $60K,Blue,39,3,1,2,4409.0,1753,2656.0,0.55,4292,76,0.652,0.398 +789487308,Existing Customer,48,M,2,Doctorate,Single,$60K - $80K,Blue,39,3,2,2,10033.0,0,10033.0,0.644,4106,78,0.902,0.0 +720130233,Attrited Customer,48,M,2,High School,Single,$60K - $80K,Blue,36,4,3,1,1641.0,0,1641.0,0.791,2536,45,0.364,0.0 +789047208,Existing Customer,57,F,2,High School,Single,Less than $40K,Blue,45,4,1,3,2454.0,1610,844.0,1.036,4983,79,0.795,0.656 +715864983,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,43,5,2,2,1978.0,0,1978.0,0.641,4870,83,0.844,0.0 +708765933,Existing Customer,46,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,3,2,2,5464.0,887,4577.0,0.554,4866,81,0.62,0.162 +809320908,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,37,3,3,3,5951.0,0,5951.0,0.742,4160,84,0.867,0.0 +779324358,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,31,6,1,3,2381.0,1603,778.0,0.687,4013,79,0.756,0.673 +713730108,Existing Customer,48,M,4,Post-Graduate,Divorced,$60K - $80K,Blue,38,3,2,2,11596.0,1258,10338.0,0.426,4686,67,0.675,0.108 +711783483,Existing Customer,55,F,3,Post-Graduate,Single,$40K - $60K,Blue,46,4,3,2,5162.0,984,4178.0,0.842,3562,72,0.895,0.191 +719294433,Existing Customer,63,F,1,Uneducated,Single,Unknown,Blue,55,4,3,1,16312.0,520,15792.0,0.806,4366,68,0.659,0.032 +718279008,Attrited Customer,44,M,3,High School,Single,$60K - $80K,Silver,36,5,2,3,25276.0,0,25276.0,0.849,2282,38,0.583,0.0 +721238508,Existing Customer,38,F,3,High School,Single,Less than $40K,Blue,26,3,3,3,1939.0,1484,455.0,0.576,4790,77,0.75,0.765 +709365483,Existing Customer,45,F,2,Doctorate,Divorced,$40K - $60K,Blue,36,5,3,3,2788.0,1826,962.0,0.521,4437,67,0.595,0.655 +718477983,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,42,4,2,3,1438.3,1108,330.3,0.782,4776,90,0.765,0.77 +719809533,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,36,6,1,4,2448.0,1969,479.0,0.713,5066,84,0.75,0.804 +717239133,Existing Customer,52,F,1,College,Married,Unknown,Blue,40,5,3,1,10317.0,642,9675.0,0.553,3939,60,0.875,0.062 +814091058,Attrited Customer,38,F,1,College,Single,Less than $40K,Blue,33,6,2,3,3119.0,2517,602.0,0.722,2492,50,0.515,0.807 +710555433,Attrited Customer,42,F,4,Graduate,Single,Less than $40K,Blue,36,6,2,2,2803.0,0,2803.0,0.623,2216,40,0.6,0.0 +770956158,Existing Customer,43,F,4,Graduate,Unknown,Less than $40K,Blue,30,3,2,1,2397.0,2151,246.0,0.839,4140,68,0.744,0.897 +718263108,Attrited Customer,44,F,3,Unknown,Divorced,Less than $40K,Blue,32,3,3,2,1693.0,1457,236.0,0.919,2829,42,0.615,0.861 +715984908,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,2,2866.0,1882,984.0,0.803,4850,84,0.826,0.657 +711020358,Existing Customer,52,F,3,Uneducated,Unknown,$40K - $60K,Blue,36,5,2,2,2498.0,1650,848.0,0.673,4434,79,0.837,0.661 +788769783,Existing Customer,42,F,4,College,Divorced,Less than $40K,Blue,23,6,1,3,1878.0,1024,854.0,0.76,4707,74,0.897,0.545 +715496808,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,36,6,3,3,2712.0,2487,225.0,0.571,4159,69,0.683,0.917 +779931783,Attrited Customer,52,M,2,High School,Single,$120K +,Blue,38,6,3,3,34516.0,0,34516.0,0.639,2213,47,0.382,0.0 +818763033,Existing Customer,34,F,3,Graduate,Married,$40K - $60K,Blue,29,6,1,1,6169.0,2517,3652.0,1.117,4794,71,0.69,0.408 +711953358,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,35,4,2,2,6205.0,2264,3941.0,0.773,4605,88,0.725,0.365 +716485308,Existing Customer,43,F,2,Unknown,Unknown,Less than $40K,Blue,36,4,3,3,1780.0,1541,239.0,0.839,5008,93,0.722,0.866 +716432658,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,36,5,2,1,1438.3,0,1438.3,0.646,4490,65,0.625,0.0 +712691883,Attrited Customer,41,F,2,High School,Married,Less than $40K,Blue,36,3,2,2,2811.0,2404,407.0,0.491,2245,41,0.464,0.855 +712611108,Attrited Customer,59,F,1,Unknown,Single,Less than $40K,Blue,53,5,6,2,7501.0,2517,4984.0,0.663,2280,49,0.531,0.336 +716245833,Existing Customer,62,M,1,Graduate,Unknown,Less than $40K,Blue,36,6,3,2,2856.0,2517,339.0,0.615,4473,67,0.489,0.881 +780052008,Existing Customer,37,M,3,Unknown,Single,$80K - $120K,Blue,22,4,2,2,29898.0,1414,28484.0,0.453,3883,68,0.7,0.047 +709759908,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,36,4,2,2,1939.0,685,1254.0,0.421,4327,84,0.68,0.353 +788667408,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,21,6,1,1,2965.0,1819,1146.0,0.796,4475,66,0.692,0.613 +721449408,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,25,6,2,1,2812.0,2029,783.0,0.634,4763,74,0.762,0.722 +708316008,Attrited Customer,59,F,1,Graduate,Single,Unknown,Blue,36,3,2,3,10031.0,0,10031.0,0.238,1792,29,0.074,0.0 +714655758,Existing Customer,62,M,0,Graduate,Divorced,$40K - $60K,Blue,36,6,3,2,4049.0,0,4049.0,0.567,4003,73,0.659,0.0 +711846183,Attrited Customer,38,F,3,Graduate,Single,$40K - $60K,Blue,26,3,2,3,2669.0,0,2669.0,0.67,2271,31,0.722,0.0 +720612333,Attrited Customer,44,F,3,College,Single,Less than $40K,Blue,28,6,2,2,1951.0,0,1951.0,0.772,2697,45,0.731,0.0 +714673833,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,1528.0,0,1528.0,0.669,4411,77,0.833,0.0 +710525508,Attrited Customer,48,F,2,High School,Married,Less than $40K,Blue,36,6,3,3,1438.3,455,983.3,0.626,2090,50,0.562,0.316 +757854858,Attrited Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,43,4,3,4,3143.0,0,3143.0,0.764,2297,37,0.321,0.0 +714658233,Existing Customer,46,F,5,High School,Unknown,Less than $40K,Blue,37,4,3,3,1438.3,725,713.3,0.715,3916,79,0.795,0.504 +716381808,Existing Customer,43,M,2,Unknown,Single,$40K - $60K,Blue,36,4,4,1,8406.0,0,8406.0,0.743,3820,75,0.63,0.0 +720831783,Existing Customer,50,F,0,High School,Unknown,Less than $40K,Blue,36,3,2,1,2242.0,888,1354.0,0.661,4708,81,0.558,0.396 +714319233,Attrited Customer,44,M,5,Graduate,Divorced,$60K - $80K,Blue,36,3,3,6,6538.0,0,6538.0,0.556,2132,33,0.571,0.0 +718178583,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,29,3,3,1,4710.0,1604,3106.0,0.607,4663,78,0.814,0.341 +708886533,Existing Customer,50,M,1,Graduate,Single,$120K +,Blue,41,4,1,3,13032.0,1701,11331.0,0.904,4348,77,0.878,0.131 +716239383,Existing Customer,45,F,4,High School,Married,Less than $40K,Blue,36,5,2,2,2225.0,0,2225.0,0.611,4138,85,0.771,0.0 +714672933,Existing Customer,52,F,3,Graduate,Married,$40K - $60K,Blue,36,6,4,2,3143.0,2268,875.0,0.801,4417,84,0.68,0.722 +809954133,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,44,6,1,3,5013.0,0,5013.0,0.822,5223,84,0.909,0.0 +714855108,Existing Customer,60,F,0,High School,Married,Less than $40K,Blue,50,6,0,1,3466.0,973,2493.0,0.652,4073,69,0.605,0.281 +718730283,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,18,5,3,3,1686.0,1206,480.0,0.767,4891,68,0.511,0.715 +709232808,Attrited Customer,44,F,3,Unknown,Divorced,$40K - $60K,Blue,34,2,3,2,1689.0,0,1689.0,0.202,1588,37,0.276,0.0 +804428958,Existing Customer,47,M,1,Graduate,Married,$40K - $60K,Blue,42,3,2,1,1626.0,0,1626.0,0.783,4847,78,1.053,0.0 +711474333,Attrited Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,51,3,5,2,1614.0,0,1614.0,0.241,1690,38,0.357,0.0 +720070383,Existing Customer,41,F,3,Uneducated,Single,Unknown,Blue,29,6,3,3,2429.0,1966,463.0,1.046,4775,84,0.787,0.809 +720322008,Existing Customer,35,F,2,Unknown,Married,$40K - $60K,Blue,15,4,2,1,1438.3,834,604.3,0.684,4551,82,0.64,0.58 +714527433,Attrited Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,30,5,2,2,17523.0,0,17523.0,0.424,1974,54,0.688,0.0 +789267633,Existing Customer,54,F,2,College,Married,Less than $40K,Blue,43,3,4,1,2573.0,1760,813.0,0.676,4404,93,0.824,0.684 +714523383,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,33,3,2,2,2900.0,2122,778.0,0.631,4656,59,1.458,0.732 +713996283,Existing Customer,32,F,2,Post-Graduate,Single,Less than $40K,Blue,36,4,5,1,2352.0,2176,176.0,0.857,5209,93,0.755,0.925 +714557583,Existing Customer,58,F,2,College,Single,Less than $40K,Blue,36,6,4,0,2212.0,1902,310.0,0.691,4976,79,0.975,0.86 +714014733,Attrited Customer,33,M,2,College,Single,$80K - $120K,Blue,36,4,3,2,9642.0,1431,8211.0,0.561,2172,33,0.571,0.148 +779065458,Existing Customer,56,M,1,High School,Married,$120K +,Blue,37,4,1,3,9257.0,0,9257.0,0.722,4212,72,0.895,0.0 +712733958,Attrited Customer,46,F,2,Unknown,Single,Less than $40K,Blue,36,6,3,3,1731.0,0,1731.0,0.529,2304,46,1.0,0.0 +719231583,Existing Customer,61,M,1,Graduate,Unknown,$60K - $80K,Blue,49,6,2,2,16929.0,1838,15091.0,0.551,4799,79,0.519,0.109 +778801608,Existing Customer,50,M,2,College,Married,$80K - $120K,Blue,39,6,4,2,3606.0,1862,1744.0,0.689,3568,92,0.804,0.516 +720728133,Existing Customer,44,M,4,Uneducated,Single,$40K - $60K,Blue,33,4,3,3,1714.0,0,1714.0,0.849,4180,71,0.919,0.0 +718153233,Existing Customer,46,M,3,Uneducated,Married,$80K - $120K,Blue,36,3,2,2,23512.0,1562,21950.0,0.632,3764,60,0.538,0.066 +716122008,Attrited Customer,44,F,3,Unknown,Married,Less than $40K,Blue,35,3,3,2,1855.0,0,1855.0,0.988,2544,27,0.929,0.0 +714960408,Attrited Customer,44,F,3,College,Single,Less than $40K,Blue,34,4,3,1,1605.0,890,715.0,0.742,2722,45,0.5,0.555 +772382283,Attrited Customer,46,F,3,Graduate,Married,Less than $40K,Blue,36,3,3,3,2302.0,1593,709.0,0.671,2689,49,0.324,0.692 +817236708,Existing Customer,42,M,3,Uneducated,Married,$60K - $80K,Blue,25,6,2,3,13546.0,1720,11826.0,0.538,3943,73,0.698,0.127 +714266883,Attrited Customer,54,F,4,Post-Graduate,Unknown,Less than $40K,Blue,44,5,3,3,2440.0,503,1937.0,0.415,2334,51,0.594,0.206 +792795933,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,30,5,6,2,2669.0,2397,272.0,0.807,3847,65,0.585,0.898 +717219933,Attrited Customer,47,F,3,Unknown,Single,Less than $40K,Blue,35,4,3,6,2402.0,628,1774.0,0.689,1930,48,0.6,0.261 +719986758,Attrited Customer,46,F,2,Unknown,Single,$40K - $60K,Blue,33,5,3,6,3001.0,0,3001.0,0.74,2577,39,0.444,0.0 +712326708,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,31,6,2,3,2552.0,2220,332.0,0.782,4437,61,1.033,0.87 +721505358,Existing Customer,41,F,3,Unknown,Married,Less than $40K,Blue,34,3,6,2,2679.0,2214,465.0,1.036,4682,81,0.841,0.826 +804337233,Existing Customer,45,F,4,High School,Single,Less than $40K,Blue,35,3,2,2,1502.0,0,1502.0,0.739,4890,61,0.794,0.0 +785351133,Existing Customer,61,F,1,Graduate,Unknown,$40K - $60K,Blue,55,4,3,3,1438.3,0,1438.3,0.573,4518,81,0.723,0.0 +714034158,Existing Customer,46,F,4,Unknown,Married,Less than $40K,Blue,38,5,2,3,3331.0,1307,2024.0,0.617,3946,69,0.683,0.392 +720349983,Existing Customer,32,F,1,Unknown,Divorced,Less than $40K,Blue,19,3,2,1,1438.3,0,1438.3,0.686,4593,79,0.612,0.0 +720155583,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,39,3,2,3,2426.0,1589,837.0,0.87,5175,82,0.822,0.655 +806140383,Attrited Customer,59,M,2,High School,Single,$80K - $120K,Blue,54,3,2,2,2791.0,2396,395.0,0.889,2658,43,0.344,0.858 +799031958,Existing Customer,49,M,2,Unknown,Unknown,$80K - $120K,Blue,43,5,2,2,18379.0,999,17380.0,0.466,4122,70,0.707,0.054 +719556558,Existing Customer,46,M,2,Doctorate,Married,$120K +,Blue,34,6,3,1,3499.0,1759,1740.0,0.635,3972,67,0.558,0.503 +771455508,Existing Customer,60,F,0,College,Single,Less than $40K,Blue,48,5,1,3,1438.3,0,1438.3,0.653,4104,83,0.729,0.0 +712214283,Existing Customer,40,M,2,Graduate,Married,$120K +,Blue,28,6,3,3,18295.0,0,18295.0,0.625,4827,70,0.75,0.0 +712667058,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,29,4,1,3,1568.0,995,573.0,0.908,4531,76,0.81,0.635 +715393908,Existing Customer,57,F,2,Post-Graduate,Married,Less than $40K,Blue,36,3,0,1,2712.0,1445,1267.0,0.819,4520,79,0.881,0.533 +751518633,Attrited Customer,48,M,5,Post-Graduate,Single,$120K +,Silver,41,5,3,1,34516.0,2517,31999.0,0.553,2260,50,0.786,0.073 +769100508,Existing Customer,55,F,5,High School,Single,Less than $40K,Blue,49,6,2,1,2177.0,1472,705.0,0.787,5228,77,0.674,0.676 +720582558,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,34,3,3,1,2296.0,0,2296.0,0.749,5108,87,0.74,0.0 +710773533,Existing Customer,43,F,3,Post-Graduate,Married,Less than $40K,Blue,35,5,3,3,2435.0,1595,840.0,0.691,5268,88,0.66,0.655 +712395408,Attrited Customer,51,F,3,Graduate,Divorced,Less than $40K,Blue,41,5,3,3,1495.0,691,804.0,0.705,2552,42,0.556,0.462 +818459733,Attrited Customer,41,M,3,Doctorate,Single,$120K +,Blue,26,3,2,2,9220.0,0,9220.0,0.733,2276,32,0.6,0.0 +708867408,Attrited Customer,52,M,2,High School,Married,$60K - $80K,Blue,40,3,4,2,23128.0,1958,21170.0,0.604,2050,35,0.667,0.085 +772457583,Existing Customer,47,F,2,Doctorate,Single,Less than $40K,Blue,37,3,0,1,4254.0,1204,3050.0,0.538,5385,93,0.691,0.283 +810271083,Attrited Customer,47,F,3,Unknown,Single,$40K - $60K,Blue,42,1,5,3,14897.0,0,14897.0,0.489,2164,53,0.606,0.0 +712649058,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,2,3554.0,0,3554.0,0.929,4121,82,0.783,0.0 +788737083,Existing Customer,34,F,2,High School,Married,Less than $40K,Blue,13,6,2,2,1798.0,833,965.0,0.882,4551,84,0.787,0.463 +714012258,Existing Customer,44,F,2,College,Single,Less than $40K,Blue,34,3,2,1,2429.0,1687,742.0,0.766,4122,74,0.85,0.695 +757662258,Existing Customer,46,F,4,Graduate,Divorced,$40K - $60K,Blue,39,3,1,1,2477.0,1480,997.0,0.826,5138,77,0.974,0.597 +714388158,Existing Customer,36,F,2,Uneducated,Divorced,Unknown,Blue,36,3,2,1,14304.0,699,13605.0,0.549,4746,73,0.521,0.049 +720067083,Existing Customer,30,F,0,High School,Single,Less than $40K,Blue,36,5,1,1,1536.0,801,735.0,0.944,3904,74,0.897,0.521 +814529508,Existing Customer,39,F,3,High School,Unknown,Unknown,Blue,34,4,3,2,15370.0,686,14684.0,0.81,4106,71,1.029,0.045 +794068308,Existing Customer,45,M,4,Unknown,Unknown,$40K - $60K,Gold,39,5,1,2,23981.0,1684,22297.0,0.736,4141,73,0.521,0.07 +824812983,Existing Customer,42,M,3,Unknown,Single,$60K - $80K,Blue,38,5,1,1,6318.0,1397,4921.0,0.517,4166,86,0.755,0.221 +713396358,Existing Customer,32,F,1,Graduate,Single,Unknown,Blue,13,5,1,3,3558.0,816,2742.0,0.77,4878,71,0.578,0.229 +719420883,Attrited Customer,56,F,4,Graduate,Unknown,Less than $40K,Blue,44,5,3,3,1677.0,0,1677.0,0.835,2477,45,0.324,0.0 +785500533,Existing Customer,53,F,4,Unknown,Married,Less than $40K,Blue,47,3,2,2,2734.0,2085,649.0,0.764,4064,66,0.784,0.763 +712138008,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,1,2396.0,1663,733.0,0.645,4569,70,0.667,0.694 +709279608,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,35,5,2,3,9852.0,2277,7575.0,0.831,3813,71,0.614,0.231 +788771733,Existing Customer,49,M,4,High School,Single,$60K - $80K,Blue,30,5,3,3,1579.0,900,679.0,0.592,4354,70,0.707,0.57 +753365883,Attrited Customer,44,F,3,Unknown,Single,Unknown,Blue,37,3,2,3,1900.0,0,1900.0,0.864,2298,45,0.452,0.0 +770717883,Existing Customer,42,F,2,College,Married,$40K - $60K,Blue,28,6,2,1,1820.0,0,1820.0,0.658,4592,67,0.811,0.0 +716919633,Existing Customer,58,F,1,Uneducated,Unknown,$40K - $60K,Blue,39,5,1,1,2406.0,0,2406.0,1.016,4450,73,0.698,0.0 +717915783,Attrited Customer,60,M,0,Unknown,Married,$60K - $80K,Blue,47,5,1,3,4541.0,1037,3504.0,0.825,2829,44,0.467,0.228 +720099708,Existing Customer,51,F,4,Unknown,Single,Less than $40K,Blue,43,6,3,2,3124.0,2517,607.0,0.635,4716,68,0.581,0.806 +711004533,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,26,6,3,1,2240.0,1664,576.0,0.691,4399,80,0.6,0.743 +709482633,Existing Customer,43,F,4,Uneducated,Married,$40K - $60K,Blue,31,4,1,3,1773.0,882,891.0,0.68,5400,84,0.615,0.497 +717381183,Existing Customer,27,F,0,Graduate,Married,Less than $40K,Blue,36,3,2,2,1674.0,752,922.0,0.963,4513,57,0.966,0.449 +719716983,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,39,4,3,3,3257.0,0,3257.0,0.757,4042,85,0.848,0.0 +711117108,Existing Customer,48,F,3,High School,Married,Unknown,Silver,36,4,2,3,32611.0,1718,30893.0,0.971,3916,61,0.605,0.053 +780567408,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,38,5,1,2,3027.0,1671,1356.0,0.934,3912,77,0.925,0.552 +778810083,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,35,4,3,3,4210.0,0,4210.0,1.027,4175,58,0.933,0.0 +778696608,Existing Customer,46,M,3,Graduate,Divorced,$40K - $60K,Blue,27,5,2,3,10931.0,2297,8634.0,0.639,4802,73,0.872,0.21 +771469758,Existing Customer,55,M,3,Graduate,Single,$120K +,Blue,43,5,1,3,34516.0,0,34516.0,0.813,4131,66,0.61,0.0 +714172158,Existing Customer,51,F,0,Doctorate,Single,$40K - $60K,Blue,36,3,2,1,2637.0,1009,1628.0,0.574,4525,83,0.729,0.383 +713713983,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,33,4,2,2,2899.0,1952,947.0,0.667,4906,94,0.679,0.673 +787454133,Existing Customer,40,M,2,Unknown,Divorced,$120K +,Blue,26,3,2,3,1438.3,0,1438.3,0.634,4776,82,0.673,0.0 +709597983,Existing Customer,65,M,0,Doctorate,Divorced,Less than $40K,Blue,56,6,1,3,1573.0,653,920.0,0.71,3349,77,0.674,0.415 +708298233,Attrited Customer,49,F,3,Graduate,Married,Less than $40K,Blue,37,4,2,1,6184.0,0,6184.0,0.476,1756,49,0.324,0.0 +779885358,Existing Customer,51,M,0,College,Married,$120K +,Silver,35,5,1,2,34516.0,2332,32184.0,0.8,4587,82,0.745,0.068 +709938708,Existing Customer,56,F,3,Uneducated,Married,Unknown,Blue,47,4,1,2,1822.0,1118,704.0,0.896,4576,78,0.529,0.614 +719620983,Existing Customer,41,F,2,Unknown,Single,Less than $40K,Blue,29,6,3,0,2701.0,1839,862.0,0.765,4406,80,0.778,0.681 +712329933,Attrited Customer,47,F,1,High School,Unknown,Less than $40K,Blue,41,6,3,2,3654.0,0,3654.0,0.63,1998,44,0.467,0.0 +798280683,Existing Customer,37,M,3,Post-Graduate,Single,$80K - $120K,Blue,31,6,3,3,2626.0,1736,890.0,0.786,4714,93,0.788,0.661 +715265208,Existing Customer,48,F,1,High School,Single,Less than $40K,Blue,36,4,3,3,1438.3,812,626.3,0.667,3868,80,0.702,0.565 +826069983,Existing Customer,46,F,4,Graduate,Single,Unknown,Blue,42,4,0,3,13376.0,1633,11743.0,0.98,4515,63,1.172,0.122 +708890958,Existing Customer,55,M,3,Graduate,Single,$120K +,Blue,42,3,3,2,31636.0,2517,29119.0,0.718,4231,68,1.061,0.08 +708818508,Existing Customer,36,M,1,Unknown,Married,Less than $40K,Blue,26,5,2,2,3453.0,2517,936.0,0.585,4386,68,0.789,0.729 +795784008,Attrited Customer,44,F,3,Graduate,Married,Less than $40K,Blue,38,4,2,3,3889.0,2517,1372.0,0.405,1718,37,0.276,0.647 +714965958,Existing Customer,47,F,4,Post-Graduate,Unknown,$40K - $60K,Blue,36,6,2,3,2216.0,1800,416.0,0.751,4711,83,0.694,0.812 +716328558,Existing Customer,46,M,2,Uneducated,Married,$80K - $120K,Blue,38,4,5,2,11434.0,0,11434.0,0.84,4520,83,0.844,0.0 +780747033,Existing Customer,43,F,5,Graduate,Married,Unknown,Blue,34,5,1,3,3146.0,808,2338.0,0.711,4149,66,0.784,0.257 +710962308,Existing Customer,57,F,4,High School,Single,Unknown,Blue,36,3,6,3,4396.0,834,3562.0,0.66,4826,88,0.913,0.19 +713254983,Existing Customer,62,M,0,Uneducated,Single,$60K - $80K,Blue,50,5,2,2,14314.0,656,13658.0,0.822,4355,70,0.667,0.046 +720275358,Attrited Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,30,4,3,2,1889.0,0,1889.0,0.874,2479,46,0.533,0.0 +715964058,Existing Customer,39,F,1,High School,Single,Less than $40K,Blue,31,5,2,1,1862.0,726,1136.0,0.63,5105,79,1.026,0.39 +721461258,Existing Customer,53,M,0,High School,Married,$40K - $60K,Blue,39,5,2,2,2875.0,1671,1204.0,0.923,4399,88,0.692,0.581 +710727333,Attrited Customer,49,F,3,High School,Married,Less than $40K,Blue,36,4,2,2,1763.0,0,1763.0,0.896,2813,43,0.536,0.0 +717325158,Existing Customer,46,F,5,Graduate,Married,$40K - $60K,Blue,33,3,1,1,1438.3,883,555.3,0.708,4474,63,0.853,0.614 +825856083,Existing Customer,39,M,1,Post-Graduate,Single,$40K - $60K,Blue,35,5,1,1,2623.0,2121,502.0,0.722,4078,70,0.795,0.809 +807136758,Attrited Customer,58,F,2,High School,Married,Less than $40K,Blue,53,3,0,2,1944.0,0,1944.0,0.613,2412,40,0.481,0.0 +715400733,Attrited Customer,43,F,3,Uneducated,Married,$40K - $60K,Blue,36,6,4,3,1438.3,0,1438.3,0.747,2116,38,0.583,0.0 +713927283,Existing Customer,39,F,1,Graduate,Single,Unknown,Blue,34,3,1,1,2884.0,2517,367.0,0.693,4809,87,0.74,0.873 +711594858,Existing Customer,44,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,2,2936.0,1297,1639.0,0.556,4509,70,0.795,0.442 +711389358,Attrited Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,23,5,3,2,5791.0,2517,3274.0,0.69,2516,64,0.641,0.435 +720769533,Existing Customer,65,M,0,Graduate,Single,$40K - $60K,Blue,36,4,0,1,1438.3,682,756.3,0.713,4427,63,1.172,0.474 +715736283,Existing Customer,55,F,4,Doctorate,Single,Less than $40K,Blue,44,3,1,1,1912.0,0,1912.0,0.783,4666,98,0.719,0.0 +768949983,Existing Customer,31,F,2,Unknown,Single,Unknown,Blue,25,5,3,1,3288.0,2495,793.0,0.805,4370,83,0.886,0.759 +711253383,Attrited Customer,48,F,2,Unknown,Married,Unknown,Blue,38,6,2,3,4382.0,0,4382.0,0.714,2446,34,0.417,0.0 +798457833,Existing Customer,46,F,3,Graduate,Married,Unknown,Blue,40,5,1,3,3595.0,1087,2508.0,0.528,4534,71,0.919,0.302 +794554683,Attrited Customer,41,F,4,Graduate,Married,Less than $40K,Blue,26,4,2,2,3159.0,0,3159.0,0.916,2925,46,0.353,0.0 +789996783,Existing Customer,36,F,3,Uneducated,Unknown,Unknown,Blue,28,5,3,2,5393.0,2509,2884.0,0.679,4769,102,0.729,0.465 +712220283,Existing Customer,37,M,2,Graduate,Unknown,$80K - $120K,Blue,28,3,2,3,12222.0,0,12222.0,0.861,4215,63,0.537,0.0 +751150233,Existing Customer,43,M,5,Graduate,Single,Less than $40K,Blue,36,3,2,2,1438.3,0,1438.3,0.644,4459,65,0.477,0.0 +715815783,Existing Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,29,3,2,2,3429.0,0,3429.0,0.637,4591,85,0.771,0.0 +712599783,Existing Customer,39,M,3,Uneducated,Single,$80K - $120K,Blue,36,4,2,1,12618.0,1585,11033.0,0.586,4768,82,0.864,0.126 +719653308,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,40,5,2,2,6049.0,796,5253.0,0.821,4468,71,0.511,0.132 +708928908,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,23,4,3,3,2533.0,0,2533.0,0.998,5128,74,0.947,0.0 +709780158,Existing Customer,52,F,1,Graduate,Single,Unknown,Blue,35,4,4,2,2411.0,1379,1032.0,0.869,4812,79,0.717,0.572 +768675483,Existing Customer,41,M,4,College,Divorced,$60K - $80K,Blue,35,5,3,2,2001.0,0,2001.0,0.791,4455,82,0.64,0.0 +714243408,Existing Customer,46,F,2,Graduate,Single,Unknown,Blue,36,4,6,2,2042.0,1359,683.0,0.796,4917,73,0.973,0.666 +711323283,Attrited Customer,57,M,2,Uneducated,Married,$60K - $80K,Blue,41,3,3,2,2527.0,1030,1497.0,0.714,2767,43,0.387,0.408 +713499408,Existing Customer,49,M,1,Unknown,Married,Less than $40K,Blue,35,5,2,2,1438.3,0,1438.3,0.681,4109,71,0.919,0.0 +719245983,Existing Customer,46,F,4,Post-Graduate,Married,Unknown,Blue,38,6,3,2,13816.0,955,12861.0,0.699,4238,73,0.659,0.069 +810789708,Existing Customer,38,F,1,Post-Graduate,Single,Less than $40K,Blue,33,4,2,1,2256.0,0,2256.0,0.713,4587,92,0.878,0.0 +710301858,Existing Customer,49,F,5,High School,Married,Unknown,Silver,36,6,2,2,34516.0,2019,32497.0,0.614,3820,72,0.532,0.058 +718611333,Existing Customer,55,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,6,1,0,6400.0,1979,4421.0,0.696,4475,91,0.685,0.309 +787557258,Existing Customer,52,F,4,Graduate,Married,Unknown,Blue,42,5,3,2,1816.0,0,1816.0,0.664,4957,78,0.773,0.0 +711533058,Existing Customer,42,F,2,Doctorate,Single,$40K - $60K,Blue,29,6,2,3,3347.0,2240,1107.0,0.898,5533,85,0.735,0.669 +715805133,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,43,6,2,2,2705.0,1581,1124.0,0.851,5532,81,0.841,0.584 +708680583,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,36,4,1,2,2043.0,1590,453.0,0.618,4940,68,0.619,0.778 +789454683,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,4,2,2,1912.0,1281,631.0,0.693,5046,79,0.717,0.67 +711428733,Existing Customer,50,F,3,Post-Graduate,Divorced,$40K - $60K,Blue,39,3,2,2,3028.0,1339,1689.0,0.843,4144,64,0.684,0.442 +715842183,Existing Customer,42,F,5,High School,Married,Less than $40K,Blue,35,5,4,3,1514.0,745,769.0,0.694,4004,69,0.683,0.492 +815772333,Existing Customer,48,F,2,Unknown,Single,Less than $40K,Blue,43,6,3,3,1438.3,0,1438.3,0.816,4059,89,0.816,0.0 +778255083,Existing Customer,52,F,1,Uneducated,Married,Less than $40K,Blue,42,5,3,3,3103.0,2517,586.0,0.881,4641,80,1.0,0.811 +715571583,Existing Customer,57,F,2,Doctorate,Divorced,Less than $40K,Blue,47,5,1,2,2504.0,1915,589.0,0.897,4847,86,0.654,0.765 +720711483,Attrited Customer,56,F,1,High School,Married,Unknown,Blue,42,5,2,3,3674.0,2517,1157.0,0.854,2608,45,0.731,0.685 +827436483,Existing Customer,48,M,1,Graduate,Married,$80K - $120K,Blue,44,6,1,3,2916.0,0,2916.0,0.792,4336,72,0.714,0.0 +710715783,Existing Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,45,5,2,3,1633.0,0,1633.0,0.725,4436,75,0.667,0.0 +758367933,Existing Customer,56,M,2,Uneducated,Single,$80K - $120K,Blue,49,5,3,2,5466.0,0,5466.0,0.587,4435,79,0.881,0.0 +721399833,Existing Customer,43,F,2,High School,Married,$40K - $60K,Blue,34,3,1,3,2032.0,1008,1024.0,0.879,4736,86,0.83,0.496 +708727983,Existing Customer,62,M,0,Uneducated,Single,$60K - $80K,Blue,36,6,1,3,3933.0,0,3933.0,0.884,3048,54,0.688,0.0 +802822833,Existing Customer,51,M,3,Uneducated,Unknown,$80K - $120K,Blue,45,5,2,2,21328.0,0,21328.0,0.783,3825,76,0.949,0.0 +713276733,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,3,1,3,3562.0,2107,1455.0,0.394,4490,90,0.667,0.592 +809440008,Attrited Customer,39,F,2,High School,Single,Unknown,Blue,34,3,3,1,2069.0,550,1519.0,0.783,2716,43,0.433,0.266 +716959833,Existing Customer,45,M,3,Graduate,Single,$120K +,Blue,31,5,2,2,3534.0,0,3534.0,0.536,3973,66,0.784,0.0 +714432108,Existing Customer,56,F,3,Uneducated,Married,$40K - $60K,Blue,46,5,3,3,2402.0,1892,510.0,0.645,4610,76,0.81,0.788 +772580958,Existing Customer,57,F,2,Uneducated,Married,Unknown,Blue,47,3,2,2,3136.0,2138,998.0,0.699,4930,80,0.739,0.682 +715071483,Existing Customer,60,F,1,Uneducated,Divorced,$40K - $60K,Blue,52,4,2,3,2802.0,2517,285.0,0.664,4392,81,0.723,0.898 +712410858,Existing Customer,50,F,4,Uneducated,Married,Unknown,Blue,40,4,1,3,2315.0,1336,979.0,0.771,4143,65,0.667,0.577 +715395933,Existing Customer,44,F,3,College,Unknown,Unknown,Blue,35,5,2,2,11238.0,2336,8902.0,0.911,5302,70,0.892,0.208 +711237633,Attrited Customer,49,M,0,Graduate,Married,$60K - $80K,Blue,29,3,3,3,1460.0,0,1460.0,0.738,2329,36,0.5,0.0 +781337658,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,44,3,1,2,2602.0,1612,990.0,0.906,5532,85,0.735,0.62 +718913358,Attrited Customer,36,M,2,Graduate,Single,Less than $40K,Blue,36,3,3,3,4225.0,2517,1708.0,0.662,2659,43,0.387,0.596 +715784808,Existing Customer,57,F,4,Post-Graduate,Single,$40K - $60K,Blue,48,4,2,1,2576.0,1678,898.0,0.771,3913,86,0.72,0.651 +718452633,Attrited Customer,35,F,4,Graduate,Married,Unknown,Blue,36,4,3,3,1931.0,0,1931.0,0.695,2569,46,0.394,0.0 +769883733,Attrited Customer,46,M,3,Post-Graduate,Single,$40K - $60K,Blue,40,3,4,2,2344.0,0,2344.0,0.412,2098,31,0.409,0.0 +709375158,Existing Customer,29,F,1,Unknown,Unknown,Unknown,Blue,36,6,3,2,7270.0,1835,5435.0,0.86,3759,69,0.917,0.252 +801977733,Existing Customer,40,F,2,High School,Single,Less than $40K,Blue,34,4,2,2,2395.0,1437,958.0,0.787,4481,82,0.822,0.6 +709175208,Existing Customer,50,F,4,Uneducated,Single,Less than $40K,Blue,43,4,3,2,2835.0,2292,543.0,0.732,4686,79,0.756,0.808 +788990508,Existing Customer,62,F,0,Unknown,Single,$40K - $60K,Blue,49,4,1,1,1540.0,796,744.0,0.805,3714,56,0.697,0.517 +720835308,Existing Customer,49,F,2,Uneducated,Married,Unknown,Blue,34,6,1,3,3017.0,0,3017.0,0.702,4389,72,0.636,0.0 +717365958,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.851,4765,71,1.088,0.0 +779577108,Existing Customer,49,F,1,Doctorate,Single,$40K - $60K,Blue,32,3,3,2,1438.3,0,1438.3,0.718,4052,65,0.757,0.0 +801497508,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,50,4,3,2,1584.0,1311,273.0,0.867,4203,73,0.78,0.828 +716131083,Existing Customer,47,M,2,Graduate,Single,$40K - $60K,Blue,35,6,1,3,2676.0,2157,519.0,0.901,4640,69,0.605,0.806 +784734258,Existing Customer,56,F,2,Unknown,Divorced,$40K - $60K,Blue,50,5,2,2,5084.0,1683,3401.0,0.923,4060,55,0.774,0.331 +711122958,Attrited Customer,41,F,3,Graduate,Single,Less than $40K,Blue,33,5,3,3,1764.0,0,1764.0,0.552,2105,57,0.839,0.0 +779508333,Existing Customer,63,M,0,Unknown,Unknown,$60K - $80K,Blue,46,6,2,2,23925.0,1494,22431.0,0.704,3677,55,0.719,0.062 +717699408,Existing Customer,51,F,3,Graduate,Married,Unknown,Blue,36,3,3,3,2886.0,2517,369.0,0.841,4884,89,0.618,0.872 +720210483,Existing Customer,43,F,3,High School,Unknown,Unknown,Blue,28,6,2,3,6720.0,2143,4577.0,0.814,5049,85,0.735,0.319 +709329558,Existing Customer,49,F,4,High School,Single,Less than $40K,Gold,34,4,3,2,15569.0,1554,14015.0,0.436,4566,73,0.78,0.1 +721222833,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,1565.0,944,621.0,0.872,4798,73,1.147,0.603 +712682583,Existing Customer,44,M,5,High School,Single,$60K - $80K,Blue,35,3,2,2,5947.0,995,4952.0,0.724,4984,90,0.765,0.167 +710051658,Existing Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,37,6,3,3,18821.0,774,18047.0,0.586,4402,75,0.562,0.041 +708606633,Attrited Customer,56,F,3,Graduate,Married,$40K - $60K,Blue,44,6,3,4,1544.0,0,1544.0,0.315,1902,35,0.4,0.0 +710862258,Existing Customer,41,F,2,Uneducated,Married,Less than $40K,Blue,36,3,2,2,1755.0,0,1755.0,0.77,4786,73,0.553,0.0 +720072933,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,36,3,3,3,1438.3,666,772.3,0.675,4759,90,0.667,0.463 +757527033,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,46,3,5,2,2153.0,0,2153.0,0.766,4628,69,0.971,0.0 +713115483,Attrited Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,6,3,3,1684.0,0,1684.0,0.557,2275,45,0.607,0.0 +816078708,Existing Customer,45,M,3,Unknown,Single,$40K - $60K,Blue,40,3,4,3,5662.0,1952,3710.0,0.519,4014,61,0.525,0.345 +713985183,Existing Customer,46,F,5,Graduate,Single,Less than $40K,Blue,38,4,5,2,2799.0,2412,387.0,0.877,4634,91,0.75,0.862 +789601308,Existing Customer,58,M,3,Unknown,Married,$120K +,Blue,52,4,5,3,12398.0,0,12398.0,0.785,4228,93,0.788,0.0 +720133908,Existing Customer,41,M,2,Post-Graduate,Single,$40K - $60K,Blue,27,4,1,3,4461.0,900,3561.0,0.587,4204,77,0.791,0.202 +803197833,Existing Customer,49,F,1,Post-Graduate,Divorced,$40K - $60K,Blue,44,6,5,2,2597.0,1871,726.0,0.899,3637,69,0.725,0.72 +812222208,Existing Customer,54,F,3,Uneducated,Single,Unknown,Blue,49,6,4,3,9733.0,863,8870.0,0.892,5228,71,0.543,0.089 +757634583,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,45,4,3,1,2261.0,1127,1134.0,0.814,4456,68,0.789,0.498 +719362458,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,5,3,3,2822.0,0,2822.0,0.681,5064,74,0.85,0.0 +789331908,Existing Customer,40,F,3,High School,Unknown,Less than $40K,Blue,30,5,2,2,8793.0,918,7875.0,0.471,5342,64,0.684,0.104 +715616358,Existing Customer,53,F,0,Graduate,Married,Unknown,Blue,36,5,4,3,5843.0,1162,4681.0,0.765,4405,67,0.811,0.199 +711784908,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,34,5,5,2,3322.0,2517,805.0,0.789,3913,86,0.911,0.758 +806900508,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,48,5,3,3,2036.0,1716,320.0,0.69,4161,75,0.744,0.843 +710098233,Existing Customer,28,F,0,Unknown,Single,Less than $40K,Blue,13,3,2,2,2387.0,0,2387.0,0.639,4513,66,0.65,0.0 +713508333,Existing Customer,43,F,4,College,Unknown,Less than $40K,Blue,33,5,4,3,1884.0,1216,668.0,0.945,4591,85,0.735,0.645 +712176708,Existing Customer,51,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,3,3747.0,2268,1479.0,0.709,4609,87,0.74,0.605 +719724933,Existing Customer,58,F,1,Uneducated,Married,Less than $40K,Blue,51,5,4,2,2220.0,1240,980.0,0.906,4396,78,0.95,0.559 +716537433,Existing Customer,50,F,2,College,Married,$40K - $60K,Blue,36,5,4,1,2428.0,2005,423.0,0.835,5170,68,0.659,0.826 +713186058,Attrited Customer,42,F,3,Unknown,Married,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.58,2191,51,0.457,0.0 +787558683,Existing Customer,45,F,4,Post-Graduate,Single,$40K - $60K,Blue,35,3,5,2,1850.0,621,1229.0,0.682,4234,74,0.682,0.336 +718002633,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Silver,41,6,3,1,16002.0,2076,13926.0,0.293,3667,52,1.167,0.13 +789241308,Attrited Customer,54,F,2,Unknown,Unknown,Less than $40K,Blue,39,4,3,3,1438.3,0,1438.3,0.72,2145,41,0.519,0.0 +713941158,Existing Customer,47,F,1,High School,Unknown,Less than $40K,Blue,36,6,5,1,5222.0,2517,2705.0,0.569,4433,81,0.588,0.482 +808950108,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,34,4,5,2,1438.3,859,579.3,0.808,4409,72,0.674,0.597 +719050458,Existing Customer,62,F,0,Unknown,Single,Less than $40K,Blue,56,6,3,3,2582.0,1528,1054.0,0.771,4041,67,0.457,0.592 +718021608,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,34,4,5,2,1533.0,728,805.0,0.906,4659,83,0.766,0.475 +788870283,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,41,5,4,1,1438.3,0,1438.3,0.796,3778,72,1.118,0.0 +778272408,Attrited Customer,52,M,1,Unknown,Divorced,$80K - $120K,Blue,42,4,4,2,5763.0,0,5763.0,0.615,2310,48,0.714,0.0 +720079758,Existing Customer,46,F,3,Uneducated,Single,Unknown,Blue,42,6,4,2,1910.0,1431,479.0,0.851,5253,82,0.745,0.749 +787457883,Existing Customer,51,F,0,Unknown,Married,Less than $40K,Blue,37,4,3,2,1515.0,996,519.0,0.558,4324,89,0.854,0.657 +719884983,Existing Customer,52,M,2,Graduate,Single,$40K - $60K,Blue,44,3,4,2,1538.0,666,872.0,0.642,4808,64,0.684,0.433 +822056583,Existing Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,40,6,5,3,1572.0,874,698.0,0.947,4996,80,0.739,0.556 +714585033,Existing Customer,41,F,4,Uneducated,Married,Less than $40K,Blue,36,3,5,1,1438.3,1055,383.3,0.809,4532,78,0.472,0.734 +713981283,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,46,6,5,3,2814.0,2162,652.0,0.588,4271,88,0.833,0.768 +715328658,Attrited Customer,41,F,5,Post-Graduate,Married,Less than $40K,Blue,36,5,3,3,1495.0,0,1495.0,0.686,2622,70,0.628,0.0 +708918558,Attrited Customer,37,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,2,1959.0,662,1297.0,0.888,3046,52,0.793,0.338 +748194633,Existing Customer,60,F,1,Graduate,Divorced,Less than $40K,Blue,53,5,5,3,2903.0,1251,1652.0,0.879,4555,76,0.727,0.431 +719323683,Existing Customer,47,F,3,Uneducated,Single,$40K - $60K,Blue,35,6,5,2,4543.0,1028,3515.0,0.799,4093,77,0.571,0.226 +708611733,Existing Customer,42,F,1,College,Married,Unknown,Blue,33,4,4,3,3119.0,1328,1791.0,0.967,4659,82,0.673,0.426 +771219033,Existing Customer,42,M,1,Uneducated,Unknown,$80K - $120K,Blue,29,4,3,3,17506.0,1979,15527.0,0.447,4199,73,0.659,0.113 +721480158,Attrited Customer,50,F,2,Unknown,Married,Less than $40K,Blue,43,3,3,2,1438.3,910,528.3,0.66,2370,44,0.467,0.633 +708086958,Existing Customer,49,F,2,Uneducated,Married,Unknown,Blue,41,3,5,2,3128.0,749,2379.0,0.598,4369,59,0.735,0.239 +709100283,Attrited Customer,36,F,2,High School,Single,Unknown,Blue,26,3,2,2,5956.0,2517,3439.0,0.877,2828,46,0.484,0.423 +719350908,Existing Customer,43,M,4,Unknown,Unknown,Less than $40K,Blue,35,3,3,2,4177.0,2094,2083.0,0.466,3553,66,0.65,0.501 +714124983,Existing Customer,57,M,2,Unknown,Single,$80K - $120K,Blue,48,6,4,3,13457.0,1044,12413.0,0.722,3303,66,0.737,0.078 +718031508,Existing Customer,45,M,4,College,Divorced,$80K - $120K,Blue,37,6,5,1,1535.0,0,1535.0,0.77,5168,76,0.81,0.0 +709732608,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,4,3,3,3203.0,2366,837.0,0.665,4282,82,0.783,0.739 +713466033,Attrited Customer,39,F,2,Graduate,Divorced,Less than $40K,Blue,36,5,2,3,2092.0,0,2092.0,0.422,2015,33,0.269,0.0 +716369208,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,6,5,3,2420.0,1223,1197.0,0.718,4954,82,0.783,0.505 +781143933,Existing Customer,43,F,3,High School,Single,Less than $40K,Blue,36,5,3,3,2313.0,1325,988.0,0.723,5006,76,0.81,0.573 +711337158,Existing Customer,56,M,2,Graduate,Married,$40K - $60K,Blue,49,3,5,3,3059.0,2387,672.0,0.808,4774,81,0.761,0.78 +714724908,Existing Customer,41,F,1,Uneducated,Married,$40K - $60K,Blue,36,3,4,1,2235.0,1688,547.0,0.631,4633,79,0.795,0.755 +719973033,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,37,5,5,2,3208.0,0,3208.0,0.923,4531,86,0.83,0.0 +714196008,Existing Customer,43,M,2,Graduate,Unknown,$60K - $80K,Blue,25,5,3,1,7534.0,0,7534.0,0.587,4685,79,0.975,0.0 +780272208,Existing Customer,39,F,1,Graduate,Unknown,Less than $40K,Blue,25,4,2,3,2006.0,1197,809.0,0.877,4139,69,0.769,0.597 +717849708,Existing Customer,46,M,4,Unknown,Divorced,$60K - $80K,Blue,32,5,3,3,1438.3,738,700.3,0.709,4368,87,0.74,0.513 +712437108,Existing Customer,49,M,3,Unknown,Married,$80K - $120K,Blue,42,3,3,1,14044.0,0,14044.0,0.715,4889,89,0.854,0.0 +767802483,Existing Customer,44,M,4,College,Single,$60K - $80K,Blue,38,6,3,3,5005.0,969,4036.0,0.727,5066,71,0.821,0.194 +709064208,Attrited Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,32,4,3,6,1628.0,275,1353.0,0.69,2219,49,0.531,0.169 +714343608,Existing Customer,56,F,0,Unknown,Single,Less than $40K,Blue,36,5,4,2,3033.0,0,3033.0,0.89,4921,90,0.698,0.0 +709668408,Existing Customer,56,F,1,Graduate,Unknown,$40K - $60K,Blue,36,5,4,1,5204.0,0,5204.0,1.008,5285,82,0.864,0.0 +712753758,Existing Customer,57,F,1,High School,Single,Less than $40K,Blue,41,4,4,3,2442.0,1699,743.0,0.639,4313,75,0.562,0.696 +807722658,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,46,3,3,3,2429.0,1250,1179.0,0.983,4761,99,0.707,0.515 +826808208,Existing Customer,60,F,0,High School,Single,$40K - $60K,Blue,56,3,5,2,2213.0,829,1384.0,0.639,4210,84,0.714,0.375 +757224108,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,32,6,3,1,2624.0,1117,1507.0,0.826,3929,67,0.595,0.426 +816091608,Existing Customer,37,F,1,College,Single,$40K - $60K,Blue,32,4,2,3,1976.0,0,1976.0,0.812,4424,73,0.659,0.0 +819684183,Existing Customer,46,F,3,Graduate,Single,$40K - $60K,Blue,41,4,5,3,3492.0,1546,1946.0,1.135,3043,53,1.038,0.443 +719630358,Attrited Customer,50,F,4,High School,Married,Less than $40K,Blue,36,1,3,2,3546.0,0,3546.0,0.791,2616,47,0.469,0.0 +712399308,Attrited Customer,38,F,3,High School,Unknown,Less than $40K,Blue,36,5,3,3,2989.0,2387,602.0,0.437,2143,67,0.558,0.799 +721282908,Existing Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,29,3,1,2,1438.3,0,1438.3,0.742,3971,60,0.667,0.0 +820848408,Existing Customer,52,F,4,Uneducated,Divorced,Unknown,Blue,48,5,5,2,1438.3,771,667.3,0.652,5053,74,0.947,0.536 +710888883,Existing Customer,37,F,3,High School,Unknown,Less than $40K,Blue,36,6,4,2,1438.3,636,802.3,0.838,4824,83,0.766,0.442 +711338058,Existing Customer,45,F,1,Unknown,Married,Less than $40K,Blue,33,6,3,2,1438.3,1201,237.3,0.749,4851,86,0.72,0.835 +721317333,Existing Customer,40,F,4,Post-Graduate,Single,$40K - $60K,Blue,31,4,2,1,2383.0,1828,555.0,0.814,4759,75,0.744,0.767 +711350133,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,34,5,4,1,13587.0,2374,11213.0,0.789,4995,88,0.692,0.175 +803606958,Existing Customer,57,F,3,Graduate,Single,Less than $40K,Blue,52,5,5,0,3085.0,0,3085.0,0.719,3946,73,0.825,0.0 +721039308,Existing Customer,40,M,4,Uneducated,Single,$80K - $120K,Blue,36,4,3,2,32431.0,850,31581.0,0.926,4400,71,1.088,0.026 +713440833,Existing Customer,61,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,2207.0,2020,187.0,0.693,4348,84,0.647,0.915 +780814158,Existing Customer,57,F,3,High School,Unknown,Less than $40K,Blue,39,6,4,2,2781.0,992,1789.0,0.701,4577,81,0.929,0.357 +717255333,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,36,1,2,2,6921.0,0,6921.0,0.824,2729,44,0.467,0.0 +714368883,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,36,6,5,2,7596.0,1156,6440.0,0.611,4338,73,0.738,0.152 +788797983,Existing Customer,42,F,3,Uneducated,Married,Unknown,Blue,24,5,1,3,4568.0,2025,2543.0,0.849,4869,85,0.848,0.443 +720642633,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,24,6,1,1,6475.0,1686,4789.0,0.699,3837,65,0.667,0.26 +708793008,Attrited Customer,46,M,3,Doctorate,Divorced,$80K - $120K,Blue,35,5,3,3,9949.0,0,9949.0,0.574,2207,40,0.481,0.0 +819351258,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,37,5,4,2,2238.0,1693,545.0,0.714,5339,86,0.458,0.756 +715212108,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,36,5,5,1,1438.3,0,1438.3,0.686,4565,84,0.714,0.0 +720046458,Existing Customer,50,F,0,High School,Single,Less than $40K,Blue,43,6,4,2,2670.0,1944,726.0,0.628,4491,65,0.667,0.728 +779942808,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,1,1438.3,0,1438.3,0.46,4482,74,0.644,0.0 +713709258,Existing Customer,43,M,3,Post-Graduate,Single,$40K - $60K,Blue,32,3,3,2,2142.0,1369,773.0,0.666,4424,88,0.66,0.639 +779961408,Existing Customer,58,F,1,Uneducated,Single,Less than $40K,Blue,43,4,4,2,3382.0,1446,1936.0,0.705,4854,74,0.682,0.428 +798699033,Existing Customer,52,F,2,Graduate,Single,Unknown,Blue,46,3,3,3,8961.0,1382,7579.0,0.797,4408,80,0.778,0.154 +754968033,Existing Customer,40,F,4,High School,Married,Less than $40K,Blue,33,4,5,3,1762.0,1224,538.0,0.815,4899,87,0.812,0.695 +710163633,Existing Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,36,3,3,2,1919.0,867,1052.0,0.741,4996,92,0.704,0.452 +781675983,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,53,4,5,1,3054.0,2517,537.0,1.061,4706,84,0.647,0.824 +720418383,Existing Customer,45,F,3,Unknown,Single,Unknown,Blue,27,4,1,2,1877.0,0,1877.0,0.752,4854,80,0.818,0.0 +778486008,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,40,4,4,1,4223.0,2235,1988.0,0.863,3669,62,1.138,0.529 +718303683,Attrited Customer,36,F,2,Graduate,Married,Less than $40K,Blue,23,4,2,2,1666.0,813,853.0,0.813,2622,60,0.818,0.488 +716756133,Existing Customer,43,F,2,Graduate,Divorced,Less than $40K,Blue,33,4,3,2,2422.0,1237,1185.0,0.925,5079,80,0.818,0.511 +711363258,Existing Customer,49,F,1,Post-Graduate,Married,Unknown,Blue,39,6,3,1,4821.0,0,4821.0,0.746,4680,77,0.974,0.0 +708551508,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,37,4,4,2,3264.0,2508,756.0,0.887,4966,78,0.814,0.768 +715019883,Existing Customer,52,M,3,College,Married,$60K - $80K,Blue,42,5,3,1,4565.0,1258,3307.0,0.764,4139,67,0.914,0.276 +711125358,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Blue,39,4,4,0,1765.0,1694,71.0,0.76,4803,72,0.532,0.96 +708453408,Existing Customer,40,M,4,College,Divorced,$80K - $120K,Blue,31,6,2,3,16050.0,0,16050.0,0.77,3721,62,0.512,0.0 +716370258,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,3,2188.0,1067,1121.0,0.618,4537,66,0.435,0.488 +803880108,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,41,6,5,3,1721.0,1355,366.0,0.926,4474,58,1.32,0.787 +708660408,Attrited Customer,40,F,1,College,Married,$40K - $60K,Blue,36,4,2,4,1737.0,1689,48.0,0.644,2459,43,0.536,0.972 +709822008,Existing Customer,42,F,3,Unknown,Divorced,Unknown,Blue,31,5,3,2,2369.0,1019,1350.0,0.691,4317,66,0.784,0.43 +716411358,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,36,5,5,3,2652.0,0,2652.0,0.665,4676,78,0.773,0.0 +717524433,Existing Customer,52,F,2,College,Married,$40K - $60K,Blue,40,5,3,1,1438.3,0,1438.3,0.825,4700,92,0.704,0.0 +721011858,Existing Customer,63,M,1,Graduate,Unknown,Less than $40K,Blue,52,6,3,3,1438.3,0,1438.3,0.854,3913,78,0.5,0.0 +719734533,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,28,6,2,2,1438.3,689,749.3,0.823,4921,65,0.806,0.479 +712285908,Existing Customer,60,F,1,High School,Single,Less than $40K,Blue,49,5,4,1,2481.0,1925,556.0,0.723,5228,73,0.78,0.776 +713675658,Existing Customer,36,F,1,High School,Single,Unknown,Blue,22,6,3,2,9817.0,848,8969.0,0.793,4636,85,0.848,0.086 +712869783,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,36,5,5,2,4255.0,0,4255.0,0.948,4606,79,0.795,0.0 +708545058,Existing Customer,45,F,2,Graduate,Single,$40K - $60K,Blue,36,5,4,3,1438.3,986,452.3,0.649,5136,81,0.8,0.686 +817240833,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,36,4,3,1,4970.0,1591,3379.0,0.738,5023,78,0.733,0.32 +711671058,Attrited Customer,48,F,1,Uneducated,Married,Unknown,Blue,38,5,2,2,1438.3,0,1438.3,0.574,2171,38,0.462,0.0 +719815383,Existing Customer,49,F,4,Doctorate,Married,Unknown,Blue,39,4,4,1,2333.0,1414,919.0,0.632,5137,89,0.679,0.606 +808747233,Attrited Customer,50,M,2,Doctorate,Married,$120K +,Silver,45,6,3,3,34516.0,0,34516.0,0.771,2573,55,0.719,0.0 +713084208,Attrited Customer,43,M,4,College,Married,$40K - $60K,Blue,32,6,3,3,4373.0,0,4373.0,0.623,2397,46,0.484,0.0 +806652483,Existing Customer,41,F,2,High School,Single,$40K - $60K,Blue,36,4,5,3,1561.0,1169,392.0,0.573,4391,67,0.595,0.749 +709803258,Attrited Customer,48,M,2,Unknown,Married,$80K - $120K,Blue,28,5,2,3,12073.0,0,12073.0,0.541,2400,52,0.793,0.0 +717765183,Existing Customer,55,F,1,Unknown,Single,Unknown,Blue,42,4,5,3,1438.3,0,1438.3,0.74,4956,72,0.714,0.0 +779041983,Existing Customer,41,M,5,High School,Single,$40K - $60K,Blue,22,6,2,2,1438.3,0,1438.3,0.56,4439,81,1.025,0.0 +709868433,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,33,3,3,1,2525.0,2217,308.0,0.763,4409,69,0.568,0.878 +818699208,Attrited Customer,47,F,4,Post-Graduate,Married,Unknown,Blue,42,4,4,4,6451.0,0,6451.0,0.706,2400,43,0.433,0.0 +717395733,Existing Customer,42,F,3,Doctorate,Married,$40K - $60K,Blue,36,4,4,3,4142.0,688,3454.0,0.717,4512,81,0.976,0.166 +719516208,Attrited Customer,54,M,2,College,Single,$120K +,Blue,36,3,2,3,34516.0,0,34516.0,0.628,2329,47,0.516,0.0 +717026658,Attrited Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,32,6,3,3,1897.0,0,1897.0,0.645,2866,47,0.469,0.0 +801516183,Existing Customer,52,F,4,Graduate,Single,Less than $40K,Blue,46,3,3,3,3231.0,2215,1016.0,0.515,4610,90,0.607,0.686 +716231133,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,36,5,5,1,1577.0,1286,291.0,0.571,3453,52,1.08,0.815 +779625858,Existing Customer,37,F,2,Unknown,Single,Less than $40K,Blue,27,6,1,3,3061.0,2517,544.0,0.809,5032,89,0.618,0.822 +709575858,Existing Customer,53,M,4,Graduate,Single,$40K - $60K,Blue,36,4,5,3,2300.0,0,2300.0,0.655,4527,79,0.756,0.0 +720927183,Existing Customer,56,F,4,Graduate,Married,Less than $40K,Blue,36,3,5,2,2796.0,0,2796.0,0.884,4536,81,0.723,0.0 +772198983,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,42,3,5,1,3024.0,1649,1375.0,0.587,4463,89,0.679,0.545 +721122258,Existing Customer,38,F,3,Uneducated,Married,$40K - $60K,Blue,36,5,5,3,5293.0,1030,4263.0,0.863,4377,62,0.879,0.195 +758875908,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,33,4,4,3,1964.0,1811,153.0,0.69,4699,81,0.841,0.922 +716501133,Existing Customer,36,F,2,Graduate,Single,Less than $40K,Blue,36,6,4,0,2051.0,1154,897.0,0.605,3912,79,0.717,0.563 +719250783,Existing Customer,41,F,1,High School,Single,Less than $40K,Blue,31,4,2,1,1998.0,0,1998.0,0.717,4637,68,0.889,0.0 +789179583,Existing Customer,28,F,1,College,Divorced,Unknown,Blue,17,5,3,2,11881.0,1488,10393.0,0.587,4865,87,0.891,0.125 +708254733,Existing Customer,41,F,4,Post-Graduate,Single,Less than $40K,Blue,36,5,4,1,2968.0,1873,1095.0,1.11,5171,85,0.889,0.631 +719758758,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,23,4,2,3,2797.0,1943,854.0,0.899,4917,66,0.784,0.695 +805458933,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,34,6,4,2,13984.0,632,13352.0,0.702,4727,83,0.66,0.045 +720408708,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,36,3,4,1,2505.0,0,2505.0,0.62,4109,61,0.743,0.0 +788911458,Existing Customer,40,F,4,College,Married,Less than $40K,Blue,26,3,1,1,2972.0,0,2972.0,0.593,3840,69,0.769,0.0 +771862308,Existing Customer,50,M,1,College,Single,$80K - $120K,Blue,39,4,3,2,5856.0,2007,3849.0,0.727,4916,87,0.642,0.343 +714616308,Existing Customer,44,F,4,Uneducated,Divorced,Less than $40K,Blue,38,6,4,1,7182.0,1774,5408.0,0.583,4294,67,0.718,0.247 +721221783,Existing Customer,62,M,2,Graduate,Single,Less than $40K,Blue,48,6,3,2,5844.0,2013,3831.0,0.478,3546,65,0.548,0.344 +766021083,Attrited Customer,55,F,1,College,Single,Less than $40K,Blue,48,3,5,3,2114.0,546,1568.0,0.619,2578,42,0.75,0.258 +771918033,Existing Customer,54,M,4,Graduate,Single,$80K - $120K,Blue,43,3,4,3,8208.0,1256,6952.0,0.814,4824,83,0.627,0.153 +719756133,Attrited Customer,34,M,4,Uneducated,Single,$60K - $80K,Blue,20,3,2,6,3940.0,1384,2556.0,0.908,3257,53,0.767,0.351 +711777633,Existing Customer,41,M,3,Graduate,Divorced,$60K - $80K,Blue,27,5,2,2,5784.0,0,5784.0,0.851,4173,80,0.86,0.0 +713261133,Attrited Customer,38,M,4,Graduate,Unknown,$60K - $80K,Blue,22,5,2,3,8632.0,0,8632.0,0.395,2221,40,0.739,0.0 +788519958,Existing Customer,57,F,2,Graduate,Single,Less than $40K,Blue,50,6,5,2,1438.3,876,562.3,0.693,4815,62,0.676,0.609 +768412608,Existing Customer,39,F,1,Graduate,Single,$40K - $60K,Blue,33,6,3,2,2255.0,1258,997.0,0.96,4309,79,0.837,0.558 +709972908,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,25,5,1,2,9874.0,1059,8815.0,0.664,4369,70,0.707,0.107 +713029683,Existing Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,5,4,1,1873.0,468,1405.0,1.154,4738,82,0.608,0.25 +768243858,Attrited Customer,54,M,3,High School,Married,$80K - $120K,Blue,48,3,4,3,3288.0,2517,771.0,0.84,2717,46,0.438,0.766 +711685758,Existing Customer,60,F,1,Graduate,Single,$40K - $60K,Blue,42,3,2,1,3334.0,1151,2183.0,0.752,4791,101,0.629,0.345 +714528258,Existing Customer,46,M,2,Graduate,Divorced,$60K - $80K,Blue,39,3,1,1,3299.0,870,2429.0,0.63,4904,75,0.829,0.264 +818930808,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,31,3,2,1,2754.0,1798,956.0,0.769,3937,70,0.628,0.653 +713310558,Existing Customer,47,F,2,Graduate,Married,$40K - $60K,Blue,28,5,2,2,2035.0,1620,415.0,0.838,4130,74,0.721,0.796 +719995008,Existing Customer,44,F,4,Graduate,Married,Unknown,Blue,36,6,2,2,3979.0,780,3199.0,0.873,5024,69,0.769,0.196 +811713408,Existing Customer,58,F,2,High School,Married,$40K - $60K,Blue,53,4,2,3,2642.0,1249,1393.0,0.682,4897,81,0.723,0.473 +709649958,Attrited Customer,62,M,0,Post-Graduate,Divorced,$60K - $80K,Silver,46,4,5,6,28229.0,287,27942.0,0.594,2281,45,0.552,0.01 +708822783,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,36,4,3,1,2973.0,2517,456.0,0.588,4862,77,0.453,0.847 +771869508,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,40,4,3,3,1612.0,831,781.0,0.602,4924,81,0.884,0.516 +804413508,Existing Customer,41,M,1,High School,Single,$80K - $120K,Blue,36,6,2,3,12084.0,1638,10446.0,0.695,4506,90,0.957,0.136 +815756058,Existing Customer,54,F,1,Graduate,Single,Less than $40K,Blue,49,3,2,2,2930.0,2266,664.0,0.734,4752,72,1.323,0.773 +712278108,Existing Customer,46,F,2,Unknown,Married,$40K - $60K,Blue,38,6,3,1,1963.0,1112,851.0,0.761,4821,67,0.763,0.566 +717072108,Attrited Customer,50,F,2,Unknown,Single,$40K - $60K,Blue,36,3,3,2,2762.0,0,2762.0,0.684,2571,44,0.419,0.0 +721460283,Attrited Customer,49,F,3,Post-Graduate,Single,Less than $40K,Blue,35,5,1,2,2214.0,915,1299.0,0.533,2144,51,0.545,0.413 +784827108,Existing Customer,39,F,1,High School,Single,Less than $40K,Blue,33,6,3,2,2292.0,1839,453.0,0.675,4043,72,0.674,0.802 +717862308,Existing Customer,45,F,2,College,Divorced,$40K - $60K,Blue,27,6,3,2,2901.0,2384,517.0,0.717,3835,78,0.592,0.822 +716726058,Existing Customer,48,F,3,College,Single,Less than $40K,Blue,30,4,1,1,2865.0,1523,1342.0,0.605,4609,79,0.756,0.532 +717405408,Existing Customer,31,F,0,Post-Graduate,Single,Unknown,Blue,18,3,2,0,3934.0,1911,2023.0,0.723,4143,82,0.864,0.486 +718734408,Existing Customer,57,F,2,Unknown,Single,$40K - $60K,Blue,45,3,4,3,2428.0,932,1496.0,0.768,4823,62,0.824,0.384 +771666783,Existing Customer,43,F,5,College,Married,$40K - $60K,Blue,31,5,1,1,5302.0,1136,4166.0,0.817,4883,68,0.581,0.214 +789301458,Existing Customer,41,F,4,High School,Married,Unknown,Blue,30,5,2,2,9139.0,1620,7519.0,0.773,4675,78,1.108,0.177 +772329183,Existing Customer,48,M,5,Unknown,Married,$40K - $60K,Blue,38,4,4,1,5219.0,1081,4138.0,0.568,3481,78,0.625,0.207 +713792583,Existing Customer,52,F,2,Graduate,Single,Unknown,Blue,43,5,2,3,10351.0,1356,8995.0,0.828,4572,76,1.054,0.131 +719577258,Attrited Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,30,3,3,4,6811.0,0,6811.0,0.677,1937,39,0.56,0.0 +770878458,Existing Customer,27,F,1,Post-Graduate,Married,Less than $40K,Blue,13,3,2,2,1438.3,990,448.3,0.715,3855,73,1.147,0.688 +798308058,Existing Customer,39,M,1,Graduate,Single,$40K - $60K,Blue,33,6,1,2,2255.0,0,2255.0,0.73,4412,81,0.884,0.0 +772528158,Attrited Customer,55,F,3,Unknown,Single,Less than $40K,Blue,45,4,3,4,1741.0,0,1741.0,0.84,2546,42,0.4,0.0 +718707933,Attrited Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,35,4,3,4,2189.0,382,1807.0,0.884,2750,51,0.594,0.175 +709791333,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,36,6,1,3,2040.0,1084,956.0,0.672,4751,80,0.818,0.531 +710090958,Existing Customer,51,M,3,College,Married,$80K - $120K,Blue,40,6,3,3,1844.0,1232,612.0,0.588,4182,71,0.651,0.668 +772687983,Existing Customer,53,M,3,Graduate,Single,$60K - $80K,Blue,43,5,3,3,8404.0,1498,6906.0,0.922,4811,56,0.556,0.178 +714707133,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,5,1,1,1438.3,0,1438.3,0.647,4443,86,0.83,0.0 +720126033,Existing Customer,42,M,4,High School,Single,$80K - $120K,Blue,28,3,3,3,1944.0,1804,140.0,0.723,4682,90,0.667,0.928 +713995233,Existing Customer,38,F,2,High School,Married,Less than $40K,Blue,36,6,4,3,1438.3,0,1438.3,0.641,4707,88,0.692,0.0 +771638733,Attrited Customer,49,M,3,Doctorate,Single,$40K - $60K,Blue,37,5,2,3,4354.0,0,4354.0,0.738,2750,59,0.686,0.0 +715009833,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,36,3,4,2,1857.0,1033,824.0,0.95,5149,90,0.636,0.556 +711497283,Existing Customer,54,F,5,Unknown,Married,Less than $40K,Blue,36,5,6,1,2708.0,1616,1092.0,0.669,4237,87,0.706,0.597 +803418783,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Blue,35,5,4,1,9974.0,2185,7789.0,0.852,4680,87,0.673,0.219 +814611633,Existing Customer,47,F,2,Uneducated,Single,Less than $40K,Blue,42,3,1,2,2271.0,2154,117.0,1.13,4150,69,0.865,0.948 +709411383,Existing Customer,45,M,2,Uneducated,Unknown,$40K - $60K,Blue,37,6,4,1,2811.0,1630,1181.0,0.847,4275,78,0.733,0.58 +825753258,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,43,4,3,1,6519.0,1525,4994.0,0.874,4495,81,1.025,0.234 +713930433,Attrited Customer,57,M,2,Uneducated,Unknown,$80K - $120K,Blue,36,5,3,3,4316.0,0,4316.0,0.363,1920,53,0.472,0.0 +715941633,Existing Customer,50,F,0,Graduate,Married,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.718,3800,69,0.533,0.0 +772162683,Attrited Customer,34,F,2,Graduate,Married,Less than $40K,Blue,23,6,2,2,3116.0,0,3116.0,0.698,2768,45,0.667,0.0 +712531008,Attrited Customer,43,M,3,Unknown,Married,$120K +,Blue,34,4,3,2,24868.0,794,24074.0,0.649,2510,32,0.231,0.032 +711583458,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,36,4,3,1,1438.3,0,1438.3,0.743,4913,82,0.822,0.0 +714418983,Existing Customer,43,M,5,Graduate,Single,$40K - $60K,Blue,33,4,2,1,1438.3,0,1438.3,0.643,4509,80,0.569,0.0 +708699108,Existing Customer,39,F,2,High School,Single,Less than $40K,Blue,36,4,3,3,1438.3,855,583.3,0.662,4890,53,0.893,0.594 +771749733,Existing Customer,41,M,2,Graduate,Single,$40K - $60K,Silver,30,5,2,3,17706.0,1081,16625.0,1.087,3680,81,0.723,0.061 +715235808,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,3,3,2,1819.0,1235,584.0,0.798,4636,75,0.705,0.679 +716666133,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,39,6,4,1,19350.0,0,19350.0,0.982,4657,70,0.795,0.0 +716709858,Attrited Customer,34,F,1,Uneducated,Unknown,Less than $40K,Blue,25,1,2,3,3074.0,0,3074.0,0.718,2721,54,0.688,0.0 +715356258,Existing Customer,42,F,3,Unknown,Married,Less than $40K,Blue,36,4,2,1,2281.0,1548,733.0,0.739,4384,78,0.857,0.679 +720389283,Existing Customer,58,F,1,Unknown,Married,Less than $40K,Blue,46,6,3,3,3035.0,1779,1256.0,0.851,4999,83,0.93,0.586 +778131333,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,31,6,3,3,3222.0,0,3222.0,0.786,5154,80,0.778,0.0 +708286683,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,43,6,3,1,12045.0,1749,10296.0,0.736,4884,86,0.87,0.145 +814765533,Attrited Customer,44,F,4,High School,Single,$40K - $60K,Blue,39,4,3,3,10587.0,2517,8070.0,1.052,2971,54,0.742,0.238 +814195758,Existing Customer,42,M,1,Graduate,Single,$60K - $80K,Blue,37,4,1,1,2596.0,1210,1386.0,0.549,4642,78,0.696,0.466 +717121758,Existing Customer,58,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,1,3008.0,2517,491.0,0.674,4627,68,0.659,0.837 +768720708,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,30,4,4,2,3280.0,2327,953.0,0.784,4268,84,1.0,0.709 +718032483,Existing Customer,33,F,4,Graduate,Married,Less than $40K,Blue,16,5,3,2,1438.3,611,827.3,0.692,4688,89,0.816,0.425 +809966058,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,37,4,4,2,2835.0,1860,975.0,0.571,4569,81,0.884,0.656 +711553308,Existing Customer,60,M,1,Graduate,Single,$40K - $60K,Blue,48,3,1,3,1438.3,750,688.3,0.771,4542,88,0.833,0.521 +708253458,Existing Customer,59,F,1,Unknown,Single,Unknown,Blue,48,4,2,3,5528.0,1823,3705.0,0.731,4857,81,0.723,0.33 +711276933,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,44,6,4,2,2030.0,1262,768.0,0.862,4851,84,0.867,0.622 +718165758,Existing Customer,41,F,1,Graduate,Married,$40K - $60K,Blue,32,6,3,1,2413.0,1627,786.0,0.726,5466,85,0.771,0.674 +780089658,Existing Customer,36,M,3,Unknown,Single,$60K - $80K,Blue,21,4,2,3,7381.0,1608,5773.0,0.784,5638,86,0.654,0.218 +826421958,Attrited Customer,46,F,1,High School,Married,Less than $40K,Blue,42,5,4,1,1438.3,0,1438.3,0.637,1843,44,0.63,0.0 +778712658,Existing Customer,52,F,0,Uneducated,Married,Less than $40K,Blue,34,4,4,3,2001.0,960,1041.0,0.678,4026,86,0.83,0.48 +708158133,Attrited Customer,45,M,3,College,Married,$80K - $120K,Blue,36,3,2,2,3031.0,2517,514.0,0.409,2188,50,0.389,0.83 +712514508,Existing Customer,47,M,2,Unknown,Married,$120K +,Blue,37,6,4,2,11354.0,0,11354.0,1.007,3073,49,1.227,0.0 +710725383,Existing Customer,42,M,3,Doctorate,Divorced,$40K - $60K,Blue,36,3,2,1,2012.0,0,2012.0,0.31,3282,66,0.65,0.0 +772601283,Existing Customer,39,M,1,Post-Graduate,Single,$80K - $120K,Blue,29,6,2,2,23034.0,1992,21042.0,0.759,2514,32,0.684,0.086 +716371308,Existing Customer,40,M,2,Unknown,Single,$40K - $60K,Blue,36,6,6,1,4947.0,0,4947.0,0.751,4497,84,0.826,0.0 +718518858,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,39,4,3,3,1844.0,1388,456.0,0.901,5056,81,0.8,0.753 +712579983,Existing Customer,40,F,2,Graduate,Single,Unknown,Blue,30,5,2,3,1438.3,0,1438.3,0.542,2258,59,0.788,0.0 +716511483,Existing Customer,46,M,2,Graduate,Married,Less than $40K,Blue,39,3,3,3,4752.0,1400,3352.0,0.646,3404,54,1.16,0.295 +708653958,Attrited Customer,38,M,3,College,Married,$60K - $80K,Blue,36,5,2,2,6114.0,1461,4653.0,0.772,2608,36,0.385,0.239 +712161858,Attrited Customer,55,F,5,Unknown,Single,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.571,2244,54,0.929,0.0 +716761308,Existing Customer,37,F,4,Unknown,Single,Less than $40K,Blue,36,3,3,3,2286.0,0,2286.0,0.732,5199,83,0.844,0.0 +710547783,Existing Customer,57,F,2,Post-Graduate,Single,$40K - $60K,Blue,36,3,4,2,4784.0,1629,3155.0,0.706,4912,82,0.783,0.341 +772118583,Existing Customer,43,F,1,Uneducated,Married,Less than $40K,Blue,32,6,2,2,2667.0,1590,1077.0,0.806,4596,85,0.574,0.596 +712154883,Existing Customer,54,F,2,College,Married,Less than $40K,Blue,48,3,2,2,2473.0,1745,728.0,0.769,4823,72,0.8,0.706 +793842558,Existing Customer,39,F,3,Doctorate,Married,Less than $40K,Blue,33,6,4,2,2001.0,1430,571.0,0.555,4509,69,0.683,0.715 +792695808,Existing Customer,41,M,4,High School,Married,$120K +,Blue,35,5,4,2,18232.0,1140,17092.0,0.657,4775,84,1.1,0.063 +798047583,Existing Customer,45,F,4,Uneducated,Married,Unknown,Blue,39,6,3,1,1438.3,0,1438.3,0.825,4596,71,0.732,0.0 +719453283,Existing Customer,45,F,2,Uneducated,Married,Less than $40K,Blue,36,3,4,3,2918.0,1597,1321.0,0.884,4454,76,0.9,0.547 +717637908,Existing Customer,36,F,2,College,Unknown,Less than $40K,Blue,23,4,3,3,1924.0,971,953.0,0.806,4951,96,0.6,0.505 +708303108,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,42,5,3,0,1770.0,1706,64.0,0.626,4940,94,0.774,0.964 +788876208,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,27,5,3,3,2265.0,0,2265.0,0.603,3826,71,0.543,0.0 +772069683,Existing Customer,59,M,0,High School,Married,$60K - $80K,Blue,48,3,1,3,3868.0,1384,2484.0,0.631,4716,79,0.549,0.358 +780143283,Attrited Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,32,4,3,3,2701.0,2498,203.0,0.637,2678,37,0.609,0.925 +805453908,Existing Customer,33,M,1,High School,Divorced,$40K - $60K,Blue,28,6,1,3,2507.0,1592,915.0,0.691,4355,79,0.837,0.635 +780897858,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,20,4,3,3,2420.0,676,1744.0,0.782,3770,76,0.81,0.279 +719881533,Attrited Customer,46,M,2,College,Married,$40K - $60K,Silver,34,5,3,4,16547.0,0,16547.0,0.242,1561,41,0.367,0.0 +717346833,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,33,3,2,2,1621.0,0,1621.0,0.603,3764,76,0.52,0.0 +718555308,Existing Customer,59,M,1,Unknown,Single,$40K - $60K,Blue,51,3,4,3,3808.0,713,3095.0,0.787,4845,88,0.63,0.187 +771783333,Attrited Customer,49,F,1,Uneducated,Divorced,$40K - $60K,Blue,37,6,2,2,2173.0,0,2173.0,0.652,2379,57,0.781,0.0 +709208808,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,36,5,2,1,2178.0,1731,447.0,0.683,4275,71,0.69,0.795 +818901708,Existing Customer,41,F,4,College,Divorced,Unknown,Blue,36,3,1,1,1438.3,0,1438.3,0.841,4539,90,0.765,0.0 +713247408,Existing Customer,51,F,3,Uneducated,Unknown,Less than $40K,Blue,36,3,1,2,1750.0,813,937.0,0.76,4333,68,0.7,0.465 +715617333,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,26,3,3,2,1438.3,0,1438.3,0.61,4957,88,0.872,0.0 +714230808,Existing Customer,36,F,4,College,Married,Less than $40K,Blue,36,6,4,1,2466.0,1750,716.0,0.774,5005,76,0.767,0.71 +715866033,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,5,2,1,2535.0,1352,1183.0,0.509,3840,72,0.565,0.533 +718065333,Existing Customer,39,F,4,Graduate,Married,$40K - $60K,Blue,29,4,4,3,2385.0,1971,414.0,0.613,3711,81,0.653,0.826 +710756133,Existing Customer,40,F,3,Unknown,Married,Less than $40K,Blue,31,5,6,1,1811.0,821,990.0,0.773,4290,73,0.78,0.453 +713873658,Existing Customer,45,M,4,High School,Single,$120K +,Blue,37,4,3,3,2701.0,1986,715.0,0.538,4767,76,0.854,0.735 +771499233,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,34,6,1,3,5387.0,1133,4254.0,0.652,4374,76,0.49,0.21 +711274458,Attrited Customer,38,F,3,High School,Married,Less than $40K,Blue,27,4,3,3,1438.3,0,1438.3,0.73,2478,45,0.552,0.0 +790108908,Existing Customer,44,M,2,Post-Graduate,Married,$80K - $120K,Blue,37,5,1,1,34058.0,0,34058.0,0.552,4043,57,0.781,0.0 +797389758,Existing Customer,42,F,2,Graduate,Married,$40K - $60K,Silver,36,6,2,1,16290.0,0,16290.0,0.758,4232,79,0.795,0.0 +827100333,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,3,2,1438.3,726,712.3,0.657,5208,93,0.755,0.505 +711647808,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,36,4,1,3,2069.0,1028,1041.0,0.648,4414,82,0.783,0.497 +714035283,Attrited Customer,56,F,1,Post-Graduate,Married,Less than $40K,Blue,36,6,2,2,2802.0,2256,546.0,0.615,2371,46,0.353,0.805 +720553158,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,31,5,2,1,3390.0,2222,1168.0,0.768,5001,82,0.822,0.655 +717924933,Existing Customer,48,F,2,Post-Graduate,Divorced,Unknown,Blue,37,3,4,2,3745.0,1291,2454.0,0.631,4956,88,0.796,0.345 +802856508,Existing Customer,42,M,2,Graduate,Single,$80K - $120K,Blue,36,6,3,1,26690.0,0,26690.0,1.144,4363,76,1.054,0.0 +708376983,Attrited Customer,58,F,1,Unknown,Single,Unknown,Blue,50,5,2,2,8513.0,799,7714.0,0.451,2119,37,0.542,0.094 +712673283,Existing Customer,36,F,4,Unknown,Single,Less than $40K,Blue,26,3,2,3,1438.3,0,1438.3,0.827,4886,85,0.771,0.0 +711862533,Attrited Customer,55,F,1,Uneducated,Married,Less than $40K,Blue,36,5,3,2,2258.0,2000,258.0,0.611,2500,42,0.68,0.886 +772407333,Attrited Customer,41,F,3,Unknown,Married,Less than $40K,Blue,30,5,3,3,1654.0,0,1654.0,0.329,1730,30,0.364,0.0 +778356408,Existing Customer,51,F,3,College,Divorced,$40K - $60K,Blue,31,6,2,2,2768.0,1329,1439.0,0.699,4275,78,0.814,0.48 +716791908,Existing Customer,43,M,1,College,Married,$80K - $120K,Blue,23,5,2,1,14566.0,1045,13521.0,0.417,4480,77,0.791,0.072 +757761033,Existing Customer,35,F,3,Graduate,Single,$40K - $60K,Blue,28,5,6,2,3250.0,1560,1690.0,0.634,4673,73,0.698,0.48 +758186433,Existing Customer,37,F,1,Uneducated,Single,Less than $40K,Blue,30,3,2,3,2353.0,1095,1258.0,0.941,5038,84,0.75,0.465 +786546783,Existing Customer,59,F,0,College,Married,$40K - $60K,Blue,53,3,2,0,1438.3,0,1438.3,0.896,4457,79,0.927,0.0 +789634983,Existing Customer,59,M,1,Graduate,Married,$40K - $60K,Blue,53,5,1,2,4188.0,2200,1988.0,0.867,4911,86,0.72,0.525 +720654183,Attrited Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,35,2,3,3,23542.0,1307,22235.0,0.462,2152,46,0.438,0.056 +715880283,Existing Customer,57,M,1,High School,Single,$120K +,Blue,47,4,4,2,9272.0,982,8290.0,0.651,4649,89,0.816,0.106 +719990358,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,28,3,1,1,1967.0,0,1967.0,0.73,4620,77,0.878,0.0 +779348358,Attrited Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,37,5,3,4,1717.0,0,1717.0,1.028,3004,46,0.586,0.0 +715130808,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Silver,34,5,1,1,34516.0,1664,32852.0,0.73,4912,80,0.739,0.048 +713818158,Existing Customer,50,M,1,Doctorate,Single,$80K - $120K,Blue,41,5,4,2,5068.0,991,4077.0,0.736,5173,64,0.6,0.196 +709728183,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,39,3,2,3,1438.3,0,1438.3,0.786,4370,79,0.795,0.0 +715797783,Existing Customer,55,F,1,Uneducated,Divorced,$40K - $60K,Blue,47,3,2,3,2697.0,1863,834.0,0.735,4615,81,0.688,0.691 +710879283,Existing Customer,51,M,1,High School,Married,Less than $40K,Blue,41,3,4,3,1438.3,0,1438.3,0.623,4312,81,0.723,0.0 +827051808,Attrited Customer,44,F,0,College,Married,Less than $40K,Blue,40,5,4,2,7499.0,1083,6416.0,0.716,2478,45,0.667,0.144 +710484408,Attrited Customer,39,M,4,Post-Graduate,Married,$120K +,Blue,29,6,3,3,8700.0,1742,6958.0,0.454,2306,50,0.613,0.2 +817108083,Attrited Customer,55,M,3,Unknown,Single,$60K - $80K,Blue,35,3,3,3,14266.0,1341,12925.0,0.309,1625,34,0.36,0.094 +715995933,Existing Customer,46,M,0,Graduate,Single,$120K +,Blue,36,6,2,1,2692.0,1631,1061.0,0.99,4619,83,0.694,0.606 +713567958,Existing Customer,54,F,3,College,Single,Less than $40K,Blue,36,4,4,2,2957.0,1408,1549.0,0.667,4280,82,0.783,0.476 +779118708,Existing Customer,50,F,2,Unknown,Single,Less than $40K,Blue,32,4,3,1,1438.3,0,1438.3,0.815,4598,78,0.902,0.0 +721484283,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,36,4,2,1,3007.0,2517,490.0,0.733,4985,84,1.0,0.837 +708817608,Existing Customer,41,F,3,High School,Married,Unknown,Blue,24,3,1,1,3427.0,1419,2008.0,0.685,4218,74,0.805,0.414 +789231858,Existing Customer,59,M,1,Unknown,Married,$60K - $80K,Blue,48,5,3,3,1438.3,642,796.3,0.926,5177,79,0.646,0.446 +788661408,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,33,4,5,2,2990.0,890,2100.0,0.711,4757,79,0.837,0.298 +813449508,Attrited Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,56,6,2,3,9918.0,850,9068.0,0.688,2485,40,0.29,0.086 +789925833,Existing Customer,50,F,2,High School,Married,Unknown,Blue,41,3,1,1,8159.0,2277,5882.0,0.749,4402,64,0.684,0.279 +709296558,Existing Customer,53,M,2,Graduate,Single,$120K +,Blue,36,3,2,2,18551.0,1434,17117.0,1.149,5364,90,0.765,0.077 +780180033,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,20,5,1,1,1438.3,0,1438.3,0.689,4397,86,0.755,0.0 +713474733,Attrited Customer,51,M,2,Graduate,Single,$80K - $120K,Blue,31,5,3,2,1438.3,327,1111.3,0.528,1783,40,0.481,0.227 +771527508,Existing Customer,60,M,2,Graduate,Single,$60K - $80K,Blue,48,3,4,1,10886.0,1145,9741.0,0.749,3488,66,0.535,0.105 +709614333,Existing Customer,59,F,0,High School,Single,Unknown,Blue,36,4,3,1,10457.0,2148,8309.0,0.737,4649,74,0.947,0.205 +767005683,Existing Customer,60,M,0,Unknown,Single,$40K - $60K,Blue,46,6,2,1,1781.0,1551,230.0,0.722,3527,66,0.61,0.871 +718686558,Existing Customer,50,M,2,Unknown,Married,$120K +,Blue,43,3,2,1,34516.0,1156,33360.0,0.633,3974,65,0.585,0.033 +715655283,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,3,2363.0,1495,868.0,0.531,4420,65,0.711,0.633 +819631158,Existing Customer,54,F,4,Post-Graduate,Married,Less than $40K,Blue,49,3,3,2,2802.0,2219,583.0,0.796,5924,88,0.63,0.792 +710866758,Existing Customer,42,F,4,High School,Married,Less than $40K,Blue,31,5,1,2,1640.0,888,752.0,0.715,4074,73,0.872,0.541 +790119408,Attrited Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,41,5,3,2,4960.0,0,4960.0,0.882,2430,48,0.548,0.0 +771332283,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,38,5,1,3,4601.0,2517,2084.0,0.775,5056,80,0.778,0.547 +771408483,Existing Customer,48,M,5,Unknown,Unknown,$60K - $80K,Blue,36,4,1,2,4100.0,1956,2144.0,0.617,3584,61,0.743,0.477 +811912608,Existing Customer,52,F,3,Graduate,Married,$40K - $60K,Blue,47,3,2,0,2741.0,1639,1102.0,0.644,5077,87,0.74,0.598 +708684108,Attrited Customer,46,F,4,Graduate,Married,$40K - $60K,Blue,34,5,3,1,4152.0,1446,2706.0,0.826,2218,30,0.304,0.348 +768638208,Existing Customer,50,F,2,Uneducated,Married,Less than $40K,Blue,44,3,1,2,3386.0,2517,869.0,0.743,4890,65,0.667,0.743 +803115258,Attrited Customer,62,M,0,College,Unknown,$40K - $60K,Blue,56,2,6,2,3477.0,0,3477.0,0.436,2113,40,0.739,0.0 +708869283,Existing Customer,50,M,4,High School,Married,$80K - $120K,Blue,41,6,3,3,23209.0,1308,21901.0,0.498,3530,71,0.578,0.056 +720892833,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,39,5,3,2,12610.0,1123,11487.0,0.853,4199,67,0.595,0.089 +709762008,Existing Customer,48,F,4,High School,Married,Less than $40K,Blue,38,5,1,1,2090.0,793,1297.0,0.64,4619,78,0.733,0.379 +708600033,Existing Customer,46,M,2,Graduate,Married,$40K - $60K,Blue,39,4,3,1,1610.0,0,1610.0,0.689,4958,87,0.776,0.0 +708736608,Attrited Customer,40,M,3,Graduate,Married,$120K +,Blue,27,5,3,2,2269.0,0,2269.0,0.572,2108,39,0.56,0.0 +713047608,Attrited Customer,40,F,2,College,Unknown,Less than $40K,Blue,36,6,1,3,2387.0,2013,374.0,0.449,2134,41,0.952,0.843 +711717258,Existing Customer,54,F,3,Graduate,Single,$40K - $60K,Blue,39,3,4,1,4036.0,1329,2707.0,0.738,5315,82,0.708,0.329 +711886383,Attrited Customer,54,F,5,High School,Married,Unknown,Blue,44,5,3,3,5342.0,605,4737.0,0.691,2426,46,0.394,0.113 +713058858,Attrited Customer,54,F,2,Graduate,Unknown,Less than $40K,Blue,46,5,3,2,1695.0,913,782.0,0.449,2130,48,0.5,0.539 +713993208,Existing Customer,37,F,3,Doctorate,Married,Less than $40K,Blue,36,3,5,2,1438.3,0,1438.3,0.861,4314,82,0.864,0.0 +717855933,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,27,3,2,3,1776.0,1586,190.0,0.798,4350,71,0.868,0.893 +713436183,Existing Customer,42,F,3,High School,Married,$40K - $60K,Blue,29,4,3,2,5640.0,0,5640.0,0.77,4739,80,0.86,0.0 +778360608,Existing Customer,42,F,1,College,Divorced,Less than $40K,Blue,22,5,3,2,2403.0,1105,1298.0,0.735,4186,77,0.711,0.46 +710914158,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,5,1,2,3349.0,2517,832.0,0.786,4405,55,1.391,0.752 +714789033,Attrited Customer,54,F,1,Graduate,Married,Less than $40K,Blue,50,3,3,3,3173.0,2517,656.0,0.619,2763,51,0.821,0.793 +809811858,Attrited Customer,43,M,5,High School,Unknown,$80K - $120K,Blue,38,3,3,2,1504.0,0,1504.0,0.987,2530,43,0.344,0.0 +826709658,Attrited Customer,45,F,3,Graduate,Divorced,$40K - $60K,Blue,41,1,3,3,1477.0,0,1477.0,0.768,2214,43,0.654,0.0 +752648883,Existing Customer,49,F,2,College,Single,Less than $40K,Blue,41,6,3,1,2018.0,1366,652.0,0.964,4842,69,0.5,0.677 +715771608,Existing Customer,41,M,3,Graduate,Married,$120K +,Silver,36,3,3,2,34516.0,1453,33063.0,0.357,4147,76,0.949,0.042 +719061933,Existing Customer,44,F,4,Graduate,Married,Unknown,Blue,34,6,4,2,2105.0,0,2105.0,0.656,4190,67,0.914,0.0 +792345258,Existing Customer,46,F,2,Uneducated,Divorced,Unknown,Blue,40,5,2,3,20080.0,0,20080.0,0.56,4620,70,0.667,0.0 +711765708,Existing Customer,39,F,1,Graduate,Unknown,Less than $40K,Blue,36,3,4,1,6690.0,1912,4778.0,0.609,3875,60,0.538,0.286 +783393633,Existing Customer,46,M,3,Graduate,Unknown,$80K - $120K,Blue,37,6,4,3,1530.0,0,1530.0,0.635,4256,78,0.773,0.0 +779667408,Existing Customer,58,M,1,Post-Graduate,Single,$80K - $120K,Blue,41,4,2,1,2915.0,1494,1421.0,0.861,4235,73,0.825,0.513 +805461783,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,42,3,4,0,1438.3,0,1438.3,0.635,4735,87,0.673,0.0 +719098308,Attrited Customer,56,F,2,High School,Single,Less than $40K,Blue,42,5,4,2,2423.0,268,2155.0,0.804,2516,59,0.639,0.111 +771433608,Existing Customer,54,M,4,Uneducated,Single,$80K - $120K,Blue,42,5,2,2,11742.0,0,11742.0,0.621,4053,70,0.556,0.0 +825811158,Existing Customer,51,F,2,High School,Single,Less than $40K,Blue,47,5,2,3,3069.0,2517,552.0,0.73,4512,83,0.766,0.82 +715252383,Existing Customer,58,F,2,High School,Divorced,Unknown,Gold,36,5,4,3,34516.0,1864,32652.0,0.664,3595,52,0.733,0.054 +809092458,Existing Customer,36,F,4,Uneducated,Married,$40K - $60K,Blue,31,5,2,3,2517.0,1336,1181.0,0.755,5211,83,0.804,0.531 +713706258,Existing Customer,52,F,1,Unknown,Single,Less than $40K,Blue,43,6,2,1,1438.3,773,665.3,1.138,4890,63,0.909,0.537 +714693708,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,1,2216.0,1992,224.0,0.789,4103,77,0.711,0.899 +721072908,Existing Customer,51,M,0,Doctorate,Single,$60K - $80K,Blue,36,6,2,3,3232.0,1346,1886.0,0.697,5102,69,0.643,0.416 +716675358,Existing Customer,54,F,1,College,Single,Less than $40K,Blue,41,5,2,2,3478.0,941,2537.0,0.711,4607,83,0.93,0.271 +708128733,Existing Customer,50,F,3,Post-Graduate,Single,Unknown,Blue,36,5,4,3,1814.0,0,1814.0,0.852,5014,99,0.623,0.0 +711392508,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,25,4,2,1,1438.3,0,1438.3,0.741,4513,75,0.744,0.0 +771420708,Existing Customer,42,F,4,Unknown,Single,Less than $40K,Blue,30,3,2,1,1446.0,621,825.0,0.826,4860,68,0.7,0.429 +721207908,Existing Customer,47,F,5,High School,Single,Less than $40K,Blue,37,5,2,3,1493.0,0,1493.0,0.605,4655,95,0.638,0.0 +715798608,Existing Customer,45,F,4,Graduate,Married,$40K - $60K,Blue,34,4,4,2,4244.0,1066,3178.0,0.606,4016,89,0.854,0.251 +716758008,Existing Customer,40,M,5,High School,Single,$40K - $60K,Blue,20,5,2,1,2984.0,1879,1105.0,0.675,4813,83,0.729,0.63 +714847983,Existing Customer,48,M,3,Unknown,Single,$80K - $120K,Blue,36,3,4,2,2713.0,2201,512.0,0.716,4220,79,0.612,0.811 +716975583,Existing Customer,42,F,2,Unknown,Single,$40K - $60K,Blue,34,4,4,3,2471.0,1658,813.0,0.682,4406,62,0.676,0.671 +804434058,Existing Customer,47,M,1,College,Married,$60K - $80K,Silver,42,6,4,2,27437.0,0,27437.0,0.872,4660,79,0.681,0.0 +714293358,Existing Customer,54,F,4,College,Single,Less than $40K,Blue,46,3,2,1,4166.0,989,3177.0,0.967,4584,70,1.258,0.237 +710989008,Existing Customer,38,M,1,Graduate,Unknown,$40K - $60K,Blue,27,5,6,0,13100.0,1436,11664.0,0.519,3201,78,0.5,0.11 +757194408,Attrited Customer,43,M,3,College,Married,$60K - $80K,Blue,36,2,3,3,1438.3,0,1438.3,0.539,1707,38,1.111,0.0 +711459483,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,36,6,2,3,2242.0,0,2242.0,0.658,4845,66,0.941,0.0 +762020133,Attrited Customer,37,F,3,High School,Married,Unknown,Blue,30,3,3,3,9874.0,0,9874.0,0.491,2446,47,0.567,0.0 +719256483,Existing Customer,41,F,4,High School,Single,$40K - $60K,Blue,30,5,3,3,4432.0,1335,3097.0,0.714,4144,79,0.756,0.301 +717211608,Existing Customer,45,F,3,Unknown,Single,Less than $40K,Blue,34,6,4,2,4975.0,1221,3754.0,0.602,4776,68,0.889,0.245 +717125958,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,38,6,5,1,2652.0,1581,1071.0,0.738,4747,80,0.778,0.596 +779261433,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,2,2043.0,1597,446.0,0.814,3553,61,0.694,0.782 +780720258,Attrited Customer,45,M,4,High School,Divorced,Less than $40K,Blue,34,4,2,3,3489.0,2517,972.0,0.721,2684,39,0.56,0.721 +715593783,Existing Customer,52,M,1,Unknown,Married,$80K - $120K,Blue,36,4,2,2,14858.0,1594,13264.0,0.51,4286,72,0.636,0.107 +770858283,Existing Customer,40,F,4,High School,Married,$40K - $60K,Blue,27,5,2,2,2822.0,2182,640.0,0.768,5371,93,0.824,0.773 +718570158,Existing Customer,54,F,4,College,Single,Less than $40K,Blue,44,3,3,2,2901.0,2517,384.0,0.608,4731,83,0.804,0.868 +711039633,Existing Customer,52,F,4,Post-Graduate,Married,Less than $40K,Blue,36,5,3,3,1594.0,0,1594.0,0.472,4653,65,0.667,0.0 +714074808,Existing Customer,58,F,0,High School,Married,Less than $40K,Blue,36,3,3,1,2241.0,1670,571.0,0.704,4653,75,0.63,0.745 +710439483,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,39,3,4,2,2581.0,1722,859.0,0.765,4431,79,0.717,0.667 +717516333,Existing Customer,40,M,2,Graduate,Married,$120K +,Blue,33,6,4,1,14713.0,905,13808.0,0.817,4125,82,0.822,0.062 +788835408,Attrited Customer,49,F,3,Unknown,Married,Less than $40K,Blue,33,6,3,3,2910.0,0,2910.0,0.789,2648,41,0.464,0.0 +716414958,Existing Customer,39,F,3,High School,Single,Unknown,Blue,36,3,3,3,2366.0,1927,439.0,0.631,3659,66,0.833,0.814 +712327608,Attrited Customer,54,F,0,Doctorate,Single,Less than $40K,Blue,36,4,3,2,2708.0,0,2708.0,0.673,2321,45,0.552,0.0 +796326483,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,5,4,3,1681.0,0,1681.0,0.994,5416,82,0.952,0.0 +714146208,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,32,6,1,1,2594.0,2159,435.0,0.792,3872,71,0.511,0.832 +779166783,Existing Customer,41,F,4,Unknown,Single,$40K - $60K,Blue,31,5,1,2,2128.0,1383,745.0,0.679,3968,81,0.761,0.65 +720818658,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,38,3,3,3,1438.3,0,1438.3,0.679,4594,86,0.72,0.0 +712982808,Attrited Customer,47,M,2,Doctorate,Divorced,$80K - $120K,Blue,32,1,3,3,1438.3,0,1438.3,0.454,2388,42,0.5,0.0 +718657083,Existing Customer,46,M,3,High School,Married,$60K - $80K,Blue,36,4,3,1,4696.0,0,4696.0,0.732,4828,62,1.583,0.0 +715222533,Attrited Customer,52,F,3,Graduate,Married,Less than $40K,Blue,36,5,3,3,2566.0,1079,1487.0,0.554,2340,36,0.5,0.42 +718187508,Existing Customer,53,F,2,Unknown,Married,Unknown,Blue,36,3,4,3,2592.0,1364,1228.0,0.679,4208,68,0.7,0.526 +802455633,Existing Customer,56,F,1,Unknown,Single,Less than $40K,Blue,50,4,4,1,1698.0,0,1698.0,0.847,4371,74,0.897,0.0 +714493983,Existing Customer,57,F,2,Graduate,Married,$40K - $60K,Blue,47,5,2,2,4682.0,1010,3672.0,0.638,4322,83,0.694,0.216 +780664758,Existing Customer,56,F,2,Uneducated,Married,$40K - $60K,Blue,44,6,1,2,4439.0,1513,2926.0,0.752,4532,95,0.696,0.341 +718466883,Existing Customer,34,F,1,Uneducated,Single,Less than $40K,Blue,25,6,1,2,2689.0,1618,1071.0,0.587,4237,79,0.681,0.602 +771338658,Existing Customer,46,M,2,High School,Married,$80K - $120K,Blue,30,6,3,1,11670.0,915,10755.0,0.892,4277,89,0.854,0.078 +709052883,Existing Customer,47,F,4,High School,Single,$40K - $60K,Blue,36,3,1,1,1596.0,0,1596.0,0.788,5678,81,0.8,0.0 +708373083,Attrited Customer,40,F,4,Unknown,Married,$40K - $60K,Blue,30,1,3,4,3356.0,2517,839.0,0.583,2032,39,0.147,0.75 +716157408,Existing Customer,53,M,0,High School,Married,$60K - $80K,Blue,46,4,4,2,1590.0,0,1590.0,0.556,4229,73,1.086,0.0 +713305233,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,46,5,5,2,4994.0,0,4994.0,0.717,4802,81,0.761,0.0 +713000058,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Silver,44,4,2,3,16406.0,0,16406.0,0.627,4075,75,0.63,0.0 +714909858,Existing Customer,52,F,2,Unknown,Married,Less than $40K,Blue,36,6,3,1,2451.0,1733,718.0,0.724,5283,90,0.698,0.707 +804371733,Existing Customer,40,M,2,Uneducated,Married,$80K - $120K,Blue,29,5,2,3,9109.0,1347,7762.0,0.695,3991,84,0.867,0.148 +772846383,Existing Customer,45,F,1,Unknown,Single,Less than $40K,Blue,36,3,4,1,2632.0,1480,1152.0,0.588,4787,89,0.679,0.562 +712552608,Attrited Customer,46,F,3,Graduate,Married,Less than $40K,Blue,34,3,3,1,1438.3,0,1438.3,0.714,2658,43,0.654,0.0 +719887008,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,5,4,3,1757.0,1352,405.0,0.879,4121,81,0.421,0.769 +773342808,Existing Customer,46,F,1,Unknown,Single,Less than $40K,Blue,40,6,4,3,2711.0,1793,918.0,0.681,5084,79,0.717,0.661 +708375858,Existing Customer,47,F,4,High School,Divorced,Less than $40K,Blue,36,5,4,2,2776.0,1341,1435.0,0.744,4318,68,0.943,0.483 +789417708,Existing Customer,44,F,2,Uneducated,Married,$40K - $60K,Blue,35,3,2,1,1438.3,1091,347.3,0.702,4988,90,0.731,0.759 +794675058,Attrited Customer,36,M,3,Graduate,Married,$80K - $120K,Blue,21,5,3,2,5015.0,1963,3052.0,0.881,2491,43,0.87,0.391 +718034058,Existing Customer,40,M,4,Graduate,Single,$60K - $80K,Blue,36,3,2,2,8529.0,901,7628.0,0.764,4252,68,0.511,0.106 +778919583,Existing Customer,49,F,0,Graduate,Married,Less than $40K,Blue,30,3,2,0,1604.0,1112,492.0,0.618,4253,68,0.744,0.693 +713850783,Existing Customer,56,F,1,College,Married,Unknown,Blue,36,6,2,2,4263.0,0,4263.0,0.64,4876,70,1.188,0.0 +814785108,Existing Customer,45,F,1,Graduate,Married,Less than $40K,Blue,40,5,3,2,2493.0,1655,838.0,0.907,4473,76,0.9,0.664 +809616108,Attrited Customer,38,F,2,High School,Single,Less than $40K,Blue,33,3,3,3,1568.0,0,1568.0,0.611,2812,59,0.788,0.0 +809378133,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,38,6,1,2,1521.0,0,1521.0,0.791,4880,79,0.549,0.0 +779658408,Existing Customer,48,M,2,Graduate,Single,$40K - $60K,Blue,31,6,3,3,3261.0,1730,1531.0,0.682,4242,65,0.667,0.531 +717954333,Existing Customer,39,F,2,Unknown,Single,Less than $40K,Blue,25,4,2,1,1781.0,935,846.0,0.868,5093,77,0.974,0.525 +737052258,Existing Customer,62,F,1,Unknown,Single,Less than $40K,Blue,55,6,1,1,5284.0,2517,2767.0,0.674,4525,63,0.537,0.476 +708108333,Attrited Customer,47,F,3,Graduate,Married,Unknown,Blue,36,3,3,1,5590.0,0,5590.0,0.01,1507,32,0.0,0.0 +715047333,Existing Customer,57,F,1,High School,Married,Unknown,Blue,36,5,2,3,1734.0,980,754.0,0.639,4313,92,0.917,0.565 +714390858,Existing Customer,48,F,5,Unknown,Single,Unknown,Blue,36,4,2,3,7645.0,931,6714.0,0.894,5016,73,0.622,0.122 +717107808,Existing Customer,48,F,1,Uneducated,Unknown,$40K - $60K,Blue,39,6,4,2,1438.3,1218,220.3,0.752,4600,76,0.617,0.847 +713564208,Existing Customer,34,F,1,Graduate,Unknown,Less than $40K,Blue,23,4,1,1,2207.0,1527,680.0,0.861,4159,64,1.133,0.692 +720357483,Existing Customer,46,F,1,College,Married,Less than $40K,Blue,23,5,2,1,1723.0,1010,713.0,0.704,4112,82,0.864,0.586 +803339583,Existing Customer,49,F,2,Post-Graduate,Married,Less than $40K,Blue,44,4,4,2,1644.0,0,1644.0,1.033,4898,82,0.783,0.0 +708972783,Attrited Customer,48,F,4,College,Married,Less than $40K,Blue,37,3,2,3,1745.0,0,1745.0,0.657,2297,44,0.63,0.0 +710157108,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,33,6,2,3,3376.0,1661,1715.0,0.618,4629,75,0.923,0.492 +721483158,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,29,4,3,3,7298.0,0,7298.0,0.589,4512,72,0.756,0.0 +767553333,Attrited Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,39,1,3,3,8383.0,0,8383.0,0.809,2600,44,0.517,0.0 +710436108,Existing Customer,41,M,4,High School,Unknown,$40K - $60K,Blue,29,5,4,2,3600.0,746,2854.0,0.824,4184,61,0.694,0.207 +779870883,Existing Customer,45,F,4,High School,Single,$40K - $60K,Blue,29,3,2,1,4595.0,1781,2814.0,0.708,3746,68,0.545,0.388 +817188408,Existing Customer,57,M,0,Uneducated,Divorced,$80K - $120K,Blue,39,4,4,3,2795.0,1832,963.0,0.839,4679,67,0.861,0.655 +719723658,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,39,6,1,3,1768.0,0,1768.0,0.788,4628,90,0.837,0.0 +806189658,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,45,4,2,3,1780.0,893,887.0,0.609,4630,73,0.587,0.502 +789070233,Existing Customer,51,F,3,Graduate,Divorced,Less than $40K,Blue,39,5,4,3,2987.0,1764,1223.0,0.686,4339,72,0.6,0.591 +712013808,Existing Customer,44,F,4,Uneducated,Single,Unknown,Blue,24,6,3,2,2717.0,1720,997.0,0.869,4196,71,0.614,0.633 +708602283,Existing Customer,40,F,4,Uneducated,Married,Unknown,Blue,36,3,3,1,2887.0,0,2887.0,0.581,3941,82,1.158,0.0 +809452383,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,32,6,1,3,1438.3,0,1438.3,0.707,4733,89,0.816,0.0 +714413283,Existing Customer,46,M,3,Unknown,Married,$80K - $120K,Blue,40,6,1,1,10879.0,860,10019.0,0.974,4629,69,0.725,0.079 +712407783,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,28,5,3,3,1809.0,1181,628.0,0.656,4452,83,0.596,0.653 +720062508,Attrited Customer,38,F,2,Unknown,Married,$40K - $60K,Blue,28,6,2,2,1628.0,0,1628.0,0.876,2527,41,0.64,0.0 +717878883,Existing Customer,45,F,3,Unknown,Single,Less than $40K,Blue,36,3,4,0,1438.3,0,1438.3,0.678,4463,71,0.821,0.0 +714013983,Attrited Customer,37,F,4,Post-Graduate,Married,Less than $40K,Blue,36,3,3,3,1586.0,0,1586.0,0.497,2109,41,0.414,0.0 +753208833,Existing Customer,43,F,5,Uneducated,Married,$40K - $60K,Blue,36,5,3,2,2311.0,1320,991.0,0.658,3967,71,0.69,0.571 +721241583,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,43,5,3,2,2109.0,1205,904.0,0.514,2935,60,0.935,0.571 +713695158,Existing Customer,51,F,4,Uneducated,Divorced,Less than $40K,Blue,40,5,4,3,1562.0,1057,505.0,0.807,5019,78,0.696,0.677 +711540108,Attrited Customer,44,F,4,Doctorate,Unknown,Unknown,Blue,33,5,3,6,1438.3,0,1438.3,0.676,2316,48,0.5,0.0 +823878408,Existing Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,35,6,2,1,2981.0,757,2224.0,0.764,4824,76,0.81,0.254 +779533983,Existing Customer,47,M,2,College,Divorced,$80K - $120K,Blue,31,3,1,3,5295.0,723,4572.0,0.793,4412,90,0.579,0.137 +713583408,Attrited Customer,51,F,4,Graduate,Single,$40K - $60K,Blue,37,2,3,2,4708.0,920,3788.0,0.544,2179,50,1.273,0.195 +714037308,Existing Customer,54,M,2,High School,Married,$60K - $80K,Blue,50,3,1,3,2210.0,1002,1208.0,0.938,4798,86,0.654,0.453 +715581633,Existing Customer,53,F,3,Unknown,Married,$40K - $60K,Blue,45,4,3,1,1972.0,0,1972.0,0.761,5085,73,0.587,0.0 +795684783,Existing Customer,48,M,4,High School,Single,$60K - $80K,Blue,42,5,4,2,2384.0,1596,788.0,0.831,3149,59,0.903,0.669 +718645308,Existing Customer,35,M,4,College,Married,Less than $40K,Blue,36,3,3,3,2311.0,1222,1089.0,0.674,4730,89,0.745,0.529 +717870108,Existing Customer,46,F,4,Unknown,Unknown,$40K - $60K,Blue,37,6,4,2,1912.0,1172,740.0,0.827,4841,81,0.884,0.613 +815515158,Existing Customer,49,F,2,Unknown,Single,$40K - $60K,Blue,44,6,1,3,2147.0,1402,745.0,0.612,4240,69,0.683,0.653 +713957283,Attrited Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,23,3,2,3,3214.0,0,3214.0,0.435,2119,44,0.517,0.0 +715058433,Existing Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,3,3006.0,879,2127.0,0.759,5125,87,0.74,0.292 +794771208,Existing Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,46,5,1,2,2735.0,1942,793.0,0.582,3724,66,0.692,0.71 +720180633,Existing Customer,50,M,2,College,Married,$120K +,Blue,36,3,2,3,3390.0,2385,1005.0,0.656,4128,73,0.698,0.704 +815539233,Attrited Customer,54,M,4,High School,Single,$80K - $120K,Silver,49,1,3,4,34516.0,214,34302.0,0.0,1201,22,0.0,0.006 +778933983,Existing Customer,55,F,0,Uneducated,Unknown,Unknown,Blue,39,4,3,3,11249.0,2012,9237.0,0.659,3882,55,0.964,0.179 +717960033,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,44,6,3,1,2484.0,1495,989.0,0.922,4084,86,0.536,0.602 +825368658,Existing Customer,40,F,4,High School,Single,Less than $40K,Blue,36,5,5,3,2932.0,1664,1268.0,0.612,4795,82,0.708,0.568 +721154208,Existing Customer,60,F,1,Unknown,Married,Less than $40K,Blue,36,3,4,3,2882.0,2081,801.0,0.644,4933,103,0.661,0.722 +718572408,Existing Customer,45,F,5,Post-Graduate,Unknown,Less than $40K,Blue,36,5,2,3,2658.0,694,1964.0,0.722,4774,92,0.769,0.261 +749571633,Existing Customer,44,F,2,College,Unknown,Unknown,Blue,37,4,3,3,5589.0,1336,4253.0,0.944,4262,75,1.027,0.239 +713914683,Existing Customer,44,F,1,Graduate,Single,$40K - $60K,Blue,36,3,4,2,1484.0,885,599.0,0.951,4819,74,0.805,0.596 +713301633,Existing Customer,57,F,3,Doctorate,Single,Unknown,Blue,36,5,1,1,1678.0,1162,516.0,0.722,4402,87,0.851,0.692 +711399408,Attrited Customer,34,F,2,Graduate,Divorced,Unknown,Blue,25,2,3,4,12373.0,0,12373.0,0.71,2462,40,0.429,0.0 +711494208,Existing Customer,52,M,2,Unknown,Married,Less than $40K,Blue,36,3,3,3,2846.0,1606,1240.0,0.697,5092,86,0.792,0.564 +711716133,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,34,6,3,1,1585.0,1381,204.0,0.706,2360,40,0.379,0.871 +713906508,Existing Customer,42,F,3,Unknown,Single,Less than $40K,Blue,36,6,3,3,2837.0,834,2003.0,0.427,3892,69,0.408,0.294 +708768258,Existing Customer,51,F,4,Doctorate,Married,Less than $40K,Blue,43,6,1,2,2066.0,1077,989.0,0.715,4678,91,0.655,0.521 +719538183,Existing Customer,47,M,1,High School,Married,$60K - $80K,Blue,36,4,4,3,20789.0,0,20789.0,0.82,4105,67,0.718,0.0 +718957083,Existing Customer,48,F,1,Graduate,Single,Less than $40K,Blue,35,5,2,2,1449.0,0,1449.0,0.785,4797,88,0.913,0.0 +720872433,Attrited Customer,39,F,1,Uneducated,Single,$40K - $60K,Blue,28,5,3,6,3911.0,0,3911.0,0.897,2867,42,0.556,0.0 +779403558,Existing Customer,56,F,0,Unknown,Married,Less than $40K,Blue,45,5,1,1,1737.0,0,1737.0,0.653,4611,73,0.973,0.0 +788994783,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,35,3,4,3,1815.0,557,1258.0,0.672,4519,76,0.854,0.307 +715530258,Attrited Customer,46,F,2,Post-Graduate,Single,Unknown,Blue,37,1,3,3,4848.0,2517,2331.0,0.651,2353,53,0.828,0.519 +803380383,Existing Customer,46,F,5,Graduate,Divorced,Less than $40K,Blue,40,3,3,3,1592.0,925,667.0,0.804,4615,90,0.667,0.581 +716766033,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,31,5,2,3,1768.0,1242,526.0,0.776,4439,65,0.806,0.702 +757300008,Existing Customer,44,F,2,Graduate,Single,Unknown,Blue,37,4,3,3,8128.0,2344,5784.0,0.788,4251,80,1.051,0.288 +810986883,Existing Customer,45,F,0,High School,Single,Unknown,Blue,40,5,4,0,2557.0,1898,659.0,0.772,4808,83,0.694,0.742 +819200133,Existing Customer,44,M,3,Graduate,Unknown,$60K - $80K,Blue,39,5,4,3,2991.0,642,2349.0,0.76,4646,62,0.55,0.215 +710410158,Attrited Customer,49,M,2,Graduate,Unknown,$80K - $120K,Blue,38,3,4,3,34516.0,0,34516.0,0.482,1592,35,0.346,0.0 +714488433,Existing Customer,45,M,2,Unknown,Married,$80K - $120K,Blue,36,5,2,3,19099.0,2517,16582.0,0.628,4837,77,0.75,0.132 +714267858,Existing Customer,44,F,2,High School,Single,Unknown,Blue,37,6,2,1,4559.0,1680,2879.0,0.628,4934,76,0.949,0.369 +827062158,Existing Customer,58,M,2,High School,Single,$80K - $120K,Blue,54,6,3,2,22981.0,1696,21285.0,0.466,4192,66,0.571,0.074 +710669733,Existing Customer,38,F,1,Graduate,Single,$40K - $60K,Blue,36,4,2,2,2358.0,1965,393.0,0.614,4922,80,0.6,0.833 +716498883,Existing Customer,48,M,4,Graduate,Single,$80K - $120K,Blue,36,6,4,1,22067.0,685,21382.0,0.605,3577,64,0.882,0.031 +780529908,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,30,3,3,2,2023.0,1331,692.0,0.624,5098,79,0.681,0.658 +714028083,Existing Customer,36,F,1,Unknown,Single,Unknown,Blue,31,6,1,2,2222.0,0,2222.0,0.769,4095,65,0.912,0.0 +714572208,Existing Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,36,6,3,2,1438.3,788,650.3,0.741,4297,65,0.585,0.548 +708976908,Attrited Customer,40,M,3,Post-Graduate,Single,$80K - $120K,Blue,36,4,4,3,8958.0,0,8958.0,0.483,2131,43,0.387,0.0 +721409358,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,21,3,2,1,1937.0,733,1204.0,0.826,4547,73,0.973,0.378 +809311758,Existing Customer,40,M,3,Unknown,Single,$60K - $80K,Silver,35,6,3,2,25219.0,1503,23716.0,0.944,4429,87,0.642,0.06 +712602708,Attrited Customer,36,M,3,Unknown,Unknown,$80K - $120K,Blue,36,4,1,2,1815.0,0,1815.0,0.478,2039,34,0.36,0.0 +789087858,Existing Customer,60,F,0,Graduate,Married,$40K - $60K,Blue,48,4,2,1,3361.0,2473,888.0,0.895,4589,69,1.029,0.736 +711264033,Existing Customer,47,M,3,Doctorate,Divorced,$40K - $60K,Blue,36,4,2,3,4786.0,1516,3270.0,0.94,4973,74,0.85,0.317 +770180808,Existing Customer,37,F,4,Graduate,Single,Unknown,Blue,31,3,3,2,1438.3,0,1438.3,0.919,5001,91,0.625,0.0 +789271533,Existing Customer,51,F,1,Doctorate,Single,Less than $40K,Blue,40,5,3,2,1438.3,908,530.3,0.615,4653,74,0.897,0.631 +720152058,Existing Customer,42,F,1,Doctorate,Single,Less than $40K,Blue,35,5,1,3,2725.0,2444,281.0,0.959,4965,85,0.809,0.897 +826490133,Existing Customer,42,F,4,Uneducated,Divorced,Unknown,Blue,38,6,3,2,10039.0,1600,8439.0,0.7,4685,76,0.9,0.159 +717966933,Existing Customer,45,F,5,Uneducated,Married,Unknown,Blue,37,3,1,1,2467.0,1446,1021.0,0.73,5024,81,0.62,0.586 +808669083,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,47,3,1,3,1438.3,0,1438.3,0.775,5015,68,0.789,0.0 +771422883,Attrited Customer,57,F,3,Graduate,Married,Less than $40K,Blue,45,1,4,2,1759.0,186,1573.0,0.756,2705,35,0.522,0.106 +717570258,Existing Customer,46,M,5,Graduate,Married,Less than $40K,Blue,35,6,2,2,2206.0,1722,484.0,0.973,4455,67,0.763,0.781 +708703308,Attrited Customer,35,F,1,Unknown,Married,$40K - $60K,Blue,26,6,4,4,2045.0,1707,338.0,0.577,2183,39,0.696,0.835 +789508758,Existing Customer,54,F,2,Unknown,Single,Less than $40K,Blue,46,3,2,3,4170.0,641,3529.0,0.815,3669,67,0.595,0.154 +780653208,Existing Customer,47,F,3,College,Married,Less than $40K,Blue,36,5,4,2,3300.0,2517,783.0,0.94,3784,55,1.115,0.763 +709077933,Existing Customer,26,F,0,High School,Married,Less than $40K,Blue,18,5,3,2,5422.0,682,4740.0,0.892,4460,62,0.676,0.126 +715200783,Existing Customer,56,F,2,Graduate,Married,Unknown,Blue,36,6,2,3,2015.0,807,1208.0,0.831,5209,76,0.767,0.4 +710526633,Existing Customer,47,M,2,Unknown,Single,$60K - $80K,Blue,34,3,3,2,2048.0,1599,449.0,0.613,4855,88,0.872,0.781 +714186108,Existing Customer,37,F,2,Unknown,Single,Less than $40K,Blue,19,6,5,2,2152.0,1682,470.0,1.051,4126,71,0.972,0.782 +820047858,Attrited Customer,44,F,4,Graduate,Unknown,Less than $40K,Blue,39,1,4,2,3017.0,1868,1149.0,0.722,2096,50,0.471,0.619 +708894183,Existing Customer,53,M,3,College,Single,$120K +,Silver,44,4,4,2,34516.0,1073,33443.0,0.558,4485,86,0.755,0.031 +708186933,Attrited Customer,33,M,1,Graduate,Single,$60K - $80K,Blue,36,4,3,2,1819.0,725,1094.0,0.737,2254,45,0.406,0.399 +778937583,Existing Customer,46,F,3,Uneducated,Married,Less than $40K,Blue,29,5,1,1,2228.0,1449,779.0,0.61,4382,83,0.694,0.65 +708498033,Attrited Customer,44,F,3,Unknown,Married,Less than $40K,Blue,36,3,4,6,2279.0,1837,442.0,0.853,2789,52,0.677,0.806 +815315058,Attrited Customer,48,F,4,High School,Married,$40K - $60K,Blue,43,4,2,2,1438.3,0,1438.3,0.722,2520,45,0.452,0.0 +751607058,Existing Customer,45,M,2,Doctorate,Married,$120K +,Blue,38,4,3,3,1686.0,0,1686.0,0.812,4413,77,0.75,0.0 +718194858,Existing Customer,48,F,5,Graduate,Single,Unknown,Blue,35,5,2,3,1942.0,1488,454.0,0.816,4940,88,0.796,0.766 +827123883,Existing Customer,53,M,4,High School,Single,$60K - $80K,Blue,49,5,1,2,3858.0,0,3858.0,0.67,4472,92,0.614,0.0 +711473058,Existing Customer,44,M,4,Graduate,Divorced,$60K - $80K,Blue,32,6,3,2,11651.0,1368,10283.0,0.563,3870,64,0.561,0.117 +715197633,Existing Customer,43,M,3,Uneducated,Unknown,$40K - $60K,Blue,38,5,4,2,9449.0,1914,7535.0,0.87,4658,93,0.722,0.203 +713512308,Attrited Customer,50,F,0,Graduate,Single,Less than $40K,Blue,41,2,3,1,3423.0,0,3423.0,0.505,2229,45,0.406,0.0 +790023408,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,39,6,2,1,2915.0,2422,493.0,0.576,4037,83,0.766,0.831 +720403008,Existing Customer,50,F,3,Uneducated,Married,Unknown,Blue,38,4,4,1,11486.0,0,11486.0,0.383,4918,79,0.549,0.0 +709581483,Attrited Customer,40,F,4,Doctorate,Married,Less than $40K,Blue,21,1,2,1,2984.0,2517,467.0,0.574,2373,53,0.359,0.843 +711201108,Attrited Customer,37,F,3,High School,Single,Less than $40K,Blue,29,3,3,3,1653.0,0,1653.0,0.517,2284,35,0.296,0.0 +708784083,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,36,5,2,1,2723.0,1588,1135.0,0.852,4307,83,0.844,0.583 +712838358,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,31,5,2,3,1438.3,0,1438.3,0.553,4702,84,0.714,0.0 +714887808,Attrited Customer,43,F,1,Uneducated,Single,Less than $40K,Blue,36,1,3,2,1818.0,0,1818.0,0.758,2279,50,0.724,0.0 +716581983,Existing Customer,56,F,0,College,Married,$40K - $60K,Blue,36,5,2,3,4384.0,929,3455.0,0.678,4792,91,0.75,0.212 +716930133,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,36,3,3,2,1824.0,0,1824.0,0.797,4594,86,0.654,0.0 +808981608,Existing Customer,50,F,2,Uneducated,Married,Less than $40K,Blue,45,4,1,0,5452.0,540,4912.0,0.539,4220,66,0.737,0.099 +709714008,Attrited Customer,50,F,1,Unknown,Single,Unknown,Blue,39,6,3,3,9248.0,0,9248.0,0.613,2325,45,0.552,0.0 +811942983,Existing Customer,55,M,2,High School,Married,$120K +,Blue,50,3,2,3,17627.0,1756,15871.0,0.757,4836,74,0.721,0.1 +715565058,Existing Customer,27,F,1,Uneducated,Unknown,Less than $40K,Blue,16,3,1,2,1438.3,0,1438.3,0.469,4479,70,0.628,0.0 +714519408,Attrited Customer,44,F,3,College,Married,Less than $40K,Blue,36,2,3,3,5357.0,2139,3218.0,0.499,1979,48,0.655,0.399 +719153433,Existing Customer,49,F,4,Uneducated,Married,Unknown,Blue,38,4,2,1,2542.0,850,1692.0,0.723,4972,79,0.717,0.334 +809127858,Existing Customer,51,F,1,Post-Graduate,Single,$40K - $60K,Blue,46,4,1,3,2275.0,1219,1056.0,0.639,4807,72,0.6,0.536 +712740108,Attrited Customer,43,F,4,Uneducated,Divorced,Less than $40K,Blue,33,6,3,1,1706.0,0,1706.0,0.601,2371,45,0.5,0.0 +720251358,Attrited Customer,54,F,2,High School,Divorced,Less than $40K,Blue,36,6,3,1,3591.0,2517,1074.0,0.665,2313,43,0.536,0.701 +713935533,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Silver,29,5,1,3,19360.0,870,18490.0,0.532,3966,78,0.902,0.045 +710243208,Existing Customer,56,F,4,Unknown,Married,Less than $40K,Blue,44,3,3,2,1707.0,0,1707.0,0.683,4846,80,0.569,0.0 +708870408,Existing Customer,53,M,4,Unknown,Single,Less than $40K,Blue,43,6,3,1,3844.0,2079,1765.0,0.755,4271,56,0.806,0.541 +795844983,Existing Customer,45,F,3,High School,Married,$40K - $60K,Blue,39,6,4,1,2851.0,0,2851.0,0.482,3916,64,0.829,0.0 +828294933,Attrited Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,2,3,2951.0,2437,514.0,0.765,2519,36,0.565,0.826 +713531808,Existing Customer,38,F,1,Doctorate,Married,Less than $40K,Blue,28,6,1,1,1438.3,0,1438.3,0.813,4475,74,0.644,0.0 +712307283,Attrited Customer,54,M,1,College,Single,$120K +,Blue,37,6,2,3,9090.0,2517,6573.0,0.661,2239,43,0.72,0.277 +715778358,Existing Customer,45,M,5,Graduate,Married,$120K +,Blue,26,6,3,2,34516.0,797,33719.0,1.133,3643,59,1.034,0.023 +778910883,Attrited Customer,53,M,2,Unknown,Married,$80K - $120K,Blue,34,4,3,2,1837.0,875,962.0,0.58,2169,43,0.654,0.476 +710637183,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,40,3,3,3,2300.0,1906,394.0,0.803,4538,71,0.868,0.829 +712781883,Existing Customer,36,F,1,Uneducated,Married,Less than $40K,Blue,36,6,1,3,2611.0,537,2074.0,0.848,5121,83,0.804,0.206 +709664658,Existing Customer,40,M,4,Unknown,Unknown,$80K - $120K,Blue,27,4,3,2,22863.0,927,21936.0,0.569,4071,69,0.725,0.041 +717574683,Existing Customer,53,F,3,Unknown,Married,$40K - $60K,Blue,46,6,3,1,2192.0,1146,1046.0,0.622,4756,85,0.735,0.523 +771497283,Existing Customer,40,F,2,High School,Divorced,Less than $40K,Blue,28,4,6,3,2917.0,1310,1607.0,0.757,4736,79,0.795,0.449 +714991608,Existing Customer,41,F,3,High School,Single,$40K - $60K,Blue,31,3,3,2,1438.3,913,525.3,0.981,4300,68,0.619,0.635 +779848383,Attrited Customer,37,F,3,Graduate,Single,Less than $40K,Blue,21,4,2,2,1784.0,577,1207.0,0.542,2348,47,0.516,0.323 +715495308,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,36,5,4,1,8919.0,2231,6688.0,0.562,3923,73,1.028,0.25 +712431183,Existing Customer,52,F,2,Uneducated,Single,Less than $40K,Blue,37,4,3,1,2164.0,0,2164.0,0.688,5282,80,0.818,0.0 +714895608,Existing Customer,48,F,2,Unknown,Single,Unknown,Blue,38,4,4,3,2792.0,1375,1417.0,0.854,4364,62,0.879,0.492 +718324983,Existing Customer,60,F,0,College,Married,Less than $40K,Blue,49,5,3,3,1634.0,1155,479.0,0.874,4522,83,0.766,0.707 +713541033,Existing Customer,39,F,1,College,Single,Less than $40K,Blue,32,4,2,3,2144.0,1557,587.0,0.775,4571,85,0.848,0.726 +771989733,Existing Customer,37,M,2,Unknown,Single,$40K - $60K,Blue,26,4,1,2,3664.0,1449,2215.0,0.712,4413,65,0.548,0.395 +789698733,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,27,5,3,1,4788.0,1088,3700.0,0.808,4438,78,0.95,0.227 +787514433,Existing Customer,34,F,3,College,Married,Less than $40K,Blue,23,3,3,3,2164.0,1176,988.0,0.835,5075,71,0.868,0.543 +811081083,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,43,5,4,2,1532.0,1183,349.0,0.617,4359,78,0.857,0.772 +717371583,Attrited Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,36,1,3,5,1883.0,400,1483.0,0.528,1954,45,0.5,0.212 +715579233,Existing Customer,44,F,3,Doctorate,Single,$40K - $60K,Blue,40,4,1,3,3659.0,1356,2303.0,0.715,4861,74,0.762,0.371 +781930233,Existing Customer,47,F,2,High School,Married,Less than $40K,Blue,37,6,1,1,2946.0,2338,608.0,0.58,4717,70,0.628,0.794 +716825808,Existing Customer,45,F,3,Uneducated,Divorced,Less than $40K,Blue,36,5,1,0,2697.0,2216,481.0,0.681,4063,75,0.786,0.822 +757053408,Existing Customer,47,F,1,Graduate,Single,Unknown,Blue,40,3,1,3,3811.0,1970,1841.0,0.828,3578,76,0.689,0.517 +788418933,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,27,5,2,3,1613.0,1085,528.0,0.659,5000,85,0.848,0.673 +788898933,Existing Customer,42,F,4,College,Married,Less than $40K,Blue,27,6,2,1,2043.0,0,2043.0,1.019,5198,77,0.711,0.0 +712163433,Attrited Customer,47,M,3,Uneducated,Married,$40K - $60K,Blue,29,1,2,4,1684.0,644,1040.0,0.723,2164,36,0.714,0.382 +717343833,Existing Customer,47,F,5,Uneducated,Unknown,Unknown,Blue,34,4,1,3,3127.0,2094,1033.0,0.709,4518,86,0.83,0.67 +820868508,Existing Customer,47,M,2,College,Married,$40K - $60K,Blue,43,3,4,1,7106.0,736,6370.0,0.687,5192,75,0.562,0.104 +789240258,Existing Customer,50,F,2,Uneducated,Single,$40K - $60K,Blue,35,4,3,1,2784.0,2458,326.0,0.798,4904,81,0.8,0.883 +716951658,Existing Customer,51,F,3,High School,Single,$40K - $60K,Blue,38,5,3,1,5536.0,0,5536.0,0.695,4281,82,0.822,0.0 +718932633,Existing Customer,45,F,3,College,Married,Less than $40K,Blue,35,3,2,2,1717.0,1156,561.0,0.647,4301,64,0.641,0.673 +711487533,Attrited Customer,47,F,3,Unknown,Married,Less than $40K,Blue,38,3,3,2,1438.3,0,1438.3,0.198,1687,38,0.226,0.0 +715306983,Attrited Customer,42,M,5,High School,Married,$60K - $80K,Blue,36,1,2,3,1866.0,0,1866.0,0.798,2833,42,0.355,0.0 +712771233,Existing Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,36,3,4,1,2516.0,1268,1248.0,0.751,4461,80,0.818,0.504 +789637308,Attrited Customer,45,F,2,College,Divorced,$40K - $60K,Blue,39,4,3,4,3076.0,0,3076.0,0.734,2580,50,0.429,0.0 +717247383,Existing Customer,48,M,4,Graduate,Single,$40K - $60K,Blue,36,5,2,3,7514.0,0,7514.0,0.514,4789,69,0.408,0.0 +714842208,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,36,6,4,2,2804.0,1782,1022.0,0.698,4357,69,0.605,0.636 +794172033,Attrited Customer,58,F,1,Post-Graduate,Divorced,Less than $40K,Blue,52,4,1,3,1817.0,0,1817.0,0.503,2347,45,0.452,0.0 +713592408,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,28,3,3,2,2590.0,0,2590.0,0.63,3391,66,0.833,0.0 +709314408,Existing Customer,39,F,2,College,Single,$40K - $60K,Blue,29,5,3,1,4938.0,1593,3345.0,0.7,4516,82,0.783,0.323 +715957233,Existing Customer,53,M,3,College,Single,$60K - $80K,Blue,36,5,1,1,19940.0,2018,17922.0,0.42,4694,75,0.786,0.101 +719414658,Existing Customer,52,F,0,Graduate,Single,Unknown,Blue,36,3,4,1,12366.0,0,12366.0,0.738,4880,76,0.9,0.0 +719632683,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,30,6,3,3,2583.0,2235,348.0,0.508,4500,83,0.509,0.865 +708136908,Existing Customer,62,F,0,Graduate,Single,Less than $40K,Blue,53,5,2,2,2616.0,801,1815.0,0.719,4655,68,0.511,0.306 +721393083,Existing Customer,52,F,3,Unknown,Single,$40K - $60K,Blue,45,5,3,1,6053.0,577,5476.0,0.85,5035,64,1.37,0.095 +714520233,Attrited Customer,59,F,0,Graduate,Married,Less than $40K,Blue,36,2,3,2,1708.0,0,1708.0,0.443,1992,38,0.357,0.0 +709455108,Existing Customer,49,F,4,Unknown,Married,Less than $40K,Blue,33,3,2,1,2393.0,1667,726.0,0.974,3768,79,0.681,0.697 +767058183,Existing Customer,53,F,1,Graduate,Divorced,Less than $40K,Blue,46,5,4,3,3424.0,1333,2091.0,0.667,4485,61,0.694,0.389 +770800683,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Blue,35,3,3,3,2640.0,2133,507.0,1.008,4956,72,0.846,0.808 +779651058,Existing Customer,59,F,0,Unknown,Single,$40K - $60K,Blue,42,6,2,2,1931.0,1409,522.0,0.887,4797,65,0.625,0.73 +710443833,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,38,4,4,2,2123.0,995,1128.0,0.626,4516,78,0.625,0.469 +717725433,Attrited Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,44,3,4,2,1606.0,0,1606.0,0.763,2258,37,0.609,0.0 +720600858,Existing Customer,41,M,4,Graduate,Married,$60K - $80K,Blue,26,5,2,2,5633.0,1395,4238.0,0.542,3695,75,0.63,0.248 +717797658,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,45,6,2,2,1438.3,740,698.3,0.698,4970,87,0.933,0.514 +779458383,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,32,6,2,3,2590.0,2087,503.0,0.7,4248,73,0.78,0.806 +788767983,Existing Customer,43,M,5,Unknown,Single,$60K - $80K,Blue,24,3,1,3,4556.0,0,4556.0,0.961,4273,82,0.64,0.0 +711994458,Existing Customer,47,F,4,High School,Married,Unknown,Blue,39,6,4,0,1537.0,0,1537.0,0.712,4234,75,0.786,0.0 +713948808,Existing Customer,55,M,3,High School,Single,$60K - $80K,Blue,47,3,2,2,1602.0,962,640.0,0.834,4873,97,0.764,0.6 +710456658,Existing Customer,50,F,4,Graduate,Married,Less than $40K,Blue,31,4,2,1,2080.0,1799,281.0,0.651,5130,82,0.864,0.865 +771531708,Existing Customer,46,F,2,Unknown,Single,Unknown,Blue,34,6,3,1,7565.0,887,6678.0,0.81,4683,87,0.642,0.117 +713546883,Existing Customer,47,M,2,Graduate,Divorced,$60K - $80K,Blue,29,5,2,3,4786.0,1553,3233.0,0.61,5039,76,0.81,0.324 +711447783,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,38,4,2,3,2375.0,1353,1022.0,0.804,5000,76,0.617,0.57 +713746608,Existing Customer,48,F,2,High School,Married,Unknown,Blue,37,3,2,2,8446.0,908,7538.0,0.604,4240,67,0.763,0.108 +718020408,Existing Customer,60,F,1,Graduate,Married,Less than $40K,Blue,36,3,4,3,1977.0,545,1432.0,0.901,4393,72,0.946,0.276 +719475633,Existing Customer,42,M,3,Post-Graduate,Married,$80K - $120K,Blue,30,6,2,3,13908.0,0,13908.0,0.719,4319,81,0.976,0.0 +719654283,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Silver,42,3,3,2,19220.0,0,19220.0,0.997,4642,81,0.761,0.0 +720114633,Existing Customer,44,F,5,High School,Single,Less than $40K,Blue,30,3,3,1,2709.0,1726,983.0,0.698,5056,89,0.78,0.637 +816315558,Existing Customer,38,M,1,High School,Single,$60K - $80K,Blue,33,5,4,1,1503.0,879,624.0,0.776,4439,77,0.604,0.585 +712567083,Existing Customer,51,M,1,High School,Married,$80K - $120K,Blue,36,5,2,2,9186.0,0,9186.0,0.658,4986,88,0.76,0.0 +711302883,Existing Customer,50,F,0,Graduate,Single,Less than $40K,Blue,46,3,2,2,2165.0,1392,773.0,0.734,4194,72,0.946,0.643 +719775408,Existing Customer,41,F,4,High School,Single,Unknown,Blue,36,4,2,3,1438.3,0,1438.3,0.585,5020,85,0.7,0.0 +712070208,Existing Customer,61,F,1,College,Single,Unknown,Blue,50,4,4,1,6673.0,2458,4215.0,0.625,4141,82,0.547,0.368 +718641483,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,42,3,1,1,2404.0,1109,1295.0,0.639,4519,72,0.636,0.461 +710690733,Attrited Customer,47,F,3,Graduate,Married,Less than $40K,Blue,35,4,3,2,1666.0,0,1666.0,0.92,2816,38,0.52,0.0 +718441308,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,31,3,1,3,8228.0,1935,6293.0,0.627,4933,68,0.545,0.235 +772243833,Existing Customer,54,F,0,Doctorate,Single,Less than $40K,Blue,43,4,1,3,3186.0,968,2218.0,0.696,4077,75,0.63,0.304 +711992133,Existing Customer,53,F,1,Uneducated,Married,Less than $40K,Blue,41,4,2,2,2596.0,868,1728.0,0.743,4801,72,0.714,0.334 +779084208,Attrited Customer,43,F,3,High School,Divorced,Less than $40K,Blue,24,4,2,2,1662.0,613,1049.0,0.868,2326,31,0.55,0.369 +715304958,Attrited Customer,42,F,3,Graduate,Single,Less than $40K,Blue,27,6,2,2,2053.0,0,2053.0,0.866,3053,50,0.562,0.0 +713179083,Existing Customer,32,F,2,Uneducated,Single,Unknown,Blue,25,3,2,1,3193.0,1533,1660.0,0.936,4419,75,0.786,0.48 +709836258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Blue,41,5,1,2,1927.0,1337,590.0,0.667,5127,81,0.653,0.694 +715950483,Attrited Customer,39,F,1,Uneducated,Married,$40K - $60K,Blue,27,3,3,3,2821.0,725,2096.0,0.704,2397,35,0.296,0.257 +798281808,Existing Customer,48,M,4,High School,Married,$60K - $80K,Blue,42,5,4,3,3879.0,1214,2665.0,0.924,5158,79,0.681,0.313 +720414558,Existing Customer,56,F,2,Unknown,Married,Less than $40K,Blue,36,6,2,1,1971.0,922,1049.0,0.762,4827,84,0.867,0.468 +713509908,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,35,3,1,1,1755.0,1058,697.0,0.697,4719,90,0.8,0.603 +711919608,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,4,3,2,2031.0,1720,311.0,0.713,2702,32,0.778,0.847 +709993158,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,31,5,2,0,2330.0,1584,746.0,0.78,3917,71,0.651,0.68 +767815233,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,40,6,4,2,1438.3,0,1438.3,0.714,4283,88,0.833,0.0 +717624708,Attrited Customer,59,M,2,High School,Divorced,Less than $40K,Blue,51,6,5,3,1438.3,0,1438.3,0.734,2589,49,0.69,0.0 +720015183,Existing Customer,60,M,1,Graduate,Married,$120K +,Blue,46,6,3,1,5130.0,2048,3082.0,0.776,4601,88,0.76,0.399 +778236858,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,42,4,1,1,11794.0,1018,10776.0,0.898,5547,87,0.706,0.086 +789095958,Attrited Customer,50,M,1,Unknown,Single,$60K - $80K,Blue,38,4,3,3,7603.0,744,6859.0,0.711,2497,42,0.273,0.098 +713736333,Attrited Customer,41,F,3,Uneducated,Married,$40K - $60K,Blue,36,1,3,4,3606.0,0,3606.0,0.37,1829,41,0.519,0.0 +717836733,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,6,2,1,5153.0,1378,3775.0,0.744,4274,81,0.723,0.267 +712619808,Existing Customer,47,F,3,College,Single,Less than $40K,Blue,36,3,2,1,2500.0,1169,1331.0,0.638,4265,87,0.812,0.468 +712221408,Existing Customer,42,M,4,Graduate,Single,$40K - $60K,Blue,33,5,3,2,2654.0,1489,1165.0,0.668,4767,82,0.673,0.561 +714213708,Attrited Customer,35,F,3,College,Single,Less than $40K,Blue,25,4,3,2,3611.0,2517,1094.0,0.537,2178,45,0.552,0.697 +720289533,Existing Customer,47,F,4,Unknown,Married,Unknown,Blue,42,5,2,3,1882.0,1143,739.0,0.638,4536,85,0.889,0.607 +709469658,Existing Customer,47,M,3,Unknown,Single,$80K - $120K,Blue,36,3,1,2,7421.0,0,7421.0,0.708,4353,75,0.786,0.0 +772323033,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,33,3,2,2,4606.0,1556,3050.0,0.676,4363,78,0.66,0.338 +742572558,Existing Customer,32,F,0,High School,Divorced,Unknown,Blue,25,5,3,1,12268.0,1165,11103.0,0.832,4905,82,0.822,0.095 +718848183,Existing Customer,50,M,2,Post-Graduate,Married,$80K - $120K,Blue,42,6,1,1,9873.0,1276,8597.0,0.791,4613,82,0.745,0.129 +719034183,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,38,5,1,3,1555.0,1366,189.0,0.704,5490,86,0.755,0.878 +720142308,Attrited Customer,52,F,2,Graduate,Married,Less than $40K,Blue,36,5,3,4,2160.0,0,2160.0,0.645,2360,56,0.647,0.0 +771872733,Existing Customer,38,M,0,Unknown,Married,$60K - $80K,Blue,26,5,2,1,3809.0,1521,2288.0,0.692,4666,69,0.865,0.399 +718816158,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,33,3,3,3,5362.0,1984,3378.0,0.664,3851,87,0.642,0.37 +720003558,Existing Customer,43,F,1,Graduate,Unknown,Less than $40K,Blue,32,4,4,3,1834.0,1416,418.0,0.868,5653,79,0.927,0.772 +818993508,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,47,4,4,2,2577.0,879,1698.0,0.74,5021,75,0.744,0.341 +715672458,Existing Customer,47,M,5,Graduate,Single,$60K - $80K,Blue,36,6,3,2,2721.0,1264,1457.0,0.796,4557,71,0.972,0.465 +789820308,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,40,3,2,2,2925.0,2065,860.0,0.692,3913,47,1.474,0.706 +819688458,Attrited Customer,44,F,5,Graduate,Unknown,Less than $40K,Blue,39,6,3,2,1545.0,0,1545.0,0.749,2646,39,0.444,0.0 +710785383,Attrited Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,3,3,1,2212.0,0,2212.0,0.942,2394,55,0.897,0.0 +712837233,Existing Customer,46,M,2,High School,Single,$120K +,Blue,36,3,1,3,13001.0,1482,11519.0,0.552,3671,55,0.528,0.114 +713597658,Attrited Customer,36,F,3,Uneducated,Single,Less than $40K,Blue,22,3,3,1,2784.0,2378,406.0,0.525,2021,57,0.676,0.854 +713953383,Attrited Customer,50,M,1,Post-Graduate,Single,$60K - $80K,Blue,36,4,3,2,2317.0,0,2317.0,0.734,2214,41,0.519,0.0 +716891583,Existing Customer,41,F,3,High School,Unknown,Less than $40K,Blue,36,5,2,0,1867.0,970,897.0,0.828,4537,60,1.0,0.52 +716510658,Attrited Customer,50,F,0,Doctorate,Single,Less than $40K,Blue,38,4,3,3,2595.0,2353,242.0,0.924,2526,41,0.577,0.907 +708125733,Existing Customer,46,F,2,College,Divorced,Less than $40K,Blue,36,4,3,1,1438.3,0,1438.3,0.906,4311,77,0.833,0.0 +716484333,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,40,6,1,2,1696.0,1177,519.0,0.686,4410,84,0.826,0.694 +708519108,Attrited Customer,46,F,1,Graduate,Married,Unknown,Blue,24,3,3,2,2694.0,1576,1118.0,0.494,2041,57,0.9,0.585 +719740008,Attrited Customer,51,F,4,High School,Married,Less than $40K,Blue,41,3,3,4,2791.0,940,1851.0,0.813,2584,49,0.441,0.337 +717087858,Existing Customer,51,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,2146.0,967,1179.0,0.569,4253,74,0.721,0.451 +711605208,Attrited Customer,61,M,0,Uneducated,Married,$80K - $120K,Blue,43,3,3,5,1438.3,0,1438.3,0.7,1958,47,0.424,0.0 +714882258,Existing Customer,38,F,2,College,Married,Unknown,Blue,36,6,1,2,1438.3,730,708.3,0.921,4583,67,0.914,0.508 +792300858,Existing Customer,44,F,3,Graduate,Divorced,$40K - $60K,Blue,38,3,2,2,4269.0,1852,2417.0,0.682,4178,75,0.63,0.434 +766550808,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,38,3,6,1,4195.0,2440,1755.0,0.889,4430,72,0.714,0.582 +718941183,Existing Customer,48,F,1,College,Married,Less than $40K,Blue,38,5,2,2,1832.0,748,1084.0,0.879,4376,87,0.812,0.408 +708516558,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,36,3,2,1,2588.0,1782,806.0,0.546,4159,83,0.766,0.689 +709350783,Existing Customer,63,F,0,Unknown,Single,Less than $40K,Blue,36,6,1,1,4847.0,1856,2991.0,0.61,4712,76,0.81,0.383 +771230508,Existing Customer,46,F,4,College,Married,$40K - $60K,Blue,33,4,1,1,2423.0,429,1994.0,0.625,4717,80,0.739,0.177 +710978058,Existing Customer,50,F,0,Uneducated,Single,$40K - $60K,Blue,41,6,2,3,7507.0,1697,5810.0,1.098,4651,71,1.029,0.226 +713405133,Existing Customer,51,M,2,College,Married,$120K +,Blue,43,5,2,3,5232.0,1923,3309.0,0.629,4976,93,0.661,0.368 +710723958,Existing Customer,43,F,3,Uneducated,Single,Unknown,Blue,32,5,1,1,1438.3,491,947.3,0.494,5016,86,0.593,0.341 +823840458,Existing Customer,47,F,1,High School,Married,Unknown,Blue,43,4,2,2,1828.0,1517,311.0,0.661,4542,82,0.577,0.83 +791754258,Existing Customer,49,F,5,Graduate,Married,Unknown,Blue,43,4,3,2,2557.0,2351,206.0,0.807,4342,73,1.147,0.919 +789472833,Existing Customer,42,F,2,College,Divorced,Less than $40K,Blue,33,3,3,1,2283.0,1690,593.0,0.874,4377,64,0.488,0.74 +711099408,Existing Customer,35,F,4,High School,Single,Less than $40K,Blue,25,5,2,3,2684.0,1658,1026.0,0.669,4657,76,1.0,0.618 +745853283,Existing Customer,38,F,1,Graduate,Married,Unknown,Blue,31,3,1,3,7234.0,0,7234.0,0.899,5198,75,1.083,0.0 +717790233,Existing Customer,37,F,2,College,Single,$40K - $60K,Blue,26,3,2,3,1438.3,743,695.3,0.561,4730,80,0.778,0.517 +818791833,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,37,4,2,1,2730.0,1303,1427.0,1.308,4750,76,0.9,0.477 +714981483,Existing Customer,50,F,3,High School,Married,Unknown,Blue,38,4,2,1,2808.0,1720,1088.0,0.836,5137,81,0.723,0.613 +719373558,Existing Customer,42,F,3,Unknown,Single,Less than $40K,Blue,36,6,1,1,6275.0,0,6275.0,0.79,4308,75,0.786,0.0 +823609383,Existing Customer,43,F,4,College,Unknown,$40K - $60K,Blue,39,4,1,3,1438.3,0,1438.3,0.68,4528,83,1.128,0.0 +714408933,Attrited Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,36,4,2,2,10834.0,0,10834.0,0.522,2249,51,0.594,0.0 +713661933,Existing Customer,44,F,1,College,Married,Less than $40K,Blue,33,5,1,3,1522.0,0,1522.0,0.783,4835,70,0.489,0.0 +716218908,Existing Customer,48,F,4,Doctorate,Single,Unknown,Blue,39,6,1,1,2845.0,919,1926.0,0.652,2635,43,1.263,0.323 +818710233,Existing Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,6,2,3,2329.0,1271,1058.0,0.729,4382,70,0.667,0.546 +719463708,Existing Customer,47,F,1,Uneducated,Single,$40K - $60K,Blue,34,5,1,3,2099.0,1164,935.0,0.717,4471,80,0.667,0.555 +817958733,Existing Customer,42,F,2,Uneducated,Married,Unknown,Blue,37,6,1,1,5099.0,958,4141.0,0.607,4025,73,0.521,0.188 +708397008,Existing Customer,54,F,4,Graduate,Married,Unknown,Blue,43,3,2,3,3805.0,821,2984.0,0.807,4326,67,0.811,0.216 +720547533,Existing Customer,47,F,2,High School,Married,Unknown,Blue,32,3,2,1,11438.0,0,11438.0,0.815,4346,90,0.915,0.0 +708780783,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,33,4,3,3,2434.0,1169,1265.0,0.689,4739,76,0.81,0.48 +758178558,Existing Customer,44,F,3,Graduate,Single,Unknown,Blue,37,3,2,1,4703.0,1555,3148.0,0.932,4127,89,0.648,0.331 +716237508,Existing Customer,44,F,5,High School,Married,Unknown,Blue,36,4,3,2,5254.0,2507,2747.0,0.751,4501,64,0.641,0.477 +714735033,Existing Customer,45,F,5,Doctorate,Married,Less than $40K,Blue,34,4,2,2,1438.3,491,947.3,0.708,4376,84,0.787,0.341 +709726158,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,26,5,3,0,2206.0,1110,1096.0,0.746,5196,92,0.614,0.503 +770909433,Existing Customer,50,F,2,College,Married,$40K - $60K,Blue,37,6,2,1,3600.0,1904,1696.0,0.72,4946,75,0.531,0.529 +822121608,Existing Customer,46,M,2,High School,Unknown,$60K - $80K,Blue,42,3,3,2,7116.0,693,6423.0,0.759,4759,81,0.841,0.097 +717278808,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,28,4,2,1,1788.0,0,1788.0,1.001,3511,56,0.931,0.0 +712640583,Existing Customer,60,F,0,Doctorate,Married,Unknown,Blue,51,4,1,3,7508.0,2148,5360.0,0.89,4950,70,0.707,0.286 +716099958,Attrited Customer,39,F,5,Unknown,Married,$40K - $60K,Blue,31,3,3,6,3333.0,1867,1466.0,0.947,3348,50,0.282,0.56 +788772708,Existing Customer,50,F,2,Graduate,Married,Unknown,Blue,31,5,1,3,13745.0,0,13745.0,0.53,4432,61,0.605,0.0 +712795833,Attrited Customer,34,F,4,Graduate,Married,Less than $40K,Blue,36,2,2,4,5021.0,2517,2504.0,0.587,2270,40,0.481,0.501 +718892283,Existing Customer,43,M,2,Graduate,Married,$40K - $60K,Blue,34,3,2,1,4396.0,0,4396.0,0.592,4771,78,1.053,0.0 +720294258,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,30,4,2,2,2558.0,0,2558.0,0.728,4635,82,0.64,0.0 +721181883,Existing Customer,30,F,0,College,Single,Unknown,Blue,18,4,2,3,9641.0,0,9641.0,0.907,4710,75,0.667,0.0 +712098033,Existing Customer,38,F,1,Uneducated,Married,Unknown,Blue,36,3,3,1,12621.0,912,11709.0,0.64,4945,78,0.56,0.072 +712593933,Attrited Customer,40,M,3,Doctorate,Married,$40K - $60K,Blue,36,3,3,4,2313.0,0,2313.0,0.673,2249,42,0.312,0.0 +711343233,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,36,3,1,3,1438.3,1183,255.3,0.841,4551,65,0.667,0.822 +712394283,Existing Customer,44,F,4,Graduate,Divorced,Less than $40K,Blue,30,4,3,2,1791.0,1314,477.0,0.725,5109,79,0.756,0.734 +790021233,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,44,3,3,2,2300.0,1598,702.0,0.813,4287,84,0.714,0.695 +711890808,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,2,2526.0,2048,478.0,0.716,4267,72,0.8,0.811 +714164808,Attrited Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,33,4,3,2,2918.0,0,2918.0,0.559,2056,54,0.459,0.0 +825850383,Existing Customer,53,F,2,Graduate,Single,Unknown,Blue,49,4,2,3,6074.0,0,6074.0,0.697,4303,77,0.674,0.0 +789533133,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,37,5,1,2,4995.0,1766,3229.0,0.76,4389,82,0.864,0.354 +779523258,Existing Customer,34,M,2,Graduate,Married,$40K - $60K,Blue,17,6,2,1,3323.0,1062,2261.0,0.729,4610,78,0.773,0.32 +719617758,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,48,3,1,3,2464.0,1794,670.0,0.682,4610,76,0.9,0.728 +779858058,Existing Customer,34,F,2,Graduate,Unknown,Less than $40K,Blue,18,4,1,3,2730.0,0,2730.0,0.648,4530,72,0.714,0.0 +710423358,Existing Customer,35,F,1,College,Unknown,Unknown,Blue,29,4,3,3,1438.3,966,472.3,0.871,5249,81,0.761,0.672 +710500983,Attrited Customer,43,M,2,College,Single,$80K - $120K,Blue,34,2,4,3,4617.0,1035,3582.0,0.36,1779,35,0.591,0.224 +711851583,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,42,6,2,1,8220.0,1015,7205.0,1.063,4794,77,0.878,0.123 +779405133,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,29,4,3,1,5716.0,623,5093.0,0.673,4387,79,0.881,0.109 +719410083,Existing Customer,49,F,2,Unknown,Single,Less than $40K,Blue,36,4,3,0,1635.0,1220,415.0,0.565,4807,56,0.931,0.746 +796196733,Existing Customer,52,F,2,Unknown,Single,$40K - $60K,Blue,46,4,2,3,4259.0,0,4259.0,0.59,4389,80,0.702,0.0 +711904008,Attrited Customer,40,M,4,High School,Married,$60K - $80K,Blue,36,4,3,5,5869.0,0,5869.0,0.642,2203,41,0.519,0.0 +717666783,Attrited Customer,56,F,3,College,Single,Less than $40K,Blue,46,1,3,3,2272.0,1350,922.0,0.762,2354,49,0.96,0.594 +719911458,Existing Customer,49,F,5,High School,Married,Less than $40K,Blue,36,4,2,3,2598.0,1848,750.0,0.547,4396,78,0.814,0.711 +787506558,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,38,4,1,1,10762.0,703,10059.0,0.548,4509,71,0.543,0.065 +719046558,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,36,6,3,3,1982.0,1751,231.0,0.843,4313,62,0.676,0.883 +708291633,Existing Customer,33,F,2,Doctorate,Unknown,Unknown,Blue,21,3,3,3,4651.0,2499,2152.0,0.766,5097,79,0.795,0.537 +720731808,Attrited Customer,52,F,3,Graduate,Single,Less than $40K,Blue,38,2,3,4,2437.0,0,2437.0,0.912,3068,53,0.656,0.0 +745124658,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,35,5,2,1,2563.0,1579,984.0,0.924,4838,70,0.707,0.616 +789907533,Attrited Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,40,4,2,3,4576.0,193,4383.0,0.85,3100,54,0.742,0.042 +716466483,Existing Customer,44,F,3,Uneducated,Single,$40K - $60K,Blue,34,3,3,3,2245.0,1342,903.0,0.687,4624,87,0.706,0.598 +715919283,Attrited Customer,39,F,4,College,Single,$40K - $60K,Blue,36,3,2,3,1776.0,0,1776.0,0.518,2201,31,0.292,0.0 +756736008,Existing Customer,45,F,2,Post-Graduate,Married,Less than $40K,Blue,38,3,2,3,2911.0,1471,1440.0,0.871,4450,62,0.771,0.505 +772857558,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Blue,30,4,2,3,2257.0,896,1361.0,0.68,4618,94,0.516,0.397 +709246683,Existing Customer,62,M,1,Unknown,Single,Unknown,Blue,36,5,1,1,18457.0,2248,16209.0,0.578,3603,69,0.643,0.122 +714559458,Attrited Customer,46,M,4,College,Married,$60K - $80K,Blue,36,4,2,1,1681.0,0,1681.0,0.464,1953,48,0.5,0.0 +778405458,Existing Customer,52,F,2,High School,Single,Unknown,Blue,32,6,1,3,1461.0,0,1461.0,0.676,4633,80,0.778,0.0 +772150983,Attrited Customer,48,F,3,High School,Unknown,Less than $40K,Blue,37,4,2,1,2363.0,978,1385.0,0.662,2635,40,0.538,0.414 +715128408,Existing Customer,49,F,2,Unknown,Married,Less than $40K,Blue,36,5,3,3,1438.3,863,575.3,0.605,4482,67,0.914,0.6 +717856983,Existing Customer,42,F,5,Uneducated,Married,Unknown,Blue,29,3,2,3,1840.0,1267,573.0,0.605,4515,76,0.49,0.689 +778231983,Existing Customer,49,F,4,Unknown,Single,$40K - $60K,Blue,39,6,2,3,7382.0,1326,6056.0,0.806,4792,65,0.667,0.18 +823908858,Existing Customer,51,M,4,Unknown,Married,$80K - $120K,Blue,47,4,3,2,3861.0,622,3239.0,0.794,4816,81,0.976,0.161 +798011733,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,47,4,1,2,1562.0,751,811.0,0.925,4574,81,0.976,0.481 +717945108,Existing Customer,49,F,3,Graduate,Unknown,$40K - $60K,Blue,36,6,1,2,3088.0,1477,1611.0,0.748,5095,77,0.833,0.478 +712560558,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,42,5,2,1,1438.3,0,1438.3,0.612,4660,87,0.891,0.0 +711391308,Existing Customer,46,F,4,Uneducated,Married,$40K - $60K,Blue,34,6,3,3,2168.0,1704,464.0,0.725,4584,92,0.769,0.786 +717688233,Existing Customer,34,F,4,High School,Married,$40K - $60K,Blue,28,6,1,0,2432.0,851,1581.0,0.873,4760,69,0.917,0.35 +721093608,Existing Customer,44,M,2,High School,Single,$40K - $60K,Blue,31,5,1,1,2197.0,0,2197.0,0.921,4548,64,0.641,0.0 +712669983,Existing Customer,39,M,3,Graduate,Single,$80K - $120K,Blue,30,5,3,3,10009.0,1604,8405.0,0.449,4347,75,0.786,0.16 +790017858,Existing Customer,47,F,3,Post-Graduate,Unknown,$40K - $60K,Blue,36,6,1,2,3979.0,1319,2660.0,0.85,4598,67,0.634,0.331 +712012758,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,41,5,1,3,2189.0,1860,329.0,0.834,4195,81,0.653,0.85 +720249183,Existing Customer,46,F,2,Graduate,Single,Unknown,Blue,31,5,2,3,8243.0,927,7316.0,0.568,4503,90,0.765,0.112 +821813058,Existing Customer,42,M,1,High School,Divorced,$80K - $120K,Blue,38,4,2,1,11946.0,1172,10774.0,0.614,4862,77,0.878,0.098 +778152108,Existing Customer,31,F,0,High School,Single,Less than $40K,Blue,23,4,2,3,2239.0,1256,983.0,0.605,4986,83,0.976,0.561 +720563958,Existing Customer,48,F,3,Post-Graduate,Married,Unknown,Blue,38,6,1,3,4025.0,0,4025.0,0.887,4445,92,0.673,0.0 +719633508,Existing Customer,52,F,1,Doctorate,Married,Less than $40K,Blue,39,3,1,1,1663.0,0,1663.0,0.707,4875,86,0.654,0.0 +716689383,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,26,4,1,1,3649.0,929,2720.0,0.633,3964,77,0.75,0.255 +711420258,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,36,5,3,2,1438.3,0,1438.3,0.705,4432,71,0.651,0.0 +713177808,Existing Customer,57,F,3,College,Single,Less than $40K,Blue,51,5,1,0,2894.0,0,2894.0,0.886,5405,87,0.706,0.0 +708897408,Existing Customer,46,M,3,College,Single,$60K - $80K,Blue,36,4,2,3,1621.0,787,834.0,0.551,4719,73,0.738,0.486 +710855508,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,33,4,3,1,2740.0,1786,954.0,0.597,4327,70,1.333,0.652 +710115108,Existing Customer,45,F,2,Graduate,Unknown,$40K - $60K,Blue,37,5,2,3,5562.0,1556,4006.0,0.751,4568,76,0.767,0.28 +713920158,Attrited Customer,41,F,3,Uneducated,Unknown,Unknown,Blue,36,2,3,1,13733.0,0,13733.0,0.325,1591,30,0.875,0.0 +715303608,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,36,5,2,1,2374.0,1332,1042.0,0.686,4253,81,0.884,0.561 +710897133,Existing Customer,51,F,3,Unknown,Unknown,Less than $40K,Blue,36,5,2,2,2267.0,1357,910.0,0.697,4464,85,0.735,0.599 +772813458,Existing Customer,48,F,3,Graduate,Married,Unknown,Blue,39,3,1,2,6130.0,1741,4389.0,0.578,4264,63,0.658,0.284 +712998033,Attrited Customer,37,M,3,High School,Single,$120K +,Blue,36,3,2,2,7361.0,0,7361.0,0.59,2109,44,0.571,0.0 +712843983,Attrited Customer,41,F,2,College,Divorced,Less than $40K,Blue,36,3,3,4,1569.0,257,1312.0,0.408,2288,45,0.667,0.164 +717947508,Existing Customer,47,M,3,Uneducated,Divorced,$80K - $120K,Blue,34,5,1,3,1626.0,1013,613.0,0.826,5262,83,0.729,0.623 +719279208,Existing Customer,35,F,1,Unknown,Married,Less than $40K,Blue,36,3,1,2,2158.0,1299,859.0,0.733,4946,73,0.973,0.602 +711365133,Existing Customer,43,M,1,Unknown,Single,$60K - $80K,Blue,31,4,3,1,2283.0,1470,813.0,0.935,5100,76,0.689,0.644 +720328008,Existing Customer,57,F,1,High School,Unknown,$40K - $60K,Blue,42,3,1,1,2542.0,1884,658.0,0.715,4518,88,1.095,0.741 +718183833,Existing Customer,30,F,1,Graduate,Single,Less than $40K,Blue,18,4,2,1,1438.3,0,1438.3,0.6,4322,68,0.619,0.0 +717985158,Existing Customer,47,M,2,Graduate,Unknown,$40K - $60K,Blue,37,3,3,1,2335.0,1373,962.0,0.876,4267,81,0.653,0.588 +771928608,Existing Customer,34,M,1,Uneducated,Single,$60K - $80K,Blue,23,6,1,1,2033.0,1832,201.0,0.938,4110,74,0.947,0.901 +713355708,Existing Customer,41,F,3,High School,Married,Unknown,Blue,31,4,6,3,4739.0,1878,2861.0,0.719,5238,84,0.826,0.396 +816761433,Existing Customer,36,M,2,College,Single,$80K - $120K,Blue,31,5,2,3,5821.0,764,5057.0,0.688,5291,96,0.684,0.131 +714245358,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,3,2,2182.0,1566,616.0,0.574,3935,77,0.711,0.718 +716313858,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,36,6,4,0,3319.0,913,2406.0,0.612,4560,84,1.049,0.275 +714868608,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,36,6,3,1,3021.0,1530,1491.0,0.731,4105,76,0.767,0.506 +717273333,Existing Customer,49,M,5,College,Married,$80K - $120K,Blue,37,3,2,2,29219.0,0,29219.0,0.77,4575,84,0.68,0.0 +711631158,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,42,6,2,2,1438.3,869,569.3,0.821,4664,77,0.878,0.604 +714127383,Attrited Customer,48,F,3,Unknown,Unknown,Unknown,Blue,36,3,3,2,4431.0,2517,1914.0,0.499,2185,48,0.371,0.568 +790204983,Existing Customer,46,F,2,Graduate,Married,Unknown,Blue,40,4,5,3,3131.0,0,3131.0,0.811,4507,93,0.632,0.0 +822051858,Existing Customer,26,F,0,Graduate,Single,Less than $40K,Blue,22,3,1,3,1486.0,0,1486.0,0.734,4535,82,0.907,0.0 +715144383,Existing Customer,40,F,3,High School,Single,Unknown,Blue,36,3,3,2,6384.0,2034,4350.0,0.493,4413,83,0.886,0.319 +717971208,Existing Customer,39,F,5,Graduate,Single,Less than $40K,Blue,28,3,3,2,2077.0,0,2077.0,0.59,3647,69,0.917,0.0 +718829358,Existing Customer,40,F,3,Uneducated,Divorced,$40K - $60K,Blue,32,3,1,2,1956.0,958,998.0,0.789,4977,76,0.854,0.49 +779380908,Attrited Customer,51,M,1,Unknown,Married,$80K - $120K,Blue,39,4,3,4,24462.0,946,23516.0,0.475,1709,37,0.542,0.039 +714144258,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,34,6,2,1,2725.0,2517,208.0,0.482,4430,66,0.692,0.924 +797666358,Existing Customer,46,F,4,Uneducated,Unknown,$40K - $60K,Blue,40,6,3,1,1474.0,843,631.0,0.751,4452,65,1.097,0.572 +709965858,Existing Customer,46,M,1,High School,Married,$120K +,Blue,28,4,3,3,9880.0,1792,8088.0,0.804,4609,80,0.951,0.181 +779980758,Existing Customer,58,M,2,High School,Divorced,$60K - $80K,Blue,46,6,2,0,2467.0,1176,1291.0,0.811,4744,73,0.921,0.477 +811775883,Existing Customer,46,M,4,Graduate,Divorced,$60K - $80K,Blue,41,4,2,1,5397.0,2336,3061.0,0.67,4734,96,0.846,0.433 +799720158,Existing Customer,50,M,1,Graduate,Single,$80K - $120K,Blue,44,3,3,2,3370.0,1133,2237.0,0.722,4726,86,0.686,0.336 +713011683,Attrited Customer,37,F,3,College,Married,Unknown,Blue,24,4,2,4,11239.0,0,11239.0,0.32,2055,43,0.162,0.0 +713503983,Existing Customer,55,F,3,College,Married,$40K - $60K,Blue,36,5,1,3,2240.0,1231,1009.0,0.637,3623,71,0.69,0.55 +712137033,Existing Customer,52,F,2,College,Married,Unknown,Blue,45,5,1,2,2737.0,1719,1018.0,0.657,4725,63,0.615,0.628 +715910883,Existing Customer,48,F,1,High School,Married,Less than $40K,Blue,40,5,4,3,4170.0,1384,2786.0,0.77,4532,94,0.649,0.332 +718142958,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,27,3,3,2,21839.0,960,20879.0,0.566,5623,94,0.516,0.044 +719359458,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,42,6,3,2,1991.0,0,1991.0,0.954,4527,66,0.61,0.0 +714869958,Existing Customer,55,M,2,Uneducated,Single,$120K +,Blue,36,6,2,3,29795.0,2364,27431.0,0.759,3949,71,0.919,0.079 +771163533,Existing Customer,52,F,1,Unknown,Married,$40K - $60K,Blue,39,3,2,1,1438.3,635,803.3,0.744,4617,79,0.927,0.441 +709028208,Existing Customer,44,F,2,Graduate,Married,Unknown,Blue,37,6,3,2,24221.0,1274,22947.0,0.452,3361,63,0.853,0.053 +719834208,Existing Customer,42,M,2,Graduate,Married,$60K - $80K,Blue,35,6,1,2,2131.0,1288,843.0,0.797,4264,81,0.841,0.604 +779305008,Existing Customer,41,F,4,High School,Single,Less than $40K,Blue,23,3,2,2,2787.0,2053,734.0,0.76,4949,76,0.551,0.737 +714506583,Existing Customer,48,F,4,Graduate,Unknown,Less than $40K,Blue,38,4,3,1,1438.3,0,1438.3,0.647,4601,78,0.625,0.0 +712677633,Attrited Customer,42,F,0,Uneducated,Divorced,Unknown,Blue,31,3,3,4,2712.0,0,2712.0,0.724,2307,28,0.474,0.0 +708450033,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,13,6,2,1,2605.0,2269,336.0,0.881,5298,79,0.837,0.871 +719606133,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Blue,31,3,2,1,5169.0,2296,2873.0,0.773,4656,88,0.796,0.444 +789772983,Existing Customer,49,M,3,College,Unknown,$80K - $120K,Blue,38,3,3,3,4694.0,0,4694.0,0.582,3798,56,1.24,0.0 +720656883,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,40,3,3,1,1848.0,501,1347.0,0.653,4600,69,0.683,0.271 +718108758,Existing Customer,43,M,2,Unknown,Single,$60K - $80K,Blue,36,3,1,2,6039.0,1759,4280.0,0.479,4538,86,0.654,0.291 +709408983,Existing Customer,54,M,2,High School,Married,$120K +,Blue,42,3,2,3,5256.0,889,4367.0,0.559,5078,91,0.685,0.169 +771592458,Existing Customer,48,F,1,Graduate,Unknown,Less than $40K,Blue,36,6,2,3,1708.0,1059,649.0,0.764,4880,79,0.795,0.62 +778932633,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,40,5,3,2,1629.0,1185,444.0,0.766,4897,83,0.886,0.727 +708669408,Existing Customer,54,M,5,College,Single,$60K - $80K,Blue,45,6,1,3,20401.0,0,20401.0,0.723,4637,75,0.562,0.0 +779947908,Existing Customer,56,M,2,Graduate,Divorced,$120K +,Blue,45,3,3,1,3296.0,1435,1861.0,0.968,4327,66,0.737,0.435 +716007708,Existing Customer,48,M,2,Graduate,Married,$120K +,Blue,37,3,1,2,8956.0,1279,7677.0,0.864,4814,73,1.212,0.143 +767574108,Existing Customer,49,F,1,College,Married,Less than $40K,Blue,43,4,3,2,1438.3,786,652.3,0.609,4094,64,0.561,0.546 +720777558,Existing Customer,46,F,4,Graduate,Single,Less than $40K,Blue,38,6,2,2,2671.0,1713,958.0,0.732,4519,79,0.795,0.641 +816841083,Existing Customer,58,F,3,College,Married,Less than $40K,Blue,53,4,3,1,2493.0,1566,927.0,0.767,4867,90,0.607,0.628 +778849908,Existing Customer,59,F,1,Doctorate,Married,Less than $40K,Blue,40,3,3,1,2687.0,2452,235.0,0.817,4697,81,0.761,0.913 +708745983,Existing Customer,37,F,2,Unknown,Married,$40K - $60K,Blue,36,4,2,2,2208.0,1559,649.0,0.51,4686,81,0.761,0.706 +713381433,Attrited Customer,38,F,1,High School,Married,Less than $40K,Blue,28,3,3,3,4196.0,731,3465.0,0.485,1868,30,0.2,0.174 +779404383,Existing Customer,47,F,5,Uneducated,Divorced,Unknown,Blue,36,6,2,3,12581.0,1235,11346.0,0.611,4427,76,1.303,0.098 +718607883,Existing Customer,41,M,3,Post-Graduate,Single,$80K - $120K,Blue,30,4,2,2,17890.0,2517,15373.0,0.983,4831,81,0.8,0.141 +710542983,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,21,4,6,0,1930.0,0,1930.0,0.815,5033,87,0.582,0.0 +709769283,Existing Customer,36,F,4,Unknown,Divorced,Unknown,Blue,16,6,3,3,8513.0,0,8513.0,0.631,4162,70,1.0,0.0 +721253508,Existing Customer,40,M,3,High School,Married,$80K - $120K,Blue,36,6,3,1,9599.0,2356,7243.0,0.791,4754,84,0.68,0.245 +801037833,Existing Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,32,6,2,3,3192.0,2517,675.0,0.658,4236,87,0.891,0.789 +711452583,Existing Customer,43,F,4,Graduate,Unknown,Unknown,Blue,36,6,5,1,2778.0,2517,261.0,0.796,4575,60,0.714,0.906 +716697708,Attrited Customer,61,F,1,High School,Single,Unknown,Blue,52,3,2,4,3293.0,0,3293.0,0.838,3121,56,0.867,0.0 +708176208,Existing Customer,48,F,1,Graduate,Married,$40K - $60K,Blue,36,4,4,1,7268.0,0,7268.0,0.691,4199,80,0.905,0.0 +716474358,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,35,5,3,2,1721.0,729,992.0,0.902,4853,74,0.644,0.424 +713121408,Existing Customer,38,M,3,College,Married,$80K - $120K,Blue,30,5,3,2,3976.0,1667,2309.0,0.929,4372,69,0.683,0.419 +794567133,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,35,5,2,3,1954.0,808,1146.0,0.826,4897,70,0.795,0.414 +717609633,Existing Customer,44,M,3,Unknown,Married,$120K +,Blue,32,6,2,2,12725.0,1759,10966.0,1.056,4139,58,0.812,0.138 +708899283,Existing Customer,40,F,3,Uneducated,Single,Unknown,Blue,28,3,3,3,2690.0,1935,755.0,0.593,4917,81,0.653,0.719 +772415808,Existing Customer,48,F,5,Post-Graduate,Married,$40K - $60K,Blue,38,3,3,1,2926.0,716,2210.0,0.949,4219,78,0.592,0.245 +716176683,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,33,5,1,1,2371.0,1748,623.0,0.663,4460,78,1.053,0.737 +709245783,Existing Customer,44,F,3,Graduate,Married,Unknown,Blue,27,5,1,1,7751.0,1965,5786.0,0.782,4543,90,0.731,0.254 +720507108,Attrited Customer,42,F,3,College,Married,Less than $40K,Blue,28,3,3,2,1601.0,0,1601.0,0.63,2339,41,0.414,0.0 +716751858,Attrited Customer,34,F,1,Unknown,Married,Less than $40K,Blue,36,2,3,3,2401.0,496,1905.0,0.647,2597,40,0.379,0.207 +712829808,Attrited Customer,39,M,3,Uneducated,Married,$60K - $80K,Blue,29,4,3,4,2187.0,0,2187.0,0.467,2031,40,0.333,0.0 +711900033,Existing Customer,57,F,0,Doctorate,Married,Unknown,Blue,46,5,2,1,4661.0,1734,2927.0,0.789,5242,81,1.382,0.372 +712566258,Existing Customer,40,F,2,Post-Graduate,Divorced,Unknown,Blue,27,6,3,1,8494.0,2023,6471.0,0.871,4486,77,0.974,0.238 +712732908,Existing Customer,36,M,4,Graduate,Married,$80K - $120K,Blue,36,5,3,1,2262.0,1450,812.0,0.735,4116,84,0.787,0.641 +717908208,Existing Customer,43,F,3,Graduate,Divorced,Less than $40K,Blue,36,6,1,2,2525.0,1595,930.0,0.78,4859,82,0.864,0.632 +826136283,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,34,3,3,2,2450.0,1981,469.0,0.712,4352,66,0.784,0.809 +778714833,Existing Customer,36,F,4,College,Married,Unknown,Blue,18,4,3,2,3926.0,1760,2166.0,0.874,4890,92,0.704,0.448 +779302233,Attrited Customer,40,F,4,Graduate,Single,Less than $40K,Blue,22,4,2,3,1438.3,0,1438.3,0.695,2502,45,0.452,0.0 +778659108,Existing Customer,51,F,2,High School,Single,Unknown,Blue,31,6,2,1,4789.0,2203,2586.0,0.847,4718,81,0.976,0.46 +720374808,Existing Customer,41,F,2,Unknown,Unknown,Less than $40K,Blue,34,6,3,3,2864.0,1928,936.0,0.769,4641,78,0.66,0.673 +719592483,Existing Customer,43,F,5,Graduate,Single,Unknown,Blue,34,6,6,3,4607.0,2440,2167.0,0.646,4825,77,0.878,0.53 +714702033,Existing Customer,43,F,4,Graduate,Unknown,Less than $40K,Blue,34,5,3,3,1971.0,979,992.0,1.024,5446,75,0.974,0.497 +717042333,Attrited Customer,53,F,2,College,Married,Less than $40K,Blue,44,3,3,3,1473.0,0,1473.0,0.92,2836,48,0.6,0.0 +779122908,Existing Customer,55,F,3,Graduate,Single,$40K - $60K,Blue,37,5,1,2,3187.0,1437,1750.0,0.79,4511,82,0.822,0.451 +710676483,Existing Customer,38,F,2,Unknown,Married,Less than $40K,Blue,36,4,2,2,5589.0,0,5589.0,0.787,4064,77,0.711,0.0 +827712108,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,38,5,1,2,2346.0,1373,973.0,0.73,4432,72,0.756,0.585 +769200858,Existing Customer,34,F,4,Graduate,Single,Less than $40K,Blue,28,3,2,3,1438.3,0,1438.3,0.726,4626,86,0.792,0.0 +779114283,Existing Customer,40,F,5,High School,Single,Less than $40K,Blue,22,3,1,2,1826.0,944,882.0,0.686,4528,65,0.667,0.517 +771061008,Attrited Customer,40,F,2,Doctorate,Married,$40K - $60K,Blue,27,4,2,3,2208.0,0,2208.0,0.695,2659,56,0.806,0.0 +716201133,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,36,4,3,1,1476.0,0,1476.0,0.592,4279,76,0.767,0.0 +817968783,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,46,6,3,1,2927.0,1499,1428.0,0.649,4670,70,0.944,0.512 +826480308,Existing Customer,53,M,3,Graduate,Unknown,$80K - $120K,Blue,49,5,2,1,4778.0,1869,2909.0,0.743,5489,74,0.805,0.391 +720307683,Existing Customer,43,F,4,Graduate,Divorced,Less than $40K,Blue,36,3,2,2,1438.3,743,695.3,0.624,4484,78,0.625,0.517 +709618308,Existing Customer,46,F,3,High School,Single,$40K - $60K,Silver,40,4,3,1,16239.0,1487,14752.0,0.531,3838,48,0.6,0.092 +710119233,Existing Customer,37,M,1,High School,Married,$120K +,Blue,26,5,2,1,11726.0,1925,9801.0,0.855,4186,63,0.703,0.164 +789419658,Existing Customer,47,F,4,College,Married,Unknown,Blue,38,3,2,1,1438.3,0,1438.3,0.68,4503,89,0.978,0.0 +789800358,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,34,6,1,3,2647.0,1288,1359.0,0.765,4730,78,0.857,0.487 +715466133,Existing Customer,50,F,1,Doctorate,Married,Unknown,Blue,40,3,3,1,2492.0,1410,1082.0,0.835,4374,75,0.974,0.566 +717659883,Existing Customer,46,F,2,Graduate,Single,Unknown,Blue,36,3,3,3,2418.0,1106,1312.0,0.963,3541,64,0.882,0.457 +781942983,Existing Customer,50,M,1,Unknown,Single,$120K +,Blue,44,5,3,1,17827.0,0,17827.0,0.846,5010,88,0.725,0.0 +712755783,Existing Customer,49,F,1,Graduate,Divorced,$40K - $60K,Blue,40,3,2,3,1438.3,0,1438.3,0.675,3886,77,0.75,0.0 +779551533,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,39,4,3,3,1764.0,0,1764.0,0.651,4857,92,0.804,0.0 +714405183,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,2,1776.0,1519,257.0,0.917,4295,60,0.622,0.855 +801783108,Existing Customer,46,M,3,College,Married,$120K +,Blue,40,6,3,3,1438.3,0,1438.3,0.681,4833,69,0.769,0.0 +779839758,Existing Customer,47,F,2,Post-Graduate,Single,Unknown,Blue,31,3,2,3,1491.0,0,1491.0,0.716,4634,92,0.804,0.0 +820648608,Existing Customer,46,F,2,Post-Graduate,Married,Less than $40K,Blue,41,3,1,3,2552.0,1879,673.0,0.888,4153,79,0.795,0.736 +787587033,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,32,3,1,2,2996.0,1992,1004.0,0.948,4463,87,0.74,0.665 +813967983,Existing Customer,44,F,2,College,Married,$40K - $60K,Blue,39,4,1,2,1701.0,775,926.0,0.847,4471,71,0.614,0.456 +718067658,Existing Customer,53,F,3,Unknown,Single,Unknown,Blue,40,6,3,1,3998.0,0,3998.0,0.638,4223,79,0.717,0.0 +709952658,Existing Customer,46,F,3,Graduate,Unknown,Less than $40K,Blue,33,6,3,2,3025.0,2491,534.0,0.45,4460,62,0.722,0.823 +720824883,Attrited Customer,48,F,1,Unknown,Single,Less than $40K,Blue,40,3,1,2,3251.0,2517,734.0,0.739,2483,50,0.471,0.774 +789631908,Existing Customer,51,M,4,High School,Single,$60K - $80K,Blue,45,3,1,2,3031.0,1787,1244.0,1.006,4690,85,0.7,0.59 +789089958,Existing Customer,57,M,2,High School,Single,$60K - $80K,Silver,45,5,2,3,33211.0,0,33211.0,0.732,3662,81,0.761,0.0 +715847058,Attrited Customer,59,F,2,Uneducated,Divorced,Less than $40K,Blue,36,3,3,3,1863.0,1853,10.0,0.829,2462,40,0.29,0.995 +721256808,Existing Customer,35,F,2,Unknown,Single,Less than $40K,Blue,20,6,1,2,2691.0,1935,756.0,0.681,4365,86,0.911,0.719 +721269108,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,33,5,3,3,2288.0,1249,1039.0,0.605,4504,87,0.706,0.546 +712770408,Attrited Customer,42,F,2,Graduate,Unknown,Less than $40K,Blue,36,6,3,2,3413.0,0,3413.0,0.593,2285,40,0.429,0.0 +767958933,Existing Customer,40,M,4,College,Married,$40K - $60K,Silver,34,3,2,1,15471.0,1291,14180.0,0.651,3993,77,0.674,0.083 +779866458,Existing Customer,40,F,5,Uneducated,Married,Less than $40K,Blue,24,6,1,1,2038.0,793,1245.0,0.682,3513,67,0.634,0.389 +721246833,Existing Customer,47,F,3,Unknown,Unknown,Less than $40K,Blue,36,6,2,3,1953.0,1089,864.0,0.859,4636,70,0.707,0.558 +710752233,Attrited Customer,43,F,5,High School,Unknown,$40K - $60K,Blue,24,3,2,2,4430.0,2203,2227.0,1.046,2742,49,0.4,0.497 +709813008,Existing Customer,44,F,3,High School,Unknown,Less than $40K,Blue,35,5,3,0,3398.0,2415,983.0,0.891,4509,93,0.661,0.711 +710219658,Existing Customer,48,F,3,Doctorate,Married,Unknown,Blue,44,4,3,3,2021.0,1186,835.0,0.616,4633,74,0.574,0.587 +789121233,Existing Customer,53,F,2,Unknown,Single,Less than $40K,Blue,41,5,1,3,2329.0,2290,39.0,0.533,4609,76,0.767,0.983 +715146558,Attrited Customer,34,F,2,College,Married,Less than $40K,Blue,36,1,3,2,1696.0,0,1696.0,0.782,2325,56,0.556,0.0 +720205608,Existing Customer,52,F,1,Uneducated,Married,Unknown,Blue,36,6,1,1,4222.0,0,4222.0,0.523,4487,77,1.081,0.0 +778606308,Attrited Customer,45,M,3,Uneducated,Divorced,$80K - $120K,Blue,25,2,2,3,6614.0,1881,4733.0,0.737,3016,51,0.645,0.284 +710438358,Attrited Customer,42,F,1,Uneducated,Single,Less than $40K,Blue,35,4,3,3,3241.0,0,3241.0,0.442,2152,43,0.303,0.0 +712562433,Attrited Customer,48,F,2,Unknown,Married,Less than $40K,Blue,30,3,3,3,4204.0,0,4204.0,0.703,2316,43,0.536,0.0 +718186233,Existing Customer,34,F,3,Uneducated,Single,Less than $40K,Blue,26,4,2,3,3234.0,971,2263.0,0.79,3989,71,0.868,0.3 +713717283,Attrited Customer,40,F,3,Unknown,Single,$40K - $60K,Blue,29,3,3,3,2473.0,2332,141.0,0.293,1738,32,0.455,0.943 +713822208,Attrited Customer,42,M,2,High School,Single,$60K - $80K,Blue,33,3,3,3,4836.0,493,4343.0,0.417,1870,45,0.406,0.102 +710466633,Existing Customer,55,F,3,High School,Married,Less than $40K,Blue,44,5,1,1,1438.3,0,1438.3,0.575,4755,76,0.9,0.0 +711153783,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,1,1438.3,541,897.3,0.821,4173,70,1.188,0.376 +718230933,Attrited Customer,45,M,4,Graduate,Single,Less than $40K,Blue,36,5,2,3,1438.3,1060,378.3,0.301,1253,29,0.318,0.737 +788885133,Existing Customer,57,F,3,College,Unknown,Less than $40K,Silver,42,6,1,1,12675.0,2422,10253.0,0.642,3912,63,0.575,0.191 +711637458,Attrited Customer,44,F,3,High School,Single,Less than $40K,Blue,36,2,3,3,2228.0,0,2228.0,0.686,2523,45,0.607,0.0 +719532108,Existing Customer,40,F,5,High School,Married,Less than $40K,Blue,31,4,2,2,2813.0,2208,605.0,0.877,4491,68,0.744,0.785 +757643733,Existing Customer,42,F,2,Post-Graduate,Single,Less than $40K,Blue,35,6,3,2,3223.0,0,3223.0,0.593,4916,79,0.717,0.0 +715122858,Existing Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,3,2653.0,0,2653.0,0.969,5052,81,0.761,0.0 +708384033,Attrited Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,35,3,3,3,2745.0,2463,282.0,0.643,2466,39,0.345,0.897 +708273858,Existing Customer,40,M,3,Graduate,Divorced,$120K +,Blue,30,3,2,1,34516.0,0,34516.0,0.643,3734,80,0.86,0.0 +803952408,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,47,6,3,2,2516.0,1486,1030.0,0.503,3987,77,0.54,0.591 +778394358,Existing Customer,46,F,2,High School,Divorced,Less than $40K,Blue,26,4,3,1,1870.0,1785,85.0,0.696,4347,88,0.76,0.955 +713180433,Existing Customer,56,F,2,Graduate,Single,Unknown,Blue,48,5,3,2,3934.0,2517,1417.0,0.682,4837,87,0.673,0.64 +787458783,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,35,5,3,2,3038.0,2133,905.0,0.689,4784,83,0.694,0.702 +720315933,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,39,3,2,3,1982.0,1276,706.0,0.897,5136,76,0.949,0.644 +713677158,Attrited Customer,31,F,1,Graduate,Divorced,Unknown,Blue,22,2,2,3,1623.0,0,1623.0,0.501,2126,45,0.364,0.0 +739828308,Existing Customer,55,M,3,Uneducated,Single,$120K +,Blue,48,5,2,2,3088.0,1743,1345.0,0.766,3906,68,0.659,0.564 +720959058,Existing Customer,44,F,3,Unknown,Single,Unknown,Blue,33,5,3,1,8064.0,2417,5647.0,0.644,4412,67,0.861,0.3 +718090233,Attrited Customer,56,F,3,Graduate,Single,Unknown,Blue,36,3,3,3,10016.0,1872,8144.0,0.735,2804,37,0.542,0.187 +789939558,Existing Customer,54,F,2,College,Married,Unknown,Blue,45,5,3,2,4523.0,1841,2682.0,0.534,5112,87,0.706,0.407 +714169908,Existing Customer,53,F,0,Graduate,Single,Less than $40K,Blue,34,5,2,1,1944.0,1140,804.0,0.582,4921,82,0.907,0.586 +796145133,Existing Customer,46,F,2,Uneducated,Married,Unknown,Blue,40,3,2,2,6083.0,1716,4367.0,0.618,4528,86,0.755,0.282 +789233808,Existing Customer,38,F,3,Graduate,Married,Unknown,Blue,27,6,2,2,2425.0,1396,1029.0,0.899,4568,74,0.897,0.576 +709071408,Existing Customer,56,F,5,Graduate,Single,$40K - $60K,Blue,37,4,2,1,2607.0,1702,905.0,0.802,4949,74,0.762,0.653 +815830083,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,48,6,2,1,1953.0,1215,738.0,0.667,4253,72,0.8,0.622 +715932708,Existing Customer,41,M,3,Unknown,Unknown,$60K - $80K,Blue,36,4,3,1,5813.0,1614,4199.0,0.696,4365,75,0.875,0.278 +715281933,Existing Customer,43,F,3,High School,Single,Less than $40K,Blue,36,3,3,2,1438.3,0,1438.3,0.689,4401,73,0.698,0.0 +787529583,Attrited Customer,41,F,5,Unknown,Married,$40K - $60K,Blue,30,5,2,3,1588.0,0,1588.0,0.634,2561,61,0.649,0.0 +717446208,Existing Customer,62,F,0,High School,Single,Less than $40K,Blue,36,6,2,1,3749.0,1980,1769.0,0.706,5083,69,0.643,0.528 +715236783,Existing Customer,42,F,4,College,Divorced,$40K - $60K,Blue,36,4,3,2,3734.0,2517,1217.0,0.724,4792,87,0.74,0.674 +804583833,Existing Customer,56,F,2,High School,Married,Unknown,Blue,51,4,1,3,1796.0,1243,553.0,0.768,4316,87,0.891,0.692 +713772333,Attrited Customer,45,F,3,Unknown,Divorced,Less than $40K,Blue,34,4,3,1,3223.0,243,2980.0,0.433,1979,38,0.462,0.075 +715321983,Existing Customer,33,F,2,Doctorate,Married,$40K - $60K,Blue,36,4,2,1,2748.0,1867,881.0,0.816,4314,75,1.027,0.679 +717773433,Existing Customer,57,F,0,Graduate,Married,Less than $40K,Blue,45,6,1,2,2448.0,0,2448.0,0.606,5464,98,0.607,0.0 +778632933,Existing Customer,49,F,3,College,Married,Less than $40K,Blue,29,6,1,2,2548.0,1998,550.0,0.679,4702,79,0.927,0.784 +808527183,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,41,4,1,1,1489.0,949,540.0,0.65,4669,94,0.741,0.637 +714514008,Attrited Customer,38,F,1,Graduate,Married,Unknown,Blue,29,3,3,3,8953.0,0,8953.0,0.403,1982,43,0.303,0.0 +711669258,Attrited Customer,50,F,3,Uneducated,Single,Unknown,Blue,36,2,3,3,3187.0,986,2201.0,0.615,2381,47,0.516,0.309 +797218233,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,45,5,1,0,1757.0,0,1757.0,0.533,4550,82,0.547,0.0 +710612583,Existing Customer,52,M,4,High School,Unknown,$60K - $80K,Blue,36,6,3,2,2597.0,1740,857.0,0.71,5037,80,0.778,0.67 +712613808,Existing Customer,45,F,5,College,Single,Unknown,Blue,32,3,3,3,5999.0,658,5341.0,0.638,4283,69,0.605,0.11 +807173358,Existing Customer,56,F,0,Post-Graduate,Married,Less than $40K,Blue,51,4,2,3,3617.0,878,2739.0,0.777,5416,76,0.9,0.243 +778349883,Existing Customer,56,F,0,Uneducated,Single,Less than $40K,Blue,36,4,3,1,3219.0,2114,1105.0,0.655,4188,75,0.667,0.657 +720592533,Attrited Customer,41,M,4,Graduate,Unknown,$80K - $120K,Blue,31,3,3,2,19782.0,868,18914.0,0.808,2535,44,0.467,0.044 +714668433,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,36,4,3,1,2522.0,1898,624.0,0.674,4122,67,0.763,0.753 +720967233,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,29,4,1,1,3327.0,2517,810.0,0.793,4901,88,0.913,0.757 +718629858,Existing Customer,42,F,2,Uneducated,Married,Unknown,Blue,32,5,5,3,4708.0,0,4708.0,0.718,4597,89,0.679,0.0 +737962608,Existing Customer,48,F,4,College,Divorced,Less than $40K,Blue,41,4,3,2,3745.0,2517,1228.0,0.672,4550,78,0.857,0.672 +778207083,Attrited Customer,53,M,4,Uneducated,Single,$80K - $120K,Blue,44,3,3,2,11561.0,2189,9372.0,0.742,2153,39,0.5,0.189 +778781508,Attrited Customer,44,F,2,High School,Married,Unknown,Blue,32,4,3,3,8477.0,2517,5960.0,0.717,2455,41,0.64,0.297 +714142158,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,48,2,2,1,2120.0,1411,709.0,0.665,3882,92,0.643,0.666 +715390608,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,39,5,3,2,2867.0,1209,1658.0,0.727,5311,81,0.976,0.422 +715243458,Existing Customer,45,F,2,Graduate,Single,$40K - $60K,Blue,36,5,3,1,2293.0,1304,989.0,0.708,5047,94,0.679,0.569 +715418508,Existing Customer,51,M,1,Uneducated,Single,$120K +,Blue,36,2,1,3,8671.0,590,8081.0,0.693,4399,72,0.756,0.068 +711164508,Existing Customer,49,F,1,Graduate,Divorced,Unknown,Silver,43,1,3,1,34516.0,1163,33353.0,0.725,3941,71,0.821,0.034 +713239308,Existing Customer,43,F,2,High School,Married,Unknown,Blue,36,2,3,3,2679.0,1694,985.0,0.603,4640,85,0.809,0.632 +712323183,Existing Customer,38,M,3,Unknown,Married,$80K - $120K,Blue,22,2,2,1,3224.0,0,3224.0,0.761,3738,63,0.658,0.0 +797410983,Existing Customer,45,F,3,High School,Married,Unknown,Blue,39,1,2,2,1438.3,745,693.3,0.83,5020,83,0.766,0.518 +721167783,Existing Customer,54,M,4,High School,Single,$80K - $120K,Blue,39,1,3,3,7773.0,2465,5308.0,0.788,4272,69,1.029,0.317 +712130058,Attrited Customer,44,F,4,Uneducated,Single,Unknown,Blue,36,3,3,4,8075.0,317,7758.0,0.585,2415,41,0.577,0.039 +714060408,Existing Customer,57,F,3,High School,Single,Unknown,Blue,37,3,1,2,3052.0,1603,1449.0,0.776,4210,82,0.907,0.525 +715515333,Existing Customer,51,M,3,Graduate,Married,$120K +,Blue,42,2,1,3,7932.0,2140,5792.0,0.554,4024,92,0.614,0.27 +806970033,Existing Customer,48,M,3,High School,Unknown,$40K - $60K,Blue,43,2,2,3,1753.0,1434,319.0,0.805,4588,77,1.026,0.818 +817337958,Existing Customer,48,F,5,Doctorate,Married,Less than $40K,Blue,33,2,1,3,5814.0,1176,4638.0,0.627,3796,74,1.056,0.202 +788132208,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,38,3,2,1,1989.0,1003,986.0,0.677,5070,70,0.75,0.504 +812653383,Existing Customer,55,F,1,College,Single,$40K - $60K,Blue,50,3,3,3,1843.0,1520,323.0,0.864,4729,92,0.704,0.825 +709762908,Existing Customer,52,F,1,Uneducated,Married,Unknown,Blue,40,2,2,1,1438.3,1228,210.3,0.659,4991,78,0.902,0.854 +717114708,Existing Customer,34,F,0,Graduate,Married,$40K - $60K,Blue,26,3,3,2,2991.0,1830,1161.0,0.777,4414,77,0.878,0.612 +767388783,Existing Customer,43,M,3,High School,Married,$60K - $80K,Blue,36,3,3,1,9560.0,0,9560.0,0.802,4601,66,0.571,0.0 +794719983,Attrited Customer,44,F,4,High School,Unknown,Less than $40K,Blue,38,2,2,3,2616.0,2505,111.0,0.828,2576,42,0.5,0.958 +778378983,Attrited Customer,54,F,1,Graduate,Single,Less than $40K,Blue,34,5,2,2,2939.0,2152,787.0,0.555,2476,42,0.355,0.732 +773275083,Existing Customer,49,F,3,College,Married,Unknown,Blue,37,2,3,0,3085.0,966,2119.0,0.777,4765,79,0.646,0.313 +719971458,Existing Customer,49,M,5,Graduate,Single,$80K - $120K,Blue,41,2,3,2,5275.0,1490,3785.0,0.533,4213,74,1.114,0.282 +721001883,Existing Customer,41,M,3,Uneducated,Married,$60K - $80K,Blue,30,3,1,2,1950.0,1618,332.0,0.75,3357,47,0.88,0.83 +778245633,Existing Customer,43,F,3,Graduate,Single,Unknown,Blue,33,3,3,1,2341.0,1818,523.0,0.833,4356,70,0.628,0.777 +718535733,Existing Customer,40,F,1,Uneducated,Divorced,Less than $40K,Blue,25,3,3,1,3758.0,2047,1711.0,1.108,4928,79,0.646,0.545 +711909933,Existing Customer,54,M,4,Unknown,Married,$80K - $120K,Blue,42,3,3,1,1621.0,618,1003.0,0.846,4815,83,1.024,0.381 +709253433,Existing Customer,50,F,2,Uneducated,Married,$40K - $60K,Blue,41,2,1,2,10946.0,1912,9034.0,0.362,2448,58,0.45,0.175 +719797758,Existing Customer,56,F,1,High School,Single,Less than $40K,Blue,36,3,1,1,3422.0,2517,905.0,0.914,4922,84,0.68,0.736 +789420933,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,30,3,1,3,3108.0,778,2330.0,0.645,4130,87,0.706,0.25 +709850508,Attrited Customer,33,F,2,Graduate,Married,Less than $40K,Blue,20,3,2,5,3202.0,0,3202.0,1.012,2917,37,0.682,0.0 +715335558,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,2,1,2,1855.0,907,948.0,0.816,4191,81,0.761,0.489 +711516783,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,36,2,1,1,2155.0,1119,1036.0,0.815,5441,91,0.717,0.519 +798917883,Existing Customer,42,F,4,College,Single,Less than $40K,Blue,36,2,3,2,4150.0,2517,1633.0,0.619,4620,76,1.171,0.607 +721525758,Existing Customer,45,M,5,Doctorate,Married,$80K - $120K,Blue,35,2,2,2,2226.0,1229,997.0,0.784,4928,77,0.638,0.552 +716249508,Existing Customer,48,F,5,High School,Married,$40K - $60K,Blue,36,3,2,1,1610.0,0,1610.0,0.424,4243,85,0.848,0.0 +716953083,Existing Customer,53,F,2,Graduate,Married,Unknown,Blue,41,3,2,2,2046.0,1260,786.0,0.768,4228,81,0.884,0.616 +712448658,Attrited Customer,52,F,1,High School,Single,Less than $40K,Blue,36,3,3,2,1795.0,0,1795.0,0.718,2281,55,0.618,0.0 +711766758,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,30,3,2,1,1531.0,987,544.0,0.831,4373,67,0.811,0.645 +709432833,Existing Customer,53,F,1,Unknown,Married,Less than $40K,Blue,36,2,2,3,1472.0,1196,276.0,1.24,4859,73,0.973,0.812 +719964933,Existing Customer,50,F,5,Graduate,Single,Less than $40K,Blue,41,3,2,2,1438.3,0,1438.3,0.683,4550,78,0.857,0.0 +719857008,Existing Customer,37,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,2886.0,2198,688.0,0.828,4531,81,0.723,0.762 +758340108,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Silver,29,3,3,2,10024.0,913,9111.0,0.568,3906,78,0.592,0.091 +708276183,Attrited Customer,52,F,3,Post-Graduate,Married,Less than $40K,Blue,45,2,4,1,1760.0,0,1760.0,0.046,1554,35,0.029,0.0 +716481408,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,1,1461.0,0,1461.0,0.681,4769,76,0.949,0.0 +720590058,Attrited Customer,51,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,3,8840.0,1794,7046.0,0.848,2839,47,0.808,0.203 +789347133,Existing Customer,38,F,2,Post-Graduate,Married,$40K - $60K,Blue,28,2,1,1,4468.0,2395,2073.0,0.706,4690,79,0.756,0.536 +719112258,Existing Customer,42,M,4,College,Unknown,$60K - $80K,Blue,35,3,3,3,2516.0,1360,1156.0,1.193,4692,79,0.681,0.541 +717748608,Attrited Customer,35,F,4,High School,Married,Less than $40K,Blue,24,3,2,4,1555.0,872,683.0,0.772,2252,51,0.645,0.561 +710740008,Existing Customer,57,M,1,Graduate,Unknown,$80K - $120K,Blue,39,3,1,1,1438.3,641,797.3,0.66,5140,82,0.519,0.446 +716694108,Attrited Customer,42,M,4,Uneducated,Married,$120K +,Blue,34,2,3,3,5195.0,468,4727.0,0.567,2682,48,0.231,0.09 +719372583,Existing Customer,57,M,3,Graduate,Single,$120K +,Blue,36,2,2,1,17268.0,1197,16071.0,0.637,4077,90,0.698,0.069 +719981508,Attrited Customer,37,M,2,Uneducated,Single,Unknown,Blue,24,2,2,3,1649.0,0,1649.0,0.864,2574,51,0.7,0.0 +751350558,Existing Customer,57,F,1,High School,Married,Less than $40K,Blue,50,3,2,2,1609.0,0,1609.0,0.669,4770,85,0.7,0.0 +715123983,Existing Customer,43,F,1,College,Single,Less than $40K,Blue,36,3,2,2,3342.0,2517,825.0,0.977,5848,81,0.8,0.753 +709250508,Existing Customer,63,M,1,Uneducated,Single,Less than $40K,Blue,56,3,1,2,6973.0,2517,4456.0,0.781,4877,88,0.692,0.361 +716754783,Attrited Customer,43,M,4,High School,Married,$120K +,Blue,30,3,2,3,17228.0,1331,15897.0,0.519,2229,44,0.375,0.077 +719025333,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,42,3,2,0,1898.0,0,1898.0,0.838,3513,59,0.686,0.0 +718566858,Existing Customer,46,F,2,College,Single,Less than $40K,Blue,36,3,2,2,1438.3,0,1438.3,0.757,5005,79,0.795,0.0 +710675508,Existing Customer,40,F,3,College,Unknown,Unknown,Blue,28,2,3,1,2321.0,1190,1131.0,0.736,5149,98,0.661,0.513 +818729208,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,47,3,3,3,8185.0,941,7244.0,0.874,4525,77,0.604,0.115 +709068183,Existing Customer,53,M,4,College,Single,$60K - $80K,Blue,42,3,3,3,3096.0,0,3096.0,0.684,4709,87,0.776,0.0 +715358283,Existing Customer,57,F,2,Uneducated,Married,Less than $40K,Blue,46,2,3,2,2129.0,1139,990.0,1.025,4509,73,0.825,0.535 +710966433,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,36,3,2,2,2615.0,1404,1211.0,0.503,3785,67,1.161,0.537 +708575058,Attrited Customer,46,F,3,Uneducated,Divorced,$40K - $60K,Blue,39,2,3,2,3157.0,965,2192.0,0.928,3300,58,0.568,0.306 +713929533,Attrited Customer,36,F,3,College,Married,Less than $40K,Blue,36,2,2,2,1707.0,0,1707.0,0.319,2060,52,0.529,0.0 +714087258,Existing Customer,49,F,1,Uneducated,Divorced,Less than $40K,Blue,36,2,3,2,1838.0,0,1838.0,0.65,5156,72,0.895,0.0 +756383283,Existing Customer,38,F,3,College,Married,Less than $40K,Blue,31,3,1,3,5523.0,2517,3006.0,0.72,4170,80,0.739,0.456 +720766908,Attrited Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,28,2,2,2,3021.0,0,3021.0,0.694,2814,37,0.321,0.0 +718133733,Existing Customer,44,F,4,Post-Graduate,Unknown,Less than $40K,Blue,36,3,1,1,7317.0,1540,5777.0,0.616,4100,76,0.81,0.21 +720823458,Existing Customer,59,F,2,Unknown,Married,Less than $40K,Blue,46,2,6,2,5218.0,1907,3311.0,0.797,4658,85,0.889,0.365 +720027258,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,40,3,1,3,1438.3,0,1438.3,1.052,4978,73,0.921,0.0 +807604233,Existing Customer,54,M,3,Graduate,Married,$80K - $120K,Blue,49,2,3,3,11114.0,2482,8632.0,1.08,5044,81,0.688,0.223 +801786483,Existing Customer,51,M,0,High School,Single,$80K - $120K,Blue,45,3,2,3,10648.0,2517,8131.0,0.708,4930,89,0.978,0.236 +789138258,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,34,2,3,2,2976.0,2372,604.0,0.772,4799,83,0.729,0.797 +805524708,Attrited Customer,52,F,3,High School,Divorced,Less than $40K,Blue,47,3,3,1,6629.0,2517,4112.0,0.932,2599,50,0.562,0.38 +779642733,Existing Customer,42,F,5,Unknown,Married,Less than $40K,Blue,25,3,1,1,2812.0,2238,574.0,0.713,4823,77,0.833,0.796 +771735933,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,36,2,1,1,10761.0,1722,9039.0,0.7,4731,82,0.783,0.16 +789917208,Existing Customer,40,F,4,High School,Married,Less than $40K,Blue,31,2,3,3,1968.0,1781,187.0,0.972,5087,69,0.725,0.905 +779608083,Existing Customer,55,M,2,Doctorate,Single,Less than $40K,Blue,44,2,2,2,3897.0,1247,2650.0,0.689,3681,62,0.632,0.32 +711287733,Existing Customer,45,M,4,Unknown,Married,$40K - $60K,Blue,36,3,2,1,4721.0,1289,3432.0,0.656,3856,74,0.762,0.273 +774675933,Existing Customer,40,M,3,College,Divorced,$80K - $120K,Silver,34,2,1,3,34516.0,2052,32464.0,0.477,3510,62,0.476,0.059 +716741508,Existing Customer,33,F,3,High School,Married,Less than $40K,Blue,21,2,1,3,2831.0,1167,1664.0,0.744,4460,65,0.857,0.412 +721106133,Existing Customer,57,F,3,Uneducated,Divorced,Unknown,Blue,36,3,4,1,2312.0,1789,523.0,0.867,5104,82,0.783,0.774 +716698608,Existing Customer,51,M,2,Unknown,Single,$80K - $120K,Blue,39,2,1,1,8924.0,0,8924.0,0.46,4441,87,0.673,0.0 +716299608,Attrited Customer,58,F,3,Unknown,Divorced,Less than $40K,Blue,36,2,2,3,1508.0,0,1508.0,0.458,1990,31,0.192,0.0 +718116933,Existing Customer,53,F,3,Graduate,Single,Less than $40K,Blue,36,2,3,1,1438.3,630,808.3,0.667,4704,79,0.756,0.438 +720513333,Existing Customer,46,M,3,High School,Single,$80K - $120K,Blue,39,2,1,3,21350.0,1724,19626.0,0.512,4878,78,0.444,0.081 +802460433,Attrited Customer,57,F,3,High School,Married,Unknown,Blue,51,2,5,2,1438.3,0,1438.3,0.733,2607,37,0.609,0.0 +720482583,Existing Customer,52,F,1,College,Married,Unknown,Blue,43,3,3,1,10431.0,2163,8268.0,0.64,4598,69,0.865,0.207 +719584608,Existing Customer,40,M,4,High School,Unknown,$40K - $60K,Blue,32,3,1,1,1438.3,0,1438.3,0.657,4215,79,0.927,0.0 +709477233,Existing Customer,37,F,2,High School,Single,Unknown,Blue,36,3,2,1,2346.0,1621,725.0,0.613,4287,79,0.717,0.691 +719512983,Attrited Customer,47,F,4,Graduate,Single,Less than $40K,Blue,39,3,3,6,1438.3,0,1438.3,0.854,2295,51,0.545,0.0 +714923583,Attrited Customer,38,F,2,Graduate,Unknown,Less than $40K,Blue,36,2,3,2,2369.0,0,2369.0,0.51,1924,48,0.548,0.0 +779397183,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,31,2,1,1,3659.0,0,3659.0,0.797,4068,61,0.694,0.0 +714671658,Existing Customer,38,F,5,Graduate,Married,Less than $40K,Blue,31,2,5,2,2153.0,1392,761.0,0.787,4268,85,0.667,0.647 +779218233,Existing Customer,47,F,5,Post-Graduate,Single,Less than $40K,Blue,37,2,3,3,9430.0,0,9430.0,0.68,4115,75,0.923,0.0 +713456583,Existing Customer,45,M,2,High School,Married,$80K - $120K,Silver,37,3,2,2,34516.0,1495,33021.0,0.52,3247,70,0.707,0.043 +790221633,Existing Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,38,3,3,3,3897.0,2296,1601.0,0.746,4627,77,0.791,0.589 +721299483,Existing Customer,47,M,3,Graduate,Single,$80K - $120K,Blue,32,2,1,1,11671.0,1304,10367.0,0.491,4168,71,0.868,0.112 +711701958,Existing Customer,48,M,1,Unknown,Single,$60K - $80K,Blue,38,3,3,3,11367.0,1999,9368.0,0.661,4175,63,0.537,0.176 +783573408,Existing Customer,42,F,4,College,Single,$40K - $60K,Blue,36,3,1,2,2575.0,2136,439.0,0.722,5267,83,0.886,0.83 +709641933,Existing Customer,42,F,3,Graduate,Married,$40K - $60K,Blue,36,3,1,2,3433.0,1869,1564.0,0.838,4504,84,0.787,0.544 +718755483,Existing Customer,44,M,2,High School,Married,$60K - $80K,Blue,36,3,2,1,7317.0,959,6358.0,0.653,5082,86,0.686,0.131 +720914358,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,3,4416.0,1333,3083.0,0.631,4894,84,0.647,0.302 +714811533,Existing Customer,39,M,2,High School,Unknown,$60K - $80K,Blue,32,3,2,2,1715.0,0,1715.0,0.896,5910,91,0.517,0.0 +719898108,Existing Customer,57,F,2,Doctorate,Married,$40K - $60K,Blue,41,2,3,3,3667.0,809,2858.0,0.778,5322,79,0.975,0.221 +720719883,Attrited Customer,54,F,1,Graduate,Single,Unknown,Blue,41,3,3,3,1874.0,0,1874.0,0.806,2535,55,0.618,0.0 +780338733,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,37,2,1,2,1438.3,491,947.3,0.73,5102,83,0.694,0.341 +709810458,Existing Customer,56,F,0,Unknown,Single,Less than $40K,Blue,44,3,2,0,1579.0,768,811.0,0.888,4241,72,0.946,0.486 +821356083,Existing Customer,54,F,3,Uneducated,Married,$40K - $60K,Blue,49,3,1,3,1626.0,0,1626.0,0.664,4830,87,0.642,0.0 +793428408,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,44,2,2,1,1596.0,1185,411.0,0.687,5235,76,1.0,0.742 +746453583,Existing Customer,56,F,1,Unknown,Married,$40K - $60K,Blue,49,2,2,2,2604.0,1395,1209.0,0.528,4498,85,0.7,0.536 +771799008,Existing Customer,61,F,1,Graduate,Married,Unknown,Blue,50,3,3,1,3359.0,1405,1954.0,0.684,4871,79,0.975,0.418 +719075883,Existing Customer,38,F,3,High School,Married,$40K - $60K,Blue,27,2,3,3,2363.0,2033,330.0,0.498,3904,66,0.61,0.86 +714986583,Existing Customer,55,F,4,Uneducated,Single,Less than $40K,Blue,46,3,2,2,4978.0,923,4055.0,0.883,5025,62,0.879,0.185 +753233733,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,29,3,3,3,2155.0,1290,865.0,0.718,3781,61,0.906,0.599 +806914158,Attrited Customer,38,F,4,Graduate,Married,$40K - $60K,Blue,33,4,3,1,4047.0,0,4047.0,0.648,2134,34,0.478,0.0 +812671758,Attrited Customer,47,F,5,Doctorate,Married,Unknown,Blue,42,3,5,3,4345.0,2176,2169.0,0.752,2458,44,0.467,0.501 +789191358,Existing Customer,55,M,4,Graduate,Single,$80K - $120K,Blue,44,2,3,2,1854.0,794,1060.0,0.614,4035,80,0.739,0.428 +772111083,Existing Customer,50,M,1,High School,Married,$80K - $120K,Blue,39,3,3,2,5384.0,1396,3988.0,0.756,4338,75,0.829,0.259 +714961383,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,36,3,3,3,1438.3,965,473.3,0.544,4182,81,0.723,0.671 +817288458,Existing Customer,33,F,2,Graduate,Single,Less than $40K,Blue,19,3,2,3,5141.0,1737,3404.0,0.985,5859,82,0.783,0.338 +719163108,Existing Customer,44,M,3,Graduate,Married,$120K +,Blue,31,2,2,3,3977.0,1325,2652.0,0.769,4076,62,0.632,0.333 +713922183,Existing Customer,52,M,2,Uneducated,Single,$120K +,Blue,36,3,2,1,2507.0,1259,1248.0,0.85,4461,73,0.921,0.502 +716443608,Existing Customer,46,F,3,Unknown,Unknown,Less than $40K,Blue,36,2,3,1,7199.0,1235,5964.0,0.83,4050,78,0.814,0.172 +827953683,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Blue,37,1,2,1,3786.0,1171,2615.0,0.697,5369,75,0.596,0.309 +789678483,Existing Customer,50,F,2,High School,Married,Less than $40K,Silver,37,1,3,2,13384.0,0,13384.0,0.696,4773,77,0.674,0.0 +793630083,Attrited Customer,39,M,2,High School,Single,$120K +,Blue,33,1,3,4,1726.0,1476,250.0,0.371,1804,34,0.259,0.855 +756306183,Existing Customer,42,F,1,College,Married,Less than $40K,Blue,35,2,1,3,2873.0,2517,356.0,0.803,4897,71,1.088,0.876 +736893108,Existing Customer,33,F,2,Doctorate,Single,Less than $40K,Blue,26,2,3,2,1438.3,0,1438.3,0.613,4196,87,0.891,0.0 +712900308,Attrited Customer,44,F,2,College,Single,Less than $40K,Blue,34,4,3,3,1751.0,0,1751.0,0.506,2078,37,0.423,0.0 +798045708,Existing Customer,42,F,5,Graduate,Married,$40K - $60K,Blue,36,2,1,1,7434.0,0,7434.0,0.63,4182,76,1.171,0.0 +715657833,Existing Customer,52,F,3,Unknown,Single,Less than $40K,Blue,41,2,3,2,1438.3,787,651.3,0.601,4956,89,0.745,0.547 +712111608,Existing Customer,59,F,2,Post-Graduate,Single,Less than $40K,Blue,54,1,1,3,1438.3,0,1438.3,0.61,4919,72,0.756,0.0 +711792783,Existing Customer,45,F,3,Unknown,Divorced,$40K - $60K,Blue,26,1,1,2,2032.0,1195,837.0,0.642,4479,80,0.667,0.588 +716067333,Existing Customer,61,M,0,Graduate,Married,Unknown,Blue,36,2,3,3,6959.0,945,6014.0,0.816,4553,84,0.714,0.136 +780660183,Attrited Customer,43,F,4,High School,Divorced,Less than $40K,Blue,32,2,3,2,8203.0,0,8203.0,0.691,2613,46,0.84,0.0 +720761208,Attrited Customer,59,M,1,College,Single,$120K +,Blue,47,2,4,2,4789.0,357,4432.0,0.798,2496,41,0.64,0.075 +788794758,Attrited Customer,46,M,4,Graduate,Single,$40K - $60K,Blue,28,2,2,4,2979.0,0,2979.0,0.644,2061,38,0.462,0.0 +711150333,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,31,5,3,2,2391.0,0,2391.0,0.669,2857,40,0.6,0.0 +714418158,Existing Customer,63,F,0,Uneducated,Single,Less than $40K,Blue,56,2,2,2,7264.0,851,6413.0,0.814,3527,69,0.816,0.117 +713634108,Existing Customer,45,F,3,Graduate,Single,Unknown,Blue,36,1,2,2,4348.0,1830,2518.0,1.036,4293,66,0.692,0.421 +717231558,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,43,2,2,2,3002.0,1446,1556.0,0.815,4851,74,0.947,0.482 +711589758,Existing Customer,42,M,5,High School,Married,$60K - $80K,Blue,32,1,2,2,4162.0,1641,2521.0,0.719,3967,75,0.923,0.394 +787481208,Existing Customer,46,F,1,Unknown,Unknown,Less than $40K,Blue,34,1,3,1,2762.0,1793,969.0,0.901,5006,78,0.66,0.649 +715516458,Attrited Customer,42,F,1,High School,Married,$40K - $60K,Blue,36,5,3,2,2705.0,2430,275.0,0.698,2602,43,0.433,0.898 +714998508,Existing Customer,53,M,3,Uneducated,Married,$120K +,Blue,36,2,2,0,3742.0,1454,2288.0,0.894,5326,62,0.676,0.389 +713328108,Existing Customer,60,F,1,College,Married,Less than $40K,Blue,36,2,2,2,1671.0,1047,624.0,0.727,5189,79,0.795,0.627 +716229108,Existing Customer,55,F,3,College,Divorced,Less than $40K,Blue,46,2,3,3,3282.0,2262,1020.0,0.653,4674,84,0.585,0.689 +820925433,Existing Customer,50,F,2,Post-Graduate,Single,Less than $40K,Blue,45,2,3,2,1529.0,710,819.0,0.657,4751,81,0.884,0.464 +816129258,Existing Customer,34,F,2,Post-Graduate,Single,Less than $40K,Blue,29,2,3,3,2509.0,1897,612.0,0.938,4837,74,0.542,0.756 +808903308,Attrited Customer,54,F,1,Unknown,Married,$40K - $60K,Blue,49,4,3,6,2471.0,0,2471.0,0.722,2519,35,0.522,0.0 +713809833,Existing Customer,42,F,3,Graduate,Unknown,Unknown,Blue,32,2,3,2,9749.0,859,8890.0,0.584,4684,86,0.623,0.088 +713542008,Existing Customer,48,F,3,High School,Unknown,Less than $40K,Blue,37,1,2,3,1438.3,0,1438.3,0.584,4236,83,0.844,0.0 +717385083,Existing Customer,46,M,3,High School,Married,$120K +,Blue,35,2,2,3,4916.0,1122,3794.0,0.659,4813,87,0.706,0.228 +708652908,Existing Customer,47,F,5,Uneducated,Married,Less than $40K,Blue,36,1,6,1,2291.0,1419,872.0,0.725,4498,81,0.761,0.619 +715644633,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,34,1,2,1,1528.0,820,708.0,0.908,5212,88,0.833,0.537 +708761733,Existing Customer,52,F,3,High School,Married,Unknown,Blue,36,2,2,2,8279.0,1582,6697.0,0.76,4419,63,0.658,0.191 +714600258,Existing Customer,45,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,1,2,2,5945.0,2015,3930.0,0.815,3645,70,1.0,0.339 +823566408,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,2,2,1,1438.3,0,1438.3,0.773,4625,93,0.938,0.0 +713373708,Attrited Customer,54,F,3,Unknown,Single,Less than $40K,Blue,36,2,3,3,1857.0,0,1857.0,0.488,2464,57,0.839,0.0 +708307533,Existing Customer,42,M,2,Uneducated,Married,$60K - $80K,Blue,30,1,2,3,3086.0,0,3086.0,0.808,4129,81,0.884,0.0 +820085808,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,1,1,2,2598.0,1343,1255.0,0.637,4692,86,0.72,0.517 +716685033,Existing Customer,38,F,1,High School,Married,$40K - $60K,Blue,19,1,1,2,5559.0,1600,3959.0,0.716,5344,82,0.864,0.288 +713063958,Existing Customer,51,M,1,Graduate,Single,$80K - $120K,Blue,39,1,1,3,7562.0,1080,6482.0,0.561,5010,85,0.7,0.143 +708371733,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,15,1,1,2,4662.0,0,4662.0,0.661,4931,81,0.841,0.0 +780277458,Existing Customer,52,F,2,Graduate,Single,Less than $40K,Blue,38,2,2,3,2904.0,2517,387.0,0.586,4503,89,0.712,0.867 +797232183,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,36,2,1,1,2676.0,1962,714.0,0.668,5020,75,0.786,0.733 +720789933,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,32,2,1,1,5798.0,680,5118.0,0.708,5027,82,0.64,0.117 +808281483,Existing Customer,46,F,2,Unknown,Single,Less than $40K,Blue,41,2,3,3,2665.0,2157,508.0,0.637,4249,76,1.235,0.809 +712968708,Existing Customer,55,F,1,High School,Single,$40K - $60K,Blue,47,2,3,1,2343.0,1780,563.0,0.792,5167,78,0.773,0.76 +711263058,Existing Customer,29,F,1,Unknown,Single,Less than $40K,Blue,36,1,1,2,2763.0,1879,884.0,0.701,4660,80,0.778,0.68 +788813658,Existing Customer,62,F,0,Graduate,Single,Unknown,Blue,45,2,2,3,10503.0,0,10503.0,0.886,4755,88,0.725,0.0 +721444758,Existing Customer,47,F,2,College,Married,Less than $40K,Blue,36,1,3,3,2780.0,2216,564.0,0.826,4980,78,0.857,0.797 +711448983,Attrited Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,2,2,2,2234.0,2024,210.0,0.717,2313,37,0.321,0.906 +712664658,Attrited Customer,35,F,1,Graduate,Single,Less than $40K,Blue,30,2,2,2,1649.0,0,1649.0,0.683,2549,54,0.588,0.0 +714237033,Attrited Customer,42,F,4,Uneducated,Married,Unknown,Blue,36,6,2,3,5557.0,2246,3311.0,0.518,2299,39,0.444,0.404 +718370733,Existing Customer,48,F,2,Uneducated,Married,Unknown,Blue,35,2,3,3,6074.0,0,6074.0,0.782,4504,90,0.765,0.0 +713726958,Attrited Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,21,5,2,2,1728.0,0,1728.0,0.41,2191,38,0.357,0.0 +794160408,Existing Customer,46,F,3,Graduate,Married,Unknown,Blue,40,1,1,1,3044.0,1973,1071.0,0.946,4747,73,1.028,0.648 +716009883,Existing Customer,41,F,1,Graduate,Single,$40K - $60K,Blue,28,1,3,1,8482.0,585,7897.0,0.624,4245,74,0.897,0.069 +711873033,Attrited Customer,35,F,3,Unknown,Single,Unknown,Blue,29,4,2,3,1438.3,0,1438.3,0.748,2549,56,0.75,0.0 +712715208,Attrited Customer,52,M,1,High School,Single,$80K - $120K,Blue,44,1,3,2,3770.0,0,3770.0,0.544,2387,51,0.5,0.0 +778899708,Attrited Customer,56,F,2,Unknown,Single,$40K - $60K,Blue,37,2,2,3,2963.0,0,2963.0,0.902,2919,47,0.382,0.0 +771865908,Attrited Customer,48,F,2,Graduate,Single,Unknown,Blue,37,4,2,3,11750.0,487,11263.0,0.772,2532,48,0.548,0.041 +716273133,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,2,2,3,1593.0,0,1593.0,0.61,4853,78,0.592,0.0 +709927458,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,20,1,3,3,10486.0,1544,8942.0,0.716,4042,77,0.925,0.147 +715162608,Attrited Customer,48,F,2,Graduate,Single,Less than $40K,Blue,41,4,2,3,2168.0,1323,845.0,0.687,2499,38,0.407,0.61 +719862258,Existing Customer,38,F,2,Uneducated,Single,Unknown,Blue,28,2,3,3,5666.0,1393,4273.0,0.84,5015,90,0.915,0.246 +788719533,Existing Customer,53,M,4,Post-Graduate,Married,$80K - $120K,Blue,34,1,2,3,13679.0,0,13679.0,0.908,4060,61,1.346,0.0 +715566408,Existing Customer,45,F,3,Doctorate,Married,Less than $40K,Blue,36,1,2,2,2143.0,1479,664.0,0.708,4404,77,0.75,0.69 +717359208,Existing Customer,57,F,0,College,Married,Less than $40K,Blue,47,2,3,1,4945.0,1779,3166.0,0.536,4037,72,0.756,0.36 +721410858,Existing Customer,54,F,4,High School,Single,Less than $40K,Blue,36,1,3,0,1921.0,1334,587.0,0.694,4512,90,0.765,0.694 +779420583,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,33,2,1,3,3001.0,2055,946.0,0.838,4662,70,0.628,0.685 +714222183,Existing Customer,38,F,3,Graduate,Single,$40K - $60K,Blue,36,1,1,1,2132.0,1084,1048.0,0.767,4874,78,0.66,0.508 +709079883,Attrited Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,36,5,3,3,1663.0,1012,651.0,0.886,2729,38,0.52,0.609 +721406658,Attrited Customer,32,F,0,Unknown,Divorced,Less than $40K,Blue,36,6,3,3,1732.0,0,1732.0,0.683,2479,43,0.536,0.0 +713782608,Existing Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,36,1,3,1,2652.0,2386,266.0,0.766,5329,83,0.729,0.9 +720236433,Existing Customer,41,M,4,College,Married,$80K - $120K,Blue,22,1,2,3,5037.0,1670,3367.0,0.787,4379,67,0.811,0.332 +785106933,Existing Customer,51,F,1,Unknown,Single,Unknown,Blue,45,2,2,3,6519.0,2178,4341.0,0.739,4505,71,0.732,0.334 +716673258,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,36,1,1,3,2347.0,1488,859.0,0.621,3977,83,0.886,0.634 +708341958,Existing Customer,31,F,1,College,Divorced,Less than $40K,Blue,21,2,2,3,2061.0,1904,157.0,0.786,4480,86,0.87,0.924 +797150733,Attrited Customer,44,M,3,Unknown,Single,$40K - $60K,Blue,38,5,2,2,1643.0,0,1643.0,0.6,1754,39,0.56,0.0 +718279983,Existing Customer,49,F,1,College,Married,Unknown,Blue,36,1,3,2,5039.0,2489,2550.0,0.875,4770,74,0.947,0.494 +718548558,Existing Customer,53,F,3,Unknown,Single,Less than $40K,Blue,42,1,1,3,2915.0,2041,874.0,0.927,4272,70,0.75,0.7 +780360558,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,20,2,2,2,1507.0,0,1507.0,0.723,4698,87,0.851,0.0 +715012833,Existing Customer,46,F,1,High School,Married,Less than $40K,Blue,36,1,3,3,3073.0,2517,556.0,0.841,4858,77,0.974,0.819 +772388508,Existing Customer,43,F,3,Graduate,Married,Unknown,Blue,32,2,3,3,8314.0,1349,6965.0,0.531,5028,80,0.702,0.162 +788199858,Existing Customer,42,F,3,High School,Unknown,Unknown,Blue,34,1,3,1,2798.0,1049,1749.0,0.89,5758,87,0.706,0.375 +769578108,Existing Customer,40,M,4,Unknown,Single,$60K - $80K,Blue,26,2,2,3,20929.0,1652,19277.0,0.523,4001,76,0.689,0.079 +719843958,Existing Customer,46,M,2,Graduate,Married,$120K +,Blue,34,2,3,3,1754.0,894,860.0,0.691,4874,79,0.837,0.51 +767197983,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,45,1,1,1,4209.0,0,4209.0,0.856,5938,83,0.694,0.0 +711874833,Existing Customer,45,M,3,College,Divorced,$40K - $60K,Blue,37,1,3,2,2449.0,0,2449.0,0.706,5497,88,0.63,0.0 +714930333,Attrited Customer,39,M,3,College,Married,$80K - $120K,Blue,30,2,3,3,4618.0,0,4618.0,0.717,2476,49,0.75,0.0 +720989133,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,36,2,1,2,1654.0,1093,561.0,0.65,4596,82,0.822,0.661 +720893958,Existing Customer,49,F,4,Uneducated,Single,Less than $40K,Blue,36,1,3,3,1544.0,999,545.0,0.786,4215,53,1.12,0.647 +769709058,Existing Customer,60,M,1,Uneducated,Single,$60K - $80K,Blue,54,1,2,1,3618.0,972,2646.0,0.578,4228,63,0.465,0.269 +711005583,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,24,1,2,3,3437.0,1064,2373.0,0.851,5110,76,0.854,0.31 +826548708,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,46,2,3,2,5965.0,622,5343.0,0.728,4637,91,0.655,0.104 +711093408,Existing Customer,46,F,2,Doctorate,Married,Less than $40K,Blue,33,2,3,1,2644.0,1517,1127.0,0.721,4815,83,0.804,0.574 +712831908,Existing Customer,59,F,1,College,Married,$40K - $60K,Blue,49,2,2,1,3481.0,603,2878.0,0.692,4556,81,0.473,0.173 +780222408,Existing Customer,49,F,5,Graduate,Unknown,Less than $40K,Blue,36,1,3,2,3272.0,2085,1187.0,0.417,4444,83,0.627,0.637 +714181008,Existing Customer,35,F,0,Graduate,Married,Less than $40K,Blue,36,1,2,2,3019.0,1462,1557.0,0.718,4509,71,0.732,0.484 +772346358,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,41,2,1,2,1801.0,0,1801.0,0.516,5047,79,0.756,0.0 +717489033,Attrited Customer,27,F,0,High School,Single,Less than $40K,Blue,18,6,1,4,1438.3,0,1438.3,0.781,2641,40,0.6,0.0 +710969433,Existing Customer,41,F,1,Uneducated,Married,Less than $40K,Blue,31,2,2,2,2909.0,1201,1708.0,0.729,4230,68,0.659,0.413 +715807383,Existing Customer,45,F,4,Post-Graduate,Single,$40K - $60K,Blue,36,1,3,3,4688.0,0,4688.0,0.593,5248,89,0.745,0.0 +711807333,Existing Customer,37,F,2,College,Single,Less than $40K,Blue,26,1,1,2,1438.3,0,1438.3,0.587,3948,84,0.68,0.0 +816086508,Existing Customer,47,F,2,Unknown,Married,Less than $40K,Blue,42,1,3,3,1438.3,0,1438.3,0.677,4624,73,0.587,0.0 +714424533,Attrited Customer,41,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,2,1655.0,0,1655.0,0.496,2156,37,0.194,0.0 +779536233,Existing Customer,47,F,4,Graduate,Divorced,$40K - $60K,Blue,30,1,1,1,1438.3,601,837.3,1.0,4669,83,0.729,0.418 +710794983,Existing Customer,41,F,3,High School,Single,Unknown,Blue,32,2,1,1,4745.0,1157,3588.0,0.965,4705,78,0.902,0.244 +779890833,Existing Customer,51,F,2,High School,Divorced,Less than $40K,Blue,36,2,1,1,1438.3,0,1438.3,0.765,4866,65,0.625,0.0 +779837808,Existing Customer,53,F,2,High School,Married,$40K - $60K,Blue,37,1,4,3,5182.0,2500,2682.0,0.869,5012,85,0.809,0.482 +713748708,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,37,1,2,4,1438.3,0,1438.3,0.35,1757,44,0.467,0.0 +709123908,Existing Customer,43,F,2,Graduate,Married,$40K - $60K,Blue,36,2,3,2,4287.0,0,4287.0,0.807,4874,82,0.708,0.0 +816476658,Attrited Customer,54,F,2,Unknown,Married,Unknown,Blue,49,2,4,3,1812.0,1798,14.0,0.735,2921,44,0.692,0.992 +743800833,Existing Customer,53,F,3,College,Married,$40K - $60K,Blue,46,2,1,1,2304.0,1144,1160.0,0.772,4505,85,1.179,0.497 +806415183,Existing Customer,51,F,0,Doctorate,Married,Unknown,Blue,46,1,3,3,13623.0,1432,12191.0,0.594,4534,83,0.886,0.105 +794054058,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,44,1,1,1,2765.0,0,2765.0,0.465,4010,59,0.513,0.0 +771907158,Existing Customer,54,M,5,Unknown,Married,$120K +,Blue,42,1,1,3,3731.0,1903,1828.0,0.915,4667,88,0.725,0.51 +815789883,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,41,1,3,2,2485.0,861,1624.0,0.566,4728,81,0.761,0.346 +712177908,Existing Customer,50,F,4,College,Single,Less than $40K,Blue,36,1,3,1,2446.0,1763,683.0,0.598,4310,75,0.875,0.721 +711234783,Attrited Customer,44,F,4,Unknown,Married,Less than $40K,Blue,28,5,2,3,2020.0,0,2020.0,0.716,2621,45,0.552,0.0 +793379058,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,42,2,2,1,2214.0,1025,1189.0,0.567,5084,82,0.745,0.463 +720480183,Existing Customer,45,F,3,Unknown,Divorced,Less than $40K,Blue,34,1,2,1,1811.0,787,1024.0,0.585,4882,80,1.162,0.435 +712974558,Existing Customer,56,F,2,College,Single,Less than $40K,Blue,43,1,3,1,5254.0,0,5254.0,0.651,4546,89,0.712,0.0 +717409533,Attrited Customer,36,F,2,Post-Graduate,Single,Less than $40K,Blue,26,1,2,3,1821.0,1486,335.0,0.827,2824,43,0.387,0.816 +712200033,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,36,1,3,3,3024.0,0,3024.0,0.75,4983,78,0.733,0.0 +713563383,Existing Customer,50,F,3,Unknown,Single,Less than $40K,Blue,36,1,3,3,1930.0,952,978.0,0.67,3862,80,0.818,0.493 +802795608,Existing Customer,54,F,2,High School,Single,Less than $40K,Blue,48,1,3,2,1517.0,556,961.0,0.622,4981,82,0.864,0.367 +787452333,Attrited Customer,39,F,1,High School,Married,Less than $40K,Blue,25,2,2,1,2024.0,0,2024.0,0.801,2870,36,0.5,0.0 +709520058,Attrited Customer,53,M,5,Uneducated,Married,$120K +,Blue,38,4,2,2,19138.0,0,19138.0,0.482,2028,43,0.303,0.0 +819690933,Existing Customer,56,M,1,Graduate,Single,$80K - $120K,Blue,51,2,3,1,16835.0,897,15938.0,0.767,4059,80,0.778,0.053 +820694133,Attrited Customer,60,F,0,High School,Married,Unknown,Blue,55,4,1,3,5549.0,0,5549.0,0.703,2412,38,0.52,0.0 +711800658,Attrited Customer,42,F,3,High School,Single,Less than $40K,Blue,36,2,3,3,2145.0,0,2145.0,0.577,2465,42,0.355,0.0 +717722958,Existing Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,36,1,3,2,4654.0,1349,3305.0,0.81,4277,71,0.69,0.29 +712279683,Attrited Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,36,2,3,3,9114.0,0,9114.0,0.654,2740,52,0.625,0.0 +716606733,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,18,2,2,3,3043.0,2054,989.0,0.735,4833,85,0.667,0.675 +716060358,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,45,2,2,2,4621.0,913,3708.0,0.917,4952,82,0.745,0.198 +709158333,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,28,2,2,1,2758.0,461,2297.0,0.58,4244,96,0.778,0.167 +721113333,Existing Customer,54,F,0,Graduate,Married,Less than $40K,Blue,36,1,2,3,1740.0,0,1740.0,0.811,4751,93,0.86,0.0 +712620858,Existing Customer,34,F,4,Doctorate,Married,Unknown,Blue,36,1,2,2,7744.0,1804,5940.0,0.942,4572,60,0.935,0.233 +712855683,Existing Customer,50,F,2,Post-Graduate,Married,Less than $40K,Blue,36,1,2,2,3350.0,1335,2015.0,0.781,4906,89,0.561,0.399 +715463133,Existing Customer,40,M,5,High School,Single,$120K +,Blue,31,1,1,3,34516.0,1427,33089.0,0.706,3699,64,0.488,0.041 +716551533,Existing Customer,47,F,1,High School,Single,Unknown,Blue,36,2,1,3,2874.0,2201,673.0,0.718,4779,86,0.792,0.766 +771220758,Existing Customer,40,F,3,Doctorate,Single,Unknown,Blue,27,1,1,2,2896.0,2100,796.0,0.728,4614,83,0.694,0.725 +709920258,Existing Customer,41,F,3,Graduate,Divorced,$40K - $60K,Blue,28,1,1,3,9294.0,1764,7530.0,1.026,4531,73,0.738,0.19 +708959583,Existing Customer,47,M,2,High School,Married,$60K - $80K,Blue,39,1,2,2,9389.0,727,8662.0,0.533,3415,84,0.556,0.077 +712510833,Existing Customer,44,M,3,College,Married,$40K - $60K,Blue,30,2,3,3,9317.0,847,8470.0,0.765,4121,81,0.723,0.091 +710840433,Existing Customer,34,M,1,College,Unknown,$40K - $60K,Blue,20,2,1,3,7452.0,1656,5796.0,0.6,3339,51,0.962,0.222 +712853358,Attrited Customer,39,F,3,High School,Unknown,Less than $40K,Blue,36,2,3,2,1817.0,0,1817.0,0.583,2216,44,0.833,0.0 +788502858,Existing Customer,58,M,3,High School,Single,$80K - $120K,Blue,51,2,2,1,10021.0,1952,8069.0,0.699,4431,68,0.581,0.195 +721139808,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,36,1,2,1,2344.0,1081,1263.0,0.619,3889,80,0.86,0.461 +711375558,Existing Customer,48,F,2,Uneducated,Single,$40K - $60K,Blue,34,2,3,1,3072.0,1734,1338.0,0.754,4540,78,0.857,0.564 +713798958,Existing Customer,38,F,3,Unknown,Single,Less than $40K,Blue,36,2,3,1,1946.0,1430,516.0,0.564,4643,87,0.812,0.735 +709362033,Attrited Customer,52,F,1,Graduate,Married,Less than $40K,Blue,42,1,5,3,1471.0,0,1471.0,0.624,2253,48,0.455,0.0 +719860308,Attrited Customer,42,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,3,1438.3,0,1438.3,0.663,2418,48,0.778,0.0 +714443058,Attrited Customer,43,F,4,College,Married,Less than $40K,Blue,28,5,2,4,1484.0,0,1484.0,0.2,1664,39,0.5,0.0 +716315508,Attrited Customer,37,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,2,2,5,3233.0,2517,716.0,0.0,1339,32,0.0,0.779 +717651333,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,43,1,3,1,1745.0,1168,577.0,0.701,4562,67,0.634,0.669 +798489258,Existing Customer,59,F,1,Uneducated,Divorced,Unknown,Blue,53,1,3,1,3709.0,1197,2512.0,0.824,5557,82,1.0,0.323 +710742408,Existing Customer,53,F,2,College,Married,Less than $40K,Blue,43,2,1,3,2160.0,2057,103.0,0.858,4518,93,0.788,0.952 +812089383,Existing Customer,41,M,5,Unknown,Single,$80K - $120K,Blue,36,1,2,3,1438.3,892,546.3,0.79,4426,88,0.66,0.62 +711968358,Existing Customer,55,F,4,Graduate,Single,Less than $40K,Blue,44,1,2,1,2638.0,1423,1215.0,0.551,4153,77,0.925,0.539 +794227308,Existing Customer,56,M,2,College,Married,$80K - $120K,Blue,50,1,1,3,10214.0,1433,8781.0,0.64,4493,79,0.881,0.14 +719845908,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,36,2,1,3,3240.0,0,3240.0,0.812,4803,83,0.804,0.0 +716851908,Existing Customer,58,F,5,Unknown,Married,$40K - $60K,Blue,47,1,3,3,2038.0,1099,939.0,0.809,4784,70,0.75,0.539 +720599658,Existing Customer,49,M,1,Unknown,Married,$40K - $60K,Blue,36,2,2,1,1438.3,0,1438.3,0.57,5104,75,0.63,0.0 +720401658,Attrited Customer,53,F,3,Graduate,Single,Less than $40K,Blue,34,5,3,5,1438.3,1030,408.3,0.609,1985,38,0.407,0.716 +827442858,Existing Customer,56,M,3,High School,Divorced,$80K - $120K,Blue,52,2,3,1,8111.0,2051,6060.0,0.999,3719,69,0.643,0.253 +779034708,Existing Customer,60,F,0,Doctorate,Married,Unknown,Blue,41,1,3,1,10730.0,970,9760.0,0.645,4939,71,0.972,0.09 +718806783,Attrited Customer,46,F,3,Uneducated,Married,Unknown,Blue,36,2,3,1,2872.0,357,2515.0,0.869,2629,41,0.64,0.124 +714484008,Attrited Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,31,4,3,2,1567.0,0,1567.0,0.424,2138,41,0.577,0.0 +719176308,Attrited Customer,43,M,3,College,Divorced,$80K - $120K,Blue,32,6,3,2,7278.0,0,7278.0,0.618,2120,43,0.593,0.0 +769662033,Existing Customer,45,F,2,College,Unknown,Less than $40K,Blue,29,2,2,3,1438.3,0,1438.3,0.729,5025,85,0.735,0.0 +721020858,Existing Customer,34,F,1,College,Single,Unknown,Blue,20,2,2,2,3190.0,1959,1231.0,0.622,4220,66,0.61,0.614 +714630858,Attrited Customer,36,F,1,Uneducated,Unknown,Less than $40K,Blue,36,2,3,2,1470.0,458,1012.0,0.543,2383,39,0.444,0.312 +710838108,Existing Customer,45,M,2,Graduate,Married,$80K - $120K,Blue,36,1,4,1,3081.0,2517,564.0,0.572,4317,72,0.714,0.817 +712662783,Attrited Customer,43,F,2,College,Married,Unknown,Blue,36,1,2,6,3793.0,2517,1276.0,0.512,2577,57,0.629,0.664 +713160258,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,44,1,2,3,3034.0,2033,1001.0,0.642,4349,90,0.731,0.67 +778163508,Existing Customer,37,F,2,High School,Married,Unknown,Blue,27,2,1,2,5245.0,1044,4201.0,0.673,4938,70,0.892,0.199 +713785608,Existing Customer,49,F,1,Doctorate,Single,Less than $40K,Blue,40,1,2,3,2960.0,0,2960.0,0.962,4918,63,0.75,0.0 +779905008,Attrited Customer,54,F,4,Graduate,Unknown,$40K - $60K,Blue,38,2,2,1,1779.0,0,1779.0,0.856,2660,41,0.323,0.0 +789491058,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,34,2,3,1,1620.0,0,1620.0,0.73,4570,82,0.952,0.0 +793736958,Existing Customer,49,M,3,High School,Single,$120K +,Blue,43,1,2,1,21680.0,1587,20093.0,0.605,4410,86,0.72,0.073 +720961383,Attrited Customer,47,F,3,Uneducated,Single,Unknown,Blue,36,2,3,4,2952.0,0,2952.0,0.82,2907,60,0.875,0.0 +714202008,Attrited Customer,53,F,2,High School,Married,Less than $40K,Blue,36,6,3,2,3918.0,2517,1401.0,0.47,2115,42,0.448,0.642 +721479108,Existing Customer,52,M,1,Uneducated,Single,$120K +,Blue,41,1,1,3,12764.0,0,12764.0,0.71,3332,64,0.882,0.0 +715549158,Existing Customer,29,F,1,Graduate,Married,Less than $40K,Blue,36,2,2,0,1438.3,0,1438.3,0.734,4769,84,0.826,0.0 +710308983,Existing Customer,50,F,3,Graduate,Unknown,Less than $40K,Blue,39,1,1,3,3287.0,2517,770.0,0.586,4148,83,0.66,0.766 +710981583,Existing Customer,44,F,5,Unknown,Single,$40K - $60K,Blue,36,2,1,2,3891.0,1015,2876.0,0.755,5131,86,0.72,0.261 +712704933,Attrited Customer,49,F,4,High School,Unknown,$40K - $60K,Blue,43,4,3,3,4048.0,0,4048.0,0.601,2227,41,0.464,0.0 +716165508,Existing Customer,51,M,2,Uneducated,Married,$60K - $80K,Blue,40,2,1,1,3559.0,0,3559.0,0.585,4498,94,0.649,0.0 +710630583,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,39,2,1,1,2843.0,1752,1091.0,0.624,3738,77,0.604,0.616 +709571958,Existing Customer,58,F,2,Graduate,Single,Less than $40K,Blue,47,1,1,2,2127.0,0,2127.0,0.735,4401,65,0.667,0.0 +790115358,Existing Customer,39,F,2,Unknown,Single,Less than $40K,Blue,32,2,1,2,4325.0,2418,1907.0,0.796,4588,77,0.791,0.559 +715904433,Attrited Customer,42,F,4,College,Married,$40K - $60K,Blue,34,1,3,2,1695.0,0,1695.0,0.453,2055,46,0.314,0.0 +709078908,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,32,1,2,3,2648.0,1539,1109.0,0.94,4926,89,0.816,0.581 +717541308,Existing Customer,61,F,2,Graduate,Single,Less than $40K,Blue,45,2,2,3,2602.0,1441,1161.0,0.704,4838,85,0.735,0.554 +779916408,Existing Customer,39,F,4,Graduate,Single,Unknown,Blue,23,1,3,2,1811.0,0,1811.0,0.835,4934,70,0.628,0.0 +714979383,Existing Customer,56,M,3,Graduate,Single,$60K - $80K,Blue,46,1,2,2,1891.0,1134,757.0,0.636,5255,77,0.833,0.6 +711691608,Attrited Customer,46,F,4,Graduate,Single,Less than $40K,Blue,36,2,3,3,2881.0,2450,431.0,0.629,2450,49,0.531,0.85 +788930358,Existing Customer,42,F,4,College,Single,$40K - $60K,Blue,28,2,2,2,2827.0,1896,931.0,0.739,3891,81,1.025,0.671 +716351208,Existing Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,38,1,3,2,4095.0,2517,1578.0,0.57,4175,77,1.026,0.615 +708266883,Attrited Customer,34,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,3,1666.0,0,1666.0,0.713,2312,35,0.25,0.0 +718858683,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,2,1438.3,0,1438.3,0.665,4511,76,0.767,0.0 +771617883,Existing Customer,54,F,2,High School,Single,$40K - $60K,Blue,42,1,2,2,2205.0,1313,892.0,0.929,4904,82,0.673,0.595 +718001508,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,29,1,1,2,2890.0,2150,740.0,0.657,4377,84,0.867,0.744 +708995283,Existing Customer,50,F,1,Graduate,Unknown,Unknown,Blue,36,1,1,3,10417.0,2290,8127.0,1.122,4871,75,1.027,0.22 +721173183,Existing Customer,57,F,2,Uneducated,Married,Unknown,Blue,43,2,1,2,2363.0,1876,487.0,0.795,4984,85,0.667,0.794 +711102858,Attrited Customer,48,F,2,Doctorate,Single,Unknown,Blue,36,4,2,3,3137.0,860,2277.0,0.304,1618,34,0.097,0.274 +711722808,Attrited Customer,51,F,4,Graduate,Single,Less than $40K,Blue,44,5,3,3,1483.0,0,1483.0,0.707,2520,40,0.429,0.0 +787466808,Existing Customer,35,F,0,Unknown,Married,Less than $40K,Blue,22,2,2,3,3009.0,2517,492.0,0.735,5329,82,0.745,0.836 +716116383,Existing Customer,45,F,1,Unknown,Married,Less than $40K,Blue,36,1,2,1,5087.0,2517,2570.0,0.765,4682,77,0.711,0.495 +713257083,Existing Customer,46,F,4,Unknown,Married,$40K - $60K,Blue,36,1,3,1,1925.0,1202,723.0,0.518,4343,66,0.737,0.624 +772661808,Existing Customer,56,M,3,Graduate,Married,$120K +,Blue,46,2,1,2,7234.0,2055,5179.0,0.703,5051,83,0.66,0.284 +713382558,Existing Customer,57,F,3,College,Single,Less than $40K,Blue,42,1,1,2,2063.0,953,1110.0,0.868,4304,81,0.761,0.462 +717596883,Existing Customer,58,F,0,Graduate,Single,$40K - $60K,Blue,39,4,3,2,5530.0,1233,4297.0,0.859,5270,78,1.0,0.223 +712993008,Existing Customer,58,F,1,Unknown,Single,Less than $40K,Blue,48,4,3,1,3819.0,1882,1937.0,0.809,4533,68,0.889,0.493 +824763783,Existing Customer,59,F,0,College,Single,Less than $40K,Blue,55,2,2,3,2645.0,1127,1518.0,0.623,4251,76,0.767,0.426 +771730758,Existing Customer,51,F,1,High School,Single,Unknown,Blue,39,4,3,2,5448.0,0,5448.0,1.011,4443,75,1.083,0.0 +780265458,Existing Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,42,4,2,2,3495.0,1427,2068.0,0.563,4466,85,0.889,0.408 +714256758,Existing Customer,50,M,2,Unknown,Single,$60K - $80K,Blue,36,3,1,1,8074.0,0,8074.0,0.528,4347,66,0.535,0.0 +710292333,Attrited Customer,44,F,3,High School,Married,Unknown,Blue,36,3,3,4,7772.0,0,7772.0,0.896,2618,52,0.576,0.0 +712171158,Existing Customer,42,F,2,High School,Married,Less than $40K,Blue,30,6,1,1,3124.0,0,3124.0,0.879,4986,79,0.795,0.0 +787339158,Attrited Customer,56,M,1,Graduate,Married,$80K - $120K,Blue,50,3,6,3,8688.0,0,8688.0,0.426,2361,41,0.464,0.0 +788782008,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Gold,30,4,3,2,15987.0,0,15987.0,0.658,4146,69,0.533,0.0 +714848958,Attrited Customer,47,F,2,Graduate,Single,Less than $40K,Gold,37,6,2,1,15109.0,897,14212.0,0.494,2315,43,0.303,0.059 +714987633,Existing Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,36,2,2,3,4953.0,2039,2914.0,0.68,4026,53,0.828,0.412 +717684858,Existing Customer,50,M,3,Uneducated,Single,$120K +,Blue,38,6,3,3,22304.0,1333,20971.0,0.463,5002,60,0.5,0.06 +767376483,Existing Customer,27,F,1,College,Married,Less than $40K,Blue,20,5,3,3,1893.0,0,1893.0,0.691,5176,91,0.784,0.0 +709901058,Existing Customer,38,M,1,High School,Single,$40K - $60K,Blue,30,2,2,1,2232.0,1163,1069.0,0.557,4185,80,0.778,0.521 +823149483,Existing Customer,52,F,1,Post-Graduate,Single,$40K - $60K,Blue,48,1,5,3,1766.0,0,1766.0,0.769,4643,76,0.617,0.0 +780073158,Existing Customer,59,M,0,High School,Single,Less than $40K,Blue,44,2,1,1,3790.0,1149,2641.0,0.597,4455,85,0.604,0.303 +779998083,Existing Customer,33,M,3,High School,Married,$40K - $60K,Blue,23,1,2,3,6392.0,1429,4963.0,0.682,4069,66,0.737,0.224 +713144208,Attrited Customer,51,F,0,High School,Married,Unknown,Blue,42,1,4,4,9989.0,568,9421.0,0.52,2053,49,0.485,0.057 +771594783,Attrited Customer,56,F,1,College,Married,Unknown,Blue,44,2,4,4,1438.3,0,1438.3,0.859,2264,37,0.423,0.0 +816613158,Existing Customer,48,F,1,Doctorate,Married,Less than $40K,Blue,43,2,3,1,2559.0,1514,1045.0,0.57,4117,69,0.643,0.592 +770774133,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Silver,39,1,2,3,34516.0,1198,33318.0,0.615,4826,70,0.667,0.035 +712300683,Existing Customer,41,F,1,Graduate,Single,Less than $40K,Blue,32,2,2,1,1438.3,0,1438.3,0.824,4897,96,0.778,0.0 +714536208,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,36,1,2,3,2473.0,1675,798.0,0.648,4203,73,0.872,0.677 +784880958,Existing Customer,34,F,4,Graduate,Single,$40K - $60K,Blue,28,2,3,1,4022.0,1680,2342.0,0.579,3776,84,0.826,0.418 +713784558,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,36,1,2,3,3510.0,941,2569.0,0.717,4833,77,0.75,0.268 +719305608,Attrited Customer,57,F,3,High School,Single,Less than $40K,Blue,36,4,3,3,2347.0,1900,447.0,0.845,2447,47,0.621,0.81 +720190083,Attrited Customer,56,F,3,Unknown,Single,Less than $40K,Blue,39,1,3,4,1632.0,0,1632.0,0.621,2509,47,0.424,0.0 +708323208,Attrited Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,36,4,2,4,1522.0,0,1522.0,0.482,2241,36,0.8,0.0 +781183233,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,25,2,1,1,2085.0,1528,557.0,0.664,3805,79,0.795,0.733 +718825908,Existing Customer,60,F,1,Doctorate,Single,Unknown,Blue,47,1,1,1,3803.0,1448,2355.0,0.565,4575,78,0.592,0.381 +716963283,Attrited Customer,47,F,3,Graduate,Unknown,Less than $40K,Blue,38,2,2,3,3165.0,2517,648.0,0.748,2751,49,1.042,0.795 +714924483,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,46,2,3,2,4628.0,2327,2301.0,0.611,4226,92,0.736,0.503 +779922183,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,36,2,2,2,2253.0,1981,272.0,0.55,4758,81,0.723,0.879 +719449533,Attrited Customer,49,F,3,Uneducated,Single,$40K - $60K,Blue,38,1,2,3,2655.0,2283,372.0,0.751,2386,49,0.485,0.86 +712559058,Existing Customer,54,M,0,High School,Single,$80K - $120K,Blue,45,1,3,2,20882.0,1525,19357.0,0.828,4765,76,0.767,0.073 +717853233,Existing Customer,41,M,2,College,Married,$80K - $120K,Blue,31,1,1,3,3306.0,706,2600.0,0.814,4772,76,0.9,0.214 +790069233,Existing Customer,45,F,3,High School,Divorced,Less than $40K,Blue,37,2,1,2,2052.0,0,2052.0,0.77,4289,72,0.674,0.0 +794576058,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,26,1,2,3,8480.0,1339,7141.0,0.668,4070,76,0.49,0.158 +779877858,Existing Customer,53,F,2,College,Unknown,Less than $40K,Blue,37,2,3,2,2081.0,1342,739.0,1.06,4428,80,0.778,0.645 +772334133,Existing Customer,53,F,1,Graduate,Married,Unknown,Blue,42,2,1,3,4637.0,0,4637.0,0.709,4583,86,0.911,0.0 +714139308,Existing Customer,53,M,3,Uneducated,Married,$60K - $80K,Blue,42,2,5,1,1438.3,0,1438.3,0.895,4722,81,0.841,0.0 +806634783,Existing Customer,38,F,2,College,Married,Less than $40K,Blue,33,1,3,2,3420.0,1405,2015.0,0.843,4267,75,0.596,0.411 +720101658,Existing Customer,26,F,0,Graduate,Single,Less than $40K,Blue,19,2,1,2,3416.0,1109,2307.0,0.783,4614,70,1.0,0.325 +719925483,Existing Customer,46,M,4,Graduate,Married,$80K - $120K,Blue,36,2,1,1,2171.0,1043,1128.0,0.7,4531,88,0.833,0.48 +719572833,Existing Customer,57,F,3,Graduate,Unknown,$40K - $60K,Blue,46,2,2,2,2791.0,1550,1241.0,0.672,5440,83,0.66,0.555 +720729108,Existing Customer,32,F,0,Unknown,Single,Less than $40K,Blue,17,1,2,1,4445.0,1080,3365.0,0.84,5373,87,0.776,0.243 +819214233,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,38,2,2,2,1530.0,0,1530.0,0.642,5138,84,0.68,0.0 +718896108,Existing Customer,48,F,3,High School,Unknown,Less than $40K,Blue,36,2,1,1,1438.3,0,1438.3,0.885,5014,84,0.909,0.0 +713723433,Existing Customer,52,F,4,High School,Single,Less than $40K,Blue,44,1,1,3,5721.0,0,5721.0,0.57,4188,79,0.881,0.0 +708514383,Existing Customer,38,F,2,College,Married,Unknown,Blue,29,2,1,0,3809.0,1172,2637.0,0.9,4314,81,0.976,0.308 +716961033,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,40,1,3,3,3520.0,2149,1371.0,0.539,3630,78,0.696,0.611 +778819083,Attrited Customer,41,F,2,Doctorate,Married,$40K - $60K,Blue,33,1,3,3,1604.0,0,1604.0,0.644,2264,47,0.516,0.0 +714773508,Attrited Customer,54,F,1,Graduate,Married,$40K - $60K,Blue,46,6,4,3,1632.0,351,1281.0,0.721,2532,43,0.483,0.215 +814181433,Existing Customer,46,M,5,College,Married,$40K - $60K,Blue,41,1,3,2,3914.0,1683,2231.0,0.636,4242,64,0.73,0.43 +711984633,Existing Customer,36,F,3,Graduate,Married,Less than $40K,Blue,27,1,2,3,2328.0,1953,375.0,0.599,4373,89,0.935,0.839 +710662158,Existing Customer,41,M,4,Unknown,Married,$120K +,Blue,34,1,3,3,34516.0,2517,31999.0,0.434,2051,41,1.05,0.073 +711356733,Existing Customer,45,F,5,Unknown,Single,Less than $40K,Blue,36,2,2,3,3883.0,847,3036.0,0.951,4667,90,0.8,0.218 +711456108,Attrited Customer,46,F,4,Unknown,Married,$40K - $60K,Blue,39,5,3,3,1438.3,819,619.3,0.786,2488,44,0.692,0.569 +780727833,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,41,1,4,3,3229.0,2517,712.0,0.622,4526,95,0.638,0.779 +771471708,Existing Customer,44,F,2,Graduate,Unknown,Less than $40K,Blue,32,2,1,3,3080.0,1776,1304.0,0.973,5097,77,0.833,0.577 +714320358,Existing Customer,38,F,2,College,Single,Less than $40K,Blue,33,2,1,2,2569.0,1288,1281.0,1.009,4126,56,0.931,0.501 +720700008,Existing Customer,50,F,1,High School,Single,Less than $40K,Blue,36,1,1,3,4517.0,2238,2279.0,0.625,4686,81,0.761,0.495 +713027058,Attrited Customer,46,F,4,Doctorate,Single,Less than $40K,Blue,36,2,2,3,2292.0,0,2292.0,0.568,2595,31,0.409,0.0 +778228458,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,42,2,3,3,2510.0,1928,582.0,1.043,4943,70,0.489,0.768 +781137783,Attrited Customer,40,M,3,High School,Unknown,Less than $40K,Blue,33,1,3,4,2420.0,191,2229.0,0.818,2478,43,0.433,0.079 +719821908,Attrited Customer,38,F,2,High School,Single,Less than $40K,Blue,16,2,1,2,2703.0,0,2703.0,0.882,2752,43,0.433,0.0 +720537633,Existing Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,36,2,3,1,3047.0,2139,908.0,0.842,4961,85,0.635,0.702 +712378983,Attrited Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,47,5,6,5,7570.0,965,6605.0,0.709,2599,61,0.848,0.127 +763681908,Existing Customer,34,F,3,Unknown,Married,Less than $40K,Blue,27,1,2,1,5795.0,924,4871.0,0.86,5674,78,0.857,0.159 +721164483,Existing Customer,46,F,2,College,Married,$40K - $60K,Blue,34,2,1,3,1441.0,642,799.0,0.563,4894,84,0.826,0.446 +715447008,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,36,2,3,2,2999.0,1817,1182.0,0.678,5119,83,0.766,0.606 +769676358,Existing Customer,38,M,2,High School,Single,$60K - $80K,Blue,32,1,1,2,1438.3,1309,129.3,0.842,5066,76,0.9,0.91 +710487033,Existing Customer,44,F,2,High School,Married,$40K - $60K,Blue,28,2,3,3,1438.3,0,1438.3,0.926,4445,78,0.773,0.0 +714197133,Attrited Customer,51,F,3,College,Married,$40K - $60K,Blue,36,2,3,3,4762.0,0,4762.0,0.526,2811,52,0.3,0.0 +718488783,Existing Customer,40,M,3,College,Unknown,$40K - $60K,Blue,30,2,2,2,4802.0,1701,3101.0,0.532,4821,66,0.65,0.354 +715663458,Existing Customer,51,F,4,Unknown,Married,Less than $40K,Blue,39,2,3,1,2268.0,651,1617.0,0.717,5016,88,0.66,0.287 +717865008,Existing Customer,51,F,1,Unknown,Married,$40K - $60K,Blue,36,2,1,1,1438.3,468,970.3,0.747,4425,81,1.077,0.325 +771400608,Existing Customer,56,F,2,Graduate,Married,Unknown,Blue,44,2,1,2,8204.0,1375,6829.0,0.915,4727,76,0.949,0.168 +708148158,Existing Customer,39,F,4,Unknown,Married,Unknown,Blue,21,2,3,2,1827.0,0,1827.0,0.563,4207,86,0.792,0.0 +720589008,Existing Customer,47,F,3,Doctorate,Unknown,Unknown,Blue,38,1,3,2,4072.0,1594,2478.0,0.678,4317,83,0.886,0.391 +784795083,Existing Customer,31,F,1,High School,Divorced,Less than $40K,Blue,25,2,1,3,1984.0,0,1984.0,1.05,4794,73,0.921,0.0 +809844108,Existing Customer,48,M,2,Doctorate,Single,$60K - $80K,Blue,43,2,1,1,8086.0,0,8086.0,0.792,4775,78,0.66,0.0 +711521958,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,36,2,2,2,1588.0,1506,82.0,0.615,4660,68,0.619,0.948 +711833508,Existing Customer,47,M,2,High School,Single,$40K - $60K,Blue,27,2,3,2,1536.0,0,1536.0,0.913,4643,89,0.745,0.0 +713146683,Existing Customer,35,F,1,High School,Unknown,Unknown,Blue,36,2,3,2,4460.0,0,4460.0,0.916,5473,79,0.756,0.0 +716968683,Existing Customer,46,F,5,High School,Single,Unknown,Blue,38,2,2,3,11287.0,1513,9774.0,0.672,5157,72,0.946,0.134 +716279508,Attrited Customer,48,M,3,College,Married,$80K - $120K,Blue,41,2,3,3,3430.0,2517,913.0,0.869,2639,46,0.643,0.734 +771336783,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,38,1,3,2,1759.0,1345,414.0,0.61,4351,81,0.688,0.765 +717502083,Attrited Customer,41,M,3,Doctorate,Single,$120K +,Blue,28,4,2,3,6314.0,0,6314.0,0.903,2718,44,0.63,0.0 +714843483,Existing Customer,57,F,3,Uneducated,Single,Unknown,Blue,48,1,1,2,7176.0,1493,5683.0,0.665,5063,83,0.93,0.208 +709745508,Attrited Customer,58,F,2,Unknown,Divorced,$40K - $60K,Blue,47,1,4,3,2295.0,0,2295.0,0.376,2140,40,0.429,0.0 +711382458,Attrited Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,38,2,3,5,1438.3,0,1438.3,0.713,2389,49,0.361,0.0 +712190358,Existing Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,29,1,3,2,1843.0,1802,41.0,0.762,5199,73,0.738,0.978 +788805858,Existing Customer,49,M,3,College,Divorced,$40K - $60K,Blue,31,2,3,1,2181.0,1218,963.0,0.758,4997,89,0.712,0.558 +709102458,Attrited Customer,47,M,2,High School,Single,$80K - $120K,Blue,36,4,3,5,4754.0,0,4754.0,0.618,2607,41,0.367,0.0 +712533708,Existing Customer,43,M,0,High School,Single,$80K - $120K,Blue,36,2,2,2,11247.0,0,11247.0,0.63,4894,85,0.977,0.0 +720326733,Existing Customer,55,M,2,Graduate,Single,$120K +,Blue,47,2,3,1,16258.0,865,15393.0,0.623,3761,58,0.657,0.053 +713605908,Existing Customer,49,M,3,Graduate,Married,$120K +,Blue,37,1,1,1,34516.0,1316,33200.0,0.569,3863,69,0.643,0.038 +711598533,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,36,1,2,3,4255.0,1729,2526.0,0.55,3607,75,0.471,0.406 +795855258,Existing Customer,48,F,4,College,Single,Less than $40K,Blue,42,2,3,2,1438.3,0,1438.3,0.707,5045,82,0.745,0.0 +826783233,Existing Customer,57,F,3,High School,Single,Less than $40K,Blue,53,1,3,2,3029.0,2214,815.0,0.7,4750,89,0.978,0.731 +789228108,Existing Customer,56,F,4,Graduate,Single,Unknown,Blue,45,2,2,3,9091.0,1306,7785.0,0.743,4378,86,0.654,0.144 +785230083,Existing Customer,50,M,2,Uneducated,Single,$60K - $80K,Blue,44,1,2,1,3318.0,2349,969.0,0.883,4905,80,0.739,0.708 +807946833,Attrited Customer,44,F,2,Graduate,Single,Less than $40K,Blue,39,6,3,3,1791.0,0,1791.0,0.735,2771,36,0.5,0.0 +711011508,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,35,1,3,2,1620.0,771,849.0,0.675,4387,91,0.655,0.476 +718632933,Existing Customer,58,F,1,College,Single,Less than $40K,Blue,46,1,5,1,1552.0,0,1552.0,0.762,4731,71,0.651,0.0 +717284133,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,41,1,2,3,3472.0,2517,955.0,0.75,4520,84,0.68,0.725 +711701058,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Silver,36,2,2,3,10973.0,1466,9507.0,0.802,4892,94,0.593,0.134 +712228458,Existing Customer,50,M,2,Unknown,Unknown,$120K +,Blue,32,2,3,1,25645.0,1083,24562.0,0.757,4302,63,0.5,0.042 +717146208,Attrited Customer,59,F,1,Graduate,Single,Less than $40K,Blue,51,1,4,4,4257.0,2517,1740.0,0.703,2828,50,1.083,0.591 +719028783,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,29,2,3,3,3422.0,0,3422.0,0.506,4486,74,0.682,0.0 +713274183,Existing Customer,45,F,1,Graduate,Single,Less than $40K,Blue,35,1,1,3,4977.0,1411,3566.0,0.652,4182,85,0.848,0.284 +789218433,Existing Customer,33,F,3,Unknown,Married,$40K - $60K,Blue,22,2,3,2,1438.3,0,1438.3,0.761,4528,86,0.686,0.0 +790139583,Existing Customer,39,F,0,Graduate,Divorced,Less than $40K,Blue,32,2,2,1,1438.3,801,637.3,1.155,4386,64,0.778,0.557 +720218658,Existing Customer,40,F,1,Unknown,Married,Unknown,Blue,26,2,3,1,3369.0,756,2613.0,0.446,4501,96,0.714,0.224 +747074058,Existing Customer,47,F,3,Unknown,Single,Unknown,Blue,40,1,3,0,7114.0,1637,5477.0,0.699,4758,81,0.5,0.23 +719170683,Existing Customer,38,M,1,Unknown,Single,$80K - $120K,Blue,29,2,2,3,10972.0,0,10972.0,0.697,4401,73,0.698,0.0 +708753633,Existing Customer,45,F,3,Doctorate,Married,$40K - $60K,Blue,32,2,1,1,1438.3,0,1438.3,0.712,4462,77,0.638,0.0 +710780883,Existing Customer,48,F,5,Uneducated,Single,$40K - $60K,Blue,38,1,2,3,2446.0,1461,985.0,0.86,4610,78,0.773,0.597 +785237958,Attrited Customer,45,M,5,College,Married,$60K - $80K,Blue,39,2,3,3,3439.0,0,3439.0,0.825,2661,35,0.296,0.0 +711333933,Existing Customer,56,F,3,Post-Graduate,Single,$40K - $60K,Blue,36,2,1,1,3005.0,1660,1345.0,0.88,4586,72,0.756,0.552 +710797833,Existing Customer,50,F,5,Graduate,Married,Less than $40K,Blue,30,1,3,2,2033.0,841,1192.0,0.717,4360,95,0.696,0.414 +720154533,Existing Customer,53,F,4,Graduate,Unknown,Less than $40K,Blue,39,2,3,2,2415.0,1643,772.0,0.964,5063,78,0.733,0.68 +719123958,Attrited Customer,40,M,4,Unknown,Divorced,$60K - $80K,Blue,27,2,2,3,5051.0,0,5051.0,0.588,2137,45,0.552,0.0 +780942633,Existing Customer,49,M,4,High School,Married,Unknown,Blue,32,2,1,3,3519.0,1336,2183.0,0.506,3552,68,0.619,0.38 +720034983,Existing Customer,26,M,0,Unknown,Unknown,Less than $40K,Silver,13,2,1,1,10254.0,0,10254.0,0.51,4258,68,0.838,0.0 +717307158,Existing Customer,48,F,3,Unknown,Single,Less than $40K,Blue,36,2,1,3,1853.0,1314,539.0,0.925,5331,79,0.612,0.709 +708876183,Existing Customer,51,M,1,High School,Single,$60K - $80K,Silver,43,2,3,2,28673.0,0,28673.0,0.537,3722,69,0.725,0.0 +712660308,Attrited Customer,44,F,1,High School,Single,Less than $40K,Blue,36,2,3,3,1895.0,0,1895.0,0.736,2472,40,0.429,0.0 +715958583,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,43,1,2,2,2041.0,1158,883.0,0.563,3588,63,0.432,0.567 +771546708,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,34,2,2,1,1438.3,0,1438.3,0.74,5013,81,1.025,0.0 +711252258,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,36,1,3,2,1572.0,985,587.0,0.745,4148,54,0.862,0.627 +772585008,Existing Customer,48,F,4,High School,Married,Unknown,Blue,38,2,3,1,3187.0,1937,1250.0,0.77,5111,90,0.667,0.608 +751143858,Existing Customer,59,F,1,High School,Single,Unknown,Blue,52,2,1,1,7427.0,2421,5006.0,0.701,4636,91,0.82,0.326 +708824958,Existing Customer,50,F,4,High School,Single,Less than $40K,Blue,42,2,1,2,1460.0,0,1460.0,0.682,4265,63,0.615,0.0 +819612933,Existing Customer,52,M,3,Graduate,Single,$80K - $120K,Blue,47,1,3,3,25410.0,0,25410.0,0.559,5472,70,0.591,0.0 +712804383,Existing Customer,56,F,0,College,Married,Less than $40K,Blue,38,1,1,2,2143.0,1194,949.0,0.49,4684,82,0.907,0.557 +790149483,Existing Customer,42,M,3,Uneducated,Single,$40K - $60K,Blue,35,2,3,3,8566.0,1484,7082.0,0.807,4195,89,0.854,0.173 +712121508,Existing Customer,43,M,3,Uneducated,Single,$60K - $80K,Blue,30,1,2,0,1438.3,0,1438.3,0.751,5200,89,0.679,0.0 +778853358,Existing Customer,59,F,0,College,Single,Less than $40K,Blue,40,1,3,3,3297.0,0,3297.0,0.861,4783,91,0.685,0.0 +716512383,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,36,1,3,1,2816.0,2517,299.0,0.742,4817,87,0.776,0.894 +823548858,Attrited Customer,53,F,4,Graduate,Married,Unknown,Blue,49,5,5,4,10533.0,330,10203.0,0.823,2585,48,0.714,0.031 +712144158,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,48,6,6,3,2370.0,1166,1204.0,0.562,2164,45,0.607,0.492 +824560758,Attrited Customer,35,F,3,Graduate,Single,Less than $40K,Blue,31,1,3,4,1678.0,0,1678.0,0.676,2475,61,0.694,0.0 +757710783,Attrited Customer,36,F,1,Graduate,Married,Less than $40K,Blue,29,4,2,3,1493.0,0,1493.0,0.721,2516,63,0.575,0.0 +713081583,Existing Customer,51,F,4,Unknown,Married,Less than $40K,Blue,32,2,2,3,2350.0,1272,1078.0,0.873,4647,86,0.911,0.541 +710481333,Attrited Customer,50,F,4,High School,Married,Less than $40K,Blue,36,5,3,5,2690.0,1614,1076.0,0.513,2272,57,0.541,0.6 +721060083,Existing Customer,42,F,3,College,Married,Unknown,Blue,27,1,1,1,7226.0,1889,5337.0,0.661,4653,71,0.614,0.261 +713759583,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,1,1,1,3173.0,1822,1351.0,0.801,4883,71,0.614,0.574 +717547383,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,32,2,3,1,2890.0,1392,1498.0,0.736,4233,77,0.791,0.482 +711683358,Attrited Customer,46,F,3,High School,Unknown,Less than $40K,Blue,41,2,3,4,3313.0,0,3313.0,0.561,2135,44,0.419,0.0 +710044308,Existing Customer,40,F,4,Graduate,Single,$40K - $60K,Blue,27,2,2,2,2625.0,1594,1031.0,0.544,2480,47,0.567,0.607 +713101383,Existing Customer,44,F,2,Unknown,Married,$40K - $60K,Blue,36,1,1,1,1834.0,0,1834.0,0.618,5402,87,0.611,0.0 +757685733,Existing Customer,43,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,2,3226.0,2145,1081.0,0.644,5066,75,0.786,0.665 +717823383,Existing Customer,56,M,4,Unknown,Married,$60K - $80K,Blue,47,1,1,3,3426.0,1841,1585.0,0.734,4268,81,0.8,0.537 +796029483,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,43,2,3,2,2174.0,785,1389.0,0.657,3890,78,0.66,0.361 +710099358,Existing Customer,60,F,1,Unknown,Single,$40K - $60K,Blue,36,2,3,1,3959.0,0,3959.0,0.806,4935,92,0.804,0.0 +713872008,Existing Customer,49,F,1,High School,Married,Less than $40K,Blue,42,1,3,1,2215.0,1347,868.0,0.655,4656,72,0.636,0.608 +788802483,Existing Customer,47,F,3,Uneducated,Unknown,Less than $40K,Blue,29,2,2,3,2814.0,1595,1219.0,0.658,4766,87,0.582,0.567 +817988433,Existing Customer,56,M,3,Unknown,Single,$60K - $80K,Blue,51,2,2,2,6941.0,1013,5928.0,0.552,4097,78,0.592,0.146 +823554783,Existing Customer,44,F,3,College,Single,Unknown,Blue,40,2,1,3,3269.0,0,3269.0,0.797,5022,85,0.771,0.0 +710643183,Existing Customer,42,F,2,High School,Single,Less than $40K,Blue,23,2,2,3,3172.0,1160,2012.0,0.588,4163,83,0.804,0.366 +779859558,Attrited Customer,54,F,3,High School,Married,Less than $40K,Blue,38,2,2,4,2452.0,1012,1440.0,0.46,2398,29,0.318,0.413 +798238008,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,30,2,1,2,5070.0,0,5070.0,0.536,4644,85,0.771,0.0 +811974483,Existing Customer,56,M,2,Graduate,Single,$40K - $60K,Blue,51,1,3,1,1466.0,723,743.0,0.793,5110,86,0.593,0.493 +778471758,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,37,1,3,3,2427.0,2362,65.0,0.67,4663,85,0.771,0.973 +718513233,Existing Customer,59,M,2,Graduate,Single,$120K +,Blue,48,1,3,3,17999.0,1861,16138.0,0.791,4740,78,0.95,0.103 +718147233,Existing Customer,44,F,1,High School,Married,$40K - $60K,Blue,31,2,2,3,4553.0,1538,3015.0,0.514,4999,95,0.557,0.338 +713700258,Existing Customer,55,F,1,Post-Graduate,Married,Unknown,Blue,42,1,3,3,2953.0,1896,1057.0,0.81,4644,79,0.612,0.642 +780670083,Attrited Customer,39,F,2,Unknown,Unknown,$40K - $60K,Blue,28,1,2,3,4363.0,0,4363.0,0.714,2596,48,0.846,0.0 +711438033,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,45,1,3,2,1894.0,0,1894.0,0.731,5750,73,0.872,0.0 +712253058,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,40,1,2,1,2097.0,1255,842.0,0.61,4189,83,0.976,0.598 +713519508,Existing Customer,47,M,4,High School,Divorced,$60K - $80K,Blue,36,1,1,1,1983.0,989,994.0,0.726,5065,80,0.667,0.499 +789992733,Existing Customer,50,F,1,Unknown,Unknown,Less than $40K,Blue,42,1,1,2,2210.0,1539,671.0,0.843,4937,75,0.974,0.696 +710110683,Existing Customer,52,M,2,College,Married,$60K - $80K,Blue,36,1,1,3,7879.0,1007,6872.0,0.726,4844,83,0.976,0.128 +720260433,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,34,2,3,2,3336.0,1687,1649.0,0.645,5577,95,0.759,0.506 +714148758,Existing Customer,34,F,2,Post-Graduate,Married,Less than $40K,Blue,27,2,3,3,1726.0,1398,328.0,1.009,5228,68,0.7,0.81 +715522233,Existing Customer,45,F,3,Doctorate,Single,Less than $40K,Blue,27,1,6,3,2917.0,1523,1394.0,0.724,4878,92,0.804,0.522 +712790358,Attrited Customer,39,F,3,Uneducated,Married,Unknown,Blue,30,6,3,4,3023.0,1348,1675.0,0.358,2219,44,0.63,0.446 +714943233,Existing Customer,49,M,2,Doctorate,Married,$40K - $60K,Blue,31,2,2,2,1915.0,1545,370.0,0.775,3911,80,0.778,0.807 +789579033,Existing Customer,43,M,3,Graduate,Unknown,$40K - $60K,Blue,36,2,3,3,4878.0,2098,2780.0,0.665,5021,84,0.68,0.43 +708952758,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,35,2,1,2,2066.0,1542,524.0,0.71,4887,76,0.617,0.746 +721374033,Existing Customer,53,F,1,High School,Married,$40K - $60K,Blue,39,2,3,3,2164.0,1115,1049.0,0.624,4341,69,0.643,0.515 +808891983,Existing Customer,42,F,5,Graduate,Unknown,Less than $40K,Blue,37,2,3,2,6250.0,1835,4415.0,0.644,4042,60,0.714,0.294 +794516508,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,24,2,2,1,1484.0,0,1484.0,0.532,4838,81,0.929,0.0 +714032883,Existing Customer,45,M,2,College,Unknown,$40K - $60K,Blue,36,1,1,1,4718.0,1591,3127.0,0.927,4598,80,1.0,0.337 +778722033,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,28,2,2,0,2275.0,1265,1010.0,0.755,5626,77,1.081,0.556 +823578483,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,40,2,1,2,1438.3,1169,269.3,0.558,4429,78,0.529,0.813 +715148658,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,43,1,3,3,3683.0,1039,2644.0,0.595,4684,86,0.755,0.282 +709669533,Existing Customer,38,F,1,High School,Divorced,Less than $40K,Blue,30,2,3,2,2722.0,1303,1419.0,0.391,4488,88,0.833,0.479 +787467858,Existing Customer,43,M,1,High School,Married,$80K - $120K,Silver,30,1,1,3,34516.0,2045,32471.0,0.59,4081,54,0.421,0.059 +708671733,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,36,2,3,3,2072.0,1499,573.0,0.598,4091,71,0.651,0.723 +709790058,Existing Customer,53,M,4,Graduate,Married,$120K +,Blue,40,1,1,3,6383.0,1512,4871.0,0.558,4985,87,0.776,0.237 +712714008,Existing Customer,39,F,4,Unknown,Married,$40K - $60K,Blue,28,2,3,2,2725.0,2302,423.0,0.876,4714,81,0.8,0.845 +715191258,Existing Customer,47,F,5,Unknown,Married,Unknown,Blue,41,1,2,3,2675.0,1999,676.0,0.679,4138,64,0.561,0.747 +757722708,Existing Customer,42,M,3,College,Married,$60K - $80K,Blue,35,1,3,1,1438.3,0,1438.3,0.887,4246,83,0.804,0.0 +718086783,Existing Customer,50,M,5,Uneducated,Married,$120K +,Blue,36,2,2,1,13478.0,0,13478.0,0.929,4738,56,0.867,0.0 +815253708,Existing Customer,46,F,2,High School,Divorced,Less than $40K,Blue,41,1,2,2,2841.0,1807,1034.0,0.573,4144,73,0.78,0.636 +715083633,Existing Customer,33,F,1,Uneducated,Married,Less than $40K,Blue,23,2,2,3,1830.0,1777,53.0,0.639,5271,76,0.854,0.971 +792098883,Existing Customer,37,M,2,Doctorate,Single,$120K +,Blue,31,2,1,3,2360.0,1204,1156.0,0.539,3696,82,0.822,0.51 +711873858,Existing Customer,43,M,3,High School,Married,$60K - $80K,Blue,35,2,3,2,3717.0,1882,1835.0,0.796,4667,91,0.82,0.506 +713931258,Attrited Customer,56,F,3,Graduate,Married,Less than $40K,Blue,45,2,3,4,1438.3,0,1438.3,0.315,1988,42,0.355,0.0 +787591008,Existing Customer,42,M,3,Uneducated,Divorced,$60K - $80K,Blue,34,2,1,1,2289.0,1195,1094.0,0.651,4955,83,0.627,0.522 +801518958,Existing Customer,56,F,1,Graduate,Married,Unknown,Blue,50,2,3,3,5338.0,0,5338.0,0.919,4139,69,0.865,0.0 +713068833,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,32,2,2,1,1438.3,894,544.3,0.762,4687,85,0.932,0.622 +710566533,Existing Customer,40,M,1,Unknown,Married,$60K - $80K,Blue,27,1,3,3,2276.0,1372,904.0,0.564,4159,67,0.718,0.603 +789151983,Existing Customer,43,F,4,Graduate,Unknown,$40K - $60K,Blue,31,2,3,3,4091.0,1108,2983.0,0.774,5244,87,0.706,0.271 +766673433,Existing Customer,45,M,4,Unknown,Married,$80K - $120K,Blue,38,2,3,3,3798.0,1570,2228.0,0.916,4512,80,0.778,0.413 +807589908,Existing Customer,47,F,5,Unknown,Married,Less than $40K,Blue,42,1,2,1,1778.0,822,956.0,0.68,4189,80,0.667,0.462 +708190158,Attrited Customer,38,F,3,High School,Single,Less than $40K,Blue,26,2,3,0,2920.0,2426,494.0,0.983,2750,41,0.367,0.831 +784895358,Attrited Customer,49,F,1,Graduate,Married,Less than $40K,Blue,43,5,3,3,1938.0,0,1938.0,0.612,2870,49,0.75,0.0 +710090133,Existing Customer,62,F,1,College,Divorced,Less than $40K,Blue,51,1,3,3,4049.0,1685,2364.0,0.597,3908,80,0.702,0.416 +799242033,Existing Customer,45,M,4,Doctorate,Married,$80K - $120K,Blue,39,2,3,2,1438.3,1162,276.3,0.539,4598,86,0.623,0.808 +719377383,Existing Customer,40,M,2,College,Single,$60K - $80K,Blue,28,1,2,3,10880.0,2025,8855.0,0.753,4957,90,0.765,0.186 +710371683,Existing Customer,51,M,4,Doctorate,Married,$60K - $80K,Blue,36,2,1,2,3451.0,2006,1445.0,0.555,4097,67,0.763,0.581 +719926683,Existing Customer,41,M,3,High School,Divorced,$60K - $80K,Blue,33,2,2,2,20749.0,2171,18578.0,0.842,4754,77,0.674,0.105 +793597833,Existing Customer,49,F,0,Post-Graduate,Single,Less than $40K,Blue,43,1,3,1,2481.0,1568,913.0,0.537,4466,69,0.533,0.632 +713739708,Existing Customer,61,M,0,High School,Single,$60K - $80K,Blue,53,1,3,3,2415.0,2050,365.0,0.499,4479,71,0.69,0.849 +709389558,Existing Customer,33,F,4,College,Single,Less than $40K,Blue,36,1,3,0,1438.3,0,1438.3,0.566,4641,85,0.7,0.0 +811907583,Existing Customer,45,F,4,Uneducated,Single,Unknown,Blue,40,1,2,2,7600.0,1574,6026.0,0.605,4240,67,0.396,0.207 +709087983,Existing Customer,35,F,3,Doctorate,Single,Less than $40K,Blue,27,2,2,3,1438.3,0,1438.3,0.62,5020,94,0.843,0.0 +712774908,Existing Customer,41,F,4,High School,Married,Less than $40K,Blue,29,2,2,2,2601.0,1861,740.0,0.794,5111,83,0.66,0.715 +820639908,Existing Customer,48,F,4,High School,Married,Unknown,Blue,44,1,2,1,2625.0,2517,108.0,0.702,4378,81,0.884,0.959 +713497983,Existing Customer,49,M,5,High School,Single,$60K - $80K,Blue,36,1,2,2,5578.0,0,5578.0,0.627,3459,53,0.71,0.0 +713489358,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,40,2,3,2,3698.0,0,3698.0,0.811,3763,82,0.864,0.0 +711381183,Existing Customer,51,F,2,Unknown,Married,$40K - $60K,Blue,36,2,3,2,1438.3,1141,297.3,0.69,4485,85,0.889,0.793 +814989933,Existing Customer,45,F,4,College,Unknown,Less than $40K,Blue,40,1,2,1,1795.0,1058,737.0,0.778,5575,73,0.738,0.589 +711847833,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,32,2,2,2,1933.0,1127,806.0,0.705,4833,71,0.69,0.583 +772837083,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,32,2,3,1,27169.0,0,27169.0,0.781,3906,87,0.977,0.0 +713652783,Existing Customer,30,F,0,Unknown,Single,Less than $40K,Blue,36,1,1,1,2367.0,1220,1147.0,1.04,5568,90,0.957,0.515 +719202708,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,2,2,1,5642.0,541,5101.0,0.742,4633,84,0.68,0.096 +714566133,Existing Customer,60,F,2,Graduate,Married,Less than $40K,Blue,36,1,2,2,3239.0,2356,883.0,0.621,4621,91,0.75,0.727 +717553683,Existing Customer,52,F,1,Unknown,Married,Less than $40K,Blue,36,1,1,3,3040.0,2517,523.0,0.774,4608,61,1.033,0.828 +814987983,Existing Customer,37,F,2,College,Single,$40K - $60K,Blue,32,2,1,3,3680.0,683,2997.0,0.85,4835,77,0.75,0.186 +789588933,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,37,1,1,1,1787.0,0,1787.0,0.609,3912,79,0.975,0.0 +714317058,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,36,2,3,1,4752.0,2437,2315.0,0.601,3946,63,0.75,0.513 +772271508,Attrited Customer,46,F,3,Uneducated,Single,Unknown,Blue,35,2,3,3,1706.0,0,1706.0,0.726,2320,42,0.448,0.0 +716366208,Existing Customer,45,F,2,Uneducated,Married,Unknown,Blue,36,2,1,3,8103.0,0,8103.0,0.986,5221,82,0.673,0.0 +710971908,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,31,2,3,3,3764.0,1780,1984.0,0.79,4898,80,0.667,0.473 +711412533,Attrited Customer,40,F,3,High School,Single,Less than $40K,Blue,35,6,3,5,5492.0,1573,3919.0,0.636,2416,45,0.667,0.286 +720593583,Existing Customer,39,F,2,Doctorate,Divorced,Less than $40K,Blue,32,1,2,2,3554.0,747,2807.0,0.621,5152,90,0.765,0.21 +720165258,Existing Customer,44,F,2,High School,Unknown,Less than $40K,Blue,29,2,3,1,3170.0,2330,840.0,0.858,5357,91,0.978,0.735 +716147658,Existing Customer,49,F,2,Uneducated,Single,Unknown,Blue,40,2,3,1,2464.0,1601,863.0,0.649,4739,86,0.792,0.65 +778436283,Existing Customer,41,M,4,High School,Single,Less than $40K,Blue,21,2,3,1,3429.0,1504,1925.0,0.601,4015,76,1.0,0.439 +711492258,Existing Customer,50,M,2,Graduate,Married,$60K - $80K,Blue,45,2,1,0,2021.0,1578,443.0,0.761,5298,71,0.919,0.781 +771106458,Existing Customer,54,F,4,College,Married,Less than $40K,Blue,41,1,5,2,2444.0,1313,1131.0,0.689,4609,61,0.794,0.537 +713183508,Existing Customer,39,F,1,High School,Married,Unknown,Blue,36,1,3,2,2751.0,1158,1593.0,0.821,4861,82,0.822,0.421 +710832108,Existing Customer,52,F,2,Unknown,Single,$40K - $60K,Blue,44,2,3,3,9017.0,2359,6658.0,0.895,4552,81,0.8,0.262 +719940483,Existing Customer,51,F,1,Graduate,Married,$40K - $60K,Blue,43,2,2,2,2107.0,1663,444.0,0.712,4841,88,0.725,0.789 +715207458,Existing Customer,46,F,1,Unknown,Single,Less than $40K,Blue,39,2,2,1,2029.0,1074,955.0,0.514,4802,90,0.8,0.529 +716839983,Existing Customer,48,M,3,College,Married,$120K +,Blue,36,2,3,2,32777.0,0,32777.0,0.665,4520,75,0.923,0.0 +781073733,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,41,1,3,3,4607.0,0,4607.0,0.898,4793,88,0.63,0.0 +757594083,Existing Customer,52,F,1,Unknown,Married,Unknown,Blue,45,2,4,0,23486.0,0,23486.0,0.616,4530,74,0.762,0.0 +764496708,Existing Customer,54,F,2,High School,Married,Unknown,Blue,47,2,3,3,1997.0,0,1997.0,0.825,4961,82,0.783,0.0 +714080433,Existing Customer,40,F,5,College,Married,$40K - $60K,Blue,36,2,3,2,3144.0,1787,1357.0,0.685,4758,67,0.558,0.568 +757675158,Existing Customer,47,F,4,Post-Graduate,Divorced,$40K - $60K,Blue,40,2,2,3,2725.0,1851,874.0,0.687,4904,85,0.7,0.679 +715361433,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,36,2,2,3,1874.0,994,880.0,0.713,4194,78,0.857,0.53 +778191933,Attrited Customer,45,M,3,Uneducated,Single,$120K +,Blue,35,2,3,5,7135.0,2517,4618.0,0.631,2305,42,0.448,0.353 +718792758,Existing Customer,35,F,4,Uneducated,Married,Unknown,Blue,25,2,3,2,3379.0,587,2792.0,0.67,5121,80,0.702,0.174 +709738008,Existing Customer,48,F,3,Unknown,Married,$40K - $60K,Blue,36,1,6,2,2804.0,1057,1747.0,0.576,5033,81,0.8,0.377 +799020258,Existing Customer,44,M,2,Uneducated,Divorced,$60K - $80K,Blue,38,2,1,2,16553.0,0,16553.0,0.488,4797,82,0.907,0.0 +718152333,Attrited Customer,41,F,3,Doctorate,Single,Unknown,Blue,36,2,3,6,2246.0,0,2246.0,0.725,3607,51,0.821,0.0 +716324583,Existing Customer,42,F,4,Uneducated,Single,Unknown,Blue,36,1,4,1,2875.0,1892,983.0,0.75,4577,81,0.688,0.658 +720887058,Existing Customer,51,F,1,Unknown,Married,Unknown,Blue,35,1,2,3,3668.0,0,3668.0,0.655,4753,87,0.812,0.0 +714825408,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,2,3,3,2853.0,2517,336.0,0.595,4971,65,0.757,0.882 +788620083,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,41,2,2,2,2382.0,1419,963.0,0.78,4563,89,0.712,0.596 +719490108,Existing Customer,54,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,1,2830.0,1779,1051.0,0.883,4854,74,0.947,0.629 +709044183,Existing Customer,47,F,3,Unknown,Married,Unknown,Blue,27,1,3,3,24987.0,824,24163.0,0.691,3995,64,0.561,0.033 +756944133,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,45,1,1,3,3705.0,2168,1537.0,0.662,4452,89,0.894,0.585 +785285883,Attrited Customer,49,F,3,Graduate,Single,Less than $40K,Blue,43,6,3,4,1675.0,0,1675.0,0.76,2622,53,0.71,0.0 +779770683,Existing Customer,47,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,2,3,3,1439.0,0,1439.0,0.638,5047,79,0.837,0.0 +718510983,Existing Customer,54,F,3,Unknown,Single,$40K - $60K,Blue,41,1,3,2,4440.0,0,4440.0,0.639,3720,89,0.894,0.0 +710322033,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,44,1,1,1,2563.0,1765,798.0,0.857,4515,77,0.925,0.689 +710560008,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,33,1,3,0,1896.0,1738,158.0,0.647,4588,75,0.923,0.917 +711298458,Attrited Customer,39,F,3,Unknown,Married,Less than $40K,Blue,26,5,2,5,2190.0,0,2190.0,0.691,2338,40,0.6,0.0 +789164283,Existing Customer,55,F,0,Uneducated,Married,Less than $40K,Blue,44,1,1,3,2596.0,1929,667.0,0.609,4726,87,0.812,0.743 +715773783,Attrited Customer,44,F,2,Graduate,Single,$40K - $60K,Blue,35,2,3,4,4196.0,561,3635.0,0.741,2558,38,0.652,0.134 +779158533,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,25,2,3,3,1616.0,966,650.0,0.647,4774,74,0.805,0.598 +720463833,Existing Customer,42,M,5,Uneducated,Single,$60K - $80K,Blue,36,1,1,2,6618.0,1738,4880.0,0.72,5022,76,0.854,0.263 +712747758,Attrited Customer,50,F,4,Uneducated,Single,Less than $40K,Blue,36,2,2,3,2477.0,0,2477.0,0.445,2037,43,0.387,0.0 +771067308,Existing Customer,38,F,3,High School,Single,$40K - $60K,Blue,25,1,1,2,3040.0,1908,1132.0,0.758,5616,73,0.659,0.628 +750995508,Attrited Customer,41,M,3,Unknown,Single,$60K - $80K,Blue,32,1,3,3,4697.0,1046,3651.0,0.313,1679,29,0.318,0.223 +716171358,Existing Customer,51,M,4,College,Married,$40K - $60K,Blue,36,2,3,1,4436.0,2222,2214.0,0.731,4460,85,0.771,0.501 +794637333,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Silver,25,2,2,2,13138.0,0,13138.0,0.546,3881,77,0.791,0.0 +718437033,Attrited Customer,46,M,2,Uneducated,Unknown,$60K - $80K,Blue,30,4,3,2,1438.3,681,757.3,0.731,2527,38,0.583,0.473 +718492908,Existing Customer,38,F,3,College,Married,Less than $40K,Blue,36,1,2,3,3297.0,1554,1743.0,0.605,4636,86,0.72,0.471 +716033508,Existing Customer,46,M,2,Graduate,Single,$60K - $80K,Blue,34,1,3,2,6272.0,1434,4838.0,1.172,4514,66,1.2,0.229 +717603858,Existing Customer,54,M,3,College,Single,$40K - $60K,Blue,42,1,2,1,5608.0,1775,3833.0,0.522,4325,77,0.75,0.317 +714741933,Existing Customer,42,M,4,Unknown,Married,$60K - $80K,Blue,32,1,1,2,9906.0,1759,8147.0,0.785,4033,76,1.0,0.178 +716558283,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,36,2,2,2,1621.0,1046,575.0,0.729,5247,84,0.615,0.645 +719022558,Existing Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,38,1,3,3,2305.0,1173,1132.0,0.818,5106,74,0.762,0.509 +717334233,Existing Customer,54,F,1,Uneducated,Single,$40K - $60K,Blue,43,1,3,2,9525.0,2517,7008.0,0.669,4804,79,0.881,0.264 +709222008,Attrited Customer,41,M,3,Unknown,Single,$80K - $120K,Blue,32,1,3,4,4742.0,2221,2521.0,0.464,2422,41,0.464,0.468 +719192808,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,36,2,1,1,3168.0,2147,1021.0,0.663,4674,71,0.821,0.678 +719281533,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,27,2,1,3,2939.0,1388,1551.0,0.69,5076,84,0.826,0.472 +710877108,Existing Customer,44,F,1,High School,Divorced,Less than $40K,Blue,32,1,1,2,2724.0,1288,1436.0,0.613,4171,75,1.206,0.473 +714155283,Existing Customer,46,F,2,Unknown,Married,Unknown,Blue,36,2,3,0,6990.0,876,6114.0,0.752,4861,77,0.638,0.125 +771214083,Existing Customer,45,M,2,High School,Unknown,$60K - $80K,Blue,32,1,2,3,1870.0,0,1870.0,0.761,4891,65,0.806,0.0 +770581983,Existing Customer,55,F,4,Graduate,Married,$40K - $60K,Blue,41,1,1,3,1438.3,0,1438.3,0.861,4885,88,0.63,0.0 +718742808,Attrited Customer,55,F,1,High School,Married,$40K - $60K,Blue,46,2,4,3,4629.0,710,3919.0,0.788,2877,49,0.581,0.153 +710257683,Existing Customer,50,M,3,Graduate,Single,$120K +,Blue,33,1,2,2,34516.0,1134,33382.0,0.585,4520,73,0.659,0.033 +721426383,Attrited Customer,36,F,3,Unknown,Single,Less than $40K,Blue,36,4,3,0,1558.0,261,1297.0,0.775,2424,40,0.6,0.168 +721041483,Attrited Customer,45,M,4,Doctorate,Married,$60K - $80K,Blue,37,1,2,2,13093.0,2517,10576.0,0.426,2032,39,0.444,0.192 +719922558,Existing Customer,45,F,5,Unknown,Divorced,$40K - $60K,Blue,33,2,2,3,1438.3,0,1438.3,0.739,5346,84,0.787,0.0 +715072533,Existing Customer,41,F,3,Unknown,Unknown,$40K - $60K,Blue,36,2,6,2,4451.0,0,4451.0,0.726,4456,75,0.974,0.0 +716214108,Existing Customer,44,M,4,Uneducated,Single,$60K - $80K,Blue,36,1,2,1,6426.0,0,6426.0,0.592,4892,80,0.818,0.0 +772216833,Existing Customer,47,F,5,Graduate,Single,Less than $40K,Blue,36,1,2,1,2761.0,1950,811.0,0.582,4510,88,0.66,0.706 +708553008,Existing Customer,38,F,1,High School,Single,$40K - $60K,Blue,36,1,2,3,2148.0,1103,1045.0,0.602,4711,64,0.882,0.514 +778880358,Existing Customer,49,F,4,Graduate,Divorced,$40K - $60K,Blue,30,1,3,3,2485.0,1648,837.0,0.595,4208,71,0.919,0.663 +720258183,Existing Customer,39,F,4,Graduate,Single,$40K - $60K,Blue,25,2,3,3,3394.0,2517,877.0,0.689,5421,75,0.829,0.742 +720689583,Existing Customer,50,F,3,High School,Married,$40K - $60K,Blue,40,1,3,3,3367.0,1747,1620.0,0.769,5657,91,0.517,0.519 +758168133,Existing Customer,50,F,0,High School,Married,$40K - $60K,Blue,43,2,3,1,4154.0,1060,3094.0,0.544,4325,86,0.72,0.255 +716322783,Existing Customer,47,F,3,Unknown,Married,Less than $40K,Blue,37,2,2,2,2154.0,1628,526.0,0.665,4538,74,0.762,0.756 +711118083,Existing Customer,54,F,4,Graduate,Divorced,Less than $40K,Blue,43,1,2,1,2506.0,1784,722.0,0.729,4504,80,1.051,0.712 +709591533,Existing Customer,46,F,3,College,Divorced,Less than $40K,Blue,38,1,1,3,1774.0,1115,659.0,0.686,3474,60,0.667,0.629 +794556333,Existing Customer,43,F,2,Unknown,Single,Unknown,Blue,27,1,3,3,3287.0,1697,1590.0,0.711,5236,77,1.026,0.516 +771630783,Existing Customer,42,F,3,High School,Married,Unknown,Blue,30,1,1,2,1821.0,935,886.0,0.781,4786,87,0.776,0.513 +708672708,Existing Customer,49,M,4,High School,Unknown,$80K - $120K,Blue,31,2,3,3,34516.0,2517,31999.0,0.71,3990,65,1.031,0.073 +715590258,Existing Customer,45,F,4,Uneducated,Single,$40K - $60K,Blue,36,1,1,3,3918.0,2070,1848.0,0.76,4700,69,0.643,0.528 +714241083,Existing Customer,49,F,1,Graduate,Married,Unknown,Blue,39,1,1,3,5455.0,2091,3364.0,0.748,4349,58,0.812,0.383 +708416433,Attrited Customer,41,F,1,High School,Single,Less than $40K,Blue,36,4,3,2,2372.0,0,2372.0,0.597,2499,41,0.464,0.0 +779183958,Attrited Customer,45,F,2,Graduate,Single,Less than $40K,Blue,33,1,3,4,1492.0,0,1492.0,0.502,2469,38,0.267,0.0 +709061658,Existing Customer,44,F,1,Graduate,Single,Less than $40K,Blue,31,2,2,3,1550.0,716,834.0,0.749,4534,87,0.977,0.462 +717384183,Existing Customer,58,F,3,Graduate,Single,Less than $40K,Blue,53,1,3,1,2669.0,2048,621.0,0.725,4863,79,1.135,0.767 +778921908,Existing Customer,42,M,4,College,Single,$60K - $80K,Blue,23,2,3,1,3311.0,841,2470.0,0.7,4559,80,0.905,0.254 +714745608,Existing Customer,51,F,4,High School,Single,Less than $40K,Blue,33,2,4,3,3068.0,2071,997.0,0.854,5524,71,0.972,0.675 +709200633,Existing Customer,55,F,1,Graduate,Single,Unknown,Blue,49,1,4,3,2721.0,0,2721.0,0.508,5443,73,0.973,0.0 +714714558,Existing Customer,37,F,2,Uneducated,Single,$40K - $60K,Blue,27,1,3,2,3050.0,2517,533.0,1.177,4698,75,0.923,0.825 +801363633,Existing Customer,60,F,2,Graduate,Married,Unknown,Blue,54,1,2,2,3356.0,1664,1692.0,0.862,5200,81,0.929,0.496 +778847808,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,23,1,2,3,2647.0,1245,1402.0,0.712,4911,82,0.864,0.47 +713015433,Existing Customer,50,F,4,Unknown,Married,Less than $40K,Blue,36,2,4,3,2407.0,1102,1305.0,0.736,4543,71,0.775,0.458 +711666708,Attrited Customer,52,F,2,High School,Married,Unknown,Blue,39,1,3,4,2233.0,1790,443.0,0.798,2888,50,0.562,0.802 +809631483,Existing Customer,42,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,37,1,1,3,32106.0,0,32106.0,0.678,4452,83,0.729,0.0 +808967883,Existing Customer,48,F,4,Unknown,Married,Less than $40K,Blue,43,1,1,0,2089.0,1262,827.0,0.886,5069,76,1.111,0.604 +710532258,Existing Customer,48,F,3,High School,Divorced,Less than $40K,Blue,36,1,1,1,2185.0,1495,690.0,0.924,4906,83,0.804,0.684 +812235108,Existing Customer,44,F,2,Graduate,Unknown,Less than $40K,Blue,39,2,3,3,4057.0,755,3302.0,0.873,4301,58,1.417,0.186 +817293258,Existing Customer,44,F,4,College,Married,$40K - $60K,Blue,27,1,1,2,3183.0,2517,666.0,0.726,4017,63,0.853,0.791 +714695883,Existing Customer,45,F,5,Uneducated,Unknown,Less than $40K,Blue,36,1,2,3,2699.0,1583,1116.0,0.648,4071,75,0.829,0.587 +738062658,Existing Customer,57,M,3,Graduate,Single,$80K - $120K,Blue,50,2,3,3,17096.0,1762,15334.0,0.409,4231,62,0.55,0.103 +709518858,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,38,1,1,1,2897.0,0,2897.0,0.7,4891,87,0.776,0.0 +819634233,Attrited Customer,46,F,2,Graduate,Unknown,Less than $40K,Blue,40,5,2,2,6568.0,0,6568.0,0.101,1507,33,0.222,0.0 +711272058,Existing Customer,40,F,4,Graduate,Married,Unknown,Blue,28,1,3,3,1622.0,972,650.0,0.866,4216,71,1.367,0.599 +716262708,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,36,1,3,2,1438.3,718,720.3,0.571,4447,71,0.821,0.499 +708928008,Existing Customer,34,F,2,High School,Single,$40K - $60K,Blue,36,2,3,1,1677.0,0,1677.0,0.7,4035,87,0.891,0.0 +765755283,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,41,1,1,3,7884.0,745,7139.0,0.714,4588,74,0.762,0.094 +711922158,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,45,1,3,3,1860.0,0,1860.0,0.778,5109,62,0.722,0.0 +773177358,Existing Customer,48,F,3,Graduate,Married,Unknown,Blue,41,1,2,2,8074.0,2426,5648.0,0.72,5372,93,0.788,0.3 +779638983,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,30,2,3,3,2124.0,1573,551.0,0.728,4592,83,0.804,0.741 +708723858,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,37,1,1,3,3413.0,1715,1698.0,0.812,3843,67,0.634,0.502 +712184133,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,24,2,3,3,2178.0,1408,770.0,0.635,5089,80,0.455,0.646 +709948233,Existing Customer,47,F,3,Uneducated,Single,Unknown,Blue,35,1,4,3,2446.0,1899,547.0,0.714,5347,87,0.74,0.776 +709415583,Existing Customer,37,F,2,Unknown,Single,Less than $40K,Blue,21,1,1,1,3967.0,1476,2491.0,0.626,4490,66,0.833,0.372 +714005508,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,36,2,2,2,4146.0,2027,2119.0,0.74,4323,64,0.684,0.489 +712407033,Existing Customer,26,F,0,Uneducated,Unknown,Unknown,Silver,13,1,2,3,34516.0,2403,32113.0,0.623,4174,59,0.735,0.07 +716333283,Existing Customer,58,F,0,Unknown,Unknown,Less than $40K,Blue,52,1,2,2,1869.0,1255,614.0,0.847,5269,80,0.633,0.671 +715534083,Existing Customer,46,F,2,College,Single,Unknown,Blue,33,2,3,1,2168.0,1334,834.0,0.622,4043,73,0.738,0.615 +789492558,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,40,1,2,1,2096.0,1276,820.0,0.6,4926,82,0.745,0.609 +770929383,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,28,2,1,1,7293.0,993,6300.0,0.507,4828,82,0.64,0.136 +708890133,Existing Customer,46,F,4,College,Married,Unknown,Blue,35,2,2,2,1438.3,0,1438.3,0.802,4659,74,1.114,0.0 +788595183,Existing Customer,42,M,2,Graduate,Single,$40K - $60K,Blue,36,1,1,3,1438.3,686,752.3,0.68,3499,80,0.86,0.477 +713167383,Existing Customer,57,F,3,High School,Single,Less than $40K,Blue,46,1,2,2,2298.0,1540,758.0,0.708,5154,81,0.976,0.67 +717704433,Existing Customer,48,F,4,Unknown,Single,Unknown,Blue,37,1,2,1,3829.0,836,2993.0,0.731,4313,85,0.545,0.218 +718590183,Existing Customer,58,F,3,Doctorate,Married,Less than $40K,Blue,47,1,3,3,1517.0,920,597.0,0.825,5067,69,0.865,0.606 +719019483,Existing Customer,46,F,2,College,Unknown,Less than $40K,Silver,36,2,3,1,13427.0,1507,11920.0,0.84,4266,63,0.75,0.112 +710401458,Existing Customer,53,M,3,Unknown,Married,$80K - $120K,Blue,40,2,2,3,16747.0,0,16747.0,0.801,4350,76,0.767,0.0 +720783558,Existing Customer,58,F,1,Graduate,Married,Unknown,Blue,48,2,3,1,9926.0,2216,7710.0,0.524,4937,73,0.553,0.223 +772364358,Existing Customer,54,F,2,High School,Unknown,Less than $40K,Blue,44,1,1,1,2691.0,811,1880.0,0.767,4413,80,0.633,0.301 +719868183,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,30,5,3,2,1456.0,0,1456.0,0.694,2843,42,0.5,0.0 +709388058,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,34,2,3,2,2005.0,1263,742.0,0.657,4906,80,0.818,0.63 +717004533,Existing Customer,35,F,3,High School,Married,Less than $40K,Blue,36,2,3,0,4790.0,1189,3601.0,0.698,4544,81,0.929,0.248 +714969183,Existing Customer,46,F,2,Unknown,Married,Less than $40K,Blue,36,2,3,1,3123.0,1639,1484.0,0.788,4117,76,1.111,0.525 +720837708,Existing Customer,42,F,3,College,Unknown,Less than $40K,Blue,28,1,2,3,5471.0,2517,2954.0,0.493,5103,94,0.679,0.46 +759947433,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,46,1,2,2,13670.0,0,13670.0,0.819,4812,81,0.653,0.0 +767404083,Attrited Customer,52,M,2,Graduate,Single,$60K - $80K,Blue,45,2,3,3,3460.0,0,3460.0,0.466,2355,47,0.621,0.0 +781926633,Existing Customer,48,M,2,Uneducated,Married,$40K - $60K,Blue,42,1,3,3,3202.0,2517,685.0,0.597,4675,88,0.692,0.786 +772127508,Attrited Customer,31,F,1,Uneducated,Married,Less than $40K,Blue,20,6,2,2,1438.3,0,1438.3,0.706,2614,49,0.531,0.0 +720518283,Existing Customer,50,M,2,Post-Graduate,Single,$60K - $80K,Blue,36,1,3,2,2296.0,1371,925.0,0.604,5483,77,0.791,0.597 +715380483,Existing Customer,54,F,5,Unknown,Single,Less than $40K,Blue,49,2,3,2,1476.0,0,1476.0,0.699,4462,75,0.786,0.0 +789296133,Existing Customer,35,F,3,Doctorate,Single,Unknown,Blue,24,1,1,3,12287.0,770,11517.0,0.612,4601,65,0.757,0.063 +711029358,Existing Customer,41,F,4,Unknown,Single,Less than $40K,Blue,36,2,3,2,2470.0,1566,904.0,0.811,5011,61,0.743,0.634 +712615008,Existing Customer,46,M,2,Graduate,Unknown,$120K +,Blue,34,1,3,2,24431.0,892,23539.0,0.417,3457,66,0.571,0.037 +816826008,Existing Customer,41,M,4,Unknown,Married,Less than $40K,Blue,36,1,1,2,1950.0,998,952.0,0.619,4630,84,0.714,0.512 +715488483,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,36,1,3,1,6615.0,0,6615.0,0.619,4575,75,0.786,0.0 +717759783,Existing Customer,47,F,4,Unknown,Single,Unknown,Blue,34,1,3,2,5756.0,860,4896.0,0.708,5298,72,0.714,0.149 +796083783,Attrited Customer,55,F,2,College,Single,Unknown,Blue,49,1,0,6,1438.3,0,1438.3,0.608,2278,57,0.727,0.0 +709925733,Existing Customer,32,F,0,Unknown,Single,Less than $40K,Blue,22,1,3,2,1438.3,713,725.3,0.806,5099,80,0.951,0.496 +715309083,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,2,1912.0,0,1912.0,0.728,4851,87,0.642,0.0 +778441533,Attrited Customer,45,F,4,High School,Single,Unknown,Blue,26,6,2,2,4549.0,1631,2918.0,0.779,2240,34,0.478,0.359 +715891533,Existing Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,33,1,2,1,1979.0,1305,674.0,0.702,5458,84,0.75,0.659 +788848458,Existing Customer,40,F,5,Unknown,Married,$40K - $60K,Blue,24,1,1,2,2803.0,1747,1056.0,0.954,5089,71,1.029,0.623 +708399858,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,35,2,2,1,2548.0,2250,298.0,0.581,4747,77,0.791,0.883 +711944733,Existing Customer,45,F,2,High School,Married,Less than $40K,Blue,36,1,2,2,1457.0,828,629.0,0.852,5401,93,0.661,0.568 +712683633,Attrited Customer,32,F,0,Unknown,Married,Less than $40K,Blue,36,5,3,3,1438.3,0,1438.3,0.569,2464,37,0.321,0.0 +785487783,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,53,2,2,0,1980.0,1409,571.0,0.743,5350,96,0.714,0.712 +718951683,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,35,2,3,1,2216.0,1262,954.0,0.497,4763,83,0.66,0.569 +718329183,Existing Customer,57,F,3,Graduate,Divorced,$40K - $60K,Blue,47,1,3,2,4262.0,2517,1745.0,0.682,3943,75,0.744,0.591 +788960658,Existing Customer,42,F,2,Uneducated,Married,Less than $40K,Blue,28,1,2,3,2573.0,1742,831.0,0.693,4649,88,0.76,0.677 +713120433,Existing Customer,55,F,2,High School,Married,$40K - $60K,Blue,42,2,2,3,5431.0,2007,3424.0,0.661,4569,82,0.608,0.37 +720980958,Existing Customer,43,F,5,Uneducated,Married,Less than $40K,Blue,30,1,3,2,3092.0,909,2183.0,0.832,4797,87,0.851,0.294 +709606158,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,31,1,3,3,2984.0,0,2984.0,0.77,4878,86,0.87,0.0 +714168183,Existing Customer,48,F,2,Uneducated,Married,Unknown,Blue,38,1,3,3,2186.0,1017,1169.0,0.617,4629,77,0.791,0.465 +712524858,Existing Customer,34,M,1,Graduate,Single,Less than $40K,Blue,28,1,6,3,2669.0,1649,1020.0,0.63,4314,74,0.609,0.618 +815072283,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,45,1,3,1,1789.0,1156,633.0,0.748,5110,75,0.63,0.646 +715980258,Existing Customer,36,F,1,Doctorate,Single,Less than $40K,Blue,25,1,2,3,2835.0,2511,324.0,0.731,4811,77,0.925,0.886 +788715483,Existing Customer,44,F,5,Graduate,Single,Less than $40K,Blue,28,2,2,2,1558.0,879,679.0,0.874,4805,86,0.792,0.564 +809276808,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,42,1,1,3,7299.0,0,7299.0,0.806,4678,83,0.729,0.0 +708885558,Attrited Customer,56,F,1,High School,Single,Less than $40K,Blue,48,1,5,2,3556.0,0,3556.0,0.596,2220,45,0.731,0.0 +789373683,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,35,1,2,2,1438.3,834,604.3,0.635,4976,70,0.842,0.58 +714216858,Existing Customer,35,F,2,Unknown,Single,Unknown,Blue,36,2,1,2,1507.0,0,1507.0,0.81,4679,85,0.771,0.0 +719150658,Attrited Customer,51,F,2,Graduate,Married,Unknown,Blue,34,2,3,2,7551.0,0,7551.0,0.894,2977,46,0.394,0.0 +712302783,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,25,2,3,1,2468.0,872,1596.0,0.991,4426,76,1.111,0.353 +799717458,Existing Customer,42,F,3,Unknown,Married,Less than $40K,Blue,36,2,3,3,2515.0,1453,1062.0,0.649,4025,74,0.805,0.578 +716354883,Attrited Customer,59,F,0,Graduate,Unknown,Unknown,Blue,49,2,3,2,9076.0,0,9076.0,0.899,3048,53,0.656,0.0 +719601708,Existing Customer,45,M,3,College,Single,$60K - $80K,Blue,35,1,1,2,10699.0,1099,9600.0,0.661,5052,61,0.694,0.103 +720150858,Attrited Customer,34,M,2,High School,Married,$80K - $120K,Blue,25,6,2,0,1439.0,0,1439.0,0.89,2932,44,0.913,0.0 +824915208,Existing Customer,44,F,3,Doctorate,Married,Unknown,Blue,40,2,1,1,7212.0,1008,6204.0,0.727,5169,82,0.745,0.14 +798777708,Existing Customer,54,F,4,High School,Single,$40K - $60K,Blue,48,2,4,1,3089.0,1177,1912.0,1.01,5237,75,0.829,0.381 +805229133,Existing Customer,46,M,3,Unknown,Unknown,$80K - $120K,Blue,41,1,2,2,11250.0,0,11250.0,0.482,4514,70,0.591,0.0 +716365233,Existing Customer,53,F,1,College,Married,Less than $40K,Blue,36,1,3,3,1665.0,964,701.0,1.049,4881,75,0.923,0.579 +796544133,Existing Customer,54,M,1,College,Single,$120K +,Blue,48,1,3,1,2456.0,1654,802.0,0.565,4468,84,0.75,0.673 +778143183,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,40,2,2,3,11773.0,0,11773.0,0.754,5098,58,1.071,0.0 +717011958,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,23,2,1,1,1438.3,0,1438.3,0.728,4494,82,0.708,0.0 +778264008,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,32,2,1,2,3104.0,1954,1150.0,0.473,4699,77,0.925,0.63 +789507408,Existing Customer,48,F,3,College,Unknown,Unknown,Blue,40,2,6,1,2337.0,0,2337.0,0.586,5203,90,0.765,0.0 +788842008,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,34,2,2,2,4060.0,2336,1724.0,0.943,5173,87,0.706,0.575 +714742758,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,24,2,2,2,3428.0,2209,1219.0,0.671,4751,87,0.642,0.644 +717742908,Existing Customer,44,M,3,Unknown,Married,$40K - $60K,Blue,36,1,1,1,12967.0,2517,10450.0,0.787,4520,74,0.762,0.194 +712874433,Existing Customer,45,M,3,Unknown,Single,Less than $40K,Blue,36,2,1,0,2326.0,642,1684.0,0.814,5413,90,0.765,0.276 +711092658,Attrited Customer,39,F,3,Graduate,Married,Unknown,Blue,26,2,2,3,4376.0,855,3521.0,0.839,2862,52,0.733,0.195 +720299283,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Blue,33,2,2,1,12745.0,0,12745.0,0.538,4380,80,0.739,0.0 +719237058,Existing Customer,39,M,2,Doctorate,Single,$60K - $80K,Blue,36,2,2,1,1790.0,891,899.0,0.45,4498,96,0.574,0.498 +719671383,Existing Customer,40,F,3,Uneducated,Unknown,Less than $40K,Blue,30,2,3,2,2969.0,0,2969.0,0.74,4109,70,1.0,0.0 +788290383,Existing Customer,43,M,3,Doctorate,Single,$40K - $60K,Blue,35,2,6,3,4970.0,1588,3382.0,0.669,4436,83,0.804,0.32 +779701983,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Blue,32,1,3,3,5400.0,1426,3974.0,0.595,4643,80,0.702,0.264 +779247483,Attrited Customer,46,F,1,Uneducated,Unknown,Unknown,Blue,28,5,2,6,2069.0,0,2069.0,0.656,2754,55,0.667,0.0 +767093133,Existing Customer,52,F,2,Unknown,Married,Unknown,Blue,45,2,2,1,3192.0,0,3192.0,0.646,4191,80,0.739,0.0 +717979008,Existing Customer,48,F,3,Unknown,Single,Less than $40K,Blue,37,2,2,1,2105.0,1072,1033.0,0.514,4833,81,1.077,0.509 +712132383,Existing Customer,44,M,4,College,Single,$80K - $120K,Blue,34,2,2,3,1876.0,861,1015.0,0.839,5056,82,0.547,0.459 +772306383,Attrited Customer,57,F,3,Unknown,Unknown,Less than $40K,Blue,43,5,3,2,1462.0,0,1462.0,0.602,2299,42,0.312,0.0 +714469008,Existing Customer,40,F,2,Unknown,Single,$40K - $60K,Blue,29,1,3,3,2351.0,1337,1014.0,0.613,5115,84,0.787,0.569 +812446158,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,49,2,2,2,1719.0,0,1719.0,0.579,4869,65,0.512,0.0 +779401233,Existing Customer,47,F,4,Uneducated,Single,$40K - $60K,Blue,36,1,1,0,1438.3,0,1438.3,0.61,5216,78,0.66,0.0 +784994883,Existing Customer,26,F,0,Unknown,Married,Less than $40K,Blue,20,2,2,2,2516.0,2378,138.0,1.033,4746,75,0.875,0.945 +721080183,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,20,2,2,3,4883.0,0,4883.0,0.724,4613,82,1.0,0.0 +712572858,Existing Customer,38,M,3,High School,Single,$80K - $120K,Blue,29,2,1,3,3413.0,1801,1612.0,0.88,3831,45,0.667,0.528 +719759733,Attrited Customer,59,F,0,Unknown,Single,$40K - $60K,Blue,52,2,4,3,1852.0,0,1852.0,0.902,2851,49,0.75,0.0 +780371433,Existing Customer,35,F,2,Graduate,Married,Unknown,Blue,25,2,3,3,3339.0,2014,1325.0,0.688,4725,83,0.694,0.603 +822170733,Attrited Customer,45,F,4,College,Single,Less than $40K,Blue,41,6,3,2,3785.0,2517,1268.0,0.574,2401,54,0.742,0.665 +708224133,Existing Customer,61,M,0,Uneducated,Single,$40K - $60K,Blue,49,1,2,3,2228.0,1480,748.0,0.533,4431,71,0.651,0.664 +719299533,Attrited Customer,55,F,1,Unknown,Unknown,Less than $40K,Blue,36,2,3,2,3626.0,795,2831.0,0.896,2954,42,0.556,0.219 +780633483,Existing Customer,58,F,0,Graduate,Married,$40K - $60K,Blue,47,2,2,1,2194.0,1302,892.0,0.814,4962,81,0.841,0.593 +771356508,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,2,3,1,2665.0,1936,729.0,0.757,4500,71,0.972,0.726 +823629333,Existing Customer,42,M,4,Uneducated,Married,$40K - $60K,Blue,38,1,4,1,2444.0,0,2444.0,0.788,4220,50,1.174,0.0 +712961658,Existing Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,32,1,1,1,3335.0,2238,1097.0,0.644,5321,78,0.95,0.671 +710464683,Existing Customer,45,F,3,Post-Graduate,Married,Less than $40K,Blue,32,2,3,2,2726.0,2127,599.0,0.814,5578,89,0.854,0.78 +716688183,Attrited Customer,51,F,1,High School,Married,Less than $40K,Blue,43,4,3,3,1665.0,1521,144.0,0.874,2878,45,0.452,0.914 +789082758,Existing Customer,40,F,2,High School,Married,Less than $40K,Blue,28,1,3,3,2734.0,1661,1073.0,0.726,4981,90,0.698,0.608 +709140858,Existing Customer,57,F,2,College,Single,Less than $40K,Blue,47,1,3,1,1727.0,996,731.0,0.767,5112,82,0.673,0.577 +822127008,Existing Customer,50,F,1,Post-Graduate,Married,Unknown,Blue,46,2,2,1,19349.0,615,18734.0,0.708,4351,79,0.717,0.032 +720496158,Existing Customer,53,M,0,Unknown,Single,$60K - $80K,Blue,42,1,2,0,13409.0,1168,12241.0,0.625,4031,82,0.745,0.087 +774588633,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,39,2,2,3,1438.3,0,1438.3,0.81,4928,84,0.909,0.0 +788465583,Existing Customer,42,F,3,College,Single,$40K - $60K,Blue,35,2,3,3,6330.0,1573,4757.0,0.899,3029,52,0.733,0.248 +741517458,Attrited Customer,49,F,4,Graduate,Married,Less than $40K,Blue,42,2,4,3,2575.0,2517,58.0,0.31,1874,40,0.739,0.977 +709935708,Existing Customer,55,F,1,Unknown,Married,$40K - $60K,Blue,43,2,1,2,3391.0,1696,1695.0,0.537,4291,77,0.711,0.5 +721112508,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,40,2,3,1,5298.0,0,5298.0,0.686,4834,80,0.667,0.0 +720734583,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,32,1,3,3,2540.0,1561,979.0,0.894,5039,82,0.745,0.615 +772286658,Attrited Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,52,6,4,3,14324.0,2507,11817.0,0.433,2083,56,0.647,0.175 +807149058,Existing Customer,48,F,5,Unknown,Married,Less than $40K,Blue,43,1,1,3,2876.0,1628,1248.0,0.631,4752,80,0.739,0.566 +771045708,Attrited Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,2,3,3,1504.0,970,534.0,0.864,2801,51,1.217,0.645 +711733308,Existing Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,36,2,2,2,1839.0,0,1839.0,0.782,4930,91,0.784,0.0 +710518308,Existing Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,35,1,4,2,1685.0,0,1685.0,0.457,4155,85,0.667,0.0 +716586408,Existing Customer,48,F,3,Graduate,Unknown,Less than $40K,Blue,36,1,1,3,4850.0,1022,3828.0,0.603,4187,86,0.686,0.211 +713152383,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,27,1,1,1,2840.0,2517,323.0,0.591,4405,82,0.864,0.886 +771935283,Existing Customer,47,F,4,Graduate,Single,$40K - $60K,Blue,36,1,2,1,2977.0,1927,1050.0,0.731,5217,88,0.725,0.647 +720460083,Attrited Customer,45,F,4,Unknown,Single,Unknown,Gold,27,1,2,3,34516.0,0,34516.0,0.331,2198,42,0.355,0.0 +825838908,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,35,1,5,1,1961.0,0,1961.0,0.631,4846,92,0.84,0.0 +709082808,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,36,2,3,2,2156.0,1198,958.0,0.507,5092,95,0.759,0.556 +710937783,Existing Customer,53,F,0,Uneducated,Married,$40K - $60K,Blue,40,1,3,3,2772.0,2414,358.0,0.805,5313,68,1.194,0.871 +789540108,Existing Customer,29,F,1,Uneducated,Married,Less than $40K,Blue,21,2,1,3,2832.0,1819,1013.0,0.674,4761,75,0.744,0.642 +709824633,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,35,2,5,3,1552.0,1375,177.0,0.995,5064,80,0.905,0.886 +717874533,Attrited Customer,46,M,2,High School,Single,$40K - $60K,Blue,36,5,2,2,6362.0,0,6362.0,0.596,1968,51,0.759,0.0 +712571883,Existing Customer,40,M,3,Graduate,Divorced,Less than $40K,Silver,36,1,3,2,11409.0,1658,9751.0,0.989,4677,58,0.706,0.145 +716926758,Existing Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,27,2,6,2,1965.0,0,1965.0,0.608,4268,91,0.857,0.0 +716181858,Existing Customer,42,F,2,Uneducated,Married,$40K - $60K,Blue,29,1,2,2,1622.0,0,1622.0,0.709,4633,67,0.634,0.0 +779613933,Existing Customer,38,F,4,Uneducated,Married,Less than $40K,Blue,27,1,3,1,1736.0,1319,417.0,0.667,5045,86,0.755,0.76 +712136058,Attrited Customer,54,F,2,College,Single,Unknown,Blue,36,1,3,3,8827.0,0,8827.0,0.782,2643,50,0.515,0.0 +709678608,Existing Customer,49,M,4,High School,Married,$80K - $120K,Blue,36,2,3,3,24256.0,1076,23180.0,0.568,4269,69,0.643,0.044 +714276408,Attrited Customer,52,F,3,Uneducated,Single,$40K - $60K,Blue,36,2,3,3,1915.0,1445,470.0,0.374,2264,39,0.56,0.755 +719953383,Existing Customer,38,F,4,College,Single,Less than $40K,Blue,27,2,3,3,1438.3,0,1438.3,0.721,4564,79,0.717,0.0 +718795083,Existing Customer,44,F,2,Graduate,Married,Unknown,Blue,26,2,1,3,2006.0,1030,976.0,0.881,5337,85,0.735,0.513 +720503508,Existing Customer,44,F,1,Uneducated,Divorced,Less than $40K,Blue,37,1,2,3,5594.0,1235,4359.0,0.549,5220,75,0.829,0.221 +770762133,Existing Customer,52,F,3,High School,Married,Unknown,Blue,38,2,1,2,3505.0,2517,988.0,0.612,5034,79,0.681,0.718 +713555133,Attrited Customer,56,F,3,High School,Unknown,Less than $40K,Blue,44,4,3,2,1667.0,595,1072.0,0.63,2424,40,0.481,0.357 +711232608,Attrited Customer,47,F,5,High School,Single,Less than $40K,Blue,36,2,3,2,1636.0,0,1636.0,0.694,2235,35,0.591,0.0 +780322908,Existing Customer,52,F,3,Unknown,Married,Less than $40K,Blue,38,1,2,3,3281.0,911,2370.0,0.665,4431,67,1.094,0.278 +708207783,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,42,1,3,2,1477.0,0,1477.0,0.685,4680,80,0.778,0.0 +719590458,Attrited Customer,44,F,4,Graduate,Married,Less than $40K,Blue,36,6,3,3,1905.0,0,1905.0,0.845,3120,46,0.586,0.0 +778679883,Existing Customer,39,M,2,Graduate,Single,$60K - $80K,Blue,19,1,2,1,6146.0,0,6146.0,0.577,3645,76,0.551,0.0 +780230208,Existing Customer,53,M,2,College,Married,$40K - $60K,Blue,40,2,3,0,2672.0,1604,1068.0,0.62,4766,75,1.083,0.6 +827703258,Existing Customer,42,M,4,High School,Married,$60K - $80K,Blue,38,2,2,2,13426.0,0,13426.0,0.717,4674,66,0.886,0.0 +807379833,Attrited Customer,48,M,3,Graduate,Divorced,$40K - $60K,Blue,43,2,3,3,9104.0,145,8959.0,0.765,2563,34,0.417,0.016 +711178383,Existing Customer,47,M,2,Post-Graduate,Married,$80K - $120K,Blue,35,1,3,1,30300.0,1166,29134.0,0.715,4146,64,0.882,0.038 +712203333,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,39,1,2,1,7088.0,1750,5338.0,0.618,4691,76,0.727,0.247 +709261383,Existing Customer,56,F,3,Graduate,Married,$40K - $60K,Blue,36,2,3,2,1872.0,661,1211.0,0.756,4970,81,0.929,0.353 +715829358,Existing Customer,33,F,4,College,Married,$40K - $60K,Blue,26,1,2,3,2874.0,2517,357.0,0.73,4794,88,0.6,0.876 +713213133,Existing Customer,36,M,2,Graduate,Single,$40K - $60K,Blue,36,2,2,1,6763.0,1660,5103.0,0.573,4972,76,0.9,0.245 +778860783,Attrited Customer,57,M,2,Unknown,Divorced,$120K +,Blue,38,1,2,4,24379.0,1116,23263.0,0.62,2836,41,0.281,0.046 +779442783,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,21,1,2,1,2867.0,1365,1502.0,0.502,4445,89,0.745,0.476 +780008358,Attrited Customer,59,M,0,Uneducated,Unknown,$60K - $80K,Blue,48,2,6,2,13172.0,0,13172.0,0.876,2598,47,0.621,0.0 +721274208,Attrited Customer,41,F,2,High School,Single,Less than $40K,Blue,36,4,3,3,2201.0,2104,97.0,0.648,2408,38,0.583,0.956 +714076683,Attrited Customer,29,F,0,College,Married,Less than $40K,Blue,19,2,1,2,3261.0,2517,744.0,0.636,2461,54,0.742,0.772 +788791383,Existing Customer,39,F,3,High School,Married,$40K - $60K,Blue,21,1,2,1,5027.0,0,5027.0,0.853,4850,70,0.75,0.0 +709459608,Existing Customer,47,F,2,Unknown,Unknown,$40K - $60K,Blue,36,1,3,3,1811.0,0,1811.0,0.61,5390,87,0.776,0.0 +711560058,Existing Customer,49,M,1,High School,Married,$60K - $80K,Blue,36,2,3,2,2465.0,1334,1131.0,0.95,4806,83,0.766,0.541 +717657333,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,3,7584.0,1834,5750.0,0.818,4783,65,0.667,0.242 +812218908,Attrited Customer,46,F,2,Unknown,Married,Less than $40K,Blue,36,2,3,2,4065.0,2517,1548.0,0.957,2899,51,0.821,0.619 +787482033,Attrited Customer,60,M,1,High School,Divorced,$80K - $120K,Blue,48,1,5,3,28930.0,0,28930.0,0.645,2251,27,0.227,0.0 +779141658,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,33,1,3,2,4963.0,2115,2848.0,0.767,4989,78,0.696,0.426 +813810333,Attrited Customer,50,M,3,Post-Graduate,Married,$60K - $80K,Blue,45,6,4,3,2049.0,0,2049.0,0.974,2703,54,1.0,0.0 +789613083,Existing Customer,47,M,3,Uneducated,Divorced,$60K - $80K,Blue,41,2,3,3,1943.0,0,1943.0,0.494,5108,81,0.884,0.0 +794540883,Existing Customer,56,F,1,Post-Graduate,Married,$40K - $60K,Blue,38,1,2,1,3485.0,1465,2020.0,0.653,4776,87,1.023,0.42 +811889808,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,38,3,5,1,23459.0,2305,21154.0,0.636,7279,83,0.627,0.098 +720509433,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,31,2,1,3,2306.0,1627,679.0,0.507,3776,70,0.944,0.706 +715091208,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,2,3,3,18177.0,841,17336.0,0.888,8512,94,0.679,0.046 +719269308,Existing Customer,49,F,2,Graduate,Unknown,Less than $40K,Blue,36,3,1,3,3252.0,2517,735.0,0.878,7418,90,0.579,0.774 +718200333,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,41,3,3,0,2894.0,2117,777.0,0.79,7471,87,0.673,0.732 +713487633,Existing Customer,44,M,3,Post-Graduate,Married,$80K - $120K,Blue,32,3,4,2,34516.0,1807,32709.0,0.665,7663,91,0.655,0.052 +789363408,Existing Customer,44,M,3,High School,Married,$120K +,Silver,34,3,1,2,34516.0,2517,31999.0,0.814,7427,83,0.566,0.073 +713916708,Existing Customer,53,M,3,Graduate,Single,$120K +,Gold,43,3,1,3,34516.0,2435,32081.0,0.77,7758,98,0.719,0.071 +823833483,Existing Customer,41,M,3,Graduate,Single,$40K - $60K,Blue,37,3,3,2,7839.0,1544,6295.0,0.715,7904,83,0.804,0.197 +717756258,Existing Customer,49,M,2,Unknown,Married,$120K +,Blue,38,3,6,3,16494.0,1158,15336.0,0.692,7761,84,0.647,0.07 +712879158,Existing Customer,49,M,1,High School,Married,$60K - $80K,Gold,36,2,2,3,6224.0,2201,4023.0,0.832,7693,70,0.628,0.354 +709474683,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,13,3,2,3,6078.0,1478,4600.0,0.849,8442,95,0.508,0.243 +772313358,Existing Customer,50,M,3,High School,Single,$80K - $120K,Blue,39,3,3,2,21322.0,2216,19106.0,0.921,8693,91,0.569,0.104 +711856683,Existing Customer,51,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,2,3,3,1590.0,1273,317.0,0.64,7352,80,0.818,0.801 +718530258,Existing Customer,52,F,3,Uneducated,Divorced,Less than $40K,Blue,36,3,1,2,1986.0,1411,575.0,0.799,7249,86,0.509,0.71 +716288208,Existing Customer,48,M,3,Graduate,Single,$60K - $80K,Blue,36,2,1,1,15618.0,0,15618.0,0.706,7549,77,0.638,0.0 +718712583,Existing Customer,44,M,2,Uneducated,Married,$80K - $120K,Blue,33,3,1,1,34496.0,1665,32831.0,0.883,8092,80,0.667,0.048 +806432433,Existing Customer,40,F,2,High School,Single,$40K - $60K,Blue,35,2,1,2,2544.0,1713,831.0,0.696,8006,88,0.571,0.673 +720074583,Existing Customer,42,M,1,Graduate,Unknown,$80K - $120K,Blue,36,2,1,2,4765.0,1516,3249.0,0.709,7380,76,0.689,0.318 +768848658,Existing Customer,43,F,3,Unknown,Single,Unknown,Blue,37,2,3,1,16583.0,1797,14786.0,0.889,7823,87,0.673,0.108 +709895508,Existing Customer,42,M,3,Graduate,Married,Less than $40K,Blue,36,2,2,1,6153.0,974,5179.0,0.703,7434,92,0.586,0.158 +711542358,Existing Customer,42,F,4,High School,Married,Less than $40K,Gold,36,2,3,2,15987.0,1187,14800.0,0.597,7471,88,0.467,0.074 +718773333,Existing Customer,51,F,4,Unknown,Single,Less than $40K,Blue,40,3,2,2,5139.0,1799,3340.0,0.94,7548,89,0.618,0.35 +816832383,Existing Customer,61,F,1,High School,Single,Less than $40K,Blue,56,3,2,2,3421.0,2266,1155.0,0.659,6932,75,0.744,0.662 +714042108,Existing Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,36,3,2,2,11000.0,1013,9987.0,0.697,7302,86,0.654,0.092 +714664683,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,37,3,3,3,2490.0,0,2490.0,0.835,8178,91,0.596,0.0 +713894358,Existing Customer,51,M,2,Post-Graduate,Unknown,$80K - $120K,Gold,46,2,3,2,34516.0,814,33702.0,0.735,7889,98,0.508,0.024 +715436883,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Blue,36,2,2,1,2490.0,1582,908.0,0.76,7719,86,0.623,0.635 +715260558,Existing Customer,44,F,4,High School,Single,$40K - $60K,Blue,36,3,2,2,2055.0,0,2055.0,0.975,7674,80,0.633,0.0 +713664258,Existing Customer,56,M,2,Unknown,Single,$40K - $60K,Blue,48,2,2,1,14344.0,2014,12330.0,0.726,7359,85,0.574,0.14 +713364783,Existing Customer,42,F,1,Post-Graduate,Single,Less than $40K,Blue,28,3,3,0,3453.0,1010,2443.0,0.801,8108,85,0.7,0.292 +718078008,Existing Customer,40,M,2,College,Divorced,$60K - $80K,Blue,36,3,2,1,20304.0,0,20304.0,0.809,7494,85,0.667,0.0 +798546408,Existing Customer,61,F,1,College,Single,Less than $40K,Blue,55,2,3,2,8283.0,1444,6839.0,0.698,7553,104,0.529,0.174 +779018508,Existing Customer,45,M,4,Uneducated,Single,$80K - $120K,Blue,35,2,2,2,11318.0,2082,9236.0,0.733,7179,93,0.632,0.184 +802668333,Attrited Customer,49,M,2,Graduate,Single,$80K - $120K,Blue,43,2,3,3,2384.0,1919,465.0,0.5,3512,50,0.471,0.805 +718320933,Existing Customer,47,M,3,Uneducated,Married,$60K - $80K,Blue,36,2,3,1,11919.0,2347,9572.0,0.842,8257,96,0.574,0.197 +789016983,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,32,2,5,1,2948.0,968,1980.0,0.946,7834,86,0.509,0.328 +713907633,Existing Customer,43,M,3,College,Unknown,$60K - $80K,Blue,36,2,1,2,5397.0,1265,4132.0,0.676,7791,84,0.615,0.234 +708474333,Existing Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,29,3,3,1,12294.0,2517,9777.0,0.775,7906,87,0.611,0.205 +778894233,Existing Customer,42,M,5,High School,Unknown,$80K - $120K,Blue,23,3,2,3,7253.0,0,7253.0,0.644,7595,83,0.804,0.0 +717244683,Existing Customer,43,F,3,College,Married,Unknown,Blue,36,3,3,3,21922.0,1467,20455.0,0.696,7409,89,0.679,0.067 +711410958,Existing Customer,40,M,3,High School,Married,$60K - $80K,Blue,28,2,2,3,13452.0,2517,10935.0,0.781,7582,69,0.917,0.187 +799711833,Existing Customer,50,F,3,College,Married,Unknown,Blue,44,2,1,3,24735.0,2296,22439.0,0.808,7910,95,0.557,0.093 +714047733,Existing Customer,53,F,3,Graduate,Single,$40K - $60K,Blue,45,2,2,1,4942.0,2119,2823.0,0.718,7460,85,0.604,0.429 +710061783,Attrited Customer,49,M,1,Graduate,Married,$40K - $60K,Blue,40,6,1,4,14973.0,0,14973.0,0.895,4517,59,0.439,0.0 +711082908,Existing Customer,44,M,4,Uneducated,Single,$80K - $120K,Blue,31,3,2,3,19719.0,1303,18416.0,0.91,8385,97,0.565,0.066 +721190358,Existing Customer,49,M,4,Unknown,Unknown,$80K - $120K,Blue,29,2,2,2,29690.0,2517,27173.0,0.769,7640,86,0.564,0.085 +712760208,Existing Customer,42,F,4,Graduate,Married,Unknown,Blue,31,3,2,1,6751.0,1192,5559.0,0.776,7921,93,0.55,0.177 +751563933,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,36,3,3,2,9484.0,2451,7033.0,0.637,7242,95,0.508,0.258 +815498733,Existing Customer,51,F,3,Unknown,Single,Less than $40K,Blue,46,3,2,2,4333.0,1848,2485.0,0.634,7643,85,0.771,0.426 +718433508,Existing Customer,40,F,3,Uneducated,Unknown,Less than $40K,Blue,30,2,5,2,2481.0,2119,362.0,0.801,8097,88,0.63,0.854 +720935658,Existing Customer,57,F,4,Post-Graduate,Single,Less than $40K,Blue,45,2,2,3,3059.0,1744,1315.0,0.614,7709,89,0.561,0.57 +714754533,Existing Customer,51,M,0,Doctorate,Single,$120K +,Platinum,44,3,2,3,34516.0,1925,32591.0,0.764,8012,87,0.582,0.056 +714713508,Existing Customer,49,M,2,Doctorate,Divorced,$80K - $120K,Blue,36,3,3,1,25178.0,1803,23375.0,0.767,7836,87,0.582,0.072 +715038033,Existing Customer,61,M,1,Graduate,Single,Less than $40K,Blue,54,3,3,1,7169.0,629,6540.0,0.807,8216,80,0.509,0.088 +809169858,Existing Customer,62,M,2,Graduate,Single,$60K - $80K,Blue,56,2,3,2,18224.0,1383,16841.0,0.705,7728,93,0.576,0.076 +718379358,Existing Customer,39,M,1,Unknown,Single,$80K - $120K,Silver,28,3,1,3,34516.0,2017,32499.0,0.93,8453,90,0.731,0.058 +779456508,Existing Customer,52,M,2,Graduate,Divorced,$60K - $80K,Blue,34,2,1,1,4813.0,0,4813.0,0.693,7477,91,0.655,0.0 +708907833,Existing Customer,38,F,1,High School,Single,Unknown,Blue,27,2,2,2,24965.0,2517,22448.0,0.851,7866,84,0.909,0.101 +708693558,Existing Customer,50,F,3,High School,Single,Less than $40K,Silver,38,3,2,2,12569.0,2167,10402.0,0.634,7344,95,0.696,0.172 +718665933,Existing Customer,43,M,3,Unknown,Divorced,$120K +,Blue,30,3,1,2,34516.0,2517,31999.0,0.77,7437,86,0.623,0.073 +816073983,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,48,2,2,2,8259.0,1182,7077.0,0.822,7957,88,0.544,0.143 +715851333,Existing Customer,42,M,4,High School,Married,$60K - $80K,Blue,27,2,3,2,13804.0,1903,11901.0,0.723,7376,97,0.54,0.138 +712884408,Existing Customer,43,F,1,High School,Single,Unknown,Blue,30,3,2,0,5700.0,1904,3796.0,0.649,7939,95,0.61,0.334 +715404783,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,35,3,3,0,6448.0,1464,4984.0,0.615,7546,88,0.63,0.227 +773356008,Existing Customer,57,M,2,Post-Graduate,Divorced,$60K - $80K,Blue,51,2,3,3,5479.0,1200,4279.0,0.798,7960,86,0.458,0.219 +789525408,Existing Customer,50,F,0,Uneducated,Married,Less than $40K,Blue,42,3,4,2,3749.0,1594,2155.0,0.738,7990,89,0.534,0.425 +721212258,Existing Customer,48,M,4,High School,Single,$120K +,Blue,40,2,3,3,30210.0,1946,28264.0,0.904,7403,88,0.544,0.064 +719625933,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,36,2,2,1,5807.0,1143,4664.0,0.785,8000,96,0.412,0.197 +714304458,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,2,2,1,3605.0,0,3605.0,0.594,6800,78,0.814,0.0 +819975183,Existing Customer,44,F,4,College,Single,$40K - $60K,Silver,39,2,1,3,17077.0,2179,14898.0,0.738,7391,75,0.705,0.128 +785515533,Existing Customer,43,F,2,College,Married,Less than $40K,Blue,37,3,3,1,5380.0,1337,4043.0,0.845,8947,93,0.576,0.249 +720712533,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Gold,36,2,1,3,34516.0,761,33755.0,0.716,7499,88,0.571,0.022 +709861008,Existing Customer,47,M,4,Post-Graduate,Married,$80K - $120K,Blue,30,3,3,1,27720.0,2414,25306.0,0.752,8520,89,0.589,0.087 +713911233,Existing Customer,47,F,3,Doctorate,Single,$40K - $60K,Silver,39,3,2,1,18341.0,1060,17281.0,0.718,7584,85,0.7,0.058 +712580958,Existing Customer,38,M,1,High School,Single,$120K +,Blue,30,2,1,1,27712.0,2130,25582.0,0.654,7399,91,0.717,0.077 +719473458,Existing Customer,46,M,3,High School,Single,$40K - $60K,Blue,42,3,2,1,8285.0,1359,6926.0,0.634,7205,84,0.826,0.164 +711764733,Existing Customer,41,F,4,Uneducated,Unknown,$40K - $60K,Silver,36,3,2,3,19704.0,0,19704.0,0.682,7766,81,0.62,0.0 +794124708,Existing Customer,47,M,2,Graduate,Unknown,$80K - $120K,Blue,41,2,2,2,21325.0,2197,19128.0,0.647,7053,69,0.865,0.103 +780707733,Existing Customer,41,M,1,Graduate,Married,$80K - $120K,Blue,30,3,3,2,34516.0,2109,32407.0,0.703,6832,87,0.706,0.061 +780620883,Existing Customer,49,F,2,Uneducated,Single,$40K - $60K,Blue,37,2,1,3,7045.0,1293,5752.0,0.628,7381,98,0.607,0.184 +720849708,Existing Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,37,3,3,1,14388.0,2517,11871.0,0.709,7042,85,0.635,0.175 +789312033,Attrited Customer,48,F,4,Post-Graduate,Single,Less than $40K,Blue,38,3,3,3,3874.0,460,3414.0,1.023,4921,51,0.645,0.119 +778742358,Existing Customer,44,M,4,Graduate,Married,$60K - $80K,Blue,24,2,2,2,4752.0,0,4752.0,0.679,7517,76,0.617,0.0 +719658858,Existing Customer,50,F,4,Doctorate,Married,Unknown,Silver,36,3,2,1,34516.0,2096,32420.0,0.666,7042,73,0.553,0.061 +713425383,Attrited Customer,59,F,1,High School,Single,Less than $40K,Blue,46,2,3,2,7484.0,1939,5545.0,0.994,4923,56,0.333,0.259 +770842833,Attrited Customer,49,F,3,High School,Married,Unknown,Silver,36,2,3,3,34516.0,1273,33243.0,0.977,4777,51,0.457,0.037 +712029783,Existing Customer,42,M,4,Uneducated,Single,$80K - $120K,Silver,36,2,2,1,34516.0,2253,32263.0,0.853,7836,93,0.603,0.065 +718893333,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,36,3,3,2,18336.0,2077,16259.0,0.718,7509,84,0.647,0.113 +711203658,Existing Customer,46,M,3,Graduate,Unknown,$40K - $60K,Blue,34,3,6,1,2259.0,1346,913.0,0.813,7745,88,0.517,0.596 +718567758,Existing Customer,41,M,1,College,Married,$40K - $60K,Blue,32,3,4,2,10682.0,1334,9348.0,0.702,7332,92,0.614,0.125 +771719283,Existing Customer,39,F,4,Doctorate,Married,Less than $40K,Blue,27,2,1,1,8587.0,1324,7263.0,0.897,8854,92,0.643,0.154 +717926358,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,30,3,1,0,5494.0,2142,3352.0,1.014,8328,78,0.733,0.39 +779751258,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,31,2,1,2,1946.0,1183,763.0,0.806,8423,82,0.708,0.608 +774491958,Existing Customer,53,M,3,High School,Single,$60K - $80K,Blue,47,2,1,3,6228.0,1738,4490.0,0.829,8284,77,0.604,0.279 +713428833,Existing Customer,42,M,3,Unknown,Married,$80K - $120K,Blue,32,2,1,3,7537.0,1239,6298.0,0.854,7613,90,0.579,0.164 +714166833,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Silver,34,3,3,2,13609.0,1432,12177.0,0.836,7796,77,0.791,0.105 +809464608,Attrited Customer,47,F,3,High School,Married,Unknown,Silver,31,3,3,2,34516.0,2517,31999.0,0.618,2691,42,0.5,0.073 +789681708,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Gold,33,3,1,3,34516.0,713,33803.0,0.772,7750,82,0.608,0.021 +713102733,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Gold,31,2,3,2,15987.0,1766,14221.0,0.791,8195,94,0.679,0.11 +715195383,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,2,2,2391.0,1625,766.0,0.662,7649,101,0.603,0.68 +812408058,Existing Customer,39,M,2,Unknown,Unknown,$120K +,Blue,34,2,2,2,34516.0,1082,33434.0,0.629,7845,92,0.533,0.031 +787226508,Existing Customer,47,M,2,College,Single,$60K - $80K,Blue,41,2,3,3,20811.0,1302,19509.0,0.793,7192,82,0.708,0.063 +713537733,Existing Customer,46,M,4,Doctorate,Unknown,$60K - $80K,Gold,36,2,2,3,34516.0,1426,33090.0,0.823,7582,95,0.696,0.041 +715170183,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,36,2,1,3,3735.0,2113,1622.0,0.684,7059,82,0.577,0.566 +717109983,Existing Customer,50,F,2,High School,Married,$40K - $60K,Blue,39,3,2,2,2275.0,2138,137.0,0.742,7768,83,0.729,0.94 +713208033,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,36,2,3,0,7350.0,1360,5990.0,0.744,7679,64,0.684,0.185 +712788258,Existing Customer,48,M,3,College,Married,$40K - $60K,Blue,34,2,2,1,1913.0,1405,508.0,0.699,7265,80,0.905,0.734 +758382183,Existing Customer,50,F,3,Graduate,Unknown,Less than $40K,Blue,43,2,3,3,4249.0,789,3460.0,0.925,8186,93,0.722,0.186 +715469583,Existing Customer,40,F,2,Graduate,Unknown,$40K - $60K,Blue,36,3,1,2,2136.0,1250,886.0,0.74,7782,88,0.66,0.585 +709235058,Existing Customer,46,M,4,College,Married,$40K - $60K,Silver,36,3,2,2,18956.0,1694,17262.0,0.702,8032,88,0.66,0.089 +714786483,Existing Customer,45,M,4,College,Single,$60K - $80K,Blue,35,2,2,3,13445.0,1186,12259.0,0.56,7377,82,0.608,0.088 +713299758,Existing Customer,53,M,1,High School,Single,Less than $40K,Blue,36,3,3,3,8979.0,1289,7690.0,0.651,7422,87,0.673,0.144 +771912408,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,38,3,3,1,6674.0,1402,5272.0,0.695,7468,92,0.614,0.21 +721445658,Existing Customer,52,F,2,Post-Graduate,Single,Less than $40K,Blue,34,3,3,3,6265.0,1677,4588.0,0.769,8162,89,0.589,0.268 +719787633,Existing Customer,47,M,0,Graduate,Married,$80K - $120K,Silver,36,3,2,1,34516.0,1913,32603.0,0.84,7535,92,0.673,0.055 +713697933,Existing Customer,47,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,2,2,34516.0,1264,33252.0,0.774,7827,77,0.54,0.037 +712208658,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,33,1,2,1,13165.0,1255,11910.0,0.81,8126,95,0.667,0.095 +708219108,Existing Customer,49,M,3,College,Divorced,$80K - $120K,Blue,38,2,3,3,9959.0,1143,8816.0,0.661,7300,77,0.638,0.115 +709065483,Existing Customer,40,F,3,College,Divorced,$40K - $60K,Blue,28,2,2,3,9243.0,2019,7224.0,0.707,7841,82,0.608,0.218 +715237683,Existing Customer,53,F,4,Graduate,Single,Less than $40K,Blue,44,1,1,3,4737.0,1649,3088.0,0.748,7802,88,0.492,0.348 +712925808,Attrited Customer,51,F,1,Unknown,Married,$40K - $60K,Blue,36,2,3,2,2710.0,0,2710.0,0.999,4724,60,0.395,0.0 +788931558,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,32,1,2,2,2000.0,1739,261.0,0.821,7694,85,0.7,0.87 +717521508,Existing Customer,41,M,3,High School,Single,$80K - $120K,Gold,28,2,2,0,34516.0,2098,32418.0,0.746,6932,87,0.526,0.061 +713688933,Existing Customer,42,F,0,Unknown,Married,Less than $40K,Blue,28,1,1,1,8798.0,1509,7289.0,0.845,8020,74,0.721,0.172 +712405908,Existing Customer,50,M,2,High School,Unknown,$120K +,Blue,40,1,2,3,24670.0,1623,23047.0,0.791,7772,76,0.652,0.066 +789298833,Existing Customer,51,M,2,Uneducated,Divorced,$80K - $120K,Blue,40,1,2,3,23453.0,0,23453.0,0.727,7555,96,0.574,0.0 +715729683,Existing Customer,44,M,3,High School,Single,$120K +,Silver,36,1,2,2,34516.0,1106,33410.0,0.776,7936,76,0.767,0.032 +717682233,Existing Customer,49,M,4,Uneducated,Married,$60K - $80K,Blue,36,1,2,2,6139.0,1585,4554.0,0.713,7906,80,0.633,0.258 +712266633,Existing Customer,51,F,2,Unknown,Married,$40K - $60K,Blue,36,2,2,1,14800.0,1020,13780.0,0.896,8796,94,0.593,0.069 +719272458,Existing Customer,53,F,5,Graduate,Single,$40K - $60K,Blue,41,2,1,3,9815.0,1699,8116.0,0.62,7962,89,0.561,0.173 +780769308,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,29,1,3,2,3919.0,2278,1641.0,0.672,7685,85,0.518,0.581 +721468533,Existing Customer,59,M,1,Graduate,Single,Unknown,Blue,36,1,5,2,12265.0,1412,10853.0,0.643,7470,82,0.783,0.115 +816615633,Existing Customer,47,F,2,Doctorate,Married,$40K - $60K,Blue,42,2,3,1,3256.0,2035,1221.0,0.655,7075,89,0.648,0.625 +720167508,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,35,1,2,1,19000.0,2389,16611.0,0.81,7664,74,0.721,0.126 +711152658,Existing Customer,44,M,4,Graduate,Single,$120K +,Silver,36,2,2,1,34516.0,1635,32881.0,0.768,7219,86,0.564,0.047 +771772083,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,2,1,1,13197.0,0,13197.0,0.681,8424,84,0.787,0.0 +708419733,Attrited Customer,47,M,3,College,Single,$60K - $80K,Blue,39,5,3,2,22599.0,0,22599.0,1.039,4739,55,0.486,0.0 +709372608,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Blue,31,1,1,2,23457.0,2517,20940.0,0.676,7370,96,0.627,0.107 +788907033,Existing Customer,40,M,2,High School,Unknown,$80K - $120K,Blue,26,1,3,1,5238.0,2077,3161.0,0.656,7321,73,0.659,0.397 +711136008,Existing Customer,41,M,4,Graduate,Single,$80K - $120K,Blue,33,1,1,3,31560.0,1298,30262.0,0.681,7641,93,0.632,0.041 +716691783,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,2,2,3,6218.0,2517,3701.0,0.716,7689,84,0.68,0.405 +812618883,Existing Customer,47,M,2,High School,Divorced,Unknown,Silver,42,1,2,2,34516.0,2019,32497.0,0.706,7774,95,0.583,0.058 +715908558,Existing Customer,44,M,0,Graduate,Unknown,$60K - $80K,Silver,36,1,1,1,29572.0,1584,27988.0,0.738,7566,88,0.6,0.054 +718024908,Existing Customer,52,F,2,Graduate,Unknown,Less than $40K,Blue,40,2,1,3,2743.0,1705,1038.0,0.605,6993,97,0.54,0.622 +709558608,Existing Customer,39,M,3,Uneducated,Single,$80K - $120K,Blue,31,2,2,3,2844.0,2065,779.0,0.638,7345,73,0.738,0.726 +824177733,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,49,1,2,3,9678.0,1710,7968.0,0.745,7682,90,0.579,0.177 +719784708,Existing Customer,49,M,0,Unknown,Married,$80K - $120K,Blue,36,1,2,1,26882.0,1673,25209.0,0.691,7409,89,0.534,0.062 +717535083,Existing Customer,52,F,2,Post-Graduate,Married,Less than $40K,Blue,40,2,2,1,5207.0,1121,4086.0,0.578,7153,84,0.647,0.215 +712453308,Existing Customer,46,M,4,High School,Divorced,$40K - $60K,Silver,36,2,2,3,15034.0,1356,13678.0,0.754,7737,84,0.75,0.09 +721008933,Existing Customer,44,F,2,Graduate,Divorced,$40K - $60K,Blue,36,1,1,2,3107.0,1995,1112.0,0.668,7535,87,0.673,0.642 +720859533,Existing Customer,52,F,2,High School,Single,$40K - $60K,Blue,39,2,1,1,12214.0,2379,9835.0,0.769,8426,105,0.544,0.195 +789556533,Existing Customer,52,M,4,Graduate,Married,$80K - $120K,Blue,45,2,2,3,23070.0,1701,21369.0,0.846,8070,81,0.688,0.074 +717656433,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,40,1,2,2,2167.0,988,1179.0,0.619,7199,83,0.729,0.456 +792524358,Existing Customer,55,M,3,High School,Single,$80K - $120K,Gold,49,2,1,3,34516.0,810,33706.0,0.787,7917,95,0.667,0.023 +758211483,Existing Customer,45,M,5,Unknown,Married,$60K - $80K,Blue,38,1,2,3,6895.0,2314,4581.0,0.84,8778,85,0.604,0.336 +801380808,Attrited Customer,44,M,2,Doctorate,Married,$80K - $120K,Blue,38,1,2,1,25894.0,2517,23377.0,1.046,4847,49,0.815,0.097 +716329383,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,36,4,2,3,3138.0,986,2152.0,1.002,4724,56,0.806,0.314 +716871633,Existing Customer,49,M,1,Uneducated,Single,$120K +,Blue,38,2,2,3,12055.0,1858,10197.0,0.645,7222,93,0.5,0.154 +718491708,Existing Customer,53,F,2,College,Single,Unknown,Blue,38,2,3,3,16592.0,1435,15157.0,0.76,7642,89,0.648,0.086 +787502883,Existing Customer,60,F,1,Doctorate,Single,Unknown,Silver,48,1,2,1,34516.0,1542,32974.0,0.603,7443,98,0.556,0.045 +715183308,Existing Customer,47,M,3,Post-Graduate,Unknown,Unknown,Silver,38,2,1,2,33184.0,855,32329.0,0.728,7190,93,0.525,0.026 +713872833,Existing Customer,54,F,2,Graduate,Single,$40K - $60K,Blue,41,2,1,3,10753.0,1845,8908.0,0.689,7302,80,0.702,0.172 +708535158,Existing Customer,39,M,2,Post-Graduate,Unknown,$80K - $120K,Blue,29,1,1,3,9959.0,1501,8458.0,0.822,8505,86,0.536,0.151 +711658758,Existing Customer,46,F,3,Uneducated,Married,Less than $40K,Blue,35,6,5,1,2069.0,1101,968.0,0.741,7307,82,0.745,0.532 +717248583,Existing Customer,43,F,3,College,Married,Less than $40K,Silver,34,4,2,2,11362.0,1871,9491.0,0.859,7849,88,0.63,0.165 +713087958,Existing Customer,53,M,4,High School,Divorced,$120K +,Blue,36,3,3,2,34516.0,1337,33179.0,0.704,7919,85,0.635,0.039 +721495458,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,32,2,1,1,20001.0,0,20001.0,0.742,8094,96,0.6,0.0 +786097158,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,42,2,3,2,8786.0,1559,7227.0,0.909,8575,92,0.736,0.177 +712219083,Existing Customer,41,M,3,Uneducated,Single,$80K - $120K,Blue,28,1,3,3,7142.0,1917,5225.0,0.727,7892,83,0.729,0.268 +715327683,Attrited Customer,45,F,4,Post-Graduate,Single,Less than $40K,Blue,36,1,3,3,4477.0,2517,1960.0,1.022,4996,55,0.486,0.562 +715624533,Existing Customer,41,F,3,Unknown,Unknown,$40K - $60K,Blue,30,1,2,3,5357.0,1272,4085.0,0.708,7730,97,0.54,0.237 +715599633,Existing Customer,51,M,1,College,Married,$80K - $120K,Silver,38,2,3,2,34516.0,0,34516.0,0.678,7686,89,0.618,0.0 +718958583,Attrited Customer,44,M,4,Post-Graduate,Single,$80K - $120K,Blue,36,5,3,2,2367.0,1606,761.0,0.956,4506,59,0.639,0.678 +717397983,Existing Customer,39,M,2,Uneducated,Single,$60K - $80K,Blue,29,2,2,3,23402.0,958,22444.0,0.646,7570,98,0.633,0.041 +715037133,Existing Customer,40,M,3,Doctorate,Unknown,Less than $40K,Blue,36,1,1,3,4587.0,1771,2816.0,0.647,7479,83,0.694,0.386 +818767458,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,36,2,3,2,6565.0,1130,5435.0,0.823,7729,97,0.644,0.172 +778863258,Attrited Customer,46,F,4,Unknown,Married,Unknown,Blue,27,1,2,3,6030.0,0,6030.0,1.031,4983,62,0.442,0.0 +712075083,Attrited Customer,50,M,4,High School,Single,$120K +,Blue,41,4,3,3,6982.0,0,6982.0,1.018,4830,50,0.724,0.0 +711963183,Existing Customer,50,M,3,Uneducated,Married,Less than $40K,Blue,36,2,3,3,5128.0,0,5128.0,0.704,7588,98,0.581,0.0 +720903258,Attrited Customer,48,M,3,Unknown,Unknown,$60K - $80K,Blue,28,2,2,1,9405.0,0,9405.0,1.033,4801,47,0.382,0.0 +772404633,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Silver,39,1,1,2,34516.0,1118,33398.0,0.671,7734,74,0.609,0.032 +713302758,Existing Customer,49,M,2,Graduate,Married,$120K +,Blue,40,2,4,1,14646.0,1448,13198.0,0.895,8160,92,0.586,0.099 +717859233,Existing Customer,41,M,5,Graduate,Married,$80K - $120K,Blue,37,1,3,2,12578.0,2517,10061.0,0.875,8362,82,0.64,0.2 +718292283,Existing Customer,52,F,1,High School,Single,$40K - $60K,Blue,42,1,3,1,3416.0,1970,1446.0,0.804,8254,75,0.596,0.577 +713197308,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Silver,33,1,2,1,6224.0,0,6224.0,0.63,7612,82,0.783,0.0 +789175683,Existing Customer,49,F,2,College,Married,Less than $40K,Silver,38,2,3,2,10741.0,2517,8224.0,1.087,8352,71,0.821,0.234 +811700058,Attrited Customer,41,M,2,Graduate,Single,$60K - $80K,Gold,36,2,3,3,34516.0,687,33829.0,1.015,4822,57,0.295,0.02 +818476383,Existing Customer,50,M,1,Unknown,Unknown,$120K +,Silver,45,2,2,0,34516.0,1514,33002.0,0.736,7333,72,1.0,0.044 +720164358,Attrited Customer,53,F,4,Graduate,Single,$40K - $60K,Blue,43,1,3,2,6058.0,0,6058.0,0.997,4754,60,0.463,0.0 +710357208,Existing Customer,49,M,4,Uneducated,Married,$80K - $120K,Blue,39,2,3,2,8561.0,915,7646.0,0.637,7341,79,0.491,0.107 +711325308,Attrited Customer,46,M,3,Unknown,Single,$80K - $120K,Blue,34,4,3,3,9959.0,0,9959.0,1.049,4859,64,0.524,0.0 +721486908,Existing Customer,51,F,5,High School,Single,Less than $40K,Blue,36,1,1,1,7645.0,2076,5569.0,0.759,7710,75,0.875,0.272 +711210633,Existing Customer,51,M,3,Uneducated,Single,$60K - $80K,Blue,42,2,4,1,1922.0,1124,798.0,0.766,8049,76,0.434,0.585 +712570458,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,33,2,1,3,5625.0,1640,3985.0,0.893,7890,75,0.875,0.292 +712058133,Existing Customer,54,F,2,College,Single,Less than $40K,Blue,36,1,3,3,2274.0,708,1566.0,0.677,7735,74,0.682,0.311 +708153558,Existing Customer,46,M,5,Doctorate,Divorced,$120K +,Blue,31,1,2,2,34516.0,1802,32714.0,0.871,7936,101,0.485,0.052 +709893858,Attrited Customer,43,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,2,2,9422.0,2108,7314.0,0.891,4633,58,0.611,0.224 +709225758,Existing Customer,48,F,3,Post-Graduate,Married,Unknown,Blue,37,2,1,3,7469.0,2474,4995.0,0.674,8213,86,0.623,0.331 +709984083,Existing Customer,43,F,3,Unknown,Single,Less than $40K,Blue,36,2,2,2,3849.0,1281,2568.0,0.777,7930,90,0.607,0.333 +711854808,Attrited Customer,41,M,3,High School,Married,$120K +,Blue,32,2,2,1,34516.0,0,34516.0,0.965,4734,57,0.541,0.0 +822125283,Existing Customer,49,M,3,Uneducated,Married,$80K - $120K,Blue,45,2,1,1,4778.0,1351,3427.0,0.785,7590,74,0.682,0.283 +717340608,Existing Customer,51,F,3,High School,Single,Unknown,Gold,39,1,1,2,34516.0,1873,32643.0,0.629,7703,104,0.677,0.054 +711084183,Existing Customer,47,F,5,Uneducated,Unknown,$40K - $60K,Blue,42,2,2,3,5168.0,2265,2903.0,0.715,8211,80,0.818,0.438 +720891633,Attrited Customer,53,F,2,High School,Single,Less than $40K,Blue,46,6,1,2,3199.0,0,3199.0,1.047,4805,59,0.639,0.0 +719607183,Existing Customer,55,F,2,Graduate,Single,Unknown,Blue,42,2,3,2,21046.0,1631,19415.0,0.731,7653,95,0.638,0.077 +715839708,Existing Customer,51,M,1,Graduate,Married,$120K +,Blue,39,2,3,2,34516.0,2452,32064.0,0.707,7111,82,0.608,0.071 +717008358,Existing Customer,40,F,1,Unknown,Married,Less than $40K,Blue,36,1,2,2,6540.0,0,6540.0,0.723,7919,88,0.6,0.0 +769152783,Attrited Customer,60,F,2,High School,Single,Less than $40K,Blue,54,1,6,2,8141.0,1811,6330.0,1.043,5043,53,0.432,0.222 +788240358,Existing Customer,40,F,5,Graduate,Married,Unknown,Silver,24,2,1,2,33441.0,686,32755.0,0.761,8452,83,0.509,0.021 +716098683,Existing Customer,46,F,5,Graduate,Unknown,Unknown,Blue,36,2,3,1,5496.0,1816,3680.0,0.678,7985,93,0.603,0.33 +802675983,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,2,3,1,3794.0,1544,2250.0,0.72,7872,80,0.538,0.407 +712716108,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,1,1,1,5785.0,2130,3655.0,0.813,7950,86,0.593,0.368 +709238358,Existing Customer,51,F,0,Uneducated,Married,Unknown,Blue,39,1,3,2,19387.0,810,18577.0,0.746,7604,87,0.642,0.042 +708682908,Existing Customer,43,F,4,Unknown,Single,Unknown,Blue,28,2,2,1,2838.0,1934,904.0,0.873,8644,87,0.554,0.681 +812794983,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,31,2,2,2,4086.0,1974,2112.0,0.775,7932,87,0.642,0.483 +708968733,Existing Customer,47,M,3,Uneducated,Married,$80K - $120K,Blue,38,1,3,2,31987.0,0,31987.0,0.814,7926,83,0.537,0.0 +779315508,Attrited Customer,43,M,4,Post-Graduate,Single,$40K - $60K,Blue,25,1,2,2,9043.0,1974,7069.0,1.027,4638,48,0.655,0.218 +740065833,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Silver,40,1,2,2,11128.0,2517,8611.0,0.8,8526,93,0.661,0.226 +721063533,Existing Customer,51,M,2,Graduate,Single,$40K - $60K,Blue,41,1,3,3,3062.0,2058,1004.0,0.622,7289,75,0.705,0.672 +718189908,Existing Customer,44,F,4,Unknown,Unknown,$40K - $60K,Gold,31,2,2,3,23981.0,2135,21846.0,0.749,7885,86,0.564,0.089 +780064983,Existing Customer,44,M,1,Graduate,Married,$80K - $120K,Gold,29,2,1,3,34516.0,942,33574.0,0.75,7665,86,0.593,0.027 +770920908,Existing Customer,39,F,0,Unknown,Single,$40K - $60K,Silver,26,1,1,1,22054.0,1146,20908.0,0.842,8055,82,0.673,0.052 +718046433,Existing Customer,53,F,2,Graduate,Unknown,Less than $40K,Blue,35,1,2,3,2199.0,693,1506.0,0.654,7342,86,0.483,0.315 +711842508,Existing Customer,45,M,3,Uneducated,Unknown,$80K - $120K,Blue,33,2,3,3,9303.0,1580,7723.0,0.877,7825,87,0.45,0.17 +772869033,Existing Customer,47,M,3,Unknown,Single,$120K +,Gold,38,2,4,3,34516.0,1342,33174.0,0.69,7283,89,0.648,0.039 +715298808,Existing Customer,40,M,2,High School,Divorced,$40K - $60K,Blue,32,1,3,2,7566.0,1618,5948.0,0.72,7570,88,0.544,0.214 +708877458,Existing Customer,50,F,3,Uneducated,Married,Unknown,Blue,34,2,3,3,11343.0,0,11343.0,0.709,8027,94,0.679,0.0 +787496733,Existing Customer,47,F,2,Uneducated,Married,Unknown,Blue,35,2,1,1,15155.0,1287,13868.0,0.868,7724,79,0.58,0.085 +789469083,Existing Customer,55,M,2,Unknown,Single,$80K - $120K,Blue,46,2,1,1,10795.0,0,10795.0,0.855,7855,81,0.528,0.0 +709497108,Existing Customer,44,F,2,High School,Married,Less than $40K,Blue,36,2,1,0,6633.0,1322,5311.0,0.698,8396,106,0.738,0.199 +784819758,Existing Customer,54,F,1,Graduate,Single,Unknown,Blue,48,1,1,2,8572.0,2128,6444.0,0.821,7850,94,0.516,0.248 +720412308,Existing Customer,40,M,4,Unknown,Married,$80K - $120K,Blue,36,2,1,1,34516.0,2330,32186.0,0.693,7635,75,0.667,0.068 +719178183,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Silver,42,2,3,3,34516.0,2517,31999.0,0.759,8186,85,0.635,0.073 +789560433,Attrited Customer,49,M,3,Post-Graduate,Single,$60K - $80K,Blue,42,2,4,2,14895.0,0,14895.0,1.043,5147,53,0.559,0.0 +712931733,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,36,1,1,3,2636.0,1257,1379.0,0.661,7136,82,0.608,0.477 +714417183,Existing Customer,39,F,1,Uneducated,Unknown,Less than $40K,Blue,31,1,3,1,9511.0,2220,7291.0,0.712,7041,95,0.532,0.233 +771097683,Attrited Customer,43,M,2,High School,Single,$120K +,Blue,30,1,2,2,10896.0,2517,8379.0,1.028,4935,58,0.487,0.231 +713824983,Existing Customer,43,F,0,High School,Married,Less than $40K,Blue,35,1,1,0,8401.0,1085,7316.0,0.696,7697,98,0.508,0.129 +715360458,Existing Customer,45,F,3,Graduate,Divorced,Unknown,Blue,36,2,3,2,12406.0,1980,10426.0,0.791,8113,90,0.5,0.16 +711736083,Attrited Customer,47,F,4,College,Divorced,Unknown,Blue,36,4,3,3,6769.0,274,6495.0,0.998,4885,54,0.35,0.04 +714821433,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,2,1,1,2737.0,0,2737.0,0.71,7587,80,0.569,0.0 +779263533,Existing Customer,34,F,2,Graduate,Unknown,Unknown,Silver,16,2,2,1,32292.0,1731,30561.0,0.751,7564,76,0.81,0.054 +773988708,Existing Customer,52,M,2,Uneducated,Married,$120K +,Silver,43,1,2,2,34516.0,1588,32928.0,0.745,7512,81,0.688,0.046 +719623083,Existing Customer,33,F,1,Doctorate,Unknown,Less than $40K,Gold,24,2,3,2,15987.0,1992,13995.0,0.739,8302,81,0.841,0.125 +718304583,Attrited Customer,43,M,2,Unknown,Married,$60K - $80K,Gold,33,1,3,2,34516.0,1085,33431.0,1.047,4805,54,0.588,0.031 +720198183,Existing Customer,42,M,5,College,Married,$40K - $60K,Blue,27,1,3,1,2437.0,1718,719.0,0.608,8028,77,0.54,0.705 +780545133,Existing Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,36,2,3,1,4557.0,985,3572.0,0.592,7333,91,0.596,0.216 +711128433,Existing Customer,55,M,3,Uneducated,Single,$40K - $60K,Blue,36,1,3,3,10949.0,829,10120.0,0.749,7685,91,0.596,0.076 +789960783,Existing Customer,39,F,1,Graduate,Unknown,Less than $40K,Silver,30,1,2,3,10398.0,1630,8768.0,0.755,7702,81,0.688,0.157 +709556208,Existing Customer,40,F,3,College,Single,$40K - $60K,Silver,28,2,1,2,22361.0,1873,20488.0,0.701,7586,94,0.567,0.084 +712053033,Existing Customer,46,M,2,Unknown,Single,$80K - $120K,Blue,34,1,3,2,3841.0,1411,2430.0,0.785,8444,81,0.688,0.367 +794482158,Existing Customer,46,M,3,College,Single,$80K - $120K,Silver,32,2,1,3,34516.0,1954,32562.0,0.755,7594,69,0.725,0.057 +780450708,Attrited Customer,58,M,1,College,Single,$120K +,Silver,45,1,3,2,34516.0,0,34516.0,0.964,4864,48,0.548,0.0 +710016708,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Silver,26,1,3,1,10877.0,1802,9075.0,0.706,7974,90,0.731,0.166 +709434408,Existing Customer,42,M,3,Unknown,Married,$40K - $60K,Blue,26,2,1,2,5848.0,1481,4367.0,0.711,8417,95,0.462,0.253 +778716783,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,32,1,2,1,11552.0,1970,9582.0,0.705,7180,96,0.548,0.171 +712447758,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Blue,39,2,2,3,11901.0,2517,9384.0,0.781,7998,82,0.608,0.211 +779435883,Existing Customer,37,M,3,High School,Unknown,$80K - $120K,Blue,19,1,2,2,2273.0,0,2273.0,0.828,7899,79,0.646,0.0 +719918358,Existing Customer,57,F,3,Graduate,Unknown,Less than $40K,Blue,36,2,2,1,3082.0,2507,575.0,0.687,7787,89,0.508,0.813 +720474408,Existing Customer,52,M,2,Graduate,Single,$40K - $60K,Blue,41,1,2,2,9298.0,1898,7400.0,0.655,8427,87,0.776,0.204 +719401158,Existing Customer,62,F,0,Post-Graduate,Single,$40K - $60K,Blue,53,1,2,3,4136.0,0,4136.0,0.64,7739,97,0.59,0.0 +778430733,Existing Customer,45,M,5,High School,Unknown,$60K - $80K,Blue,25,1,5,1,12399.0,1461,10938.0,0.645,7855,82,0.414,0.118 +717583908,Existing Customer,57,M,1,High School,Single,$80K - $120K,Blue,45,1,6,1,15030.0,1395,13635.0,0.625,7603,81,0.588,0.093 +823519458,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,1,1,3,6441.0,2151,4290.0,0.64,7123,94,0.492,0.334 +712381683,Existing Customer,42,F,4,Unknown,Married,Unknown,Blue,36,1,4,2,7469.0,837,6632.0,0.828,8281,80,0.739,0.112 +716045508,Existing Customer,40,F,2,Unknown,Single,Less than $40K,Blue,36,2,2,3,3569.0,1054,2515.0,0.775,7963,85,0.574,0.295 +820936533,Existing Customer,47,M,3,Graduate,Unknown,Less than $40K,Blue,43,1,3,3,2781.0,1950,831.0,0.98,9331,93,0.5,0.701 +721227258,Existing Customer,51,M,1,Post-Graduate,Married,$120K +,Silver,31,2,5,2,34516.0,1991,32525.0,0.718,7520,79,0.681,0.058 +771304383,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,33,1,2,3,4174.0,2507,1667.0,0.832,7905,86,0.755,0.601 +717600483,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,43,2,2,1,23223.0,628,22595.0,0.837,7358,87,0.642,0.027 +778865583,Existing Customer,46,M,3,Graduate,Married,Less than $40K,Blue,27,1,2,2,6954.0,1502,5452.0,0.624,7510,89,0.648,0.216 +709871658,Existing Customer,47,F,1,Unknown,Single,Less than $40K,Blue,36,2,3,3,7136.0,2345,4791.0,0.699,7729,86,0.654,0.329 +818280108,Existing Customer,43,F,4,High School,Single,Less than $40K,Blue,38,1,1,1,1820.0,0,1820.0,0.708,7714,91,0.596,0.0 +716350008,Existing Customer,52,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,2937.0,1633,1304.0,0.857,8235,102,0.522,0.556 +778172583,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,1,3,2,6636.0,2399,4237.0,0.681,7023,86,0.654,0.362 +719121708,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Silver,31,2,3,3,31497.0,2192,29305.0,0.868,7685,92,0.533,0.07 +714342033,Attrited Customer,52,M,1,High School,Married,$120K +,Blue,34,2,3,1,34516.0,0,34516.0,1.038,4863,56,0.474,0.0 +788811558,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,35,1,3,3,1959.0,1022,937.0,0.78,7847,65,0.857,0.522 +788943333,Attrited Customer,51,M,3,Post-Graduate,Married,$80K - $120K,Silver,37,6,2,2,34516.0,989,33527.0,1.021,4810,55,0.341,0.029 +719258433,Existing Customer,49,M,5,Graduate,Single,$60K - $80K,Blue,42,2,1,3,7801.0,2018,5783.0,0.684,7561,91,0.685,0.259 +717895833,Existing Customer,55,M,3,College,Single,$120K +,Blue,44,2,2,3,6455.0,1837,4618.0,0.717,8001,99,0.707,0.285 +711550983,Existing Customer,46,M,1,Graduate,Divorced,$40K - $60K,Blue,37,1,2,2,11343.0,1175,10168.0,0.699,8313,107,0.672,0.104 +714077583,Attrited Customer,43,M,3,Post-Graduate,Married,$40K - $60K,Platinum,31,2,3,4,23981.0,593,23388.0,0.987,4758,65,0.512,0.025 +720939933,Attrited Customer,46,F,4,Unknown,Single,Less than $40K,Blue,33,5,3,5,2879.0,0,2879.0,1.031,4684,56,0.556,0.0 +716725008,Existing Customer,49,M,4,High School,Married,$80K - $120K,Blue,40,2,3,2,7667.0,2191,5476.0,0.682,7886,94,0.679,0.286 +788824083,Existing Customer,41,M,2,Uneducated,Single,$120K +,Blue,24,2,2,1,34516.0,1022,33494.0,0.743,8202,88,0.913,0.03 +716335983,Existing Customer,37,M,2,High School,Single,$80K - $120K,Blue,36,1,2,3,6713.0,1590,5123.0,0.847,7946,85,0.667,0.237 +719157933,Existing Customer,51,M,2,Uneducated,Married,$120K +,Blue,40,1,3,1,10984.0,1429,9555.0,0.751,7850,85,0.635,0.13 +716704158,Existing Customer,50,M,1,Doctorate,Married,$120K +,Blue,39,2,3,2,34516.0,2517,31999.0,0.778,8087,86,0.509,0.073 +716258358,Existing Customer,57,M,2,Uneducated,Single,$60K - $80K,Blue,36,1,1,3,23058.0,1534,21524.0,0.701,7009,82,0.708,0.067 +827904183,Existing Customer,40,M,4,Uneducated,Married,$120K +,Blue,36,2,2,2,17606.0,1377,16229.0,0.861,8104,83,0.627,0.078 +820394733,Existing Customer,52,M,0,College,Married,$120K +,Gold,47,2,1,1,34516.0,1464,33052.0,0.689,7690,87,0.673,0.042 +716574033,Existing Customer,45,F,3,High School,Divorced,$40K - $60K,Silver,36,2,2,2,18000.0,1829,16171.0,0.675,7149,86,0.623,0.102 +736786908,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,41,2,2,2,5550.0,2517,3033.0,0.767,6984,85,0.545,0.454 +774099708,Existing Customer,39,F,3,High School,Single,Less than $40K,Blue,33,2,1,2,1621.0,0,1621.0,0.779,7400,86,0.686,0.0 +714282333,Existing Customer,49,F,4,College,Married,Less than $40K,Blue,36,1,1,2,3244.0,0,3244.0,0.765,7495,97,0.54,0.0 +717471933,Existing Customer,45,M,2,Unknown,Married,$40K - $60K,Blue,27,2,2,3,5800.0,1434,4366.0,0.715,8202,89,0.679,0.247 +818316108,Existing Customer,43,F,1,Graduate,Married,Less than $40K,Blue,38,2,2,1,2550.0,1421,1129.0,0.819,8063,72,0.714,0.557 +709838508,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Silver,31,2,1,3,34516.0,1509,33007.0,0.728,7167,91,0.625,0.044 +716212383,Attrited Customer,38,M,1,High School,Single,$120K +,Blue,30,5,3,3,10874.0,2415,8459.0,0.933,4619,59,0.372,0.222 +757667133,Attrited Customer,54,M,2,College,Single,$80K - $120K,Blue,47,2,2,2,13769.0,0,13769.0,1.058,4738,53,0.395,0.0 +794571108,Attrited Customer,39,M,2,Graduate,Divorced,$40K - $60K,Silver,23,5,2,3,17894.0,304,17590.0,0.965,4691,63,0.465,0.017 +711370458,Existing Customer,49,F,5,Graduate,Married,Less than $40K,Gold,38,1,2,2,15016.0,2016,13000.0,0.709,7685,84,0.527,0.134 +788528958,Existing Customer,45,M,4,Graduate,Single,$120K +,Blue,38,1,1,3,9036.0,0,9036.0,0.753,8356,79,0.681,0.0 +716745408,Existing Customer,54,M,1,High School,Single,$80K - $120K,Blue,36,1,2,3,12813.0,1998,10815.0,0.837,7803,81,0.688,0.156 +771752508,Existing Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,29,1,1,1,4660.0,1844,2816.0,1.018,8571,84,0.647,0.396 +788916933,Existing Customer,49,M,5,College,Married,$60K - $80K,Gold,35,1,2,2,34516.0,1064,33452.0,0.796,8095,81,0.62,0.031 +714938733,Attrited Customer,48,M,1,Post-Graduate,Single,$80K - $120K,Blue,38,4,2,2,13174.0,0,13174.0,0.955,4890,49,0.485,0.0 +761818758,Existing Customer,43,M,1,Graduate,Single,Unknown,Blue,36,1,1,2,11210.0,1079,10131.0,0.651,7206,86,0.536,0.096 +714422058,Existing Customer,42,M,3,Graduate,Single,$120K +,Blue,36,1,2,3,31639.0,2446,29193.0,0.632,7119,86,0.564,0.077 +712191783,Existing Customer,49,M,4,High School,Married,$120K +,Gold,36,1,1,1,34516.0,1634,32882.0,0.768,7788,94,0.469,0.047 +716319258,Existing Customer,43,M,4,Uneducated,Single,$120K +,Blue,36,1,1,3,34516.0,1742,32774.0,0.661,7360,82,0.745,0.05 +719813058,Existing Customer,44,F,5,Unknown,Married,Less than $40K,Blue,34,2,1,3,2490.0,1235,1255.0,0.823,8065,88,0.76,0.496 +712351908,Existing Customer,45,M,3,High School,Unknown,$80K - $120K,Blue,34,1,2,3,26438.0,1655,24783.0,0.92,8029,81,0.723,0.063 +716742483,Existing Customer,38,F,1,Graduate,Single,Less than $40K,Blue,29,2,3,3,7504.0,1134,6370.0,0.67,7525,100,0.449,0.151 +708160008,Existing Customer,44,M,1,Uneducated,Married,$120K +,Blue,33,2,2,3,34516.0,1058,33458.0,0.734,7412,84,0.585,0.031 +709269708,Existing Customer,45,M,4,Graduate,Single,$120K +,Platinum,34,2,2,1,34516.0,1488,33028.0,0.732,7281,95,0.532,0.043 +779098308,Existing Customer,51,F,2,College,Married,Unknown,Blue,32,1,3,2,15048.0,2517,12531.0,0.666,7592,96,0.524,0.167 +717257658,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,29,2,2,1,9357.0,1942,7415.0,0.8,7971,84,0.787,0.208 +775112958,Existing Customer,51,M,1,Unknown,Married,$60K - $80K,Blue,45,2,3,3,11548.0,0,11548.0,0.611,7781,72,0.895,0.0 +788812608,Existing Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,39,1,2,3,8767.0,1684,7083.0,0.786,8066,79,0.549,0.192 +711002058,Existing Customer,42,M,4,Unknown,Single,$40K - $60K,Blue,33,1,3,1,5306.0,2410,2896.0,0.738,7437,94,0.709,0.454 +716199408,Attrited Customer,52,F,2,Graduate,Single,Unknown,Blue,41,2,3,3,3608.0,2517,1091.0,1.057,4907,53,0.559,0.698 +718100808,Existing Customer,49,F,1,Uneducated,Married,Less than $40K,Gold,37,2,3,1,15987.0,2065,13922.0,0.705,7395,100,0.562,0.129 +790051758,Attrited Customer,50,M,2,Graduate,Single,$120K +,Blue,42,2,1,2,31782.0,0,31782.0,1.056,4800,53,0.395,0.0 +772430733,Existing Customer,42,M,2,Graduate,Married,$120K +,Blue,32,1,1,1,34516.0,1440,33076.0,0.676,7168,88,0.571,0.042 +713460258,Existing Customer,45,F,0,Doctorate,Married,$40K - $60K,Silver,36,1,1,3,19107.0,933,18174.0,0.88,8987,89,0.561,0.049 +820036533,Existing Customer,50,M,4,Unknown,Married,$80K - $120K,Blue,45,2,1,3,34516.0,1466,33050.0,0.693,7223,87,0.611,0.042 +719785683,Existing Customer,41,M,4,Post-Graduate,Married,$80K - $120K,Blue,36,1,2,2,21751.0,1573,20178.0,0.878,8332,102,0.569,0.072 +711830433,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,32,1,2,1,7926.0,1051,6875.0,0.729,7677,87,0.554,0.133 +807393558,Attrited Customer,51,M,4,Unknown,Single,$120K +,Silver,46,2,3,3,34516.0,1279,33237.0,1.02,4615,49,0.581,0.037 +718306308,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,36,1,2,3,27984.0,1793,26191.0,0.754,8147,81,0.588,0.064 +772725408,Existing Customer,40,M,3,Uneducated,Divorced,$60K - $80K,Blue,30,2,3,2,24499.0,2517,21982.0,0.777,7667,84,0.527,0.103 +711183558,Existing Customer,49,M,0,High School,Single,$80K - $120K,Blue,39,2,1,3,2221.0,1291,930.0,0.785,8618,98,0.815,0.581 +720317658,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,35,2,2,2,5858.0,961,4897.0,0.657,7916,82,0.708,0.164 +710596983,Existing Customer,51,M,1,Uneducated,Single,$80K - $120K,Blue,37,1,3,2,27318.0,2416,24902.0,0.917,7481,96,0.548,0.088 +716986458,Existing Customer,44,F,3,High School,Single,Unknown,Blue,36,1,3,2,9766.0,1575,8191.0,0.661,7605,101,0.603,0.161 +717382608,Existing Customer,59,M,1,Graduate,Single,$60K - $80K,Silver,36,2,2,2,26692.0,2517,24175.0,0.796,8780,86,0.654,0.094 +825767658,Existing Customer,49,M,2,Graduate,Single,$60K - $80K,Gold,45,2,3,1,34516.0,913,33603.0,0.698,7711,80,0.86,0.026 +717513933,Existing Customer,38,M,3,College,Single,$120K +,Blue,26,2,2,1,14938.0,0,14938.0,0.626,7385,90,0.429,0.0 +789186858,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,41,2,5,1,33256.0,928,32328.0,0.694,7796,97,0.59,0.028 +717658758,Existing Customer,49,M,4,Graduate,Single,$120K +,Silver,36,2,2,2,34516.0,0,34516.0,0.622,7962,99,0.435,0.0 +715575258,Existing Customer,47,M,2,Graduate,Single,$40K - $60K,Blue,35,1,6,3,5791.0,1957,3834.0,0.654,7823,93,0.722,0.338 +714975633,Existing Customer,51,F,2,High School,Single,Unknown,Blue,36,2,1,2,2319.0,1347,972.0,0.722,7558,85,0.491,0.581 +715396983,Existing Customer,46,M,1,Uneducated,Married,$80K - $120K,Blue,36,2,3,2,17698.0,1769,15929.0,0.623,8056,95,0.583,0.1 +712624383,Existing Customer,52,M,4,College,Single,$80K - $120K,Silver,41,1,1,2,34516.0,1701,32815.0,0.715,7707,99,0.5,0.049 +721335558,Existing Customer,57,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,3,6482.0,1686,4796.0,0.753,7544,101,0.629,0.26 +711167808,Attrited Customer,40,M,4,Unknown,Single,$60K - $80K,Blue,30,4,3,6,18975.0,0,18975.0,1.028,4803,65,0.548,0.0 +713761608,Existing Customer,44,M,3,Graduate,Divorced,$60K - $80K,Silver,34,2,3,3,34516.0,1652,32864.0,0.865,8450,90,0.579,0.048 +713367858,Existing Customer,47,M,3,Unknown,Single,$40K - $60K,Blue,36,2,2,2,2479.0,1748,731.0,0.831,8042,85,0.545,0.705 +710489583,Existing Customer,41,F,3,Graduate,Unknown,Less than $40K,Blue,36,1,1,1,4941.0,1040,3901.0,0.765,7631,91,0.596,0.21 +720422358,Existing Customer,42,M,1,Post-Graduate,Single,$60K - $80K,Gold,36,1,1,2,34516.0,2276,32240.0,0.767,7485,90,0.552,0.066 +772098858,Existing Customer,44,F,4,Uneducated,Married,Unknown,Blue,33,1,2,1,8230.0,1333,6897.0,0.692,7736,84,0.68,0.162 +789304983,Existing Customer,44,M,0,Unknown,Married,$40K - $60K,Silver,34,2,1,2,22226.0,1864,20362.0,0.864,8753,97,0.702,0.084 +779257233,Existing Customer,47,M,2,Uneducated,Single,$120K +,Blue,29,2,3,2,28852.0,1974,26878.0,0.713,7432,90,0.607,0.068 +717579258,Attrited Customer,36,M,1,Unknown,Unknown,$40K - $60K,Blue,36,2,3,3,6893.0,1462,5431.0,1.031,4782,50,0.351,0.212 +709418508,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,35,1,2,3,7653.0,1693,5960.0,0.683,7508,93,0.576,0.221 +778439883,Existing Customer,50,M,1,High School,Unknown,$80K - $120K,Blue,31,1,2,2,26840.0,769,26071.0,0.609,7969,93,0.661,0.029 +716063583,Existing Customer,41,M,3,High School,Divorced,$60K - $80K,Blue,32,1,2,1,4549.0,2109,2440.0,0.953,8642,85,0.7,0.464 +716609433,Attrited Customer,55,M,2,High School,Divorced,$120K +,Blue,46,5,3,2,16828.0,2517,14311.0,1.059,4939,63,0.465,0.15 +721053633,Existing Customer,45,M,2,College,Single,$40K - $60K,Blue,31,2,2,1,6530.0,1425,5105.0,0.716,8904,101,0.656,0.218 +711559008,Existing Customer,40,F,4,Post-Graduate,Single,$40K - $60K,Blue,28,2,1,2,11642.0,1501,10141.0,0.935,9137,92,0.586,0.129 +718698558,Existing Customer,43,M,3,College,Single,$80K - $120K,Blue,34,2,2,2,5390.0,1324,4066.0,0.611,7739,106,0.472,0.246 +770190258,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,43,2,1,1,7037.0,0,7037.0,0.752,7678,93,0.691,0.0 +709008708,Existing Customer,47,M,3,College,Married,Less than $40K,Blue,34,2,1,2,8390.0,0,8390.0,0.8,8316,92,0.704,0.0 +823922208,Existing Customer,49,M,3,Unknown,Single,$60K - $80K,Blue,45,1,1,1,2122.0,1101,1021.0,0.711,7404,103,0.515,0.519 +718457058,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,35,1,1,1,3442.0,2517,925.0,0.62,7801,74,0.644,0.731 +708472008,Existing Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,2,3,3,6680.0,1839,4841.0,0.617,7632,95,0.532,0.275 +710395233,Existing Customer,42,F,2,Graduate,Single,Unknown,Silver,36,2,2,3,34516.0,1066,33450.0,0.846,8657,98,0.75,0.031 +716732958,Existing Customer,44,F,2,High School,Married,$40K - $60K,Blue,32,2,2,3,7244.0,2031,5213.0,0.724,7925,90,0.5,0.28 +780108408,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,37,1,3,1,34516.0,1369,33147.0,0.764,7745,82,0.64,0.04 +720962208,Attrited Customer,42,M,2,Post-Graduate,Married,$60K - $80K,Blue,27,2,2,2,2476.0,2250,226.0,0.969,4659,48,0.6,0.909 +714019083,Existing Customer,40,F,1,Graduate,Married,Less than $40K,Blue,30,1,1,3,2019.0,803,1216.0,0.882,8426,102,0.478,0.398 +721225083,Existing Customer,54,F,2,Unknown,Divorced,Less than $40K,Blue,36,1,2,1,8758.0,1511,7247.0,0.674,7680,89,0.508,0.173 +819109308,Existing Customer,62,M,0,Graduate,Divorced,$60K - $80K,Blue,56,1,3,3,6103.0,2517,3586.0,0.74,8080,92,0.704,0.412 +721029858,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,36,2,1,2,2166.0,1458,708.0,0.712,8215,109,0.535,0.673 +716762733,Existing Customer,50,F,2,Doctorate,Single,Less than $40K,Blue,40,2,1,1,3449.0,1634,1815.0,0.776,8300,94,0.469,0.474 +710260983,Existing Customer,51,F,4,Graduate,Divorced,Less than $40K,Blue,36,2,3,2,2984.0,2512,472.0,0.861,8296,91,0.685,0.842 +793608258,Attrited Customer,54,F,3,Graduate,Single,Less than $40K,Silver,48,1,5,2,13432.0,0,13432.0,0.918,4909,50,0.316,0.0 +719677758,Existing Customer,39,F,1,Unknown,Married,$40K - $60K,Blue,36,2,1,3,10830.0,2184,8646.0,0.907,8814,88,0.725,0.202 +771411408,Attrited Customer,50,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,38,2,3,4,2673.0,0,2673.0,1.043,4929,54,0.459,0.0 +794191008,Existing Customer,46,M,2,College,Married,$120K +,Blue,40,1,2,2,34516.0,1649,32867.0,0.741,7552,87,0.611,0.048 +708905733,Existing Customer,45,M,5,Uneducated,Single,$60K - $80K,Blue,32,1,2,1,20633.0,1989,18644.0,0.67,7570,91,0.655,0.096 +788327358,Existing Customer,61,M,1,Graduate,Single,Unknown,Blue,54,1,1,3,9070.0,2097,6973.0,0.801,8440,102,0.7,0.231 +751974258,Existing Customer,51,M,3,Unknown,Unknown,$120K +,Blue,44,2,2,3,11954.0,0,11954.0,0.779,7345,93,0.55,0.0 +805516608,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Silver,45,2,1,3,34516.0,925,33591.0,0.771,7755,84,0.68,0.027 +720006333,Attrited Customer,48,M,2,College,Divorced,$80K - $120K,Blue,40,4,3,3,4479.0,0,4479.0,0.89,4520,63,0.37,0.0 +780114558,Existing Customer,50,M,1,High School,Married,Less than $40K,Blue,35,2,1,3,3968.0,2264,1704.0,1.098,12535,118,0.815,0.571 +713090658,Existing Customer,58,F,2,Uneducated,Single,Unknown,Blue,44,1,2,2,2599.0,1407,1192.0,0.727,8061,98,0.531,0.541 +718889508,Existing Customer,46,M,2,College,Divorced,$60K - $80K,Blue,37,1,3,1,10074.0,1223,8851.0,0.955,8256,99,0.623,0.121 +824799108,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,42,2,2,1,10901.0,1874,9027.0,0.608,7498,90,0.5,0.172 +788618208,Existing Customer,42,F,5,Unknown,Single,Less than $40K,Blue,30,2,3,3,8325.0,0,8325.0,0.823,8198,90,0.915,0.0 +713133258,Existing Customer,38,M,3,Unknown,Single,$80K - $120K,Silver,36,2,2,3,34516.0,2008,32508.0,0.858,8872,86,0.593,0.058 +717370533,Existing Customer,40,M,3,Post-Graduate,Single,$120K +,Blue,26,1,2,1,34516.0,2088,32428.0,0.627,6453,89,0.589,0.06 +720425508,Existing Customer,43,M,5,Graduate,Single,$80K - $120K,Blue,36,1,1,3,7196.0,696,6500.0,0.839,8689,93,0.898,0.097 +712948383,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Gold,36,1,6,1,34516.0,0,34516.0,0.72,7396,100,0.562,0.0 +712839633,Existing Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,22,2,1,3,34516.0,1595,32921.0,0.824,8871,97,0.764,0.046 +820330008,Existing Customer,46,M,5,High School,Married,$120K +,Blue,42,1,1,3,32926.0,1540,31386.0,0.862,8231,98,0.556,0.047 +826150608,Existing Customer,44,M,4,Uneducated,Unknown,$40K - $60K,Silver,40,1,1,2,18072.0,1378,16694.0,0.73,8199,98,0.75,0.076 +779187783,Existing Customer,50,M,2,Unknown,Single,$80K - $120K,Blue,38,2,3,1,24533.0,1813,22720.0,0.745,8436,77,0.878,0.074 +720809358,Existing Customer,39,M,1,College,Unknown,$40K - $60K,Blue,32,1,1,3,4874.0,2317,2557.0,0.854,7776,98,0.782,0.475 +714054408,Existing Customer,50,M,3,College,Unknown,$60K - $80K,Blue,42,1,2,3,12889.0,1822,11067.0,0.88,8272,79,0.837,0.141 +789827208,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,31,2,3,1,7531.0,1692,5839.0,0.771,7768,92,0.878,0.225 +718308558,Existing Customer,49,F,4,Graduate,Divorced,Less than $40K,Blue,37,2,6,1,1838.0,1155,683.0,0.742,7688,93,0.409,0.628 +801064833,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,1,2,30117.0,2129,27988.0,0.769,7930,91,0.542,0.071 +719838558,Existing Customer,46,M,2,Uneducated,Single,$60K - $80K,Blue,35,1,1,1,5131.0,1484,3647.0,0.75,7432,92,0.559,0.289 +714510483,Existing Customer,44,M,3,Graduate,Single,$80K - $120K,Gold,36,2,3,3,34516.0,2517,31999.0,0.703,7640,87,0.582,0.073 +718246458,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,45,2,1,2,24262.0,1984,22278.0,0.805,8241,105,0.75,0.082 +710822808,Existing Customer,51,M,0,College,Single,$80K - $120K,Blue,33,1,3,1,34516.0,1228,33288.0,0.747,7854,89,0.648,0.036 +791730183,Attrited Customer,38,F,2,College,Unknown,Less than $40K,Blue,32,2,2,6,7385.0,1817,5568.0,1.029,5070,50,0.389,0.246 +709722858,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Blue,37,2,2,2,20708.0,1357,19351.0,0.852,8503,88,0.571,0.066 +712582983,Attrited Customer,47,F,3,Graduate,Married,Less than $40K,Silver,36,4,3,1,14057.0,1381,12676.0,1.039,4729,54,0.742,0.098 +714999483,Existing Customer,38,M,4,Uneducated,Unknown,$80K - $120K,Silver,36,2,1,2,34516.0,1132,33384.0,0.84,9389,106,0.797,0.033 +711388458,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,36,2,5,1,17072.0,1519,15553.0,0.831,8591,99,0.707,0.089 +796174983,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,46,2,3,3,25737.0,1168,24569.0,0.718,7722,94,0.469,0.045 +712918083,Existing Customer,44,F,1,Unknown,Single,Less than $40K,Blue,33,1,3,1,2211.0,768,1443.0,0.745,7527,88,0.66,0.347 +715459158,Existing Customer,35,F,4,High School,Unknown,Unknown,Blue,26,2,1,2,16950.0,0,16950.0,0.625,7821,97,0.672,0.0 +712687083,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,24,1,1,3,15043.0,0,15043.0,0.649,7234,83,0.694,0.0 +713003358,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,30,2,2,2,29338.0,159,29179.0,1.017,4983,40,0.379,0.005 +812443458,Existing Customer,57,M,4,Graduate,Single,$120K +,Blue,52,2,3,2,25808.0,0,25808.0,0.712,7794,94,0.843,0.0 +712984983,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,30,1,3,2,2248.0,1853,395.0,0.666,7739,101,0.906,0.824 +708826158,Existing Customer,45,F,4,Uneducated,Divorced,$40K - $60K,Blue,27,2,2,1,3670.0,1684,1986.0,0.675,8608,100,0.515,0.459 +788725608,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Blue,17,1,2,3,8861.0,1149,7712.0,0.718,8387,102,0.759,0.13 +717559533,Existing Customer,47,M,3,Graduate,Married,$120K +,Silver,42,1,3,1,34516.0,1161,33355.0,0.74,8212,100,0.695,0.034 +720443358,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,36,1,3,1,8014.0,1250,6764.0,0.667,6950,84,0.585,0.156 +806694333,Existing Customer,44,F,4,Unknown,Married,Less than $40K,Blue,39,1,1,1,2771.0,1779,992.0,0.841,8268,73,0.698,0.642 +709770408,Existing Customer,51,M,2,Graduate,Married,$120K +,Silver,36,1,1,2,34516.0,1702,32814.0,0.705,8652,98,0.849,0.049 +718259433,Attrited Customer,45,F,3,High School,Married,Unknown,Blue,40,1,4,2,8383.0,0,8383.0,1.036,5460,63,0.853,0.0 +770705208,Existing Customer,44,F,2,Unknown,Single,Less than $40K,Gold,30,1,3,3,15365.0,630,14735.0,0.807,7890,91,0.685,0.041 +720655833,Attrited Customer,48,F,4,High School,Married,Less than $40K,Blue,30,2,3,2,2913.0,0,2913.0,1.058,4955,56,0.806,0.0 +797898858,Existing Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,34,1,2,1,4748.0,2085,2663.0,0.615,7288,88,0.6,0.439 +779548008,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Silver,35,1,2,3,34516.0,0,34516.0,0.742,7745,83,0.729,0.0 +718388733,Existing Customer,38,F,1,College,Unknown,Less than $40K,Blue,32,2,3,3,2609.0,1259,1350.0,0.871,8677,96,0.627,0.483 +711742758,Attrited Customer,43,F,5,College,Single,$40K - $60K,Blue,32,2,3,1,11508.0,0,11508.0,1.005,5242,74,0.574,0.0 +757863258,Existing Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,38,2,2,1,2396.0,887,1509.0,0.604,7480,84,0.787,0.37 +711947358,Existing Customer,49,M,4,Uneducated,Married,$120K +,Blue,38,2,3,1,18991.0,1208,17783.0,0.727,7716,83,0.804,0.064 +712157958,Attrited Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,1,3,2,10908.0,0,10908.0,0.983,4883,42,0.5,0.0 +814760358,Existing Customer,53,M,3,Graduate,Unknown,$40K - $60K,Blue,48,2,2,2,14627.0,1997,12630.0,0.718,7766,82,0.745,0.137 +710192283,Existing Customer,46,M,4,Post-Graduate,Married,$40K - $60K,Blue,36,1,2,2,2219.0,1180,1039.0,0.768,8686,91,0.625,0.532 +718977483,Existing Customer,56,M,4,Graduate,Single,$80K - $120K,Blue,46,2,3,1,25736.0,1388,24348.0,0.743,7209,91,0.596,0.054 +712129158,Existing Customer,63,M,0,Uneducated,Single,$60K - $80K,Blue,36,2,3,1,7997.0,1096,6901.0,0.716,7747,104,0.651,0.137 +714880533,Existing Customer,40,M,5,Graduate,Single,$40K - $60K,Blue,36,2,2,3,2849.0,1741,1108.0,0.791,8669,99,0.768,0.611 +808287408,Existing Customer,45,M,5,Graduate,Married,$80K - $120K,Blue,40,1,2,0,29227.0,1151,28076.0,0.73,8420,100,0.852,0.039 +709619433,Existing Customer,52,M,2,Doctorate,Married,$120K +,Blue,44,1,2,2,34516.0,1382,33134.0,0.856,8604,108,0.714,0.04 +708881583,Existing Customer,50,M,2,Uneducated,Married,$40K - $60K,Blue,43,1,3,1,12458.0,1332,11126.0,0.68,8752,95,0.863,0.107 +711332883,Attrited Customer,62,M,1,High School,Single,$60K - $80K,Blue,46,2,3,3,7547.0,2477,5070.0,1.021,5294,73,0.698,0.328 +717696333,Attrited Customer,44,M,4,Unknown,Married,$120K +,Blue,36,4,3,3,34516.0,0,34516.0,1.043,5425,60,0.875,0.0 +820587258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Silver,40,2,5,2,10677.0,0,10677.0,0.905,8637,94,0.808,0.0 +768733533,Existing Customer,53,M,5,Uneducated,Unknown,$80K - $120K,Blue,47,2,3,2,2340.0,1612,728.0,0.696,8851,88,0.833,0.689 +779779083,Existing Customer,38,F,3,High School,Single,$40K - $60K,Gold,26,2,2,1,23981.0,0,23981.0,0.741,7872,103,0.635,0.0 +720735408,Existing Customer,44,F,4,Doctorate,Married,$40K - $60K,Blue,30,1,3,1,6329.0,1643,4686.0,0.706,8514,109,0.73,0.26 +819160158,Existing Customer,42,M,3,Uneducated,Married,$40K - $60K,Blue,37,2,3,3,4960.0,1724,3236.0,0.879,8218,88,0.913,0.348 +804601833,Existing Customer,44,M,2,High School,Unknown,$60K - $80K,Silver,39,1,2,3,34516.0,1601,32915.0,0.686,7491,86,0.72,0.046 +714823308,Existing Customer,55,F,3,College,Single,Less than $40K,Gold,35,2,3,3,15987.0,1973,14014.0,0.705,7345,98,0.463,0.123 +711577458,Existing Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,36,2,2,1,3244.0,1855,1389.0,0.7,8087,95,0.792,0.572 +787539333,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,1,2,3,7298.0,2517,4781.0,0.838,7973,88,0.692,0.345 +716806383,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,40,1,1,3,28307.0,1506,26801.0,0.818,9042,122,0.605,0.053 +812230308,Existing Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,42,2,3,3,2430.0,1657,773.0,0.659,8444,100,0.449,0.682 +778420383,Existing Customer,49,M,1,Graduate,Married,$120K +,Blue,29,2,3,2,7650.0,2045,5605.0,0.891,8609,109,0.758,0.267 +774012933,Existing Customer,47,F,3,College,Divorced,$40K - $60K,Blue,41,1,2,1,6443.0,2073,4370.0,0.8,9277,92,0.769,0.322 +718756533,Existing Customer,47,M,2,Uneducated,Married,$80K - $120K,Blue,41,1,2,1,13356.0,1497,11859.0,0.753,8963,105,0.694,0.112 +812224983,Existing Customer,56,M,2,Graduate,Single,$120K +,Blue,51,1,1,2,4675.0,1340,3335.0,0.68,8037,100,0.852,0.287 +714284358,Existing Customer,61,M,1,Uneducated,Single,$40K - $60K,Blue,52,2,1,1,2177.0,1329,848.0,0.647,7037,82,0.745,0.61 +709530408,Existing Customer,45,M,4,Doctorate,Single,$120K +,Gold,36,1,3,1,34516.0,1411,33105.0,0.701,8007,96,0.778,0.041 +750690258,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,2,3,3,2821.0,1995,826.0,0.62,8220,103,0.635,0.707 +716283108,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,36,2,2,3,6769.0,1133,5636.0,0.743,7986,88,0.6,0.167 +718353633,Attrited Customer,50,M,1,Post-Graduate,Unknown,$80K - $120K,Gold,36,2,3,2,34516.0,0,34516.0,1.032,5547,75,0.744,0.0 +718528833,Existing Customer,51,M,1,High School,Married,$120K +,Blue,43,2,3,2,30172.0,1825,28347.0,0.8,8879,101,0.578,0.06 +718006608,Existing Customer,44,F,5,Uneducated,Single,Less than $40K,Blue,36,1,3,1,7742.0,1163,6579.0,0.729,9081,100,0.852,0.15 +710569233,Existing Customer,46,M,3,Unknown,Single,$80K - $120K,Blue,35,2,1,1,11814.0,1440,10374.0,0.798,9185,100,0.695,0.122 +718694658,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Blue,32,2,1,3,28687.0,1607,27080.0,0.748,7523,90,0.636,0.056 +779293308,Existing Customer,51,M,4,Graduate,Married,$60K - $80K,Silver,33,1,3,3,25653.0,2059,23594.0,0.702,8305,103,0.746,0.08 +718276758,Existing Customer,52,F,1,Graduate,Single,$40K - $60K,Blue,40,2,1,2,4705.0,890,3815.0,0.723,8226,97,0.644,0.189 +712654233,Existing Customer,39,M,3,High School,Married,$80K - $120K,Blue,27,1,3,1,19150.0,1093,18057.0,0.716,8327,85,0.545,0.057 +719296383,Existing Customer,38,M,2,High School,Single,$60K - $80K,Gold,18,1,2,3,34516.0,1494,33022.0,0.588,7885,85,0.635,0.043 +808279158,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,46,1,3,1,11765.0,1429,10336.0,0.817,8914,99,0.768,0.121 +780497958,Existing Customer,41,M,3,High School,Divorced,$80K - $120K,Blue,28,1,3,3,16627.0,2118,14509.0,0.589,7996,99,0.597,0.127 +715519983,Existing Customer,43,M,2,Post-Graduate,Married,$60K - $80K,Blue,34,1,1,3,13553.0,1448,12105.0,0.925,8751,94,0.808,0.107 +708568983,Existing Customer,40,M,3,High School,Married,$60K - $80K,Blue,28,2,3,1,11476.0,2365,9111.0,0.65,8110,113,0.766,0.206 +823648983,Existing Customer,58,M,1,Uneducated,Single,$80K - $120K,Blue,54,1,3,1,5182.0,1459,3723.0,0.72,7960,112,0.697,0.282 +789412458,Attrited Customer,44,M,2,Post-Graduate,Married,$60K - $80K,Blue,34,6,3,4,23026.0,2517,20509.0,1.032,4909,52,0.625,0.109 +716837508,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,2,2,1,18477.0,0,18477.0,0.771,8695,95,0.583,0.0 +711249858,Attrited Customer,49,M,4,Unknown,Married,$80K - $120K,Blue,38,2,3,2,29890.0,0,29890.0,0.64,3315,47,0.382,0.0 +712009083,Existing Customer,48,M,3,Unknown,Unknown,$60K - $80K,Blue,36,2,1,2,8290.0,1030,7260.0,0.87,8980,93,0.755,0.124 +720522633,Existing Customer,44,M,3,College,Married,$40K - $60K,Silver,36,2,1,2,16199.0,1533,14666.0,0.855,8150,106,0.631,0.095 +713071383,Existing Customer,54,F,1,Unknown,Single,Unknown,Blue,36,1,3,3,3723.0,1728,1995.0,0.595,8554,99,0.678,0.464 +712938258,Existing Customer,45,M,2,Graduate,Single,Less than $40K,Silver,32,2,1,3,12695.0,1613,11082.0,0.852,8328,94,0.843,0.127 +719071158,Attrited Customer,54,F,0,Graduate,Single,Unknown,Platinum,38,2,2,2,34516.0,0,34516.0,0.695,3901,54,0.421,0.0 +709046958,Existing Customer,46,M,2,Unknown,Married,$60K - $80K,Silver,39,2,1,1,30379.0,2175,28204.0,0.67,9059,100,0.562,0.072 +708748833,Existing Customer,37,F,3,Graduate,Single,$40K - $60K,Blue,25,2,2,3,9875.0,1239,8636.0,0.939,8920,105,0.694,0.125 +711364233,Existing Customer,41,M,4,Unknown,Married,$60K - $80K,Platinum,26,1,1,2,34516.0,1559,32957.0,0.759,8888,104,0.763,0.045 +712645908,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,37,1,3,3,2600.0,2047,553.0,0.749,8804,111,0.682,0.787 +708428958,Existing Customer,39,M,2,Unknown,Single,$80K - $120K,Gold,33,1,3,2,34516.0,0,34516.0,0.724,9179,113,0.766,0.0 +719714658,Attrited Customer,61,M,0,Post-Graduate,Single,$60K - $80K,Blue,43,5,3,2,12218.0,0,12218.0,1.005,5272,62,0.59,0.0 +720874983,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Silver,37,1,2,1,34516.0,0,34516.0,0.814,8736,97,0.702,0.0 +719180958,Existing Customer,48,F,2,Uneducated,Divorced,$40K - $60K,Silver,39,2,2,2,21754.0,0,21754.0,0.83,9105,104,0.763,0.0 +710360583,Existing Customer,46,M,2,Uneducated,Single,$60K - $80K,Blue,35,1,1,0,8396.0,604,7792.0,0.827,8329,101,0.656,0.072 +823848183,Existing Customer,39,F,1,Unknown,Single,Less than $40K,Platinum,35,1,2,3,15987.0,1494,14493.0,0.731,8438,92,0.84,0.093 +783121008,Existing Customer,55,F,0,Graduate,Single,Less than $40K,Silver,49,1,2,3,12094.0,1870,10224.0,0.845,8285,106,0.738,0.155 +789529158,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,36,1,1,3,2946.0,743,2203.0,0.827,8553,88,0.872,0.252 +708500883,Existing Customer,48,M,2,Uneducated,Single,$40K - $60K,Silver,40,2,3,2,17812.0,0,17812.0,0.75,8379,106,0.606,0.0 +811965558,Existing Customer,46,F,4,College,Single,$40K - $60K,Blue,41,2,3,3,13743.0,0,13743.0,0.947,9406,106,0.767,0.0 +714383583,Existing Customer,39,F,2,Unknown,Single,$40K - $60K,Gold,36,5,3,3,23981.0,1696,22285.0,0.837,8646,97,0.902,0.071 +809425533,Existing Customer,45,F,2,Uneducated,Divorced,$40K - $60K,Silver,40,5,2,2,15785.0,1174,14611.0,0.732,8097,105,0.842,0.074 +716858433,Attrited Customer,43,F,4,Graduate,Single,Less than $40K,Blue,32,4,3,1,3015.0,0,3015.0,1.058,5372,75,0.596,0.0 +812534958,Existing Customer,40,F,3,High School,Married,$40K - $60K,Silver,34,2,2,2,19000.0,1568,17432.0,0.688,8443,97,0.865,0.083 +714052158,Attrited Customer,49,M,2,High School,Married,$120K +,Blue,39,2,3,2,11714.0,949,10765.0,1.036,5366,68,0.659,0.081 +780200208,Existing Customer,39,F,2,Unknown,Single,$40K - $60K,Blue,29,2,2,2,11135.0,1563,9572.0,0.746,8777,112,0.778,0.14 +711458583,Existing Customer,47,M,2,College,Married,$60K - $80K,Silver,35,2,1,1,34516.0,1349,33167.0,0.674,8582,106,0.767,0.039 +826451433,Existing Customer,42,M,4,Graduate,Single,$80K - $120K,Silver,38,2,1,3,34516.0,2273,32243.0,0.86,8502,103,0.717,0.066 +719740983,Existing Customer,44,F,1,Unknown,Divorced,Less than $40K,Silver,34,1,1,3,13259.0,866,12393.0,0.81,8998,102,0.672,0.065 +709019283,Existing Customer,47,M,1,College,Married,$80K - $120K,Blue,39,2,3,1,5660.0,2210,3450.0,0.583,7867,100,0.695,0.39 +710213508,Existing Customer,63,M,1,High School,Single,$60K - $80K,Blue,54,2,3,3,23355.0,1061,22294.0,0.864,8634,95,0.9,0.045 +710814633,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,31,1,5,3,20734.0,2517,18217.0,0.888,8888,103,0.717,0.121 +775267158,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,37,2,1,3,2476.0,1396,1080.0,0.838,8785,111,0.609,0.564 +712268808,Existing Customer,55,M,4,Graduate,Single,$120K +,Silver,36,2,2,3,34516.0,2443,32073.0,0.827,8765,105,0.721,0.071 +720178158,Attrited Customer,46,F,4,High School,Unknown,Less than $40K,Blue,37,5,3,3,7552.0,0,7552.0,1.047,5537,63,0.853,0.0 +779805408,Existing Customer,42,M,3,Unknown,Married,Less than $40K,Silver,31,1,1,1,14630.0,0,14630.0,0.752,8217,99,0.65,0.0 +710958933,Attrited Customer,43,M,3,Graduate,Single,$40K - $60K,Blue,35,5,3,2,6080.0,787,5293.0,0.975,4866,56,0.647,0.129 +720698883,Attrited Customer,51,M,1,High School,Single,$80K - $120K,Blue,38,2,3,3,28605.0,0,28605.0,1.054,5524,67,0.718,0.0 +780384483,Attrited Customer,49,M,4,Unknown,Unknown,$80K - $120K,Blue,39,2,2,2,2886.0,925,1961.0,0.946,5481,58,0.758,0.321 +714190983,Attrited Customer,51,F,2,Graduate,Single,Unknown,Platinum,32,2,3,3,34516.0,531,33985.0,0.98,5418,65,0.711,0.015 +713808633,Existing Customer,31,F,0,Uneducated,Divorced,Less than $40K,Silver,23,2,2,1,10850.0,1873,8977.0,0.995,13794,127,0.789,0.173 +710295858,Existing Customer,43,M,4,Graduate,Divorced,$80K - $120K,Blue,32,2,1,2,24244.0,1649,22595.0,0.776,8074,84,0.647,0.068 +713209308,Existing Customer,59,M,0,Graduate,Single,$60K - $80K,Blue,46,2,3,2,17218.0,1829,15389.0,0.638,7971,97,0.83,0.106 +788709408,Existing Customer,41,F,2,Unknown,Married,Unknown,Blue,21,2,3,1,14746.0,0,14746.0,0.857,14771,127,0.628,0.0 +717757608,Existing Customer,53,M,2,College,Single,$120K +,Gold,36,2,1,1,34516.0,1051,33465.0,0.863,8938,114,0.676,0.03 +715300683,Existing Customer,39,M,1,Uneducated,Single,$80K - $120K,Blue,36,1,1,3,34458.0,846,33612.0,0.817,8271,94,0.88,0.025 +711436983,Existing Customer,57,M,3,Unknown,Single,$120K +,Silver,49,1,2,1,34516.0,2517,31999.0,0.693,8596,102,0.672,0.073 +789582483,Existing Customer,60,M,1,High School,Divorced,$40K - $60K,Blue,53,2,3,3,9369.0,1813,7556.0,0.658,7699,101,0.629,0.194 +790168083,Existing Customer,51,M,0,High School,Unknown,$80K - $120K,Blue,44,2,2,3,22741.0,2176,20565.0,0.689,8438,100,0.887,0.096 +742865883,Attrited Customer,46,F,3,Unknown,Single,$40K - $60K,Blue,39,4,3,3,9110.0,2517,6593.0,1.052,5290,69,0.816,0.276 +770848308,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Platinum,31,2,2,1,34516.0,1308,33208.0,0.746,8773,105,0.78,0.038 +713486583,Existing Customer,41,M,3,Graduate,Married,$60K - $80K,Blue,29,2,2,1,17277.0,2151,15126.0,0.701,8838,97,0.732,0.125 +708697983,Existing Customer,56,M,0,High School,Unknown,$120K +,Blue,49,2,2,2,34516.0,2156,32360.0,0.698,8766,78,0.814,0.062 +823539558,Existing Customer,39,F,3,Uneducated,Single,Unknown,Silver,35,2,2,3,33565.0,1627,31938.0,0.66,8360,94,0.843,0.048 +711339258,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Silver,36,1,3,1,20176.0,2219,17957.0,0.693,8255,86,0.911,0.11 +781171908,Existing Customer,45,M,3,Graduate,Single,$40K - $60K,Blue,38,1,3,1,3751.0,1869,1882.0,0.926,9497,106,0.71,0.498 +815582358,Existing Customer,47,F,5,Unknown,Unknown,Less than $40K,Blue,42,2,1,2,2519.0,1584,935.0,0.76,8852,95,0.759,0.629 +755212608,Attrited Customer,50,M,2,Unknown,Married,$40K - $60K,Blue,43,4,3,3,13067.0,0,13067.0,1.061,5468,71,0.775,0.0 +716486508,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,37,6,2,2,3399.0,0,3399.0,0.991,5529,78,0.66,0.0 +771674958,Existing Customer,45,M,2,High School,Married,$40K - $60K,Blue,33,1,3,3,11529.0,1823,9706.0,0.727,8135,97,0.702,0.158 +787909158,Existing Customer,40,F,3,Graduate,Divorced,Less than $40K,Blue,31,1,3,2,8694.0,1117,7577.0,0.842,9523,105,0.694,0.128 +717140733,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,36,1,3,3,6616.0,831,5785.0,0.707,9065,85,0.735,0.126 +799468083,Existing Customer,51,M,2,Graduate,Married,$40K - $60K,Blue,45,2,2,2,11467.0,1146,10321.0,1.018,14373,97,0.764,0.1 +718993533,Existing Customer,44,M,2,Graduate,Unknown,$80K - $120K,Blue,37,2,3,0,15821.0,1334,14487.0,0.81,8927,103,0.635,0.084 +713870958,Existing Customer,56,F,3,Uneducated,Single,Unknown,Platinum,46,2,3,2,34516.0,0,34516.0,0.887,8416,93,0.632,0.0 +709171308,Existing Customer,30,M,1,High School,Married,$60K - $80K,Blue,16,1,3,3,15795.0,1742,14053.0,1.022,13173,96,0.846,0.11 +798553158,Attrited Customer,62,F,1,Graduate,Single,Less than $40K,Blue,56,1,2,1,3109.0,0,3109.0,1.054,5470,72,0.674,0.0 +720819858,Existing Customer,47,F,4,Post-Graduate,Single,Less than $40K,Blue,27,1,2,2,8837.0,2517,6320.0,0.618,8210,100,0.754,0.285 +815078433,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,37,2,1,3,6551.0,1718,4833.0,1.207,13363,99,0.623,0.262 +710924658,Existing Customer,52,F,2,High School,Single,$40K - $60K,Blue,36,1,2,2,2540.0,1093,1447.0,0.783,9339,99,0.737,0.43 +709883883,Existing Customer,46,F,4,Uneducated,Divorced,Unknown,Blue,34,2,3,1,8110.0,1549,6561.0,0.808,8033,94,0.649,0.191 +718650258,Existing Customer,54,F,3,Graduate,Single,Unknown,Blue,47,2,3,1,6146.0,2210,3936.0,0.905,12956,97,0.796,0.36 +711613308,Attrited Customer,58,M,2,Unknown,Single,$60K - $80K,Blue,48,2,1,2,2236.0,710,1526.0,0.434,2562,38,0.462,0.318 +718558758,Attrited Customer,34,M,1,Unknown,Single,$80K - $120K,Blue,22,1,2,2,3711.0,1413,2298.0,0.175,3922,51,0.645,0.381 +718504233,Attrited Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,30,2,2,3,2082.0,1794,288.0,0.735,3423,48,0.92,0.862 +709108533,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,29,2,2,3,9959.0,2216,7743.0,0.747,15139,90,0.837,0.223 +713236458,Existing Customer,55,M,4,Unknown,Single,$60K - $80K,Blue,48,2,2,3,18980.0,2517,16463.0,0.655,8295,113,0.687,0.133 +714352533,Existing Customer,47,F,3,Graduate,Married,$40K - $60K,Silver,29,1,2,2,15472.0,865,14607.0,0.756,14132,103,0.746,0.056 +717353433,Existing Customer,50,F,2,Unknown,Single,Unknown,Blue,42,1,3,3,21498.0,1542,19956.0,0.759,13015,104,0.857,0.072 +813804783,Attrited Customer,41,F,1,High School,Single,$40K - $60K,Blue,36,4,3,3,2667.0,0,2667.0,0.494,4399,54,0.862,0.0 +771062733,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,31,1,2,1,4291.0,1285,3006.0,0.846,15511,101,0.629,0.299 +715649358,Attrited Customer,39,M,2,College,Married,$60K - $80K,Blue,26,1,2,2,3879.0,0,3879.0,0.928,7786,81,0.929,0.0 +713552958,Existing Customer,43,M,5,Graduate,Unknown,$60K - $80K,Blue,28,1,3,1,12773.0,1637,11136.0,0.919,14833,114,0.583,0.128 +715209333,Existing Customer,32,M,0,High School,Single,$60K - $80K,Blue,36,1,1,1,6224.0,1965,4259.0,0.739,13630,124,0.699,0.316 +769935783,Existing Customer,40,M,3,Unknown,Single,$60K - $80K,Blue,34,2,2,1,9594.0,2517,7077.0,0.945,14213,100,0.786,0.262 +815613033,Existing Customer,49,M,2,Unknown,Married,Less than $40K,Silver,44,2,2,3,12518.0,1722,10796.0,0.891,14276,96,0.778,0.138 +718732833,Attrited Customer,56,F,1,College,Single,Less than $40K,Blue,48,4,2,2,2783.0,1763,1020.0,0.344,3967,42,0.4,0.633 +816328308,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,55,2,1,3,3773.0,0,3773.0,0.684,14264,118,0.873,0.0 +711814608,Existing Customer,41,F,5,High School,Married,$40K - $60K,Silver,36,2,1,1,19281.0,1805,17476.0,0.893,15423,110,0.692,0.094 +803216433,Attrited Customer,43,F,5,Graduate,Married,Less than $40K,Silver,33,6,3,2,14806.0,2517,12289.0,0.558,4804,57,0.462,0.17 +710694033,Existing Customer,32,M,0,Graduate,Divorced,$40K - $60K,Blue,36,2,1,1,7473.0,1253,6220.0,0.98,13400,104,0.733,0.168 +709257708,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,41,1,1,2,3108.0,1978,1130.0,0.917,14965,127,0.716,0.636 +720174033,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,33,1,3,1,34516.0,975,33541.0,0.738,12871,104,0.552,0.028 +820666083,Attrited Customer,41,M,2,Graduate,Single,$120K +,Blue,37,5,3,4,27742.0,2517,25225.0,0.835,8646,85,0.977,0.091 +712044558,Attrited Customer,51,F,1,Uneducated,Single,Less than $40K,Silver,41,6,2,3,14563.0,1309,13254.0,0.708,6408,70,0.944,0.09 +713131158,Attrited Customer,58,M,2,Uneducated,Single,$80K - $120K,Blue,46,1,3,1,10286.0,0,10286.0,0.908,8199,59,0.903,0.0 +803335008,Existing Customer,48,F,2,Graduate,Divorced,Unknown,Blue,43,2,3,3,7791.0,1472,6319.0,0.979,13945,107,0.754,0.189 +795869583,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,47,1,3,2,3733.0,1620,2113.0,0.765,15200,118,0.934,0.434 +789535233,Existing Customer,52,M,1,Graduate,Single,$80K - $120K,Silver,44,2,1,2,34516.0,1618,32898.0,1.0,11603,109,0.847,0.047 +716441058,Existing Customer,45,F,4,High School,Single,Less than $40K,Silver,36,2,5,2,14416.0,0,14416.0,0.788,13820,99,0.65,0.0 +718113633,Attrited Customer,41,M,3,Uneducated,Married,$120K +,Blue,36,1,2,3,34516.0,0,34516.0,0.377,5603,56,0.244,0.0 +708908883,Existing Customer,37,F,2,Graduate,Divorced,Less than $40K,Silver,32,1,3,2,12033.0,1025,11008.0,0.684,12603,106,0.893,0.085 +712152408,Existing Customer,44,M,4,High School,Single,$60K - $80K,Gold,29,1,2,1,34516.0,1930,32586.0,0.615,12478,97,0.764,0.056 +708229308,Attrited Customer,49,F,2,Unknown,Married,Less than $40K,Blue,41,5,2,2,3243.0,0,3243.0,0.685,6059,71,0.821,0.0 +715351983,Existing Customer,32,F,2,Unknown,Married,Less than $40K,Blue,20,1,3,2,9761.0,1470,8291.0,0.796,14334,97,0.732,0.151 +798451908,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,30,1,3,2,5723.0,0,5723.0,0.85,12403,120,0.69,0.0 +794962983,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,41,1,1,3,9947.0,2496,7451.0,0.802,14576,110,0.774,0.251 +721000833,Existing Customer,49,M,0,Uneducated,Married,$60K - $80K,Blue,38,1,3,2,3599.0,0,3599.0,0.738,13324,110,0.594,0.0 +720086358,Existing Customer,58,M,2,Doctorate,Married,$120K +,Blue,48,2,3,1,12648.0,1604,11044.0,0.719,14465,125,0.712,0.127 +710064033,Attrited Customer,45,M,3,Uneducated,Married,$40K - $60K,Blue,28,2,2,5,4572.0,0,4572.0,0.48,3555,42,0.4,0.0 +780588258,Existing Customer,53,F,5,Unknown,Married,Less than $40K,Blue,42,1,2,2,4021.0,1745,2276.0,0.784,14567,120,0.846,0.434 +710833908,Existing Customer,45,M,5,High School,Married,$80K - $120K,Blue,25,1,3,3,25601.0,1384,24217.0,0.745,12896,100,0.852,0.054 +714449283,Existing Customer,44,M,4,Uneducated,Unknown,$80K - $120K,Blue,36,1,3,1,25428.0,1528,23900.0,0.725,13360,97,0.796,0.06 +772339383,Existing Customer,54,M,3,Post-Graduate,Single,$40K - $60K,Blue,44,2,5,3,4216.0,1290,2926.0,0.86,13787,121,0.571,0.306 +721382208,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,27,2,1,2,3140.0,2517,623.0,0.801,13677,122,0.821,0.802 +779349783,Existing Customer,46,M,3,Doctorate,Married,$60K - $80K,Blue,31,2,2,2,21161.0,1198,19963.0,0.783,13119,104,0.625,0.057 +789450408,Existing Customer,41,F,2,Uneducated,Married,Unknown,Blue,32,2,5,3,5877.0,1713,4164.0,0.791,15106,91,0.978,0.291 +709210833,Existing Customer,48,F,2,Doctorate,Married,$40K - $60K,Blue,36,1,2,2,9074.0,1648,7426.0,0.727,14084,110,0.803,0.182 +821752908,Existing Customer,53,M,2,High School,Single,$60K - $80K,Blue,49,2,3,2,4142.0,2252,1890.0,0.714,15078,117,0.746,0.544 +789878283,Existing Customer,39,M,3,Graduate,Married,$40K - $60K,Blue,29,2,2,2,3152.0,1174,1978.0,0.862,13670,117,0.857,0.372 +709319658,Attrited Customer,48,F,4,Graduate,Single,Less than $40K,Platinum,37,5,3,4,15987.0,0,15987.0,0.827,7681,71,0.69,0.0 +719222133,Existing Customer,41,M,3,Graduate,Single,$40K - $60K,Blue,36,2,3,2,8919.0,1723,7196.0,0.848,13719,96,0.714,0.193 +715551783,Existing Customer,54,F,2,Uneducated,Married,Unknown,Blue,42,1,1,3,24927.0,1273,23654.0,0.743,14603,113,0.687,0.051 +712718958,Existing Customer,49,M,2,High School,Divorced,$40K - $60K,Blue,36,2,1,1,3308.0,2150,1158.0,0.879,15019,101,0.656,0.65 +709764483,Attrited Customer,61,M,1,Graduate,Unknown,$60K - $80K,Blue,53,1,1,2,6157.0,581,5576.0,0.583,4041,65,0.548,0.094 +783361533,Existing Customer,41,M,3,Unknown,Married,$60K - $80K,Silver,35,2,3,2,33889.0,1203,32686.0,0.944,14954,112,0.623,0.035 +717942033,Existing Customer,52,M,2,Uneducated,Unknown,$120K +,Blue,42,1,1,3,33552.0,1252,32300.0,0.793,14490,98,0.815,0.037 +817908783,Existing Customer,44,M,3,Unknown,Single,$120K +,Silver,39,2,3,1,34516.0,2123,32393.0,0.801,14242,107,0.551,0.062 +713708358,Existing Customer,33,F,3,Unknown,Single,$40K - $60K,Silver,36,2,3,3,19594.0,971,18623.0,0.761,12429,111,0.542,0.05 +713705358,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,28,2,6,1,7349.0,994,6355.0,0.864,13970,109,0.847,0.135 +789551883,Existing Customer,52,F,3,Graduate,Single,$40K - $60K,Blue,45,1,1,2,14803.0,985,13818.0,0.831,14426,87,0.642,0.067 +812247033,Attrited Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,46,5,5,2,3536.0,0,3536.0,0.542,3281,39,0.393,0.0 +717580458,Attrited Customer,43,M,4,Uneducated,Divorced,$80K - $120K,Blue,36,2,3,2,19333.0,0,19333.0,0.969,7847,63,0.75,0.0 +780551733,Existing Customer,54,F,1,High School,Married,Less than $40K,Silver,44,2,2,3,11605.0,1470,10135.0,0.93,12592,117,0.8,0.127 +719722308,Existing Customer,31,F,0,Uneducated,Divorced,Less than $40K,Blue,22,2,1,3,3329.0,0,3329.0,0.641,13109,114,0.727,0.0 +718328283,Existing Customer,40,F,4,High School,Single,Less than $40K,Blue,36,2,1,3,3961.0,1531,2430.0,0.646,12631,100,0.852,0.387 +826061508,Existing Customer,49,F,4,Uneducated,Unknown,Less than $40K,Blue,45,1,3,1,5975.0,2045,3930.0,0.847,13090,102,0.672,0.342 +715610733,Attrited Customer,60,M,1,Uneducated,Married,$40K - $60K,Blue,47,6,1,5,3735.0,1175,2560.0,1.036,8193,66,0.65,0.315 +710161083,Attrited Customer,62,F,0,Uneducated,Single,Less than $40K,Blue,36,6,3,3,5780.0,0,5780.0,0.394,6613,40,0.429,0.0 +712464933,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,36,2,2,2,19141.0,1933,17208.0,1.05,15203,114,0.781,0.101 +768181608,Existing Customer,43,F,3,Graduate,Unknown,Less than $40K,Blue,37,2,3,3,3461.0,1767,1694.0,0.829,13179,122,0.694,0.511 +713869083,Existing Customer,56,M,2,High School,Married,$80K - $120K,Blue,43,2,2,1,29394.0,1002,28392.0,0.935,14901,92,0.673,0.034 +711465333,Existing Customer,35,M,4,High School,Single,$80K - $120K,Blue,26,2,1,1,24250.0,0,24250.0,0.753,12593,99,0.768,0.0 +719924433,Existing Customer,40,F,4,Graduate,Married,$40K - $60K,Silver,32,1,2,3,16191.0,0,16191.0,0.967,13452,107,0.621,0.0 +719248158,Existing Customer,52,M,2,High School,Divorced,$60K - $80K,Blue,42,1,3,2,7261.0,1443,5818.0,0.972,14533,108,0.565,0.199 +719944458,Existing Customer,29,M,0,High School,Single,$40K - $60K,Blue,36,2,3,1,4023.0,1437,2586.0,0.69,12510,96,0.92,0.357 +715799808,Attrited Customer,52,M,0,High School,Single,$60K - $80K,Blue,39,4,3,2,3764.0,0,3764.0,0.776,6574,69,0.865,0.0 +721264533,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,36,1,1,3,3767.0,1106,2661.0,0.944,15578,126,0.826,0.294 +711838008,Attrited Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,28,2,3,2,6407.0,478,5929.0,1.022,9322,77,0.833,0.075 +711826983,Attrited Customer,47,F,3,Unknown,Married,$40K - $60K,Blue,36,4,3,6,5822.0,0,5822.0,0.655,3240,38,0.652,0.0 +719413383,Existing Customer,32,M,1,Uneducated,Single,$60K - $80K,Silver,36,2,3,1,33711.0,1437,32274.0,0.942,14880,134,0.654,0.043 +712990458,Existing Customer,44,F,3,Graduate,Married,Unknown,Silver,34,2,2,1,31699.0,1976,29723.0,0.811,13653,113,0.687,0.062 +789594108,Existing Customer,47,M,5,College,Single,$80K - $120K,Blue,41,1,1,3,3429.0,1779,1650.0,0.938,14107,99,0.65,0.519 +718764708,Existing Customer,45,M,3,Graduate,Unknown,$120K +,Blue,36,1,4,3,8858.0,1359,7499.0,0.741,14223,103,0.776,0.153 +820271208,Existing Customer,46,M,2,Graduate,Divorced,$60K - $80K,Blue,41,2,2,3,7064.0,1234,5830.0,0.955,13791,103,0.585,0.175 +708369633,Attrited Customer,34,F,3,Graduate,Married,Less than $40K,Gold,36,6,3,2,15487.0,1847,13640.0,0.943,7031,67,0.811,0.119 +712055433,Existing Customer,39,F,4,High School,Married,Less than $40K,Blue,36,2,2,1,3600.0,2072,1528.0,0.94,14137,116,0.966,0.576 +721114458,Existing Customer,46,M,4,College,Single,$120K +,Blue,36,1,2,2,34516.0,585,33931.0,0.802,14319,96,0.655,0.017 +714959358,Attrited Customer,50,M,3,High School,Married,$80K - $120K,Silver,36,5,3,3,34516.0,2292,32224.0,0.876,8045,71,0.868,0.066 +708396033,Existing Customer,45,F,2,Uneducated,Married,Less than $40K,Blue,27,1,2,2,2490.0,1059,1431.0,0.715,12257,101,0.772,0.425 +719593608,Attrited Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,2,1,33870.0,0,33870.0,0.872,7661,61,0.525,0.0 +715830558,Attrited Customer,50,M,2,Uneducated,Unknown,$120K +,Blue,38,6,2,1,34516.0,397,34119.0,0.914,7454,81,0.841,0.012 +716406483,Existing Customer,30,M,0,Unknown,Single,$60K - $80K,Blue,20,1,3,3,23760.0,1349,22411.0,0.961,13124,103,0.746,0.057 +714941358,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,36,2,3,6,4005.0,0,4005.0,0.896,7022,75,0.667,0.0 +716088783,Attrited Customer,60,M,0,College,Married,$80K - $120K,Blue,50,1,4,2,29239.0,0,29239.0,1.057,8169,65,0.585,0.0 +718458858,Attrited Customer,41,M,4,Graduate,Single,$80K - $120K,Silver,29,2,3,6,34516.0,0,34516.0,0.434,3526,53,0.828,0.0 +715754133,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,32,2,2,3,3391.0,1359,2032.0,0.662,13212,107,0.646,0.401 +715630983,Attrited Customer,31,F,0,Graduate,Single,Less than $40K,Blue,21,4,2,3,4598.0,0,4598.0,0.439,6317,77,0.833,0.0 +712768983,Attrited Customer,51,M,4,Graduate,Single,$80K - $120K,Silver,42,6,4,2,34516.0,230,34286.0,1.004,8629,65,0.548,0.007 +716881683,Attrited Customer,45,M,5,Uneducated,Married,$80K - $120K,Blue,34,2,3,3,3435.0,2517,918.0,0.332,5567,51,0.545,0.733 +711108408,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,36,2,1,1,17540.0,1337,16203.0,0.734,14244,96,0.6,0.076 +717565233,Existing Customer,51,M,3,Doctorate,Single,$80K - $120K,Blue,38,2,3,2,31346.0,1318,30028.0,0.862,13303,92,0.804,0.042 +789539058,Existing Customer,28,M,0,Uneducated,Single,Less than $40K,Blue,20,1,1,3,4342.0,893,3449.0,0.878,17064,116,0.758,0.206 +768643158,Existing Customer,44,F,5,Graduate,Divorced,Less than $40K,Blue,38,2,1,3,3842.0,2459,1383.0,0.691,13598,119,0.725,0.64 +721530633,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,36,1,1,1,3785.0,1329,2456.0,0.864,15209,104,0.891,0.351 +721188033,Existing Customer,48,M,5,College,Married,Less than $40K,Blue,39,2,3,1,6797.0,2239,4558.0,0.922,16171,112,0.778,0.329 +810261633,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,39,2,2,3,9682.0,1727,7955.0,0.88,14991,95,0.9,0.178 +717529233,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,30,4,3,2,3319.0,0,3319.0,0.262,4840,44,0.375,0.0 +719365233,Existing Customer,34,M,4,Unknown,Single,Less than $40K,Blue,23,1,3,2,7664.0,1785,5879.0,0.947,15077,126,0.8,0.233 +720943308,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Silver,36,1,1,2,30498.0,1990,28508.0,0.839,16202,120,0.791,0.065 +714425283,Existing Customer,50,F,2,High School,Married,Unknown,Blue,40,2,3,2,19962.0,0,19962.0,0.984,14703,119,0.859,0.0 +711794358,Attrited Customer,61,M,0,College,Single,$80K - $120K,Blue,50,2,4,3,21398.0,0,21398.0,0.695,3119,53,0.767,0.0 +719683158,Attrited Customer,56,F,2,Unknown,Married,Less than $40K,Blue,48,2,4,2,4746.0,0,4746.0,0.862,7154,66,1.062,0.0 +709406733,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,36,2,2,1,20434.0,1504,18930.0,0.725,13280,106,0.656,0.074 +708572658,Existing Customer,49,M,5,Graduate,Married,$60K - $80K,Silver,38,1,1,2,29531.0,2088,27443.0,0.843,15039,120,0.69,0.071 +714001008,Existing Customer,56,M,1,Uneducated,Divorced,$120K +,Blue,36,1,1,2,3730.0,0,3730.0,0.732,13997,102,0.619,0.0 +712833633,Existing Customer,41,M,2,Post-Graduate,Married,$40K - $60K,Blue,36,2,1,3,10688.0,653,10035.0,0.682,13866,98,0.508,0.061 +716260833,Attrited Customer,56,F,5,Unknown,Single,Less than $40K,Blue,36,6,3,5,4668.0,2517,2151.0,1.062,8331,63,0.853,0.539 +708863733,Existing Customer,35,M,3,Unknown,Single,$40K - $60K,Gold,19,1,1,3,22725.0,808,21917.0,0.779,13847,120,0.875,0.036 +717076458,Existing Customer,40,M,3,Unknown,Single,$40K - $60K,Blue,36,1,3,1,8155.0,1178,6977.0,0.829,14955,102,0.925,0.144 +712412958,Existing Customer,41,F,3,Doctorate,Married,$40K - $60K,Silver,33,1,1,2,18266.0,822,17444.0,0.875,14615,124,0.797,0.045 +720535008,Existing Customer,46,M,4,Uneducated,Single,$80K - $120K,Blue,36,1,2,3,10492.0,1094,9398.0,0.915,13764,104,0.733,0.104 +711578658,Existing Customer,56,F,2,High School,Married,$40K - $60K,Blue,49,1,3,3,6380.0,2517,3863.0,0.706,13945,97,1.064,0.395 +709373883,Existing Customer,37,F,5,Unknown,Married,$40K - $60K,Silver,36,1,1,2,19055.0,2517,16538.0,0.915,15091,124,0.676,0.132 +780730008,Existing Customer,51,M,2,College,Single,$120K +,Blue,36,2,2,2,3477.0,752,2725.0,0.703,13627,120,0.739,0.216 +824816358,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,32,2,3,2,3277.0,0,3277.0,0.84,14252,127,0.649,0.0 +716106108,Existing Customer,49,M,4,Post-Graduate,Married,$120K +,Silver,41,2,3,2,34516.0,0,34516.0,0.663,13376,129,0.72,0.0 +709807383,Existing Customer,35,F,2,Unknown,Married,Less than $40K,Blue,22,1,1,1,3616.0,1155,2461.0,0.727,15391,94,0.593,0.319 +716430933,Existing Customer,46,F,4,Unknown,Single,Less than $40K,Blue,36,2,1,2,3973.0,0,3973.0,0.89,13740,131,0.819,0.0 +789866133,Existing Customer,45,F,3,Graduate,Unknown,$40K - $60K,Blue,35,2,3,2,4318.0,2359,1959.0,0.993,12867,118,0.573,0.546 +718634058,Existing Customer,48,F,2,High School,Unknown,Unknown,Blue,31,2,2,1,7660.0,764,6896.0,0.877,14844,100,0.695,0.1 +715129983,Existing Customer,46,F,3,Graduate,Divorced,Unknown,Blue,36,1,3,2,3515.0,0,3515.0,0.876,15079,116,0.841,0.0 +717177783,Existing Customer,36,F,0,Unknown,Married,Less than $40K,Silver,19,1,2,3,13313.0,0,13313.0,1.08,15549,121,0.833,0.0 +719694408,Attrited Customer,30,F,1,College,Single,Less than $40K,Blue,36,4,3,6,4541.0,0,4541.0,0.976,7996,80,0.778,0.0 +806992533,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,44,2,1,1,8284.0,797,7487.0,0.824,13092,102,0.569,0.096 +718045008,Attrited Customer,31,M,0,Post-Graduate,Married,Less than $40K,Blue,21,1,2,2,3768.0,0,3768.0,0.799,6639,71,1.152,0.0 +711010683,Existing Customer,35,M,3,High School,Married,$40K - $60K,Blue,27,1,2,3,14382.0,1950,12432.0,0.578,12941,131,0.819,0.136 +714759708,Existing Customer,54,F,1,High School,Single,Unknown,Blue,36,2,2,3,10798.0,1378,9420.0,0.631,13681,105,0.81,0.128 +718801158,Existing Customer,49,M,3,Graduate,Single,$40K - $60K,Gold,36,2,2,2,23981.0,1408,22573.0,0.844,14455,96,0.846,0.059 +712256358,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,23,1,3,1,22729.0,1581,21148.0,1.025,13672,110,0.746,0.07 +779803008,Existing Customer,41,F,2,High School,Single,Unknown,Blue,30,2,2,1,27670.0,0,27670.0,0.645,13854,124,0.797,0.0 +710968008,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,26,2,1,2,3423.0,647,2776.0,0.73,14308,124,0.722,0.189 +771584658,Existing Customer,46,F,4,Unknown,Single,Unknown,Silver,34,1,2,3,33874.0,1473,32401.0,0.803,13753,98,0.849,0.043 +718102758,Existing Customer,61,F,0,High School,Married,Less than $40K,Blue,36,2,1,3,3175.0,1116,2059.0,0.978,14071,101,0.683,0.351 +811076883,Attrited Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,40,1,4,3,7979.0,0,7979.0,0.465,5056,63,0.853,0.0 +770970558,Existing Customer,41,M,2,Unknown,Single,$80K - $120K,Blue,28,1,2,3,13679.0,2267,11412.0,1.232,15180,103,0.689,0.166 +758863383,Existing Customer,47,F,2,Uneducated,Unknown,Less than $40K,Silver,36,1,3,2,14767.0,948,13819.0,0.999,13090,104,0.625,0.064 +716863458,Attrited Customer,44,M,2,Uneducated,Single,$80K - $120K,Silver,36,2,3,3,34516.0,569,33947.0,0.919,8570,68,0.789,0.016 +766821033,Attrited Customer,61,M,0,Unknown,Single,$120K +,Blue,46,6,3,3,4650.0,1162,3488.0,0.82,7976,74,1.056,0.25 +814590483,Existing Customer,45,F,2,Graduate,Married,$40K - $60K,Blue,40,1,3,3,3592.0,865,2727.0,0.663,12777,95,0.727,0.241 +773283108,Existing Customer,31,M,0,High School,Married,$60K - $80K,Silver,24,1,1,3,32535.0,1722,30813.0,0.856,15738,116,0.657,0.053 +721006458,Existing Customer,42,M,2,Unknown,Single,$120K +,Blue,35,2,1,3,3214.0,1471,1743.0,0.933,14557,114,0.652,0.458 +714615258,Attrited Customer,32,M,1,High School,Single,$40K - $60K,Blue,36,6,3,2,4819.0,2134,2685.0,0.834,9330,64,0.882,0.443 +788687133,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Blue,31,2,3,1,16433.0,0,16433.0,0.791,13678,125,0.736,0.0 +820108008,Existing Customer,49,M,4,Unknown,Married,$80K - $120K,Blue,44,2,3,3,12174.0,1361,10813.0,1.048,14743,121,0.729,0.112 +717781608,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,40,2,2,1,9230.0,1518,7712.0,0.774,14082,99,0.833,0.164 +720136458,Existing Customer,39,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,2,2,3,6867.0,776,6091.0,0.715,14119,97,0.764,0.113 +716247708,Existing Customer,51,M,4,College,Single,$120K +,Gold,33,2,2,2,34516.0,1848,32668.0,0.775,14149,103,0.689,0.054 +714968208,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,36,2,3,1,18046.0,0,18046.0,0.819,13758,104,0.677,0.0 +719913783,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,27,2,2,3,7680.0,1589,6091.0,0.688,13617,105,0.721,0.207 +720621408,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,36,2,3,2,7825.0,0,7825.0,0.724,14326,100,0.786,0.0 +721169883,Existing Customer,41,M,5,College,Married,$60K - $80K,Blue,31,1,3,2,5002.0,1945,3057.0,1.035,16161,109,0.787,0.389 +719324658,Existing Customer,27,M,0,College,Unknown,$80K - $120K,Silver,19,1,1,3,34516.0,1131,33385.0,0.715,14716,112,0.75,0.033 +714577233,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,41,2,3,1,4755.0,0,4755.0,0.776,15999,109,0.73,0.0 +712367658,Existing Customer,58,M,1,Uneducated,Single,$80K - $120K,Blue,40,1,3,0,22104.0,1783,20321.0,0.805,13830,112,0.806,0.081 +803655333,Existing Customer,53,M,2,Post-Graduate,Single,$60K - $80K,Silver,47,1,3,3,29038.0,2295,26743.0,0.657,12025,103,0.807,0.079 +710455608,Attrited Customer,40,M,3,High School,Single,$80K - $120K,Blue,36,2,3,2,4620.0,0,4620.0,0.654,6644,61,0.694,0.0 +711328458,Existing Customer,58,M,1,High School,Married,$80K - $120K,Blue,50,1,1,3,34516.0,1341,33175.0,0.812,13988,127,0.789,0.039 +708123033,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Silver,30,2,1,1,11463.0,0,11463.0,0.908,14511,105,0.721,0.0 +713514633,Attrited Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,50,2,4,2,6224.0,0,6224.0,0.801,8291,69,1.029,0.0 +710745633,Existing Customer,53,M,1,Unknown,Married,$120K +,Blue,36,2,3,3,19252.0,751,18501.0,0.814,14074,112,0.623,0.039 +710374008,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,47,1,1,2,34516.0,1583,32933.0,0.631,12906,100,0.639,0.046 +772166058,Existing Customer,31,M,1,Unknown,Single,$40K - $60K,Blue,20,1,2,3,3232.0,1564,1668.0,0.969,13142,112,0.75,0.484 +715017858,Existing Customer,44,M,2,Uneducated,Married,$120K +,Platinum,36,2,1,3,34516.0,1421,33095.0,0.744,14465,114,0.754,0.041 +717571683,Attrited Customer,47,F,4,Uneducated,Married,$40K - $60K,Gold,34,2,3,3,23981.0,0,23981.0,0.196,4536,61,0.605,0.0 +743420208,Existing Customer,47,F,2,College,Single,Less than $40K,Blue,40,2,2,2,4822.0,1882,2940.0,0.833,13816,121,0.891,0.39 +716201883,Existing Customer,46,M,2,Graduate,Unknown,$120K +,Silver,39,2,2,3,34516.0,1381,33135.0,0.949,14696,114,0.966,0.04 +714593883,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Silver,45,1,2,1,12100.0,1350,10750.0,0.854,13138,115,0.667,0.112 +711003483,Existing Customer,40,M,3,Unknown,Divorced,$60K - $80K,Blue,24,2,3,3,20466.0,1138,19328.0,0.868,15121,97,0.54,0.056 +819628158,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,37,2,3,1,17887.0,1821,16066.0,0.687,14544,116,1.148,0.102 +712021233,Attrited Customer,33,M,3,Graduate,Married,$60K - $80K,Blue,15,5,1,3,23399.0,0,23399.0,1.051,9356,74,0.85,0.0 +708573933,Existing Customer,45,F,2,Unknown,Single,Less than $40K,Silver,36,2,2,3,13026.0,789,12237.0,0.74,14747,100,0.724,0.061 +710758683,Existing Customer,61,F,1,Graduate,Unknown,$40K - $60K,Silver,48,2,3,3,15698.0,2000,13698.0,0.749,12980,82,0.64,0.127 +718288833,Existing Customer,31,M,1,Unknown,Married,$40K - $60K,Blue,36,1,3,3,5590.0,875,4715.0,0.86,14643,127,0.764,0.157 +708873183,Existing Customer,47,M,2,Post-Graduate,Single,$60K - $80K,Blue,39,1,3,2,17575.0,618,16957.0,0.917,15473,128,0.684,0.035 +766224933,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Blue,39,1,1,1,29528.0,1769,27759.0,0.771,14428,119,0.7,0.06 +771626283,Existing Customer,54,M,2,Post-Graduate,Married,$60K - $80K,Platinum,42,1,3,1,34516.0,1996,32520.0,0.988,15033,114,0.81,0.058 +712916958,Attrited Customer,55,F,2,Graduate,Married,Unknown,Blue,36,5,3,2,12494.0,0,12494.0,0.576,7026,69,0.917,0.0 +716124408,Attrited Customer,32,M,2,Graduate,Single,$120K +,Gold,22,2,2,3,34516.0,1692,32824.0,0.983,7486,64,0.73,0.049 +714128283,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Silver,40,2,3,2,13411.0,1736,11675.0,0.841,12493,113,0.738,0.129 +708163758,Existing Customer,41,M,3,Unknown,Married,$120K +,Blue,33,2,4,3,34516.0,638,33878.0,0.724,13085,139,0.675,0.018 +716979183,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,34,1,1,2,17646.0,1396,16250.0,0.851,15527,106,0.893,0.079 +716480358,Existing Customer,45,M,3,Uneducated,Single,$60K - $80K,Blue,36,2,2,1,11121.0,1296,9825.0,0.789,13814,81,1.025,0.117 +800758233,Attrited Customer,30,M,0,College,Single,$60K - $80K,Blue,24,6,2,2,4109.0,0,4109.0,0.949,8642,77,0.481,0.0 +720413658,Existing Customer,44,M,2,High School,Married,$120K +,Blue,31,2,1,3,6176.0,905,5271.0,0.805,15102,95,0.792,0.147 +715832058,Existing Customer,40,F,5,Graduate,Unknown,Less than $40K,Blue,36,2,2,3,4512.0,1172,3340.0,0.706,14414,98,0.815,0.26 +716323683,Existing Customer,31,M,0,Graduate,Married,$80K - $120K,Blue,36,2,3,3,32791.0,1607,31184.0,0.752,13177,106,0.738,0.049 +819616383,Existing Customer,40,F,3,Uneducated,Divorced,Less than $40K,Blue,35,2,3,3,4772.0,2004,2768.0,0.696,14748,118,0.761,0.42 +771069033,Existing Customer,56,M,1,Unknown,Unknown,$60K - $80K,Blue,43,2,2,3,10602.0,1083,9519.0,0.656,14084,91,0.75,0.102 +821241708,Attrited Customer,47,M,4,Unknown,Unknown,$80K - $120K,Blue,42,1,4,1,7953.0,0,7953.0,1.031,8670,74,0.574,0.0 +716987358,Attrited Customer,29,M,0,Post-Graduate,Divorced,$60K - $80K,Blue,15,2,1,3,8022.0,0,8022.0,0.381,5660,59,0.735,0.0 +710300733,Existing Customer,38,M,3,High School,Single,$120K +,Blue,27,2,4,1,34516.0,0,34516.0,0.919,13781,106,0.797,0.0 +712497783,Existing Customer,56,F,2,Unknown,Married,Less than $40K,Blue,48,1,2,3,9092.0,1363,7729.0,0.83,14779,94,0.843,0.15 +709259958,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,44,1,3,2,5541.0,2517,3024.0,0.879,9195,73,0.825,0.454 +716296833,Existing Customer,56,M,0,Doctorate,Single,$80K - $120K,Blue,47,2,1,2,7204.0,0,7204.0,0.803,14042,113,0.766,0.0 +715728108,Existing Customer,27,F,0,Graduate,Unknown,Less than $40K,Blue,36,1,1,2,4548.0,1450,3098.0,0.844,14330,131,0.638,0.319 +771507258,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,26,1,2,1,3860.0,1175,2685.0,0.734,14474,118,0.71,0.304 +713758758,Existing Customer,48,M,2,High School,Married,Less than $40K,Silver,36,2,2,2,14581.0,2517,12064.0,0.776,17628,109,0.817,0.173 +779809908,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,34,2,2,2,3084.0,0,3084.0,0.861,12739,96,0.882,0.0 +816310158,Existing Customer,49,M,4,Uneducated,Unknown,$60K - $80K,Blue,44,1,3,2,12375.0,2263,10112.0,1.044,14500,106,0.582,0.183 +780349833,Existing Customer,36,M,2,College,Married,$40K - $60K,Gold,23,1,1,3,23981.0,0,23981.0,0.827,15236,120,0.875,0.0 +818235408,Existing Customer,30,M,0,College,Married,$60K - $80K,Blue,25,2,3,1,19534.0,0,19534.0,0.616,15634,118,0.639,0.0 +709213458,Attrited Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,1,3,2,22993.0,0,22993.0,1.004,7867,75,0.786,0.0 +719634408,Existing Customer,51,M,2,Unknown,Single,$120K +,Silver,31,2,2,2,34516.0,585,33931.0,0.875,13534,104,0.825,0.017 +709934808,Existing Customer,59,M,1,Unknown,Single,$40K - $60K,Silver,51,2,2,1,15164.0,1071,14093.0,0.9,13062,103,0.717,0.071 +712238958,Existing Customer,45,M,4,Graduate,Married,Less than $40K,Blue,36,1,2,3,7231.0,1047,6184.0,0.947,15571,115,0.797,0.145 +711813258,Existing Customer,56,M,2,College,Single,$60K - $80K,Gold,43,2,1,2,34516.0,2022,32494.0,0.761,13633,116,0.785,0.059 +789983133,Existing Customer,31,M,2,Graduate,Unknown,$80K - $120K,Silver,22,2,3,2,34516.0,1780,32736.0,0.839,14185,98,0.69,0.052 +792139308,Existing Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,42,1,2,3,9215.0,639,8576.0,0.646,13345,114,0.754,0.069 +718123608,Existing Customer,32,M,2,Graduate,Married,$80K - $120K,Blue,36,2,1,2,25438.0,1907,23531.0,0.741,16485,104,0.793,0.075 +715369008,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,1,2,2,3759.0,0,3759.0,0.722,15331,106,0.767,0.0 +717556758,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,36,1,2,3,3029.0,2267,762.0,0.842,14934,113,0.823,0.748 +718252533,Attrited Customer,30,F,0,Graduate,Divorced,Less than $40K,Blue,18,5,1,1,4203.0,996,3207.0,0.705,7292,68,0.7,0.237 +716340783,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,1,1,2,21526.0,1320,20206.0,0.762,14441,105,0.875,0.061 +717898758,Attrited Customer,55,F,2,Graduate,Married,Less than $40K,Silver,45,6,3,3,12207.0,0,12207.0,0.319,5838,74,1.056,0.0 +825743583,Existing Customer,39,F,2,Graduate,Single,Unknown,Silver,35,1,3,3,32089.0,1971,30118.0,0.671,13796,121,0.833,0.061 +717711108,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,27,1,2,2,3541.0,1042,2499.0,0.774,14511,123,0.708,0.294 +789791808,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,32,2,2,2,7139.0,1512,5627.0,1.106,14802,112,0.75,0.212 +807971658,Existing Customer,47,F,3,Unknown,Married,Less than $40K,Blue,42,1,2,3,3669.0,2517,1152.0,0.83,13931,112,0.836,0.686 +770220558,Attrited Customer,57,M,3,Unknown,Single,$60K - $80K,Blue,51,1,6,1,5859.0,0,5859.0,0.914,8004,82,0.708,0.0 +818239983,Existing Customer,53,M,2,Unknown,Divorced,$80K - $120K,Blue,48,2,1,2,15594.0,1590,14004.0,0.679,13016,118,0.616,0.102 +712544358,Existing Customer,48,M,3,Graduate,Married,$120K +,Gold,36,1,4,2,34516.0,1823,32693.0,1.062,15552,108,0.831,0.053 +720306408,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,41,2,3,2,6704.0,0,6704.0,0.856,12576,103,0.776,0.0 +721488858,Existing Customer,53,M,3,Uneducated,Married,$60K - $80K,Silver,38,1,3,2,32417.0,871,31546.0,0.911,14381,121,0.862,0.027 +710771433,Existing Customer,48,M,1,Graduate,Single,$80K - $120K,Blue,36,1,3,1,2754.0,2152,602.0,0.821,13991,125,0.761,0.781 +708662583,Attrited Customer,41,M,3,Unknown,Married,$60K - $80K,Silver,29,1,3,4,27945.0,0,27945.0,0.902,8345,70,1.059,0.0 +717663033,Existing Customer,51,M,2,Uneducated,Single,$120K +,Blue,35,1,2,2,34516.0,1068,33448.0,0.966,16428,123,0.809,0.031 +721524858,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,37,1,2,3,7098.0,1829,5269.0,0.557,13139,102,0.789,0.258 +788778033,Existing Customer,39,F,2,College,Single,Less than $40K,Silver,20,1,2,3,12338.0,1277,11061.0,0.828,15869,109,0.758,0.104 +708649683,Existing Customer,51,M,2,High School,Single,$60K - $80K,Blue,42,1,3,2,16703.0,1140,15563.0,0.555,15472,122,0.768,0.068 +708770883,Existing Customer,43,M,2,Uneducated,Married,$80K - $120K,Blue,24,2,2,2,16667.0,1463,15204.0,0.803,15301,115,0.797,0.088 +708152358,Attrited Customer,54,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,36,1,3,2,18512.0,1664,16848.0,0.889,8019,57,0.583,0.09 +719210133,Existing Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,35,2,3,1,14131.0,1333,12798.0,0.767,12779,103,0.689,0.094 +714690633,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,1,3276.0,1474,1802.0,0.759,14212,116,0.681,0.45 +719719158,Existing Customer,38,M,4,Post-Graduate,Single,$80K - $120K,Silver,36,1,3,1,34516.0,1435,33081.0,0.865,15584,114,0.839,0.042 +712690458,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,28,1,1,2,3629.0,1891,1738.0,0.917,15982,113,0.687,0.521 +718758783,Existing Customer,44,F,4,Unknown,Single,Less than $40K,Silver,36,2,3,3,13067.0,1943,11124.0,0.85,15172,118,1.034,0.149 +716947083,Existing Customer,32,M,3,High School,Single,$40K - $60K,Blue,36,2,2,1,3845.0,1871,1974.0,0.847,14593,110,0.803,0.487 +709075533,Attrited Customer,41,M,5,Uneducated,Single,$80K - $120K,Blue,32,4,3,3,12094.0,0,12094.0,0.995,8607,90,0.957,0.0 +712952283,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,35,1,1,2,34516.0,1638,32878.0,0.761,14474,121,0.833,0.047 +718799958,Existing Customer,60,F,1,Graduate,Married,Unknown,Blue,52,2,3,3,13312.0,1974,11338.0,0.898,14336,106,0.656,0.148 +718663983,Existing Customer,38,F,1,Doctorate,Single,Less than $40K,Blue,36,2,2,2,3466.0,2517,949.0,0.699,13140,94,0.709,0.726 +789550458,Existing Customer,59,M,0,High School,Single,$40K - $60K,Silver,52,1,2,1,15223.0,1729,13494.0,0.863,14230,111,0.79,0.114 +708226833,Existing Customer,53,M,1,High School,Married,$120K +,Gold,44,1,6,3,34516.0,831,33685.0,0.727,13247,107,0.754,0.024 +714361083,Attrited Customer,40,F,2,College,Single,Less than $40K,Blue,36,4,2,3,5989.0,0,5989.0,0.311,5843,60,0.176,0.0 +714608583,Attrited Customer,45,M,5,High School,Divorced,$120K +,Blue,36,2,3,2,5287.0,0,5287.0,0.841,8392,69,0.683,0.0 +710775483,Existing Customer,53,M,1,High School,Unknown,$40K - $60K,Blue,43,2,1,3,9060.0,0,9060.0,0.775,14305,102,0.645,0.0 +709410033,Existing Customer,56,M,2,High School,Unknown,$80K - $120K,Blue,36,1,1,1,4731.0,831,3900.0,0.96,14952,118,0.788,0.176 +717173358,Existing Customer,60,F,0,Graduate,Single,$40K - $60K,Blue,47,1,2,3,9502.0,1881,7621.0,0.717,14418,100,0.754,0.198 +719773158,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,3,0,29738.0,2370,27368.0,0.806,14270,97,0.902,0.08 +771292233,Existing Customer,48,F,1,Unknown,Single,Less than $40K,Blue,36,1,1,2,3918.0,813,3105.0,1.149,15867,103,1.06,0.208 +756371058,Existing Customer,58,F,1,Unknown,Married,Less than $40K,Blue,40,1,2,3,3944.0,1006,2938.0,0.782,15315,124,0.851,0.255 +709476033,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,48,2,1,2,6577.0,1800,4777.0,0.786,14229,120,0.69,0.274 +770560683,Existing Customer,51,M,1,Graduate,Married,$120K +,Gold,37,2,3,1,34516.0,2417,32099.0,0.947,13021,117,0.625,0.07 +788766933,Existing Customer,46,M,2,Post-Graduate,Married,$80K - $120K,Blue,26,1,3,1,34516.0,714,33802.0,0.883,14279,97,0.764,0.021 +713550483,Existing Customer,45,M,4,Graduate,Unknown,$60K - $80K,Blue,33,1,5,1,8670.0,1930,6740.0,0.933,13767,96,0.655,0.223 +709928358,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,20,1,2,2,32554.0,0,32554.0,0.872,8528,87,1.122,0.0 +713895633,Existing Customer,56,F,1,High School,Unknown,$40K - $60K,Blue,36,2,1,3,8331.0,0,8331.0,0.705,14324,103,0.689,0.0 +720471108,Existing Customer,34,F,4,High School,Single,Unknown,Silver,26,2,2,2,32056.0,1668,30388.0,0.771,12595,106,0.683,0.052 +718192608,Existing Customer,48,M,3,Uneducated,Married,$60K - $80K,Blue,36,1,1,2,15524.0,1148,14376.0,0.829,13819,106,0.71,0.074 +805485933,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,40,2,1,3,4010.0,2517,1493.0,0.71,14354,101,0.629,0.628 +712517808,Existing Customer,42,M,5,High School,Married,$60K - $80K,Blue,36,2,4,3,3275.0,1525,1750.0,0.749,14830,112,0.697,0.466 +780604083,Existing Customer,49,M,1,Unknown,Single,$60K - $80K,Blue,37,1,2,2,18349.0,1209,17140.0,0.738,16422,110,0.803,0.066 +715311183,Existing Customer,35,M,2,Post-Graduate,Single,$60K - $80K,Blue,24,2,3,1,3388.0,1659,1729.0,0.842,13557,100,0.724,0.49 +712265508,Attrited Customer,32,M,0,Post-Graduate,Single,$40K - $60K,Blue,14,1,1,3,4015.0,0,4015.0,1.045,8363,65,0.806,0.0 +715051608,Attrited Customer,34,M,2,High School,Single,$60K - $80K,Blue,36,2,3,2,9719.0,2517,7202.0,0.906,9183,51,0.7,0.259 +757786608,Existing Customer,33,M,2,Post-Graduate,Single,$80K - $120K,Blue,24,2,3,2,4178.0,2463,1715.0,0.815,16216,107,0.814,0.59 +714303483,Existing Customer,40,M,2,College,Married,$40K - $60K,Gold,31,1,2,1,3735.0,1474,2261.0,0.798,15039,130,0.757,0.395 +718728108,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Silver,30,1,3,1,29856.0,1576,28280.0,0.8,14887,119,0.545,0.053 +710019933,Existing Customer,29,M,1,Uneducated,Single,$40K - $60K,Blue,22,2,3,3,11522.0,1203,10319.0,0.847,13720,119,0.831,0.104 +812453283,Existing Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,37,2,2,3,3161.0,1788,1373.0,0.865,13692,117,0.828,0.566 +717439983,Attrited Customer,48,M,2,Graduate,Married,$80K - $120K,Blue,28,1,3,3,14774.0,2517,12257.0,0.979,8293,63,0.703,0.17 +714391683,Attrited Customer,39,M,4,Unknown,Married,$60K - $80K,Gold,36,4,3,2,34516.0,2517,31999.0,0.841,8248,66,0.65,0.073 +827901183,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,47,2,2,1,5118.0,980,4138.0,0.786,14593,109,0.627,0.191 +708841233,Attrited Customer,41,M,2,College,Married,$80K - $120K,Blue,33,2,3,3,14682.0,2517,12165.0,1.041,8193,72,0.846,0.171 +710663508,Existing Customer,42,M,4,Uneducated,Married,$40K - $60K,Blue,33,1,2,2,3108.0,2280,828.0,0.844,14763,99,0.8,0.734 +716439258,Existing Customer,32,M,3,Graduate,Married,$60K - $80K,Blue,36,1,1,1,3223.0,1413,1810.0,1.009,13648,103,0.635,0.438 +719610708,Existing Customer,43,M,1,Graduate,Married,$120K +,Blue,34,5,1,3,28612.0,2517,26095.0,0.712,14727,105,0.641,0.088 +715026258,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Silver,37,1,1,1,6224.0,777,5447.0,0.743,13503,112,0.623,0.125 +711706458,Existing Customer,44,M,4,Doctorate,Married,$80K - $120K,Blue,27,1,2,1,24134.0,1290,22844.0,0.814,13311,110,0.642,0.053 +712180308,Existing Customer,36,M,4,High School,Single,$120K +,Blue,36,1,3,3,27929.0,1898,26031.0,0.725,14755,123,0.732,0.068 +802622733,Existing Customer,44,F,4,Uneducated,Single,$40K - $60K,Blue,34,1,3,3,3657.0,0,3657.0,0.785,14802,95,0.667,0.0 +778832883,Existing Customer,47,F,3,Post-Graduate,Married,Less than $40K,Blue,28,1,3,1,8257.0,961,7296.0,0.741,13769,104,0.857,0.116 +788671608,Existing Customer,45,F,4,College,Single,$40K - $60K,Gold,30,1,2,1,23051.0,1836,21215.0,0.743,14393,107,0.814,0.08 +718023708,Existing Customer,53,F,2,Uneducated,Single,$40K - $60K,Blue,42,2,1,3,14839.0,2226,12613.0,0.828,14625,115,0.769,0.15 +718692258,Existing Customer,43,M,3,Unknown,Married,$60K - $80K,Blue,34,1,3,1,3755.0,1591,2164.0,0.883,14402,110,0.803,0.424 +718357458,Existing Customer,48,M,5,Unknown,Single,$60K - $80K,Blue,36,2,3,0,3862.0,0,3862.0,0.807,15282,125,0.712,0.0 +714003483,Existing Customer,37,M,1,Doctorate,Unknown,$60K - $80K,Blue,36,1,3,1,7539.0,0,7539.0,1.023,15293,129,0.743,0.0 +713632983,Attrited Customer,43,M,4,High School,Married,$80K - $120K,Blue,35,2,3,2,10588.0,503,10085.0,0.918,7886,70,0.75,0.048 +711008508,Existing Customer,59,M,2,Graduate,Single,$40K - $60K,Blue,50,2,1,2,11808.0,0,11808.0,0.813,13751,113,0.823,0.0 +815230458,Existing Customer,31,M,1,High School,Divorced,$40K - $60K,Silver,26,1,1,3,15504.0,1277,14227.0,0.612,14181,126,0.615,0.082 +719612583,Attrited Customer,52,F,4,Uneducated,Divorced,Unknown,Blue,42,4,4,1,12091.0,0,12091.0,0.898,8127,74,0.805,0.0 +709514433,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,33,2,1,1,13818.0,609,13209.0,0.787,13209,101,0.656,0.044 +815826708,Existing Customer,53,F,2,Unknown,Married,$40K - $60K,Blue,48,2,3,3,4442.0,1107,3335.0,0.822,14437,109,0.912,0.249 +815520333,Existing Customer,55,M,3,High School,Married,$60K - $80K,Blue,50,2,1,2,5282.0,1144,4138.0,0.8,13513,115,0.597,0.217 +718661958,Existing Customer,41,M,3,College,Married,$80K - $120K,Blue,28,1,1,3,34516.0,1617,32899.0,0.625,13083,93,0.722,0.047 +788980983,Existing Customer,55,M,1,High School,Single,$80K - $120K,Blue,42,1,4,2,34516.0,1583,32933.0,0.824,12192,112,0.672,0.046 +721171008,Existing Customer,31,F,1,Unknown,Married,Less than $40K,Silver,36,2,3,1,10353.0,1520,8833.0,0.724,15028,124,0.746,0.147 +714682233,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,43,1,4,1,9959.0,0,9959.0,0.751,14948,125,0.866,0.0 +720736608,Existing Customer,42,M,2,Graduate,Married,$60K - $80K,Blue,36,2,2,1,6280.0,2181,4099.0,0.795,14109,92,0.878,0.347 +718333983,Attrited Customer,57,M,4,Unknown,Divorced,$120K +,Blue,36,2,2,3,13694.0,2219,11475.0,1.078,9040,63,0.8,0.162 +772207683,Existing Customer,34,M,2,Graduate,Single,Less than $40K,Blue,23,1,3,2,8940.0,1518,7422.0,0.726,14459,97,0.702,0.17 +714794133,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,45,2,3,1,6546.0,1908,4638.0,0.697,14103,112,0.672,0.291 +756639708,Existing Customer,46,F,2,Unknown,Married,Unknown,Silver,39,1,1,2,32587.0,992,31595.0,1.139,15958,113,0.687,0.03 +713686008,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Blue,25,1,1,1,11474.0,0,11474.0,0.628,13041,98,0.661,0.0 +713475633,Existing Customer,40,M,5,Unknown,Single,$120K +,Silver,31,1,3,3,34516.0,2203,32313.0,0.728,14204,96,0.92,0.064 +717518733,Attrited Customer,56,F,2,High School,Married,Less than $40K,Blue,46,4,3,3,9463.0,764,8699.0,0.994,7106,61,0.906,0.081 +712532058,Existing Customer,44,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,1,1,2,12552.0,1405,11147.0,0.702,15508,95,0.792,0.112 +789666333,Existing Customer,39,M,2,Graduate,Single,$60K - $80K,Blue,24,2,3,2,21679.0,1073,20606.0,0.745,15581,115,0.797,0.049 +711422358,Existing Customer,42,M,5,Post-Graduate,Unknown,$40K - $60K,Blue,36,1,2,2,10531.0,2330,8201.0,0.757,14955,118,0.662,0.221 +708510858,Existing Customer,60,F,1,Uneducated,Single,Less than $40K,Blue,47,1,3,2,4905.0,2413,2492.0,0.853,15478,109,0.73,0.492 +767023308,Existing Customer,35,M,3,College,Unknown,$80K - $120K,Silver,29,2,2,2,34516.0,0,34516.0,0.758,12847,106,0.738,0.0 +789289383,Existing Customer,42,M,3,Graduate,Single,$80K - $120K,Silver,31,2,2,3,34516.0,2120,32396.0,0.9,14626,97,0.644,0.061 +708805908,Attrited Customer,30,M,2,Graduate,Married,Less than $40K,Silver,18,1,1,3,10017.0,726,9291.0,0.924,9299,68,0.619,0.072 +710155158,Attrited Customer,37,M,2,Uneducated,Unknown,$80K - $120K,Blue,18,1,1,2,31832.0,518,31314.0,0.972,10201,59,0.788,0.016 +713330133,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,19,2,3,2,5843.0,1346,4497.0,0.641,13299,95,0.863,0.23 +714403983,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,36,2,2,1,34427.0,1613,32814.0,0.704,13545,112,0.672,0.047 +720353808,Attrited Customer,34,M,3,High School,Unknown,$80K - $120K,Silver,21,1,2,3,34516.0,0,34516.0,0.794,9177,50,1.083,0.0 +710362233,Existing Customer,48,M,3,Unknown,Unknown,$80K - $120K,Platinum,40,1,2,3,34516.0,1723,32793.0,0.628,13853,98,0.782,0.05 +771484908,Existing Customer,31,M,0,Graduate,Divorced,$80K - $120K,Silver,19,1,3,3,34516.0,1984,32532.0,0.757,14969,96,0.811,0.057 +717047583,Attrited Customer,47,F,3,Doctorate,Married,Less than $40K,Blue,35,2,3,2,4779.0,2517,2262.0,0.929,8912,63,0.658,0.527 +715694433,Existing Customer,51,M,1,Unknown,Single,$60K - $80K,Blue,22,2,3,3,4248.0,1177,3071.0,0.821,13958,116,0.785,0.277 +793456983,Existing Customer,43,M,0,Post-Graduate,Single,$40K - $60K,Blue,37,1,2,3,7872.0,989,6883.0,0.809,13746,104,0.733,0.126 +715742658,Existing Customer,41,F,3,Graduate,Unknown,Less than $40K,Blue,13,1,3,2,6077.0,1421,4656.0,0.739,12489,97,0.764,0.234 +715518783,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,36,2,3,1,3882.0,2029,1853.0,0.751,13980,128,0.707,0.523 +779514558,Existing Customer,41,F,2,High School,Married,Less than $40K,Blue,24,1,1,1,7207.0,1645,5562.0,0.969,13730,96,0.745,0.228 +720017958,Existing Customer,48,F,4,Unknown,Single,$40K - $60K,Blue,36,1,1,2,6121.0,1679,4442.0,0.705,14224,117,0.887,0.274 +712895733,Attrited Customer,40,M,4,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,34516.0,572,33944.0,1.05,8659,81,1.077,0.017 +719039283,Existing Customer,32,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,3535.0,1964,1571.0,0.661,14080,85,0.809,0.556 +719629308,Attrited Customer,55,F,2,Unknown,Single,Unknown,Silver,37,2,2,3,34516.0,1783,32733.0,0.821,8472,80,0.739,0.052 +754443033,Attrited Customer,50,M,1,Graduate,Single,$80K - $120K,Silver,43,6,3,3,34516.0,432,34084.0,0.807,9045,72,1.0,0.013 +716159958,Existing Customer,49,M,2,Unknown,Married,$60K - $80K,Blue,36,2,1,2,6224.0,1329,4895.0,0.74,14238,93,0.755,0.214 +712195383,Existing Customer,37,F,0,Doctorate,Single,Less than $40K,Blue,36,2,2,3,9178.0,1585,7593.0,0.617,14932,110,0.803,0.173 +822885033,Existing Customer,31,M,1,High School,Married,$60K - $80K,Blue,24,2,1,3,4328.0,1493,2835.0,0.651,14731,120,0.765,0.345 +716543433,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,36,1,2,2,9959.0,1049,8910.0,0.976,15195,99,0.941,0.105 +717403158,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Blue,47,1,2,2,9634.0,2076,7558.0,0.876,14218,102,0.759,0.215 +826065258,Existing Customer,35,F,2,Unknown,Divorced,Unknown,Blue,31,2,2,2,19033.0,1555,17478.0,1.001,16033,116,0.812,0.082 +709397508,Existing Customer,48,M,1,Uneducated,Married,$60K - $80K,Blue,39,2,3,1,8624.0,1709,6915.0,0.967,15738,111,0.82,0.198 +720748608,Attrited Customer,44,M,3,Graduate,Divorced,$40K - $60K,Blue,32,1,2,2,3575.0,0,3575.0,0.843,7672,66,0.737,0.0 +709823733,Attrited Customer,44,F,2,Graduate,Unknown,$40K - $60K,Blue,34,2,3,3,5508.0,0,5508.0,0.89,7507,78,0.733,0.0 +713542908,Existing Customer,31,M,2,Graduate,Single,Less than $40K,Blue,19,1,2,3,5871.0,1829,4042.0,0.81,15645,117,0.746,0.312 +720512433,Attrited Customer,56,M,1,Uneducated,Single,$60K - $80K,Blue,36,6,4,3,15219.0,2281,12938.0,0.832,7625,78,0.95,0.15 +713671158,Existing Customer,46,M,2,Uneducated,Single,$120K +,Blue,32,2,3,1,34516.0,2328,32188.0,0.855,15754,121,0.729,0.067 +802449933,Existing Customer,29,M,1,Uneducated,Married,$40K - $60K,Blue,23,1,3,1,8147.0,1750,6397.0,0.751,14912,114,0.869,0.215 +716723658,Existing Customer,37,F,2,Post-Graduate,Single,Less than $40K,Blue,28,1,3,1,3525.0,1519,2006.0,0.685,13625,110,1.0,0.431 +710451708,Existing Customer,32,M,1,Graduate,Married,$40K - $60K,Blue,24,1,1,2,9711.0,972,8739.0,0.647,14926,115,0.742,0.1 +809540733,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,47,1,1,1,11358.0,1425,9933.0,0.611,14327,92,0.673,0.125 +716372358,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,47,1,2,1,6765.0,0,6765.0,0.739,14133,124,0.771,0.0 +710162133,Attrited Customer,41,M,4,Graduate,Married,$80K - $120K,Blue,36,1,3,6,4725.0,1253,3472.0,1.008,9134,77,0.974,0.265 +710878308,Attrited Customer,50,F,4,Graduate,Single,Less than $40K,Blue,37,1,2,3,3699.0,913,2786.0,0.866,7297,71,0.69,0.247 +710262408,Existing Customer,29,M,1,Graduate,Married,$80K - $120K,Silver,36,1,2,1,34516.0,1666,32850.0,0.82,13971,116,0.812,0.048 +713975433,Existing Customer,32,F,0,High School,Divorced,Less than $40K,Blue,25,2,3,0,8851.0,1753,7098.0,0.627,14783,110,0.864,0.198 +771244383,Existing Customer,52,F,1,College,Unknown,Less than $40K,Blue,39,1,2,1,8506.0,0,8506.0,0.719,14289,113,0.638,0.0 +710405808,Existing Customer,48,M,2,Graduate,Divorced,Less than $40K,Blue,36,1,3,2,3442.0,1229,2213.0,0.81,14618,100,0.724,0.357 +715542783,Existing Customer,33,F,2,Graduate,Married,Less than $40K,Blue,24,1,3,2,3731.0,0,3731.0,0.767,13234,92,0.84,0.0 +815840283,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,46,1,6,3,7744.0,1893,5851.0,0.813,16059,124,0.722,0.244 +788908308,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,32,2,3,2,5972.0,0,5972.0,0.606,14227,116,0.706,0.0 +789394833,Existing Customer,47,M,2,Unknown,Divorced,$80K - $120K,Blue,37,1,2,2,21714.0,1969,19745.0,0.944,13270,104,0.625,0.091 +712609533,Existing Customer,32,M,1,Uneducated,Single,$80K - $120K,Blue,15,2,2,1,3371.0,1530,1841.0,0.828,13432,118,0.815,0.454 +710237283,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,38,2,1,1,9546.0,960,8586.0,0.71,14211,111,0.657,0.101 +770766633,Existing Customer,28,F,1,Post-Graduate,Single,Less than $40K,Blue,14,2,3,3,3848.0,0,3848.0,0.841,14054,105,0.694,0.0 +823837158,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,40,1,3,1,9199.0,1230,7969.0,0.591,15367,123,0.685,0.134 +712123008,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,31,2,3,1,13381.0,1845,11536.0,0.883,14532,116,0.871,0.138 +711727083,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Blue,36,2,1,3,2833.0,1622,1211.0,0.951,14341,101,0.712,0.573 +720033033,Existing Customer,53,F,2,Post-Graduate,Single,Unknown,Blue,41,2,2,3,15101.0,1396,13705.0,0.692,13545,96,0.655,0.092 +787723758,Existing Customer,58,F,3,Unknown,Married,Less than $40K,Blue,48,2,1,2,3603.0,1465,2138.0,0.63,14235,101,0.656,0.407 +770926158,Existing Customer,51,F,0,Doctorate,Single,Less than $40K,Blue,38,2,2,2,4132.0,2517,1615.0,0.786,13820,129,0.697,0.609 +711360783,Existing Customer,39,F,0,College,Single,Less than $40K,Blue,36,1,2,2,4366.0,1870,2496.0,0.814,15451,127,0.764,0.428 +708285108,Existing Customer,42,M,4,Graduate,Single,$40K - $60K,Blue,36,1,1,2,6128.0,2239,3889.0,0.768,13505,116,0.681,0.365 +713390433,Attrited Customer,44,M,3,Graduate,Unknown,$60K - $80K,Gold,29,2,3,2,34516.0,2517,31999.0,0.579,6782,67,0.763,0.073 +718096608,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,30,1,2,3,6882.0,1930,4952.0,0.915,13836,113,0.766,0.28 +719094333,Existing Customer,46,M,4,Uneducated,Married,$80K - $120K,Blue,33,1,2,1,13490.0,1567,11923.0,0.795,13159,105,0.75,0.116 +813764283,Existing Customer,39,M,3,High School,Married,$80K - $120K,Blue,34,2,1,2,17978.0,1820,16158.0,0.85,15657,114,0.81,0.101 +713398158,Existing Customer,45,M,3,Post-Graduate,Married,$40K - $60K,Blue,30,2,2,2,3821.0,1673,2148.0,0.869,15005,89,0.712,0.438 +711227883,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,21,2,3,3,3624.0,1641,1983.0,0.833,15824,121,0.779,0.453 +810040908,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,37,1,3,1,3787.0,824,2963.0,0.809,16220,120,0.69,0.218 +772640808,Existing Customer,38,F,1,College,Single,Less than $40K,Blue,28,2,2,2,4623.0,1366,3257.0,0.776,14730,118,0.735,0.295 +784907658,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,30,2,1,2,4343.0,2220,2123.0,1.045,14463,119,0.776,0.511 +794692158,Existing Customer,43,F,3,High School,Unknown,$40K - $60K,Silver,25,1,2,1,17328.0,0,17328.0,0.82,15367,105,0.641,0.0 +718383183,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,39,2,1,1,3803.0,2437,1366.0,0.809,14397,117,0.746,0.641 +721156758,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,44,1,2,1,23889.0,603,23286.0,0.792,13360,124,0.968,0.025 +811793433,Existing Customer,50,F,3,Graduate,Divorced,Unknown,Silver,45,2,1,2,34516.0,2381,32135.0,0.748,15071,103,0.717,0.069 +712010358,Attrited Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,36,2,3,2,3999.0,0,3999.0,0.938,7567,76,0.652,0.0 +719420058,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,26,1,2,1,11782.0,2177,9605.0,0.875,16605,110,0.692,0.185 +809459733,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,38,2,1,2,3220.0,0,3220.0,0.782,13339,90,0.698,0.0 +798783858,Existing Customer,48,F,3,Unknown,Unknown,$40K - $60K,Blue,42,2,1,1,9742.0,2517,7225.0,0.692,13082,92,0.804,0.258 +711432258,Attrited Customer,55,M,3,Graduate,Single,$60K - $80K,Blue,46,2,4,2,4178.0,0,4178.0,0.882,7914,54,0.862,0.0 +721294533,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,34,1,1,1,34516.0,738,33778.0,0.719,15143,121,0.635,0.021 +718425333,Existing Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,32,1,1,3,26819.0,1657,25162.0,0.816,14450,111,0.762,0.062 +714294183,Attrited Customer,54,M,1,Graduate,Divorced,$80K - $120K,Blue,44,1,3,3,9580.0,132,9448.0,0.32,5385,51,0.308,0.014 +714637908,Existing Customer,47,F,4,Unknown,Single,Less than $40K,Blue,36,2,2,1,7940.0,1669,6271.0,0.696,15445,118,0.934,0.21 +712341933,Existing Customer,39,M,1,Graduate,Single,$60K - $80K,Gold,36,1,3,2,34516.0,1662,32854.0,0.751,13578,105,0.615,0.048 +708332808,Existing Customer,47,M,2,Uneducated,Married,$40K - $60K,Blue,39,2,2,2,3471.0,0,3471.0,0.871,14381,115,0.742,0.0 +708354858,Attrited Customer,51,M,2,Unknown,Single,$120K +,Blue,42,2,4,2,14938.0,0,14938.0,0.758,8192,80,0.778,0.0 +766649283,Existing Customer,49,F,3,Graduate,Divorced,Unknown,Blue,42,2,2,3,14072.0,1917,12155.0,0.653,13432,107,0.981,0.136 +817951083,Existing Customer,58,F,1,Unknown,Married,$40K - $60K,Silver,53,1,3,3,15928.0,1527,14401.0,0.838,14678,125,0.712,0.096 +708301683,Attrited Customer,40,M,2,Uneducated,Married,$80K - $120K,Blue,30,6,2,3,20798.0,1059,19739.0,1.049,8038,90,0.837,0.051 +713655108,Existing Customer,60,F,1,Graduate,Single,Less than $40K,Blue,45,2,3,1,9752.0,1423,8329.0,0.872,14220,108,0.964,0.146 +714560358,Existing Customer,53,M,1,Unknown,Single,$40K - $60K,Blue,45,1,2,1,3234.0,1514,1720.0,0.846,13803,100,0.695,0.468 +712113558,Attrited Customer,45,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,3,24844.0,1273,23571.0,0.437,6549,75,0.974,0.051 +710603958,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,36,2,1,3,3090.0,0,3090.0,0.769,14198,101,0.804,0.0 +720597108,Attrited Customer,48,F,3,Post-Graduate,Divorced,Less than $40K,Blue,36,5,3,1,9943.0,2138,7805.0,0.949,8325,54,1.0,0.215 +713810658,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,36,1,2,3,3384.0,799,2585.0,0.737,13152,100,0.754,0.236 +721519908,Existing Customer,29,F,1,Uneducated,Single,Less than $40K,Blue,36,1,2,1,3640.0,1419,2221.0,0.749,13306,99,0.678,0.39 +712025958,Existing Customer,42,M,4,Uneducated,Married,$80K - $120K,Silver,35,1,2,3,34516.0,1420,33096.0,0.848,14672,110,0.803,0.041 +794740458,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Silver,39,1,2,3,10186.0,1608,8578.0,0.712,14023,106,0.767,0.158 +709814883,Existing Customer,45,F,2,High School,Single,Less than $40K,Platinum,36,1,3,1,15987.0,2262,13725.0,0.714,15513,127,0.649,0.141 +719767683,Attrited Customer,46,M,0,College,Single,$80K - $120K,Blue,39,2,3,3,16983.0,0,16983.0,1.061,8526,79,0.837,0.0 +715321008,Attrited Customer,39,M,2,Unknown,Married,$120K +,Blue,36,6,3,3,34516.0,2517,31999.0,1.052,7866,63,0.75,0.073 +710106933,Existing Customer,32,M,2,Uneducated,Single,$80K - $120K,Silver,20,2,3,3,34516.0,2136,32380.0,0.849,14667,119,0.75,0.062 +716655858,Existing Customer,38,M,2,High School,Single,$80K - $120K,Blue,31,1,3,2,34516.0,0,34516.0,0.768,14036,99,0.768,0.0 +778260108,Existing Customer,50,F,4,Unknown,Married,$40K - $60K,Blue,41,1,2,2,4268.0,1509,2759.0,0.562,14351,112,0.867,0.354 +713986908,Existing Customer,50,F,2,High School,Married,Unknown,Blue,40,2,3,2,10748.0,1084,9664.0,0.868,16541,126,0.68,0.101 +780042633,Attrited Customer,37,F,2,Unknown,Married,Unknown,Silver,21,2,2,2,31718.0,0,31718.0,0.91,7432,64,0.641,0.0 +713269533,Attrited Customer,42,M,2,College,Single,$80K - $120K,Blue,36,1,3,1,9959.0,2517,7442.0,0.884,8847,85,0.771,0.253 +713868033,Existing Customer,53,M,1,College,Married,$80K - $120K,Silver,36,2,2,2,34516.0,1484,33032.0,1.015,16373,114,0.9,0.043 +708103608,Existing Customer,52,M,1,High School,Single,$60K - $80K,Blue,45,1,5,1,11898.0,2517,9381.0,0.745,15798,128,0.73,0.212 +789684258,Attrited Customer,57,M,2,Post-Graduate,Single,$80K - $120K,Silver,43,2,3,3,34516.0,1847,32669.0,0.557,7842,61,0.794,0.054 +779067408,Existing Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,27,1,3,1,13056.0,1890,11166.0,0.713,14280,102,0.672,0.145 +712231308,Existing Customer,60,M,0,Graduate,Single,Less than $40K,Silver,47,1,1,3,14002.0,1413,12589.0,0.621,13849,128,0.882,0.101 +761079783,Attrited Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,33,5,3,6,5500.0,442,5058.0,0.609,7720,67,0.558,0.08 +787518258,Attrited Customer,49,M,3,Uneducated,Married,$120K +,Blue,38,2,3,3,8549.0,0,8549.0,1.023,9192,77,0.791,0.0 +717631908,Attrited Customer,56,M,2,Unknown,Married,Less than $40K,Blue,44,5,3,1,4390.0,0,4390.0,1.005,8454,69,0.769,0.0 +769396158,Attrited Customer,55,M,1,College,Single,$80K - $120K,Blue,43,2,2,3,24884.0,0,24884.0,0.072,5107,53,0.293,0.0 +713462508,Existing Customer,55,F,2,Graduate,Married,Unknown,Blue,41,1,1,1,3591.0,1760,1831.0,0.507,13289,121,0.754,0.49 +716717733,Attrited Customer,55,F,3,Uneducated,Single,Less than $40K,Blue,47,2,5,4,4841.0,859,3982.0,1.003,8918,87,0.977,0.177 +709383933,Attrited Customer,31,M,2,Unknown,Unknown,$80K - $120K,Blue,18,2,1,3,4246.0,2517,1729.0,0.951,8102,66,0.886,0.593 +717283008,Existing Customer,44,F,4,Graduate,Single,Unknown,Blue,36,2,1,2,7469.0,1378,6091.0,0.859,15225,108,0.862,0.184 +793449333,Existing Customer,54,M,2,Graduate,Divorced,$80K - $120K,Blue,48,2,3,2,29974.0,2114,27860.0,0.925,15190,115,0.855,0.071 +710873583,Existing Customer,58,M,1,Graduate,Married,$60K - $80K,Blue,48,2,3,2,20724.0,2221,18503.0,0.769,14215,109,0.703,0.107 +718486608,Existing Customer,53,M,2,High School,Single,$120K +,Blue,36,2,2,2,21079.0,1431,19648.0,0.688,13930,96,0.655,0.068 +716748483,Existing Customer,59,F,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,3720.0,1569,2151.0,0.891,16208,129,0.792,0.422 +715113933,Attrited Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,36,2,3,2,11077.0,573,10504.0,0.973,8165,87,0.776,0.052 +711160233,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,19,2,3,1,12024.0,0,12024.0,0.823,14551,105,0.78,0.0 +715714458,Attrited Customer,48,M,5,Graduate,Single,$40K - $60K,Blue,38,2,3,3,4446.0,0,4446.0,0.963,8753,76,0.949,0.0 +709615458,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,44,2,1,3,34516.0,862,33654.0,0.815,15034,111,0.762,0.025 +719955558,Existing Customer,32,M,0,Unknown,Married,Less than $40K,Silver,24,2,2,3,11511.0,0,11511.0,0.867,14436,123,0.64,0.0 +713072358,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Silver,31,2,1,3,34516.0,1356,33160.0,0.71,12878,104,0.825,0.039 +721402233,Existing Customer,42,M,3,Uneducated,Married,$120K +,Blue,28,2,3,1,19192.0,1507,17685.0,0.594,15615,125,0.736,0.079 +713691633,Existing Customer,29,M,0,Post-Graduate,Married,Less than $40K,Blue,36,1,1,1,3076.0,0,3076.0,0.924,15514,123,0.892,0.0 +708866133,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,32,2,1,2,4196.0,1331,2865.0,0.537,14545,116,0.841,0.317 +757256358,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,38,1,3,3,3243.0,1580,1663.0,1.075,15710,122,0.743,0.487 +784868958,Existing Customer,56,F,1,High School,Married,Unknown,Blue,49,1,2,1,17542.0,2517,15025.0,0.8,13939,138,0.792,0.143 +710845308,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,36,2,2,1,32949.0,1190,31759.0,0.664,14892,113,0.638,0.036 +719368533,Existing Customer,41,F,2,Doctorate,Married,Unknown,Silver,28,1,3,3,32250.0,1289,30961.0,0.703,15785,100,0.786,0.04 +718337733,Existing Customer,50,F,2,Graduate,Married,Unknown,Gold,40,2,1,1,34516.0,1826,32690.0,0.718,14994,121,0.833,0.053 +715132758,Existing Customer,52,F,2,College,Divorced,$40K - $60K,Gold,43,2,2,3,23981.0,2114,21867.0,0.721,15281,100,0.724,0.088 +712556433,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,43,1,2,3,4090.0,1649,2441.0,0.752,15497,92,0.673,0.403 +718947558,Existing Customer,32,F,0,High School,Single,Unknown,Blue,21,2,3,1,4251.0,2295,1956.0,0.628,15574,115,0.797,0.54 +710303208,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,40,2,1,1,4119.0,2517,1602.0,0.754,15215,121,0.862,0.611 +804158583,Existing Customer,60,M,1,High School,Married,Less than $40K,Silver,55,2,2,3,13399.0,1456,11943.0,0.856,16493,122,0.649,0.109 +711720408,Existing Customer,44,F,0,Unknown,Married,Less than $40K,Blue,34,1,3,3,9070.0,1273,7797.0,0.637,15211,129,0.743,0.14 +715808808,Existing Customer,48,F,4,Uneducated,Married,Unknown,Blue,36,2,6,1,7469.0,1216,6253.0,0.771,13614,104,0.6,0.163 +715076358,Attrited Customer,57,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,36,4,3,3,23714.0,0,23714.0,0.981,8463,62,0.824,0.0 +718343058,Existing Customer,52,F,2,High School,Divorced,Less than $40K,Blue,40,1,2,3,5240.0,2517,2723.0,0.78,14161,105,0.875,0.48 +769667583,Attrited Customer,34,M,3,Post-Graduate,Single,$40K - $60K,Blue,28,2,3,2,3744.0,0,3744.0,0.796,8202,69,0.769,0.0 +709013208,Existing Customer,40,M,2,Uneducated,Single,$80K - $120K,Blue,36,2,2,1,15594.0,1690,13904.0,0.69,16101,127,0.608,0.108 +716004258,Existing Customer,45,M,4,High School,Single,$60K - $80K,Blue,35,1,1,3,8449.0,2092,6357.0,0.709,17634,120,0.667,0.248 +715645908,Attrited Customer,59,M,0,High School,Single,$80K - $120K,Gold,48,5,2,6,34516.0,0,34516.0,0.969,8480,71,0.821,0.0 +717724233,Existing Customer,43,M,3,Unknown,Unknown,$80K - $120K,Blue,28,2,1,3,9959.0,734,9225.0,0.86,16732,116,0.812,0.074 +719850933,Existing Customer,30,M,2,College,Single,$60K - $80K,Blue,36,1,3,3,4192.0,1734,2458.0,0.753,13345,106,0.893,0.414 +790131033,Existing Customer,38,F,1,High School,Married,Less than $40K,Blue,31,2,6,3,3416.0,2517,899.0,0.925,14230,105,0.78,0.737 +721211433,Existing Customer,42,M,4,Doctorate,Single,$60K - $80K,Blue,31,2,2,2,3322.0,0,3322.0,0.758,13784,108,0.588,0.0 +721290708,Existing Customer,50,M,1,Uneducated,Single,$60K - $80K,Blue,30,1,3,2,14217.0,1816,12401.0,0.978,15554,99,0.678,0.128 +712107783,Existing Customer,49,M,4,College,Single,$60K - $80K,Blue,35,1,2,2,17350.0,1817,15533.0,0.816,16132,118,0.873,0.105 +818960133,Existing Customer,58,M,4,High School,Married,$60K - $80K,Blue,53,1,3,0,13784.0,698,13086.0,0.75,13120,91,0.784,0.051 +713560758,Existing Customer,54,F,1,Uneducated,Married,Less than $40K,Blue,42,2,2,3,3181.0,2087,1094.0,0.752,13392,92,0.736,0.656 +718579833,Existing Customer,39,F,3,Graduate,Unknown,Less than $40K,Blue,26,2,2,1,5325.0,2488,2837.0,0.926,13674,101,0.836,0.467 +778643733,Attrited Customer,48,F,1,Uneducated,Single,$40K - $60K,Gold,28,3,2,1,23981.0,1454,22527.0,0.925,9140,64,0.684,0.061 +770977833,Existing Customer,36,M,2,Graduate,Married,Less than $40K,Blue,23,2,2,3,3920.0,0,3920.0,0.813,16500,102,0.729,0.0 +708721533,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,36,2,1,2,5158.0,1148,4010.0,0.637,13113,128,0.882,0.223 +772300383,Existing Customer,57,F,2,Unknown,Married,$40K - $60K,Blue,46,3,1,3,5073.0,1533,3540.0,0.654,13420,122,0.743,0.302 +751155783,Existing Customer,47,F,2,High School,Married,$40K - $60K,Blue,40,2,1,3,4074.0,1868,2206.0,0.688,15005,118,0.761,0.459 +768457008,Existing Customer,27,M,1,Graduate,Single,$40K - $60K,Blue,21,2,3,1,10284.0,787,9497.0,0.739,13355,92,0.84,0.077 +794494308,Existing Customer,42,M,3,Uneducated,Married,$120K +,Platinum,23,3,4,3,34516.0,2070,32446.0,0.88,13781,102,0.545,0.06 +710980383,Attrited Customer,53,M,3,High School,Single,$80K - $120K,Silver,33,2,2,3,34516.0,0,34516.0,0.534,6361,74,1.114,0.0 +716663808,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,3,3,1,3999.0,721,3278.0,0.847,15443,102,0.672,0.18 +712912233,Existing Customer,50,F,0,Post-Graduate,Divorced,Less than $40K,Blue,36,3,4,1,3468.0,2221,1247.0,0.783,14222,122,0.627,0.64 +717992433,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,39,3,1,2,11900.0,1796,10104.0,0.651,14666,101,0.98,0.151 +709971708,Attrited Customer,51,F,1,High School,Single,Unknown,Blue,41,3,3,2,9701.0,0,9701.0,1.024,9404,62,0.824,0.0 +715600533,Existing Customer,61,M,0,Graduate,Single,$80K - $120K,Gold,50,3,3,3,34516.0,1357,33159.0,0.687,13722,124,0.746,0.039 +710153583,Attrited Customer,30,F,0,Uneducated,Married,Less than $40K,Blue,13,3,1,3,6075.0,0,6075.0,0.923,9242,63,0.909,0.0 +794132808,Existing Customer,60,M,0,Uneducated,Married,$40K - $60K,Blue,54,3,3,3,13035.0,1285,11750.0,0.761,14585,97,0.98,0.099 +720565458,Attrited Customer,43,M,2,Post-Graduate,Single,$60K - $80K,Blue,36,2,3,3,17306.0,0,17306.0,0.4,6205,65,0.806,0.0 +715496058,Attrited Customer,41,F,4,Uneducated,Single,Less than $40K,Gold,36,3,3,3,15987.0,0,15987.0,0.598,7832,73,0.78,0.0 +709015833,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Silver,36,3,3,2,34516.0,0,34516.0,0.774,12920,132,0.737,0.0 +718612758,Existing Customer,36,M,2,High School,Married,$120K +,Blue,36,3,1,2,34516.0,939,33577.0,0.826,15552,107,0.754,0.027 +712438308,Existing Customer,27,F,1,High School,Married,Unknown,Blue,15,2,1,2,7469.0,0,7469.0,0.688,16730,122,0.718,0.0 +716238483,Attrited Customer,59,M,0,College,Married,$80K - $120K,Blue,50,3,2,3,12918.0,2352,10566.0,1.008,9138,76,0.9,0.182 +718297683,Attrited Customer,59,F,1,High School,Single,Less than $40K,Blue,50,1,0,3,4085.0,0,4085.0,0.787,7597,71,0.69,0.0 +712206033,Existing Customer,55,M,1,Graduate,Married,$40K - $60K,Blue,36,2,1,2,3705.0,1355,2350.0,0.742,16089,119,0.725,0.366 +710904708,Existing Customer,56,F,1,High School,Married,Less than $40K,Blue,43,3,1,1,5319.0,921,4398.0,0.866,15048,110,0.618,0.173 +711190233,Existing Customer,34,M,3,Graduate,Married,$40K - $60K,Blue,36,3,2,1,4549.0,990,3559.0,0.745,13804,123,0.732,0.218 +710535708,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,39,2,3,1,15894.0,1293,14601.0,0.693,14256,118,0.735,0.081 +794573883,Existing Customer,32,M,1,Unknown,Single,$40K - $60K,Silver,16,3,3,1,17894.0,2517,15377.0,0.731,15305,111,0.586,0.141 +719118708,Attrited Customer,49,F,3,Unknown,Single,Less than $40K,Blue,37,2,2,2,5855.0,0,5855.0,0.962,9202,80,0.86,0.0 +790201158,Existing Customer,60,F,1,Uneducated,Married,Less than $40K,Silver,54,2,2,3,13062.0,1731,11331.0,0.936,13609,108,0.565,0.133 +779333883,Attrited Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,33,3,3,3,7428.0,0,7428.0,0.873,8078,62,0.722,0.0 +719805183,Existing Customer,39,M,2,College,Married,Less than $40K,Blue,19,3,3,2,8848.0,961,7887.0,0.884,15352,117,0.671,0.109 +721220583,Existing Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,41,3,1,3,7362.0,1176,6186.0,0.735,17390,130,0.688,0.16 +779685558,Existing Customer,53,M,5,Graduate,Single,$120K +,Gold,36,2,4,1,34516.0,2088,32428.0,0.822,15290,123,0.732,0.06 +713965683,Existing Customer,35,M,3,Post-Graduate,Married,$80K - $120K,Blue,28,3,1,2,4380.0,0,4380.0,0.719,17258,121,0.704,0.0 +710667708,Existing Customer,47,M,2,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,12510.0,1871,10639.0,0.748,14018,128,0.778,0.15 +718979733,Existing Customer,52,M,5,Unknown,Single,$60K - $80K,Blue,36,2,3,2,23712.0,2195,21517.0,0.754,16258,115,0.855,0.093 +712104333,Existing Customer,57,F,2,Doctorate,Single,Less than $40K,Blue,44,2,2,3,9149.0,1254,7895.0,0.762,14401,100,0.754,0.137 +793560033,Existing Customer,47,F,3,Uneducated,Single,Unknown,Silver,33,2,2,3,34516.0,1930,32586.0,0.93,16369,125,0.736,0.056 +779920533,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,41,3,3,2,3784.0,2517,1267.0,0.648,15199,96,0.684,0.665 +717480783,Existing Customer,39,M,1,High School,Single,$80K - $120K,Blue,29,3,1,2,9680.0,2101,7579.0,0.626,15152,100,0.695,0.217 +709066983,Existing Customer,50,M,4,High School,Married,$120K +,Blue,41,2,2,2,34516.0,2353,32163.0,0.667,15214,129,0.675,0.068 +718528008,Existing Customer,60,F,1,High School,Married,Less than $40K,Blue,47,2,3,1,3845.0,1460,2385.0,0.857,14432,106,0.828,0.38 +712390683,Existing Customer,41,M,2,Uneducated,Single,$40K - $60K,Blue,27,2,3,1,13409.0,1255,12154.0,0.742,15573,99,0.768,0.094 +826245858,Attrited Customer,50,M,2,Graduate,Single,$80K - $120K,Silver,40,3,4,6,34516.0,0,34516.0,0.801,7661,79,1.079,0.0 +712966458,Existing Customer,51,M,0,Unknown,Married,$80K - $120K,Blue,36,3,2,3,8065.0,0,8065.0,0.729,14807,115,0.769,0.0 +709467183,Existing Customer,56,M,3,Graduate,Married,$60K - $80K,Blue,40,3,3,2,20501.0,561,19940.0,0.779,15162,99,0.678,0.027 +710529708,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,36,3,3,1,23260.0,1476,21784.0,0.975,15140,105,0.81,0.063 +789817833,Attrited Customer,44,F,5,Post-Graduate,Unknown,Less than $40K,Blue,33,3,3,2,9073.0,2466,6607.0,0.446,6793,60,1.069,0.272 +712363158,Existing Customer,36,M,1,Graduate,Single,$60K - $80K,Blue,24,3,2,1,20101.0,1299,18802.0,0.858,14732,115,0.855,0.065 +717060858,Attrited Customer,31,M,0,Graduate,Married,Less than $40K,Blue,36,3,2,3,6911.0,2517,4394.0,0.934,8123,71,0.732,0.364 +718060983,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,2,3423.0,2186,1237.0,0.671,14037,120,0.875,0.639 +711600033,Existing Customer,40,F,3,College,Single,Less than $40K,Silver,36,2,1,0,10729.0,0,10729.0,0.68,14364,108,0.636,0.0 +709910733,Existing Customer,49,F,4,High School,Single,Unknown,Silver,30,2,3,2,34516.0,1963,32553.0,0.758,13174,86,0.792,0.057 +757291008,Attrited Customer,46,M,4,Unknown,Married,$80K - $120K,Blue,39,3,3,2,34516.0,289,34227.0,0.95,8964,76,1.054,0.008 +819376683,Existing Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,49,2,3,3,28570.0,2027,26543.0,0.749,15130,102,0.759,0.071 +720458883,Existing Customer,29,M,1,High School,Married,$60K - $80K,Blue,16,3,2,1,12495.0,2517,9978.0,0.827,14524,106,0.683,0.201 +708963258,Attrited Customer,46,M,3,College,Married,$60K - $80K,Blue,39,3,3,2,13344.0,1907,11437.0,0.832,8534,86,0.83,0.143 +711746133,Attrited Customer,50,M,1,Unknown,Single,$120K +,Blue,37,4,3,2,32563.0,0,32563.0,1.013,9220,81,0.884,0.0 +715249533,Existing Customer,49,F,3,Graduate,Single,Unknown,Blue,36,3,2,2,3375.0,0,3375.0,0.629,13992,103,0.807,0.0 +708522033,Existing Customer,50,M,2,College,Married,$60K - $80K,Blue,36,2,2,1,12299.0,1664,10635.0,0.879,15060,90,0.915,0.135 +708496833,Attrited Customer,60,M,1,High School,Single,Less than $40K,Blue,50,4,4,5,4613.0,0,4613.0,0.978,8970,78,1.294,0.0 +717464958,Existing Customer,55,F,2,Doctorate,Married,Less than $40K,Silver,36,3,2,1,10858.0,0,10858.0,0.787,14475,111,0.682,0.0 +751166508,Existing Customer,57,M,3,Post-Graduate,Single,$80K - $120K,Blue,50,3,1,1,34516.0,2293,32223.0,0.799,14287,114,0.754,0.066 +795218883,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,41,2,3,3,4207.0,1556,2651.0,0.658,15312,122,0.718,0.37 +710856558,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,1,3336.0,1889,1447.0,0.85,13989,105,0.567,0.566 +721107258,Existing Customer,45,F,5,Unknown,Unknown,Less than $40K,Blue,37,2,2,2,5465.0,1967,3498.0,0.644,14192,115,0.667,0.36 +716457783,Existing Customer,55,F,1,College,Single,Less than $40K,Silver,36,3,1,3,12633.0,1661,10972.0,0.718,14378,98,0.69,0.131 +710810883,Existing Customer,39,M,1,College,Single,$80K - $120K,Blue,36,3,1,3,34516.0,1260,33256.0,0.877,14576,95,0.759,0.037 +710895708,Attrited Customer,35,F,0,Doctorate,Married,Less than $40K,Blue,27,2,3,2,3876.0,0,3876.0,0.848,7712,73,0.825,0.0 +789200208,Existing Customer,40,F,4,Uneducated,Married,Unknown,Blue,29,2,3,3,3326.0,2181,1145.0,0.827,13583,110,0.746,0.656 +718578708,Existing Customer,49,M,4,Post-Graduate,Single,$120K +,Silver,38,3,3,1,34516.0,1562,32954.0,0.618,14212,100,0.667,0.045 +719859033,Attrited Customer,32,M,3,Graduate,Married,$40K - $60K,Blue,20,2,2,2,3264.0,0,3264.0,0.549,6439,63,0.75,0.0 +713036208,Existing Customer,46,M,1,Graduate,Married,$40K - $60K,Blue,27,2,2,2,6903.0,2091,4812.0,0.919,15751,107,0.911,0.303 +771769383,Existing Customer,42,F,3,Unknown,Married,Less than $40K,Blue,31,2,3,2,2940.0,0,2940.0,0.962,14792,120,0.875,0.0 +718316058,Existing Customer,51,M,1,Uneducated,Married,$60K - $80K,Blue,38,3,3,1,13731.0,1375,12356.0,0.878,14826,99,0.707,0.1 +710155983,Attrited Customer,52,M,1,Unknown,Single,$40K - $60K,Blue,36,3,3,4,4826.0,0,4826.0,0.954,8585,62,1.0,0.0 +779571708,Attrited Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,25,1,2,3,4259.0,0,4259.0,0.934,7993,71,0.651,0.0 +718042383,Existing Customer,38,M,1,Uneducated,Unknown,$40K - $60K,Blue,18,3,3,3,3523.0,1379,2144.0,0.71,15108,118,0.71,0.391 +710244108,Existing Customer,44,M,3,College,Married,$60K - $80K,Gold,34,3,1,3,34516.0,1543,32973.0,0.774,13967,101,0.712,0.045 +806649333,Existing Customer,47,F,4,High School,Unknown,Unknown,Blue,42,3,3,2,16998.0,1404,15594.0,0.785,13977,127,0.693,0.083 +789280683,Existing Customer,56,M,2,Graduate,Single,$120K +,Blue,45,2,2,3,11714.0,898,10816.0,0.726,13956,122,0.718,0.077 +713318733,Attrited Customer,32,M,0,College,Single,$60K - $80K,Blue,24,3,2,3,4097.0,0,4097.0,0.836,8376,64,0.684,0.0 +709611183,Attrited Customer,41,F,3,High School,Married,Less than $40K,Blue,31,3,3,3,3952.0,0,3952.0,1.002,8241,82,0.952,0.0 +712441308,Attrited Customer,41,F,4,Unknown,Single,Unknown,Blue,25,2,2,3,29295.0,0,29295.0,1.411,9865,65,0.711,0.0 +709315383,Existing Customer,31,F,0,Post-Graduate,Single,Unknown,Blue,36,3,3,1,26423.0,0,26423.0,0.671,13575,108,0.77,0.0 +710141208,Existing Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,37,3,3,1,3196.0,1817,1379.0,0.731,13300,104,0.677,0.569 +711684408,Attrited Customer,50,F,0,Graduate,Married,Less than $40K,Blue,38,2,3,1,4935.0,1574,3361.0,1.01,8527,84,0.5,0.319 +758331483,Existing Customer,31,M,0,Graduate,Single,$60K - $80K,Silver,24,2,2,2,34516.0,984,33532.0,0.913,15347,109,0.787,0.029 +715825458,Attrited Customer,47,M,2,Graduate,Married,$80K - $120K,Blue,36,3,3,2,12933.0,2239,10694.0,0.445,6564,56,0.514,0.173 +708248358,Existing Customer,42,M,4,Graduate,Unknown,$60K - $80K,Silver,30,3,1,3,29937.0,0,29937.0,0.746,14863,109,0.627,0.0 +779808333,Existing Customer,48,F,2,Graduate,Single,Less than $40K,Blue,38,2,1,2,8881.0,1901,6980.0,0.808,15530,110,0.692,0.214 +715989108,Existing Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,42,3,3,3,27514.0,1834,25680.0,0.769,12841,100,0.786,0.067 +714912408,Existing Customer,45,M,2,Uneducated,Married,$80K - $120K,Blue,37,3,1,1,32275.0,1845,30430.0,0.841,14917,88,0.796,0.057 +827683383,Existing Customer,48,F,3,Uneducated,Divorced,Less than $40K,Blue,44,3,2,1,4107.0,2517,1590.0,0.779,16027,112,0.723,0.613 +719595708,Existing Customer,53,F,2,High School,Married,Unknown,Blue,47,3,1,1,7469.0,1294,6175.0,0.869,15212,124,0.746,0.173 +711566208,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,36,2,2,2,5023.0,1857,3166.0,0.631,14111,98,0.69,0.37 +711161133,Attrited Customer,36,F,2,Unknown,Single,Less than $40K,Blue,36,2,3,3,6071.0,0,6071.0,0.912,9338,59,0.903,0.0 +715052583,Existing Customer,45,M,3,Doctorate,Single,$60K - $80K,Silver,34,3,3,1,27494.0,879,26615.0,0.671,14375,112,0.672,0.032 +714586458,Existing Customer,41,F,1,High School,Divorced,Less than $40K,Blue,36,2,3,1,7106.0,2031,5075.0,0.746,16377,124,0.746,0.286 +711523533,Existing Customer,43,M,5,Post-Graduate,Single,$60K - $80K,Blue,31,3,3,1,17230.0,1805,15425.0,0.788,14781,130,0.857,0.105 +756658083,Existing Customer,49,M,4,Post-Graduate,Single,$80K - $120K,Blue,42,3,2,1,30885.0,2018,28867.0,0.904,17350,115,0.62,0.065 +709247808,Existing Customer,53,F,1,Unknown,Unknown,Less than $40K,Blue,43,2,2,2,3629.0,2517,1112.0,0.735,14205,102,0.759,0.694 +713242383,Attrited Customer,39,M,2,Uneducated,Married,$120K +,Silver,19,2,1,2,34516.0,796,33720.0,0.841,7721,75,0.667,0.023 +717135333,Existing Customer,50,F,1,Graduate,Single,Unknown,Blue,36,3,2,2,17970.0,1390,16580.0,0.724,13204,97,0.796,0.077 +716150358,Existing Customer,38,M,3,Graduate,Married,Less than $40K,Silver,27,3,2,3,10343.0,2070,8273.0,0.747,14805,115,0.769,0.2 +717457008,Attrited Customer,43,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,3,3,9267.0,0,9267.0,0.866,7991,90,1.093,0.0 +711822933,Existing Customer,55,F,2,College,Married,$40K - $60K,Blue,45,2,3,3,2985.0,1651,1334.0,0.693,14187,103,0.873,0.553 +803968233,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Silver,34,3,3,3,14386.0,2517,11869.0,0.735,13377,114,0.869,0.175 +779037408,Existing Customer,38,M,1,High School,Single,$40K - $60K,Blue,19,2,3,3,3581.0,694,2887.0,0.673,14637,109,0.787,0.194 +709007883,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,28,2,2,3,3079.0,1267,1812.0,0.65,14540,104,0.552,0.411 +714635883,Existing Customer,48,F,2,Unknown,Single,Less than $40K,Blue,37,3,3,2,3594.0,1996,1598.0,0.795,14881,109,0.703,0.555 +779914383,Existing Customer,34,M,1,Uneducated,Married,$60K - $80K,Blue,18,3,2,2,10488.0,1636,8852.0,0.681,14719,116,0.681,0.156 +712841883,Attrited Customer,50,M,3,College,Single,$80K - $120K,Silver,36,3,3,2,34516.0,2517,31999.0,0.735,7155,66,0.65,0.073 +719582058,Attrited Customer,41,M,3,Doctorate,Single,$80K - $120K,Blue,29,2,2,3,24001.0,1629,22372.0,0.965,9102,75,0.974,0.068 +708387933,Existing Customer,49,F,2,Post-Graduate,Married,Less than $40K,Blue,37,2,1,2,5500.0,0,5500.0,0.675,14357,110,0.618,0.0 +717251508,Existing Customer,37,M,1,Uneducated,Married,$120K +,Blue,17,1,1,3,34516.0,0,34516.0,0.776,14127,116,0.731,0.0 +710699283,Existing Customer,46,M,2,Graduate,Single,$120K +,Blue,28,1,1,1,7790.0,1921,5869.0,0.789,14567,131,0.617,0.247 +709141908,Existing Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,2,3,1,10301.0,2451,7850.0,0.906,16359,111,0.657,0.238 +720356133,Existing Customer,48,F,4,High School,Single,Unknown,Blue,36,2,3,1,23939.0,1419,22520.0,0.785,14812,101,0.804,0.059 +717788958,Existing Customer,31,M,0,Graduate,Divorced,$80K - $120K,Blue,19,1,1,2,21615.0,570,21045.0,0.737,16464,103,0.717,0.026 +778563858,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,33,1,1,1,8712.0,991,7721.0,0.615,14512,115,0.769,0.114 +711096633,Attrited Customer,37,F,2,Uneducated,Unknown,Less than $40K,Silver,29,5,2,6,12203.0,0,12203.0,0.9,8600,94,0.843,0.0 +716816583,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,48,1,3,1,15483.0,2148,13335.0,0.738,14463,94,0.774,0.139 +719841708,Existing Customer,45,M,0,Uneducated,Single,$80K - $120K,Blue,36,1,4,3,20356.0,2031,18325.0,0.752,15180,121,0.806,0.1 +708555633,Existing Customer,32,F,1,High School,Single,Less than $40K,Blue,16,2,3,1,3548.0,2517,1031.0,0.818,15157,97,0.865,0.709 +714638883,Existing Customer,31,M,0,Graduate,Single,$40K - $60K,Blue,36,2,3,3,4661.0,1835,2826.0,0.999,14257,110,0.964,0.394 +809147283,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Gold,38,2,2,1,15987.0,1372,14615.0,0.649,15058,109,0.912,0.086 +708197358,Attrited Customer,57,M,2,Uneducated,Unknown,$80K - $120K,Blue,48,4,1,3,30543.0,264,30279.0,0.882,7784,63,0.703,0.009 +757247808,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,35,2,4,3,5230.0,2517,2713.0,0.937,9495,61,0.605,0.481 +820922733,Existing Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,38,2,1,2,34516.0,0,34516.0,0.674,14160,124,0.771,0.0 +807977808,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,34,1,3,3,3246.0,2517,729.0,0.722,13671,103,0.689,0.775 +712863183,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,38,2,3,3,10018.0,829,9189.0,0.844,13819,114,0.81,0.083 +778825908,Existing Customer,43,F,2,Unknown,Single,Less than $40K,Silver,24,1,1,3,10272.0,1523,8749.0,0.869,14321,113,0.794,0.148 +713379258,Existing Customer,32,F,1,High School,Married,Less than $40K,Blue,36,1,1,2,4097.0,1293,2804.0,0.671,15925,100,0.786,0.316 +710232483,Existing Customer,49,F,1,Uneducated,Married,Unknown,Blue,36,2,3,2,19846.0,2162,17684.0,0.602,16908,122,0.694,0.109 +710170758,Attrited Customer,32,M,0,Post-Graduate,Married,$60K - $80K,Blue,25,6,2,2,4469.0,2331,2138.0,1.006,8314,67,0.763,0.522 +803421108,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,43,1,2,2,20701.0,2517,18184.0,1.023,14374,113,0.823,0.122 +792152283,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,48,1,3,2,8426.0,0,8426.0,0.96,14378,103,0.717,0.0 +717291333,Existing Customer,38,M,3,Uneducated,Married,$80K - $120K,Blue,29,2,2,2,16722.0,0,16722.0,0.719,15110,113,0.823,0.0 +714928158,Existing Customer,60,M,0,High School,Single,$80K - $120K,Silver,36,1,2,3,34516.0,806,33710.0,0.755,13434,102,0.672,0.023 +780511683,Attrited Customer,47,M,3,Graduate,Single,$40K - $60K,Blue,34,4,3,3,4413.0,232,4181.0,0.799,7869,76,0.767,0.053 +772491333,Existing Customer,31,F,1,Post-Graduate,Married,Less than $40K,Blue,21,2,1,2,5342.0,2005,3337.0,0.682,14738,94,0.709,0.375 +719847108,Attrited Customer,52,M,1,Unknown,Married,$40K - $60K,Blue,36,4,3,3,8455.0,2517,5938.0,0.809,8124,73,1.028,0.298 +808045833,Existing Customer,49,M,3,Uneducated,Single,Less than $40K,Blue,44,2,3,2,7659.0,1698,5961.0,0.992,15860,105,0.75,0.222 +708385533,Attrited Customer,49,F,1,Graduate,Married,Less than $40K,Silver,36,2,3,3,11059.0,0,11059.0,0.99,9524,80,0.905,0.0 +770205708,Existing Customer,31,M,0,Unknown,Married,Less than $40K,Blue,25,2,3,0,4093.0,0,4093.0,0.697,15495,112,0.778,0.0 +719379858,Attrited Customer,39,M,1,Graduate,Married,$80K - $120K,Blue,36,2,2,3,24239.0,0,24239.0,0.94,8549,73,0.78,0.0 +709657533,Attrited Customer,44,M,3,High School,Unknown,$120K +,Blue,36,2,3,2,7793.0,2270,5523.0,0.945,8260,54,0.5,0.291 +798788958,Existing Customer,32,M,1,High School,Single,$80K - $120K,Blue,26,2,3,2,6407.0,1130,5277.0,0.756,14471,93,0.603,0.176 +720011958,Existing Customer,57,M,2,High School,Single,$60K - $80K,Blue,36,2,3,3,6024.0,1532,4492.0,0.867,15763,97,0.83,0.254 +708982158,Existing Customer,48,F,2,Graduate,Single,Less than $40K,Blue,36,2,2,3,3352.0,2122,1230.0,0.701,14802,106,0.797,0.633 +710803983,Existing Customer,44,M,1,Unknown,Married,$80K - $120K,Blue,33,2,3,1,32222.0,0,32222.0,0.844,14220,95,0.61,0.0 +719768658,Existing Customer,31,F,0,College,Married,Unknown,Silver,24,2,3,1,34516.0,2032,32484.0,0.82,14544,104,0.705,0.059 +711355908,Existing Customer,44,F,3,Graduate,Unknown,Unknown,Silver,36,2,3,3,34516.0,941,33575.0,0.659,12042,117,0.857,0.027 +813153108,Existing Customer,49,M,4,College,Married,$80K - $120K,Blue,44,2,3,3,31091.0,966,30125.0,0.57,14565,108,0.742,0.031 +712487883,Attrited Customer,54,M,5,High School,Married,$80K - $120K,Blue,48,2,1,3,7464.0,0,7464.0,0.865,9071,74,1.0,0.0 +753220383,Attrited Customer,29,M,0,Graduate,Single,$120K +,Blue,22,2,2,3,11722.0,0,11722.0,0.778,8302,78,0.902,0.0 +708340758,Attrited Customer,41,M,4,High School,Married,Less than $40K,Blue,32,2,3,3,7769.0,0,7769.0,0.943,8109,74,0.762,0.0 +720852108,Existing Customer,46,M,4,High School,Divorced,$120K +,Blue,31,2,3,1,3569.0,1553,2016.0,0.798,16695,116,0.681,0.435 +716728233,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,36,1,3,1,3216.0,1480,1736.0,0.733,14178,123,0.809,0.46 +711863433,Existing Customer,30,M,1,Unknown,Unknown,Less than $40K,Blue,13,1,3,1,3789.0,1782,2007.0,0.85,15670,116,0.785,0.47 +779422458,Existing Customer,31,F,1,Unknown,Divorced,Less than $40K,Blue,13,2,2,3,3533.0,1206,2327.0,0.859,16339,120,0.579,0.341 +715573758,Existing Customer,43,M,4,Uneducated,Married,$120K +,Silver,36,1,2,1,34516.0,1816,32700.0,0.995,15226,113,0.712,0.053 +794530608,Existing Customer,52,M,2,Uneducated,Single,$80K - $120K,Blue,34,2,2,3,27229.0,0,27229.0,0.795,13264,120,0.667,0.0 +718376583,Attrited Customer,52,M,2,Graduate,Divorced,$80K - $120K,Silver,44,4,3,2,34516.0,751,33765.0,0.357,5806,40,0.429,0.022 +720827133,Attrited Customer,43,F,3,Doctorate,Single,Less than $40K,Blue,30,1,2,2,6261.0,463,5798.0,0.889,8132,64,0.6,0.074 +767414808,Existing Customer,57,F,0,Uneducated,Married,Less than $40K,Blue,51,2,3,3,6996.0,2092,4904.0,0.794,15017,120,0.765,0.299 +718919433,Existing Customer,52,F,4,Graduate,Single,Less than $40K,Blue,36,2,3,3,4440.0,1149,3291.0,0.842,14973,112,0.723,0.259 +708694983,Existing Customer,55,F,1,Uneducated,Unknown,Less than $40K,Blue,36,1,2,1,3150.0,2222,928.0,0.794,14750,96,0.655,0.705 +719270358,Existing Customer,57,F,2,Doctorate,Divorced,$40K - $60K,Blue,48,2,2,2,4288.0,1678,2610.0,0.643,15505,113,0.687,0.391 +708948483,Attrited Customer,54,M,3,Graduate,Married,$80K - $120K,Silver,36,2,3,1,34516.0,761,33755.0,0.838,8444,68,0.744,0.022 +708462258,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,38,1,1,2,5189.0,1171,4018.0,0.732,16563,94,0.741,0.226 +716721483,Attrited Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,52,1,2,2,14458.0,2017,12441.0,0.99,8696,72,0.895,0.14 +799011558,Existing Customer,43,M,3,Uneducated,Married,$120K +,Blue,37,1,2,3,16909.0,1171,15738.0,0.767,15740,120,0.739,0.069 +710697408,Existing Customer,41,F,5,Unknown,Married,Less than $40K,Blue,22,2,1,3,6739.0,896,5843.0,0.765,15471,115,0.855,0.133 +710527533,Attrited Customer,45,M,5,College,Single,$40K - $60K,Blue,36,4,3,3,4982.0,0,4982.0,0.886,8586,58,1.0,0.0 +709996833,Attrited Customer,31,M,1,Post-Graduate,Single,Less than $40K,Silver,36,6,3,5,12359.0,0,12359.0,0.843,7528,70,0.628,0.0 +718531983,Existing Customer,51,M,3,High School,Married,$80K - $120K,Blue,41,1,3,3,9959.0,2068,7891.0,0.741,13810,124,0.797,0.208 +715554708,Existing Customer,53,M,1,High School,Unknown,$120K +,Blue,34,2,1,2,8507.0,1484,7023.0,0.709,14949,114,0.727,0.174 +718774533,Existing Customer,48,M,1,College,Married,$60K - $80K,Blue,44,2,3,1,15355.0,1823,13532.0,0.809,15053,111,1.018,0.119 +712337208,Existing Customer,59,F,2,Unknown,Single,Unknown,Blue,46,2,3,2,23731.0,1890,21841.0,0.677,13647,93,0.576,0.08 +714022833,Attrited Customer,42,F,2,Graduate,Single,$40K - $60K,Silver,32,4,3,3,17909.0,0,17909.0,0.225,5977,58,0.487,0.0 +710026458,Existing Customer,34,M,1,Unknown,Married,$40K - $60K,Blue,36,2,2,2,3995.0,2475,1520.0,0.817,12575,99,0.8,0.62 +710178558,Attrited Customer,46,M,2,High School,Married,$60K - $80K,Gold,38,5,3,6,34516.0,2517,31999.0,0.956,9314,89,0.978,0.073 +768712383,Attrited Customer,51,M,5,Graduate,Divorced,$120K +,Blue,45,6,3,6,34516.0,0,34516.0,0.757,8173,91,1.022,0.0 +711156858,Attrited Customer,48,F,5,High School,Single,Less than $40K,Blue,40,1,4,3,8297.0,2517,5780.0,0.899,9819,74,0.682,0.303 +719799033,Existing Customer,52,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,40,2,1,2,5520.0,2448,3072.0,0.862,14330,116,0.681,0.443 +720788883,Existing Customer,58,F,0,Uneducated,Unknown,Unknown,Blue,36,1,2,3,3736.0,2209,1527.0,0.98,15886,118,0.662,0.591 +710306358,Attrited Customer,38,M,1,Unknown,Married,$40K - $60K,Blue,18,1,1,2,9664.0,1983,7681.0,0.873,7995,56,0.806,0.205 +758617233,Existing Customer,56,F,5,Doctorate,Single,Less than $40K,Blue,49,3,3,2,4132.0,1559,2573.0,0.827,14781,108,0.688,0.377 +720163458,Existing Customer,38,M,1,Uneducated,Unknown,$120K +,Blue,21,4,2,3,28043.0,1786,26257.0,0.802,14521,109,0.847,0.064 +708482658,Existing Customer,41,M,3,Graduate,Married,$80K - $120K,Blue,31,3,2,2,9959.0,1946,8013.0,0.725,15594,114,0.676,0.195 +826148883,Existing Customer,45,M,2,Graduate,Married,$120K +,Blue,41,4,3,1,16453.0,1660,14793.0,0.629,14762,108,0.742,0.101 +779055033,Attrited Customer,43,F,3,Uneducated,Unknown,Less than $40K,Blue,24,1,2,2,8256.0,2416,5840.0,0.696,8104,64,0.73,0.293 +713118183,Existing Customer,31,M,1,Unknown,Married,$40K - $60K,Blue,23,5,1,2,13427.0,1562,11865.0,0.537,13117,108,0.714,0.116 +714103083,Existing Customer,47,M,2,College,Married,$40K - $60K,Blue,37,6,3,1,3263.0,1525,1738.0,0.542,14649,110,0.833,0.467 +714145233,Attrited Customer,34,M,0,Graduate,Divorced,$80K - $120K,Silver,24,1,2,3,34516.0,400,34116.0,0.202,5112,49,0.256,0.012 +719547033,Attrited Customer,40,M,4,Unknown,Married,$80K - $120K,Blue,31,1,3,6,23502.0,0,23502.0,0.839,7957,60,0.875,0.0 +720899058,Existing Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,21,6,2,1,7685.0,2517,5168.0,0.745,13604,116,0.731,0.328 +789432033,Attrited Customer,32,F,1,Graduate,Married,Less than $40K,Blue,23,1,2,3,4065.0,230,3835.0,0.779,7844,64,0.73,0.057 +717214158,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Blue,28,5,3,3,9815.0,0,9815.0,0.859,15475,94,0.679,0.0 +715269483,Existing Customer,50,M,4,Post-Graduate,Married,$120K +,Blue,36,4,1,3,17374.0,2517,14857.0,0.743,15473,128,0.707,0.145 +718805733,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,28,3,1,1,7093.0,2517,4576.0,0.745,13937,120,0.846,0.355 +789780033,Existing Customer,33,M,3,College,Married,$80K - $120K,Silver,22,6,2,2,34516.0,917,33599.0,0.764,14202,114,0.781,0.027 +716482533,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,36,2,1,2,3329.0,0,3329.0,0.814,14893,98,0.815,0.0 +708319908,Attrited Customer,37,M,3,Graduate,Single,$80K - $120K,Blue,17,1,1,2,4116.0,1473,2643.0,1.023,8667,70,0.892,0.358 +711663858,Existing Customer,28,M,1,Post-Graduate,Single,Unknown,Blue,13,4,3,3,20030.0,1204,18826.0,0.979,15862,127,0.693,0.06 +716894658,Existing Customer,49,F,1,Graduate,Divorced,Less than $40K,Blue,44,5,2,2,8687.0,1763,6924.0,0.796,16824,123,0.708,0.203 +714082308,Attrited Customer,39,M,3,High School,Single,$80K - $120K,Blue,13,2,1,3,8656.0,0,8656.0,0.893,8056,89,0.935,0.0 +708082083,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,36,4,3,3,3544.0,1661,1883.0,0.831,15149,111,0.734,0.469 +714820158,Attrited Customer,29,M,0,High School,Single,$40K - $60K,Blue,36,6,3,1,5988.0,660,5328.0,1.041,10211,68,1.0,0.11 +713347608,Attrited Customer,54,F,2,Post-Graduate,Single,Less than $40K,Blue,43,2,3,2,4917.0,0,4917.0,0.972,9442,69,0.917,0.0 +721395633,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,41,5,3,3,18591.0,994,17597.0,0.737,15063,108,0.662,0.053 +721438233,Existing Customer,39,M,2,Post-Graduate,Single,$40K - $60K,Blue,31,6,3,3,3297.0,1761,1536.0,0.879,15580,120,0.739,0.534 +713987808,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,33,4,2,2,5702.0,2165,3537.0,0.79,14970,120,0.935,0.38 +721086483,Existing Customer,27,F,0,Uneducated,Single,Less than $40K,Silver,19,3,3,3,10982.0,2517,8465.0,0.84,13563,97,0.732,0.229 +709969758,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Platinum,35,4,3,3,34516.0,1774,32742.0,0.667,13966,115,0.667,0.051 +801502008,Existing Customer,37,M,1,Graduate,Married,$60K - $80K,Blue,31,5,1,2,20144.0,1195,18949.0,0.67,14287,106,0.828,0.059 +819051183,Existing Customer,47,F,4,Graduate,Married,Unknown,Blue,42,4,1,3,16349.0,1925,14424.0,0.833,16207,114,0.81,0.118 +710858658,Existing Customer,48,F,4,Doctorate,Divorced,Less than $40K,Silver,38,2,1,2,10610.0,0,10610.0,0.664,15050,108,0.742,0.0 +716002458,Existing Customer,43,M,4,College,Married,$40K - $60K,Blue,30,1,1,2,7386.0,656,6730.0,0.885,15691,126,0.68,0.089 +718080558,Attrited Customer,41,F,4,High School,Single,Less than $40K,Blue,36,6,3,3,4720.0,0,4720.0,0.978,8798,67,0.675,0.0 +788019483,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,40,4,1,3,3660.0,766,2894.0,0.535,14515,122,0.848,0.209 +716151858,Existing Customer,46,M,3,Unknown,Single,$80K - $120K,Blue,36,5,1,3,12932.0,1893,11039.0,0.804,15372,97,0.796,0.146 +717241233,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,51,3,3,3,6089.0,1341,4748.0,0.757,14112,123,0.809,0.22 +713880633,Attrited Customer,53,M,2,Unknown,Single,$60K - $80K,Blue,43,2,2,3,5905.0,0,5905.0,0.797,8883,83,0.729,0.0 +712374708,Existing Customer,28,F,0,Graduate,Married,Unknown,Blue,15,2,2,2,23103.0,897,22206.0,0.913,14049,120,0.714,0.039 +721145433,Existing Customer,52,F,5,High School,Single,Less than $40K,Silver,36,3,2,2,11280.0,1523,9757.0,0.765,16237,128,0.753,0.135 +711398433,Existing Customer,38,M,0,High School,Married,$60K - $80K,Blue,31,4,3,3,16565.0,1200,15365.0,0.68,16736,99,0.8,0.072 +715601808,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,41,4,2,3,34516.0,2253,32263.0,1.032,16692,131,0.795,0.065 +717324183,Existing Customer,31,F,0,High School,Single,Less than $40K,Silver,21,3,1,3,14305.0,1288,13017.0,0.774,14769,119,0.63,0.09 +720557883,Existing Customer,35,M,3,Uneducated,Single,Less than $40K,Blue,21,5,2,1,6104.0,1595,4509.0,0.619,15240,102,0.729,0.261 +708759408,Existing Customer,48,F,3,Uneducated,Single,$40K - $60K,Blue,39,6,3,2,4207.0,0,4207.0,0.923,15124,108,0.714,0.0 +719430483,Existing Customer,51,M,3,College,Married,$120K +,Blue,40,3,3,2,34516.0,1476,33040.0,0.763,14145,119,0.776,0.043 +758753283,Attrited Customer,52,M,3,Doctorate,Married,$120K +,Blue,45,1,3,3,34516.0,550,33966.0,0.674,7341,71,0.732,0.016 +716933283,Existing Customer,52,M,2,High School,Single,$60K - $80K,Gold,39,4,1,1,34516.0,1882,32634.0,0.743,14738,116,0.758,0.055 +773172483,Attrited Customer,30,M,0,Graduate,Married,$40K - $60K,Blue,23,6,2,4,4063.0,0,4063.0,0.776,7463,70,0.707,0.0 +721459008,Existing Customer,36,M,2,High School,Single,$120K +,Blue,36,4,1,2,11791.0,1168,10623.0,0.662,14885,101,0.629,0.099 +710639658,Attrited Customer,29,M,1,High School,Single,$60K - $80K,Blue,17,6,1,3,17744.0,829,16915.0,0.851,9658,78,0.773,0.047 +710710233,Existing Customer,58,M,4,Graduate,Married,$120K +,Silver,45,4,2,3,34516.0,0,34516.0,0.849,15560,100,0.724,0.0 +708996708,Existing Customer,55,M,1,Graduate,Single,$80K - $120K,Blue,46,3,1,1,21032.0,1409,19623.0,0.767,15584,105,0.81,0.067 +713315433,Existing Customer,61,M,2,Uneducated,Married,$60K - $80K,Blue,48,4,1,2,18571.0,0,18571.0,0.594,15802,118,0.686,0.0 +712941483,Attrited Customer,51,F,4,Post-Graduate,Married,$40K - $60K,Silver,43,1,3,3,3735.0,0,3735.0,0.762,6826,61,0.848,0.0 +789890958,Existing Customer,53,F,4,High School,Divorced,$40K - $60K,Blue,43,3,1,2,10948.0,482,10466.0,0.742,16230,111,0.947,0.044 +714757083,Attrited Customer,44,M,4,Uneducated,Married,$60K - $80K,Silver,37,1,2,2,29076.0,0,29076.0,0.77,8765,84,1.211,0.0 +789237333,Existing Customer,47,M,4,Post-Graduate,Divorced,$60K - $80K,Blue,36,4,2,5,20237.0,1593,18644.0,0.811,15041,102,1.0,0.079 +714949758,Existing Customer,51,F,3,Graduate,Single,Unknown,Platinum,42,3,1,4,34516.0,1913,32603.0,0.851,16712,123,0.708,0.055 +714136233,Attrited Customer,53,M,4,Graduate,Married,$120K +,Blue,38,5,2,3,34516.0,0,34516.0,0.854,8417,72,0.714,0.0 +778888083,Attrited Customer,45,F,2,Graduate,Married,$40K - $60K,Blue,26,6,2,4,4307.0,0,4307.0,0.743,8697,62,0.59,0.0 +710923533,Existing Customer,38,M,4,Unknown,Single,$120K +,Blue,31,3,2,3,34516.0,0,34516.0,0.604,15611,127,0.693,0.0 +709385133,Existing Customer,42,F,2,Doctorate,Married,Unknown,Blue,30,4,3,5,14828.0,1513,13315.0,0.748,15572,113,0.614,0.102 +716836308,Existing Customer,29,M,1,Graduate,Divorced,Less than $40K,Blue,36,4,3,2,3839.0,1139,2700.0,0.632,14791,124,0.771,0.297 +720633558,Existing Customer,37,F,3,Graduate,Divorced,Less than $40K,Blue,24,3,3,4,3727.0,995,2732.0,0.743,14786,101,0.656,0.267 +712846458,Existing Customer,45,M,4,High School,Divorced,$80K - $120K,Blue,39,5,3,4,14290.0,1432,12858.0,0.815,14709,125,0.689,0.1 +709399908,Existing Customer,34,F,2,Graduate,Single,$40K - $60K,Blue,23,4,2,2,7594.0,1442,6152.0,0.753,15026,99,0.678,0.19 +772698783,Existing Customer,50,F,2,College,Married,Less than $40K,Blue,40,3,2,4,8416.0,1549,6867.0,0.643,13988,124,0.771,0.184 +718665033,Attrited Customer,44,M,5,Doctorate,Single,$60K - $80K,Silver,36,2,3,4,34140.0,0,34140.0,0.877,8177,76,0.52,0.0 +771561183,Attrited Customer,42,F,4,Graduate,Single,$40K - $60K,Blue,30,6,3,3,13753.0,2517,11236.0,0.652,7464,66,0.692,0.183 +789008508,Existing Customer,44,M,4,College,Married,$80K - $120K,Blue,31,2,1,1,3472.0,1687,1785.0,0.645,13999,119,0.725,0.486 +719439108,Existing Customer,42,M,1,Graduate,Married,$40K - $60K,Silver,34,3,3,2,15315.0,1613,13702.0,0.859,14728,100,0.754,0.105 +720817533,Existing Customer,54,M,1,Uneducated,Married,$120K +,Blue,40,4,1,2,12086.0,1264,10822.0,0.986,15559,91,0.717,0.105 +813901458,Existing Customer,60,M,1,High School,Single,$60K - $80K,Silver,55,5,5,3,34516.0,1642,32874.0,0.709,14954,95,0.696,0.048 +717783483,Existing Customer,47,F,5,Post-Graduate,Divorced,Less than $40K,Blue,30,4,1,2,5016.0,2286,2730.0,0.669,17038,122,0.649,0.456 +718299933,Existing Customer,42,M,3,High School,Married,$40K - $60K,Blue,30,3,3,4,4333.0,739,3594.0,0.69,15903,100,0.754,0.171 +789074358,Existing Customer,46,M,2,High School,Single,$60K - $80K,Blue,34,2,2,1,10325.0,0,10325.0,0.866,16856,122,0.718,0.0 +712036383,Attrited Customer,49,M,4,High School,Single,$60K - $80K,Blue,30,6,3,3,18418.0,0,18418.0,0.918,9980,68,0.744,0.0 +720618033,Existing Customer,43,F,3,College,Married,$40K - $60K,Blue,36,1,3,2,9633.0,0,9633.0,0.638,14829,90,0.8,0.0 +720415833,Existing Customer,47,M,2,High School,Married,$60K - $80K,Blue,32,3,5,2,3842.0,1563,2279.0,0.781,14751,107,0.726,0.407 +720385608,Existing Customer,45,M,3,College,Unknown,$80K - $120K,Blue,31,2,1,4,20958.0,1936,19022.0,0.772,14314,99,0.768,0.092 +709937583,Existing Customer,45,F,2,High School,Single,Unknown,Blue,34,4,3,2,3024.0,1835,1189.0,0.793,14220,108,0.662,0.607 +770743983,Existing Customer,34,F,3,Uneducated,Single,$40K - $60K,Blue,20,1,2,3,8698.0,874,7824.0,0.708,15683,94,0.709,0.1 +715671183,Attrited Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,31,6,3,4,6824.0,2517,4307.0,0.972,9045,67,0.595,0.369 +711283008,Existing Customer,50,M,1,High School,Single,$80K - $120K,Silver,36,4,5,3,34516.0,0,34516.0,0.732,16019,105,0.694,0.0 +778873608,Existing Customer,44,M,4,Uneducated,Married,$80K - $120K,Silver,25,3,1,1,34516.0,1984,32532.0,0.734,14335,116,0.758,0.057 +709592808,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,28,5,3,4,3311.0,1556,1755.0,0.652,14470,103,0.746,0.47 +773306658,Existing Customer,54,M,1,Unknown,Single,$60K - $80K,Blue,48,4,5,4,4752.0,1230,3522.0,0.883,15678,103,0.717,0.259 +822084333,Attrited Customer,51,M,3,High School,Married,$80K - $120K,Blue,47,2,4,3,4041.0,0,4041.0,0.67,8219,84,0.909,0.0 +708821733,Attrited Customer,43,F,3,Unknown,Single,$40K - $60K,Silver,36,2,3,4,19713.0,531,19182.0,0.792,8301,70,0.591,0.027 +711070683,Existing Customer,48,F,3,Post-Graduate,Married,$40K - $60K,Blue,37,4,1,2,6725.0,493,6232.0,0.72,13891,106,0.606,0.073 +772596783,Existing Customer,31,M,1,Graduate,Unknown,Less than $40K,Gold,21,3,2,2,15261.0,1109,14152.0,0.655,15442,125,0.761,0.073 +806917983,Existing Customer,32,F,2,Graduate,Divorced,Unknown,Silver,27,2,3,1,33779.0,1526,32253.0,0.879,15200,126,0.8,0.045 +719329983,Existing Customer,42,F,3,Unknown,Unknown,Unknown,Blue,36,6,1,2,15648.0,0,15648.0,0.731,13784,88,0.913,0.0 +710190858,Existing Customer,28,M,1,Unknown,Unknown,$40K - $60K,Blue,15,5,2,4,9283.0,2288,6995.0,0.928,13804,110,0.719,0.246 +708880683,Existing Customer,49,M,5,College,Married,$40K - $60K,Blue,40,4,3,4,3970.0,892,3078.0,0.772,13697,102,0.759,0.225 +709332408,Existing Customer,44,F,1,High School,Single,Less than $40K,Blue,36,3,3,3,6159.0,1640,4519.0,0.619,13517,106,0.656,0.266 +710751033,Attrited Customer,31,F,1,Graduate,Single,Less than $40K,Blue,13,1,1,3,4829.0,0,4829.0,0.836,8286,65,0.857,0.0 +710679933,Attrited Customer,59,M,1,Graduate,Single,$80K - $120K,Blue,54,2,5,4,15633.0,0,15633.0,0.984,8660,58,0.758,0.0 +710849208,Existing Customer,47,M,2,Post-Graduate,Single,$120K +,Silver,35,3,3,4,34516.0,1652,32864.0,0.756,14738,113,0.766,0.048 +710056758,Existing Customer,51,M,4,High School,Single,$40K - $60K,Blue,36,2,2,4,10017.0,1850,8167.0,0.622,15635,116,0.681,0.185 +713520858,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,38,3,3,2,3895.0,1981,1914.0,0.839,16023,119,0.725,0.509 +714710733,Existing Customer,51,M,3,Unknown,Single,$80K - $120K,Blue,36,4,1,2,5611.0,0,5611.0,0.697,16557,120,0.622,0.0 +766769058,Existing Customer,51,M,1,Graduate,Single,$40K - $60K,Gold,44,3,3,3,22722.0,1790,20932.0,0.813,15817,121,0.754,0.079 +716990883,Existing Customer,38,M,5,Unknown,Married,$80K - $120K,Blue,26,5,1,2,16033.0,766,15267.0,0.682,15260,115,0.855,0.048 +718298733,Existing Customer,40,M,4,High School,Single,$80K - $120K,Blue,29,3,3,2,12978.0,0,12978.0,0.628,14134,85,0.7,0.0 +717174558,Attrited Customer,57,F,1,Uneducated,Single,Less than $40K,Blue,46,2,3,3,9129.0,0,9129.0,0.733,7733,81,0.884,0.0 +714543633,Attrited Customer,45,F,3,Unknown,Single,Less than $40K,Blue,36,1,2,5,7500.0,0,7500.0,0.576,8024,78,0.696,0.0 +715756683,Existing Customer,50,M,4,Graduate,Single,$80K - $120K,Blue,36,3,2,4,14804.0,1696,13108.0,0.959,15237,111,0.734,0.115 +719400108,Existing Customer,53,M,3,Unknown,Single,$80K - $120K,Blue,43,4,3,4,34516.0,1084,33432.0,0.686,14319,124,0.699,0.031 +710463408,Existing Customer,47,M,3,Unknown,Married,$80K - $120K,Blue,36,3,2,3,9683.0,1116,8567.0,0.721,15627,104,0.825,0.115 +708245808,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,36,4,1,4,19671.0,924,18747.0,0.82,13908,124,0.676,0.047 +799253808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Silver,36,5,2,3,34516.0,1294,33222.0,0.679,13845,120,0.791,0.037 +716552433,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,2,5056.0,1067,3989.0,0.749,15926,117,0.519,0.211 +720995583,Existing Customer,48,M,2,Graduate,Divorced,$60K - $80K,Silver,33,3,2,2,25217.0,1754,23463.0,0.712,15054,110,0.833,0.07 +780118158,Existing Customer,27,M,0,Graduate,Single,Less than $40K,Blue,13,2,2,4,3585.0,2420,1165.0,0.812,15656,124,0.746,0.675 +713668158,Attrited Customer,31,F,1,Uneducated,Single,Unknown,Blue,36,2,3,3,21067.0,0,21067.0,0.995,9212,71,0.821,0.0 +709249083,Attrited Customer,40,M,2,Unknown,Single,$60K - $80K,Blue,20,4,2,4,4283.0,0,4283.0,0.878,8672,64,1.207,0.0 +717081483,Existing Customer,37,M,2,Graduate,Divorced,$80K - $120K,Blue,25,3,2,2,25187.0,2209,22978.0,0.799,16606,96,0.778,0.088 +718455633,Existing Customer,60,F,0,Graduate,Single,Unknown,Gold,55,4,3,2,7469.0,2517,4952.0,0.656,16328,124,0.771,0.337 +708974283,Existing Customer,50,M,4,Graduate,Married,$60K - $80K,Blue,34,5,1,1,18142.0,0,18142.0,0.857,15427,95,0.792,0.0 +713399583,Attrited Customer,49,M,2,Unknown,Married,$80K - $120K,Blue,39,2,3,4,29865.0,2097,27768.0,0.902,8636,74,0.947,0.07 +713293983,Existing Customer,52,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,33,5,3,2,3388.0,2517,871.0,0.919,15313,91,0.784,0.743 +714785508,Existing Customer,49,M,2,High School,Single,$80K - $120K,Silver,40,4,3,2,34516.0,1313,33203.0,0.583,15154,99,0.833,0.038 +827318958,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,45,5,3,2,9431.0,1785,7646.0,0.603,14261,99,0.65,0.189 +718496283,Existing Customer,42,F,1,College,Single,Unknown,Silver,31,6,2,3,30770.0,2228,28542.0,0.712,15998,121,0.704,0.072 +709608708,Attrited Customer,29,M,1,Graduate,Married,$60K - $80K,Blue,17,5,1,4,6500.0,2517,3983.0,0.915,9451,79,0.646,0.387 +710939283,Existing Customer,45,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,3,2,4,4209.0,1300,2909.0,0.75,16078,105,0.615,0.309 +770824833,Existing Customer,32,M,1,Graduate,Divorced,$40K - $60K,Blue,19,2,3,5,3657.0,1135,2522.0,0.795,16236,94,0.808,0.31 +779082633,Existing Customer,30,M,2,Uneducated,Single,$60K - $80K,Blue,13,3,2,3,4107.0,979,3128.0,0.647,14596,104,0.733,0.238 +720515883,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,46,4,3,2,3638.0,0,3638.0,0.837,16469,115,0.667,0.0 +747885858,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,31,5,3,3,8325.0,2048,6277.0,0.92,14571,91,0.655,0.246 +779140533,Existing Customer,49,M,2,Doctorate,Married,$120K +,Blue,34,3,6,4,27124.0,2311,24813.0,0.73,15195,121,0.729,0.085 +716619558,Existing Customer,38,F,0,High School,Single,Less than $40K,Silver,36,4,3,2,13747.0,1941,11806.0,0.748,16401,119,0.608,0.141 +788633733,Existing Customer,36,M,3,Graduate,Married,$60K - $80K,Silver,13,4,3,2,28174.0,1173,27001.0,0.779,16258,108,0.714,0.042 +715291908,Existing Customer,31,M,1,College,Single,$40K - $60K,Blue,36,3,1,2,11109.0,2045,9064.0,0.625,13988,92,0.84,0.184 +709977933,Attrited Customer,52,M,5,Uneducated,Married,$80K - $120K,Blue,44,2,3,4,9959.0,199,9760.0,1.003,8517,60,0.5,0.02 +716454858,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,28,6,1,3,4014.0,2266,1748.0,0.718,14257,94,0.958,0.565 +720539583,Existing Customer,46,M,4,Unknown,Single,$60K - $80K,Blue,31,4,1,4,21226.0,1202,20024.0,0.755,14103,96,0.655,0.057 +739021908,Existing Customer,56,F,2,Unknown,Married,$40K - $60K,Blue,49,3,3,2,3681.0,0,3681.0,0.693,13222,112,0.931,0.0 +711289533,Existing Customer,39,M,4,Post-Graduate,Single,$80K - $120K,Blue,32,5,3,2,26710.0,1681,25029.0,0.741,14043,117,0.746,0.063 +716464533,Existing Customer,32,F,1,Graduate,Married,Less than $40K,Blue,36,4,3,3,9550.0,2517,7033.0,0.713,13783,116,0.841,0.264 +710590683,Attrited Customer,33,M,2,Unknown,Married,$120K +,Blue,36,3,3,5,16127.0,0,16127.0,0.769,7729,82,1.0,0.0 +710081208,Attrited Customer,52,M,2,College,Single,$120K +,Blue,32,4,3,1,4935.0,0,4935.0,0.713,7886,64,0.882,0.0 +717482658,Existing Customer,55,M,2,High School,Single,$80K - $120K,Blue,36,3,2,2,18022.0,0,18022.0,0.823,14485,106,0.738,0.0 +712246983,Existing Customer,50,M,4,High School,Married,$80K - $120K,Blue,43,2,2,5,16748.0,2413,14335.0,0.769,15338,121,0.635,0.144 +711460458,Attrited Customer,44,M,1,Uneducated,Married,$40K - $60K,Blue,34,5,2,3,10973.0,0,10973.0,0.792,10583,75,0.786,0.0 +713159133,Existing Customer,32,F,2,High School,Single,Less than $40K,Silver,23,4,2,2,14143.0,1472,12671.0,0.777,13785,117,0.648,0.104 +710047533,Attrited Customer,51,M,3,Graduate,Single,$80K - $120K,Gold,36,4,3,3,34516.0,2201,32315.0,0.978,8614,63,0.75,0.064 +716708583,Attrited Customer,54,M,4,Graduate,Married,$120K +,Blue,36,2,3,5,7684.0,0,7684.0,0.61,7667,68,0.789,0.0 +712766208,Attrited Customer,45,M,5,Uneducated,Single,$120K +,Silver,36,4,2,1,34516.0,0,34516.0,0.732,8603,84,0.615,0.0 +715150983,Attrited Customer,44,F,3,Unknown,Single,Unknown,Blue,34,2,3,3,26021.0,0,26021.0,1.04,8898,60,0.538,0.0 +717991533,Existing Customer,44,M,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,2,3843.0,1460,2383.0,0.811,16461,105,0.909,0.38 +797641683,Existing Customer,40,M,3,Uneducated,Married,$80K - $120K,Blue,34,4,3,2,14840.0,2043,12797.0,0.778,16256,111,0.85,0.138 +714879483,Attrited Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,31,1,3,3,3929.0,542,3387.0,0.811,7773,64,0.73,0.138 +720105933,Existing Customer,48,M,3,Uneducated,Divorced,$40K - $60K,Blue,35,3,5,3,11427.0,2307,9120.0,0.848,15243,107,0.754,0.202 +804670758,Existing Customer,48,F,5,Unknown,Divorced,Unknown,Blue,43,4,3,2,20974.0,2249,18725.0,0.567,15903,121,0.571,0.107 +818987958,Existing Customer,43,M,4,Graduate,Unknown,$40K - $60K,Blue,38,5,1,3,3771.0,0,3771.0,0.675,14662,125,0.667,0.0 +824160333,Existing Customer,56,M,2,High School,Unknown,$120K +,Blue,52,6,2,2,23362.0,1453,21909.0,0.848,15399,116,0.841,0.062 +714919308,Attrited Customer,32,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,8135.0,0,8135.0,0.841,8620,67,0.971,0.0 +717928308,Existing Customer,40,F,1,Uneducated,Single,Less than $40K,Silver,34,5,2,2,13669.0,1774,11895.0,0.653,15772,130,0.625,0.13 +788890533,Existing Customer,54,M,2,College,Married,$80K - $120K,Silver,39,4,1,4,34516.0,2305,32211.0,0.586,13756,106,0.71,0.067 +779692608,Existing Customer,36,M,1,Uneducated,Married,$60K - $80K,Blue,19,6,3,5,9764.0,0,9764.0,0.689,15097,115,0.797,0.0 +717774333,Attrited Customer,48,M,3,High School,Married,$60K - $80K,Blue,36,1,2,5,8431.0,0,8431.0,0.222,5189,57,0.357,0.0 +718140783,Existing Customer,47,M,4,Unknown,Married,$60K - $80K,Blue,36,4,5,2,10585.0,1749,8836.0,0.655,18484,108,0.588,0.165 +714465558,Existing Customer,41,M,4,Unknown,Married,$120K +,Silver,36,3,1,4,34516.0,2205,32311.0,0.897,15033,98,0.922,0.064 +804431283,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,52,5,1,2,7882.0,1101,6781.0,0.682,14651,120,0.6,0.14 +715199808,Existing Customer,39,F,3,Graduate,Unknown,Unknown,Silver,30,6,3,5,33905.0,2070,31835.0,0.685,15335,99,0.768,0.061 +759584958,Attrited Customer,51,F,1,Graduate,Married,Unknown,Silver,44,4,2,4,33004.0,2418,30586.0,0.923,10156,72,0.946,0.073 +758802333,Existing Customer,40,M,2,Graduate,Single,$120K +,Blue,33,3,1,2,20891.0,1213,19678.0,0.717,14641,117,0.773,0.058 +720237408,Existing Customer,59,M,1,Doctorate,Single,$80K - $120K,Blue,49,4,2,2,22715.0,707,22008.0,0.848,15004,117,0.887,0.031 +713787333,Existing Customer,46,M,2,High School,Single,Less than $40K,Blue,36,5,1,0,3818.0,1142,2676.0,0.709,14731,113,0.948,0.299 +709660233,Attrited Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,44,1,2,4,3526.0,2429,1097.0,0.712,7775,63,0.909,0.689 +721005108,Existing Customer,41,M,0,College,Married,$40K - $60K,Blue,29,3,2,2,6991.0,1384,5607.0,0.66,14994,104,0.733,0.198 +809589783,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Silver,36,3,3,2,16268.0,817,15451.0,0.64,13969,120,0.69,0.05 +712627083,Attrited Customer,38,M,4,Uneducated,Married,$80K - $120K,Blue,25,5,2,4,5768.0,0,5768.0,0.924,9867,78,0.902,0.0 +778444908,Existing Customer,57,M,2,Graduate,Married,$120K +,Silver,39,4,2,3,34516.0,1444,33072.0,0.568,16392,116,0.657,0.042 +711433908,Attrited Customer,41,F,3,Uneducated,Married,Less than $40K,Blue,30,1,2,3,9491.0,0,9491.0,1.056,9061,51,1.684,0.0 +768728508,Existing Customer,45,F,5,Doctorate,Married,Less than $40K,Gold,39,6,3,2,15987.0,1096,14891.0,0.625,14209,103,0.776,0.069 +789937683,Existing Customer,37,M,3,Post-Graduate,Married,$40K - $60K,Blue,28,4,1,2,3645.0,701,2944.0,0.654,15559,120,0.739,0.192 +711788583,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,2,3466.0,1444,2022.0,0.653,15075,124,0.699,0.417 +819196158,Existing Customer,49,F,2,Unknown,Single,Less than $40K,Blue,44,5,2,3,9797.0,998,8799.0,0.886,15013,116,0.841,0.102 +710207208,Existing Customer,31,F,1,Unknown,Single,Less than $40K,Blue,18,3,1,3,3399.0,1800,1599.0,0.752,13148,121,0.806,0.53 +713994108,Existing Customer,40,M,5,High School,Married,$60K - $80K,Blue,33,3,1,2,4155.0,1315,2840.0,0.767,15851,128,0.855,0.316 +712509108,Attrited Customer,46,F,3,Doctorate,Single,Less than $40K,Gold,36,1,3,5,15164.0,532,14632.0,0.858,8356,68,0.478,0.035 +711745233,Attrited Customer,30,F,0,High School,Single,Unknown,Blue,22,1,2,4,13894.0,0,13894.0,0.845,9351,69,0.533,0.0 +778745058,Existing Customer,50,M,3,High School,Single,$80K - $120K,Silver,41,2,2,1,34516.0,0,34516.0,0.627,15059,118,0.735,0.0 +721455558,Existing Customer,56,M,0,Graduate,Single,$60K - $80K,Blue,44,1,3,2,6828.0,1859,4969.0,0.752,14713,104,0.677,0.272 +710721858,Attrited Customer,46,F,3,Unknown,Married,$40K - $60K,Blue,37,2,3,4,5542.0,0,5542.0,0.808,8246,59,0.639,0.0 +769206483,Existing Customer,58,M,3,Unknown,Married,$120K +,Blue,52,3,3,3,15733.0,2101,13632.0,0.597,13986,97,0.764,0.134 +769587258,Existing Customer,38,M,3,College,Single,$60K - $80K,Silver,32,4,2,2,30082.0,1671,28411.0,0.707,15240,126,0.8,0.056 +712080333,Existing Customer,46,M,2,High School,Divorced,$120K +,Blue,34,3,2,4,3659.0,1381,2278.0,0.669,16252,112,0.623,0.377 +712457208,Attrited Customer,58,M,1,Graduate,Single,$80K - $120K,Blue,36,6,3,4,22718.0,0,22718.0,0.747,8100,77,0.833,0.0 +719934783,Existing Customer,43,M,3,Doctorate,Married,$80K - $120K,Blue,27,4,2,2,3676.0,673,3003.0,0.629,14651,105,0.78,0.183 +709589208,Existing Customer,53,M,0,Graduate,Single,$60K - $80K,Blue,35,3,1,3,17721.0,596,17125.0,0.694,14409,83,0.844,0.034 +714860808,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,39,5,3,2,4404.0,2272,2132.0,0.809,15709,93,0.722,0.516 +713934633,Attrited Customer,40,F,4,Uneducated,Divorced,Less than $40K,Blue,35,2,3,3,4423.0,2517,1906.0,0.84,8935,87,0.933,0.569 +773185833,Existing Customer,49,M,3,High School,Married,$60K - $80K,Gold,42,3,1,4,34516.0,0,34516.0,0.838,15095,102,0.759,0.0 +715923408,Existing Customer,30,F,0,College,Married,Less than $40K,Blue,19,4,2,3,4184.0,1254,2930.0,0.549,14999,110,0.719,0.3 +778956033,Existing Customer,51,M,1,Graduate,Married,$80K - $120K,Blue,32,3,2,3,34516.0,1549,32967.0,0.892,15151,104,0.677,0.045 +712260633,Existing Customer,47,F,5,Doctorate,Single,Unknown,Blue,36,4,1,4,26923.0,2461,24462.0,0.602,13643,94,0.918,0.091 +714945708,Attrited Customer,33,M,4,College,Single,$40K - $60K,Silver,20,2,1,3,15977.0,0,15977.0,0.702,7745,64,0.684,0.0 +720971358,Existing Customer,59,M,0,High School,Single,$80K - $120K,Blue,47,5,3,3,26812.0,1491,25321.0,0.679,14838,110,0.642,0.056 +719701383,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,32,4,3,3,5175.0,0,5175.0,0.72,14304,99,0.768,0.0 +764316708,Existing Customer,30,F,1,High School,Single,Less than $40K,Blue,23,3,2,2,3955.0,2352,1603.0,0.779,16423,109,0.758,0.595 +715545933,Existing Customer,43,M,5,Graduate,Married,$120K +,Blue,36,6,2,4,22355.0,2179,20176.0,0.726,14268,99,0.8,0.097 +714524583,Attrited Customer,56,M,3,Uneducated,Married,$80K - $120K,Blue,46,1,3,3,23240.0,1534,21706.0,0.971,9441,82,0.907,0.066 +780079833,Existing Customer,43,M,3,Graduate,Divorced,$60K - $80K,Blue,28,3,3,4,5479.0,1183,4296.0,0.596,14728,126,0.909,0.216 +714199008,Attrited Customer,50,M,2,Unknown,Married,$120K +,Blue,36,6,2,2,16081.0,492,15589.0,0.204,6100,61,0.564,0.031 +719941533,Existing Customer,32,F,1,Graduate,Married,Less than $40K,Blue,20,3,1,4,5497.0,1735,3762.0,0.664,16266,124,0.771,0.316 +715544883,Existing Customer,39,M,1,Graduate,Married,Less than $40K,Silver,30,4,3,3,14135.0,630,13505.0,0.64,13703,99,0.768,0.045 +710122458,Existing Customer,38,M,2,High School,Single,$60K - $80K,Silver,36,5,3,2,31546.0,2057,29489.0,0.625,15311,108,0.714,0.065 +713833233,Existing Customer,49,M,5,Uneducated,Married,$80K - $120K,Silver,30,3,3,2,34516.0,1768,32748.0,0.767,15134,124,0.722,0.051 +719326758,Attrited Customer,52,F,0,Doctorate,Married,Less than $40K,Blue,36,4,3,2,4353.0,1489,2864.0,0.945,9226,85,1.073,0.342 +711686658,Existing Customer,48,M,5,High School,Married,$80K - $120K,Silver,40,6,2,2,34516.0,1417,33099.0,0.692,16579,109,0.879,0.041 +708964683,Existing Customer,48,F,4,College,Unknown,Unknown,Blue,36,3,2,1,3310.0,0,3310.0,0.748,14542,89,0.854,0.0 +718840833,Attrited Customer,49,M,3,High School,Single,$40K - $60K,Blue,36,1,3,4,4601.0,0,4601.0,0.962,9610,76,0.689,0.0 +797228883,Existing Customer,46,M,2,High School,Married,$40K - $60K,Blue,40,3,3,0,3981.0,0,3981.0,0.626,14340,114,0.781,0.0 +709566408,Attrited Customer,40,F,2,Graduate,Single,Less than $40K,Blue,30,5,3,6,4458.0,0,4458.0,0.935,9640,70,0.707,0.0 +780097533,Existing Customer,48,M,3,Doctorate,Divorced,$80K - $120K,Blue,33,4,1,2,10292.0,0,10292.0,0.656,15148,111,0.79,0.0 +715020933,Attrited Customer,44,F,4,High School,Unknown,Unknown,Blue,34,4,3,4,15944.0,0,15944.0,0.919,9360,67,0.763,0.0 +711149133,Attrited Customer,30,F,1,Graduate,Married,Unknown,Blue,18,4,1,4,4377.0,2517,1860.0,0.941,8759,74,0.609,0.575 +716832858,Attrited Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,34,1,2,4,4930.0,159,4771.0,0.592,7412,60,0.579,0.032 +715154058,Attrited Customer,49,F,0,Unknown,Married,Less than $40K,Blue,39,1,3,3,4982.0,2517,2465.0,0.903,9274,65,0.857,0.505 +789497283,Attrited Customer,50,M,2,High School,Single,$120K +,Blue,42,1,3,2,34162.0,1723,32439.0,0.429,7572,56,0.697,0.05 +711834708,Existing Customer,55,M,4,College,Married,$80K - $120K,Blue,40,4,2,5,4047.0,1482,2565.0,0.959,16191,102,0.789,0.366 +785038908,Existing Customer,43,F,0,Graduate,Married,Less than $40K,Blue,37,3,1,4,6380.0,1160,5220.0,0.753,17119,124,0.797,0.182 +720001758,Existing Customer,42,F,1,Graduate,Single,Less than $40K,Blue,34,5,1,3,3534.0,1175,2359.0,0.737,13588,94,0.808,0.332 +778428108,Existing Customer,36,F,1,Graduate,Single,Less than $40K,Blue,16,6,5,3,6091.0,1184,4907.0,0.766,17437,113,0.766,0.194 +715268508,Existing Customer,42,M,3,Graduate,Married,$40K - $60K,Gold,36,3,2,5,23981.0,1399,22582.0,0.712,14840,125,0.761,0.058 +788741733,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,32,4,2,3,7832.0,1784,6048.0,0.711,14614,106,0.656,0.228 +717355533,Existing Customer,56,M,3,Graduate,Single,$120K +,Blue,44,3,1,2,34516.0,1307,33209.0,0.558,13759,120,0.765,0.038 +712128258,Existing Customer,49,F,4,High School,Single,Less than $40K,Silver,40,5,3,5,13704.0,2127,11577.0,0.805,15872,116,0.681,0.155 +735825258,Existing Customer,39,M,2,High School,Single,Less than $40K,Blue,32,4,1,4,4423.0,1643,2780.0,0.724,15467,112,0.623,0.371 +714544908,Attrited Customer,56,M,4,Graduate,Divorced,$60K - $80K,Blue,36,6,3,3,6224.0,0,6224.0,0.92,8979,68,0.581,0.0 +818712633,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Blue,36,4,6,2,4133.0,1067,3066.0,0.632,16100,119,0.608,0.258 +709831983,Existing Customer,57,M,2,Uneducated,Single,$120K +,Blue,46,3,2,3,34516.0,1244,33272.0,0.606,15176,126,0.8,0.036 +789398733,Existing Customer,56,M,3,Graduate,Married,$120K +,Blue,46,3,3,2,5270.0,779,4491.0,0.731,16179,105,0.694,0.148 +716850558,Existing Customer,48,M,4,Graduate,Unknown,$60K - $80K,Gold,32,5,1,3,34516.0,1285,33231.0,0.654,15279,122,0.649,0.037 +717316008,Existing Customer,38,M,2,Unknown,Married,$120K +,Blue,36,6,2,3,3782.0,0,3782.0,0.717,14977,117,0.721,0.0 +714677583,Attrited Customer,50,F,3,Doctorate,Single,Unknown,Blue,36,4,3,3,5173.0,0,5173.0,0.912,8757,68,0.789,0.0 +767348733,Existing Customer,56,M,2,Unknown,Married,$60K - $80K,Blue,49,3,3,3,4058.0,793,3265.0,0.758,15865,105,0.667,0.195 +779900808,Existing Customer,32,M,0,College,Single,$60K - $80K,Blue,16,2,3,2,21551.0,0,21551.0,0.536,14950,94,0.843,0.0 +719900733,Existing Customer,60,M,1,High School,Married,$40K - $60K,Blue,47,3,1,3,9805.0,1007,8798.0,0.8,14641,95,0.9,0.103 +816517683,Existing Customer,38,F,2,Doctorate,Married,Less than $40K,Blue,33,4,3,3,7530.0,1336,6194.0,0.749,14719,115,0.855,0.177 +755305683,Existing Customer,45,M,5,Graduate,Married,$60K - $80K,Blue,38,5,1,4,8983.0,0,8983.0,0.713,15163,124,0.746,0.0 +715769958,Existing Customer,53,F,3,Unknown,Married,$40K - $60K,Blue,39,3,2,2,4855.0,1912,2943.0,0.606,14969,104,0.763,0.394 +715493733,Attrited Customer,53,M,2,Graduate,Married,$40K - $60K,Blue,36,2,3,4,5735.0,0,5735.0,1.009,9088,64,0.684,0.0 +827440458,Attrited Customer,48,M,4,College,Married,$80K - $120K,Blue,44,2,3,3,9524.0,1449,8075.0,0.559,7527,58,0.657,0.152 +715713408,Existing Customer,55,M,2,Graduate,Married,Less than $40K,Gold,46,3,5,3,15987.0,0,15987.0,0.82,15853,117,0.56,0.0 +720128658,Attrited Customer,49,M,1,Uneducated,Single,$120K +,Blue,30,5,3,3,5181.0,0,5181.0,0.83,8943,68,1.0,0.0 +770038983,Attrited Customer,37,M,4,High School,Single,$60K - $80K,Silver,31,1,3,3,28831.0,2517,26314.0,0.77,8688,69,0.769,0.087 +714684108,Attrited Customer,31,M,1,Post-Graduate,Single,$40K - $60K,Blue,24,4,2,4,4169.0,534,3635.0,0.836,8565,70,0.795,0.128 +708942408,Existing Customer,46,F,3,Uneducated,Single,$40K - $60K,Blue,36,3,2,2,7020.0,1784,5236.0,0.815,16937,116,0.731,0.254 +779134458,Attrited Customer,33,F,1,Doctorate,Single,Less than $40K,Blue,15,1,1,3,3709.0,1180,2529.0,0.645,8130,74,0.897,0.318 +710066133,Attrited Customer,30,M,0,Graduate,Single,Less than $40K,Silver,36,4,3,3,12833.0,0,12833.0,0.853,9619,75,0.786,0.0 +709578258,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,33,4,3,2,3804.0,1917,1887.0,0.744,14321,102,0.759,0.504 +718043583,Existing Customer,50,M,2,Uneducated,Single,$120K +,Blue,40,5,3,4,21794.0,1368,20426.0,0.691,15111,116,0.706,0.063 +715186608,Existing Customer,43,M,4,Graduate,Married,$80K - $120K,Blue,35,3,2,3,3304.0,2517,787.0,0.741,14565,120,0.818,0.762 +708447858,Existing Customer,59,F,2,Uneducated,Married,Less than $40K,Blue,36,6,3,2,3850.0,0,3850.0,0.509,15107,117,0.918,0.0 +718071933,Existing Customer,49,M,1,Graduate,Married,$40K - $60K,Blue,36,4,2,3,4158.0,1889,2269.0,0.872,15842,130,0.831,0.454 +771217758,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,31,3,2,3,4182.0,2028,2154.0,0.658,16920,114,0.606,0.485 +721210158,Existing Customer,29,M,2,College,Married,$40K - $60K,Blue,17,3,1,3,4626.0,1232,3394.0,0.731,14740,102,0.759,0.266 +788779983,Existing Customer,58,M,2,Post-Graduate,Married,$80K - $120K,Blue,39,4,2,3,3742.0,2517,1225.0,0.75,16401,121,0.806,0.673 +718614183,Attrited Customer,43,F,4,High School,Unknown,Less than $40K,Silver,31,6,2,2,13651.0,0,13651.0,1.046,9772,71,0.775,0.0 +709865883,Attrited Customer,38,M,2,High School,Divorced,$60K - $80K,Silver,25,1,2,3,26794.0,821,25973.0,0.848,8788,58,0.933,0.031 +766273533,Existing Customer,53,M,2,Uneducated,Unknown,$80K - $120K,Blue,46,3,6,3,17190.0,1736,15454.0,0.698,15055,117,0.696,0.101 +717390408,Attrited Customer,49,F,4,Uneducated,Married,$40K - $60K,Blue,36,5,2,3,4167.0,0,4167.0,0.581,7590,87,0.776,0.0 +718655808,Existing Customer,44,F,3,Uneducated,Married,Less than $40K,Silver,36,3,3,2,12944.0,1200,11744.0,0.839,16161,105,0.944,0.093 +817035108,Existing Customer,31,M,2,Graduate,Single,Less than $40K,Blue,14,4,3,3,6933.0,1870,5063.0,0.656,15585,115,0.917,0.27 +747551658,Existing Customer,47,M,3,High School,Unknown,$80K - $120K,Silver,40,5,3,2,34516.0,1371,33145.0,0.691,15930,123,0.836,0.04 +713281833,Attrited Customer,37,M,3,Unknown,Single,$40K - $60K,Blue,29,6,2,3,13589.0,2517,11072.0,0.941,9456,79,1.026,0.185 +771982083,Existing Customer,44,M,4,Doctorate,Married,$80K - $120K,Blue,33,3,1,3,4552.0,1144,3408.0,0.709,14418,104,0.677,0.251 +717642633,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,40,3,3,3,3750.0,1801,1949.0,0.889,17995,116,0.657,0.48 +772721208,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,4,3,3,17655.0,1720,15935.0,0.706,16293,120,0.739,0.097 +714385983,Existing Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,36,5,3,2,8224.0,1239,6985.0,0.793,16319,124,0.653,0.151 +712516608,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,36,6,2,3,3946.0,1275,2671.0,0.647,14822,96,0.811,0.323 +714725883,Existing Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,36,4,1,0,5654.0,2470,3184.0,0.637,15123,111,0.881,0.437 +709398708,Existing Customer,40,M,3,High School,Divorced,$60K - $80K,Blue,36,3,1,2,16268.0,2517,13751.0,0.652,15925,124,0.824,0.155 +715090008,Existing Customer,45,M,4,Graduate,Single,$60K - $80K,Silver,36,2,3,4,28564.0,2517,26047.0,0.711,14875,107,0.783,0.088 +709159308,Existing Customer,42,F,4,High School,Single,Less than $40K,Blue,30,3,1,3,6172.0,1212,4960.0,0.723,16622,99,0.65,0.196 +711348033,Existing Customer,50,M,2,Graduate,Married,$40K - $60K,Blue,40,4,3,2,5435.0,1243,4192.0,0.749,16202,117,0.671,0.229 +788230158,Existing Customer,29,M,1,Unknown,Married,$40K - $60K,Silver,20,3,1,2,16496.0,1409,15087.0,0.677,16715,126,0.703,0.085 +718170033,Existing Customer,42,F,4,Uneducated,Married,Unknown,Blue,23,4,1,2,8348.0,0,8348.0,0.695,15905,111,0.708,0.0 +718161708,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,34,5,1,2,7562.0,1500,6062.0,0.632,14908,100,0.754,0.198 +717714633,Existing Customer,49,M,3,Uneducated,Married,$120K +,Gold,38,4,3,4,14938.0,0,14938.0,0.737,15277,131,0.724,0.0 +824150733,Existing Customer,43,M,2,High School,Married,$80K - $120K,Silver,39,3,1,3,34516.0,1987,32529.0,0.673,16177,122,0.848,0.058 +713768358,Existing Customer,45,M,4,Graduate,Single,$40K - $60K,Blue,35,3,2,2,7935.0,888,7047.0,0.779,15380,122,0.694,0.112 +709188108,Existing Customer,45,M,2,Graduate,Single,$60K - $80K,Silver,33,4,2,2,34516.0,1529,32987.0,0.609,13940,105,0.81,0.044 +720328983,Attrited Customer,52,F,5,Unknown,Married,Less than $40K,Blue,36,4,3,3,9611.0,0,9611.0,0.84,7636,64,0.829,0.0 +712296408,Existing Customer,36,F,3,Unknown,Married,$40K - $60K,Blue,22,5,3,3,12958.0,2273,10685.0,0.608,15681,96,0.627,0.175 +719106783,Existing Customer,52,M,1,High School,Single,$80K - $120K,Blue,41,4,1,4,4103.0,1972,2131.0,0.665,16344,118,0.788,0.481 +713437008,Attrited Customer,40,F,3,Graduate,Married,Unknown,Blue,25,1,2,3,6888.0,1878,5010.0,1.059,9038,64,0.829,0.273 +719574033,Existing Customer,38,M,1,High School,Single,$60K - $80K,Blue,28,2,2,2,21906.0,0,21906.0,0.696,15349,119,0.7,0.0 +716123283,Existing Customer,59,M,1,Unknown,Single,$60K - $80K,Blue,48,3,1,2,7288.0,0,7288.0,0.64,14873,120,0.714,0.0 +789023508,Existing Customer,46,M,3,Unknown,Married,$80K - $120K,Blue,33,4,1,3,34516.0,1099,33417.0,0.816,15490,110,0.618,0.032 +710005683,Existing Customer,56,M,2,College,Single,$80K - $120K,Blue,46,3,3,5,12540.0,1696,10844.0,0.799,16518,115,0.716,0.135 +801036033,Existing Customer,31,M,0,High School,Single,$40K - $60K,Blue,25,3,2,3,4493.0,1388,3105.0,0.795,17744,104,0.763,0.309 +716644008,Attrited Customer,55,M,3,Graduate,Single,$120K +,Silver,36,4,3,4,34516.0,0,34516.0,1.007,9931,70,0.75,0.0 +709094358,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,41,4,2,3,8900.0,798,8102.0,0.647,16737,88,0.66,0.09 +719848008,Existing Customer,39,M,2,Graduate,Unknown,$60K - $80K,Silver,36,4,2,2,29808.0,0,29808.0,0.669,16098,128,0.684,0.0 +718372458,Existing Customer,42,M,2,Graduate,Unknown,$40K - $60K,Blue,30,3,2,5,3735.0,1723,2012.0,0.595,14501,92,0.84,0.461 +720608658,Existing Customer,33,F,1,Uneducated,Single,Less than $40K,Blue,36,5,3,3,8398.0,1875,6523.0,0.727,16706,123,0.757,0.223 +717185658,Attrited Customer,51,M,1,High School,Married,$80K - $120K,Blue,36,4,3,4,22754.0,0,22754.0,0.799,8531,77,0.791,0.0 +715474083,Existing Customer,51,M,3,Graduate,Single,$60K - $80K,Silver,36,3,2,2,29663.0,1743,27920.0,0.667,14638,93,0.722,0.059 +709646433,Attrited Customer,59,F,1,High School,Married,Less than $40K,Blue,50,1,4,3,5043.0,743,4300.0,0.805,10170,66,0.784,0.147 +717494358,Existing Customer,58,F,0,Graduate,Single,Less than $40K,Blue,48,2,2,5,4299.0,1334,2965.0,0.66,15068,123,0.685,0.31 +713924283,Attrited Customer,61,M,0,Graduate,Single,$60K - $80K,Blue,54,2,1,4,11859.0,1644,10215.0,0.866,8930,79,0.837,0.139 +714471183,Attrited Customer,47,M,4,Graduate,Divorced,$80K - $120K,Blue,39,4,3,4,17504.0,476,17028.0,0.892,10468,66,0.737,0.027 +780613758,Existing Customer,47,M,5,High School,Single,Less than $40K,Blue,35,4,3,5,4165.0,0,4165.0,0.813,17093,111,0.82,0.0 +718225683,Existing Customer,56,M,1,Graduate,Single,$80K - $120K,Silver,49,5,2,2,34516.0,1091,33425.0,0.64,15274,108,0.714,0.032 +710734308,Existing Customer,49,M,1,Graduate,Single,$60K - $80K,Blue,40,6,3,3,6481.0,1569,4912.0,0.692,15937,119,0.803,0.242 +708564858,Attrited Customer,33,M,2,College,Married,$120K +,Gold,20,2,1,4,34516.0,0,34516.0,1.004,9338,73,0.622,0.0 +713733633,Attrited Customer,27,M,0,High School,Divorced,$60K - $80K,Blue,36,2,3,2,13303.0,2517,10786.0,0.929,10219,85,0.809,0.189 +720841533,Existing Customer,29,M,0,Graduate,Married,Less than $40K,Blue,15,3,1,5,4700.0,0,4700.0,0.617,14723,96,0.655,0.0 +712210458,Existing Customer,38,M,1,Uneducated,Single,$40K - $60K,Blue,36,2,3,2,5639.0,1558,4081.0,0.614,16628,109,0.946,0.276 +714109308,Existing Customer,46,M,5,College,Single,$80K - $120K,Blue,36,1,2,3,13187.0,2241,10946.0,0.689,15354,112,0.931,0.17 +712503408,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,40,6,3,4,17925.0,1909,16016.0,0.712,17498,111,0.82,0.106 +713755458,Attrited Customer,50,M,1,Unknown,Unknown,$80K - $120K,Blue,36,6,3,4,9959.0,952,9007.0,0.825,10310,63,1.1,0.096 +716893683,Attrited Customer,55,F,3,Uneducated,Single,Unknown,Blue,47,4,3,3,14657.0,2517,12140.0,0.166,6009,53,0.514,0.172 +710841183,Existing Customer,54,M,1,High School,Single,$60K - $80K,Blue,34,5,2,0,13940.0,2109,11831.0,0.66,15577,114,0.754,0.151 +713899383,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,50,4,1,4,3688.0,606,3082.0,0.57,14596,120,0.791,0.164 +772366833,Existing Customer,50,M,2,Graduate,Single,$40K - $60K,Blue,40,3,2,3,4003.0,1851,2152.0,0.703,15476,117,0.857,0.462 +710638233,Attrited Customer,41,M,2,Unknown,Divorced,$40K - $60K,Blue,25,4,2,3,4277.0,2186,2091.0,0.804,8764,69,0.683,0.511 +716506083,Attrited Customer,44,F,1,High School,Married,Less than $40K,Blue,36,5,3,4,5409.0,0,5409.0,0.819,10291,60,0.818,0.0 +717406983,Attrited Customer,30,M,2,Graduate,Unknown,$40K - $60K,Blue,36,4,3,3,5281.0,0,5281.0,0.535,8395,62,0.722,0.0 +714337233,Attrited Customer,43,F,2,Graduate,Married,Less than $40K,Silver,25,6,2,4,10388.0,1961,8427.0,0.703,10294,61,0.649,0.189 diff --git a/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_001.json b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_001.json new file mode 100644 index 0000000000000000000000000000000000000000..bf55a9d3a55f54deeccee6df813f61bbb5bd83b3 --- /dev/null +++ b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_001.json @@ -0,0 +1,51 @@ +{ + "id": "001", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "House Sales in King County USA", + "table_path": "kaggle/House Sales in King County USA", + "query": "Walking through this house built way back in 1911, the realtor mentioned its unique identifier is 7934000145. The listing from December 1st, 2014, shows it has 4 bedrooms and 2.75 bathrooms spread over 2 floors. With 2,900 square feet of living space on a 6,400 square foot lot, it feels roomy, though the view score is a 0. The condition is listed as a 3, and it's located at ZIP code 98136, with coordinates 47.5563 latitude and -122.393 longitude. The main living area is 2,040 square feet with an 860 square foot basement, and the average living space for the 15 nearest homes is 1,340 square feet. Given all this, what do you think a fair selling price would be?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "id": 7934000145, + "date": "20141201T000000", + "price": 450000.0, + "bedrooms": 4, + "bathrooms": 2.75, + "sqft_living": 2900, + "sqft_lot": 6400, + "floors": 2.0, + "waterfront": "NULL", + "view": 0, + "condition": 3, + "grade": "NULL", + "sqft_above": 2040, + "sqft_basement": 860, + "yr_built": 1911, + "yr_renovated": "NULL", + "zipcode": 98136, + "lat": 47.5563, + "long": -122.393, + "sqft_living15": 1340, + "sqft_lot15": "NULL" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_006.json b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_006.json new file mode 100644 index 0000000000000000000000000000000000000000..ed621bc7a7546ed0b514d0c68105a242af607096 --- /dev/null +++ b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_006.json @@ -0,0 +1,51 @@ +{ + "id": "006", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "House Sales in King County USA", + "table_path": "kaggle/House Sales in King County USA", + "query": "The listing for this property, identified as 8563010420, has a sale date stamped for February 4th, 2015. Nestled in the 98008 area, its coordinates place it at 47.6243, -122.1. It’s a 1-floor house from 1972 with 3 bedrooms, 1.75 baths, and all its 1560 square feet of living space are above ground—no basement. The lot is a generous 8968 square feet. While it’s in good condition (a 4) and has a solid grade of 8, it lacks any waterfront appeal or notable view. Interestingly, the typical living area for nearby homes is 1990 square feet. I'm providing our complete historical sales log for context. Looking at these details together, how much should we list it for?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "id": 8563010420, + "date": "20150204T000000", + "price": 450000.0, + "bedrooms": 3, + "bathrooms": 1.75, + "sqft_living": 1560, + "sqft_lot": 8968, + "floors": 1.0, + "waterfront": 0, + "view": 0, + "condition": 4, + "grade": 8, + "sqft_above": 1560, + "sqft_basement": 0, + "yr_built": 1972, + "yr_renovated": 0, + "zipcode": 98008, + "lat": 47.6243, + "long": -122.1, + "sqft_living15": 1990, + "sqft_lot15": 8034 + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_007.json b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_007.json new file mode 100644 index 0000000000000000000000000000000000000000..e06f460f6b52a23c5231605ba63590ee6d9c67ed --- /dev/null +++ b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_007.json @@ -0,0 +1,51 @@ +{ + "id": "007", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "House Sales in King County USA", + "table_path": "kaggle/House Sales in King County USA", + "query": "Walking through this property, the listing says it's a small 2-bedroom, 1-bathroom home with just 780 square feet of living space sitting on a surprisingly large 16,344 square foot lot. It's a single-story house with no basement, and the records show it was never renovated. The condition is listed as the lowest, a 1, and the construction grade is a basic 5, with no waterfront view or any view to speak of. Located at zipcode 98168, coordinates 47.4739, -122.28. I've shared our company's archive of King County home sales with you. Given its modest specs and condition, what do you think this house is actually worth?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "id": "NULL", + "date": "NULL", + "price": 78000.0, + "bedrooms": 2, + "bathrooms": 1.0, + "sqft_living": 780, + "sqft_lot": 16344, + "floors": 1.0, + "waterfront": 0, + "view": 0, + "condition": 1, + "grade": 5, + "sqft_above": 780, + "sqft_basement": 0, + "yr_built": "NULL", + "yr_renovated": 0, + "zipcode": 98168, + "lat": 47.4739, + "long": -122.28, + "sqft_living15": "NULL", + "sqft_lot15": "NULL" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/history.csv b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..3ccf540ef6f457d8c014eb50bfdda332048413de --- /dev/null +++ b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/history.csv @@ -0,0 +1,21598 @@ +id,date,price,bedrooms,bathrooms,sqft_living,sqft_lot,floors,waterfront,view,condition,grade,sqft_above,sqft_basement,yr_built,yr_renovated,zipcode,lat,long,sqft_living15,sqft_lot15 +2414600126,20150415T000000,229500.0,3,1.0,1780,7470,1.0,0,0,3,7,1050,730,1960,0,98146,47.5123,-122.337,1780,8113 +3793500160,20150312T000000,323000.0,3,2.5,1890,6560,2.0,0,0,3,7,1890,0,2003,0,98038,47.3684,-122.031,2390,7570 +1736800520,20150403T000000,662500.0,3,2.5,3560,9796,1.0,0,0,3,8,1860,1700,1965,0,98007,47.6007,-122.145,2210,8925 +9212900260,20140527T000000,468000.0,2,1.0,1160,6000,1.0,0,0,4,7,860,300,1942,0,98115,47.69,-122.292,1330,6000 +114101516,20140528T000000,310000.0,3,1.0,1430,19901,1.5,0,0,4,7,1430,0,1927,0,98028,47.7558,-122.229,1780,12697 +6054650070,20141007T000000,400000.0,3,1.75,1370,9680,1.0,0,0,4,7,1370,0,1977,0,98074,47.6127,-122.045,1370,10208 +1175000570,20150312T000000,530000.0,5,2.0,1810,4850,1.5,0,0,3,7,1810,0,1900,0,98107,47.67,-122.394,1360,4850 +9297300055,20150124T000000,650000.0,4,3.0,2950,5000,2.0,0,3,3,9,1980,970,1979,0,98126,47.5714,-122.375,2140,4000 +1875500060,20140731T000000,395000.0,3,2.0,1890,14040,2.0,0,0,3,7,1890,0,1994,0,98019,47.7277,-121.962,1890,14018 +6865200140,20140529T000000,485000.0,4,1.0,1600,4300,1.5,0,0,4,7,1600,0,1916,0,98103,47.6648,-122.343,1610,4300 +16000397,20141205T000000,189000.0,2,1.0,1200,9850,1.0,0,0,4,7,1200,0,1921,0,98002,47.3089,-122.21,1060,5095 +7983200060,20150424T000000,230000.0,3,1.0,1250,9774,1.0,0,0,4,7,1250,0,1969,0,98003,47.3343,-122.306,1280,8850 +6300500875,20140514T000000,385000.0,4,1.75,1620,4980,1.0,0,0,4,7,860,760,1947,0,98133,47.7025,-122.341,1400,4980 +2524049179,20140826T000000,2000000.0,3,2.75,3050,44867,1.0,0,4,3,9,2330,720,1968,0,98040,47.5316,-122.233,4110,20336 +7137970340,20140703T000000,285000.0,5,2.5,2270,6300,2.0,0,0,3,8,2270,0,1995,0,98092,47.3266,-122.169,2240,7005 +8091400200,20140516T000000,252700.0,2,1.5,1070,9643,1.0,0,0,3,7,1070,0,1985,0,98030,47.3533,-122.166,1220,8386 +3814700200,20141120T000000,329000.0,3,2.25,2450,6500,2.0,0,0,4,8,2450,0,1985,0,98030,47.3739,-122.172,2200,6865 +1202000200,20141103T000000,233000.0,3,2.0,1710,4697,1.5,0,0,5,6,1710,0,1941,0,98002,47.3048,-122.218,1030,4705 +1794500383,20140626T000000,937000.0,3,1.75,2450,2691,2.0,0,0,3,8,1750,700,1915,0,98119,47.6386,-122.36,1760,3573 +3303700376,20141201T000000,667000.0,3,1.0,1400,1581,1.5,0,0,5,8,1400,0,1909,0,98112,47.6221,-122.314,1860,3861 +5101402488,20140624T000000,438000.0,3,1.75,1520,6380,1.0,0,0,3,7,790,730,1948,0,98115,47.695,-122.304,1520,6235 +1873100390,20150302T000000,719000.0,4,2.5,2570,7173,2.0,0,0,3,8,2570,0,2005,0,98052,47.7073,-122.11,2630,6026 +8562750320,20141110T000000,580500.0,3,2.5,2320,3980,2.0,0,0,3,8,2320,0,2003,0,98027,47.5391,-122.07,2580,3980 +2426039314,20141201T000000,280000.0,2,1.5,1190,1265,3.0,0,0,3,7,1190,0,2005,0,98133,47.7274,-122.357,1390,1756 +461000390,20140624T000000,687500.0,4,1.75,2330,5000,1.5,0,0,4,7,1510,820,1929,0,98117,47.6823,-122.368,1460,5000 +7589200193,20141110T000000,535000.0,3,1.0,1090,3000,1.5,0,0,4,8,1090,0,1929,0,98117,47.6889,-122.375,1570,5080 +7955080270,20141203T000000,322500.0,4,2.75,2060,6659,1.0,0,0,3,7,1280,780,1981,0,98058,47.4276,-122.157,2020,8720 +9547205180,20140613T000000,696000.0,3,2.5,2300,3060,1.5,0,0,3,8,1510,790,1930,2002,98115,47.6827,-122.31,1590,3264 +9435300030,20140528T000000,550000.0,4,1.0,1660,34848,1.0,0,0,1,5,930,730,1933,0,98052,47.6621,-122.132,2160,11467 +2768000400,20141230T000000,640000.0,4,2.0,2360,6000,2.0,0,0,4,8,2360,0,1904,0,98107,47.6702,-122.362,1730,4700 +7895500070,20150213T000000,240000.0,4,1.0,1220,8075,1.0,0,0,2,7,890,330,1969,0,98001,47.3341,-122.282,1290,7800 +2078500320,20140620T000000,605000.0,4,2.5,2620,7553,2.0,0,0,3,8,2620,0,1996,0,98056,47.5301,-122.18,2620,11884 +5547700270,20140715T000000,625000.0,4,2.5,2570,5520,2.0,0,0,3,9,2570,0,2000,0,98074,47.6145,-122.027,2470,5669 +7766200013,20140811T000000,775000.0,4,2.25,4220,24186,1.0,0,0,3,8,2600,1620,1984,0,98166,47.445,-122.347,2410,30617 +7203220400,20140707T000000,861990.0,5,2.75,3595,5639,2.0,0,0,3,9,3595,0,2014,0,98053,47.6848,-122.016,3625,5639 +9270200160,20141028T000000,685000.0,3,1.0,1570,2280,2.0,0,0,3,7,1570,0,1922,0,98119,47.6413,-122.364,1580,2640 +1432701230,20140729T000000,309000.0,3,1.0,1280,9656,1.0,0,0,4,6,920,360,1959,0,98058,47.4485,-122.175,1340,8808 +8035350320,20140718T000000,488000.0,3,2.5,3160,13603,2.0,0,0,3,8,3160,0,2003,0,98019,47.7443,-121.977,3050,9232 +8945200830,20150325T000000,210490.0,3,1.0,990,8528,1.0,0,0,3,6,990,0,1966,0,98023,47.3066,-122.371,1228,8840 +4178300310,20140716T000000,785000.0,4,2.5,2290,13416,2.0,0,0,4,9,2290,0,1981,0,98007,47.6194,-122.151,2680,13685 +9215400105,20150428T000000,450000.0,3,1.75,1250,5963,1.0,0,0,4,7,1250,0,1953,0,98115,47.6796,-122.301,970,5100 +822039084,20150311T000000,1350000.0,3,2.5,2753,65005,1.0,1,2,5,9,2165,588,1953,0,98070,47.4041,-122.451,2680,72513 +5245600105,20140916T000000,228000.0,3,1.0,1190,9199,1.0,0,0,3,7,1190,0,1955,0,98148,47.4258,-122.322,1190,9364 +7231300125,20150217T000000,345000.0,5,2.5,3150,9134,1.0,0,0,4,8,1640,1510,1966,0,98056,47.4934,-122.189,1990,9133 +7518505990,20141231T000000,600000.0,3,1.75,1410,4080,1.0,0,0,4,7,1000,410,1950,0,98117,47.6808,-122.384,1410,4080 +3626039271,20150205T000000,585000.0,2,1.75,1980,8550,1.0,0,0,3,7,990,990,1981,0,98117,47.6989,-122.369,1480,6738 +4217401195,20150303T000000,920000.0,5,2.25,2730,6000,1.5,0,0,3,8,2130,600,1927,0,98105,47.6571,-122.281,2730,6000 +9822700295,20140512T000000,885000.0,4,2.5,2830,5000,2.0,0,0,3,9,2830,0,1995,0,98105,47.6597,-122.29,1950,5000 +9478500640,20140819T000000,292500.0,4,2.5,2250,4495,2.0,0,0,3,7,2250,0,2008,0,98042,47.3663,-122.114,2250,4500 +2799800710,20150407T000000,301000.0,3,2.5,2420,4750,2.0,0,0,3,8,2420,0,2003,0,98042,47.3663,-122.122,2690,4750 +7922800400,20140827T000000,951000.0,5,3.25,3250,14342,2.0,0,4,4,8,3250,0,1968,0,98008,47.588,-122.116,2960,11044 +8079040320,20150223T000000,430000.0,4,3.0,1850,9976,2.0,0,0,3,8,1850,0,1991,0,98059,47.5059,-122.149,2270,8542 +1516000055,20141210T000000,650000.0,3,2.25,2150,21235,1.0,0,3,4,8,1590,560,1959,0,98166,47.4336,-122.339,2570,18900 +9558200045,20140828T000000,289000.0,3,1.75,1260,8400,1.0,0,0,3,7,1260,0,1954,0,98148,47.4366,-122.335,1290,8750 +5072410070,20141021T000000,505000.0,3,1.75,2519,8690,2.0,0,0,5,8,2519,0,1973,0,98166,47.4428,-122.344,2500,9500 +9528102996,20141207T000000,549000.0,3,1.75,1540,1044,3.0,0,0,3,8,1540,0,2014,0,98115,47.6765,-122.32,1580,3090 +1189001180,20140603T000000,425000.0,3,2.25,1660,6000,1.0,0,0,3,7,1110,550,1979,0,98122,47.6113,-122.297,1440,4080 +3253500160,20141120T000000,317625.0,3,2.75,2770,3809,1.5,0,0,5,7,1770,1000,1925,0,98144,47.5747,-122.304,1440,4000 +3394100030,20140909T000000,975000.0,4,2.5,2720,11049,2.0,0,0,3,10,2720,0,1989,0,98004,47.5815,-122.192,2750,11049 +3717000160,20141009T000000,287000.0,4,2.5,2240,4648,2.0,0,0,3,7,2240,0,2005,0,98001,47.3378,-122.257,2221,4557 +1274500060,20140825T000000,204000.0,3,1.0,1000,12070,1.0,0,0,4,7,1000,0,1968,0,98042,47.3621,-122.11,1010,12635 +1802000060,20140612T000000,1325000.0,5,2.25,3200,20158,1.0,0,0,3,8,1600,1600,1965,0,98004,47.6303,-122.215,3390,20158 +1525059190,20140912T000000,1040000.0,5,3.25,4770,50094,1.0,0,0,4,11,3070,1700,1973,0,98005,47.6525,-122.16,3530,38917 +1049000060,20150105T000000,325000.0,3,2.0,1260,5612,1.0,0,0,4,7,1260,0,1972,0,98034,47.7362,-122.179,1640,4745 +8820901275,20140610T000000,571000.0,4,2.0,2750,7807,1.5,0,0,5,7,2250,500,1916,0,98125,47.7168,-122.287,1510,7807 +5416510140,20140710T000000,360000.0,4,2.5,2380,5000,2.0,0,0,3,8,2380,0,2005,0,98038,47.3608,-122.036,2420,5000 +3444100400,20150316T000000,349000.0,3,1.75,1790,50529,1.0,0,0,5,7,1090,700,1965,0,98042,47.3511,-122.073,1940,50529 +3276920270,20141105T000000,832500.0,4,4.0,3430,35102,2.0,0,0,4,10,2390,1040,1986,0,98075,47.5822,-121.987,3240,35020 +4036801170,20141013T000000,380000.0,4,1.75,1760,7300,1.0,0,0,3,7,880,880,1956,0,98008,47.6034,-122.125,1680,7500 +2391600320,20150420T000000,480000.0,3,1.0,1040,5060,1.0,0,0,3,7,1040,0,1941,0,98116,47.5636,-122.394,890,5060 +6300000287,20140609T000000,410000.0,3,1.0,1410,5060,1.0,0,0,4,7,910,500,1956,0,98133,47.7073,-122.34,1130,5693 +1531000030,20150323T000000,720000.0,4,2.5,3450,39683,2.0,0,0,3,10,3450,0,2002,0,98010,47.342,-122.025,3350,39750 +5104520400,20141202T000000,390000.0,3,2.5,2350,5100,2.0,0,0,3,8,2350,0,2003,0,98038,47.3512,-122.008,2350,5363 +7437100340,20141222T000000,360000.0,4,2.5,1900,5889,2.0,0,0,3,7,1900,0,1992,0,98038,47.349,-122.031,1870,6405 +9418400240,20141028T000000,355000.0,2,1.0,2020,6720,1.0,0,0,3,7,1010,1010,1948,0,98118,47.5474,-122.291,1720,6720 +1523059105,20150128T000000,356000.0,3,1.5,1680,8712,1.0,0,0,3,8,1680,0,1964,0,98059,47.4811,-122.149,1850,8797 +1133000671,20140602T000000,315000.0,3,1.0,960,6634,1.0,0,0,3,6,960,0,1952,0,98125,47.7264,-122.31,1570,7203 +4232902595,20141114T000000,940000.0,3,1.5,2140,3600,2.0,0,0,3,9,1900,240,1925,0,98119,47.6337,-122.365,2020,4800 +2599001200,20141103T000000,305000.0,5,2.25,2660,8400,1.5,0,0,5,7,2660,0,1961,0,98092,47.2909,-122.189,1590,8165 +3342103156,20140618T000000,461000.0,3,3.25,2770,6278,2.0,0,0,3,9,1980,790,2006,0,98056,47.5228,-122.199,1900,7349 +1332700270,20140519T000000,215000.0,2,2.25,1610,2040,2.0,0,0,4,7,1610,0,1979,0,98056,47.518,-122.194,1950,2025 +3869900162,20140904T000000,335000.0,2,1.75,1030,1066,2.0,0,0,3,7,765,265,2006,0,98136,47.5394,-122.387,1030,1106 +2791500270,20140522T000000,243500.0,4,2.5,1980,7403,2.0,0,0,3,7,1980,0,1988,0,98023,47.2897,-122.372,1980,7510 +5036300431,20150311T000000,1099880.0,5,2.75,3520,6353,2.0,0,0,4,10,3520,0,2001,0,98199,47.6506,-122.391,2520,6250 +4168000060,20150226T000000,153000.0,3,1.0,1200,10500,1.0,0,0,3,7,1200,0,1962,0,98023,47.322,-122.351,1350,10500 +6021501535,20140725T000000,430000.0,3,1.5,1580,5000,1.0,0,0,3,8,1290,290,1939,0,98117,47.687,-122.386,1570,4500 +6021501535,20141223T000000,700000.0,3,1.5,1580,5000,1.0,0,0,3,8,1290,290,1939,0,98117,47.687,-122.386,1570,4500 +1483300570,20140908T000000,905000.0,4,2.5,3300,10250,1.0,0,0,3,7,2390,910,1946,1991,98040,47.5873,-122.249,1950,6045 +3422049190,20150330T000000,247500.0,3,1.75,1960,15681,1.0,0,0,3,7,1960,0,1967,0,98032,47.3576,-122.277,1750,15616 +1099611230,20140912T000000,199000.0,4,1.5,1160,6400,1.0,0,0,4,7,1160,0,1975,0,98023,47.3036,-122.378,1160,6400 +722079104,20140711T000000,314000.0,3,1.75,1810,41800,1.0,0,0,5,7,1210,600,1980,0,98038,47.4109,-121.958,1650,135036 +7338200240,20140516T000000,437500.0,3,2.5,2320,36847,2.0,0,2,3,9,2320,0,1992,0,98045,47.4838,-121.714,2550,35065 +1952200240,20140611T000000,850830.0,3,2.5,2070,13241,1.5,0,0,5,9,1270,800,1910,0,98102,47.6415,-122.315,2200,4500 +5200100125,20141027T000000,555000.0,3,2.0,1980,3478,1.5,0,0,4,7,1440,540,1929,0,98117,47.6775,-122.372,1610,3478 +7214720075,20141212T000000,699950.0,3,2.25,2190,107593,2.0,0,0,4,8,2190,0,1983,0,98077,47.7731,-122.08,2570,47777 +2450000295,20141007T000000,1088000.0,3,2.5,2920,8113,2.0,0,0,3,8,2920,0,1950,2010,98004,47.5814,-122.196,2370,8113 +6197800045,20140924T000000,290000.0,3,1.0,1210,33919,1.0,0,0,3,7,1210,0,1954,0,98058,47.4375,-122.184,1640,14910 +1328310370,20150402T000000,375000.0,3,2.5,2340,10005,1.0,0,0,4,8,1460,880,1978,0,98058,47.4431,-122.133,2250,8162 +546000875,20140523T000000,460000.0,3,1.0,1670,4005,1.5,0,0,4,7,1170,500,1939,0,98117,47.6878,-122.38,1240,4005 +3530510041,20140723T000000,188500.0,2,1.75,1240,2493,1.0,0,0,4,8,1240,0,1985,0,98198,47.3813,-122.322,1270,4966 +1853000400,20150305T000000,680000.0,4,2.5,3140,28037,2.0,0,0,4,10,3140,0,1991,0,98077,47.7304,-122.082,2990,35001 +3134100116,20140827T000000,470000.0,5,1.75,2030,12342,2.0,0,0,4,7,2030,0,1942,0,98052,47.6417,-122.109,2500,9433 +9545230140,20140725T000000,597750.0,4,2.5,2310,9624,2.0,0,0,3,8,2310,0,1984,0,98027,47.5386,-122.053,1940,9636 +3362400511,20150304T000000,570000.0,3,1.75,1260,3328,1.0,0,0,5,6,700,560,1905,0,98103,47.6823,-122.349,1380,3536 +2525310310,20140916T000000,272500.0,3,1.75,1540,12600,1.0,0,0,4,7,1160,380,1980,0,98038,47.3624,-122.031,1540,11656 +6126500060,20141124T000000,329950.0,3,1.75,2080,5969,1.0,0,2,3,7,1080,1000,1971,0,98108,47.5474,-122.295,2090,5500 +8961960160,20141028T000000,480000.0,4,2.5,3230,16171,2.0,0,3,3,9,2520,710,2001,0,98001,47.3183,-122.253,2640,8517 +3626039325,20141121T000000,740500.0,3,3.5,4380,6350,2.0,0,0,3,8,2780,1600,1900,1999,98117,47.6981,-122.368,1830,6350 +3362400431,20140626T000000,518500.0,3,3.5,1590,1102,3.0,0,0,3,8,1590,0,2010,0,98103,47.6824,-122.347,1620,3166 +4060000240,20140623T000000,205425.0,2,1.0,880,6780,1.0,0,0,4,6,880,0,1945,0,98178,47.5009,-122.248,1190,6780 +3454800060,20150108T000000,171800.0,4,2.0,1570,9600,1.0,0,0,3,6,1570,0,1950,0,98168,47.4965,-122.303,1880,9000 +1695900060,20150511T000000,535000.0,4,1.0,1610,2982,1.5,0,0,4,7,1610,0,1925,0,98144,47.587,-122.294,1610,4040 +7278700070,20150102T000000,660000.0,3,2.5,2400,6474,1.0,0,2,3,8,1560,840,1964,0,98177,47.7728,-122.386,2340,10856 +6675500070,20141119T000000,391500.0,3,2.0,1450,9132,1.0,0,0,3,7,1450,0,1987,0,98034,47.7288,-122.226,1580,9104 +3626039187,20150406T000000,395000.0,2,1.0,770,6000,1.0,0,0,3,6,770,0,1953,0,98117,47.6999,-122.364,1710,6000 +3524049083,20141104T000000,445000.0,4,1.75,2100,4400,1.5,0,0,5,7,1720,380,1924,0,98118,47.5299,-122.266,1850,4400 +3275860240,20140618T000000,770000.0,3,2.25,2910,10204,2.0,0,0,3,9,2910,0,1990,0,98052,47.6897,-122.098,2700,13992 +4389200955,20150302T000000,1450000.0,4,2.75,2750,17789,1.5,0,0,3,8,1980,770,1914,1992,98004,47.6141,-122.212,3060,11275 +4058801670,20140717T000000,445000.0,3,2.25,2100,8201,1.0,0,2,3,8,1620,480,1967,0,98178,47.5091,-122.244,2660,8712 +8732020310,20140717T000000,260000.0,4,2.25,2160,8811,1.0,0,0,3,8,1360,800,1978,0,98023,47.3129,-122.39,2090,8400 +2331300505,20140613T000000,822500.0,5,3.5,2320,4960,2.0,0,0,5,7,1720,600,1926,0,98103,47.6763,-122.352,1700,4960 +7853210060,20150406T000000,430000.0,4,2.5,2070,4310,2.0,0,0,3,7,2070,0,2004,0,98065,47.5319,-121.85,1970,3748 +3668000070,20150105T000000,212000.0,3,1.75,1060,7875,1.0,0,0,4,7,1060,0,1986,0,98092,47.2761,-122.152,1420,7680 +9545240070,20150428T000000,660500.0,4,2.25,2010,9603,1.0,0,0,3,8,1440,570,1986,0,98027,47.5343,-122.054,2060,9793 +1243100136,20140612T000000,784000.0,3,3.5,3950,111078,1.5,0,0,3,9,2460,1490,1989,0,98052,47.697,-122.072,2480,88500 +8929000270,20140512T000000,453246.0,3,2.5,2010,2287,2.0,0,0,3,8,1390,620,2014,0,98029,47.5517,-121.998,1690,1662 +2767602356,20150126T000000,675000.0,4,3.5,2140,2278,3.0,0,0,3,9,2140,0,2005,0,98107,47.6734,-122.38,1540,2285 +921049315,20140813T000000,199000.0,3,1.75,1320,17390,1.0,0,0,4,7,1320,0,1956,0,98003,47.3257,-122.296,1550,19265 +3655000070,20140805T000000,220000.0,4,1.75,2020,7840,1.0,0,0,3,7,1010,1010,1968,0,98003,47.3309,-122.299,1750,8140 +4027700812,20140529T000000,452000.0,4,2.25,2590,10002,1.0,0,0,4,8,1340,1250,1968,0,98028,47.7689,-122.266,1550,10436 +3992700335,20140707T000000,382500.0,2,1.0,1190,4440,1.0,0,0,3,6,1190,0,1981,0,98125,47.7135,-122.287,1060,5715 +2767603505,20140507T000000,519950.0,3,2.25,1170,1249,3.0,0,0,3,8,1170,0,2014,0,98107,47.6722,-122.381,1350,1310 +4232901525,20140627T000000,665000.0,2,1.0,1110,3200,1.0,0,0,3,7,1110,0,1925,0,98119,47.6338,-122.358,1170,3600 +1777500060,20140708T000000,527700.0,5,2.5,2820,9375,1.0,0,0,4,8,1550,1270,1968,0,98006,47.5707,-122.128,2820,9375 +1432900240,20150508T000000,205000.0,3,1.0,1610,8579,1.0,0,0,4,7,1010,600,1962,0,98058,47.4563,-122.171,1610,8579 +6140100875,20150415T000000,420000.0,3,1.0,1060,8097,1.0,0,0,4,7,940,120,1923,0,98133,47.7144,-122.351,1560,7940 +6071600370,20150227T000000,500000.0,4,2.25,2030,8517,1.0,0,0,4,8,1380,650,1961,0,98006,47.5495,-122.174,2230,8824 +1526069017,20141203T000000,921500.0,4,2.5,3670,315374,2.0,0,0,4,9,3670,0,1994,0,98077,47.7421,-122.026,2840,87991 +809001525,20140625T000000,890000.0,4,1.0,2550,4000,2.0,0,0,3,8,2370,180,1905,0,98109,47.6354,-122.353,2200,4000 +3224079105,20140806T000000,430000.0,2,2.5,2420,60984,2.0,0,0,3,7,2420,0,2007,0,98027,47.5262,-121.943,1940,193842 +8075400570,20141030T000000,258000.0,5,2.0,2260,12500,1.0,0,0,4,8,1130,1130,1960,0,98032,47.3887,-122.286,1360,18000 +1994200024,20141104T000000,511000.0,3,1.0,1430,3455,1.0,0,0,3,7,980,450,1947,0,98103,47.6873,-122.336,1450,4599 +3362900810,20140820T000000,532170.0,3,2.0,1360,3090,2.0,0,0,3,8,1360,0,1990,0,98103,47.6838,-122.353,1500,3090 +1324300398,20150409T000000,560000.0,3,1.0,1110,5000,1.5,0,0,3,7,1110,0,1947,0,98107,47.655,-122.359,1420,5000 +537000445,20150331T000000,282950.0,3,1.0,1250,8200,1.0,0,0,4,7,1250,0,1954,0,98003,47.3255,-122.304,1680,8633 +7855801670,20150401T000000,2250000.0,4,3.25,5180,19850,2.0,0,3,3,12,3540,1640,2006,0,98006,47.562,-122.162,3160,9750 +7920100045,20140516T000000,350000.0,1,1.0,700,5100,1.0,0,0,3,7,700,0,1942,0,98115,47.679,-122.3,1010,5100 +8960000030,20140728T000000,215000.0,3,1.0,1180,7669,1.0,0,0,4,7,1180,0,1967,0,98058,47.4479,-122.176,1190,7669 +6388930390,20141120T000000,650000.0,5,3.5,3960,25245,2.0,0,0,3,9,2500,1460,1996,0,98056,47.525,-122.172,2640,13675 +8731900200,20140807T000000,320000.0,4,2.75,2640,7500,1.0,0,0,3,8,1620,1020,1967,0,98023,47.3135,-122.369,1980,7875 +8029200135,20141113T000000,247000.0,3,2.0,1270,7198,1.5,0,0,3,7,1270,0,1916,2013,98022,47.2086,-121.996,1160,7198 +1081200350,20141003T000000,320000.0,4,1.75,1760,11180,1.0,0,0,4,8,1760,0,1968,0,98059,47.4715,-122.118,1730,11180 +84000105,20140507T000000,255000.0,5,2.25,2060,8632,1.0,0,0,3,7,1030,1030,1962,0,98146,47.4877,-122.335,1010,11680 +3756500060,20150309T000000,438000.0,3,1.75,1780,9660,1.0,0,0,3,7,1780,0,1962,0,98034,47.7171,-122.193,1200,9660 +7215720160,20150304T000000,900000.0,3,2.5,3400,16603,2.0,0,0,3,10,3400,0,2000,0,98075,47.6012,-122.023,3400,12601 +3574800520,20140620T000000,441000.0,3,2.75,1910,7280,1.0,0,0,3,7,1160,750,1979,0,98034,47.7319,-122.224,1710,8152 +2617300160,20140812T000000,420000.0,3,2.0,2020,38332,1.0,0,0,4,7,1010,1010,1975,0,98027,47.4582,-122.023,2110,36590 +2558660270,20141208T000000,370000.0,3,1.75,1580,7000,1.0,0,0,3,7,1180,400,1976,0,98034,47.7209,-122.168,1640,7500 +2009000370,20150219T000000,269950.0,2,1.75,1340,7250,1.0,0,0,5,5,700,640,1949,0,98198,47.408,-122.327,1830,9750 +1836980160,20150324T000000,807100.0,4,2.5,2680,4499,2.0,0,0,3,9,2680,0,1999,0,98006,47.565,-122.125,2920,4500 +3261020370,20140605T000000,653000.0,3,2.5,2680,9750,1.0,0,0,4,8,1610,1070,1979,0,98034,47.7028,-122.231,2480,8750 +1755700060,20140611T000000,371500.0,3,2.0,1370,8336,1.0,0,0,5,7,1370,0,1964,0,98133,47.7458,-122.331,1770,7288 +4330600435,20150316T000000,284000.0,3,1.75,1560,21000,1.0,0,0,3,7,1560,0,1954,0,98166,47.4776,-122.337,1070,7920 +9542800700,20150102T000000,272000.0,3,1.75,2160,7140,1.0,0,0,4,7,1670,490,1978,0,98023,47.3026,-122.374,1930,7350 +1999700045,20140502T000000,313000.0,3,1.5,1340,7912,1.5,0,0,3,7,1340,0,1955,0,98133,47.7658,-122.339,1480,7940 +1762600070,20150116T000000,917500.0,4,2.5,3880,35003,2.0,0,0,3,10,2570,1310,1984,0,98033,47.6477,-122.182,3740,35230 +1687900520,20140929T000000,673000.0,4,2.25,2590,8190,2.0,0,0,4,8,2590,0,1980,0,98006,47.5619,-122.125,2260,8335 +7234600798,20150210T000000,425000.0,3,2.5,1120,1100,2.0,0,0,3,8,820,300,2008,0,98122,47.6106,-122.31,1590,1795 +3881900445,20140709T000000,399950.0,5,2.75,1970,5400,1.0,0,0,3,7,1320,650,1986,0,98144,47.5868,-122.308,1280,2150 +2254502445,20140530T000000,385000.0,3,1.0,1220,4800,1.0,0,0,3,6,1220,0,1901,0,98122,47.6101,-122.307,1200,4800 +5437810320,20141117T000000,269950.0,3,1.5,1950,7560,1.0,0,2,4,7,1320,630,1975,0,98022,47.1976,-121.999,1950,8941 +9158100075,20150107T000000,330000.0,2,1.0,1350,8220,1.0,0,0,3,7,1060,290,1949,0,98177,47.7224,-122.358,1540,8280 +3830630310,20140725T000000,260000.0,3,2.5,1670,5797,2.0,0,0,3,7,1670,0,1988,0,98030,47.3505,-122.179,1670,6183 +8123100045,20150414T000000,470000.0,4,3.0,2380,5125,1.5,0,0,4,7,1680,700,1925,0,98126,47.5384,-122.376,1410,5375 +3127200041,20140613T000000,589000.0,4,3.0,2440,9600,2.0,0,0,5,7,2440,0,1961,0,98034,47.7044,-122.2,2290,9600 +6661200320,20140723T000000,163500.0,2,1.5,1050,3419,2.0,0,0,3,7,1050,0,1996,0,98038,47.3848,-122.039,1050,3417 +11510310,20140905T000000,835000.0,4,2.75,3130,13412,2.0,0,0,3,9,2140,990,1993,0,98052,47.6993,-122.102,2260,9984 +825059270,20141121T000000,1095000.0,5,3.0,4090,12850,1.0,0,2,4,10,2090,2000,1986,0,98033,47.6627,-122.188,2540,10270 +8731951370,20150415T000000,269000.0,4,1.75,1490,10000,1.0,0,0,4,8,1100,390,1969,0,98023,47.3099,-122.379,2190,8910 +1954440060,20140505T000000,560000.0,3,2.5,1900,8744,2.0,0,0,3,8,1900,0,1987,0,98074,47.62,-122.043,2030,8744 +2264500350,20150418T000000,615000.0,4,1.0,1330,2400,1.5,0,0,4,6,1330,0,1901,0,98103,47.65,-122.34,1330,4400 +1115810060,20141205T000000,585188.0,3,2.25,2230,10026,1.0,0,0,3,8,1430,800,1975,0,98052,47.6647,-122.153,2230,9340 +9477200200,20140818T000000,305000.0,3,1.75,1650,9480,1.0,0,0,3,7,1220,430,1977,0,98034,47.726,-122.191,1540,8400 +1432600560,20141105T000000,166950.0,3,1.0,1190,8820,1.0,0,0,3,6,1190,0,1959,0,98058,47.4616,-122.184,1230,7980 +2287000060,20140912T000000,799000.0,3,2.5,2140,9897,1.0,0,0,4,8,2140,0,1959,0,98040,47.5505,-122.219,2680,10083 +3663500060,20140625T000000,400000.0,3,2.5,2180,7508,1.0,0,0,4,7,1420,760,1962,0,98133,47.7606,-122.336,1900,7818 +3996900125,20141201T000000,230000.0,3,1.0,1060,10228,1.0,0,0,3,7,1060,0,1948,0,98155,47.7481,-122.3,1570,10228 +7796450200,20140515T000000,256883.0,3,2.5,1690,5025,2.0,0,0,3,8,1690,0,2003,0,98023,47.2779,-122.347,2550,5001 +7549802535,20141111T000000,423000.0,4,2.0,1970,6480,1.5,0,0,5,7,1130,840,1920,0,98108,47.5511,-122.312,1500,6480 +3278600320,20140723T000000,465000.0,3,2.5,2150,4084,2.0,0,0,3,8,2150,0,2007,0,98126,47.5488,-122.372,1750,2385 +2824079053,20150113T000000,440000.0,3,2.5,1910,66211,2.0,0,0,3,7,1910,0,1997,0,98024,47.5385,-121.911,2330,67268 +1222069094,20141014T000000,385000.0,3,1.75,1350,155073,1.0,0,0,4,7,1350,0,1969,0,98038,47.4058,-121.994,1560,50965 +3542300060,20150311T000000,210000.0,3,1.0,860,11725,1.0,0,0,4,6,860,0,1943,0,98056,47.5093,-122.184,1300,9514 +2222059065,20141112T000000,297000.0,3,2.5,1940,14952,2.0,0,0,3,8,1940,0,1994,0,98042,47.3777,-122.165,2030,10450 +7551300060,20140716T000000,470000.0,3,1.0,1010,5000,1.0,0,0,3,7,1010,0,1952,0,98107,47.675,-122.394,1680,5000 +100600550,20140804T000000,226500.0,3,1.5,1300,7370,1.0,0,0,4,7,900,400,1976,0,98023,47.3025,-122.37,1430,7500 +3211100860,20150303T000000,274250.0,3,1.0,910,8450,1.0,0,0,4,6,910,0,1962,0,98059,47.4787,-122.158,1400,8040 +3456000310,20140804T000000,840000.0,4,1.75,2480,11010,1.0,0,0,4,9,1630,850,1966,0,98040,47.5378,-122.219,2770,10744 +9526600140,20140919T000000,677900.0,3,2.5,2440,4587,2.0,0,0,3,8,2440,0,2010,0,98052,47.7073,-122.114,2750,4587 +7465900060,20150205T000000,425000.0,3,1.0,1010,5864,1.0,0,0,3,7,1010,0,1915,0,98116,47.5733,-122.381,1290,5000 +1222000055,20141123T000000,180250.0,2,0.75,900,9600,1.0,0,0,3,6,900,0,1941,0,98166,47.4604,-122.339,1250,14280 +6300000550,20140717T000000,464000.0,6,3.0,2300,3404,2.0,0,0,3,7,1600,700,1920,1994,98133,47.7067,-122.343,1560,1312 +2310030510,20150422T000000,320000.0,4,2.25,1550,7579,2.0,0,0,3,8,1550,0,1993,0,98038,47.354,-122.047,1630,6397 +1025049114,20140717T000000,625504.0,3,2.25,1270,1566,2.0,0,0,3,8,1060,210,2014,0,98105,47.6647,-122.284,1160,1327 +8677300550,20140515T000000,592500.0,4,2.5,2240,12032,1.0,0,0,3,9,2240,0,1983,0,98074,47.6143,-122.017,2520,12368 +4014400292,20150114T000000,465000.0,3,2.5,2714,17936,2.0,0,0,3,9,2714,0,2005,0,98001,47.3185,-122.275,2590,18386 +1102000196,20140527T000000,477000.0,4,2.75,1720,6270,2.0,0,0,3,8,1720,0,1978,0,98118,47.5458,-122.268,2130,8700 +257000138,20150115T000000,280000.0,2,1.0,850,16400,1.0,0,0,3,6,850,0,1923,0,98168,47.4889,-122.299,1100,14459 +46100204,20150221T000000,1505000.0,5,3.0,3300,33474,1.0,0,3,3,9,1870,1430,1957,1991,98040,47.5673,-122.21,3836,20953 +1909600046,20140703T000000,445838.0,3,2.5,2250,5692,2.0,0,0,3,8,2250,0,2000,0,98146,47.5133,-122.379,1320,5390 +1250202145,20140828T000000,1072000.0,2,2.25,3900,14864,1.0,0,3,3,8,1950,1950,1947,0,98144,47.5884,-122.291,2580,5184 +7611200125,20141023T000000,467000.0,2,1.5,1320,10800,1.0,0,0,4,8,1320,0,1947,0,98177,47.7145,-122.367,2120,12040 +5611500140,20140822T000000,686000.0,4,2.5,2760,6440,2.0,0,0,3,10,2760,0,1999,0,98075,47.5836,-122.026,3070,8127 +7138000260,20140605T000000,279950.0,3,2.0,1750,9750,1.0,0,0,3,7,1350,400,1961,0,98198,47.398,-122.299,1900,10125 +626059335,20140904T000000,527000.0,4,2.25,2330,19436,2.0,0,0,3,8,2330,0,1987,0,98011,47.7663,-122.215,1910,10055 +1922059282,20140918T000000,325000.0,3,2.25,2220,16020,1.0,0,0,4,8,1780,440,1966,0,98030,47.3758,-122.217,2080,9583 +705700390,20140903T000000,328000.0,3,2.25,2020,8379,2.0,0,0,3,7,2020,0,1994,0,98038,47.3828,-122.023,2020,8031 +7454001200,20140604T000000,390000.0,3,2.25,1250,7500,1.0,0,0,5,7,1250,0,1942,0,98146,47.5123,-122.373,1280,7392 +8682281200,20150309T000000,479950.0,2,2.0,1510,6516,1.0,0,0,3,8,1510,0,2005,0,98053,47.7076,-122.013,1640,6009 +7972000200,20140529T000000,264950.0,4,2.25,1720,9753,1.0,0,0,4,7,1120,600,1978,0,98023,47.2922,-122.371,1510,9753 +722059070,20150115T000000,235000.0,3,1.0,1430,15246,1.0,0,0,4,7,980,450,1961,0,98031,47.4075,-122.214,1960,13068 +7202340400,20150303T000000,516500.0,3,2.5,1480,4729,2.0,0,0,3,7,1480,0,2004,0,98053,47.6794,-122.034,2250,4729 +8096000060,20150413T000000,655000.0,2,1.75,1450,15798,2.0,1,4,3,7,1230,220,1915,1978,98166,47.4497,-122.375,2030,13193 +2424000060,20140616T000000,500000.0,4,2.75,2280,15347,1.0,0,0,5,7,2280,0,1960,0,98059,47.5218,-122.164,2280,15347 +9264902050,20141121T000000,315000.0,6,2.75,2940,7350,1.0,0,0,3,8,1780,1160,1978,0,98023,47.3103,-122.339,2120,8236 +943100260,20141120T000000,213000.0,2,1.0,1000,10200,1.0,0,0,3,6,1000,0,1961,0,98024,47.5687,-121.899,1150,13702 +3677400445,20140902T000000,475000.0,3,1.5,2480,5280,1.5,0,0,5,7,1620,860,1947,0,98108,47.5575,-122.303,2090,4800 +1762600320,20140610T000000,1025000.0,5,4.0,3760,28040,2.0,0,0,3,10,3760,0,1983,0,98033,47.6489,-122.183,3430,35096 +4058000060,20150409T000000,416000.0,3,2.0,2220,94300,1.0,0,0,5,7,1640,580,1976,0,98010,47.3459,-121.95,2070,80100 +7228500560,20150320T000000,410000.0,4,1.0,1970,4740,1.5,0,0,3,7,1670,300,1904,2005,98122,47.6136,-122.303,1510,4740 +326069104,20140701T000000,800000.0,3,3.5,3830,221284,2.0,0,0,3,10,3530,300,1993,0,98077,47.7641,-122.023,2920,148539 +5152100060,20140529T000000,472000.0,6,2.5,4410,14034,1.0,0,2,4,9,2350,2060,1965,0,98003,47.3376,-122.324,2600,13988 +3584000310,20141208T000000,225000.0,3,1.75,1430,8505,1.0,0,0,4,7,1430,0,1968,0,98003,47.3173,-122.319,1190,8640 +8150100045,20141001T000000,210000.0,2,1.0,830,6000,1.0,0,0,3,6,830,0,1940,0,98126,47.5308,-122.376,830,4960 +1868901275,20150127T000000,455000.0,2,1.0,1430,5000,1.5,0,0,2,7,1430,0,1925,0,98115,47.6727,-122.299,1450,3750 +6131600075,20150427T000000,225000.0,3,1.0,1300,8316,1.0,0,0,4,6,1300,0,1954,0,98002,47.3221,-122.216,1260,8316 +9468200125,20140826T000000,480000.0,2,1.0,1030,3060,1.0,0,2,4,7,790,240,1918,0,98103,47.6779,-122.353,1390,3060 +8029510030,20150212T000000,363000.0,3,2.5,2740,11872,2.0,0,0,3,9,2740,0,1990,0,98023,47.3076,-122.395,2570,10377 +2025069065,20140929T000000,2400000.0,4,2.5,3650,8354,1.0,1,4,3,9,1830,1820,2000,0,98074,47.6338,-122.072,3120,18841 +7899800890,20150226T000000,181000.0,2,1.5,720,5120,1.0,0,0,3,6,720,0,1954,0,98106,47.5218,-122.357,1150,2566 +3021059276,20150314T000000,250000.0,4,2.0,2010,7312,1.0,0,0,4,7,2010,0,1976,0,98002,47.2785,-122.213,2010,7650 +3797001895,20150422T000000,481000.0,3,1.75,1560,3000,1.0,0,0,4,6,770,790,1918,0,98103,47.6846,-122.345,1390,3000 +3832710960,20140923T000000,260000.0,3,2.0,1810,7209,1.0,0,0,4,7,1240,570,1978,0,98032,47.3656,-122.278,1750,7209 +1310430400,20140513T000000,455000.0,4,2.5,3360,7685,2.0,0,0,3,9,3360,0,2001,0,98058,47.4369,-122.111,3060,6567 +1422300030,20150401T000000,415000.0,3,2.25,1510,36224,2.0,0,0,3,8,1510,0,1991,0,98045,47.4616,-121.711,1730,36224 +1105000588,20150421T000000,349500.0,3,1.0,1400,3538,1.0,0,0,3,7,800,600,1953,0,98118,47.5405,-122.27,1620,6331 +3830630060,20140929T000000,245000.0,3,2.5,1730,7442,2.0,0,0,3,7,1730,0,1987,0,98030,47.3507,-122.178,1630,6458 +5101404898,20140519T000000,592500.0,2,2.0,1420,9191,1.5,0,2,5,7,1420,0,1928,0,98115,47.6979,-122.32,1420,6816 +7972601890,20141020T000000,385000.0,4,1.75,2360,7620,1.0,0,0,4,7,1180,1180,1955,0,98106,47.5278,-122.345,1910,7620 +5127001620,20150211T000000,315000.0,3,1.75,1580,11455,1.0,0,0,4,7,1200,380,1974,0,98059,47.4756,-122.147,1550,10650 +9407100800,20141124T000000,255000.0,3,1.0,1230,10170,1.0,0,0,3,7,1230,0,1979,0,98045,47.4437,-121.772,1380,10098 +1873100060,20140829T000000,693000.0,4,2.5,2460,4425,2.0,0,0,3,8,2460,0,2006,0,98052,47.7048,-122.109,2990,5659 +8722101360,20141202T000000,780000.0,3,1.0,1660,4400,1.5,0,0,3,8,1460,200,1911,0,98112,47.6362,-122.302,1660,4400 +8644000060,20141024T000000,237000.0,3,1.75,1270,8470,1.0,0,0,4,7,1270,0,1960,0,98198,47.4207,-122.29,1600,8470 +3325069129,20141216T000000,525000.0,3,2.25,2100,40510,2.0,0,0,3,10,1320,780,1979,0,98074,47.6154,-122.047,2380,33450 +1400300055,20150428T000000,425000.0,2,1.0,770,5040,1.0,0,0,3,5,770,0,1930,0,98144,47.5964,-122.299,1330,2580 +2123039032,20141027T000000,369900.0,1,0.75,760,10079,1.0,1,4,5,5,760,0,1936,0,98070,47.4683,-122.438,1230,14267 +8078560140,20140519T000000,290000.0,4,2.5,1700,7280,2.0,0,0,4,7,1700,0,1988,0,98031,47.4045,-122.171,1950,7475 +3438500192,20140929T000000,285000.0,3,1.0,1120,10701,1.0,0,0,3,7,1120,0,1954,0,98106,47.5544,-122.358,1130,6350 +7974200510,20140814T000000,415000.0,2,1.0,1070,4500,1.0,0,0,3,7,1070,0,1937,0,98115,47.6802,-122.29,1320,4465 +2557000400,20150409T000000,272500.0,3,2.5,2070,9900,1.0,0,0,3,8,1420,650,1979,0,98023,47.2988,-122.371,2070,8250 +7960900060,20150504T000000,2900000.0,4,3.25,5050,20100,1.5,0,2,3,11,4750,300,1982,2008,98004,47.6312,-122.223,3890,20060 +4054500390,20141007T000000,1365000.0,4,4.75,5310,57346,2.0,0,0,4,11,5310,0,1989,0,98077,47.7285,-122.042,4180,47443 +6378500125,20150501T000000,436000.0,2,1.0,1040,7538,1.0,0,0,4,7,1040,0,1939,0,98133,47.7107,-122.352,1440,7530 +1745100140,20141017T000000,210000.0,3,1.0,1700,11390,1.0,0,0,4,7,1700,0,1967,0,98003,47.3271,-122.323,1350,8164 +2976800796,20140925T000000,236000.0,3,1.0,1300,5898,1.0,0,0,3,7,1300,0,1961,0,98178,47.5053,-122.255,1320,7619 +4235400186,20141124T000000,331000.0,3,1.75,1080,1306,1.0,0,0,3,7,580,500,1954,2003,98199,47.6601,-122.4,1440,2225 +4215100060,20150320T000000,365000.0,3,2.5,2653,4510,2.0,0,0,3,8,2653,0,2006,0,98031,47.4145,-122.166,2653,4927 +9189700045,20150127T000000,450000.0,3,2.0,2290,16258,1.0,0,0,5,8,2290,0,1960,0,98058,47.4672,-122.165,1660,10530 +1126049053,20141113T000000,770000.0,4,2.75,3820,26300,2.0,0,0,3,9,2850,970,2014,0,98028,47.7618,-122.261,1860,12136 +2022069200,20150505T000000,455000.0,4,2.5,2210,49375,1.0,0,0,3,8,2210,0,1997,0,98038,47.3828,-122.071,2670,49385 +9412900055,20150505T000000,405000.0,3,1.75,2390,6000,1.0,0,0,3,6,1240,1150,1908,0,98118,47.5362,-122.268,2020,6000 +1722059235,20140703T000000,304900.0,4,1.75,2600,11325,1.0,0,0,4,7,1610,990,1969,0,98031,47.3954,-122.206,1720,11088 +6874200960,20150227T000000,170000.0,2,1.0,860,5265,1.0,0,0,3,6,860,0,1931,0,98178,47.5048,-122.272,1650,8775 +7424700045,20150513T000000,2050000.0,5,3.0,3830,8480,2.0,0,1,5,9,2630,1200,1905,1994,98122,47.6166,-122.287,3050,7556 +7202360350,20140630T000000,780000.0,4,2.5,3500,7048,2.0,0,0,3,9,3500,0,2005,0,98053,47.6811,-122.025,3920,7864 +5634500392,20150410T000000,330000.0,3,3.0,2420,13959,1.0,0,0,4,8,1740,680,1988,0,98028,47.7486,-122.23,2570,13300 +1509500060,20140905T000000,370000.0,4,2.5,2720,8666,2.0,0,0,3,9,2720,0,1992,0,98030,47.3846,-122.169,2410,8100 +7214810350,20141017T000000,467000.0,5,2.25,2500,13500,1.0,0,0,3,7,1850,650,1979,0,98072,47.7564,-122.144,2300,9750 +6647200060,20150209T000000,405000.0,3,1.75,1670,6720,1.0,0,0,3,7,1140,530,1980,0,98034,47.7198,-122.193,1670,7320 +9552700140,20140702T000000,675000.0,5,2.25,2900,10300,1.0,0,0,3,8,1450,1450,1985,0,98006,47.5461,-122.151,2310,10300 +2200500350,20140812T000000,500000.0,2,1.0,1640,14100,1.0,0,0,4,7,1140,500,1954,0,98006,47.5712,-122.143,1520,13527 +6113400046,20140723T000000,389999.0,4,2.5,1890,15770,2.0,0,0,4,7,1890,0,1968,0,98166,47.4281,-122.343,2410,15256 +6619910140,20150224T000000,630000.0,4,1.75,2950,9025,1.0,0,2,4,8,1780,1170,1975,0,98034,47.7128,-122.223,2120,9600 +1115450240,20141022T000000,360000.0,4,2.5,2160,9528,2.0,0,0,3,9,2160,0,1992,0,98001,47.3341,-122.255,2280,9937 +6073240060,20141002T000000,580000.0,4,3.0,3280,11060,2.0,0,0,3,8,2270,1010,1986,0,98056,47.5399,-122.181,2320,11004 +9297300045,20140709T000000,550000.0,3,2.0,1970,4166,2.0,0,3,5,8,1270,700,1929,0,98126,47.5717,-122.375,2390,4166 +9510920070,20140710T000000,879000.0,4,2.5,3360,22111,2.0,0,0,3,10,3360,0,1994,0,98075,47.5951,-122.017,3150,11374 +5468730030,20140822T000000,265000.0,3,2.0,1320,8959,1.0,0,0,3,7,1320,0,1993,0,98042,47.3536,-122.144,1740,7316 +8079030390,20150304T000000,446500.0,3,2.5,2650,7286,2.0,0,0,3,8,2650,0,1990,0,98059,47.5084,-122.154,2400,7220 +600000152,20140602T000000,404000.0,3,1.5,2030,8880,1.0,0,0,3,7,1330,700,1963,0,98108,47.5586,-122.311,2140,5592 +1840000030,20140529T000000,267500.0,3,1.75,1590,11914,1.0,0,2,3,7,1090,500,1957,0,98188,47.4427,-122.274,1630,9052 +3225069065,20140624T000000,3075000.0,4,5.0,4550,18641,1.0,1,4,3,10,2600,1950,2002,0,98074,47.6053,-122.077,4550,19508 +3260800030,20140811T000000,335000.0,3,2.5,2440,7632,2.0,0,0,3,8,2440,0,1998,0,98003,47.3494,-122.301,2510,7903 +2747100024,20140619T000000,576000.0,3,2.5,1940,9000,1.0,0,0,4,7,970,970,1948,0,98117,47.6933,-122.393,2190,7310 +5104530560,20150401T000000,208633.0,3,2.5,2040,3810,2.0,0,0,3,8,2040,0,2006,0,98038,47.3537,-122.0,2370,4590 +4330600350,20150115T000000,315000.0,3,2.25,2200,8750,1.0,0,0,4,7,1120,1080,1964,0,98166,47.476,-122.337,1460,10139 +5016001535,20150217T000000,725000.0,3,1.75,1920,3300,1.0,0,0,4,8,960,960,1913,0,98112,47.6239,-122.298,1740,4000 +7280300196,20150403T000000,550000.0,4,2.75,1800,7750,1.0,0,0,4,8,1400,400,1965,0,98177,47.7776,-122.384,1800,8275 +8651520400,20140612T000000,610750.0,4,2.25,2180,7297,2.0,0,0,3,8,2180,0,1984,0,98074,47.6459,-122.058,2250,9781 +7171200445,20150228T000000,550700.0,2,1.0,1010,5000,1.5,0,0,4,6,1010,0,1908,0,98105,47.6692,-122.297,1460,5000 +3204800200,20150108T000000,665000.0,4,2.75,3320,10574,2.0,0,0,5,8,2220,1100,1960,0,98056,47.5376,-122.18,2720,8330 +3416600800,20150209T000000,834000.0,4,2.5,2370,4000,1.5,0,2,5,8,1980,390,1928,0,98144,47.601,-122.294,2440,5750 +7994700030,20141023T000000,201000.0,5,1.75,1660,78408,1.5,0,0,3,6,1660,0,1915,0,98065,47.529,-121.837,1660,78408 +1860600135,20140502T000000,2384000.0,5,2.5,3650,9050,2.0,0,4,5,10,3370,280,1921,0,98119,47.6345,-122.367,2880,5400 +4139480200,20140618T000000,1384000.0,4,3.25,4290,12103,1.0,0,3,3,11,2690,1600,1997,0,98006,47.5503,-122.102,3860,11244 +4139480200,20141209T000000,1400000.0,4,3.25,4290,12103,1.0,0,3,3,11,2690,1600,1997,0,98006,47.5503,-122.102,3860,11244 +1328320800,20141105T000000,305000.0,4,2.25,1950,7700,1.0,0,0,3,8,1350,600,1979,0,98058,47.4441,-122.125,2150,7350 +7771300125,20150408T000000,487000.0,3,2.0,2590,14052,1.0,0,0,5,8,1720,870,1948,0,98133,47.7357,-122.333,1570,8162 +3422059208,20150511T000000,390000.0,3,2.5,1930,64904,1.0,0,0,4,8,1930,0,1988,0,98042,47.346,-122.157,2350,57500 +9521101455,20140723T000000,548000.0,2,1.0,1470,3864,1.0,0,0,4,7,1170,300,1916,0,98103,47.6638,-122.345,1570,3864 +4337000335,20141122T000000,268750.0,4,1.0,800,8775,1.0,0,0,3,6,800,0,1943,0,98166,47.48,-122.336,1310,8775 +325059286,20140513T000000,819900.0,5,2.75,3150,7119,2.0,0,0,3,9,3150,0,2013,0,98052,47.6759,-122.151,1560,8384 +2597650240,20141023T000000,520000.0,3,2.25,2030,16200,2.0,0,0,3,8,2030,0,1984,0,98027,47.5162,-122.057,2660,17958 +3353400435,20140721T000000,230000.0,3,2.0,1450,11204,1.0,0,0,3,7,1450,0,2003,0,98001,47.2639,-122.252,1520,9518 +7972000240,20150202T000000,240000.0,3,1.75,1510,10248,1.0,0,0,3,7,1510,0,1969,0,98023,47.2929,-122.371,1510,9753 +7520000520,20140905T000000,232000.0,2,1.0,1240,12092,1.0,0,0,3,6,960,280,1922,1984,98146,47.4957,-122.352,1820,7460 +7520000520,20150311T000000,240500.0,2,1.0,1240,12092,1.0,0,0,3,6,960,280,1922,1984,98146,47.4957,-122.352,1820,7460 +3530210260,20141027T000000,274975.0,3,2.5,3030,45004,2.0,0,0,3,9,3030,0,1987,0,98077,47.7721,-122.093,3080,35781 +1959700550,20140905T000000,740000.0,4,2.0,2050,4400,1.5,0,0,4,9,2050,0,1922,0,98102,47.644,-122.319,2320,5500 +1665400045,20150428T000000,186375.0,3,1.0,1000,7636,1.0,0,0,2,7,1000,0,1952,0,98166,47.472,-122.344,1150,7600 +9542850320,20140725T000000,790000.0,3,2.25,2370,10289,1.0,0,0,4,9,1590,780,1977,0,98005,47.592,-122.166,2500,10004 +3179100060,20140916T000000,880000.0,4,3.5,2800,6750,2.0,0,0,3,9,1890,910,1951,2002,98105,47.669,-122.275,2370,6120 +2946001550,20150416T000000,279000.0,6,1.75,2240,11180,2.0,0,0,4,7,2240,0,1955,0,98198,47.42,-122.323,1590,7955 +8078490390,20140729T000000,295000.0,3,2.0,1810,10530,1.0,0,2,3,8,1810,0,1991,0,98022,47.1913,-122.012,1910,10450 +9550201550,20150408T000000,640000.0,2,1.0,1070,5000,1.0,0,0,3,7,1070,0,1924,0,98103,47.6666,-122.331,1710,5000 +191100045,20140703T000000,940000.0,4,2.0,2490,9525,2.0,0,0,5,9,2490,0,1968,0,98040,47.5639,-122.217,2770,9525 +5009600070,20141007T000000,260000.0,4,2.5,1960,5238,2.0,0,0,3,7,1960,0,2003,0,98038,47.3483,-122.052,1800,5894 +200350070,20140602T000000,559900.0,3,2.75,2930,5569,1.0,0,0,3,9,1860,1070,2004,0,98072,47.7648,-122.164,2580,11045 +2877103726,20140722T000000,791500.0,4,2.0,1510,3500,1.5,0,0,5,7,1510,0,1911,0,98103,47.6794,-122.357,1820,3750 +405100295,20140826T000000,265000.0,3,1.75,1420,8250,1.0,0,0,3,7,1420,0,1954,0,98133,47.7535,-122.354,1740,8000 +4268200055,20150501T000000,245000.0,3,1.75,1740,11547,1.0,0,0,3,7,1740,0,1954,0,98178,47.4945,-122.22,880,78408 +3126069068,20150424T000000,485000.0,4,1.75,2560,43995,2.0,0,0,4,7,2560,0,1962,0,98052,47.6945,-122.093,2560,14764 +1115300070,20141106T000000,684000.0,4,3.5,3040,8414,2.0,0,0,3,9,2420,620,2010,0,98059,47.5222,-122.157,3470,8066 +6414100671,20140909T000000,425000.0,3,1.75,2500,6840,1.0,0,0,3,8,1300,1200,1957,0,98125,47.7222,-122.32,1580,8691 +7004200060,20141017T000000,309600.0,4,1.75,1275,20000,1.0,0,0,4,6,1275,0,1991,0,98070,47.3796,-122.49,1660,20000 +7852110140,20140718T000000,552250.0,4,2.5,2580,5823,2.0,0,0,3,8,2580,0,2002,0,98065,47.5374,-121.875,2380,5823 +3969300030,20140723T000000,165000.0,4,1.0,1000,7134,1.0,0,0,3,6,1000,0,1943,0,98178,47.4897,-122.24,1020,7138 +3969300030,20141229T000000,239900.0,4,1.0,1000,7134,1.0,0,0,3,6,1000,0,1943,0,98178,47.4897,-122.24,1020,7138 +4048400070,20141205T000000,320000.0,2,1.0,1070,32633,1.0,0,0,4,6,1070,0,1930,0,98059,47.4716,-122.078,1360,32156 +808000070,20141021T000000,206600.0,3,2.0,1390,13464,1.0,0,0,4,7,1390,0,1987,0,98030,47.3581,-122.173,1720,12080 +7374200030,20150416T000000,387000.0,4,1.75,2500,7690,1.0,0,0,3,7,1250,1250,1973,0,98155,47.7713,-122.307,2040,8646 +7325600160,20140604T000000,299000.0,1,0.75,560,12120,1.0,0,0,3,4,560,0,1967,0,98014,47.675,-121.854,1300,19207 +2757000030,20140922T000000,855000.0,4,2.75,2270,10460,2.0,0,0,3,9,2270,0,1965,0,98040,47.5603,-122.222,2610,10180 +616000140,20150126T000000,315000.0,3,1.0,1900,14400,1.0,0,0,4,7,1300,600,1954,0,98166,47.4147,-122.337,1940,14400 +3363900111,20141203T000000,437500.0,2,1.0,990,3120,1.0,0,2,5,7,790,200,1907,0,98103,47.68,-122.353,1930,3120 +9262800171,20150324T000000,252000.0,4,1.5,1550,19800,1.0,0,0,4,7,1050,500,1969,0,98001,47.3117,-122.27,1640,22654 +6607000126,20140604T000000,375000.0,4,1.75,2200,7475,1.0,0,0,5,7,1100,1100,1955,0,98118,47.543,-122.28,1600,5766 +5416510830,20140806T000000,300000.0,4,2.5,1910,4862,2.0,0,0,3,7,1910,0,2005,0,98038,47.3607,-122.034,2010,5091 +2201500030,20141006T000000,420000.0,4,1.0,1750,9600,1.5,0,0,4,7,1750,0,1954,0,98006,47.5759,-122.137,1750,10530 +325059171,20140505T000000,900000.0,3,1.0,1330,77972,1.0,0,0,3,7,1330,0,1928,1954,98033,47.6891,-122.159,1340,17689 +952003285,20140805T000000,679900.0,3,2.5,2440,5750,2.0,0,2,3,9,1980,460,2000,0,98116,47.565,-122.381,1520,5750 +3211290370,20140605T000000,463000.0,3,2.5,1640,29970,2.0,0,0,3,7,1640,0,1992,0,98053,47.6359,-121.974,1580,28399 +1072010350,20140828T000000,380000.0,5,2.5,2760,11340,2.0,0,0,4,9,2760,0,1978,0,98059,47.4769,-122.141,2470,11340 +8856950070,20141210T000000,329500.0,4,2.5,1820,7912,2.0,0,0,3,7,1820,0,1994,0,98038,47.3845,-122.029,1820,8168 +925059078,20140819T000000,604950.0,3,2.5,2110,5608,1.0,0,0,3,8,1340,770,2013,0,98033,47.6743,-122.184,2040,9363 +7855801090,20140917T000000,795000.0,5,2.5,3040,9570,1.0,0,2,4,8,1640,1400,1966,0,98006,47.5651,-122.164,2920,8800 +723099065,20150130T000000,465000.0,3,2.0,1840,40438,2.0,0,0,3,7,1840,0,1994,0,98045,47.4853,-121.709,1380,44049 +6116500075,20150326T000000,673000.0,4,2.5,2990,10400,2.0,0,0,3,9,2990,0,2002,0,98166,47.4508,-122.359,2140,17449 +1118500030,20141001T000000,810000.0,4,2.5,3520,15420,2.0,0,0,3,10,3520,0,1991,0,98074,47.6375,-122.016,3400,21455 +424069250,20150423T000000,785000.0,4,2.75,2440,69415,1.0,0,0,4,8,1910,530,1989,0,98075,47.5944,-122.042,2770,24361 +3291800710,20141120T000000,338000.0,4,3.0,2090,7500,1.0,0,0,3,7,1370,720,1986,0,98056,47.4888,-122.182,1810,7650 +6838700060,20141204T000000,280000.0,3,2.25,1430,7222,2.0,0,0,3,7,1430,0,1993,0,98056,47.5112,-122.19,1430,7220 +2231500030,20141001T000000,315000.0,4,2.25,2180,10754,1.0,0,0,5,7,1100,1080,1954,0,98133,47.7711,-122.341,1810,6929 +2231500030,20150324T000000,530000.0,4,2.25,2180,10754,1.0,0,0,5,7,1100,1080,1954,0,98133,47.7711,-122.341,1810,6929 +7683900200,20141223T000000,380000.0,5,3.0,3450,9914,2.0,0,0,3,9,3450,0,2004,0,98023,47.2813,-122.345,2860,9721 +8155830060,20140811T000000,297000.0,3,2.25,1450,7562,2.0,0,0,3,7,1450,0,1994,0,98056,47.5038,-122.189,1650,7625 +98020310,20140520T000000,730000.0,4,2.5,3230,7331,2.0,0,0,3,10,3230,0,2004,0,98075,47.5823,-121.97,3480,7447 +9423400140,20140609T000000,450000.0,3,1.75,1640,13500,1.0,0,0,3,7,1110,530,1940,0,98125,47.7164,-122.304,1770,12600 +1545804860,20141027T000000,275000.0,3,3.0,1590,7750,1.0,0,0,3,7,1060,530,1997,0,98038,47.3624,-122.045,1680,7500 +2883200160,20150429T000000,595000.0,4,2.0,2020,2849,2.0,0,0,3,7,2020,0,1960,0,98115,47.6831,-122.329,1910,3120 +7132300695,20150421T000000,435000.0,3,1.5,1300,3348,1.5,0,0,3,7,1300,0,1904,2014,98144,47.592,-122.307,1590,2577 +1726059053,20140916T000000,270000.0,2,1.5,1380,209959,1.0,0,0,1,6,1380,0,1954,0,98011,47.7461,-122.195,3130,19868 +624111000,20140805T000000,950000.0,3,3.0,4040,14338,2.0,0,0,3,10,3030,1010,1986,0,98077,47.7268,-122.06,3360,14142 +808300310,20150313T000000,389000.0,4,2.25,2130,5337,2.0,0,0,3,7,2130,0,2001,0,98019,47.7237,-121.959,2300,6930 +8563040160,20150121T000000,560000.0,4,2.25,2550,7800,1.0,0,0,3,8,1580,970,1968,0,98052,47.6283,-122.095,2420,8050 +713500030,20140728T000000,1350000.0,5,3.5,4800,14984,2.0,0,2,3,11,3480,1320,1998,0,98006,47.5543,-122.148,4050,19009 +8651600160,20141111T000000,799000.0,4,2.25,2510,11585,2.0,0,0,4,8,2510,0,1969,0,98040,47.5483,-122.226,2450,9691 +9517200030,20140625T000000,365500.0,3,2.0,1410,9600,1.0,0,0,4,7,1410,0,1983,0,98072,47.7591,-122.146,1410,9600 +2460700700,20140515T000000,252350.0,3,2.0,1650,7352,1.0,0,0,3,7,1160,490,1979,0,98058,47.4612,-122.169,1710,7350 +1223039290,20140905T000000,403950.0,4,2.5,2120,13780,2.0,0,0,3,8,2120,0,1993,0,98146,47.4987,-122.365,1880,12000 +2890100060,20140801T000000,385000.0,4,1.5,2040,10726,1.0,0,0,3,7,1380,660,1954,0,98177,47.772,-122.358,1610,10020 +7972600860,20141210T000000,345000.0,4,1.0,1550,7620,1.5,0,0,3,7,1550,0,1957,0,98106,47.5287,-122.35,1450,7620 +8857320070,20140917T000000,490000.0,3,2.75,1980,3128,2.0,0,0,4,9,1980,0,1979,0,98008,47.6109,-122.114,1950,2856 +4047200695,20140618T000000,330000.0,3,2.5,1600,26977,2.0,0,0,3,8,1600,0,2005,0,98019,47.7736,-121.901,1790,27743 +1653500070,20140512T000000,927000.0,4,2.75,3300,12090,2.0,0,0,3,8,3300,0,1953,0,98004,47.6294,-122.218,3180,12239 +1923000030,20140728T000000,1118000.0,4,2.5,3840,16619,2.0,0,1,4,10,3840,0,1983,0,98040,47.5634,-122.213,3600,16553 +3649100320,20150430T000000,330000.0,2,1.0,1220,10000,1.0,0,0,5,7,1220,0,1950,0,98028,47.7405,-122.241,2000,9600 +7375300160,20150309T000000,530000.0,5,2.25,2720,8800,1.0,0,0,4,7,1500,1220,1958,0,98008,47.5976,-122.118,2110,8800 +5175800060,20140623T000000,365000.0,4,2.0,1940,25600,1.0,0,0,1,8,1940,0,1962,0,98006,47.5722,-122.129,2000,10071 +1604601375,20140619T000000,378750.0,3,2.5,2160,3000,1.5,0,0,3,7,1260,900,1909,2011,98118,47.5644,-122.289,1060,3500 +2473251090,20140619T000000,269900.0,4,1.75,1530,8750,1.5,0,0,4,7,1530,0,1968,0,98058,47.4556,-122.157,1390,8750 +9126100861,20150306T000000,557000.0,3,3.5,1710,2096,2.0,0,0,3,8,1290,420,2008,0,98122,47.6055,-122.305,1630,1543 +3420069065,20140825T000000,360000.0,4,1.75,3730,16980,1.0,0,0,4,7,2150,1580,1974,0,98022,47.1775,-122.022,1880,16963 +6021501685,20150422T000000,352000.0,2,1.0,940,5000,1.0,0,0,4,7,940,0,1937,0,98117,47.6879,-122.385,1560,4500 +1151100070,20150224T000000,437000.0,3,2.5,1750,22357,2.0,0,0,3,8,1750,0,1994,0,98045,47.4807,-121.779,2430,22357 +8856950240,20140618T000000,322500.0,4,2.5,1820,6753,2.0,0,0,3,7,1820,0,1994,0,98038,47.3845,-122.032,1820,7107 +9385200055,20140912T000000,650000.0,3,3.25,1510,2000,2.0,0,0,3,9,1330,180,2001,0,98116,47.5815,-122.402,1510,1352 +7821200390,20140806T000000,450000.0,3,2.0,1290,1213,3.0,0,0,3,8,1290,0,2001,0,98103,47.6609,-122.344,1290,3235 +8078520310,20150417T000000,278500.0,3,2.0,1570,5250,1.0,0,0,3,7,1570,0,1998,0,98092,47.3163,-122.188,1570,5250 +1565950030,20150427T000000,364950.0,4,2.5,1930,6957,2.0,0,0,3,8,1930,0,1995,0,98055,47.4309,-122.191,2090,6996 +1560930070,20140911T000000,840000.0,4,3.5,2840,40139,1.0,0,4,4,10,2840,0,1986,0,98038,47.401,-122.026,3180,36852 +6700400140,20150318T000000,268000.0,3,2.5,1550,8134,2.0,0,0,3,7,1550,0,1991,0,98031,47.404,-122.191,1550,8134 +2422029094,20140716T000000,517534.0,2,1.0,833,143947,1.0,0,0,3,5,833,0,2006,0,98070,47.3889,-122.482,1380,143947 +1774220160,20141104T000000,632925.0,3,2.5,2990,32239,2.0,0,0,4,8,2990,0,1978,0,98077,47.7718,-122.095,2990,36497 +1525200060,20140723T000000,577500.0,3,2.5,2000,7251,2.0,0,0,3,9,2000,0,1995,0,98034,47.7067,-122.2,2450,8118 +1678400105,20150212T000000,339000.0,4,1.5,2390,7480,1.5,0,2,3,7,2390,0,1920,0,98178,47.504,-122.227,2850,6867 +3426059070,20140909T000000,570000.0,3,1.75,2910,37461,1.0,0,0,4,7,1530,1380,1967,0,98052,47.7015,-122.164,2520,18295 +824079032,20140626T000000,563500.0,4,1.75,2085,174240,1.0,0,0,3,7,1610,475,1964,0,98024,47.5753,-121.95,2690,174240 +2697100140,20150105T000000,423000.0,4,2.25,2200,9351,1.0,0,0,5,7,1290,910,1962,0,98133,47.7448,-122.333,1910,8660 +8724300030,20141223T000000,355000.0,3,2.25,1860,5028,2.0,0,0,3,8,1860,0,2012,0,98019,47.7318,-121.982,2320,5465 +8678500060,20140710T000000,1550000.0,5,4.25,6070,171626,2.0,0,0,3,12,6070,0,1999,0,98024,47.5954,-121.95,4680,211267 +625049299,20141203T000000,482000.0,2,1.0,950,3960,1.0,0,0,3,7,950,0,1941,0,98103,47.6885,-122.337,1320,4050 +6073200075,20140730T000000,625000.0,3,1.75,1600,9135,1.0,0,0,5,7,1600,0,1955,0,98006,47.5724,-122.179,1580,9800 +6388900710,20141219T000000,538000.0,3,2.5,2250,11632,2.0,0,0,3,8,2250,0,1988,0,98056,47.5272,-122.169,2360,11632 +1442860160,20150107T000000,380000.0,3,2.5,2280,10255,2.0,0,0,4,8,2280,0,1985,0,98058,47.4334,-122.161,2310,10094 +7942600310,20140717T000000,375000.0,2,1.0,940,5120,1.0,0,0,3,7,940,0,1909,0,98122,47.6073,-122.308,1300,5120 +1545808560,20150403T000000,245000.0,3,2.5,1530,8500,1.0,0,0,5,7,1030,500,1996,0,98038,47.3592,-122.046,1850,8140 +936000060,20141114T000000,310000.0,5,1.75,2190,27260,1.0,0,0,4,7,2190,0,1947,1974,98166,47.4546,-122.337,1620,39480 +9808650060,20150225T000000,1300000.0,3,2.0,2350,15021,1.0,0,0,4,8,1770,580,1976,0,98004,47.6408,-122.219,3530,15715 +3754700160,20140506T000000,397000.0,4,2.0,1440,7680,1.0,0,0,3,7,1200,240,1971,0,98034,47.7245,-122.2,1460,9660 +305500140,20150512T000000,365000.0,3,2.5,2200,4052,2.0,0,0,3,8,2200,0,2005,0,98058,47.4362,-122.178,2310,5082 +5468750060,20141028T000000,328500.0,4,3.0,2290,8250,2.0,0,0,3,9,2290,0,1990,0,98042,47.3739,-122.156,2290,8250 +2944010240,20140908T000000,988000.0,4,3.0,4040,19700,2.0,0,0,3,11,4040,0,1987,0,98052,47.7205,-122.127,3930,21887 +3454000060,20140722T000000,1000000.0,4,2.5,2610,3277,1.5,0,0,5,8,1920,690,1922,0,98103,47.6636,-122.33,1810,3277 +646910160,20140903T000000,237000.0,3,2.5,1490,2138,2.0,0,0,3,7,1490,0,2005,0,98055,47.4324,-122.197,1490,2094 +8564950390,20140919T000000,525000.0,4,2.5,2450,5280,2.0,0,0,3,8,2450,0,2003,0,98011,47.7734,-122.224,2300,4674 +2268400350,20140916T000000,749000.0,4,2.5,1710,9627,1.0,0,0,3,9,1440,270,1976,2014,98006,47.559,-122.164,2140,9131 +7504101040,20140821T000000,722500.0,5,2.5,4870,11800,2.0,0,0,3,10,3470,1400,1983,0,98074,47.633,-122.041,3180,11398 +11500890,20150312T000000,843000.0,3,2.5,3130,8750,2.0,0,0,3,10,3130,0,1991,0,98052,47.6954,-122.103,2860,9003 +9528102772,20140708T000000,438000.0,2,2.0,1270,1372,3.0,0,0,3,8,1270,0,2000,0,98115,47.6776,-122.318,1610,3090 +284000223,20140916T000000,578000.0,3,1.75,2120,10875,1.0,0,2,3,8,1540,580,1977,0,98146,47.504,-122.382,2460,11760 +3353401710,20140923T000000,227950.0,3,1.5,1670,8230,1.0,0,0,5,7,1670,0,1954,0,98001,47.2613,-122.255,2077,4910 +8159610030,20140722T000000,196000.0,3,2.25,2070,11576,2.0,0,0,3,7,2070,0,1974,0,98001,47.3417,-122.271,1890,7519 +3179100435,20140715T000000,641000.0,2,1.0,1420,5332,1.0,0,0,3,8,1070,350,1953,0,98105,47.6694,-122.275,2400,5406 +822079033,20150422T000000,350000.0,3,1.5,1250,219978,1.0,0,0,4,6,1250,0,1980,0,98038,47.4056,-121.955,1930,210394 +8857600960,20140819T000000,205000.0,3,1.0,940,7980,1.0,0,0,4,7,940,0,1960,0,98032,47.3838,-122.289,1150,8050 +1774000200,20141202T000000,400000.0,3,1.75,1920,9102,1.0,0,0,3,7,1920,0,1968,0,98072,47.7487,-122.082,1920,9760 +2024069128,20141110T000000,1030000.0,3,2.5,3545,9816,1.0,0,0,3,10,2610,935,2005,0,98027,47.5534,-122.078,3630,7704 +1049010390,20150319T000000,505000.0,3,2.0,1260,5460,1.0,0,0,3,7,1260,0,1972,0,98034,47.7355,-122.18,1510,5460 +7905370390,20141009T000000,475000.0,5,2.5,2340,7200,1.0,0,0,3,7,1300,1040,1975,0,98034,47.7206,-122.211,1930,7221 +4140090240,20141105T000000,520000.0,3,2.25,2590,9263,1.0,0,0,5,8,1440,1150,1977,0,98028,47.7691,-122.262,2580,9450 +4055700030,20150502T000000,1450000.0,3,4.5,3970,24920,2.0,0,2,3,10,3260,710,1977,1999,98034,47.7183,-122.258,2610,13838 +3775300030,20141231T000000,333500.0,3,1.75,1220,9732,1.0,0,0,3,7,1220,0,1965,0,98011,47.7736,-122.214,1630,10007 +2525300030,20150222T000000,232000.0,3,1.0,1400,10403,1.0,0,0,4,6,1400,0,1976,0,98038,47.362,-122.029,1230,10209 +1324059104,20150421T000000,691100.0,3,2.75,2360,16117,1.0,0,0,4,8,1710,650,1983,0,98006,47.5698,-122.121,2120,16117 +2287000030,20141014T000000,811000.0,3,1.75,1870,9897,1.0,0,0,4,8,1870,0,1960,0,98040,47.5505,-122.221,1900,10005 +7702010030,20140520T000000,551000.0,3,2.5,2830,5802,2.0,0,0,3,9,2830,0,2001,0,98028,47.7605,-122.234,2500,5788 +1529200340,20150108T000000,496500.0,3,2.5,2260,3640,2.0,0,0,3,8,2260,0,1994,0,98072,47.7356,-122.157,2350,3710 +2122039094,20141126T000000,705000.0,3,3.0,1970,20978,2.0,1,3,4,9,1770,200,1980,0,98070,47.3844,-122.438,2280,75396 +1742800030,20140612T000000,578000.0,4,2.5,3140,9225,1.0,0,2,5,9,1770,1370,1966,0,98055,47.4904,-122.226,2460,9600 +1796360350,20150128T000000,255000.0,3,1.75,1240,8659,1.0,0,0,5,7,1240,0,1986,0,98042,47.3663,-122.089,1490,8223 +6154500070,20140626T000000,1050000.0,4,3.5,3450,7832,2.0,0,0,3,10,3450,0,2007,0,98006,47.5637,-122.123,3220,8567 +1843100340,20150305T000000,348000.0,3,2.25,2570,8491,2.0,0,0,4,8,2570,0,1989,0,98042,47.3759,-122.125,2400,8049 +8944290160,20141104T000000,230000.0,3,2.0,1510,3413,2.0,0,0,3,7,1510,0,1985,0,98031,47.3912,-122.167,1570,3777 +4166600473,20141209T000000,359500.0,4,2.25,2390,11250,2.0,0,0,3,9,2390,0,1988,0,98023,47.3305,-122.371,2480,11250 +7282300125,20141112T000000,330000.0,3,1.0,980,7000,1.0,0,0,3,6,980,0,1953,0,98133,47.7617,-122.357,1220,7000 +8658300340,20140523T000000,80000.0,1,0.75,430,5050,1.0,0,0,2,4,430,0,1912,0,98014,47.6499,-121.909,1200,7500 +2419600075,20141201T000000,465000.0,3,1.75,1480,6360,1.0,0,0,3,7,1480,0,1954,0,98133,47.7311,-122.353,1480,6360 +2621760350,20141015T000000,325000.0,4,2.5,1850,7324,2.0,0,0,3,8,1850,0,1997,0,98042,47.3701,-122.107,2100,7329 +1723049270,20150107T000000,340500.0,3,2.0,2270,28025,1.0,0,0,4,7,1920,350,1947,0,98168,47.4857,-122.318,1770,14833 +4123840310,20150106T000000,342500.0,3,2.5,1810,5192,2.0,0,0,3,8,1810,0,1993,0,98038,47.3724,-122.042,1810,6200 +2172000075,20140623T000000,290900.0,2,2.0,1610,17600,2.0,0,0,3,6,1610,0,1930,1983,98178,47.4855,-122.266,1310,12950 +8651611170,20150213T000000,868700.0,3,4.25,3840,6161,2.0,0,0,3,10,3840,0,2000,0,98074,47.6336,-122.064,3230,7709 +8820902200,20141113T000000,1199000.0,4,2.75,4110,8400,2.0,0,1,3,9,3130,980,1928,2013,98125,47.717,-122.281,2820,8400 +8651610890,20141014T000000,1150000.0,4,3.25,4190,10259,2.0,0,0,3,11,3150,1040,2000,0,98074,47.6332,-122.066,4300,11919 +1853080570,20140811T000000,859900.0,4,2.75,3390,6298,2.0,0,0,3,9,3390,0,2011,0,98074,47.5906,-122.062,3390,7111 +3629920030,20140808T000000,520000.0,4,2.25,1890,3006,2.0,0,0,3,7,1890,0,2003,0,98029,47.5461,-121.998,1580,3000 +1604602050,20140711T000000,460000.0,3,2.5,1610,2527,2.0,0,2,3,9,1080,530,2005,0,98118,47.5674,-122.29,1610,4173 +6844700810,20140901T000000,438924.0,3,1.5,1050,4590,1.0,0,0,3,7,850,200,1949,0,98115,47.6943,-122.29,1770,5400 +66000070,20150406T000000,315000.0,2,1.0,630,6550,1.0,0,0,3,5,630,0,1918,0,98126,47.5486,-122.38,1420,6550 +6665800030,20140718T000000,590000.0,4,2.75,2910,10650,1.0,0,2,3,8,1780,1130,1975,0,98033,47.6658,-122.188,2920,10988 +2205700350,20141104T000000,378500.0,4,1.75,1700,8640,1.0,0,0,3,7,850,850,1955,0,98006,47.5772,-122.153,1620,9000 +5466000030,20140603T000000,328500.0,3,2.5,1950,8130,2.0,0,0,4,9,1950,0,1990,0,98042,47.3875,-122.161,2350,7691 +6189200125,20150325T000000,849950.0,3,3.0,2990,9773,2.0,0,0,4,8,2990,0,1973,0,98005,47.6344,-122.174,2230,11553 +9169600135,20141027T000000,525000.0,3,1.5,1350,6000,1.0,0,2,3,7,900,450,1950,0,98136,47.5275,-122.391,1730,6012 +2625069070,20150410T000000,1385000.0,4,3.25,4860,181319,2.5,0,0,3,9,4860,0,1993,0,98074,47.6179,-122.005,3850,181319 +8732131090,20150428T000000,295000.0,4,2.5,2160,7725,1.0,0,0,4,8,1460,700,1978,0,98023,47.3078,-122.378,2060,8250 +9286000240,20140711T000000,1067000.0,6,3.5,4860,11793,2.0,0,0,3,11,3860,1000,1998,0,98006,47.5521,-122.137,3600,11793 +1895000260,20140721T000000,207950.0,2,2.0,890,5000,1.0,0,0,3,6,890,0,1917,0,98118,47.5158,-122.264,1860,5000 +8691370400,20141216T000000,699900.0,4,2.75,2810,7302,2.0,0,0,3,9,2810,0,2002,0,98075,47.5985,-121.977,2820,7302 +5423010350,20150210T000000,1280000.0,5,2.5,3400,9500,2.0,0,1,4,8,3400,0,1977,0,98027,47.5645,-122.082,3080,11081 +8562501040,20141120T000000,452000.0,4,1.5,1580,7350,1.0,0,0,4,7,960,620,1963,0,98052,47.6734,-122.154,1560,7350 +2475200140,20150205T000000,370000.0,3,2.0,1680,5036,1.0,0,1,4,7,1680,0,1987,0,98055,47.4734,-122.186,1680,4921 +7942100310,20150127T000000,232000.0,3,1.75,1300,11230,1.0,0,0,5,7,1300,0,1968,0,98042,47.3811,-122.087,1300,10794 +3760000030,20141030T000000,669950.0,5,2.5,2820,14062,2.0,0,0,4,7,2380,440,1960,0,98034,47.7081,-122.215,1910,10392 +1727500340,20140614T000000,397500.0,3,2.0,1510,6710,1.0,0,0,3,7,1070,440,1972,0,98034,47.7193,-122.216,1660,6600 +9828702519,20140512T000000,490000.0,2,2.5,1230,1391,2.0,0,0,3,8,870,360,2004,0,98112,47.6192,-122.301,1240,1350 +4432600075,20150128T000000,725000.0,4,2.0,2110,4140,2.0,0,0,3,9,1710,400,1925,2003,98116,47.5836,-122.387,1440,4420 +7806300030,20140917T000000,299000.0,3,2.75,3080,19635,1.0,0,2,4,7,1610,1470,1958,0,98032,47.3841,-122.284,2424,12410 +9274202270,20140818T000000,625000.0,2,1.5,1490,5750,1.5,0,0,4,7,1190,300,1900,0,98116,47.5872,-122.39,1590,4025 +7852030960,20141106T000000,437500.0,3,2.5,2120,4500,2.0,0,0,3,7,2120,0,2000,0,98065,47.5322,-121.88,2530,4816 +7852170140,20150510T000000,650000.0,4,2.5,3180,5438,2.0,0,0,3,9,3180,0,2003,0,98065,47.5416,-121.864,3030,5335 +7518503335,20140519T000000,475000.0,2,1.0,1490,3825,1.0,0,0,3,7,860,630,1929,0,98117,47.6799,-122.381,1460,3825 +5467900070,20140502T000000,342000.0,3,2.0,1930,11947,1.0,0,0,4,8,1930,0,1966,0,98042,47.3672,-122.151,2200,12825 +1245002952,20141015T000000,1197350.0,4,2.5,2770,7800,2.0,0,0,3,10,2770,0,1999,0,98033,47.684,-122.205,2720,10000 +8906200070,20150210T000000,280000.0,3,1.5,1670,11610,1.0,0,0,4,7,1670,0,1963,0,98055,47.4404,-122.191,1930,10200 +5379805885,20140521T000000,240000.0,2,1.75,1330,7200,1.0,0,0,3,7,1330,0,1993,0,98188,47.4467,-122.281,1450,11682 +2769600560,20140527T000000,529000.0,3,1.0,1210,3328,1.5,0,0,4,7,1210,0,1924,0,98107,47.6729,-122.363,1640,3333 +9238901420,20150202T000000,442000.0,3,1.0,1190,5100,1.0,0,0,4,7,1030,160,1941,0,98136,47.5346,-122.385,1690,5100 +5113400431,20140508T000000,615000.0,2,1.0,1540,6872,1.0,0,0,4,7,820,720,1946,0,98119,47.6454,-122.373,1420,5538 +3885805665,20140612T000000,1485000.0,4,3.75,4030,10800,2.0,0,0,3,10,4030,0,2006,0,98033,47.6821,-122.196,2160,7200 +8121200810,20150505T000000,585000.0,4,1.75,2430,7559,1.0,0,0,4,8,1580,850,1981,0,98052,47.7206,-122.11,1980,8750 +5126310400,20150305T000000,480000.0,4,2.5,2600,7787,2.0,0,0,3,8,2600,0,2005,0,98059,47.4877,-122.139,2830,7787 +7322910030,20140721T000000,1095000.0,5,3.5,4410,57063,2.0,0,0,4,9,4410,0,1990,0,98053,47.6554,-122.018,2900,50529 +2827100070,20141105T000000,290000.0,4,1.0,1330,8184,1.5,0,0,3,7,1330,0,1949,0,98133,47.7343,-122.347,1220,660 +9276201895,20140820T000000,615000.0,3,1.75,1900,5000,1.0,0,0,5,7,950,950,1951,0,98116,47.5789,-122.393,1770,5000 +4402700070,20150311T000000,300000.0,2,1.0,1100,7680,1.0,0,0,4,7,1100,0,1950,0,98133,47.7439,-122.339,1460,7680 +1922059046,20141029T000000,308000.0,3,1.0,1980,39150,1.5,0,0,3,6,1580,400,1932,0,98030,47.3818,-122.225,1860,11811 +925059288,20150507T000000,750000.0,3,2.5,2400,7745,2.0,0,0,3,9,2400,0,2001,0,98033,47.6734,-122.173,2080,8615 +4386700135,20141114T000000,2250000.0,4,2.25,4760,8036,2.5,0,0,5,9,3390,1370,1916,0,98112,47.6415,-122.285,2950,9323 +1923069078,20140805T000000,890000.0,4,3.25,3180,194278,2.0,0,0,3,10,3180,0,2005,0,98059,47.4711,-122.084,2200,178160 +1432400335,20150325T000000,288000.0,3,1.0,1190,7560,1.0,0,0,5,6,1190,0,1958,0,98058,47.452,-122.177,1190,7560 +1180003090,20140906T000000,190000.0,2,1.0,630,6000,1.0,0,0,3,6,630,0,1943,2005,98178,47.4973,-122.221,1470,6840 +726049331,20150326T000000,515000.0,5,3.0,2530,5105,1.0,0,0,3,8,1520,1010,2005,0,98133,47.7546,-122.341,2290,4011 +3340401555,20141105T000000,235000.0,4,1.5,1690,11054,1.0,0,0,4,5,1690,0,1930,0,98055,47.4667,-122.215,1690,9040 +7453000070,20140818T000000,275000.0,2,1.0,940,5000,1.0,0,0,3,6,940,0,1951,0,98126,47.5186,-122.374,940,5000 +4348800030,20141121T000000,727500.0,2,2.0,1240,9119,1.0,0,0,4,7,1240,0,1952,0,98004,47.6221,-122.193,1380,9121 +7202331420,20140620T000000,650000.0,4,2.5,3040,6587,2.0,0,0,3,7,3040,0,2003,0,98053,47.683,-122.039,2740,6587 +3225079035,20140618T000000,1600000.0,6,5.0,6050,230652,2.0,0,3,3,11,6050,0,2001,0,98024,47.6033,-121.943,4210,233971 +6381500700,20141105T000000,365000.0,4,1.0,1590,7085,1.5,0,0,3,6,1590,0,1944,0,98125,47.7315,-122.305,1320,7085 +339500160,20141008T000000,662000.0,3,1.75,2500,36947,1.0,0,0,3,9,2500,0,1984,0,98052,47.6917,-122.084,2590,28837 +1545807610,20150429T000000,270500.0,3,2.5,1780,7848,1.0,0,0,3,7,1320,460,1978,0,98038,47.3608,-122.056,1680,7848 +1843200240,20150505T000000,200000.0,2,1.5,1360,1898,2.0,0,0,3,7,1360,0,1978,0,98092,47.2852,-122.19,1360,1898 +4403600270,20150224T000000,970000.0,4,3.25,4740,76230,2.0,0,0,3,10,4740,0,1987,0,98075,47.5931,-122.071,3340,49206 +2008200060,20140624T000000,160000.0,3,1.5,1010,9600,1.0,0,0,4,7,1010,0,1962,0,98198,47.4097,-122.316,1400,9660 +1521069070,20150218T000000,204000.0,3,1.0,1040,7405,1.0,0,0,4,6,1040,0,1971,0,98010,47.3105,-122.021,1580,7405 +2459500310,20150218T000000,358000.0,3,2.25,1610,6655,2.0,0,0,4,7,1610,0,1985,0,98058,47.4296,-122.161,1780,7529 +6204420070,20150501T000000,452000.0,4,1.75,1570,8268,1.0,0,0,3,7,1570,0,1979,0,98011,47.7373,-122.197,1870,8190 +5694500105,20141204T000000,595000.0,2,2.0,1510,4000,1.0,0,0,4,7,1010,500,1900,0,98103,47.6582,-122.345,1920,4000 +5466410030,20150410T000000,249000.0,3,2.0,1360,6082,1.0,0,0,3,7,1360,0,1994,0,98042,47.3577,-122.16,1360,6987 +9485740340,20150310T000000,346900.0,4,2.5,1970,5106,2.0,0,0,3,8,1970,0,1999,0,98055,47.449,-122.205,2230,5109 +622049114,20150218T000000,2125000.0,3,2.5,5403,24069,2.0,1,4,4,12,5403,0,1976,0,98166,47.4169,-122.348,3980,104374 +2270000070,20141030T000000,280000.0,4,2.5,1560,4350,2.0,0,0,3,7,1560,0,2003,0,98056,47.5025,-122.186,1560,4350 +1310900260,20141013T000000,318888.0,4,1.75,2320,12000,1.0,0,0,4,8,2270,50,1973,0,98032,47.3644,-122.28,2120,9880 +224069094,20140911T000000,530000.0,3,2.25,2120,40518,1.0,0,0,3,8,2120,0,1967,0,98075,47.5896,-122.009,2480,13492 +7800800160,20141121T000000,375000.0,3,2.25,2120,18500,2.0,0,0,4,8,2120,0,1983,0,98031,47.3914,-122.169,2120,14479 +2944000240,20150422T000000,910000.0,4,2.5,3350,29242,2.0,0,0,3,11,3350,0,1988,0,98052,47.7197,-122.131,3920,24728 +4139400710,20140523T000000,782000.0,4,2.5,2380,9614,2.0,0,0,4,10,2380,0,1991,0,98006,47.5623,-122.116,2560,9770 +7899800860,20150319T000000,259950.0,2,2.0,1070,649,2.0,0,0,3,9,720,350,2008,0,98106,47.5213,-122.357,1070,928 +2473420140,20140923T000000,315000.0,4,2.75,2300,18360,1.0,0,0,4,7,1560,740,1979,0,98058,47.4518,-122.16,1870,9588 +5000500055,20140528T000000,215000.0,2,1.0,1320,8865,1.0,0,0,4,6,1320,0,1943,0,98168,47.4949,-122.3,1190,6490 +4099500935,20140723T000000,705000.0,3,1.75,2180,10221,1.0,0,2,4,7,1140,1040,1946,0,98040,47.5885,-122.248,2180,8535 +1373800295,20141013T000000,1450000.0,3,3.0,4380,6320,2.0,0,3,5,10,3580,800,1952,0,98199,47.6452,-122.411,3080,7680 +4025300135,20150508T000000,451000.0,3,1.75,1790,9813,2.0,0,0,3,7,1790,0,1949,0,98155,47.749,-122.305,1520,10125 +3294700310,20140902T000000,261000.0,2,1.0,750,8125,1.0,0,0,4,6,750,0,1943,0,98055,47.4727,-122.198,1340,8750 +8718500075,20141117T000000,396000.0,3,1.5,1300,8280,1.0,0,0,5,7,1300,0,1956,0,98028,47.7403,-122.256,1570,8692 +4309710240,20140722T000000,725000.0,4,2.5,2990,29170,2.0,0,3,3,9,2990,0,1999,0,98059,47.5146,-122.117,3715,29170 +5486800070,20140620T000000,1950000.0,7,3.5,4640,15235,2.0,0,1,3,11,2860,1780,1965,2003,98040,47.5666,-122.231,3230,20697 +236400320,20140715T000000,238000.0,4,1.0,1400,7242,1.5,0,0,3,7,1400,0,1959,0,98188,47.4339,-122.291,1310,7314 +4376700570,20150427T000000,750000.0,6,1.75,2750,9563,2.0,0,0,4,8,2750,0,1973,0,98052,47.6368,-122.097,2040,9563 +8648100200,20141027T000000,331500.0,4,2.5,2050,10271,2.0,0,0,3,7,2050,0,1998,0,98042,47.3628,-122.075,2050,8103 +3624079046,20141028T000000,460000.0,4,3.0,2230,108900,1.0,0,0,3,7,1410,820,1978,0,98065,47.52,-121.845,1960,65340 +1921069084,20140707T000000,404950.0,4,2.25,2340,217014,1.0,0,0,4,8,2340,0,1982,0,98092,47.2953,-122.083,2340,107898 +6431500140,20141217T000000,880000.0,3,2.5,2870,5163,2.0,0,0,3,9,2870,0,2014,0,98103,47.6935,-122.352,1630,7995 +2725069050,20140613T000000,863000.0,4,2.5,4120,22370,2.0,0,0,3,10,4120,0,1997,0,98074,47.6239,-122.023,3180,7257 +5307100060,20141216T000000,638700.0,3,1.75,2080,9162,1.0,0,0,3,7,1370,710,1960,0,98005,47.5846,-122.168,1870,8944 +7203102050,20140728T000000,435000.0,3,2.5,1840,5680,2.0,0,0,3,7,1840,0,2008,0,98053,47.6969,-122.026,1600,4697 +561000075,20141231T000000,260000.0,3,1.0,1180,5350,1.5,0,0,4,6,1180,0,1959,0,98178,47.505,-122.259,1490,5350 +2436701180,20140814T000000,671500.0,5,2.75,2160,4000,1.5,0,0,5,7,1530,630,1927,0,98105,47.667,-122.289,2040,4000 +809002765,20141022T000000,610000.0,3,1.0,1180,3400,1.5,0,0,3,8,1180,0,1907,0,98109,47.6376,-122.353,1440,3400 +4045500710,20141218T000000,405000.0,2,0.75,1160,15029,1.0,0,0,4,6,870,290,1937,0,98014,47.6929,-121.87,1870,25346 +5104510270,20140718T000000,338900.0,4,2.5,1830,5612,2.0,0,0,3,7,1830,0,2003,0,98038,47.3572,-122.015,1830,5998 +98020350,20150123T000000,720000.0,4,4.0,3200,7708,2.0,0,0,3,10,3200,0,2004,0,98075,47.5816,-121.97,3480,7944 +1714900060,20150424T000000,442000.0,5,3.0,2560,5445,1.5,0,0,4,7,1760,800,1927,0,98108,47.5502,-122.311,1080,5445 +1189000030,20140603T000000,650000.0,5,2.75,2550,5040,1.5,0,0,5,8,2550,0,1902,0,98122,47.6136,-122.299,1590,3840 +2473360060,20150102T000000,263500.0,3,1.75,1330,9917,1.0,0,0,3,7,1040,290,1981,0,98058,47.4478,-122.161,1330,9081 +222069082,20141217T000000,300000.0,2,1.0,1220,75794,1.0,0,0,4,7,1220,0,1963,0,98038,47.4219,-122.007,2010,98010 +8669160310,20141209T000000,266000.0,3,2.5,1805,3402,2.0,0,0,3,7,1805,0,2009,0,98002,47.3521,-122.212,2095,3402 +1526069135,20141211T000000,930000.0,4,4.0,6050,84942,2.5,0,2,3,9,4150,1900,2009,0,98077,47.7466,-122.029,2700,199504 +1088650310,20150127T000000,530000.0,4,2.5,2320,5493,2.0,0,0,3,8,2320,0,2004,0,98028,47.7727,-122.229,2450,5471 +8945200860,20141211T000000,180000.0,3,1.0,1384,8960,1.0,0,0,4,6,1384,0,1965,0,98023,47.3062,-122.371,1000,8470 +7853240200,20140516T000000,619000.0,3,2.5,2720,6439,2.0,0,0,3,9,2720,0,2005,0,98065,47.5422,-121.86,3180,7320 +7511800070,20140821T000000,264000.0,3,1.5,1820,10608,1.0,0,0,4,7,1820,0,1962,0,98003,47.3366,-122.306,1380,8976 +2998800125,20140701T000000,730000.0,2,2.25,2130,4920,1.5,0,4,4,7,1530,600,1941,0,98116,47.573,-122.409,2130,4920 +3876300310,20141022T000000,439000.0,4,2.25,2060,10070,2.0,0,0,3,7,2060,0,1975,0,98034,47.7258,-122.177,2060,8155 +5419800510,20141117T000000,268500.0,4,1.75,1420,7500,1.0,0,0,4,7,1080,340,1981,0,98031,47.4025,-122.176,1500,7260 +192460060,20140715T000000,330000.0,3,1.75,1510,15744,1.0,0,0,3,7,1510,0,1985,0,98045,47.476,-121.755,1470,15744 +7942601895,20140819T000000,640000.0,3,2.5,2160,4000,1.5,0,0,3,8,1960,200,1903,2013,98122,47.6045,-122.307,2160,5120 +7504010570,20140708T000000,900000.0,3,2.5,3180,12600,2.0,0,0,4,11,3180,0,1978,0,98074,47.6366,-122.058,3030,12835 +1442740140,20140930T000000,370000.0,3,2.25,2110,13300,2.0,0,0,4,8,2110,0,1985,0,98038,47.3725,-122.06,2470,14000 +6909200575,20150314T000000,685000.0,3,2.0,2060,2900,1.5,0,0,5,8,1330,730,1931,0,98144,47.5897,-122.292,1910,3900 +2525069041,20140904T000000,505000.0,3,1.5,1830,217800,1.0,0,0,3,7,1010,820,1981,0,98053,47.6277,-121.972,2450,165963 +3620069036,20141021T000000,265000.0,3,1.75,1820,32666,1.0,0,0,4,7,1820,0,1966,0,98022,47.1803,-121.974,2050,43560 +2781280390,20150324T000000,290000.0,3,2.5,1610,2937,2.0,0,0,3,8,1610,0,2006,0,98055,47.4489,-122.188,1610,3049 +9542830350,20140902T000000,296000.0,4,2.5,1780,3600,2.0,0,0,3,7,1780,0,2006,0,98038,47.3665,-122.017,2020,3802 +1123049053,20150213T000000,360000.0,4,2.5,1840,9611,2.0,0,0,3,7,1840,0,1996,0,98178,47.4964,-122.251,1830,8505 +8018600765,20140604T000000,240500.0,3,1.75,1460,10584,1.0,0,0,3,7,990,470,1997,0,98168,47.492,-122.317,1220,12012 +3278600240,20140722T000000,372500.0,2,2.5,1400,2958,2.0,0,0,3,8,1400,0,2007,0,98126,47.5496,-122.373,1540,2385 +7846200070,20141002T000000,595000.0,3,2.5,3370,14402,2.0,0,2,3,9,3370,0,2004,0,98045,47.5008,-121.776,3330,9691 +662310400,20141017T000000,515000.0,4,3.0,3590,8249,2.0,0,0,3,9,3590,0,1997,0,98023,47.2846,-122.341,2860,7995 +8651100140,20140805T000000,1220000.0,4,2.25,3200,15367,2.0,0,0,4,9,3200,0,1962,0,98040,47.5494,-122.216,3070,15263 +8682250350,20141009T000000,507000.0,2,1.75,1670,6460,1.0,0,0,3,8,1670,0,2004,0,98053,47.7123,-122.027,2170,6254 +3211230260,20150204T000000,399950.0,4,2.0,2420,31465,1.0,0,0,3,9,2420,0,1984,0,98092,47.3131,-122.115,2560,32186 +4233400340,20140820T000000,185000.0,3,1.75,1430,10816,2.0,0,0,3,7,1430,0,1994,0,98010,47.3122,-121.996,1560,10816 +7199350340,20140825T000000,460000.0,3,1.75,1440,7070,1.0,0,0,3,7,1440,0,1980,0,98052,47.6947,-122.125,1440,7210 +3904901710,20150224T000000,435500.0,3,2.25,1450,4789,2.0,0,0,3,7,1450,0,1985,0,98029,47.5665,-122.018,1560,4490 +240000058,20150408T000000,469000.0,4,2.75,3550,13938,1.0,0,0,5,8,2100,1450,1966,0,98188,47.425,-122.283,2050,9000 +6865200444,20140505T000000,531000.0,2,3.0,1270,1175,2.0,0,0,3,8,1110,160,2000,0,98103,47.6634,-122.34,1290,1800 +9498200046,20150206T000000,443500.0,2,1.0,940,6804,1.0,0,0,3,7,940,0,1949,0,98177,47.7047,-122.373,1150,6930 +1796380960,20141126T000000,223000.0,3,2.0,1670,6824,1.0,0,0,3,7,1300,370,1990,0,98042,47.3666,-122.084,1660,7586 +5631500868,20150417T000000,590000.0,4,3.5,3100,15842,2.0,0,0,3,8,2400,700,1996,0,98028,47.7466,-122.242,2200,19400 +3126049411,20141209T000000,340000.0,2,2.5,1100,1760,3.0,0,0,3,7,1100,0,1997,0,98103,47.6972,-122.35,1200,1415 +2321300390,20141105T000000,650000.0,3,2.0,1870,3388,1.0,0,0,4,8,1230,640,1925,0,98199,47.6372,-122.395,1780,4050 +3905040800,20140925T000000,533600.0,3,2.5,1930,5080,2.0,0,0,4,8,1930,0,1990,0,98029,47.5694,-122.001,2190,5085 +4379400260,20140610T000000,695000.0,3,2.75,2540,4694,2.0,0,0,3,9,2540,0,2005,0,98074,47.6214,-122.024,2600,6344 +5115000160,20140617T000000,242000.0,3,1.75,1280,7524,1.5,0,0,4,7,1280,0,1988,0,98031,47.3961,-122.188,1500,7777 +2826049234,20150114T000000,425000.0,3,2.25,1820,8814,1.0,0,0,3,7,1280,540,1967,0,98125,47.7162,-122.309,1810,7515 +6600700030,20150506T000000,525000.0,3,2.25,1490,9414,2.0,0,0,3,7,1490,0,1981,0,98052,47.6844,-122.113,1290,10125 +3904930240,20140922T000000,485000.0,3,2.5,1880,5502,2.0,0,0,3,8,1880,0,1988,0,98029,47.5737,-122.018,2040,5411 +9407110700,20150113T000000,175000.0,3,1.0,1250,9775,1.0,0,0,3,7,1250,0,1971,0,98045,47.4474,-121.771,1390,9650 +1682500160,20140619T000000,210000.0,3,2.0,1440,7210,1.0,0,0,3,8,1440,0,1983,0,98092,47.3128,-122.184,1700,7245 +8078570390,20150415T000000,260000.0,3,2.5,1920,7415,2.0,0,0,3,7,1920,0,1989,0,98031,47.4022,-122.171,1930,7536 +3010300240,20140623T000000,577000.0,3,2.5,2060,5750,1.0,0,0,3,7,1330,730,1976,0,98116,47.5671,-122.391,1920,5750 +9500900135,20141021T000000,200000.0,3,1.5,1210,10588,1.0,0,0,4,7,1210,0,1958,0,98002,47.2876,-122.212,1408,10588 +461001615,20150225T000000,605000.0,2,1.75,1760,5000,1.0,0,0,4,7,940,820,1927,0,98117,47.682,-122.372,1530,5000 +6411600069,20140521T000000,325000.0,3,1.0,990,6750,1.0,0,0,4,6,990,0,1947,0,98133,47.7125,-122.331,1440,6860 +7812800565,20140814T000000,289500.0,3,1.0,960,6400,1.0,0,0,4,6,820,140,1944,0,98178,47.496,-122.239,1200,6600 +7548300731,20140808T000000,559950.0,3,2.5,1660,1458,3.0,0,0,3,9,1660,0,2014,0,98144,47.5876,-122.309,1660,1784 +8925100390,20150406T000000,1042500.0,3,1.75,1900,9375,1.0,0,1,4,8,1330,570,1941,0,98115,47.6821,-122.273,2760,9375 +7010700292,20141009T000000,543500.0,3,2.25,1270,2790,1.0,0,0,3,7,990,280,1970,0,98199,47.6581,-122.396,1920,4000 +9485951170,20140522T000000,480000.0,4,2.25,3250,34293,2.0,0,0,4,9,3250,0,1983,0,98042,47.3496,-122.094,3110,35982 +5437820310,20140523T000000,218000.0,3,1.0,960,9633,1.0,0,0,5,6,960,0,1982,0,98022,47.1951,-122.001,1080,8610 +582000135,20140622T000000,565000.0,2,1.75,1330,6000,1.0,0,0,4,7,960,370,1914,1945,98199,47.6539,-122.396,1620,6000 +3204800370,20141212T000000,426700.0,3,1.75,2080,7700,1.0,0,0,5,7,1600,480,1968,0,98056,47.5375,-122.178,1680,7700 +8832900550,20140912T000000,650000.0,3,2.5,2690,11575,1.0,0,3,3,8,2130,560,1957,0,98028,47.7605,-122.267,2390,11782 +9550204515,20140924T000000,542000.0,2,1.0,890,3060,1.0,0,0,3,7,770,120,1910,0,98105,47.6663,-122.326,1760,4080 +7199330390,20140624T000000,415000.0,3,1.75,1070,8000,1.0,0,0,3,7,1070,0,1977,0,98052,47.6978,-122.13,1200,7990 +6131600060,20140815T000000,214000.0,3,1.0,1200,8316,1.0,0,0,4,6,1200,0,1953,0,98002,47.3221,-122.215,1200,8316 +5379805460,20150121T000000,245000.0,3,1.5,1360,8910,2.0,0,0,5,7,1360,0,1949,0,98188,47.4488,-122.275,1220,8912 +7212652180,20140701T000000,314500.0,3,2.0,2050,13303,1.0,0,0,3,8,2050,0,1993,0,98003,47.2681,-122.31,2180,11590 +6379500640,20150409T000000,1120000.0,3,1.5,3000,5750,2.0,0,0,5,9,2000,1000,1924,0,98116,47.5821,-122.39,1820,5750 +4315700060,20150303T000000,378000.0,2,2.0,1300,3850,1.0,0,0,3,7,800,500,1963,0,98136,47.5395,-122.39,950,5500 +3329500060,20140728T000000,305000.0,4,2.5,2250,9091,1.0,0,0,3,7,1340,910,1982,0,98001,47.336,-122.269,1540,7802 +4140090320,20150320T000000,595000.0,5,2.75,3740,6750,1.0,0,0,4,8,1980,1760,1978,0,98028,47.7679,-122.261,2620,7920 +9385200045,20150512T000000,729500.0,3,2.5,1660,1091,3.0,0,1,3,9,1530,130,2015,0,98116,47.5818,-122.402,1510,1352 +7852180340,20140930T000000,430000.0,3,2.5,2360,6699,2.0,0,0,3,7,2360,0,2003,0,98065,47.5317,-121.853,2360,4744 +1545804340,20150409T000000,240000.0,3,1.75,1760,6500,1.0,0,0,3,7,1150,610,1987,0,98038,47.3647,-122.05,1760,8125 +2490200320,20150320T000000,545000.0,3,1.75,1680,6200,1.5,0,0,3,7,1680,0,1916,0,98136,47.5338,-122.384,1680,5100 +2218000335,20140707T000000,530000.0,3,1.75,1320,2500,1.0,0,0,3,7,870,450,1918,0,98105,47.6681,-122.305,1580,2750 +922049078,20141118T000000,157000.0,1,1.0,870,26326,1.0,0,0,3,6,870,0,1939,0,98198,47.4152,-122.3,1250,10608 +2586800270,20150407T000000,425000.0,4,1.0,1260,7645,1.5,0,0,3,6,1260,0,1925,0,98146,47.5044,-122.35,1170,7649 +4338800370,20141117T000000,220000.0,3,1.0,1000,6020,1.0,0,0,3,6,1000,0,1944,0,98166,47.4793,-122.346,1300,8640 +7214700350,20141124T000000,521000.0,4,1.75,2020,36400,1.0,0,0,4,8,1550,470,1976,0,98077,47.7627,-122.076,2520,38255 +3226200105,20140523T000000,325000.0,3,1.0,1920,6862,1.0,0,2,3,7,1120,800,1952,0,98118,47.5193,-122.274,2000,6900 +2324039036,20150403T000000,597500.0,3,2.0,2150,5400,1.5,0,0,4,7,1380,770,1911,0,98126,47.555,-122.379,1940,6500 +7849202231,20140723T000000,337000.0,3,2.5,1470,3976,2.0,0,0,3,7,1470,0,1999,0,98065,47.526,-121.826,1490,4400 +5196410260,20150422T000000,1000000.0,3,2.5,3180,10492,2.0,0,2,3,10,3180,0,1991,0,98052,47.655,-122.124,3000,9812 +3760500116,20141120T000000,3070000.0,3,2.5,3930,55867,1.0,1,4,4,8,2330,1600,1957,0,98034,47.7022,-122.224,2730,26324 +2985800030,20140507T000000,495000.0,3,1.0,990,6000,1.0,0,0,3,6,990,0,1943,0,98105,47.6718,-122.267,1250,6000 +259900160,20150102T000000,748000.0,4,3.5,2770,3330,2.0,0,0,3,8,1970,800,2001,0,98052,47.6327,-122.109,2180,3380 +708000030,20140902T000000,888000.0,3,1.5,1250,8710,1.0,0,0,4,7,1250,0,1953,0,98004,47.6245,-122.198,1750,9185 +192460310,20150324T000000,269900.0,3,1.75,1140,22267,1.0,0,0,3,7,1140,0,1986,0,98045,47.4761,-121.758,1150,15625 +9412200260,20141113T000000,496500.0,4,2.5,2250,14440,1.0,0,0,3,7,1550,700,1967,0,98027,47.5221,-122.045,2090,11400 +1062100116,20150121T000000,475000.0,3,2.5,1640,5097,2.0,0,0,3,7,1640,0,1969,0,98155,47.7522,-122.278,1880,6000 +6798100662,20140527T000000,312000.0,3,1.5,1255,1374,3.0,0,0,3,7,1255,0,2004,0,98125,47.7145,-122.311,1307,1232 +1775920350,20141124T000000,323000.0,3,1.0,1290,12231,1.0,0,0,3,7,1290,0,1976,0,98072,47.7404,-122.11,1390,11632 +2525500260,20141124T000000,331000.0,3,1.75,1300,9079,1.0,0,0,3,7,1300,0,1986,0,98059,47.4834,-122.159,1890,7369 +6145600041,20140514T000000,306000.0,3,1.5,1220,1086,3.0,0,0,3,8,1220,0,2007,0,98133,47.7049,-122.353,1220,1422 +3300701615,20140930T000000,655000.0,4,2.5,2630,4000,3.0,0,0,3,8,2630,0,2002,0,98117,47.6915,-122.381,1640,4000 +5151600340,20140709T000000,290000.0,3,1.5,1950,15954,1.0,0,0,4,8,1950,0,1959,0,98003,47.336,-122.319,1940,12667 +7613700521,20140802T000000,1250000.0,4,3.25,3160,5000,2.0,0,0,5,9,2360,800,1965,0,98105,47.6597,-122.274,2220,4000 +2710600045,20140616T000000,460000.0,3,1.75,1550,4708,1.0,0,0,4,7,860,690,1949,0,98115,47.6759,-122.286,1880,5600 +5101405124,20140912T000000,435000.0,4,2.5,1700,6380,1.0,0,0,4,7,850,850,1940,0,98115,47.6988,-122.319,1380,6380 +6067910030,20150316T000000,664000.0,4,2.75,2510,11880,1.0,0,0,5,8,1630,880,1978,0,98006,47.5427,-122.181,2390,11211 +1959701890,20140729T000000,865000.0,4,1.75,1800,4180,2.0,0,3,4,8,1800,0,1921,0,98102,47.6462,-122.318,2180,4620 +1402200340,20140813T000000,385000.0,3,1.75,1800,18000,1.0,0,0,3,8,1200,600,1968,0,98058,47.4406,-122.146,1800,18000 +3558900070,20140718T000000,497000.0,3,2.25,1870,9315,1.0,0,0,3,7,1350,520,1975,0,98034,47.705,-122.202,2230,9579 +7846700310,20140623T000000,280000.0,2,1.0,1010,3000,1.0,0,0,4,7,1010,0,1925,0,98045,47.4965,-121.785,1150,7000 +3348401740,20150127T000000,188000.0,2,1.5,1120,17487,1.0,0,0,3,6,1120,0,1924,0,98178,47.5024,-122.271,1690,8056 +3013300288,20140930T000000,478500.0,3,1.0,2090,4755,1.0,0,2,3,8,1200,890,1969,0,98136,47.5304,-122.387,1850,5300 +7852070060,20140731T000000,1145000.0,4,3.5,4370,18361,2.0,0,0,3,11,4370,0,2001,0,98065,47.544,-121.872,4190,13641 +5029450160,20140815T000000,222000.0,3,2.0,1440,7187,1.0,0,0,4,7,970,470,1981,0,98023,47.291,-122.368,1440,7187 +3526069070,20140528T000000,799000.0,4,3.0,2580,209523,2.0,0,0,3,8,2580,0,1984,0,98053,47.6932,-122.006,3440,213444 +5104540240,20140609T000000,609900.0,4,2.5,3190,7399,2.0,0,0,3,10,3190,0,2006,0,98038,47.3558,-122.004,3250,7323 +3438500486,20141016T000000,413000.0,4,3.5,2380,5809,2.0,0,0,4,7,1750,630,1995,0,98106,47.5536,-122.359,1620,5775 +5102400105,20141013T000000,400000.0,4,1.0,1420,4875,1.5,0,0,3,7,1420,0,1930,0,98115,47.6942,-122.321,1110,5413 +2346200030,20150105T000000,802541.0,5,2.75,2990,6768,2.0,0,0,3,9,2990,0,2014,0,98006,47.5462,-122.182,2870,6768 +1321710030,20140519T000000,320000.0,3,2.5,2680,7757,2.0,0,0,3,8,2680,0,1990,0,98023,47.2918,-122.346,2430,8231 +7853290030,20150311T000000,507000.0,4,2.5,2730,7649,2.0,0,0,3,7,2730,0,2006,0,98065,47.5441,-121.882,2730,6216 +1566100400,20140924T000000,387500.0,3,1.0,1220,8329,1.0,0,0,3,6,1220,0,1946,0,98115,47.6982,-122.298,1490,8322 +1775800800,20150224T000000,396000.0,3,1.0,1500,12616,1.0,0,0,3,7,1500,0,1967,0,98072,47.7415,-122.101,1820,13950 +9133600075,20140821T000000,373000.0,3,1.75,1830,11788,1.0,0,1,3,8,1430,400,1958,0,98055,47.4862,-122.224,2140,11964 +5450900060,20140923T000000,1484900.0,5,2.5,4570,19252,2.0,0,0,5,10,4570,0,1965,0,98040,47.5553,-122.22,3180,13314 +1402600700,20140721T000000,359900.0,4,2.25,2470,7698,2.0,0,0,3,8,2470,0,1983,0,98058,47.4406,-122.141,2330,7986 +8024200350,20150304T000000,410000.0,2,1.0,800,4342,1.0,0,0,3,6,670,130,1927,0,98115,47.6997,-122.316,1210,4343 +3121500340,20140712T000000,690000.0,4,2.5,2900,23488,2.0,0,0,3,9,2900,0,1992,0,98053,47.6726,-122.03,2900,34589 +7697870860,20140625T000000,245000.0,3,2.0,1410,5760,1.0,0,0,3,7,1410,0,1985,0,98030,47.3702,-122.185,1670,6222 +7527200030,20141229T000000,700000.0,5,2.5,2830,25958,1.0,0,1,5,8,1610,1220,1979,0,98075,47.5896,-122.083,2670,21567 +2013200390,20140922T000000,268000.0,4,1.75,1680,9966,1.0,0,0,3,7,1100,580,1977,0,98198,47.3923,-122.311,2400,10369 +766500030,20140610T000000,225000.0,3,1.75,1760,26055,1.0,0,0,3,7,920,840,1979,0,98042,47.3664,-122.1,1350,13475 +6664000030,20141009T000000,980000.0,4,2.25,2240,11034,2.0,0,0,3,8,2240,0,1976,0,98004,47.5894,-122.195,2300,11550 +9349900105,20150407T000000,795000.0,2,1.0,1380,5000,1.5,0,2,3,5,1380,0,1905,0,98106,47.5708,-122.359,1500,5000 +1895000045,20150504T000000,195000.0,2,1.0,820,5100,1.0,0,0,3,6,820,0,1953,0,98118,47.5156,-122.262,1170,5304 +6205500030,20141103T000000,480000.0,4,2.0,2180,10575,1.0,0,0,2,6,1730,450,1950,0,98005,47.589,-122.177,2180,12010 +7011200260,20141219T000000,485000.0,4,2.0,1400,3600,1.0,0,0,3,7,1100,300,1900,0,98119,47.6385,-122.37,1630,2048 +41000454,20140815T000000,130000.0,2,1.0,880,9000,1.0,0,0,3,5,880,0,1928,0,98188,47.4672,-122.291,1410,10000 +7203600550,20140804T000000,325000.0,2,1.0,1060,5703,1.0,0,2,4,6,1060,0,1946,0,98198,47.3444,-122.327,2240,4416 +9477200560,20150413T000000,440000.0,3,1.75,1530,7245,1.0,0,0,4,7,1530,0,1984,0,98034,47.731,-122.191,1530,7490 +4022907770,20141014T000000,550000.0,4,1.75,2480,14782,1.0,0,3,3,8,1460,1020,1958,0,98155,47.7646,-122.271,2910,10800 +5231000060,20140805T000000,310000.0,3,1.75,1490,7150,1.0,0,0,5,6,1490,0,1967,0,98059,47.5015,-122.124,1350,9100 +6055000310,20140701T000000,530000.0,3,2.5,3660,39478,2.0,0,2,4,9,3260,400,1989,0,98022,47.2413,-121.972,2700,38312 +3216900060,20140625T000000,390000.0,4,2.5,2340,8548,2.0,0,0,3,8,2340,0,1993,0,98031,47.4206,-122.183,1970,6818 +7967200060,20140908T000000,243000.0,3,1.75,1450,12125,1.0,0,0,4,7,1450,0,1981,0,98001,47.3575,-122.28,1210,12125 +8077210350,20140722T000000,639000.0,4,2.5,2210,9875,2.0,0,0,3,9,2210,0,1990,0,98074,47.6285,-122.025,2440,8799 +7203000640,20140918T000000,215000.0,4,1.0,1130,7400,1.0,0,0,4,7,1130,0,1969,0,98003,47.3437,-122.316,1540,7379 +2988000070,20150304T000000,405000.0,5,1.75,1550,10500,1.0,0,0,3,7,1100,450,1961,0,98011,47.7573,-122.22,1420,9823 +3832200070,20141222T000000,250000.0,4,1.75,1710,7140,1.0,0,0,5,7,1010,700,1968,0,98032,47.3745,-122.275,1770,8960 +3670500710,20140715T000000,405500.0,3,1.5,1010,8108,1.0,0,0,5,7,1010,0,1954,0,98155,47.7359,-122.309,1300,8108 +8820903380,20140728T000000,452000.0,6,2.25,2660,13579,2.0,0,0,3,7,2660,0,1937,1990,98125,47.7142,-122.286,1120,8242 +8820903380,20150102T000000,730000.0,6,2.25,2660,13579,2.0,0,0,3,7,2660,0,1937,1990,98125,47.7142,-122.286,1120,8242 +4233400400,20150414T000000,267000.0,3,2.0,1300,9644,1.0,0,0,3,7,1300,0,1994,0,98010,47.3131,-121.998,1430,9656 +3793500550,20140808T000000,289950.0,3,2.5,1670,6186,2.0,0,0,3,7,1670,0,2002,0,98038,47.3668,-122.031,2390,6924 +6431000270,20140728T000000,565000.0,2,1.0,960,4080,1.0,0,0,5,7,960,0,1911,0,98103,47.6893,-122.349,1300,4080 +2225059214,20140808T000000,1578000.0,4,3.25,4670,51836,2.0,0,0,4,12,4670,0,1988,0,98005,47.635,-122.164,4230,41075 +7694800270,20150420T000000,636000.0,3,2.5,2140,2770,2.0,0,0,3,8,1770,370,2007,0,98052,47.6664,-122.131,2510,2708 +2171400197,20140918T000000,350000.0,5,3.0,2520,5500,1.0,0,0,3,8,1550,970,2004,0,98178,47.4938,-122.255,1700,8000 +2473400340,20140604T000000,320000.0,3,1.5,1650,9380,1.0,0,0,5,7,1130,520,1978,0,98058,47.4525,-122.162,1720,8856 +3530490070,20140613T000000,210000.0,2,1.75,1440,5680,1.0,0,0,4,8,1440,0,1978,0,98198,47.3825,-122.319,1320,3547 +1932300075,20140910T000000,245000.0,2,1.0,1050,5900,1.0,0,0,3,7,1050,0,1950,0,98126,47.5326,-122.376,1280,5900 +2525000510,20141106T000000,328000.0,3,1.75,1470,7650,1.0,0,0,3,7,1130,340,1983,0,98059,47.4818,-122.161,1590,7500 +1853000510,20140509T000000,985000.0,4,2.25,4230,37769,2.0,0,0,3,11,4230,0,1989,0,98077,47.7287,-122.077,3890,37034 +1742800060,20140612T000000,501000.0,3,1.75,1970,7972,1.0,0,3,5,8,1370,600,1976,0,98055,47.4908,-122.225,2460,9796 +2723089104,20140917T000000,315000.0,3,2.25,1540,17424,2.0,0,0,3,7,1540,0,1992,0,98045,47.4429,-121.759,1560,11439 +2619950350,20140508T000000,403000.0,3,2.75,2090,8354,2.0,0,0,3,8,2090,0,2012,0,98019,47.7336,-121.965,2280,6348 +4021100045,20140715T000000,550000.0,3,2.0,2380,17950,2.0,0,0,4,8,2110,270,1934,0,98155,47.7591,-122.28,2030,23900 +731500200,20150113T000000,347500.0,4,2.5,2156,3562,2.0,0,0,3,9,2156,0,2012,0,98030,47.3591,-122.201,1708,3539 +2591820310,20141006T000000,365000.0,4,2.25,2070,8893,2.0,0,0,4,8,2070,0,1986,0,98058,47.4388,-122.162,2390,7700 +3626039299,20150224T000000,588000.0,3,1.0,1910,8167,1.0,0,0,4,8,1270,640,1951,0,98117,47.7004,-122.368,1500,6816 +9346980140,20140820T000000,605000.0,3,1.75,1920,7400,1.0,0,0,4,8,1260,660,1977,0,98006,47.5633,-122.131,2360,8048 +6613000140,20141113T000000,1300000.0,3,3.25,3400,5979,2.0,0,0,4,9,2290,1110,1937,0,98105,47.6585,-122.273,3090,6435 +8159610060,20141119T000000,233000.0,3,2.0,1400,9177,1.0,0,0,3,7,1400,0,1974,0,98001,47.3415,-122.272,2020,8547 +7830800339,20140728T000000,360000.0,4,2.5,2210,17715,2.0,0,0,3,8,2210,0,1997,0,98030,47.3818,-122.2,2210,16907 +1588600045,20141215T000000,459000.0,2,1.75,1170,4887,1.0,0,0,3,6,1020,150,1929,0,98117,47.695,-122.366,1170,5441 +826069046,20141107T000000,740000.0,3,2.0,2100,72745,1.0,0,0,4,9,2100,0,1995,0,98077,47.7479,-122.062,2290,54885 +1771000890,20140917T000000,305000.0,3,1.0,1160,9750,1.0,0,0,3,7,1160,0,1967,0,98077,47.7422,-122.073,1160,9650 +3300701170,20140620T000000,395000.0,3,1.0,1500,4000,1.0,0,0,3,6,900,600,1925,0,98117,47.6921,-122.38,950,4000 +7340500270,20150123T000000,560000.0,4,2.5,2940,6000,2.0,0,0,3,8,2940,0,2000,0,98011,47.7533,-122.198,2510,6600 +9277200111,20140714T000000,650000.0,4,1.75,2010,5070,1.0,0,1,4,7,1300,710,1963,0,98116,47.5793,-122.402,2180,5400 +293720140,20140605T000000,449950.0,3,2.5,2170,4912,2.0,0,0,3,7,2170,0,2003,0,98028,47.7767,-122.239,2010,4395 +579003610,20150224T000000,517500.0,3,1.5,1430,5200,1.0,0,3,4,7,1250,180,1940,0,98117,47.6988,-122.387,2210,6240 +1138020200,20140903T000000,435000.0,4,1.5,1510,6460,1.0,0,0,3,7,1070,440,1970,0,98034,47.7121,-122.214,1450,6630 +3432500200,20150409T000000,329999.0,3,1.0,1150,6908,1.0,0,0,3,6,800,350,1952,0,98155,47.7447,-122.313,1150,6908 +1563102435,20141210T000000,950000.0,3,1.75,2150,4200,1.0,0,4,5,8,1140,1010,1960,0,98116,47.5671,-122.405,2510,7500 +3959400710,20140730T000000,447000.0,3,1.0,1370,6001,1.0,0,0,5,7,1230,140,1944,0,98108,47.5646,-122.317,1370,5520 +8682300890,20140828T000000,699800.0,2,2.5,2380,6600,1.0,0,0,3,8,2380,0,2010,0,98053,47.717,-122.02,1870,6600 +4385700765,20140603T000000,850000.0,3,1.75,1370,3850,1.0,0,0,5,7,770,600,1911,1988,98112,47.6374,-122.279,1390,3600 +5149300200,20140902T000000,316500.0,3,1.75,1600,14250,1.0,0,0,3,7,1070,530,1979,0,98023,47.3272,-122.355,2140,14960 +9323600060,20140715T000000,942500.0,5,3.5,3750,9612,1.0,0,2,4,9,2030,1720,1981,0,98006,47.5511,-122.157,3270,9688 +9273200140,20150121T000000,1310000.0,2,2.25,3950,3938,2.0,0,4,3,10,2910,1040,1991,0,98116,47.5912,-122.384,3220,4500 +9542300320,20150202T000000,856600.0,4,2.25,2400,13430,1.0,0,0,4,9,2400,0,1964,0,98005,47.5987,-122.178,2580,10077 +770000045,20141024T000000,405600.0,5,1.5,2830,4000,2.5,0,0,4,8,2830,0,1918,0,98118,47.5132,-122.262,1480,4000 +6979900390,20140529T000000,565000.0,4,2.5,2440,22594,2.0,0,0,3,8,2440,0,1996,0,98053,47.6333,-121.97,2560,33341 +6379500159,20140911T000000,400000.0,3,2.25,1190,1149,2.0,0,0,3,8,1050,140,2008,0,98116,47.5818,-122.387,1210,1316 +826079094,20150324T000000,330000.0,3,2.0,1400,218252,1.0,0,0,3,7,1400,0,1997,0,98019,47.7576,-121.934,2230,218222 +8856940060,20150227T000000,374950.0,4,2.75,2730,4683,2.0,0,0,3,7,2730,0,2005,0,98038,47.3608,-122.043,2230,4924 +2972300060,20141217T000000,405300.0,3,2.75,2390,7939,1.0,0,0,5,7,1610,780,1983,0,98056,47.4987,-122.166,1920,7939 +3575200070,20141104T000000,560000.0,3,2.25,2060,31400,2.0,0,0,3,8,2060,0,1984,0,98074,47.6216,-122.056,2160,34500 +8146100270,20150324T000000,824000.0,4,2.25,2490,9864,1.0,0,0,4,8,1290,1200,1961,0,98004,47.6051,-122.195,2360,9864 +8648200030,20140716T000000,260000.0,3,1.75,1100,10968,1.0,0,0,5,7,1100,0,1984,0,98042,47.363,-122.08,1400,7799 +208500160,20150107T000000,760000.0,4,2.5,2430,6099,1.0,0,0,5,8,1470,960,1965,0,98115,47.6777,-122.287,2180,6099 +1196003428,20140624T000000,405000.0,3,2.5,3170,12750,2.0,0,0,3,10,2360,810,1995,0,98023,47.3384,-122.336,2970,13125 +5104450990,20140619T000000,429900.0,4,2.5,2640,8625,2.0,0,0,3,8,2640,0,1987,0,98058,47.4598,-122.15,2240,8700 +3343901234,20141113T000000,341500.0,3,1.5,1130,7223,1.0,0,0,4,7,1130,0,1961,0,98056,47.5089,-122.189,1320,7356 +226039214,20140612T000000,465250.0,5,2.0,1940,7642,1.5,0,0,3,7,1940,0,1957,0,98177,47.7751,-122.38,1940,8724 +1623300160,20140506T000000,450000.0,2,2.0,1100,3000,1.5,0,0,3,7,1100,0,1912,2005,98117,47.6797,-122.362,1390,4000 +2205500575,20150209T000000,390000.0,3,1.0,1200,10800,1.0,0,0,4,7,1200,0,1955,0,98006,47.5771,-122.144,1370,9950 +4040800810,20140502T000000,420000.0,3,2.25,2000,8030,1.0,0,0,4,8,1000,1000,1963,0,98008,47.6188,-122.114,2070,8250 +2612000390,20140615T000000,269950.0,3,2.5,1890,4838,2.0,0,0,3,8,1730,160,2002,0,98168,47.4802,-122.279,1910,7409 +3814400125,20141016T000000,493000.0,4,2.0,1910,2874,1.0,0,0,3,7,1060,850,1910,0,98122,47.6101,-122.295,1520,2874 +7300400060,20140515T000000,370000.0,4,2.5,2710,5880,2.0,0,0,3,9,2710,0,1998,0,98092,47.3314,-122.172,2520,6000 +1954700695,20140612T000000,2250000.0,5,4.25,4860,9453,1.5,0,1,5,10,3100,1760,1905,0,98112,47.6196,-122.286,3150,8557 +7230200340,20150225T000000,305000.0,3,1.0,1250,23680,1.0,0,0,5,7,1250,0,1967,0,98059,47.475,-122.11,1450,23680 +3191000240,20140612T000000,400000.0,3,1.75,1590,8219,1.5,0,0,5,6,970,620,1938,0,98034,47.7146,-122.217,2030,7504 +1139000069,20141118T000000,320000.0,3,1.5,1240,1221,2.0,0,0,3,8,1050,190,2009,0,98133,47.7073,-122.356,1180,887 +5693500270,20150121T000000,715000.0,4,1.0,2000,4800,2.0,0,0,4,7,2000,0,1911,0,98103,47.6583,-122.351,1260,1452 +686500030,20141202T000000,650000.0,6,2.75,3610,10003,1.5,0,0,4,8,3610,0,1966,0,98008,47.6261,-122.125,2560,10004 +8731901940,20150304T000000,218000.0,5,1.75,1930,8040,1.0,0,0,4,8,1930,0,1966,0,98023,47.3109,-122.376,2370,8000 +2688100071,20150415T000000,500000.0,2,1.0,1280,5400,1.0,0,0,3,7,1280,0,1964,0,98117,47.6949,-122.371,1540,5670 +2423069155,20141120T000000,460000.0,4,2.0,2090,40419,1.0,0,0,4,7,2090,0,1984,0,98027,47.4691,-121.993,2380,63162 +2329500260,20140709T000000,232500.0,3,1.5,1940,9887,1.0,0,0,4,7,1140,800,1969,0,98003,47.3289,-122.327,1410,9936 +2608300030,20140516T000000,408200.0,3,2.5,1800,5761,2.0,0,0,4,7,1800,0,1990,0,98106,47.5293,-122.363,1800,5952 +1494300060,20140611T000000,522000.0,3,1.75,1730,8400,1.0,0,0,4,7,1400,330,1980,0,98052,47.6792,-122.115,1830,8636 +7504101230,20140623T000000,675000.0,4,2.5,2810,11120,2.0,0,0,3,9,2810,0,1982,0,98074,47.6337,-122.044,3100,12672 +8081020370,20140709T000000,1355000.0,4,3.5,3550,11000,1.0,0,2,3,11,2260,1290,1999,0,98006,47.5506,-122.134,4100,10012 +1446800511,20141009T000000,249950.0,4,1.0,1330,7980,1.5,0,0,3,6,1330,0,1952,0,98168,47.492,-122.333,1570,8588 +1623049062,20150304T000000,210000.0,2,1.0,750,34133,1.0,0,0,3,6,750,0,1950,0,98168,47.4781,-122.294,1460,25792 +6145601000,20140711T000000,429950.0,4,1.0,1760,7216,1.0,0,0,3,7,1090,670,1947,0,98133,47.7041,-122.355,1180,3844 +205000520,20141006T000000,737500.0,4,2.5,3200,36276,2.0,0,0,3,9,3200,0,1993,0,98053,47.6304,-121.994,2930,33171 +3885805935,20140926T000000,710000.0,4,2.0,1740,9000,1.0,0,0,5,8,1740,0,1958,0,98033,47.6815,-122.198,1850,7700 +7852020640,20141020T000000,470000.0,3,2.5,2100,4700,2.0,0,0,3,8,2100,0,1999,0,98065,47.5341,-121.867,2100,4700 +6838800140,20150224T000000,1100000.0,4,3.5,4270,40097,1.0,0,0,4,12,4270,0,1993,0,98077,47.7354,-122.078,3510,36149 +4083305445,20140815T000000,650000.0,3,2.0,1340,2720,1.5,0,0,3,7,1340,0,1913,0,98103,47.6518,-122.335,2030,4590 +7855801610,20140519T000000,1216000.0,4,2.5,3190,8684,1.0,0,3,5,9,1680,1510,1967,0,98006,47.5619,-122.162,3160,8684 +7940700260,20150115T000000,422120.0,3,2.5,1630,4534,2.0,0,0,3,8,1630,0,1987,0,98034,47.7148,-122.205,1380,4779 +8854100350,20150107T000000,625000.0,5,2.5,2990,15085,2.0,0,0,3,9,2990,0,2007,0,98011,47.746,-122.218,3150,13076 +4365200860,20140606T000000,385200.0,4,1.0,1550,7740,1.5,0,0,3,6,1550,0,1954,0,98126,47.5222,-122.375,1220,7740 +3904980030,20150414T000000,500000.0,3,2.25,1690,4964,2.0,0,0,3,8,1690,0,1989,0,98029,47.5756,-122.01,1800,5036 +7843500070,20141118T000000,308000.0,4,2.25,1960,12243,2.0,0,0,3,8,1960,0,1989,0,98042,47.3405,-122.058,1910,12230 +6067900060,20140605T000000,565000.0,3,2.75,2390,9966,1.0,0,0,5,8,1360,1030,1977,0,98006,47.5433,-122.185,2140,10713 +7202340960,20140908T000000,581000.0,3,2.5,2600,4438,2.0,0,0,3,7,2600,0,2004,0,98053,47.6799,-122.034,2600,4904 +1786640070,20140806T000000,361000.0,3,2.0,1950,8698,1.0,0,0,3,8,1950,0,1999,0,98042,47.39,-122.153,2330,7212 +259600260,20150122T000000,345000.0,3,1.0,1250,7210,1.0,0,0,4,7,1250,0,1964,0,98008,47.6329,-122.121,1530,8800 +7234600903,20141016T000000,419000.0,2,2.25,1180,1253,2.0,0,0,3,8,840,340,2008,0,98122,47.6124,-122.309,1310,1963 +4307350200,20150512T000000,347000.0,3,2.5,1680,4308,2.0,0,0,3,7,1680,0,2004,0,98056,47.4802,-122.179,2160,4182 +3276930400,20141022T000000,625000.0,4,2.25,2220,36085,2.0,0,0,3,9,2220,0,1989,0,98075,47.5839,-121.991,3000,36906 +4045100075,20150325T000000,2400000.0,4,4.25,4890,15188,2.0,0,2,3,11,3090,1800,1999,0,98040,47.5602,-122.227,3470,16201 +1421069208,20141223T000000,379000.0,3,3.25,2660,17852,2.5,0,0,3,8,2660,0,2014,0,98010,47.3077,-122.011,1320,11876 +4057300200,20141222T000000,310000.0,3,1.5,1150,3323,2.0,0,0,3,7,1150,0,1988,0,98029,47.5707,-122.017,1150,2980 +1922059135,20150513T000000,250000.0,2,2.0,1130,5500,1.0,0,0,4,6,1130,0,1941,0,98030,47.3839,-122.225,1320,6600 +5014600240,20140814T000000,682000.0,5,2.75,2760,5000,2.0,0,0,3,9,2760,0,2005,0,98059,47.539,-122.188,2870,5030 +1565900070,20140721T000000,246500.0,3,2.0,1430,8919,1.0,0,0,3,7,1430,0,1992,0,98022,47.2118,-121.983,1580,8919 +3121059033,20141029T000000,325000.0,3,1.0,1490,57381,1.5,0,0,4,5,1490,0,1932,0,98092,47.2597,-122.228,1580,101529 +6799300270,20140806T000000,310950.0,4,2.5,2030,4997,2.0,0,0,3,8,2030,0,2004,0,98031,47.393,-122.184,2095,5500 +2021200370,20140901T000000,1100000.0,3,2.0,3010,5000,2.0,0,2,5,9,1890,1120,1931,0,98199,47.6347,-122.396,2688,5000 +726049190,20141002T000000,287500.0,3,1.0,1810,7200,1.0,0,0,4,7,1130,680,1954,0,98133,47.7493,-122.351,1810,8100 +726049190,20150218T000000,431000.0,3,1.0,1810,7200,1.0,0,0,4,7,1130,680,1954,0,98133,47.7493,-122.351,1810,8100 +4006000251,20140822T000000,226000.0,3,1.0,970,5000,1.0,0,0,3,6,970,0,1968,0,98118,47.5282,-122.279,1290,5875 +3362400640,20150512T000000,825000.0,3,1.75,2010,3090,1.5,0,0,5,7,1510,500,1926,0,98103,47.682,-122.348,1600,3150 +1610000016,20140911T000000,175000.0,4,1.0,1300,6030,1.5,0,0,3,6,1300,0,1947,0,98168,47.4778,-122.286,1240,6900 +7376300060,20140515T000000,465750.0,3,1.5,1260,10350,1.0,0,0,3,7,1260,0,1959,0,98008,47.6357,-122.123,1800,10350 +7300200550,20150319T000000,659000.0,4,2.25,2610,24931,2.0,0,0,3,8,2610,0,1983,0,98075,47.5771,-122.05,2550,18306 +2061100570,20150210T000000,595000.0,3,1.75,1910,5753,1.0,0,3,3,8,1110,800,1941,0,98115,47.6898,-122.327,1630,5580 +8856890200,20140626T000000,350000.0,3,2.25,1780,16290,2.0,0,0,4,8,1780,0,1987,0,98058,47.4622,-122.127,1780,8810 +8731951670,20140606T000000,270000.0,4,2.25,1900,8600,1.0,0,0,4,8,1900,0,1975,0,98023,47.3102,-122.381,2120,8000 +4037200075,20140911T000000,662500.0,6,2.25,2450,25600,1.0,0,2,3,7,1340,1110,1957,0,98008,47.6061,-122.117,1850,10230 +5066400483,20141120T000000,249900.0,3,1.75,1380,14000,1.0,0,0,4,5,1380,0,1939,1957,98001,47.294,-122.281,1490,18503 +4167300310,20150317T000000,324500.0,3,1.75,1920,11340,1.0,0,0,4,7,1230,690,1977,0,98023,47.3272,-122.362,1980,9638 +8682262400,20140718T000000,430000.0,2,1.75,1350,4003,1.0,0,0,3,8,1350,0,2004,0,98053,47.7176,-122.033,1350,4479 +8682262400,20150513T000000,419950.0,2,1.75,1350,4003,1.0,0,0,3,8,1350,0,2004,0,98053,47.7176,-122.033,1350,4479 +6777800160,20140728T000000,285000.0,4,1.75,2510,7440,1.0,0,2,4,8,1290,1220,1962,0,98032,47.3748,-122.276,1790,8000 +1402950550,20150107T000000,332000.0,4,2.5,2470,7780,2.0,0,0,3,8,2470,0,2002,0,98092,47.3337,-122.191,2100,5972 +2843200070,20141215T000000,282000.0,4,1.75,1660,10725,1.0,0,0,3,7,960,700,1956,0,98168,47.5033,-122.3,1340,9023 +6450303785,20141118T000000,320000.0,3,1.0,1340,5175,1.0,0,0,3,7,940,400,1987,0,98133,47.7321,-122.34,1020,5500 +9429500045,20140509T000000,428750.0,3,1.0,1620,30736,1.5,0,0,4,7,1620,0,1911,1977,98006,47.5719,-122.119,2440,28826 +1443300140,20150114T000000,330000.0,3,2.25,2300,35287,2.0,0,0,3,8,2300,0,1977,0,98022,47.2477,-121.937,1760,47916 +108000127,20141209T000000,456500.0,4,3.5,2000,2309,3.0,0,0,3,8,2000,0,2008,0,98177,47.7027,-122.361,1440,1548 +1081300200,20140509T000000,352000.0,3,2.25,1640,11050,1.0,0,0,4,8,1640,0,1972,0,98059,47.4723,-122.121,1870,11050 +8818900060,20141125T000000,664000.0,4,2.0,1530,4080,1.5,0,0,4,7,1530,0,1912,0,98105,47.6645,-122.325,1860,4080 +3395050060,20140722T000000,628000.0,3,1.75,4000,11894,1.0,0,0,3,9,2190,1810,1987,0,98011,47.7738,-122.203,2530,8650 +7197350070,20150304T000000,512000.0,3,1.75,1610,12555,1.0,0,0,3,7,1080,530,1977,0,98052,47.6618,-122.136,1780,10374 +9510900270,20141211T000000,254000.0,3,2.0,2070,9000,1.0,0,0,4,7,1450,620,1969,0,98023,47.3085,-122.376,1630,7885 +3905081070,20140521T000000,535800.0,4,2.5,1900,5790,2.0,0,0,3,8,1900,0,1994,0,98029,47.5691,-121.996,2030,5790 +2322069114,20141010T000000,287653.0,3,1.0,1050,16050,1.0,0,0,4,7,1050,0,1960,1981,98038,47.3841,-122.006,1610,27600 +5637500070,20140731T000000,438000.0,3,2.5,1520,1304,2.0,0,0,3,8,1180,340,2006,0,98136,47.5446,-122.385,1270,1718 +4164100160,20140716T000000,450000.0,4,1.75,2390,23899,1.0,0,0,3,7,1750,640,1949,0,98028,47.7557,-122.237,1840,33900 +4136890260,20140627T000000,327000.0,5,2.75,2400,8050,2.0,0,0,3,8,2400,0,1998,0,98092,47.2635,-122.209,2400,8050 +3056800160,20140812T000000,370500.0,4,2.5,1790,6120,2.0,0,0,3,7,1790,0,2005,0,98059,47.4829,-122.128,1950,5660 +3654800200,20141022T000000,265000.0,3,2.5,1720,6271,2.0,0,0,3,7,1720,0,1993,0,98038,47.3898,-122.049,1570,6587 +2296500036,20150310T000000,450000.0,4,2.75,2980,13260,1.0,0,0,4,8,1800,1180,1979,0,98056,47.5152,-122.197,1920,10731 +623069068,20140627T000000,425000.0,3,1.0,1520,213444,1.5,0,3,5,8,1520,0,1988,0,98027,47.5081,-122.093,2640,213444 +1865820370,20141113T000000,166600.0,3,1.75,1150,8690,1.0,0,0,4,7,1150,0,1977,0,98042,47.3729,-122.115,1330,7040 +1723049033,20140620T000000,245000.0,1,0.75,380,15000,1.0,0,0,3,5,380,0,1963,0,98168,47.481,-122.323,1170,15000 +2359300030,20150508T000000,565000.0,3,1.0,910,5212,1.0,0,0,3,7,910,0,1951,0,98115,47.6742,-122.284,1520,6300 +6403310060,20140811T000000,539900.0,3,1.75,1650,10150,1.0,0,0,3,8,1230,420,1976,0,98033,47.6963,-122.169,1930,8958 +1937300270,20150303T000000,910000.0,3,3.5,2480,3200,2.0,0,0,3,10,2480,0,2010,0,98144,47.5951,-122.307,1980,3200 +4137050060,20141104T000000,280000.0,4,2.5,2050,7416,2.0,0,0,3,8,2050,0,1990,0,98092,47.2658,-122.219,2050,7920 +2310000240,20150313T000000,275000.0,3,2.25,1420,8549,2.0,0,0,4,7,1420,0,1989,0,98038,47.3576,-122.039,1560,7471 +3955900830,20150427T000000,467000.0,3,2.5,3460,6590,2.0,0,0,3,7,3460,0,2001,0,98056,47.4802,-122.188,2490,6312 +8665050060,20140731T000000,457500.0,3,2.5,1500,4445,2.0,0,0,3,8,1500,0,1996,0,98029,47.5682,-122.005,1730,4408 +3330500875,20141226T000000,381156.0,2,1.0,1320,3090,1.0,0,0,4,7,1320,0,1908,0,98118,47.5517,-122.276,1270,4120 +3327020400,20150423T000000,289999.0,5,2.5,2180,8240,1.0,0,0,4,8,1220,960,1977,0,98092,47.3122,-122.191,2050,7590 +1250700060,20150422T000000,642450.0,3,1.75,1830,4160,1.0,0,0,3,7,1230,600,1919,0,98144,47.5962,-122.288,1950,4160 +4039300400,20140919T000000,469950.0,3,2.25,1620,8701,1.0,0,0,3,7,1220,400,1962,0,98007,47.6071,-122.137,1600,7910 +6665800060,20150305T000000,795000.0,3,2.0,2920,13650,1.0,0,2,5,8,1460,1460,1975,0,98033,47.6652,-122.188,2920,10988 +7504110030,20150211T000000,785000.0,4,2.5,3300,10514,2.0,0,0,3,10,3300,0,1984,0,98074,47.6323,-122.036,2820,11462 +7805450810,20140530T000000,860000.0,3,2.25,3060,12095,2.0,0,0,3,10,3060,0,1983,0,98006,47.5611,-122.106,3060,11455 +6306400140,20140612T000000,1095000.0,0,0.0,3064,4764,3.5,0,2,3,7,3064,0,1990,0,98102,47.6362,-122.322,2360,4000 +8802400416,20150213T000000,147500.0,3,1.0,1530,8498,1.0,0,0,3,7,1530,0,1959,0,98031,47.404,-122.203,1380,8498 +6204400270,20141125T000000,390000.0,3,2.0,1910,11576,1.0,0,0,3,7,1410,500,1978,0,98011,47.7356,-122.198,2040,8750 +9536602080,20141219T000000,229000.0,3,1.0,1020,8100,1.0,0,0,3,7,1020,0,1954,0,98198,47.3586,-122.314,1020,8100 +3826000070,20140515T000000,185000.0,3,1.0,1150,8100,1.0,0,0,3,6,1150,0,1932,0,98168,47.494,-122.307,1120,8100 +5101405335,20140826T000000,414900.0,3,1.5,1260,9570,1.0,0,0,3,7,870,390,1941,0,98115,47.7004,-122.305,1620,7000 +2349300060,20150212T000000,200000.0,4,2.0,1920,4822,1.0,0,0,2,6,920,1000,1914,0,98136,47.5507,-122.381,1120,4822 +7749500370,20141021T000000,225000.0,4,2.25,1800,9350,1.0,0,0,3,8,1800,0,1969,0,98092,47.2959,-122.191,2060,8800 +2436701200,20140912T000000,720000.0,3,1.75,2040,4000,2.0,0,0,5,7,1360,680,1924,0,98105,47.6675,-122.289,1610,4000 +7871500070,20140603T000000,930000.0,4,2.5,2200,4000,2.0,0,0,5,8,1430,770,1908,0,98119,47.6402,-122.37,2100,4000 +3323500030,20140604T000000,1270000.0,5,2.5,3200,17204,1.0,0,0,3,7,2160,1040,1952,0,98004,47.6209,-122.222,4090,15732 +2110200036,20141111T000000,700000.0,5,3.25,2400,3118,2.0,0,0,4,7,1780,620,1928,0,98122,47.6094,-122.291,2100,3941 +510002519,20140715T000000,466000.0,2,1.5,1140,1058,3.0,0,0,3,7,1140,0,2005,0,98103,47.6608,-122.333,1170,1116 +1387300070,20140825T000000,374000.0,3,1.5,1330,10640,1.0,0,0,3,7,1330,0,1976,0,98011,47.7364,-122.193,1460,8520 +9465910070,20140716T000000,480000.0,3,2.5,1940,10035,2.0,0,0,4,8,1940,0,1994,0,98072,47.7438,-122.172,2810,8333 +2324800070,20140610T000000,740000.0,3,2.5,3000,25341,2.0,0,0,3,9,3000,0,1995,0,98053,47.6724,-122.013,3000,32417 +1962200435,20141110T000000,1010000.0,4,1.0,1820,5400,1.5,0,0,3,8,1820,0,1923,2014,98102,47.6476,-122.318,1820,5400 +8562890700,20140530T000000,395000.0,4,2.5,2910,5000,2.0,0,0,3,8,2910,0,2002,0,98042,47.3782,-122.127,2740,5045 +3298700946,20140725T000000,340000.0,2,1.0,1090,6771,1.0,0,0,3,6,1090,0,1954,0,98106,47.5185,-122.352,1200,4992 +880000189,20140811T000000,209000.0,3,2.0,1230,1340,2.0,0,0,3,7,1020,210,2003,0,98106,47.526,-122.361,1260,1312 +643500030,20141114T000000,431650.0,5,2.5,1710,7700,1.5,0,0,3,7,1710,0,1962,0,98007,47.5922,-122.146,1530,7700 +8566100200,20140508T000000,980000.0,5,2.5,3160,11470,1.0,0,0,4,9,1780,1380,1971,0,98040,47.5368,-122.216,3260,11470 +4298100240,20140805T000000,660000.0,3,2.5,2680,28243,2.0,0,0,3,9,2680,0,1993,0,98077,47.7637,-122.05,2670,32130 +3275780030,20150311T000000,730000.0,4,2.25,2190,9009,2.0,0,0,4,8,1840,350,1977,0,98033,47.6916,-122.188,2190,10251 +8648220270,20150414T000000,291500.0,3,1.75,1260,9600,1.0,0,0,4,7,1260,0,1988,0,98042,47.3592,-122.076,1640,9946 +1923000160,20140620T000000,905000.0,4,3.5,2970,14486,2.0,0,0,3,9,2340,630,1997,0,98040,47.5627,-122.215,3680,14486 +7574910860,20140811T000000,800000.0,4,2.5,2570,50308,1.5,0,0,3,10,2570,0,1993,0,98077,47.7418,-122.039,3420,37891 +2296500136,20140509T000000,839900.0,4,3.5,3810,13592,1.0,0,1,3,9,2560,1250,2013,0,98056,47.5134,-122.2,3230,9311 +3278600710,20140714T000000,200000.0,1,1.5,1010,1157,2.0,0,0,3,8,950,60,2007,0,98126,47.5492,-122.372,1360,1688 +2460700260,20150218T000000,300000.0,3,2.0,1480,6698,1.0,0,0,4,7,1080,400,1979,0,98058,47.4614,-122.168,1850,7348 +3188100400,20140603T000000,530000.0,3,1.75,1250,6041,1.5,0,0,5,7,1250,0,1942,0,98115,47.69,-122.304,1180,6042 +9406520830,20150326T000000,314950.0,3,2.25,1654,8479,2.0,0,0,3,7,1654,0,1995,0,98038,47.3627,-122.037,1654,8479 +3387900390,20141007T000000,255000.0,3,1.75,1410,9315,1.0,0,0,5,7,1410,0,1960,0,98031,47.3969,-122.198,1630,8250 +1596600024,20141016T000000,550000.0,5,2.75,2160,5720,1.0,0,0,5,7,1500,660,1950,0,98144,47.5728,-122.304,2160,4996 +7625701891,20140806T000000,435000.0,3,1.0,1400,4800,1.0,0,0,4,6,700,700,1917,0,98136,47.5499,-122.391,1470,6000 +3224800075,20141124T000000,234000.0,3,1.75,1420,8738,1.0,0,0,4,7,1420,0,1966,0,98002,47.3113,-122.207,1660,8738 +7526800200,20141010T000000,615000.0,4,2.25,2500,10062,1.0,0,0,3,8,1600,900,1975,0,98052,47.639,-122.1,2500,9750 +3329530200,20140910T000000,205000.0,3,2.0,1410,8384,1.0,0,0,3,7,1410,0,1985,0,98001,47.3315,-122.263,1410,9205 +2115200125,20140919T000000,384000.0,4,1.75,2100,7135,1.0,0,0,4,7,1050,1050,1955,0,98106,47.5353,-122.349,1730,4000 +6623400135,20140522T000000,324000.0,3,2.5,1750,7208,2.0,0,0,3,8,1750,0,1994,0,98055,47.4315,-122.192,2050,7524 +103000116,20140722T000000,645000.0,3,1.75,2070,5500,1.0,0,0,4,7,1130,940,1946,0,98115,47.6733,-122.301,1800,4400 +2768301525,20141023T000000,570000.0,3,3.25,1570,1777,2.0,0,0,3,8,1260,310,2007,0,98107,47.6655,-122.369,1000,1777 +739980260,20141210T000000,324000.0,3,2.5,1920,5322,2.0,0,0,3,8,1920,0,1999,0,98031,47.4095,-122.195,1920,5000 +4302200695,20140828T000000,270000.0,2,1.0,1000,10320,1.0,0,0,3,6,1000,0,1943,0,98106,47.527,-122.356,1100,5160 +1431700370,20140519T000000,290000.0,5,1.5,2120,7700,1.5,0,0,5,7,2120,0,1962,0,98058,47.4599,-122.172,1730,7700 +7524000030,20140630T000000,250000.0,3,2.0,1440,9220,1.0,0,0,3,7,1440,0,1965,0,98198,47.3702,-122.317,1390,7830 +4046500320,20150120T000000,342000.0,3,1.75,1660,16275,2.0,0,0,3,7,1660,0,1990,0,98014,47.6903,-121.915,1520,16275 +4325000125,20150318T000000,255000.0,3,1.5,1340,8450,1.0,0,0,4,7,1340,0,1958,0,98188,47.4405,-122.28,1340,8920 +3456000160,20140623T000000,800000.0,3,2.25,2380,11824,1.0,0,0,4,9,1450,930,1972,0,98040,47.5371,-122.218,2750,11491 +9297301580,20140516T000000,451000.0,3,1.75,1560,4049,1.5,0,2,3,7,1000,560,1926,0,98126,47.5666,-122.375,1430,3738 +2465400036,20141203T000000,990000.0,4,2.5,2780,10480,1.0,0,3,3,7,1390,1390,1967,0,98033,47.6597,-122.204,2860,10506 +5412200270,20140520T000000,288400.0,4,2.5,1860,6687,1.0,0,0,4,7,1220,640,1983,0,98031,47.4046,-122.186,1860,6117 +1109000390,20150310T000000,420000.0,3,1.5,2390,4600,2.0,0,0,3,8,1750,640,1920,1995,98118,47.5383,-122.268,1690,5220 +8730000270,20150514T000000,359000.0,2,2.75,1370,1140,2.0,0,0,3,8,1080,290,2009,0,98133,47.7052,-122.343,1370,1090 +7937600830,20140808T000000,390000.0,4,3.0,2570,262018,1.0,0,0,3,7,1420,1150,1988,0,98058,47.4417,-122.09,2260,19811 +3395070640,20140902T000000,300000.0,3,2.5,1320,2614,2.0,0,0,3,7,1320,0,2005,0,98118,47.5355,-122.283,1320,2533 +8663280160,20150305T000000,545000.0,5,2.5,2520,7863,1.0,0,0,3,7,1500,1020,1981,0,98034,47.7096,-122.199,2030,8580 +6151800624,20150408T000000,288349.0,3,1.0,1250,18616,1.0,0,0,4,6,1250,0,1972,0,98010,47.3414,-122.047,1920,15654 +8594400370,20150205T000000,299900.0,3,2.25,1560,35026,1.0,0,0,3,7,1290,270,1985,0,98092,47.3023,-122.069,1660,35160 +2301400640,20140717T000000,891000.0,4,2.0,2330,5000,1.5,0,0,5,7,1720,610,1925,0,98117,47.6804,-122.358,2090,5000 +4441300240,20150331T000000,1200000.0,3,2.0,3660,22410,1.0,0,3,4,9,1830,1830,1947,0,98117,47.6972,-122.4,2680,8250 +7714000070,20150205T000000,378000.0,4,2.5,2790,4650,2.0,0,0,3,8,2790,0,2004,0,98038,47.3556,-122.026,2820,4650 +3432500486,20140623T000000,299995.0,2,1.0,1060,7200,1.0,0,0,4,6,1060,0,1951,0,98155,47.7463,-122.315,1850,8291 +5466420030,20141007T000000,253000.0,3,2.5,2020,6564,1.0,0,0,3,7,1310,710,1994,0,98042,47.3545,-122.158,1710,5151 +1324079046,20150120T000000,350000.0,3,2.25,1580,47916,1.0,0,0,3,7,1580,0,1979,0,98024,47.5583,-121.852,1980,75358 +2768301715,20150311T000000,565000.0,4,3.0,2020,4300,1.5,0,0,3,6,2020,0,1900,0,98107,47.6653,-122.372,1290,3440 +3332000135,20140612T000000,315000.0,2,1.0,970,5665,1.0,0,0,4,6,970,0,1908,0,98118,47.5513,-122.273,1490,4429 +65000400,20141022T000000,570000.0,4,3.0,1490,6766,1.5,0,1,5,7,1490,0,1915,0,98136,47.5446,-122.382,1990,6526 +8820901670,20140811T000000,971000.0,5,3.5,4390,10140,2.0,0,0,3,9,3350,1040,2005,0,98125,47.7174,-122.282,2010,8400 +8712100575,20140828T000000,915000.0,5,2.5,2750,5589,1.5,0,0,5,9,1840,910,1910,0,98112,47.6364,-122.3,1460,4250 +6116500341,20150112T000000,419000.0,4,1.5,2150,23568,1.0,0,0,4,7,2150,0,1950,0,98166,47.4522,-122.355,2150,10125 +4167300030,20150209T000000,260000.0,4,1.75,1810,7480,1.0,0,0,3,7,1230,580,1977,0,98023,47.3275,-122.361,1870,9594 +2925059135,20150408T000000,1321500.0,3,3.0,2230,12968,2.0,0,0,3,9,2230,0,1990,0,98004,47.6271,-122.197,2260,10160 +7708300140,20150306T000000,369950.0,3,1.0,2430,10720,1.0,0,0,3,7,2430,0,1977,0,98045,47.4895,-121.787,1660,11560 +4139430340,20141015T000000,1029900.0,3,2.5,3680,13384,2.0,0,0,3,10,3680,0,1994,0,98006,47.5484,-122.119,3600,11306 +3812400070,20150506T000000,435000.0,5,1.0,1410,6750,1.5,0,0,3,6,1410,0,1929,0,98118,47.5453,-122.278,1360,6750 +9455200445,20150325T000000,601000.0,3,1.75,1330,6743,1.0,0,0,3,8,1330,0,1958,2002,98125,47.7012,-122.286,2600,7350 +6203000160,20140716T000000,460500.0,3,1.0,1490,10650,1.0,0,0,3,7,1150,340,1963,0,98033,47.663,-122.178,1730,9800 +7517500611,20140521T000000,720000.0,3,2.5,2020,1159,3.0,0,3,3,8,2020,0,2000,0,98103,47.6617,-122.356,1920,3600 +8691300860,20150421T000000,851000.0,4,2.5,3130,13202,2.0,0,0,3,10,3130,0,1996,0,98075,47.5878,-121.976,2840,10470 +5489200435,20140904T000000,550000.0,4,3.0,2670,5000,2.0,0,2,3,7,2670,0,1916,1978,98126,47.5784,-122.377,2300,5000 +510002065,20150323T000000,700000.0,4,1.0,1980,4560,1.5,0,0,3,7,1980,0,1920,0,98103,47.6606,-122.331,1810,3245 +252000400,20140908T000000,323000.0,3,1.75,2100,14850,1.0,0,0,4,7,2100,0,1963,0,98042,47.3622,-122.059,1930,17238 +7279300070,20140922T000000,345500.0,3,1.0,1350,8581,1.0,0,0,5,6,1350,0,1944,0,98177,47.7612,-122.362,2080,8451 +8113101670,20141203T000000,378000.0,4,1.5,2140,7920,1.0,0,0,3,7,1190,950,1959,0,98118,47.5491,-122.272,2140,7238 +7578200310,20141112T000000,650000.0,4,2.0,2208,5000,3.0,0,0,5,8,2208,0,1917,0,98116,47.5711,-122.383,1760,5000 +7715800570,20150413T000000,385000.0,3,2.0,1010,7380,1.0,0,0,3,7,1010,0,1982,0,98074,47.6273,-122.062,1650,9030 +6852700478,20140916T000000,425000.0,2,1.0,970,2970,1.0,0,0,3,7,970,0,1910,0,98102,47.6233,-122.319,1670,3000 +1917300260,20141202T000000,210000.0,4,2.0,1520,6174,1.5,0,0,5,6,1520,0,1920,0,98022,47.2105,-121.989,1390,5407 +4298100070,20140528T000000,630000.0,4,2.5,2740,43101,2.0,0,0,3,9,2740,0,1993,0,98077,47.7649,-122.049,2740,33447 +1842000140,20140730T000000,335000.0,3,1.75,1570,7500,1.0,0,1,3,7,1300,270,1953,0,98146,47.4999,-122.368,1590,7660 +5462100240,20140625T000000,196500.0,3,1.0,1320,9000,1.0,0,0,3,7,1320,0,1966,0,98001,47.3461,-122.272,1320,9800 +8651520510,20140515T000000,582800.0,4,2.75,2550,7636,1.0,0,0,3,8,1440,1110,1986,0,98074,47.6471,-122.06,2290,8223 +3578110200,20140623T000000,440000.0,3,1.75,1560,7207,1.0,0,0,3,7,1250,310,1983,0,98034,47.7283,-122.222,1540,7485 +7555210340,20140825T000000,752500.0,4,2.25,2360,8616,2.0,0,0,4,8,2360,0,1974,0,98033,47.6495,-122.198,2360,9337 +2313900510,20141028T000000,532500.0,3,1.75,1330,5000,2.0,0,0,4,7,1210,120,1909,0,98116,47.5724,-122.384,1500,4000 +2009001600,20150506T000000,265000.0,3,1.0,1070,9000,1.0,0,0,4,7,1070,0,1950,0,98198,47.4061,-122.33,1840,12000 +1455100116,20150202T000000,397500.0,3,1.25,1510,13737,1.0,0,3,4,6,810,700,1961,0,98125,47.7289,-122.283,2560,10202 +3629790160,20140724T000000,524250.0,3,2.5,1710,3469,2.0,0,0,3,8,1710,0,1999,0,98029,47.546,-122.011,2120,3560 +1778350070,20140509T000000,765000.0,4,2.75,2790,10819,2.0,0,0,3,10,2790,0,1996,0,98027,47.5515,-122.08,3080,12603 +1703050200,20140806T000000,648000.0,4,2.5,2620,5450,2.0,0,0,3,9,2620,0,2001,0,98074,47.6301,-122.019,2590,5371 +5469700570,20140812T000000,469500.0,5,2.5,2970,24759,1.0,0,0,4,8,1670,1300,1969,0,98031,47.3908,-122.173,2100,21803 +100600860,20150324T000000,237500.0,3,1.75,1050,7854,1.0,0,0,4,7,1050,0,1975,0,98023,47.3011,-122.369,1360,7668 +421049116,20150121T000000,216000.0,3,1.0,1280,8712,1.0,0,0,4,7,1280,0,1956,0,98003,47.3298,-122.297,1420,8800 +3205200640,20150330T000000,427200.0,3,1.0,1030,8400,1.0,0,0,4,7,1030,0,1963,0,98056,47.5364,-122.173,1270,8400 +8899200570,20150311T000000,280000.0,3,2.25,1900,7800,1.0,0,0,4,8,1390,510,1977,0,98055,47.4545,-122.208,1730,7800 +1777500160,20150425T000000,718000.0,5,3.0,3070,9804,1.0,0,0,4,9,1740,1330,1968,0,98006,47.5702,-122.128,2550,9689 +7853340860,20150310T000000,420000.0,2,2.75,1760,4139,2.0,0,0,3,8,1760,0,2010,0,98065,47.5175,-121.878,1870,3076 +1862400132,20140916T000000,379000.0,2,1.0,930,5400,1.0,0,0,3,7,930,0,1952,0,98117,47.6971,-122.372,1050,5400 +6380500135,20140527T000000,326100.0,2,1.0,880,7683,1.0,0,0,3,6,880,0,1942,0,98177,47.7145,-122.361,1370,7695 +9528104108,20140529T000000,535000.0,3,2.5,1360,1016,3.0,0,0,3,7,1310,50,2003,0,98115,47.6774,-122.324,1365,1156 +2571910160,20141001T000000,283000.0,4,2.75,2130,8560,1.0,0,0,3,7,1560,570,1992,0,98022,47.1949,-122.01,2130,8560 +316000160,20140821T000000,260000.0,3,1.0,1480,7469,1.5,0,0,3,6,1120,360,1940,0,98168,47.5048,-122.301,1460,7379 +2695600505,20150413T000000,399000.0,4,1.0,1500,6388,1.5,0,0,4,7,1500,0,1951,0,98126,47.5303,-122.378,980,5366 +3904910320,20150225T000000,484950.0,3,2.25,1670,5004,2.0,0,0,3,8,1670,0,1987,0,98029,47.5688,-122.017,1850,5276 +4100000140,20141013T000000,640000.0,4,1.75,2060,9828,1.0,0,0,4,8,2060,0,1960,0,98005,47.5867,-122.174,2260,9996 +3226049270,20150304T000000,585000.0,4,2.5,2160,8158,1.0,0,0,4,8,1660,500,1952,0,98115,47.6948,-122.328,1520,7208 +1455600030,20150108T000000,645000.0,4,2.0,2780,11583,1.0,0,3,3,8,1190,1590,1955,0,98125,47.7293,-122.284,2580,10241 +5559600140,20150505T000000,253000.0,3,2.0,1490,7651,1.0,0,0,3,7,1490,0,1988,0,98003,47.3211,-122.325,1590,7795 +5147600105,20140721T000000,178500.0,2,1.0,740,6460,1.0,0,0,3,6,740,0,1953,0,98146,47.5077,-122.344,1170,6975 +7437100570,20140821T000000,291000.0,4,2.5,1860,6325,2.0,0,0,4,7,1860,0,1991,0,98038,47.3492,-122.03,1860,6449 +8856004730,20140917T000000,199950.0,2,2.75,1590,20917,1.5,0,0,3,5,1590,0,1920,0,98001,47.2786,-122.25,1310,6000 +3856902996,20140804T000000,553500.0,2,1.0,850,2340,1.0,0,0,3,7,850,0,1922,0,98105,47.6707,-122.328,1300,3000 +1442800370,20150415T000000,189950.0,2,1.0,1030,4188,1.0,0,0,3,8,1030,0,1981,0,98038,47.3738,-122.057,1450,3376 +8001400340,20140924T000000,289000.0,3,2.0,1850,9550,1.0,0,0,3,8,1850,0,1988,0,98001,47.3225,-122.273,2250,9550 +3131200640,20150427T000000,700000.0,4,2.0,1830,4590,2.0,0,0,3,8,1830,0,1908,0,98105,47.6593,-122.327,1650,4590 +984000710,20141022T000000,270000.0,3,2.0,1560,8853,1.0,0,0,3,7,1560,0,1967,0,98058,47.4312,-122.171,1610,8750 +4167300350,20140508T000000,258000.0,4,1.75,1730,8320,1.0,0,0,3,7,1230,500,1977,0,98023,47.327,-122.361,1840,9800 +2826049282,20140614T000000,530000.0,3,2.5,1930,7214,2.0,0,0,3,8,1930,0,2005,0,98125,47.7191,-122.309,1930,7266 +8946750030,20141218T000000,245000.0,3,2.25,1422,3677,2.0,0,0,3,7,1422,0,2012,0,98092,47.3204,-122.178,1677,3677 +461004720,20150422T000000,563000.0,3,2.0,1380,5000,1.5,0,0,4,7,1380,0,1917,0,98117,47.6807,-122.369,1350,5000 +7852090810,20141119T000000,515000.0,3,2.5,2430,4203,2.0,0,0,3,8,2430,0,2001,0,98065,47.5346,-121.875,2500,4798 +9264960340,20140617T000000,325000.0,4,2.5,2610,7091,2.0,0,0,3,9,2610,0,1987,0,98023,47.3017,-122.349,2610,7773 +1624079104,20150402T000000,540000.0,3,2.25,2000,217800,2.0,0,0,3,8,2000,0,1996,0,98024,47.5599,-121.911,2220,217800 +4310700570,20141210T000000,280300.0,2,1.0,920,5000,1.0,0,0,4,6,490,430,1949,0,98103,47.7008,-122.338,1500,5000 +1254200075,20140509T000000,460000.0,4,1.75,1750,5500,1.5,0,0,5,7,1050,700,1926,0,98117,47.6802,-122.388,1640,5500 +7214820030,20141212T000000,475000.0,3,1.75,2020,8970,1.0,0,0,4,7,1180,840,1981,0,98072,47.7571,-122.145,2140,8008 +865100055,20140612T000000,900000.0,4,2.25,2460,44431,1.0,0,0,4,9,2460,0,1957,0,98007,47.6042,-122.147,2830,44431 +686201000,20141230T000000,538200.0,4,3.0,1780,7260,1.0,0,0,4,8,1780,0,1964,0,98008,47.627,-122.114,1810,7920 +342000570,20140909T000000,429000.0,2,1.0,1080,3600,1.0,0,0,3,7,1080,0,1922,0,98122,47.6078,-122.291,2230,4500 +5476200160,20140725T000000,164808.0,3,1.0,1250,5411,1.0,0,0,3,7,1250,0,1980,0,98178,47.5064,-122.265,1490,6320 +7199320570,20150126T000000,520000.0,4,2.25,1870,7700,2.0,0,0,3,7,1870,0,1977,0,98052,47.6937,-122.127,1970,7700 +6414100560,20140618T000000,475000.0,3,1.75,1700,8432,1.0,0,0,3,8,1230,470,1977,0,98125,47.7221,-122.317,1800,7842 +1623049214,20140926T000000,283000.0,4,1.5,1480,47045,1.0,0,0,5,6,1480,0,1942,0,98168,47.4809,-122.3,1530,11000 +2379300340,20150331T000000,321500.0,4,2.5,1930,6228,2.0,0,0,3,8,1930,0,2000,0,98030,47.3572,-122.191,1930,6168 +7701990560,20140729T000000,840000.0,4,2.75,3130,21810,2.0,0,0,4,10,3130,0,1993,0,98077,47.7083,-122.073,3330,21810 +2025700860,20150414T000000,287000.0,3,2.25,1370,6000,2.0,0,0,4,7,1370,0,1992,0,98038,47.3484,-122.033,1370,6200 +8562500200,20140605T000000,375000.0,3,1.75,960,8106,1.0,0,0,3,7,960,0,1962,0,98052,47.6737,-122.156,1650,8035 +8143100350,20140825T000000,349500.0,3,1.75,1260,7128,1.0,0,0,4,7,1260,0,1969,0,98034,47.7263,-122.205,1330,7326 +37000335,20140814T000000,446450.0,3,1.5,1480,7749,1.0,0,0,5,7,1480,0,1960,0,98126,47.5144,-122.379,1140,5320 +1862900350,20140610T000000,315000.0,4,2.5,1930,9643,2.0,0,0,4,7,1930,0,1992,0,98031,47.4065,-122.18,1930,7525 +1498302774,20140520T000000,271310.0,2,1.0,870,5340,1.5,0,0,2,6,870,0,1906,0,98144,47.5849,-122.302,1190,4440 +2224700136,20150122T000000,315000.0,4,1.0,1300,8400,1.5,0,0,4,7,1300,0,1953,0,98133,47.7612,-122.332,1330,8400 +7697920160,20140515T000000,245000.0,3,1.75,1490,6930,1.0,0,0,4,7,1490,0,1990,0,98030,47.3682,-122.179,1880,6861 +1370804430,20150305T000000,543115.0,2,1.0,1380,5484,1.0,0,0,3,8,1030,350,1947,0,98199,47.6382,-122.399,1380,5347 +2267000160,20141020T000000,900000.0,4,2.0,1190,8190,1.5,0,0,3,7,1190,0,1945,0,98117,47.6908,-122.397,1190,1567 +5700004028,20150417T000000,2450000.0,4,4.25,4250,6552,2.0,0,3,4,10,2870,1380,2008,0,98144,47.5747,-122.283,3640,8841 +8682231170,20150429T000000,554000.0,2,2.0,1920,6045,1.0,0,0,3,8,1920,0,2003,0,98053,47.7107,-122.031,1670,5200 +3353400860,20140717T000000,249900.0,3,1.75,2080,12522,1.0,0,0,5,6,2080,0,1950,0,98001,47.267,-122.25,1690,11200 +2424059035,20140820T000000,768000.0,3,2.5,3220,54160,2.0,0,2,4,9,2690,530,1981,0,98006,47.5468,-122.109,3460,44374 +2021201000,20140523T000000,980000.0,4,3.0,3680,5854,1.0,0,3,3,10,2060,1620,1967,0,98199,47.6327,-122.395,3140,5000 +3919000030,20150420T000000,395000.0,5,2.5,2070,9600,1.0,0,0,3,7,1270,800,1962,0,98146,47.4997,-122.364,1950,7800 +789000550,20150413T000000,415000.0,3,1.75,1480,2200,2.0,0,0,3,7,1480,0,1995,0,98103,47.6969,-122.35,1360,2190 +5104511040,20150220T000000,380000.0,4,2.5,2000,6921,2.0,0,0,3,8,2000,0,2003,0,98038,47.3559,-122.014,2430,6339 +7215722010,20150226T000000,566000.0,3,2.5,1560,5259,2.0,0,0,3,8,1560,0,1999,0,98075,47.5985,-122.016,2170,5461 +16000435,20150316T000000,218500.0,2,1.0,1600,8961,1.0,0,0,4,7,1390,210,1949,0,98002,47.3098,-122.21,1502,6798 +7197300105,20140502T000000,550000.0,4,2.5,1940,10500,1.0,0,0,4,7,1140,800,1976,0,98052,47.683,-122.114,2200,10500 +2877101031,20140702T000000,512031.0,3,1.75,1540,3000,1.0,0,2,3,7,770,770,1920,0,98117,47.6769,-122.36,1420,4200 +2892600016,20150317T000000,197500.0,2,1.0,820,8860,1.0,0,0,3,6,820,0,1950,0,98055,47.452,-122.19,1660,15375 +2423020270,20140715T000000,470000.0,3,2.25,1780,8784,1.0,0,0,3,7,1230,550,1977,0,98033,47.701,-122.172,1780,7704 +1825079070,20150313T000000,590000.0,3,1.75,1560,242629,1.0,0,0,3,7,1560,0,1981,0,98053,47.6493,-121.956,2320,220654 +5255710160,20150318T000000,465000.0,4,2.25,2210,8862,1.0,0,0,4,8,1270,940,1977,0,98011,47.7725,-122.198,2030,8862 +723069135,20140915T000000,499000.0,2,1.75,2040,114562,1.0,0,0,4,7,2040,0,1968,0,98027,47.4985,-122.092,1850,94960 +2024059094,20140825T000000,515000.0,3,2.25,1920,11500,1.0,0,0,3,8,1920,0,1972,2000,98006,47.5498,-122.188,2260,8866 +7613700860,20141106T000000,716500.0,3,1.75,1930,5000,1.0,0,0,3,9,1230,700,1936,0,98105,47.6582,-122.278,2300,6000 +2771101200,20140517T000000,410000.0,3,2.0,1700,4250,1.0,0,0,3,6,890,810,1944,0,98199,47.6542,-122.385,1440,4250 +7625704510,20141022T000000,850000.0,4,3.25,3450,6500,2.0,0,0,3,8,2450,1000,1994,0,98136,47.5437,-122.388,1750,6500 +1762600260,20140522T000000,1050000.0,4,3.25,3440,35021,2.0,0,0,3,10,3440,0,1983,0,98033,47.6476,-122.184,3440,35021 +2553300030,20140609T000000,648000.0,4,2.5,2380,13435,2.0,0,0,3,10,2380,0,1992,0,98075,47.5833,-122.028,2730,9677 +5309101200,20140605T000000,620000.0,4,2.25,2400,5350,1.5,0,0,4,7,1460,940,1929,0,98117,47.6763,-122.37,1250,4880 +5416300240,20150202T000000,935000.0,4,4.5,5670,84267,2.0,0,2,3,11,5670,0,2008,0,98010,47.323,-122.044,4100,83729 +3756600240,20150319T000000,379000.0,3,1.0,1140,10320,1.0,0,0,4,7,1140,0,1963,0,98034,47.7168,-122.196,1140,10412 +8127700445,20140716T000000,699000.0,3,1.75,1670,5375,1.0,0,0,3,7,1270,400,1952,0,98199,47.6416,-122.397,1460,6125 +9421500070,20141230T000000,528000.0,4,2.25,1910,8005,1.0,0,0,3,8,1280,630,1960,0,98125,47.7259,-122.298,1860,8010 +9477710160,20150426T000000,425000.0,3,1.75,1560,9452,1.0,0,0,4,8,1560,0,1974,0,98056,47.5197,-122.18,2200,9985 +1795500240,20140623T000000,249500.0,2,1.75,1500,8645,1.0,0,0,4,7,1500,0,1963,0,98042,47.3643,-122.115,1220,8645 +7203220260,20140716T000000,1035480.0,5,3.25,4475,6642,2.0,0,0,3,9,4475,0,2014,0,98053,47.6849,-122.018,3720,6633 +3524039204,20140813T000000,790000.0,4,2.75,2840,11900,1.0,0,3,4,9,1640,1200,1961,0,98136,47.5271,-122.386,2790,10070 +5706200060,20140818T000000,399950.0,3,1.0,1020,18050,1.0,0,0,3,7,1020,0,1969,0,98027,47.5254,-122.043,1750,11640 +7283900012,20141021T000000,275000.0,3,1.5,1410,9000,1.0,0,0,3,7,1410,0,1953,0,98133,47.7635,-122.35,1910,7214 +809001070,20150123T000000,550000.0,3,1.0,1520,2500,1.5,0,0,3,8,1520,0,1912,0,98109,47.6347,-122.352,1880,3600 +3340401535,20141105T000000,140000.0,1,1.0,730,6890,1.0,0,0,4,4,730,0,1926,0,98055,47.467,-122.215,1790,7969 +1607100139,20140725T000000,250000.0,3,1.0,1190,6250,1.0,0,0,3,7,990,200,1954,0,98108,47.5658,-122.292,1760,6434 +8699800060,20140903T000000,318000.0,3,2.25,1410,8909,2.0,0,2,3,7,1410,0,1988,0,98198,47.3983,-122.31,2050,8909 +524069037,20140710T000000,505000.0,2,1.0,1240,57000,1.0,0,0,3,7,1240,0,1962,0,98075,47.597,-122.059,3050,25545 +6072600200,20150417T000000,470500.0,5,2.5,2500,9248,1.0,0,0,3,8,1300,1200,1966,0,98006,47.5415,-122.18,2090,8568 +5144000036,20140527T000000,360000.0,3,1.0,1050,9206,1.5,0,0,3,7,1050,0,1954,0,98125,47.7071,-122.301,1380,6384 +7855300200,20150319T000000,1242500.0,4,2.75,2680,8500,1.0,0,4,4,9,1480,1200,1962,0,98006,47.5634,-122.156,2940,8650 +2485000202,20150410T000000,986000.0,3,2.5,2380,16080,1.0,0,2,4,9,1340,1040,1964,0,98136,47.5262,-122.386,2560,10070 +9209900270,20150205T000000,515000.0,2,1.0,1060,4228,1.0,0,0,3,7,860,200,1906,0,98112,47.6231,-122.293,1060,4187 +6099400030,20150114T000000,320000.0,3,1.75,2300,41900,1.0,0,0,4,8,1310,990,1939,0,98168,47.477,-122.292,1160,8547 +9368700223,20150202T000000,310000.0,4,3.0,2010,7426,1.0,0,0,5,7,1090,920,1951,0,98178,47.5042,-122.265,1470,7426 +1782000160,20140530T000000,356700.0,2,1.0,1090,5000,1.0,0,0,4,7,730,360,1942,0,98126,47.5258,-122.378,990,5250 +269001360,20150422T000000,775000.0,4,1.75,2320,5595,1.0,0,0,3,7,1510,810,1956,0,98199,47.6397,-122.388,1840,5596 +390100060,20150421T000000,325000.0,3,1.0,1040,7541,1.0,0,0,3,6,1040,0,1951,0,98133,47.7565,-122.339,1140,6100 +7888400560,20141002T000000,208000.0,4,2.75,1810,8677,1.5,0,0,3,7,1810,0,1962,0,98198,47.3668,-122.31,1740,8677 +7567600045,20140827T000000,825000.0,2,1.0,1150,12775,1.0,1,4,4,6,1150,0,1908,0,98178,47.502,-122.222,2440,11852 +7764200030,20140716T000000,515000.0,3,2.5,2360,11254,1.0,0,2,3,9,2360,0,1990,0,98003,47.3356,-122.333,2390,11254 +9828202545,20150127T000000,490000.0,3,1.5,1970,3400,1.5,0,0,4,8,1420,550,1929,0,98122,47.6163,-122.292,1940,4000 +6114600030,20140520T000000,675000.0,4,3.0,2690,28300,1.0,0,0,3,8,2690,0,1954,1999,98166,47.4458,-122.343,2820,27100 +9834200885,20140717T000000,360000.0,4,2.5,2080,4080,1.0,0,0,5,7,1040,1040,1962,0,98144,47.572,-122.29,1340,4080 +9834200885,20150420T000000,550000.0,4,2.5,2080,4080,1.0,0,0,5,7,1040,1040,1962,0,98144,47.572,-122.29,1340,4080 +3509600070,20140725T000000,225000.0,3,1.5,1370,9000,1.0,0,0,3,7,1370,0,1962,0,98168,47.4973,-122.328,1400,9075 +2473002080,20150317T000000,500000.0,3,2.75,3410,9360,1.5,0,0,4,8,3410,0,1967,0,98058,47.4497,-122.147,2260,10128 +1081300370,20150427T000000,385000.0,4,2.0,1850,11700,1.0,0,0,4,8,1850,0,1969,0,98059,47.4702,-122.12,2110,11700 +11501160,20140617T000000,837700.0,5,2.75,3010,12611,2.0,0,0,3,10,3010,0,1994,0,98052,47.696,-122.102,2890,9456 +7202330370,20150210T000000,448000.0,3,2.25,1530,3056,2.0,0,0,3,7,1530,0,2003,0,98053,47.6817,-122.035,1560,3064 +7000100631,20150507T000000,730000.0,5,1.75,2690,21357,1.0,0,0,4,7,1420,1270,1952,0,98004,47.5831,-122.191,2600,17539 +2484200171,20140714T000000,575000.0,4,1.5,2810,7140,1.0,0,2,3,8,1490,1320,1954,0,98136,47.5252,-122.382,2240,6825 +9477201040,20141118T000000,430000.0,3,1.75,1810,7300,1.0,0,0,4,7,1240,570,1976,0,98034,47.7299,-122.192,1460,7560 +7202290160,20150114T000000,435000.0,3,2.5,1560,3987,2.0,0,0,3,7,1560,0,2002,0,98053,47.687,-122.043,1600,3152 +4366700140,20141219T000000,241000.0,3,1.0,1010,9611,1.0,0,0,4,6,1010,0,1973,0,98092,47.3006,-122.066,1200,9611 +5457300478,20150513T000000,453500.0,2,1.75,1000,1760,1.0,0,0,4,6,600,400,1924,0,98109,47.6261,-122.355,2120,2802 +9158100116,20150406T000000,285000.0,2,1.5,990,1380,3.0,0,0,3,7,990,0,2001,0,98133,47.7218,-122.356,1050,1380 +7227500830,20140528T000000,151000.0,2,1.0,720,4222,1.0,0,0,4,5,720,0,1942,0,98056,47.4965,-122.186,860,4785 +7237500390,20141110T000000,1570000.0,5,4.5,6070,14731,2.0,0,0,3,11,6070,0,2004,0,98059,47.5306,-122.134,4750,13404 +2197600451,20141105T000000,631000.0,5,2.0,2270,2400,2.0,0,0,3,7,2270,0,1905,0,98122,47.6051,-122.319,1320,2400 +3278604400,20140602T000000,285000.0,2,2.5,1380,1073,2.0,0,0,3,7,1140,240,2011,0,98126,47.5462,-122.369,1580,2036 +1788700160,20150220T000000,195000.0,3,1.0,1260,8378,1.0,0,0,4,6,840,420,1959,1977,98023,47.3274,-122.348,1140,8496 +3276930270,20150425T000000,817500.0,4,2.5,2910,35679,2.0,0,0,4,9,2910,0,1987,0,98075,47.5859,-121.991,2720,36728 +7374600060,20150109T000000,550000.0,3,2.0,1810,12825,1.0,0,0,4,7,1810,0,1960,0,98007,47.5953,-122.14,1490,10800 +2505500030,20140703T000000,1127000.0,4,2.5,3160,8281,2.0,0,0,4,9,3160,0,1995,0,98033,47.6699,-122.195,3000,8281 +2770604942,20141230T000000,609850.0,2,2.75,1910,1369,3.0,0,0,3,9,1910,0,2002,0,98119,47.6544,-122.373,1910,1879 +7831800505,20150106T000000,200000.0,3,1.0,1230,4380,1.0,0,0,3,6,1230,0,1947,0,98106,47.5352,-122.361,1525,6026 +5416510060,20150306T000000,367000.0,4,2.5,2960,6219,2.0,0,0,3,9,2960,0,2006,0,98038,47.3603,-122.037,2960,5361 +4137010260,20140825T000000,285167.0,3,2.25,2200,8375,2.0,0,0,3,8,2200,0,1988,0,98092,47.2626,-122.218,2200,10002 +7683800200,20150402T000000,275000.0,2,1.5,1270,32175,1.0,0,0,4,7,1270,0,1947,0,98003,47.3347,-122.304,1270,10200 +1509500160,20150324T000000,350900.0,4,2.5,2540,12843,2.0,0,0,3,9,2540,0,1992,0,98030,47.3866,-122.169,2410,9383 +3904940200,20140620T000000,660000.0,4,3.25,3030,9273,2.0,0,0,5,8,3030,0,1988,0,98029,47.5747,-122.014,2360,7632 +4037200295,20140819T000000,525000.0,3,1.75,1520,8835,1.0,0,0,4,7,1520,0,1957,0,98008,47.6054,-122.118,1760,8580 +7258200055,20150206T000000,262000.0,4,2.5,1560,7800,2.0,0,0,3,7,1560,0,1997,0,98168,47.514,-122.316,1160,7800 +9178600560,20140623T000000,690000.0,2,1.0,970,4560,1.0,0,0,4,7,970,0,1907,0,98103,47.6561,-122.332,1500,4560 +255520260,20150324T000000,624000.0,5,3.75,3570,14648,2.0,0,0,3,9,3570,0,2005,0,98019,47.7377,-121.974,3160,7882 +751000060,20140506T000000,353000.0,3,1.0,1350,7740,1.0,0,0,4,6,860,490,1947,0,98125,47.7098,-122.291,1130,7740 +3343900326,20150311T000000,552500.0,4,3.5,3710,10400,2.0,0,0,3,8,2290,1420,2002,0,98056,47.5041,-122.186,1720,4276 +7137900320,20140509T000000,224500.0,4,1.0,1430,8355,1.5,0,0,4,7,1430,0,1983,0,98092,47.3178,-122.174,1550,7938 +2641800060,20150427T000000,239000.0,3,1.0,940,8571,1.0,0,0,3,6,940,0,1950,0,98146,47.5006,-122.336,1100,8573 +293760310,20140711T000000,975000.0,5,4.5,4300,12250,2.0,0,0,3,10,4300,0,2004,0,98029,47.5557,-122.027,3950,12250 +7237501180,20140625T000000,1200000.0,4,1.75,3990,13470,2.0,0,0,3,11,3990,0,2006,0,98059,47.5305,-122.131,5790,13709 +5332200550,20150325T000000,505000.0,3,1.0,1380,4000,1.5,0,0,3,7,1380,0,1910,0,98112,47.6261,-122.296,1690,4000 +3450300240,20140515T000000,302000.0,4,1.75,2020,7865,1.0,0,0,4,7,1010,1010,1963,0,98059,47.5008,-122.162,1650,7865 +9352900695,20140922T000000,170000.0,3,1.0,1480,5670,1.0,0,0,3,6,780,700,1944,0,98106,47.5175,-122.36,760,5040 +3324069070,20140707T000000,195000.0,2,1.0,1190,27007,1.0,0,0,4,5,1190,0,1910,0,98027,47.524,-122.04,1730,12632 +8062900070,20140909T000000,272000.0,5,1.5,2550,6300,1.0,0,0,4,7,1560,990,1959,0,98056,47.5014,-122.172,1380,6300 +8062900070,20150213T000000,369000.0,5,1.5,2550,6300,1.0,0,0,4,7,1560,990,1959,0,98056,47.5014,-122.172,1380,6300 +4427100030,20150114T000000,332500.0,3,1.5,1500,6332,1.0,0,0,3,7,1500,0,1953,0,98125,47.7274,-122.312,1500,6337 +4039100400,20150506T000000,515000.0,3,2.5,3000,8250,1.0,0,0,4,8,1760,1240,1963,0,98008,47.6191,-122.112,2040,8250 +2171400126,20140605T000000,269000.0,3,1.0,1690,4250,1.0,0,0,3,7,1020,670,1967,0,98178,47.4945,-122.258,1820,8865 +7135520810,20140730T000000,1278000.0,4,4.0,4390,17832,1.0,0,0,4,11,2430,1960,1994,0,98059,47.5283,-122.143,3090,12369 +2475201180,20150206T000000,303000.0,3,2.5,1560,4100,2.0,0,0,3,7,1560,0,1985,0,98055,47.4733,-122.189,1660,4400 +4024100951,20150105T000000,420000.0,7,3.0,2940,8624,1.0,0,0,3,8,1690,1250,1977,0,98155,47.7555,-122.307,1850,8031 +6021502830,20141110T000000,400000.0,3,1.0,1130,4100,1.0,0,0,3,7,990,140,1941,0,98117,47.6856,-122.385,1800,4100 +7710100083,20150204T000000,225000.0,3,1.0,1020,8437,1.0,0,0,5,6,1020,0,1987,0,98022,47.2093,-122.0,1420,8500 +2781270550,20140916T000000,219000.0,2,2.0,1310,2550,2.0,0,0,3,6,1310,0,2004,0,98038,47.3496,-122.022,1310,2550 +200510060,20141231T000000,605000.0,3,2.5,2570,9487,2.0,0,3,3,9,2570,0,1989,0,98011,47.7408,-122.216,2490,9898 +9554200105,20141014T000000,625000.0,4,2.0,2020,6867,1.0,0,0,5,8,1010,1010,1942,0,98115,47.7,-122.292,1250,6842 +3320000810,20150224T000000,380000.0,5,2.0,1680,3240,1.0,0,0,3,5,840,840,1906,0,98144,47.5965,-122.311,1380,1260 +643500060,20150424T000000,620000.0,4,2.0,1770,7700,1.5,0,0,4,7,1770,0,1962,0,98007,47.5916,-122.146,1710,7700 +2537500140,20140627T000000,687500.0,4,2.75,3190,10970,2.0,0,0,3,10,3190,0,1994,0,98075,47.5862,-122.029,2850,8416 +5112800421,20140723T000000,225500.0,4,2.0,1440,7950,1.0,0,0,5,6,1440,0,1962,0,98058,47.4517,-122.082,1530,20037 +3352402236,20141215T000000,252500.0,3,2.0,1150,6000,1.0,0,0,5,7,1150,0,1956,0,98178,47.498,-122.263,1980,6360 +3905100520,20141029T000000,510000.0,3,2.5,1860,3658,2.0,0,0,3,8,1860,0,1994,0,98029,47.5703,-122.004,1840,3739 +6332940070,20140507T000000,510000.0,4,2.5,2430,5203,2.0,0,0,3,8,2430,0,2003,0,98155,47.7402,-122.317,2260,7474 +809002435,20140808T000000,725000.0,3,2.5,1940,4000,1.5,0,0,5,7,1940,0,1906,0,98109,47.6372,-122.352,1440,4000 +3797000295,20150312T000000,492000.0,2,1.0,880,2970,1.0,0,0,3,7,880,0,1927,0,98103,47.6868,-122.349,1370,3060 +1775801260,20150311T000000,425000.0,4,2.5,1930,14196,1.0,0,0,4,7,1330,600,1977,0,98072,47.7407,-122.097,1470,12852 +4055701200,20150421T000000,1955000.0,4,2.75,3120,7898,1.0,1,4,4,8,1560,1560,1963,0,98034,47.7165,-122.259,2630,13868 +7137960030,20150309T000000,298900.0,3,2.5,1830,6162,2.0,0,0,3,8,1830,0,1994,0,98092,47.3291,-122.17,1860,7017 +7880010060,20150406T000000,699000.0,4,2.5,3230,40319,2.0,0,0,4,10,3230,0,1987,0,98027,47.4856,-122.069,2990,40234 +3797001920,20140702T000000,310000.0,2,1.0,700,3000,1.0,0,0,4,6,700,0,1918,0,98103,47.6846,-122.346,1560,4500 +3901100055,20141222T000000,350000.0,3,1.75,1010,8580,1.0,0,0,3,7,1010,0,1961,0,98033,47.6703,-122.174,1500,8580 +8069000075,20141229T000000,790000.0,4,1.75,2460,10061,1.0,1,4,3,7,1410,1050,1961,0,98178,47.5105,-122.238,2300,10061 +1541700240,20140729T000000,305000.0,4,2.5,2230,5000,2.0,0,0,3,8,2230,0,2003,0,98031,47.3919,-122.184,2230,6137 +6064800710,20141002T000000,315000.0,3,2.5,1570,2865,2.0,0,0,3,7,1570,0,2003,0,98118,47.5412,-122.288,1610,2582 +1865810060,20140812T000000,267500.0,5,3.5,2390,6600,2.0,0,0,5,7,2390,0,1977,0,98042,47.3737,-122.115,1140,6600 +7533800295,20140819T000000,1750000.0,4,3.25,3460,7749,2.0,0,1,3,10,3020,440,1950,1998,98115,47.6849,-122.273,3030,8680 +5415300060,20140813T000000,435000.0,6,3.5,2400,8620,2.0,0,0,3,8,1640,760,1987,0,98034,47.7152,-122.162,1940,7350 +3876100320,20140905T000000,482500.0,6,4.5,2940,7500,1.5,0,0,4,8,2940,0,1966,0,98034,47.7208,-122.182,2010,7500 +1247600105,20141020T000000,5110800.0,5,5.25,8010,45517,2.0,1,4,3,12,5990,2020,1999,0,98033,47.6767,-122.211,3430,26788 +3705900238,20140828T000000,439995.0,3,1.75,1570,8400,1.0,0,0,4,7,1570,0,1959,0,98133,47.76,-122.34,1860,8639 +3876200070,20150508T000000,460000.0,3,3.0,1520,7500,1.0,0,0,3,7,1180,340,1967,0,98034,47.7276,-122.181,2080,8000 +4388000140,20140729T000000,194000.0,3,1.0,1070,6440,1.0,0,0,4,7,1070,0,1971,0,98023,47.3186,-122.373,1190,6532 +3523029041,20141009T000000,290000.0,2,0.75,440,8313,1.0,1,3,4,5,440,0,1943,0,98070,47.4339,-122.512,880,26289 +3110800260,20140715T000000,274700.0,4,2.0,2440,9600,1.0,0,0,5,7,1220,1220,1963,0,98031,47.4142,-122.179,1370,9600 +3131201290,20150317T000000,900000.0,4,2.5,2660,3672,2.0,0,0,5,8,1800,860,1910,0,98105,47.6609,-122.324,1510,3825 +1117200390,20140507T000000,1150000.0,4,4.0,4460,103382,2.0,0,0,3,11,4460,0,2001,0,98053,47.634,-121.997,3470,88519 +8956000350,20140903T000000,605000.0,3,2.5,2010,3667,2.0,0,0,3,9,2010,0,2008,0,98027,47.545,-122.015,2350,3600 +7853210140,20150309T000000,359000.0,3,2.5,1450,3850,2.0,0,0,3,7,1450,0,2004,0,98065,47.5318,-121.85,1970,3748 +3250500140,20141008T000000,850000.0,3,1.75,1400,9900,1.0,0,0,3,7,1400,0,1951,0,98004,47.6272,-122.209,1810,10796 +2767601375,20140821T000000,505000.0,3,2.0,1500,2500,2.0,0,0,3,8,1500,0,2002,0,98107,47.6748,-122.385,1550,5000 +9465910320,20140709T000000,565000.0,3,2.5,2500,7394,2.0,0,0,3,9,2500,0,1990,0,98072,47.7441,-122.173,2790,7642 +3334000055,20150429T000000,585000.0,2,1.75,1280,7110,1.0,0,0,4,7,1000,280,1955,0,98118,47.5569,-122.273,1550,6835 +7893800335,20150430T000000,328000.0,4,3.25,3380,7500,2.0,0,3,3,7,2420,960,1990,0,98198,47.4092,-122.33,1920,7500 +3586500700,20140709T000000,749950.0,4,2.75,2910,18700,1.0,0,0,3,9,2210,700,1957,1995,98177,47.7557,-122.368,2420,26140 +3630180400,20140626T000000,826000.0,4,2.5,3060,7140,2.0,0,0,3,9,3060,0,2006,0,98027,47.5393,-121.998,3240,6218 +3210950510,20140904T000000,535000.0,3,1.0,1330,40259,1.0,0,0,4,7,1330,0,1977,0,98024,47.552,-121.89,1710,34787 +1224069074,20140806T000000,925000.0,4,2.5,3300,101930,2.0,0,0,4,10,3300,0,1991,0,98029,47.576,-121.976,2880,213879 +7625700935,20140605T000000,875000.0,3,3.5,3250,6000,2.0,0,0,3,10,2500,750,2001,0,98136,47.5533,-122.391,1650,6000 +7856610200,20140523T000000,902000.0,4,2.25,2530,9200,1.0,0,0,5,9,1570,960,1976,0,98006,47.5612,-122.152,3030,9400 +7287100135,20141001T000000,423000.0,3,1.0,1830,13900,1.0,0,0,3,7,1830,0,1951,0,98133,47.7654,-122.352,1840,10667 +1023059324,20140623T000000,235000.0,3,1.0,1170,11100,1.0,0,0,4,6,1170,0,1968,0,98059,47.4954,-122.164,2080,8481 +6398000171,20140710T000000,545000.0,2,2.0,2930,14057,1.0,0,2,4,8,1680,1250,1980,0,98070,47.4025,-122.463,2234,61011 +6149700350,20141016T000000,343000.0,2,1.0,1230,7560,1.0,0,0,3,7,1230,0,1961,0,98133,47.7298,-122.34,1270,7560 +9558020890,20150324T000000,334950.0,3,2.5,1620,2930,2.0,0,0,3,8,1620,0,2002,0,98058,47.4491,-122.12,1900,2943 +2624049185,20140909T000000,405000.0,3,1.75,1760,5355,1.0,0,0,3,7,1160,600,1956,0,98118,47.5368,-122.267,1790,6225 +236400260,20141215T000000,220000.0,4,1.0,1440,8250,1.0,0,0,3,7,1440,0,1959,0,98188,47.4325,-122.291,1440,8466 +3826000560,20141002T000000,173000.0,2,1.0,1740,8100,1.0,0,0,3,6,1050,690,1947,0,98168,47.4942,-122.304,960,8100 +7011201245,20141107T000000,655000.0,3,1.0,1270,3600,1.5,0,0,3,7,1270,0,1906,0,98119,47.6368,-122.37,1710,3600 +9222400510,20150107T000000,406000.0,2,1.0,880,3000,1.0,0,0,3,6,880,0,1924,0,98115,47.6749,-122.323,890,3000 +9455200570,20141217T000000,632000.0,6,2.5,2560,8320,1.0,0,0,3,7,1370,1190,1961,0,98125,47.7021,-122.287,2360,7800 +2112700030,20141126T000000,357000.0,5,2.75,1540,4000,1.0,0,0,3,7,1140,400,1990,0,98106,47.533,-122.354,1630,4000 +8658300260,20141209T000000,361000.0,3,1.75,1150,17585,1.0,0,0,3,7,1150,0,1964,0,98014,47.6503,-121.908,1200,7500 +3996900160,20140708T000000,277000.0,2,1.0,770,8149,1.0,0,0,3,6,770,0,1948,0,98155,47.7458,-122.298,1160,8149 +5561400340,20140605T000000,630000.0,4,3.75,4610,40202,1.0,0,0,4,10,2500,2110,1980,0,98027,47.4599,-122.0,3050,41056 +11900140,20140509T000000,254000.0,3,2.5,1850,4597,2.0,0,0,3,8,1850,0,2003,0,98042,47.3755,-122.136,2210,5000 +6071600340,20141113T000000,472800.0,3,2.25,1840,8400,1.0,0,0,3,8,1290,550,1961,0,98006,47.5497,-122.172,2110,8400 +1231000510,20140922T000000,263000.0,3,1.75,1490,3800,1.0,0,0,3,6,700,790,1913,0,98118,47.5554,-122.27,2180,4000 +1231000510,20150504T000000,510000.0,3,1.75,1490,3800,1.0,0,0,3,6,700,790,1913,0,98118,47.5554,-122.27,2180,4000 +7683800192,20141107T000000,179950.0,3,1.0,960,10125,1.0,0,0,4,7,960,0,1952,0,98003,47.3335,-122.305,1250,9769 +4123400340,20141203T000000,525000.0,4,2.25,1580,7307,1.0,0,0,3,8,1160,420,1973,0,98027,47.569,-122.086,2020,7458 +5458300685,20140520T000000,479000.0,3,2.5,1260,889,3.0,0,0,3,8,1260,0,2008,0,98109,47.6277,-122.345,1340,1324 +194000505,20140904T000000,651000.0,3,2.0,1940,6440,1.0,0,2,5,7,970,970,1940,0,98116,47.5664,-122.389,1730,4640 +3885804305,20140911T000000,949000.0,4,1.75,2490,7834,1.0,0,3,4,8,1240,1250,1958,0,98033,47.6851,-122.209,3210,7834 +3971700560,20150421T000000,392400.0,5,2.5,2520,27951,1.5,0,0,3,7,1890,630,1942,1970,98155,47.7733,-122.318,1830,14373 +8585400135,20141105T000000,585000.0,4,1.75,1760,5356,1.0,0,0,4,7,920,840,1950,0,98115,47.679,-122.288,1680,5184 +8691500990,20141212T000000,460000.0,4,2.5,4190,7504,2.0,0,0,3,7,4190,0,2004,0,98058,47.4394,-122.114,2480,6727 +2770606685,20140813T000000,470000.0,3,1.0,1170,4400,1.0,0,0,3,7,870,300,1951,0,98199,47.6584,-122.391,1240,4400 +8856971000,20150406T000000,245000.0,3,2.5,1600,4271,2.0,0,0,3,7,1600,0,2003,0,98038,47.386,-122.036,1520,3225 +1026049082,20141125T000000,500000.0,4,2.0,2760,27631,2.0,0,0,4,8,1800,960,1978,0,98155,47.7484,-122.291,2490,13158 +2095800400,20141113T000000,455000.0,3,2.5,2090,8653,2.0,0,0,3,8,2090,0,1989,0,98011,47.7498,-122.184,2090,6396 +7852030240,20150408T000000,485500.0,4,2.5,2320,3974,2.0,0,0,3,7,2320,0,1999,0,98065,47.532,-121.88,2620,4539 +6321000045,20141222T000000,1875000.0,5,3.25,4110,7920,2.0,0,3,3,9,3150,960,1921,0,98122,47.617,-122.282,3890,7800 +3751600030,20140717T000000,100000.0,2,1.0,770,17334,1.0,0,0,3,7,770,0,1978,0,98001,47.2997,-122.269,1480,17334 +4046500510,20140905T000000,307000.0,3,1.75,1410,16105,1.0,0,0,3,7,1410,0,1982,0,98014,47.6927,-121.913,1550,18615 +8029520240,20141010T000000,475000.0,4,3.5,3660,14401,2.0,0,0,3,10,2660,1000,1994,0,98023,47.3076,-122.396,2780,10653 +7016310030,20150219T000000,330000.0,4,2.5,2180,7210,1.0,0,0,3,7,1190,990,1972,0,98011,47.7419,-122.181,2070,7210 +1238500451,20150209T000000,130000.0,3,1.0,1110,7520,1.0,0,0,4,7,1110,0,1960,0,98033,47.683,-122.176,1440,8400 +4401150070,20140623T000000,320000.0,3,2.5,2280,7417,2.0,0,0,3,8,2280,0,1998,0,98001,47.3557,-122.278,2370,6443 +3331000070,20140606T000000,735000.0,4,2.5,2820,6180,2.0,0,0,3,9,2050,770,2013,0,98118,47.5529,-122.281,1390,4635 +2636900126,20150312T000000,365000.0,4,2.5,1570,9600,1.0,0,0,3,7,800,770,1972,0,98155,47.7757,-122.303,1340,9110 +1842900030,20150416T000000,234000.0,3,1.5,1200,11935,1.0,0,0,4,7,1200,0,1968,0,98042,47.3434,-122.082,1350,11935 +1761300310,20140827T000000,211000.0,4,2.0,1710,8288,1.5,0,0,3,7,1710,0,1970,0,98031,47.3947,-122.174,1710,7200 +5249800729,20150330T000000,680000.0,6,3.5,3000,6320,2.0,0,2,3,8,2400,600,1969,0,98118,47.562,-122.279,1720,6360 +5104511600,20141112T000000,457000.0,4,3.0,2800,7845,2.0,0,0,3,8,2800,0,2002,0,98038,47.3544,-122.013,2800,6977 +8663370060,20141009T000000,349000.0,3,2.25,1640,7261,2.0,0,0,3,7,1640,0,1989,0,98034,47.7192,-122.176,1640,6789 +613400030,20141024T000000,360000.0,3,2.75,2030,6840,1.0,0,0,3,7,1210,820,1979,0,98108,47.5413,-122.299,1910,6365 +6004510240,20150414T000000,350000.0,4,2.5,2530,10155,2.0,0,0,3,8,2530,0,1998,0,98042,47.351,-122.146,2330,7205 +1450100070,20150430T000000,208000.0,3,1.0,990,7420,1.0,0,0,5,6,990,0,1960,0,98002,47.2898,-122.221,1010,7420 +6117501820,20140618T000000,250275.0,2,1.0,790,11234,1.0,0,0,4,6,790,0,1942,0,98166,47.4413,-122.349,1930,11871 +6117501820,20150428T000000,435000.0,2,1.0,790,11234,1.0,0,0,4,6,790,0,1942,0,98166,47.4413,-122.349,1930,11871 +5420300240,20141205T000000,270000.0,3,1.75,1800,7763,1.0,0,0,3,6,1470,330,1984,0,98030,47.3766,-122.184,1440,7483 +4140900140,20140527T000000,438000.0,3,1.75,1650,12940,1.0,0,0,4,7,1650,0,1961,0,98028,47.7629,-122.268,2830,12600 +1630700135,20141119T000000,659000.0,4,2.0,1980,23625,2.0,0,0,3,8,1980,0,1938,1984,98072,47.7553,-122.092,2300,24640 +5166700055,20150504T000000,645000.0,4,2.75,2340,6350,1.0,0,0,4,7,1310,1030,1974,0,98126,47.5559,-122.379,2020,6350 +3224600310,20141030T000000,685100.0,4,2.5,2790,5423,2.0,0,0,3,9,2790,0,1999,0,98074,47.6085,-122.017,2450,6453 +7227802030,20140623T000000,350000.0,7,3.0,2800,9569,1.0,0,2,3,7,1400,1400,1963,0,98056,47.5102,-122.183,2150,7333 +226059078,20150227T000000,375000.0,2,1.0,1840,81892,1.0,0,0,3,6,1840,0,1955,0,98072,47.7694,-122.124,2550,40089 +1796100140,20140715T000000,170000.0,3,1.5,1350,81549,1.0,0,0,2,7,1350,0,1966,0,98092,47.3099,-122.09,2220,93825 +5309100140,20140624T000000,880000.0,4,2.5,3030,3841,3.0,0,0,3,9,3030,0,2005,0,98117,47.6781,-122.369,1080,4922 +8658300510,20150419T000000,410500.0,4,2.5,1980,5000,2.0,0,0,3,8,1980,0,2008,0,98014,47.6492,-121.908,1400,8500 +8691300060,20141023T000000,780000.0,4,2.5,3690,13609,2.0,0,2,3,10,3690,0,1996,0,98075,47.5872,-121.972,3600,13609 +9103000393,20140910T000000,1225000.0,5,4.5,3732,4426,2.5,0,0,3,10,2932,800,2001,0,98112,47.6189,-122.288,2950,4000 +8682281170,20141113T000000,449000.0,2,1.75,1510,6852,1.0,0,0,3,8,1510,0,2005,0,98053,47.7073,-122.012,1510,5912 +472000055,20140514T000000,546000.0,3,1.75,2000,5000,1.0,0,0,4,7,1110,890,1921,0,98117,47.6859,-122.399,1750,5000 +2473400570,20140516T000000,317000.0,3,2.0,1760,11410,1.0,0,0,5,7,1060,700,1977,0,98058,47.4528,-122.163,1680,9165 +3449500135,20140625T000000,276900.0,3,1.0,1270,7566,1.0,0,0,4,7,1270,0,1958,0,98056,47.5074,-122.175,1780,7520 +1926049355,20141028T000000,399000.0,5,2.0,2620,7030,1.0,0,0,3,8,1420,1200,1965,0,98133,47.7338,-122.352,1360,7964 +8650000070,20140808T000000,495000.0,5,2.75,2630,10165,1.0,0,0,4,8,1690,940,1976,0,98027,47.5196,-122.049,2440,10165 +8732131200,20140808T000000,258000.0,3,1.75,2270,9000,1.0,0,0,4,8,1330,940,1978,0,98023,47.3077,-122.381,2090,8400 +1624079051,20140710T000000,600000.0,2,2.5,2410,102366,1.0,0,0,4,7,1940,470,1912,1989,98024,47.5629,-121.918,2460,310582 +993001629,20141117T000000,265000.0,3,2.75,1120,881,3.0,0,0,3,8,1120,0,1999,0,98103,47.6914,-122.343,1120,1087 +3832711040,20150424T000000,321000.0,5,2.75,3030,7000,1.0,0,0,4,7,1540,1490,1978,0,98032,47.3661,-122.28,1790,7330 +5244801230,20140829T000000,682000.0,5,2.25,2120,4000,1.5,0,0,4,7,1720,400,1910,0,98109,47.644,-122.353,1960,4000 +2798600240,20141114T000000,295700.0,4,2.5,1720,5805,2.0,0,0,3,8,1720,0,2000,0,98092,47.3286,-122.208,2360,7700 +5701800030,20140506T000000,609000.0,4,2.5,2150,37981,2.0,0,0,3,9,2150,0,1985,0,98052,47.7227,-122.098,2450,37981 +7636800041,20140625T000000,995000.0,3,4.5,4380,47044,2.0,1,3,3,9,3720,660,1968,1990,98166,47.4734,-122.365,2460,18512 +3904901200,20140818T000000,530000.0,3,2.25,2010,11817,2.0,0,0,4,8,2010,0,1986,0,98029,47.5665,-122.023,2190,10168 +4109600055,20141229T000000,614000.0,5,2.5,3150,5150,2.0,0,0,5,8,1870,1280,1907,2004,98118,47.5506,-122.269,1550,5150 +3339400349,20141124T000000,390000.0,3,2.5,2500,21780,1.0,0,0,3,8,1770,730,1986,0,98092,47.3282,-122.198,2670,23400 +7202340370,20141110T000000,467000.0,3,2.5,1690,6642,2.0,0,0,3,7,1690,0,2004,0,98053,47.6793,-122.033,2120,5080 +9477500060,20140813T000000,484000.0,6,2.5,3300,13501,1.0,0,0,3,8,2060,1240,1980,0,98059,47.5116,-122.163,2060,8745 +4310701600,20141113T000000,340000.0,3,2.5,1240,1115,3.0,0,0,3,8,1240,0,2003,0,98103,47.6985,-122.34,1410,1355 +2215450060,20141223T000000,302495.0,3,2.5,2200,7201,2.0,0,0,3,8,2200,0,1994,0,98030,47.3821,-122.207,2250,7240 +2919702075,20140925T000000,532500.0,3,1.75,1620,3360,1.0,0,0,5,7,980,640,1927,0,98117,47.6886,-122.361,1400,3840 +8079030350,20140910T000000,441500.0,3,2.5,2420,9592,2.0,0,0,3,8,1780,640,1993,0,98059,47.5093,-122.153,2420,9145 +7893804340,20140724T000000,470000.0,4,2.5,2680,8062,1.0,0,3,4,7,1530,1150,1967,0,98198,47.4132,-122.328,1920,8600 +4389200765,20140625T000000,2300000.0,4,3.25,4250,8570,2.0,0,0,3,9,4250,0,2004,0,98004,47.6154,-122.21,2830,12821 +1822069116,20141217T000000,590000.0,3,2.5,2400,99752,1.0,0,0,3,9,2400,0,1996,0,98058,47.3917,-122.084,2800,98010 +7276100282,20140729T000000,320000.0,3,1.75,2300,12000,1.0,0,0,3,8,1770,530,1942,0,98133,47.7599,-122.343,2030,6000 +567000392,20141103T000000,363000.0,2,2.0,920,1201,2.0,0,0,3,8,800,120,2009,0,98144,47.5926,-122.295,1150,1161 +5729200030,20140707T000000,747500.0,4,2.25,2350,18600,2.0,0,0,4,9,2350,0,1977,0,98028,47.7473,-122.257,2880,14400 +8682220390,20140723T000000,750000.0,2,2.5,2630,7957,2.0,0,0,3,8,2630,0,2003,0,98053,47.7106,-122.023,2305,7220 +9828700200,20140505T000000,831000.0,4,3.0,2170,4000,2.0,0,0,4,9,1610,560,1982,2011,98112,47.6196,-122.292,1670,4000 +7852180560,20150424T000000,403000.0,3,2.5,1700,4125,2.0,0,0,3,7,1700,0,2004,0,98065,47.5305,-121.854,1970,4105 +3655400060,20140808T000000,445000.0,3,2.5,2470,4565,2.0,0,0,3,7,2470,0,2005,0,98056,47.514,-122.189,2470,5064 +7955030060,20150326T000000,345000.0,3,1.0,1250,17380,1.0,0,0,4,7,1250,0,1970,0,98072,47.7502,-122.108,1410,18200 +8964800445,20150209T000000,2260000.0,3,3.5,3110,14872,1.0,0,0,3,10,3110,0,2003,0,98004,47.6178,-122.209,3110,12433 +6204410200,20140616T000000,371025.0,3,2.0,1530,8925,1.0,0,0,3,7,1530,0,1977,0,98011,47.736,-122.199,2040,8856 +7625702400,20140730T000000,355000.0,2,1.0,960,6250,1.0,0,0,3,6,960,0,1916,0,98136,47.5491,-122.386,1350,6250 +5113200310,20140909T000000,270000.0,3,1.0,1240,14110,1.0,0,0,4,7,1240,0,1972,0,98058,47.4579,-122.09,2060,19350 +7893802800,20140605T000000,425000.0,4,2.75,2440,15349,2.0,0,1,4,7,2440,0,1957,0,98198,47.4117,-122.333,2280,9250 +2473003210,20150313T000000,364808.0,3,1.75,2320,7875,1.0,0,0,3,8,1620,700,1967,0,98058,47.4524,-122.146,1990,9720 +1402600570,20150113T000000,320000.0,3,2.25,1580,6561,1.0,0,0,3,8,1200,380,1981,0,98058,47.4394,-122.14,1710,7241 +8944460030,20141014T000000,325000.0,4,2.5,2963,5797,2.0,0,0,3,9,2963,0,2006,0,98030,47.3831,-122.185,2665,6119 +2473480560,20140904T000000,350000.0,3,2.25,2470,10290,2.0,0,0,3,8,2230,240,1984,0,98058,47.4459,-122.124,1970,10150 +3365900465,20150219T000000,170000.0,3,1.5,1370,10176,1.0,0,0,3,6,1370,0,1947,0,98168,47.4738,-122.263,1650,10176 +5341600030,20140509T000000,255000.0,2,1.0,960,28717,1.0,0,0,4,6,960,0,1984,0,98070,47.3356,-122.502,1860,28717 +6073500160,20141210T000000,550000.0,3,1.0,1130,7500,1.0,0,0,3,7,880,250,1947,0,98117,47.6973,-122.389,2190,5250 +2025760160,20140703T000000,835000.0,4,4.25,4930,25714,2.0,0,0,3,12,4930,0,2005,0,98092,47.3069,-122.148,3620,23035 +9393700140,20150310T000000,420000.0,3,1.0,1150,5120,1.0,0,0,4,6,800,350,1946,0,98116,47.5588,-122.392,1220,5120 +5458800125,20140514T000000,925000.0,4,2.5,2190,7350,2.5,0,0,5,8,2190,0,1958,0,98040,47.5786,-122.236,1880,7350 +2492200435,20140606T000000,389250.0,2,1.5,1490,4080,1.0,0,0,3,7,930,560,1956,0,98126,47.5344,-122.381,1320,4080 +3759500046,20150501T000000,748000.0,3,2.5,2600,10183,1.0,0,0,3,8,1300,1300,2004,0,98033,47.6984,-122.201,1860,10401 +8648220260,20150324T000000,284000.0,3,1.75,1530,9600,1.0,0,0,3,7,1200,330,1988,0,98042,47.3594,-122.076,1680,9680 +6392001670,20140611T000000,588000.0,4,2.0,1680,5000,1.0,0,0,3,7,980,700,1950,0,98115,47.6858,-122.286,1680,6000 +2026049155,20150320T000000,372500.0,3,1.75,1680,8648,1.0,0,0,4,7,1680,0,1963,0,98133,47.7338,-122.332,1290,8147 +2329800240,20150218T000000,285000.0,4,3.0,1900,7194,2.0,0,0,4,7,1900,0,1988,0,98042,47.3768,-122.117,1690,7194 +3380900125,20140527T000000,360000.0,3,1.0,1570,9467,1.0,0,0,3,7,1570,0,1954,0,98177,47.7683,-122.359,1570,9100 +1324079041,20141118T000000,275000.0,3,1.0,1370,17859,1.0,0,0,4,7,1150,220,1930,0,98024,47.5617,-121.859,1460,47044 +8682230550,20140916T000000,428000.0,2,2.0,1350,4225,1.0,0,0,3,8,1350,0,2003,0,98053,47.7106,-122.03,1660,4225 +853400240,20150325T000000,847000.0,6,2.5,3010,17864,2.0,0,0,3,8,3010,0,1969,0,98177,47.7209,-122.372,2560,11532 +2130702075,20140926T000000,316000.0,3,1.0,1010,7838,1.0,0,0,4,6,1010,0,1977,0,98019,47.7422,-121.981,1380,8128 +3260810260,20150505T000000,375000.0,3,2.5,2050,7205,2.0,0,0,3,8,2050,0,2000,0,98003,47.3487,-122.304,2050,7264 +2878600200,20140508T000000,533000.0,3,1.0,1670,4080,1.0,0,0,3,7,1170,500,1967,0,98115,47.6899,-122.321,1560,4080 +7298040310,20140523T000000,556000.0,5,2.5,3840,16905,2.0,0,0,3,11,3840,0,1991,0,98023,47.2996,-122.342,3270,12133 +766000240,20140915T000000,225000.0,4,2.0,2220,14120,1.0,0,0,3,7,1200,1020,1966,0,98042,47.361,-122.116,1300,9709 +3459700340,20141030T000000,537250.0,4,2.5,2590,9530,1.0,0,0,4,8,1640,950,1978,0,98155,47.7752,-122.285,2710,10970 +2473251180,20141217T000000,255000.0,3,1.0,1180,13650,1.0,0,0,4,7,1180,0,1967,0,98058,47.4551,-122.154,1460,11730 +2407900200,20150409T000000,530000.0,4,2.5,2950,4836,2.0,0,0,3,7,2950,0,2006,0,98059,47.479,-122.129,2120,4750 +7558700030,20150413T000000,5300000.0,6,6.0,7390,24829,2.0,1,4,4,12,5000,2390,1991,0,98040,47.5631,-122.21,4320,24619 +203600140,20150324T000000,595000.0,3,2.75,2150,31238,2.0,0,0,3,9,2150,0,1996,0,98014,47.6596,-121.96,2650,38307 +4037800140,20140814T000000,548000.0,4,2.0,2100,8880,1.0,0,0,4,7,2100,0,1958,0,98008,47.6115,-122.124,1280,9102 +1683600240,20150320T000000,234975.0,3,1.75,1650,8073,1.0,0,0,3,7,1100,550,1980,0,98092,47.3187,-122.182,1280,8073 +1962200036,20140819T000000,600000.0,3,1.75,1620,1325,2.5,0,0,3,9,1430,190,2005,0,98102,47.6498,-122.321,1750,1572 +1775800510,20150324T000000,432000.0,4,1.0,1750,12528,1.0,0,0,4,7,1750,0,1967,0,98072,47.743,-122.097,1550,14120 +1822350070,20150202T000000,455000.0,3,1.5,1380,6657,2.0,0,0,3,7,1380,0,1986,0,98034,47.7085,-122.217,1420,8187 +7772400160,20141024T000000,279950.0,3,1.75,1510,11234,1.0,0,0,3,7,1210,300,1965,0,98155,47.7571,-122.328,2080,9076 +273900030,20141020T000000,267500.0,3,1.5,1600,9072,1.0,0,0,4,7,1600,0,1963,0,98030,47.3737,-122.216,1710,8000 +3323069084,20140909T000000,620000.0,4,2.5,1840,220308,2.0,0,0,3,8,1840,0,2000,0,98038,47.4306,-122.049,1890,65340 +4337000160,20150127T000000,110000.0,2,1.0,830,7590,1.0,0,0,2,6,830,0,1943,0,98166,47.4784,-122.335,980,7590 +9126100550,20140513T000000,625000.0,3,3.5,1810,1846,2.0,0,0,4,8,1440,370,2009,0,98122,47.607,-122.305,1480,3600 +5101405274,20140529T000000,389000.0,2,1.0,910,7000,1.0,0,0,3,7,910,0,1952,0,98115,47.6999,-122.305,1260,7528 +4232400860,20140630T000000,1200000.0,4,2.0,2120,3360,2.0,0,0,3,9,2120,0,1905,0,98112,47.6227,-122.31,2090,3600 +2723069082,20150424T000000,788500.0,4,2.25,2510,133729,2.0,0,0,4,8,2510,0,1977,0,98027,47.4569,-122.02,2510,69696 +7436500270,20140725T000000,567000.0,5,2.25,2100,6936,1.0,0,0,3,8,1600,500,1974,0,98033,47.6737,-122.169,2100,8661 +5153200030,20150113T000000,515000.0,2,2.25,2690,15000,1.0,0,2,3,8,1870,820,1987,0,98023,47.3361,-122.353,2690,15000 +4022900125,20140902T000000,605000.0,4,2.5,2430,11870,1.0,0,0,5,8,1590,840,1968,0,98155,47.7761,-122.285,2430,9600 +7841300505,20141027T000000,430000.0,4,3.75,2452,4800,2.0,0,0,3,7,2452,0,1936,1994,98055,47.4744,-122.213,1180,4800 +573000685,20140717T000000,805000.0,2,1.75,1550,6000,1.0,0,1,3,7,1550,0,1920,0,98199,47.6712,-122.409,2360,6000 +8961990160,20150413T000000,567500.0,3,2.5,2080,4556,2.0,0,0,3,8,2080,0,1999,0,98074,47.6036,-122.014,1530,5606 +1250202255,20140605T000000,647500.0,3,1.75,1290,3870,1.0,0,0,5,7,1290,0,1916,0,98144,47.5873,-122.29,2020,5850 +7234600796,20141126T000000,495000.0,2,1.75,1850,2530,2.5,0,0,4,7,1850,0,1903,0,98122,47.6106,-122.31,1500,1795 +3630180340,20141104T000000,825000.0,4,2.5,3370,5000,2.0,0,0,3,9,3370,0,2006,0,98027,47.541,-121.998,3370,5237 +5104450070,20150309T000000,435000.0,4,2.25,2730,7506,2.0,0,0,4,8,2730,0,1987,0,98058,47.4627,-122.152,2390,8015 +9477100060,20140909T000000,445950.0,3,1.75,1300,7800,1.0,0,0,5,7,1300,0,1968,0,98034,47.7321,-122.195,1520,7344 +4139440830,20140603T000000,960000.0,5,2.75,3040,10257,2.0,0,0,3,10,3040,0,1993,0,98006,47.5531,-122.119,2860,9327 +6772200055,20140917T000000,780000.0,4,3.0,2440,3600,1.5,0,0,5,8,1480,960,1929,0,98103,47.6853,-122.331,1770,4000 +8731982190,20140618T000000,274500.0,3,2.25,1720,9000,1.0,0,0,4,8,1320,400,1969,0,98023,47.3191,-122.383,1930,8000 +6300000335,20150429T000000,729953.0,5,3.0,3230,5167,1.5,0,0,4,8,2000,1230,1909,0,98133,47.7053,-122.34,1509,1626 +9301300751,20140728T000000,464950.0,3,1.5,1200,890,2.0,0,0,3,8,1030,170,2008,0,98109,47.6384,-122.342,1230,2120 +9542100135,20141112T000000,620000.0,4,1.75,2350,18800,1.0,0,2,3,8,2350,0,1959,0,98005,47.5904,-122.177,3050,14640 +8691410700,20150116T000000,735000.0,4,3.5,3100,5600,2.0,0,0,3,9,3100,0,2005,0,98075,47.5968,-121.978,3080,5600 +217500135,20150421T000000,450000.0,4,2.25,2040,9565,1.0,0,0,3,8,1400,640,1959,0,98133,47.7356,-122.335,1890,8580 +3731800055,20140605T000000,450000.0,4,1.0,2000,4676,1.5,0,0,3,7,1250,750,1916,1986,98118,47.5529,-122.268,1140,4676 +7234600786,20140511T000000,842500.0,4,2.5,2160,5298,2.5,0,0,4,9,2160,0,1902,0,98122,47.6106,-122.31,1720,2283 +2423059104,20141008T000000,360000.0,3,2.0,1970,79714,1.0,0,0,3,7,1070,900,1979,0,98058,47.4674,-122.107,1890,36626 +1823039205,20140624T000000,585000.0,3,2.5,2270,100545,2.0,0,0,3,8,2270,0,1998,0,98070,47.4815,-122.47,1277,100545 +2423020260,20140814T000000,461000.0,3,2.25,1850,7923,1.0,0,0,4,7,1150,700,1977,0,98033,47.7011,-122.171,1780,7420 +2695600070,20140818T000000,345000.0,2,1.0,1350,4494,1.0,0,0,3,7,920,430,1949,0,98126,47.5315,-122.38,1470,5225 +6844703240,20140702T000000,1075000.0,3,2.5,3280,10302,1.0,0,0,3,10,1680,1600,1970,0,98115,47.6948,-122.286,1550,6300 +3904940070,20150227T000000,643000.0,4,2.5,2270,8391,2.0,0,0,3,8,2270,0,1988,0,98029,47.574,-122.013,2420,8391 +1939130070,20140929T000000,690000.0,4,2.5,2820,8307,2.0,0,0,3,9,2820,0,1990,0,98074,47.6253,-122.027,2820,8307 +5589300370,20150401T000000,282000.0,4,1.0,1200,11111,1.5,0,0,3,7,1200,0,1949,0,98155,47.7529,-122.306,1350,9113 +3526039116,20141118T000000,549000.0,3,1.75,2000,6130,1.0,0,0,4,8,1120,880,1951,0,98117,47.6925,-122.388,2140,7150 +6821600390,20150108T000000,815000.0,3,2.0,2310,6000,2.0,0,1,4,9,1560,750,1926,0,98199,47.648,-122.395,2000,6000 +1925069082,20150511T000000,2200000.0,5,4.25,4640,22703,2.0,1,4,5,8,2860,1780,1952,0,98052,47.6393,-122.097,3140,14200 +8100400160,20150413T000000,700000.0,3,2.25,2330,11424,2.0,0,0,4,8,2330,0,1984,0,98052,47.6386,-122.11,2050,11448 +5556300102,20140714T000000,933399.0,3,2.5,3940,10360,2.0,0,0,3,9,3110,830,1992,0,98052,47.6468,-122.116,2720,11941 +7222000393,20140703T000000,290000.0,3,1.0,1440,11250,1.0,0,0,3,7,1440,0,1967,0,98055,47.4627,-122.213,2200,11250 +9407001860,20140524T000000,372000.0,4,1.75,1960,9300,1.0,0,0,5,7,1340,620,1979,0,98045,47.4487,-121.772,1500,9752 +9468200140,20140819T000000,450000.0,2,1.75,1250,2890,1.0,0,0,4,7,790,460,1920,0,98103,47.6795,-122.353,1500,3225 +3295950240,20140905T000000,303700.0,3,2.5,1981,5700,2.0,0,0,3,8,1981,0,2010,0,98030,47.3668,-122.178,1981,5894 +3905000340,20140724T000000,672000.0,4,2.5,2440,10049,2.0,0,0,4,9,2440,0,1989,0,98029,47.5744,-121.993,2820,8484 +3374300070,20140623T000000,334000.0,4,1.5,1150,9360,1.5,0,0,3,6,1150,0,1970,0,98034,47.7197,-122.173,1480,8155 +7812800310,20140625T000000,260000.0,2,1.0,1120,5650,1.0,0,0,3,6,1120,0,1944,0,98178,47.4979,-122.241,1270,6875 +7015200685,20140731T000000,749950.0,3,1.75,1800,5700,1.0,0,0,4,8,1000,800,1941,0,98119,47.6491,-122.367,1680,5350 +3521069051,20141223T000000,330000.0,4,2.25,2380,122038,2.0,0,0,4,8,2380,0,1984,0,98022,47.2624,-122.015,2030,48000 +8032700140,20141028T000000,830000.0,5,3.0,2920,2808,2.0,0,0,3,8,2140,780,1960,1992,98103,47.654,-122.342,1620,1544 +6117500320,20140708T000000,1131000.0,3,2.25,2790,13791,1.0,0,3,3,8,2790,0,2006,0,98166,47.4389,-122.351,2720,12600 +7305300045,20140707T000000,320000.0,3,1.0,1560,7552,1.0,0,0,4,6,910,650,1948,0,98155,47.7552,-122.327,1200,8152 +922069139,20150414T000000,260000.0,2,1.0,1550,15250,1.5,0,0,5,7,1550,0,1920,0,98038,47.407,-122.045,1520,34929 +84000335,20140626T000000,225000.0,3,2.0,1700,11475,1.0,0,0,5,6,970,730,1945,0,98146,47.4851,-122.338,1560,11475 +9232400055,20140917T000000,279200.0,1,1.0,640,6350,1.0,0,0,3,5,640,0,1939,0,98117,47.6976,-122.359,1270,6350 +1453600202,20140520T000000,520000.0,4,3.5,2680,10000,2.0,0,0,3,8,2040,640,1942,2014,98125,47.726,-122.296,1530,8000 +3904910520,20140625T000000,505000.0,3,2.5,1860,8060,2.0,0,0,4,8,1860,0,1987,0,98029,47.5674,-122.017,1850,4661 +5469300270,20140506T000000,234000.0,3,1.75,1490,8366,1.0,0,0,4,7,1010,480,1975,0,98042,47.375,-122.14,1490,7469 +8681660060,20140929T000000,503000.0,4,2.5,2470,5044,2.0,0,0,3,9,2470,0,2005,0,98155,47.7728,-122.271,2790,5583 +3902300350,20140806T000000,606000.0,4,2.25,2390,8858,1.0,0,0,4,8,1740,650,1979,0,98033,47.6925,-122.184,2240,8858 +6392003490,20140723T000000,433500.0,3,1.0,1230,6000,1.0,0,0,4,7,780,450,1937,0,98115,47.6839,-122.281,1570,5000 +3342700465,20150123T000000,250000.0,3,1.5,2840,10182,1.0,0,0,3,8,1510,1330,1951,0,98056,47.524,-122.2,2210,9669 +2592210160,20140805T000000,719000.0,3,2.5,2120,9307,2.0,0,0,4,9,2120,0,1984,0,98006,47.5477,-122.141,2290,11524 +616000160,20141210T000000,381000.0,3,2.0,1770,14400,1.0,0,0,4,8,1770,0,1959,0,98166,47.415,-122.337,1900,14400 +1687000270,20140528T000000,267000.0,3,2.5,2495,4400,2.0,0,0,3,8,2495,0,2007,0,98001,47.288,-122.283,2434,4400 +4102000075,20140522T000000,275000.0,1,0.75,1170,14149,1.0,0,0,5,7,880,290,1962,0,98022,47.2653,-121.91,1130,24513 +8078460550,20140513T000000,651000.0,4,2.5,2740,7140,2.0,0,0,3,8,2740,0,1993,0,98074,47.6334,-122.021,2260,7035 +2710600070,20150204T000000,439000.0,2,1.0,1050,5671,1.0,0,0,3,7,850,200,1949,0,98115,47.6767,-122.286,1850,5243 +37000435,20150214T000000,325000.0,2,1.0,1130,5070,1.0,0,0,4,7,1130,0,1955,0,98146,47.5141,-122.377,860,6300 +5100401414,20140502T000000,490000.0,2,1.0,880,6380,1.0,0,0,3,7,880,0,1938,1994,98115,47.6924,-122.322,1340,6380 +5631500254,20141007T000000,519900.0,4,2.5,2403,6172,2.0,0,0,3,9,2403,0,1999,0,98028,47.7361,-122.234,2380,6075 +8567300140,20140723T000000,545000.0,4,2.75,3410,35040,2.0,0,0,3,9,3410,0,1984,0,98038,47.4054,-122.03,2580,37263 +98000060,20140714T000000,1062500.0,4,4.0,5320,20041,2.0,0,0,3,11,5320,0,2003,0,98075,47.5852,-121.966,4640,17268 +2205500400,20140514T000000,542000.0,4,1.75,1900,8250,1.0,0,0,4,7,950,950,1955,0,98006,47.5765,-122.147,1480,8360 +1726069084,20141208T000000,465000.0,4,1.75,1810,21650,2.0,0,0,4,7,1810,0,1961,0,98077,47.7358,-122.076,2700,29680 +8682291840,20150331T000000,408000.0,2,2.0,1200,3900,1.0,0,0,3,8,1200,0,2006,0,98053,47.72,-122.024,1440,5580 +5003600240,20141204T000000,292000.0,4,2.5,2060,5950,2.0,0,0,3,8,2060,0,2000,0,98030,47.3631,-122.192,2242,6406 +5636000400,20140507T000000,253000.0,3,1.75,1250,10122,1.0,0,0,3,7,1250,0,1994,0,98010,47.3277,-122.001,1980,10175 +3298700125,20140905T000000,280000.0,2,1.0,910,4662,1.0,0,0,5,6,910,0,1942,0,98106,47.5232,-122.354,890,6050 +7880000060,20140604T000000,658588.0,3,2.25,2560,41346,2.0,0,0,3,10,2560,0,1986,0,98027,47.4871,-122.065,3040,35395 +7811200310,20141216T000000,635000.0,4,2.25,1920,8910,1.0,0,0,4,8,1200,720,1969,0,98005,47.5897,-122.156,2250,8800 +5255690160,20141009T000000,439000.0,4,2.25,2240,8300,2.0,0,0,3,8,2240,0,1978,0,98011,47.7746,-122.197,2340,8500 +869700320,20140806T000000,300000.0,3,2.5,1260,3855,2.0,0,0,3,8,1260,0,1999,0,98059,47.4908,-122.154,1310,3344 +6052401631,20150205T000000,345000.0,3,1.5,1360,13496,1.0,0,0,4,8,1360,0,1960,0,98198,47.4032,-122.314,1900,10538 +5089700260,20140812T000000,283500.0,4,2.25,2100,8050,2.0,0,0,3,8,2100,0,1978,0,98055,47.4391,-122.193,2190,7700 +9473200105,20140924T000000,425000.0,2,1.0,2110,4920,1.5,0,0,3,7,1460,650,1911,0,98103,47.6872,-122.339,1390,4732 +6678900140,20150319T000000,685000.0,3,1.75,2210,8955,1.0,0,1,3,8,1560,650,1974,0,98033,47.6621,-122.189,2210,8976 +9552700550,20150421T000000,750000.0,3,2.5,2360,12987,2.0,0,0,3,8,2360,0,1983,0,98006,47.5471,-122.149,2480,11665 +2171400218,20150416T000000,245000.0,4,1.5,1280,8000,1.0,0,0,3,6,1280,0,1960,0,98178,47.4949,-122.255,1420,8211 +9122001231,20150403T000000,585444.0,6,3.75,2740,6924,1.0,0,2,3,7,1640,1100,1962,0,98144,47.5816,-122.296,1940,6000 +6639900012,20140917T000000,706000.0,4,2.5,2740,7571,2.0,0,0,3,9,2740,0,2009,0,98033,47.6962,-122.179,2880,7203 +8151601090,20140801T000000,445000.0,4,2.0,2630,9099,1.5,0,0,3,7,1830,800,1944,2009,98146,47.5067,-122.361,1430,6825 +6664900260,20150219T000000,241000.0,3,2.0,1650,6000,1.0,0,0,3,7,1650,0,1990,0,98023,47.2904,-122.353,1870,6000 +7663700030,20150503T000000,1175000.0,2,2.5,1770,7155,2.0,1,4,3,8,1770,0,1957,2004,98155,47.7345,-122.285,2410,10476 +952000055,20150206T000000,530000.0,3,1.0,1500,5750,1.5,0,0,4,7,1050,450,1927,0,98126,47.5677,-122.376,1500,5060 +4292300024,20150302T000000,350000.0,3,1.5,1430,12199,1.0,0,0,3,7,1130,300,1948,0,98133,47.7352,-122.33,1490,8196 +8073000550,20150415T000000,1700000.0,4,3.75,3190,17186,2.0,1,4,3,10,3190,0,1999,0,98178,47.5115,-122.246,2290,13496 +9238450160,20150428T000000,389000.0,3,1.0,1280,9630,1.0,0,0,3,7,1280,0,1968,0,98072,47.7677,-122.163,1300,9453 +6127600036,20141105T000000,799000.0,4,2.75,2390,6820,2.0,0,0,4,7,2140,250,1945,0,98115,47.6788,-122.27,1980,6820 +1370801331,20140804T000000,1400000.0,4,2.5,4040,9630,1.0,0,3,4,9,2020,2020,1951,0,98199,47.6408,-122.41,3160,8025 +3500100226,20141229T000000,340895.0,2,1.0,920,8612,1.0,0,0,5,7,920,0,1947,0,98155,47.734,-122.301,1500,7956 +319500570,20140505T000000,780000.0,4,2.5,2730,10281,2.0,0,2,3,9,2730,0,1996,0,98074,47.6227,-122.029,2750,7220 +3751604974,20141204T000000,350000.0,2,1.5,1320,73600,1.0,0,0,3,7,1320,0,1993,0,98001,47.2755,-122.271,1320,33600 +7852030320,20150217T000000,470000.0,3,2.5,2620,4874,2.0,0,0,3,7,2620,0,1999,0,98065,47.5328,-121.879,2360,4231 +2481630070,20150128T000000,914600.0,4,3.0,3180,80837,2.0,0,0,3,11,3180,0,1985,0,98072,47.7336,-122.134,3180,38715 +4299000030,20140923T000000,354000.0,4,2.5,2900,4762,2.0,0,0,3,8,2900,0,2005,0,98042,47.3663,-122.129,2900,5173 +3886902590,20150226T000000,470000.0,5,2.0,1900,6000,1.5,0,0,4,6,1900,0,1920,0,98033,47.6831,-122.186,2110,8400 +9178601000,20140730T000000,715000.0,3,2.0,1760,5400,1.0,0,0,5,7,1160,600,1927,0,98103,47.6558,-122.331,1640,5400 +2861100030,20141007T000000,265000.0,2,1.0,760,4000,1.0,0,0,4,6,760,0,1950,0,98108,47.5466,-122.304,1640,4500 +9471200370,20150330T000000,2537000.0,4,3.0,3710,20000,2.0,0,2,5,10,2760,950,1936,0,98105,47.6696,-122.261,3970,20000 +625049286,20140815T000000,640000.0,3,1.0,1530,4944,1.0,0,0,3,7,1530,0,1950,0,98103,47.6857,-122.341,1500,4944 +133000135,20141120T000000,290000.0,4,1.75,1990,18900,2.0,0,0,4,7,1870,120,1929,0,98168,47.5131,-122.313,1710,12400 +7214700830,20140513T000000,480000.0,5,4.75,3830,35000,1.0,0,0,3,8,2130,1700,1976,0,98077,47.7597,-122.079,2750,36150 +4473400045,20140826T000000,535000.0,3,2.0,2040,5600,1.0,0,1,5,7,1120,920,1954,0,98144,47.5959,-122.293,2120,4958 +9413600350,20140829T000000,907000.0,3,1.75,2170,12220,1.0,0,0,5,8,2170,0,1965,0,98033,47.6537,-122.195,1980,9000 +1138010520,20140601T000000,459000.0,3,1.75,1620,7330,1.0,0,0,4,7,1090,530,1974,0,98034,47.7148,-122.213,1380,7191 +7431500341,20150424T000000,1355000.0,3,2.5,3600,21399,1.0,0,3,3,9,2310,1290,1950,2007,98008,47.6191,-122.099,2830,17559 +8830400135,20150305T000000,264950.0,3,1.5,1470,11599,1.0,0,0,3,7,1070,400,1967,0,98030,47.3632,-122.188,1580,9760 +5694000710,20141107T000000,352950.0,3,1.0,1760,3000,1.5,0,0,1,6,1760,0,1900,0,98103,47.6598,-122.348,1320,1266 +1951820070,20140822T000000,491500.0,3,2.25,2230,13100,1.0,0,0,4,8,1510,720,1974,0,98006,47.5413,-122.174,2010,10650 +6137500320,20140625T000000,1229000.0,4,3.5,3770,37034,2.0,0,0,3,10,2830,940,1989,0,98007,47.6463,-122.151,3200,36342 +6703100070,20150406T000000,369500.0,3,1.0,1200,9194,1.0,0,0,4,7,1200,0,1952,0,98155,47.7362,-122.319,1330,8650 +339350070,20150318T000000,566000.0,3,2.5,2090,6294,2.0,0,0,3,9,2090,0,2004,0,98052,47.686,-122.095,2520,5735 +7399300860,20140825T000000,290000.0,3,2.25,1500,7308,1.0,0,0,4,7,1210,290,1968,0,98055,47.4621,-122.187,1480,7400 +8907500070,20150413T000000,5350000.0,5,5.0,8000,23985,2.0,0,4,3,12,6720,1280,2009,0,98004,47.6232,-122.22,4600,21750 +8651430560,20140522T000000,180000.0,3,1.0,870,5330,1.0,0,0,3,6,870,0,1969,2014,98042,47.369,-122.077,840,5200 +2228900270,20140812T000000,215000.0,2,1.0,1010,6000,1.0,0,0,4,6,1010,0,1944,0,98133,47.771,-122.353,1610,7313 +2228900270,20150212T000000,302000.0,2,1.0,1010,6000,1.0,0,0,4,6,1010,0,1944,0,98133,47.771,-122.353,1610,7313 +6880200030,20150410T000000,352500.0,3,1.75,1860,7881,1.0,0,0,3,7,1160,700,1986,0,98198,47.3855,-122.322,1490,7527 +7227501170,20140626T000000,235867.0,4,2.0,1330,5926,1.0,0,0,4,5,1330,0,1942,0,98056,47.496,-122.19,1150,5485 +7504460200,20140717T000000,500000.0,3,2.25,1760,11946,2.0,0,0,3,8,1760,0,1978,0,98074,47.624,-122.05,2080,12068 +1559900200,20150326T000000,382000.0,3,2.25,1800,4500,2.0,0,0,3,7,1800,0,1995,0,98019,47.7462,-121.98,1760,6589 +546000400,20150422T000000,515000.0,5,2.5,1690,2402,1.5,0,0,3,7,990,700,1930,0,98117,47.6903,-122.38,1200,4005 +1596600060,20150501T000000,250000.0,1,1.0,660,2600,1.0,0,0,3,6,660,0,1919,0,98144,47.5723,-122.304,1560,5445 +6021501920,20140627T000000,672500.0,3,2.25,2400,5300,1.5,0,0,4,7,1250,1150,1939,0,98117,47.6876,-122.384,1540,4800 +3275860270,20141022T000000,755000.0,3,2.25,3020,13031,2.0,0,0,3,9,3020,0,1989,0,98052,47.6897,-122.098,2480,10204 +5457300703,20150320T000000,707500.0,3,1.0,1500,2555,2.0,0,2,3,7,1500,0,1910,0,98109,47.627,-122.353,1820,2555 +2919700885,20140826T000000,459000.0,4,2.0,1560,3840,1.0,0,0,4,6,960,600,1924,0,98117,47.6882,-122.365,1560,4800 +1951500030,20150204T000000,140000.0,3,1.0,1090,10620,1.5,0,0,3,7,1090,0,1959,0,98032,47.3748,-122.294,1380,10620 +9550200310,20140811T000000,495000.0,2,1.0,970,4284,1.0,0,0,3,7,970,0,1905,0,98103,47.6667,-122.333,2050,4284 +3630120700,20140513T000000,757000.0,3,3.25,3190,5283,2.0,0,0,3,9,3190,0,2007,0,98029,47.5534,-122.002,2950,5198 +3630120700,20150107T000000,765000.0,3,3.25,3190,5283,2.0,0,0,3,9,3190,0,2007,0,98029,47.5534,-122.002,2950,5198 +6370000070,20140919T000000,359000.0,4,1.5,1890,6052,1.0,0,0,4,7,1890,0,1955,0,98125,47.7055,-122.3,1510,6072 +7935000125,20140605T000000,440000.0,3,1.0,1050,7500,1.0,0,0,3,6,1050,0,1900,0,98136,47.5473,-122.396,1380,7500 +3034200058,20140529T000000,400000.0,4,1.5,1390,7200,1.0,0,0,3,7,1140,250,1965,0,98133,47.7224,-122.332,1630,7702 +2856102336,20150325T000000,652000.0,3,2.0,1700,4080,1.0,0,0,4,7,850,850,1941,0,98117,47.6785,-122.393,1480,5100 +2523039239,20140530T000000,260000.0,3,1.75,1050,5850,1.0,0,0,3,7,1050,0,1980,0,98166,47.4574,-122.358,1220,8880 +5452800310,20150420T000000,1328000.0,5,3.0,3340,10796,1.0,0,2,3,9,2120,1220,1964,1990,98040,47.5421,-122.229,3290,12955 +2724069070,20150220T000000,519500.0,4,2.0,1540,17859,1.0,0,0,3,6,1540,0,1964,0,98027,47.5326,-122.032,1390,9688 +6690500320,20141027T000000,650000.0,3,1.0,1710,5992,1.5,0,0,4,7,1560,150,1928,0,98103,47.6861,-122.354,1240,3001 +2413301070,20150324T000000,280000.0,4,2.25,2100,8075,2.0,0,0,3,8,2100,0,1978,0,98003,47.3251,-122.329,2100,7464 +1562100030,20140910T000000,515000.0,4,1.75,1730,7980,1.0,0,0,4,8,1730,0,1965,0,98007,47.6219,-122.138,2080,8400 +7941140070,20150318T000000,400000.0,3,2.25,1500,2692,2.0,0,0,3,7,1500,0,1986,0,98034,47.7159,-122.203,1470,2418 +1703050520,20150414T000000,652100.0,3,2.5,2380,5017,2.0,0,0,3,9,2380,0,2003,0,98074,47.6297,-122.021,2670,6066 +2412600030,20140623T000000,235000.0,6,3.0,2180,7956,2.0,0,0,3,7,2180,0,1980,0,98003,47.3054,-122.305,2214,7684 +5266300140,20150408T000000,701000.0,4,1.5,1840,10080,2.0,0,0,3,8,1840,0,1907,0,98118,47.5575,-122.279,1830,5040 +11520030,20140624T000000,640000.0,4,2.5,2341,9594,2.0,0,0,3,9,2341,0,1997,0,98052,47.6993,-122.115,2850,9421 +7202290140,20140728T000000,455800.0,3,2.5,1690,4584,2.0,0,0,3,7,1690,0,2002,0,98053,47.6866,-122.043,1600,3164 +8161010060,20141218T000000,504750.0,3,2.5,2490,21937,2.0,0,0,3,8,2490,0,1993,0,98014,47.6442,-121.898,2450,21937 +8562900710,20140711T000000,483000.0,3,3.0,2440,15540,2.0,0,0,3,9,2440,0,1992,0,98074,47.6104,-122.06,2440,15283 +8888000055,20141230T000000,530000.0,3,0.75,920,20412,1.0,1,2,5,6,920,0,1950,0,98070,47.4781,-122.49,1162,54705 +3395800295,20140711T000000,250000.0,2,1.0,1030,8786,1.0,0,0,3,6,1030,0,1956,0,98146,47.4814,-122.341,1480,8121 +5557320030,20140924T000000,229950.0,5,2.75,2000,5885,1.0,0,0,3,7,1260,740,1994,0,98023,47.3155,-122.347,1960,6514 +2909300640,20140723T000000,884744.0,4,3.5,4210,9414,2.0,0,0,3,9,4210,0,2001,0,98074,47.6067,-122.022,3950,8880 +5202500030,20150401T000000,514000.0,3,1.5,1610,9964,1.0,0,0,3,7,1080,530,1977,0,98052,47.6681,-122.143,1610,9964 +5561300640,20150506T000000,532000.0,3,2.25,1910,35015,1.0,0,0,4,8,1430,480,1977,0,98027,47.4672,-122.006,2340,36680 +3449900030,20140911T000000,423000.0,4,2.5,2660,5539,2.0,0,0,3,8,2660,0,2004,0,98059,47.4981,-122.162,2380,5539 +952003435,20140826T000000,420000.0,2,1.0,820,4025,1.0,0,2,5,6,820,0,1922,0,98126,47.5649,-122.38,1410,5750 +6204200340,20141110T000000,521000.0,3,1.75,1730,18250,1.0,0,0,3,8,1730,0,1988,0,98011,47.737,-122.201,2180,10027 +1737100830,20150205T000000,577000.0,4,2.25,2360,7490,2.0,0,0,3,8,2360,0,1979,0,98033,47.6988,-122.169,2360,7490 +2207200520,20140929T000000,425000.0,3,1.0,970,8040,1.0,0,0,3,7,970,0,1956,0,98007,47.603,-122.132,1250,7000 +3818400060,20141031T000000,495000.0,4,2.5,2460,4862,2.0,0,0,3,8,2460,0,2004,0,98028,47.7719,-122.235,2900,4895 +9264960560,20141001T000000,340000.0,3,2.5,2690,8577,2.0,0,0,3,9,2690,0,1987,0,98023,47.3026,-122.351,2570,8066 +6362900172,20140923T000000,499950.0,3,3.5,1820,1991,2.0,0,0,3,8,1430,390,2014,0,98144,47.596,-122.298,1550,1460 +9272200810,20150316T000000,1218000.0,4,3.0,3470,4750,2.0,0,2,3,9,2370,1100,2014,0,98116,47.5917,-122.386,2420,4761 +3629160060,20150227T000000,720000.0,4,2.75,3370,7634,1.0,0,2,5,8,2110,1260,1977,0,98056,47.5259,-122.204,2460,7634 +4324200060,20150312T000000,249000.0,3,1.5,1700,8247,1.0,0,0,3,7,1010,690,1970,0,98031,47.4216,-122.174,1440,8400 +3830620710,20140613T000000,206135.0,3,1.0,1340,11070,1.0,0,0,4,7,1340,0,1978,0,98030,47.3527,-122.178,1650,7630 +3276900030,20141006T000000,300000.0,5,2.75,2000,9276,2.0,0,0,4,7,2000,0,1968,0,98055,47.444,-122.19,1240,8270 +4058800830,20150318T000000,612000.0,6,3.0,3840,14040,1.5,0,3,3,8,2460,1380,1949,0,98178,47.506,-122.241,2170,6765 +6202600070,20141106T000000,1102030.0,5,2.5,3890,27311,2.0,0,2,3,10,3890,0,1950,1990,98177,47.7291,-122.363,3160,22641 +8581200030,20150224T000000,230000.0,4,2.0,1220,9100,1.5,0,0,4,7,1220,0,1970,0,98023,47.2964,-122.376,1160,7700 +2771601940,20150504T000000,850000.0,3,1.0,2280,4600,1.0,0,2,3,8,1250,1030,1936,0,98119,47.6378,-122.372,1910,4000 +2214800270,20140925T000000,355000.0,4,2.5,2770,7000,1.0,0,0,4,7,1940,830,1979,0,98001,47.3396,-122.256,2140,7684 +7312000240,20140623T000000,442000.0,4,2.5,2520,7253,2.0,0,0,3,9,2520,0,1990,0,98059,47.5148,-122.159,2570,8359 +8562890560,20140626T000000,399000.0,4,3.0,3060,5000,2.0,0,0,3,8,3060,0,2001,0,98042,47.3786,-122.126,3060,5668 +4136930310,20141106T000000,360000.0,4,2.5,2390,7115,2.0,0,0,3,9,2390,0,1999,0,98092,47.2593,-122.222,2600,7916 +1328330350,20150213T000000,390000.0,3,1.75,1320,7725,1.0,0,0,3,8,1320,0,1978,0,98058,47.4425,-122.133,2020,7210 +5255690060,20150318T000000,413000.0,5,2.5,2900,8711,1.0,0,0,3,8,1650,1250,1977,0,98011,47.7752,-122.197,2340,8869 +402000260,20150211T000000,190000.0,2,1.0,700,9500,1.0,0,0,3,6,700,0,1951,0,98118,47.5294,-122.276,1020,5617 +7787110060,20141013T000000,432900.0,3,2.5,2210,9226,2.0,0,0,3,8,2210,0,1998,0,98045,47.4849,-121.782,2430,8902 +8651580310,20140528T000000,621138.0,3,2.25,2180,7741,2.0,0,0,3,9,2180,0,1986,0,98074,47.6482,-122.072,2300,8581 +3705000060,20140604T000000,270000.0,3,2.25,2080,4252,1.5,0,0,3,7,1550,530,2003,0,98042,47.4203,-122.157,2080,2275 +7525410060,20150109T000000,610000.0,4,2.25,2090,35040,1.0,0,0,3,8,1490,600,1980,0,98075,47.5739,-122.032,2910,21132 +3295700060,20140602T000000,500000.0,3,2.0,1720,5525,1.0,0,2,5,7,960,760,1941,0,98108,47.559,-122.298,1760,5525 +8121500060,20140807T000000,715000.0,4,2.25,2460,40635,1.0,0,0,5,8,2460,0,1968,0,98053,47.6627,-122.032,2250,40635 +3728800320,20140529T000000,264000.0,3,1.5,1470,14821,1.0,0,0,4,7,1470,0,1958,0,98042,47.3658,-122.148,1760,15370 +6003501535,20140828T000000,550000.0,3,1.75,1650,3200,1.5,0,0,3,8,1650,0,1901,0,98102,47.6209,-122.317,1500,2400 +2621750340,20141015T000000,337000.0,3,2.0,1690,9087,1.0,0,0,3,8,1690,0,1997,0,98042,47.3724,-122.108,2090,8100 +3445000274,20150513T000000,170000.0,3,1.0,970,8710,1.0,0,0,4,6,970,0,1962,0,98198,47.4167,-122.302,1280,11805 +3288200030,20140829T000000,405000.0,4,2.5,2030,9095,1.0,0,0,4,7,1130,900,1972,0,98034,47.7321,-122.185,1940,8000 +4188000640,20140911T000000,775000.0,4,2.5,2540,28563,1.0,0,0,3,10,2540,0,1984,0,98052,47.7185,-122.114,2790,20301 +2558730070,20140825T000000,425000.0,3,2.25,1570,7475,1.0,0,0,4,7,1200,370,1983,0,98034,47.7223,-122.174,1700,7230 +7923500060,20140922T000000,713000.0,5,2.75,2580,9242,2.0,0,2,4,8,1720,860,1967,0,98007,47.5943,-122.133,2240,9316 +8016300030,20141103T000000,555000.0,5,2.5,2090,8712,1.0,0,0,3,8,1420,670,1966,0,98008,47.5968,-122.127,2490,8712 +3629920830,20150506T000000,810000.0,4,2.5,3260,5608,2.0,0,0,3,9,3260,0,2003,0,98029,47.5453,-121.995,3010,5608 +4054510270,20140827T000000,1250000.0,4,3.75,3830,41263,2.0,0,0,4,11,3830,0,1990,0,98077,47.7237,-122.042,5600,56568 +2864600105,20140624T000000,819000.0,3,3.5,2130,6150,2.0,0,2,5,8,1530,600,1908,0,98199,47.6491,-122.405,2040,5381 +8165500830,20150327T000000,409900.0,3,2.5,1690,1200,2.0,0,0,3,8,1410,280,2013,0,98106,47.5389,-122.367,1690,1760 +4395600060,20140630T000000,935000.0,2,2.5,1780,2067,2.0,0,0,5,9,1780,0,1974,0,98004,47.6132,-122.21,2320,2067 +4444800045,20150420T000000,657500.0,4,1.75,1620,7560,1.0,0,3,4,7,1380,240,1947,0,98117,47.6981,-122.4,2170,8650 +1115300270,20150428T000000,900000.0,6,3.75,4210,6105,2.0,0,0,3,9,3280,930,2008,0,98059,47.5211,-122.157,3820,6368 +5363200200,20150402T000000,932800.0,5,3.25,2980,7095,2.5,0,0,3,9,2980,0,1998,2007,98115,47.6919,-122.294,1670,7140 +6067900640,20150420T000000,391000.0,3,2.0,1490,9000,1.0,0,0,4,8,1490,0,1977,0,98006,47.5455,-122.184,2190,9000 +4279200060,20141230T000000,420000.0,4,2.5,2110,9825,2.0,0,0,3,8,2110,0,2000,0,98059,47.4979,-122.153,1650,9900 +3425059222,20141124T000000,1300000.0,6,3.5,6563,32670,2.0,0,0,3,10,5153,1410,2002,0,98005,47.6078,-122.157,2610,22651 +5253300397,20150409T000000,415000.0,3,1.5,1510,16800,1.0,0,0,5,8,1510,0,1956,0,98133,47.751,-122.338,1560,7276 +1769600204,20150225T000000,350000.0,3,1.75,1830,9425,1.0,0,0,3,8,1590,240,1946,0,98146,47.5038,-122.379,1670,8430 +1176001195,20140621T000000,375000.0,2,1.0,1230,1820,2.0,0,0,4,7,830,400,1948,0,98107,47.6684,-122.401,1660,3056 +1239400570,20141117T000000,860000.0,3,1.75,2180,14135,1.0,0,2,5,8,1300,880,1947,0,98033,47.673,-122.187,3540,10318 +6071600270,20140603T000000,495000.0,4,2.25,2220,8872,1.0,0,0,4,8,1110,1110,1961,0,98006,47.5491,-122.17,2220,9106 +1311100520,20150414T000000,250000.0,4,2.25,1730,8400,1.0,0,0,3,7,1730,0,1962,0,98001,47.3386,-122.288,1550,7920 +1402200070,20141013T000000,365000.0,4,2.25,1990,21312,1.0,0,0,4,8,1990,0,1968,0,98058,47.439,-122.144,2400,19210 +1419700270,20140507T000000,503000.0,3,2.75,1540,6760,1.0,0,0,5,7,1210,330,1980,0,98034,47.7163,-122.212,1540,7416 +5126900310,20150325T000000,150000.0,2,1.0,1100,7200,1.0,0,0,4,6,1100,0,1944,0,98058,47.4752,-122.172,1390,7200 +8816400885,20141008T000000,450000.0,4,1.75,1640,1480,1.0,0,0,4,7,820,820,1912,0,98105,47.6684,-122.314,1420,2342 +5412100550,20141208T000000,355000.0,4,3.0,2590,7213,2.0,0,0,3,8,2590,0,2001,0,98001,47.2609,-122.289,2550,6800 +7203000465,20141018T000000,245000.0,3,2.0,1450,9333,2.0,0,0,4,7,1450,0,1972,0,98003,47.346,-122.315,1910,7701 +1862900160,20140703T000000,265900.0,3,2.0,1180,7793,1.0,0,0,4,7,1180,0,1992,0,98031,47.4053,-122.181,1720,7793 +984220240,20141125T000000,299000.0,4,2.5,1820,7575,1.0,0,0,3,7,1220,600,1975,0,98058,47.4339,-122.167,1840,7650 +4458800060,20150409T000000,957500.0,4,2.25,2360,11523,2.0,0,0,4,10,2360,0,1968,0,98040,47.5318,-122.224,2850,11362 +1138000160,20140908T000000,343000.0,3,1.0,1120,7250,1.0,0,0,4,7,1120,0,1972,0,98034,47.7143,-122.211,1340,7302 +9406520550,20141027T000000,307500.0,3,2.25,1646,7364,2.0,0,0,3,7,1646,0,1994,0,98038,47.3646,-122.037,1975,9161 +7852160070,20150105T000000,937500.0,5,3.75,4210,14599,2.0,0,3,3,10,4210,0,2004,0,98065,47.5364,-121.858,3950,13591 +7214700160,20140509T000000,610000.0,3,3.0,2480,45302,1.0,0,0,4,8,1620,860,1976,0,98077,47.7591,-122.073,1260,14100 +2483700160,20140917T000000,720000.0,3,1.5,1590,7080,1.0,0,2,3,8,1310,280,1952,0,98136,47.5244,-122.386,2080,7200 +1972201820,20141016T000000,610000.0,4,2.0,2130,2620,1.5,0,0,5,7,1650,480,1919,0,98103,47.6515,-122.346,1330,2719 +9477000060,20150331T000000,434500.0,3,1.75,1650,7965,1.0,0,0,4,7,1650,0,1967,0,98034,47.7335,-122.193,1560,7350 +7932000041,20150512T000000,602500.0,2,2.5,3090,47044,1.0,0,0,4,10,2250,840,1979,0,98058,47.4291,-122.177,1860,62829 +1231000520,20141118T000000,607010.0,4,2.5,2180,4000,2.0,0,0,3,8,1700,480,2002,0,98118,47.5553,-122.269,2180,4000 +7522500070,20150204T000000,610000.0,3,1.0,1800,5750,1.0,0,0,3,7,1040,760,1947,0,98117,47.686,-122.395,1320,5625 +4215250310,20140919T000000,828500.0,4,2.5,3720,35000,2.0,0,0,3,10,3720,0,1983,0,98072,47.7582,-122.13,3720,35000 +5560000070,20140707T000000,199990.0,3,1.0,1100,8560,1.0,0,0,3,6,1100,0,1961,0,98023,47.329,-122.338,1120,8470 +1545804460,20150401T000000,294000.0,3,1.75,1530,9362,1.0,0,0,3,7,1530,0,1987,0,98038,47.3643,-122.049,1480,8125 +9510970310,20140612T000000,789500.0,4,2.5,3010,6100,2.0,0,0,3,9,3010,0,2005,0,98052,47.6647,-122.08,2890,5176 +98030160,20150212T000000,797000.0,3,3.5,3500,9473,2.0,0,0,3,10,3500,0,2008,0,98075,47.5807,-121.972,3510,7833 +7853300070,20140818T000000,539950.0,5,3.0,3100,5250,2.0,0,0,3,7,3100,0,2006,0,98065,47.5369,-121.888,2460,5250 +934300140,20150323T000000,284950.0,4,1.5,2000,6778,1.0,0,0,4,7,1170,830,1962,0,98198,47.3708,-122.311,1940,7531 +1245001820,20150429T000000,776500.0,4,1.5,2290,10372,1.0,0,0,3,7,1510,780,1965,1987,98033,47.6888,-122.199,1900,8109 +1974200060,20150424T000000,525000.0,4,2.5,2400,10070,1.0,0,0,3,7,1510,890,1967,0,98034,47.7104,-122.24,2030,9964 +7300410060,20150425T000000,303000.0,3,2.5,1850,4957,2.0,0,0,3,8,1850,0,1999,0,98092,47.3311,-122.17,2400,6367 +1939110310,20150310T000000,722080.0,3,3.25,3680,7650,2.0,0,0,3,9,2340,1340,1988,0,98074,47.6272,-122.033,2280,8515 +7888000390,20140627T000000,140000.0,3,1.0,1060,7473,1.0,0,0,3,7,1060,0,1959,0,98198,47.3699,-122.309,1320,7912 +7888000390,20150401T000000,235000.0,3,1.0,1060,7473,1.0,0,0,3,7,1060,0,1959,0,98198,47.3699,-122.309,1320,7912 +1529300435,20141120T000000,440000.0,3,1.0,1610,5500,1.5,0,0,3,7,1610,0,1903,1973,98103,47.698,-122.351,1200,5701 +2960900045,20140718T000000,605000.0,3,1.75,2330,6000,1.5,0,0,4,7,1630,700,1940,0,98126,47.5765,-122.378,1600,4000 +3959400135,20140602T000000,380000.0,2,1.0,1210,4800,1.0,0,0,3,8,1060,150,1950,0,98108,47.5625,-122.316,1380,4800 +7972600765,20140625T000000,352000.0,4,1.0,1530,8890,1.0,0,0,3,7,980,550,1925,0,98106,47.5308,-122.35,1100,5203 +7214810550,20150413T000000,420000.0,4,2.25,2270,12000,1.0,0,0,4,7,1360,910,1979,0,98072,47.7559,-122.148,2500,10120 +3271801090,20150430T000000,1175000.0,4,2.0,2590,7220,2.0,0,2,4,10,2590,0,1930,0,98199,47.647,-122.41,2530,6380 +8964800370,20141022T000000,1375000.0,3,1.5,1850,10572,1.0,0,0,4,8,1850,0,1953,0,98004,47.6194,-122.208,3030,12752 +8019200030,20140926T000000,300000.0,3,1.5,1500,14750,1.5,0,0,4,6,1500,0,1933,0,98168,47.495,-122.318,1270,15100 +2954400400,20141112T000000,1150000.0,4,3.25,4740,49091,2.0,0,0,3,11,4740,0,1990,0,98053,47.6624,-122.071,4800,42387 +3013301525,20141013T000000,453500.0,2,1.5,1710,4189,1.0,0,1,5,7,1160,550,1951,0,98136,47.5286,-122.383,1530,5608 +3303100075,20141014T000000,443500.0,3,2.0,1920,7598,1.0,0,0,4,8,1920,0,1972,0,98177,47.7735,-122.363,2220,7598 +2004100075,20150326T000000,332000.0,2,1.0,1150,8138,1.0,0,0,3,7,1150,0,1954,0,98155,47.737,-122.325,1300,8139 +4221270340,20150327T000000,655000.0,3,2.5,2320,4721,2.0,0,0,3,8,2320,0,2004,0,98075,47.591,-122.017,2250,4356 +7177300575,20140903T000000,475000.0,4,1.0,1420,6000,1.5,0,0,3,7,1420,0,1950,0,98115,47.6844,-122.302,1420,6180 +1471630350,20141024T000000,372500.0,3,1.75,1550,12956,1.0,0,0,3,7,1210,340,1988,0,98045,47.4711,-121.752,1630,15360 +1250203335,20140527T000000,1050000.0,4,2.5,2920,7200,1.0,0,3,3,8,1470,1450,1921,2006,98144,47.5947,-122.288,3210,6825 +8815400105,20140603T000000,500000.0,3,1.75,1620,4200,1.0,0,0,5,7,830,790,1945,0,98115,47.6743,-122.285,1580,5000 +5315100737,20140528T000000,900000.0,6,2.75,2300,24773,1.5,0,0,4,9,2300,0,1950,1985,98040,47.5833,-122.242,2720,11740 +3333002440,20140604T000000,327500.0,3,1.0,1070,7140,1.0,0,0,3,7,1070,0,1989,0,98118,47.5427,-122.288,1390,2374 +2130702205,20150406T000000,390000.0,3,1.75,1790,7123,1.0,0,0,3,7,1790,0,1913,1995,98019,47.7429,-121.981,1660,8128 +2159900060,20150113T000000,451101.0,2,1.5,1510,1962,2.0,0,0,4,8,1510,0,1985,0,98007,47.6214,-122.153,1510,2182 +194000575,20141014T000000,455000.0,4,1.0,1340,5800,1.5,0,2,3,7,1340,0,1914,0,98116,47.5658,-122.389,1900,5800 +1531000140,20140701T000000,650000.0,4,2.5,3350,46748,2.0,0,0,3,10,3350,0,2004,0,98010,47.3432,-122.025,3350,39683 +2125049139,20140806T000000,895000.0,3,2.5,2500,7746,2.0,0,0,4,10,1910,590,1993,0,98112,47.6393,-122.311,2480,5099 +3623500135,20150326T000000,800000.0,4,2.25,2350,10664,1.0,0,1,2,7,1510,840,1952,0,98040,47.5743,-122.238,2350,10140 +7805460310,20141113T000000,703770.0,4,2.25,2550,12918,2.0,0,0,3,9,2550,0,1987,0,98006,47.5623,-122.109,2550,11036 +3021059244,20140814T000000,249950.0,3,1.75,1320,10454,1.0,0,0,4,7,1320,0,1968,0,98002,47.2844,-122.216,1680,10183 +925049360,20150428T000000,512000.0,2,2.0,1270,3881,1.0,0,0,4,6,610,660,1926,0,98105,47.6694,-122.298,1370,5000 +3286800260,20150506T000000,780000.0,5,2.5,3480,74052,1.0,0,0,4,8,1980,1500,1972,0,98027,47.4961,-122.063,2610,65775 +4137010240,20140716T000000,336000.0,3,2.25,2820,11625,2.0,0,0,3,8,2820,0,1986,0,98092,47.2621,-122.218,2290,8488 +9368700341,20140822T000000,285000.0,3,2.0,2110,6900,1.5,0,0,5,6,1220,890,1955,0,98178,47.504,-122.26,1350,7683 +3832310350,20141021T000000,229900.0,3,1.75,1100,7224,1.0,0,0,3,7,1100,0,1981,0,98032,47.3717,-122.277,1700,8447 +324000350,20150415T000000,667500.0,4,3.0,1920,4000,1.5,0,0,4,8,1540,380,1931,0,98116,47.5718,-122.385,1660,4000 +9407101840,20140620T000000,378000.0,4,2.5,1890,12236,1.0,0,0,3,7,1230,660,1978,0,98045,47.4491,-121.78,1390,11360 +1422300140,20140905T000000,454000.0,3,2.5,2530,43733,2.0,0,0,3,8,1530,1000,1991,0,98045,47.46,-121.708,1730,43548 +6127011000,20140508T000000,537500.0,4,2.5,2550,4630,2.0,0,0,3,7,2550,0,2005,0,98075,47.5928,-122.004,2550,5151 +2624049117,20140903T000000,425000.0,3,1.0,1550,4160,1.5,0,0,4,6,1550,0,1926,0,98118,47.5387,-122.265,1590,5000 +3295750550,20141124T000000,290000.0,3,2.0,1760,6600,1.0,0,0,3,7,1760,0,1998,0,98030,47.3836,-122.184,2590,6600 +7960100260,20140701T000000,349500.0,3,2.0,1270,3600,1.0,0,0,3,7,1270,0,1963,0,98122,47.6099,-122.297,1660,3600 +7625700012,20141202T000000,370000.0,3,2.75,1250,1655,2.0,0,0,3,7,830,420,2006,0,98136,47.5554,-122.382,1520,3001 +5418200295,20150309T000000,549500.0,3,1.75,1620,8438,1.0,0,0,4,8,1620,0,1961,0,98125,47.703,-122.281,2040,9450 +7454000295,20150130T000000,245000.0,2,1.0,710,6322,1.0,0,0,3,6,710,0,1942,0,98126,47.5165,-122.376,740,6720 +8100000060,20140729T000000,208000.0,3,1.75,1070,7200,1.0,0,0,3,7,1070,0,1994,0,98010,47.3134,-122.023,1480,7200 +1310500550,20141220T000000,248000.0,4,2.25,2320,8760,1.0,0,0,4,8,1160,1160,1966,0,98032,47.3627,-122.285,1970,8690 +9485950310,20141003T000000,610000.0,4,3.25,5450,37058,1.5,0,0,5,9,5450,0,1984,0,98042,47.351,-122.087,2800,35716 +4213910030,20150401T000000,550000.0,4,2.5,1670,5116,2.0,0,0,3,8,1670,0,1999,0,98155,47.7667,-122.33,1910,7210 +1223089083,20141028T000000,750000.0,3,2.75,3010,206910,2.0,0,2,3,10,3010,0,2001,0,98045,47.4881,-121.721,1580,120675 +2143700861,20141030T000000,192000.0,2,1.75,1340,7380,1.0,0,0,3,6,1340,0,1940,0,98055,47.4785,-122.229,1980,9600 +5016003230,20150218T000000,169317.0,2,1.0,790,4000,1.0,0,2,3,7,790,0,1908,0,98112,47.6248,-122.301,1700,4200 +1338801019,20140701T000000,1198000.0,4,3.5,3400,3850,2.5,0,0,3,10,2790,610,2008,0,98112,47.6258,-122.302,2030,4000 +3592500565,20141029T000000,880000.0,2,1.0,1530,6350,1.5,0,0,4,7,1530,0,1923,0,98112,47.6325,-122.303,2640,6350 +6414600070,20140617T000000,210000.0,1,1.0,930,7129,1.0,0,0,3,6,930,0,1948,0,98133,47.7234,-122.333,1300,8075 +8645500160,20150107T000000,180500.0,3,1.5,1540,9800,1.0,0,0,3,7,1010,530,1973,0,98058,47.4676,-122.184,1600,8250 +8651520240,20140728T000000,540000.0,4,2.0,1990,29078,2.0,0,0,3,9,1990,0,1984,0,98074,47.6471,-122.057,2310,28353 +9408300310,20140624T000000,520000.0,3,1.75,2300,35722,1.0,0,0,3,9,2300,0,1984,0,98072,47.7455,-122.112,2600,34798 +4202400135,20140626T000000,177500.0,3,1.5,1220,6000,1.0,0,0,3,7,1220,0,1968,0,98055,47.4904,-122.222,1660,6000 +7129300935,20141105T000000,415000.0,3,1.75,2380,5650,1.0,0,2,4,8,1190,1190,1956,0,98118,47.5119,-122.255,2350,6554 +8143000310,20140909T000000,495000.0,4,2.5,2020,7200,1.0,0,0,5,7,1010,1010,1968,0,98034,47.7289,-122.201,1620,7275 +6082400152,20150304T000000,325000.0,3,2.25,1890,9646,1.0,0,0,3,8,1890,0,1966,0,98168,47.4838,-122.299,1580,9488 +6838000520,20150220T000000,440000.0,2,1.75,1330,4903,1.0,0,0,3,7,1330,0,1985,0,98052,47.6819,-122.161,1470,2735 +4023500118,20140723T000000,411000.0,3,1.75,1490,9844,1.0,0,0,4,7,1190,300,1959,0,98155,47.7626,-122.297,1840,10150 +8952900204,20141029T000000,810000.0,5,3.5,3550,9600,2.0,0,0,3,9,2550,1000,1998,0,98118,47.5484,-122.269,2030,9600 +7922800320,20141016T000000,561750.0,5,1.75,2040,8996,1.0,0,2,4,7,1020,1020,1962,0,98008,47.588,-122.118,1950,8270 +9542000030,20140722T000000,835100.0,4,2.5,2380,12573,1.0,0,0,4,9,2380,0,1963,0,98005,47.5984,-122.176,2900,10700 +3787000140,20140901T000000,450000.0,3,2.25,1780,9969,1.0,0,0,3,8,1450,330,1985,0,98034,47.7286,-122.168,1950,7974 +646910030,20141104T000000,238000.0,3,2.5,1650,2807,2.0,0,0,3,7,1650,0,2004,0,98055,47.4328,-122.196,1460,1875 +5515600075,20141205T000000,299000.0,3,1.0,1510,142803,1.0,0,0,3,7,1510,0,1974,0,98001,47.3192,-122.287,1330,46609 +1377300135,20141017T000000,570000.0,2,1.0,1100,6240,1.0,0,0,4,7,1100,0,1941,0,98199,47.6446,-122.403,1250,6240 +5469501940,20140604T000000,340000.0,3,1.75,2190,12626,2.0,0,0,4,8,2190,0,1978,0,98042,47.3845,-122.154,3110,14592 +9276200890,20150429T000000,450000.0,2,1.75,1760,2275,1.5,0,0,3,6,1040,720,1912,0,98116,47.5803,-122.393,1380,3750 +6385910260,20140910T000000,272750.0,4,1.5,1800,8786,1.0,0,0,3,7,1330,470,1966,0,98146,47.4982,-122.345,1780,8664 +5101402482,20140724T000000,520000.0,4,2.0,2000,6380,2.0,0,0,4,6,1860,140,1949,0,98115,47.6956,-122.303,1600,6380 +9353300140,20140618T000000,284950.0,3,1.0,990,10723,1.0,0,0,5,7,990,0,1960,0,98059,47.4887,-122.133,1460,10723 +5379801600,20150424T000000,255000.0,2,1.5,1480,9660,1.0,0,0,3,7,1480,0,1949,0,98188,47.4577,-122.289,1990,9660 +6082400260,20141112T000000,231500.0,2,1.0,1200,9488,1.0,0,0,5,7,1200,0,1941,0,98168,47.4832,-122.299,1200,9488 +2025079033,20141210T000000,415000.0,1,2.0,3000,204732,2.5,0,2,3,8,3000,0,1979,0,98014,47.6331,-121.945,2330,213008 +6181430800,20150105T000000,330000.0,4,2.5,3504,6000,2.0,0,0,3,7,3504,0,2006,0,98001,47.3012,-122.285,2790,5231 +3649100473,20140528T000000,365000.0,3,1.5,1300,12240,1.0,0,0,3,7,1300,0,1963,0,98028,47.737,-122.243,2040,9326 +2011400791,20141007T000000,425000.0,4,2.0,1330,9188,1.5,0,0,3,7,1330,0,1928,2004,98198,47.401,-122.319,1770,10419 +7549802030,20141104T000000,400000.0,4,1.75,1850,6480,1.0,0,0,4,7,1120,730,1958,0,98108,47.5525,-122.313,1610,5040 +1898200030,20140922T000000,335000.0,4,2.5,2240,9701,2.0,0,0,3,9,2240,0,1989,0,98023,47.3086,-122.392,2240,9410 +567000672,20140930T000000,342000.0,3,3.0,1260,1251,2.0,0,0,3,7,1040,220,2003,0,98144,47.5943,-122.296,1780,7715 +9126101740,20141204T000000,490000.0,8,5.0,2800,2580,2.0,0,0,3,8,1880,920,1997,0,98122,47.6086,-122.303,1800,2580 +5127001600,20141106T000000,331500.0,4,1.75,1820,14319,1.0,0,0,4,7,1820,0,1969,0,98059,47.4757,-122.148,1440,10018 +1925069121,20150330T000000,960000.0,3,2.5,1730,4102,3.0,1,4,3,8,1730,0,1996,0,98074,47.645,-122.084,2340,16994 +7511210310,20140709T000000,720500.0,4,2.5,3350,35298,2.0,0,0,4,9,3350,0,1985,0,98053,47.6506,-122.036,2620,35604 +65000260,20140820T000000,830000.0,3,2.5,3370,6550,2.0,0,2,4,8,2840,530,1912,2001,98126,47.5442,-122.38,1500,6550 +6372000060,20140523T000000,662990.0,3,1.75,1240,3600,1.5,0,0,5,7,1240,0,1926,0,98116,47.5797,-122.405,1660,3600 +2005300140,20150330T000000,220000.0,4,2.0,2340,10507,1.5,0,0,4,6,2340,0,1959,0,98030,47.3578,-122.178,990,10507 +5649600435,20150108T000000,349950.0,5,2.0,1880,4179,1.0,0,0,3,7,940,940,1952,2000,98118,47.5536,-122.283,1350,5150 +2249500059,20150107T000000,550000.0,3,2.0,1810,2159,1.0,0,0,3,7,1010,800,1922,0,98109,47.6273,-122.345,1810,2159 +1773100510,20140915T000000,396000.0,3,1.75,2340,5668,1.0,0,0,4,6,1200,1140,1941,0,98106,47.5588,-122.364,860,4800 +9521100960,20150116T000000,635000.0,4,1.5,2820,4000,2.0,0,0,3,7,2820,0,1911,0,98103,47.6638,-122.348,1470,1627 +1785500132,20141118T000000,293000.0,3,1.0,1020,7650,1.0,0,0,3,7,1020,0,1940,0,98133,47.7198,-122.352,1440,7650 +8645530060,20140711T000000,339000.0,3,2.25,2090,10120,1.0,0,0,4,7,1290,800,1979,0,98058,47.4654,-122.174,1820,7983 +7697920060,20140630T000000,285000.0,4,2.25,1830,8734,2.0,0,0,4,7,1830,0,1991,0,98030,47.3679,-122.179,1870,7212 +9550202010,20140710T000000,775000.0,6,2.75,2980,5000,1.5,0,0,3,7,2480,500,1916,0,98103,47.6684,-122.331,1470,5000 +1821059264,20140626T000000,224000.0,4,1.5,1600,9289,1.0,0,0,4,7,1600,0,1959,0,98002,47.3107,-122.212,1540,9918 +5700003985,20141029T000000,2250000.0,4,3.5,4440,8125,2.0,0,3,5,10,3140,1300,1922,0,98144,47.5744,-122.283,3990,8505 +2320069248,20140701T000000,165050.0,3,1.0,1200,8514,1.0,0,0,3,7,1200,0,1959,0,98022,47.2043,-122.008,1210,8985 +2658000335,20141027T000000,275000.0,3,1.25,1230,4500,1.5,0,0,4,7,1230,0,1913,0,98118,47.5301,-122.271,1310,5000 +1702901557,20140911T000000,445000.0,5,3.0,2930,5500,1.0,0,0,3,7,1750,1180,1951,0,98118,47.5572,-122.281,1400,5500 +1774220350,20150401T000000,510000.0,3,2.25,2370,38639,1.0,0,0,3,8,1930,440,1978,0,98077,47.771,-122.099,2900,37452 +7355700171,20140610T000000,1230000.0,4,2.5,3040,7000,2.0,0,0,3,9,3040,0,2001,0,98040,47.5934,-122.244,2320,17511 +3971701922,20141029T000000,390000.0,3,1.5,1610,13500,1.0,0,0,3,7,1060,550,1970,0,98155,47.7674,-122.31,1540,11479 +3583300135,20140513T000000,460000.0,3,2.25,2350,10450,1.0,0,0,3,8,1390,960,1977,0,98028,47.7433,-122.259,2250,10450 +9542000075,20150327T000000,700000.0,3,1.75,2000,14733,1.0,0,0,4,8,2000,0,1958,0,98005,47.6001,-122.178,2620,14733 +4055700955,20140622T000000,874150.0,4,3.5,3530,14406,2.0,0,1,3,10,2570,960,1987,0,98034,47.7073,-122.244,3170,15181 +4022902505,20140731T000000,470000.0,3,2.25,2220,9800,2.0,0,0,3,8,2220,0,1987,0,98155,47.7635,-122.286,2420,10232 +8680100030,20140521T000000,374000.0,3,1.75,2000,9416,1.0,0,0,4,6,2000,0,1961,0,98033,47.697,-122.175,1440,9555 +2923039017,20140717T000000,510000.0,2,1.75,1210,131115,1.5,0,0,5,7,1210,0,1950,0,98070,47.4599,-122.45,2020,185565 +2767604247,20140711T000000,467000.0,2,2.5,1140,1181,3.0,0,0,3,8,1140,0,2007,0,98107,47.6713,-122.383,1220,1189 +5631500505,20140616T000000,576000.0,4,2.5,2440,28405,2.0,0,0,3,8,2440,0,2002,0,98028,47.7386,-122.238,2480,11429 +3356406510,20140530T000000,196440.0,3,2.0,1560,7352,1.0,0,0,3,6,1560,0,1992,0,98001,47.2804,-122.251,1120,7950 +7701990700,20141231T000000,825000.0,4,2.5,3210,18901,2.0,0,0,3,10,3210,0,1993,0,98077,47.709,-122.073,3330,18901 +8835200800,20150408T000000,281000.0,2,1.0,930,2600,1.0,0,0,3,7,930,0,1981,0,98034,47.7242,-122.161,1370,3488 +8902500118,20140812T000000,326000.0,3,2.5,1782,1577,3.0,0,0,3,7,1782,0,2000,0,98125,47.7114,-122.301,1550,1744 +2822079012,20150410T000000,340000.0,3,1.75,1740,46580,1.0,0,0,4,7,1740,0,1980,0,98010,47.3583,-121.927,1576,54685 +9485950060,20141208T000000,440000.0,5,1.75,3690,36036,1.0,0,0,3,9,1890,1800,1985,0,98042,47.3473,-122.085,2680,44131 +424069264,20140522T000000,749000.0,4,2.5,2930,18199,2.0,0,0,3,9,2930,0,1998,0,98075,47.5937,-122.047,2930,33976 +3581000340,20150227T000000,340000.0,4,1.0,1230,8316,1.5,0,0,3,7,1230,0,1963,0,98034,47.7269,-122.24,1490,8316 +7625704005,20140506T000000,561000.0,3,2.0,2000,7000,2.0,0,0,3,7,2000,0,1916,1986,98136,47.5452,-122.393,1840,7000 +1545803240,20141031T000000,270000.0,3,2.25,1520,7930,1.0,0,0,3,7,1160,360,1988,0,98038,47.3605,-122.049,1530,7930 +8080400045,20140620T000000,600000.0,2,1.0,1040,3600,1.0,0,0,4,7,1040,0,1919,1980,98112,47.619,-122.311,2250,4800 +8651402920,20140505T000000,219900.0,4,1.5,1120,5427,1.0,0,0,3,6,1120,0,1969,2014,98042,47.3628,-122.087,1150,5304 +3121069036,20141208T000000,617000.0,3,1.75,3020,360241,2.0,0,0,3,8,3020,0,1992,0,98092,47.2662,-122.088,1890,209959 +2540800390,20140904T000000,469000.0,3,2.25,1820,8446,2.0,0,0,3,8,1820,0,1978,0,98034,47.7208,-122.236,1850,8437 +7978800621,20140811T000000,229000.0,3,1.0,1370,56628,1.0,0,0,3,7,1370,0,1942,0,98003,47.3058,-122.306,1768,8702 +1336300445,20150422T000000,1265000.0,4,3.0,3130,2646,2.5,0,0,5,9,2290,840,1906,0,98102,47.6272,-122.316,2920,4500 +6159400060,20140805T000000,365000.0,3,1.5,1640,8301,1.0,0,0,3,7,1290,350,1958,0,98155,47.7443,-122.327,1640,8955 +9510930350,20141212T000000,429000.0,4,2.5,2650,9301,2.0,0,0,3,9,2650,0,2001,0,98001,47.3477,-122.271,2730,8688 +5535600520,20141208T000000,550000.0,4,2.5,2850,6809,2.0,0,0,3,9,2850,0,2003,0,98019,47.7353,-121.973,2820,7500 +7634800070,20150116T000000,453000.0,3,2.5,1820,16300,1.0,0,0,4,7,1220,600,1955,0,98166,47.4582,-122.365,1870,16300 +8581200350,20140617T000000,187500.0,3,1.5,1180,7000,1.0,0,0,4,7,1180,0,1977,0,98023,47.2966,-122.374,1180,7370 +6190701146,20150415T000000,520500.0,6,2.5,1880,14350,1.0,0,0,5,7,1640,240,1955,0,98133,47.7556,-122.352,1510,9840 +522059299,20150204T000000,300000.0,3,1.75,1280,12776,1.0,0,0,4,7,1280,0,1977,0,98031,47.4212,-122.199,1680,11704 +1513800036,20140516T000000,799000.0,4,3.25,3120,5000,2.0,0,0,3,9,2370,750,2005,0,98115,47.69,-122.299,2520,6000 +6699930550,20150203T000000,338000.0,3,2.5,2470,4948,2.0,0,0,3,8,2470,0,2003,0,98038,47.3438,-122.039,2500,4993 +9839300875,20140514T000000,800000.0,3,1.0,1700,4400,1.5,0,0,4,8,1700,0,1906,0,98122,47.612,-122.292,1610,4180 +2493200435,20140825T000000,360000.0,2,2.0,1180,3200,1.0,0,1,4,6,590,590,1945,0,98136,47.5275,-122.383,1350,4000 +226039282,20140728T000000,442500.0,6,2.5,2800,10490,1.0,0,0,3,7,1400,1400,1968,0,98177,47.7735,-122.378,2290,8716 +1020069017,20150327T000000,700000.0,4,1.0,1300,1651359,1.0,0,3,4,6,1300,0,1920,0,98022,47.2313,-122.023,2560,425581 +5450900140,20140508T000000,830000.0,5,3.0,3040,9601,1.0,0,0,5,9,1970,1070,1968,0,98040,47.5562,-122.22,3180,12390 +8093800200,20141118T000000,360400.0,3,2.5,1630,11592,2.0,0,0,3,8,1630,0,1987,0,98011,47.7574,-122.228,1700,8850 +3205000310,20141121T000000,345000.0,3,1.0,1340,9339,1.0,0,0,5,7,1340,0,1960,0,98056,47.5407,-122.177,1310,9350 +7230000350,20140909T000000,300000.0,3,1.75,1830,51836,1.0,0,0,4,7,1430,400,1966,0,98059,47.4774,-122.098,1320,51400 +1066600045,20140904T000000,350000.0,3,1.0,1240,10800,1.0,0,0,5,7,1240,0,1959,0,98056,47.5233,-122.185,1810,10800 +2822069078,20141008T000000,368000.0,4,2.0,2500,36900,1.0,0,0,3,7,1540,960,1972,0,98038,47.3708,-122.049,1960,36900 +8731900340,20140623T000000,264000.0,3,1.75,1760,7482,1.0,0,0,4,8,1760,0,1966,0,98023,47.3129,-122.369,2000,7500 +5088500310,20150312T000000,435000.0,3,2.0,2660,16677,1.0,0,0,3,9,2210,450,1990,0,98038,47.3689,-122.055,2660,11355 +1823059205,20140604T000000,200000.0,3,1.5,2060,15837,1.5,0,0,3,6,2060,0,1903,0,98055,47.4819,-122.223,2190,8549 +225039082,20140514T000000,620000.0,5,2.5,2540,3832,2.0,0,0,5,8,1760,780,1929,0,98117,47.6848,-122.398,2000,5289 +5021900140,20141120T000000,1679000.0,5,4.25,4830,11466,2.0,0,0,3,10,3720,1110,2014,0,98040,47.5774,-122.222,2180,11017 +7883603750,20141209T000000,337000.0,3,1.75,1400,6000,1.0,0,0,4,7,700,700,1919,0,98108,47.5283,-122.321,1030,6000 +8081500060,20141001T000000,1928000.0,4,3.25,4280,20296,2.0,0,0,4,11,4280,0,1984,0,98004,47.6377,-122.212,3420,16351 +8099900260,20140528T000000,544500.0,4,2.5,2230,10414,1.0,0,0,5,7,1450,780,1974,0,98075,47.5816,-122.0,1960,10240 +913000340,20150102T000000,252000.0,1,1.0,680,1638,1.0,0,4,1,6,680,0,1910,1992,98116,47.5832,-122.399,1010,3621 +2115200160,20140605T000000,445000.0,4,2.5,2340,3784,2.0,0,0,3,8,2340,0,2008,0,98106,47.535,-122.348,1730,4000 +5095600310,20140725T000000,379500.0,3,2.25,2070,14196,2.0,0,0,3,7,2070,0,1989,0,98059,47.4617,-122.07,1550,13860 +5402100045,20150311T000000,189950.0,4,2.0,1910,4225,1.0,0,0,4,6,910,1000,1919,0,98001,47.3084,-122.234,1060,4800 +2258500049,20140602T000000,469000.0,3,1.0,950,4250,1.5,0,0,5,6,950,0,1948,0,98122,47.609,-122.307,2130,5120 +626100023,20140611T000000,600000.0,5,2.75,2910,53898,1.0,0,0,5,7,1510,1400,1979,0,98077,47.7201,-122.062,3210,216928 +4309720160,20141107T000000,785000.0,3,2.5,2930,33981,2.0,0,2,3,9,2930,0,2000,0,98059,47.5151,-122.12,3720,35230 +1843100070,20150210T000000,372000.0,4,2.75,2610,8967,2.0,0,0,4,8,2610,0,1990,0,98042,47.3747,-122.124,2390,7852 +4307350520,20150225T000000,445000.0,5,3.0,3880,7180,2.0,0,0,3,7,3880,0,2004,0,98056,47.4797,-122.179,2160,4793 +5561401260,20141014T000000,508000.0,4,2.25,3320,53392,2.0,0,0,4,8,2000,1320,1986,0,98027,47.4724,-122.014,3230,43129 +2883200966,20150318T000000,780000.0,5,1.5,1940,4800,2.0,0,0,3,8,1940,0,1905,0,98103,47.6845,-122.332,1750,4800 +7214800240,20150316T000000,541100.0,4,2.25,2510,9800,2.0,0,0,3,9,2510,0,1978,0,98072,47.753,-122.145,2440,11000 +3629920860,20150105T000000,729000.0,4,2.5,2660,5608,2.0,0,0,3,9,2660,0,2003,0,98029,47.5449,-121.995,3010,5608 +1320069179,20141104T000000,397000.0,3,2.0,1710,134489,1.0,0,2,5,7,1710,0,1952,0,98022,47.2207,-121.984,1700,63823 +9424400200,20140515T000000,451555.0,2,1.0,1320,4520,1.0,0,1,3,6,1320,0,1912,1971,98116,47.5655,-122.394,1420,4560 +3500100189,20140630T000000,300000.0,2,1.0,960,8153,1.0,0,0,3,6,960,0,1947,0,98155,47.7341,-122.3,1160,8199 +2787720140,20150407T000000,416000.0,3,2.5,1790,11542,1.0,0,0,5,7,1190,600,1969,0,98059,47.5124,-122.16,1790,9131 +3856904740,20141021T000000,490000.0,2,1.0,950,3060,1.0,0,0,3,6,810,140,1925,0,98105,47.6698,-122.323,1510,3780 +254000445,20150129T000000,480000.0,6,3.75,2940,5054,2.0,0,0,3,7,2940,0,1942,2003,98146,47.5122,-122.385,1530,5320 +6821101837,20150203T000000,368000.0,2,2.0,930,1662,1.0,0,0,3,7,670,260,2002,0,98199,47.6518,-122.4,1780,2343 +5608000700,20140918T000000,1038000.0,3,2.5,4570,10615,2.0,0,0,3,12,4570,0,1991,0,98027,47.5533,-122.097,3860,11576 +7784400060,20150120T000000,545000.0,3,2.5,2370,9000,1.0,0,3,4,8,1570,800,1952,0,98146,47.4922,-122.365,2120,9500 +3295610350,20150323T000000,850000.0,5,2.75,3430,15119,2.0,0,0,3,10,3430,0,1998,0,98075,47.5678,-122.032,3430,12045 +3260570260,20141204T000000,550000.0,4,3.5,3540,4750,2.0,0,0,3,10,3540,0,2003,0,98055,47.473,-122.193,3310,5655 +1592000260,20150217T000000,600000.0,3,2.25,2240,9314,2.0,0,0,3,9,2240,0,1984,0,98074,47.6216,-122.032,2240,9314 +8670000060,20140827T000000,535000.0,4,2.5,2710,12138,1.0,0,0,3,8,1700,1010,1968,0,98155,47.7657,-122.29,2390,10052 +8113600004,20140520T000000,599950.0,3,2.5,2660,4975,2.0,0,0,3,8,2660,0,2014,0,98118,47.5487,-122.272,1840,6653 +235000075,20140718T000000,531000.0,5,2.75,2540,5022,1.0,0,0,4,8,1540,1000,1955,0,98108,47.5593,-122.3,2510,5182 +1951700700,20140605T000000,530000.0,4,2.25,2210,7665,2.0,0,0,4,8,2210,0,1968,0,98006,47.5424,-122.168,1960,7903 +1832100030,20140625T000000,597326.0,4,4.0,3570,8250,2.0,0,0,3,10,2860,710,2015,0,98040,47.5784,-122.226,2230,10000 +8565000030,20150429T000000,805000.0,4,2.5,3450,33460,2.0,0,0,3,9,3450,0,1997,0,98077,47.7673,-122.1,2820,35250 +2473350710,20141027T000000,390000.0,4,1.75,2330,8364,1.0,0,0,4,8,2330,0,1968,0,98058,47.4568,-122.146,2180,9630 +9521101221,20140519T000000,487250.0,4,2.0,1690,3250,1.5,0,0,3,7,1550,140,1901,0,98103,47.6637,-122.346,1620,3250 +6152900273,20140909T000000,301000.0,3,1.5,1030,8414,1.0,0,0,4,7,1030,0,1967,0,98155,47.7654,-122.297,1750,8414 +2721600125,20150205T000000,1175000.0,5,2.75,2560,5618,1.5,0,2,3,8,2220,340,1923,0,98109,47.6416,-122.355,2740,4000 +1180002378,20140926T000000,299000.0,4,2.5,1950,3000,2.0,0,0,3,7,1950,0,2002,0,98178,47.4977,-122.226,1170,6000 +625059051,20140903T000000,2350000.0,4,2.25,4370,22863,2.5,0,3,4,10,3670,700,1907,1994,98033,47.6878,-122.215,2980,22863 +2113700060,20141014T000000,400000.0,4,2.5,2350,3904,2.5,0,0,3,7,2350,0,1999,0,98106,47.5305,-122.351,1120,4000 +7016100570,20141201T000000,467500.0,4,2.5,3160,7210,1.0,0,0,4,7,1880,1280,1969,0,98034,47.7368,-122.183,2070,7560 +2944500710,20150220T000000,305000.0,4,2.5,2430,9103,2.0,0,0,3,8,2430,0,1990,0,98023,47.2939,-122.368,2260,8090 +1549500370,20140505T000000,210000.0,3,1.0,1340,306848,1.0,0,0,3,5,1340,0,1953,0,98019,47.7534,-121.912,1800,128066 +7211340030,20150428T000000,300000.0,3,1.0,1010,10168,1.0,0,0,3,6,1010,0,1979,0,98014,47.6453,-121.912,1180,10318 +2473480520,20140908T000000,327500.0,3,2.25,1770,8755,1.0,0,0,3,8,1330,440,1981,0,98058,47.4464,-122.123,1910,8710 +1722059326,20140805T000000,269000.0,3,2.0,1210,7136,1.0,0,0,3,7,1210,0,2003,0,98031,47.3996,-122.203,1210,5765 +9414100030,20150331T000000,975000.0,4,3.25,3330,17533,1.0,0,2,3,9,1750,1580,1969,0,98033,47.652,-122.2,3340,12798 +8911000030,20141210T000000,355000.0,3,1.0,1240,5400,1.0,0,0,4,7,1060,180,1940,0,98133,47.7115,-122.355,1429,5400 +2264500890,20140508T000000,712000.0,3,1.0,1250,4620,1.5,0,0,4,7,1150,100,1900,0,98103,47.651,-122.341,1900,4400 +2481630200,20140614T000000,883000.0,4,2.5,2960,41656,2.0,0,0,3,10,2960,0,1985,0,98072,47.7319,-122.132,3900,35104 +7299500200,20140815T000000,190000.0,2,1.0,840,12252,1.0,0,0,3,6,840,0,1994,0,98010,47.3069,-122.013,1010,11876 +8598900125,20150406T000000,443000.0,3,1.75,1530,8028,1.0,0,0,3,7,1200,330,1967,0,98177,47.7768,-122.361,1530,8028 +7504010560,20140509T000000,920000.0,4,3.0,3750,11025,2.0,0,0,3,10,3750,0,1976,0,98074,47.6367,-122.059,2930,12835 +8732130140,20141222T000000,285000.0,4,2.25,2150,8250,1.0,0,0,4,7,1240,910,1978,0,98023,47.3045,-122.378,2050,7875 +2492200335,20150423T000000,901000.0,4,3.25,1560,4080,1.0,0,0,3,7,1560,0,1916,0,98126,47.5347,-122.38,1370,4080 +2770606602,20150305T000000,552500.0,3,1.75,2040,5775,1.0,0,0,3,7,1410,630,1958,0,98199,47.6592,-122.393,1360,4400 +7211400990,20150303T000000,256000.0,2,1.0,860,5000,1.0,0,0,3,6,860,0,1915,1945,98146,47.5133,-122.356,1220,5000 +7148700160,20140512T000000,341000.0,3,1.5,1720,7119,1.5,0,0,4,7,1720,0,1952,0,98155,47.7535,-122.314,1590,7616 +984220370,20150326T000000,279000.0,4,2.25,2090,8941,2.0,0,0,3,7,2090,0,1975,0,98058,47.4332,-122.167,1890,7946 +2600000510,20140726T000000,686000.0,4,2.25,2130,10650,2.0,0,0,4,8,2130,0,1977,0,98006,47.5567,-122.159,3380,10050 +7123400045,20140523T000000,225000.0,2,1.0,1300,11867,1.5,0,0,4,6,1300,0,1975,0,98010,47.3221,-121.903,820,11867 +3751602329,20140627T000000,215500.0,2,1.75,1220,15600,1.0,0,0,3,6,1220,0,1972,0,98001,47.2853,-122.265,1510,17818 +6819100310,20150414T000000,950000.0,4,3.0,2420,4800,1.5,0,0,3,7,1520,900,1919,0,98119,47.6453,-122.358,1090,3800 +2925079012,20141105T000000,503000.0,4,2.5,2940,156988,2.0,0,2,3,9,1870,1070,1996,0,98014,47.6214,-121.946,2940,71002 +7202430060,20150122T000000,780000.0,3,2.5,2610,7567,2.0,0,0,3,9,2610,0,1997,0,98052,47.6654,-122.137,2610,8458 +185000118,20150223T000000,212000.0,4,2.0,1880,7500,1.0,0,0,5,6,980,900,1946,0,98178,47.495,-122.266,1670,14350 +1139000685,20140729T000000,580000.0,4,2.75,2330,6703,1.5,0,0,3,7,1710,620,1983,0,98177,47.7066,-122.359,2060,7500 +5312100060,20141111T000000,465000.0,4,2.5,2200,3141,2.0,0,0,3,7,2060,140,1994,0,98144,47.5726,-122.305,1660,3175 +3356404330,20141119T000000,206000.0,4,2.0,1720,7560,1.0,0,0,3,7,1720,0,1959,0,98001,47.2845,-122.25,1750,7988 +7805460030,20150223T000000,615000.0,3,2.5,2250,10171,2.0,0,0,3,9,2250,0,1987,0,98006,47.5613,-122.11,2440,13390 +1705400055,20140719T000000,519000.0,4,1.0,1640,6305,1.5,0,0,5,6,1640,0,1907,0,98118,47.5563,-122.28,1590,4816 +3303980520,20150423T000000,1135000.0,4,3.25,4130,11444,2.0,0,0,3,11,4130,0,2001,0,98059,47.5208,-122.15,3720,11431 +2538410140,20140808T000000,330000.0,5,2.5,2600,3839,2.0,0,0,3,7,2600,0,2005,0,98058,47.4324,-122.145,2180,4800 +3810000860,20150506T000000,240000.0,4,1.5,1920,7973,1.0,0,0,3,8,1920,0,1955,0,98178,47.4961,-122.235,2020,8840 +8079100370,20141107T000000,574000.0,3,2.0,2060,7000,1.0,0,0,4,9,2060,0,1988,0,98029,47.5644,-122.012,2110,7000 +2025770560,20141103T000000,930000.0,4,4.25,5710,24663,2.0,0,0,3,11,5710,0,2007,0,98092,47.3065,-122.158,4060,23847 +225069017,20140714T000000,850000.0,4,3.0,2720,183823,2.0,0,0,3,8,2720,0,1975,2007,98053,47.6749,-122.002,2140,173804 +1138010510,20141212T000000,415000.0,3,1.5,1490,7275,1.0,0,0,3,7,1090,400,1974,0,98034,47.7148,-122.213,1420,7330 +4358700135,20141118T000000,480000.0,3,2.5,2360,9005,1.0,0,0,5,7,1340,1020,1929,0,98133,47.7076,-122.337,1520,9005 +4327100045,20140721T000000,300000.0,5,1.0,1940,8875,1.0,0,0,3,7,1940,0,1957,0,98188,47.4407,-122.275,1380,8875 +6804600550,20140708T000000,439000.0,4,2.25,2570,9503,2.0,0,0,3,8,2570,0,1980,0,98011,47.764,-122.167,1950,9600 +5634500251,20150327T000000,450000.0,3,1.0,1160,36831,1.0,0,0,3,7,1160,0,1938,0,98028,47.7507,-122.237,1800,15640 +3125079062,20150426T000000,589000.0,3,2.5,2660,206480,1.0,0,0,3,8,2660,0,1989,0,98024,47.6042,-121.956,2660,206736 +3629920140,20150407T000000,477000.0,3,2.25,1260,3000,2.0,0,0,3,7,1260,0,2003,0,98029,47.5459,-121.997,1630,3023 +6844703410,20140924T000000,587500.0,4,2.25,1780,6120,1.0,0,0,3,8,1310,470,1951,0,98115,47.6955,-122.287,1780,6120 +1337300070,20140924T000000,1315000.0,4,2.25,3180,6105,2.0,0,0,3,10,3180,0,1905,0,98112,47.6255,-122.314,3180,6029 +9290900160,20140911T000000,1430000.0,4,2.5,3380,27589,2.0,0,0,3,10,3380,0,1966,0,98004,47.6292,-122.225,3390,20075 +2251500270,20150413T000000,700000.0,4,2.25,2690,15000,2.0,0,0,3,9,1890,800,1978,0,98074,47.612,-122.064,2670,15030 +414100295,20140623T000000,275000.0,2,1.0,1180,6552,1.0,0,0,4,6,1180,0,1949,0,98133,47.7477,-122.342,1070,7200 +1771110640,20140624T000000,367500.0,3,1.0,1660,11783,1.0,0,0,4,7,1160,500,1978,0,98077,47.7563,-122.075,1320,10541 +808300550,20150505T000000,453250.0,4,2.5,2260,6300,2.0,0,0,3,7,2260,0,2001,0,98019,47.7235,-121.958,2300,6300 +4322500055,20150417T000000,607000.0,5,1.75,1910,5428,1.0,0,0,3,8,1390,520,1954,0,98136,47.5333,-122.392,1820,5900 +3810000565,20140702T000000,255000.0,4,2.0,2430,8960,1.0,0,0,3,7,1430,1000,1960,0,98178,47.4979,-122.232,2430,8960 +461002025,20150501T000000,501000.0,2,2.0,1300,2500,1.0,0,0,4,7,770,530,1926,0,98117,47.6831,-122.373,1160,5000 +8559900140,20150331T000000,450000.0,3,1.0,1060,4650,1.0,0,0,3,7,910,150,1950,0,98116,47.5784,-122.393,1480,4750 +8899210320,20140820T000000,360000.0,3,2.25,2200,8000,2.0,0,0,3,8,2200,0,1981,0,98055,47.4522,-122.208,2170,8000 +952002765,20141114T000000,460000.0,4,1.75,1720,3050,1.5,0,0,5,7,1040,680,1929,0,98116,47.5654,-122.384,1570,6100 +7101100055,20150303T000000,753000.0,3,1.75,2360,8290,1.0,0,0,4,7,1180,1180,1950,0,98115,47.6738,-122.281,1880,7670 +3013300510,20150506T000000,389950.0,2,1.0,820,4234,1.0,0,1,3,6,820,0,1951,0,98136,47.5294,-122.386,1550,4236 +1623300765,20140506T000000,469000.0,2,1.0,1030,4400,1.0,0,0,3,7,1030,0,1924,0,98117,47.681,-122.361,1400,4200 +9322800260,20140912T000000,550000.0,4,1.75,2030,5688,2.0,0,4,4,9,1730,300,1939,0,98146,47.5071,-122.387,2320,11107 +6141600140,20140904T000000,565000.0,5,3.5,2700,11675,1.5,0,2,4,6,1950,750,1948,0,98133,47.7172,-122.349,2160,8114 +9315300260,20140521T000000,189650.0,2,1.75,1100,7600,1.0,0,0,3,6,1100,0,1980,0,98198,47.4136,-122.318,1230,7350 +7015200335,20140619T000000,1525000.0,4,3.25,3620,5131,2.0,0,3,4,11,2350,1270,1927,0,98119,47.6499,-122.37,2550,5174 +1545806510,20140820T000000,260000.0,3,1.75,1340,8000,1.0,0,0,3,7,1340,0,1980,0,98038,47.3651,-122.044,1690,8000 +8643200055,20140601T000000,243000.0,3,1.75,1790,12000,1.0,0,0,3,7,1040,750,1960,0,98198,47.3945,-122.313,1840,12000 +7855000550,20141201T000000,1100000.0,4,2.5,3830,13800,1.0,0,4,4,9,2030,1800,1969,0,98006,47.5671,-122.157,3460,9875 +1313500070,20140820T000000,249000.0,3,1.5,1580,7200,1.0,0,0,4,7,1080,500,1976,0,98092,47.2761,-122.152,1580,7470 +290000055,20140516T000000,720000.0,2,1.0,2020,7200,1.0,0,3,4,7,1700,320,1947,0,98146,47.506,-122.384,2020,7200 +4139460200,20150325T000000,905000.0,4,2.5,3330,9557,2.0,0,0,3,10,3330,0,1995,0,98006,47.5526,-122.102,3360,9755 +3931900295,20150423T000000,824500.0,4,2.5,2610,3500,1.5,0,0,5,7,1610,1000,1927,0,98115,47.6848,-122.326,1820,3900 +7365600070,20140624T000000,762500.0,4,2.75,2610,8760,1.0,0,0,4,8,1760,850,1978,0,98040,47.5875,-122.229,2550,10376 +9274200320,20150413T000000,580000.0,3,2.5,1740,1280,3.0,0,2,3,8,1740,0,2008,0,98116,47.589,-122.387,1740,1308 +8856920260,20140818T000000,380000.0,3,2.0,1840,8580,1.0,0,0,3,8,1840,0,1990,0,98058,47.4626,-122.132,2190,8580 +4083306175,20150401T000000,805000.0,3,1.75,1080,3200,1.0,0,0,4,7,880,200,1926,0,98103,47.6503,-122.338,1780,5200 +7588700204,20140716T000000,520000.0,4,1.75,1240,4532,1.5,0,0,4,7,1240,0,1944,0,98117,47.6892,-122.378,1260,4468 +3271800295,20150203T000000,1569500.0,5,4.5,5620,5800,3.0,0,3,3,11,4700,920,1999,0,98199,47.6482,-122.412,2360,5800 +6052400575,20140514T000000,175000.0,2,1.0,1170,8925,1.0,0,2,3,6,1170,0,1911,0,98198,47.4017,-122.321,1380,7440 +7861300140,20140616T000000,353500.0,4,2.25,1760,9602,2.0,0,0,3,7,1760,0,1987,0,98058,47.4248,-122.158,1860,9656 +6117501176,20150102T000000,500000.0,4,2.5,2230,26989,1.0,0,1,4,8,1400,830,1962,0,98166,47.4285,-122.345,2570,17702 +2592400140,20150211T000000,386500.0,3,1.75,1520,7350,1.0,0,0,4,7,1140,380,1972,0,98034,47.7167,-122.17,1380,7350 +7135300046,20140716T000000,210000.0,2,1.0,1450,4750,1.0,0,0,3,7,850,600,1950,0,98118,47.5293,-122.272,1190,5000 +8665900295,20150423T000000,439500.0,3,2.5,1600,6510,1.0,0,0,3,7,940,660,1983,0,98155,47.7679,-122.308,1600,10507 +6699000810,20140813T000000,315000.0,5,2.5,3220,5751,2.0,0,0,3,8,3220,0,2002,0,98042,47.3717,-122.104,2740,5500 +5104510240,20140519T000000,339000.0,4,2.5,1830,8601,2.0,0,0,3,7,1830,0,2003,0,98038,47.3576,-122.016,1830,5184 +7856700990,20140924T000000,655000.0,4,2.25,2200,9163,1.0,0,0,4,8,1430,770,1971,0,98006,47.5653,-122.146,2420,9163 +8682300640,20140828T000000,740000.0,2,2.5,2170,8678,1.0,0,0,3,8,2170,0,2008,0,98053,47.7161,-122.014,2170,5890 +6918700320,20150306T000000,685000.0,5,2.5,1900,7843,2.0,0,0,5,7,1900,0,1966,0,98008,47.6273,-122.123,1900,7350 +9560700055,20150310T000000,550000.0,5,2.5,2960,9877,1.0,0,0,4,7,1480,1480,1960,0,98005,47.5866,-122.171,1900,9877 +3013300055,20140602T000000,405000.0,2,1.75,1710,4234,2.0,0,0,3,7,1330,380,1920,1979,98136,47.5319,-122.386,1530,4556 +9201000320,20150416T000000,765000.0,4,2.25,2620,17366,1.0,0,3,3,9,1430,1190,1984,0,98075,47.584,-122.077,2620,15335 +9151600695,20150304T000000,625000.0,3,2.0,2140,3600,2.0,0,0,3,8,1680,460,1911,1997,98116,47.5846,-122.383,2340,5400 +2143700830,20141006T000000,207000.0,4,2.5,2100,19680,1.5,0,0,3,6,2100,0,1914,0,98055,47.4787,-122.23,1340,12300 +2143700830,20150312T000000,370000.0,4,2.5,2100,19680,1.5,0,0,3,6,2100,0,1914,0,98055,47.4787,-122.23,1340,12300 +2591020140,20141202T000000,475000.0,3,2.5,1460,4961,1.0,0,0,4,8,1150,310,1988,0,98033,47.6955,-122.183,1550,5449 +6414600262,20140829T000000,365000.0,2,1.0,990,8250,1.0,0,0,3,7,990,0,1955,0,98133,47.7252,-122.331,1080,8168 +1387301360,20141222T000000,411800.0,4,2.25,2190,6800,1.0,0,0,5,7,1340,850,1969,0,98011,47.7367,-122.195,1560,7611 +5561400260,20140721T000000,668000.0,5,3.5,3990,42436,2.0,0,0,3,9,2710,1280,2002,0,98027,47.461,-122.0,3030,41684 +7942601805,20140911T000000,618000.0,3,2.5,2340,3630,2.0,0,0,3,9,2340,0,1998,0,98122,47.6059,-122.307,1820,5120 +1887500045,20141226T000000,247500.0,4,2.0,2460,5921,1.0,0,0,4,7,1230,1230,1948,0,98002,47.308,-122.209,1260,6648 +5505700055,20140730T000000,345000.0,5,3.0,2080,6150,1.0,0,0,3,7,1040,1040,1950,0,98116,47.5707,-122.394,1420,6150 +3886902505,20150311T000000,616300.0,3,2.0,1700,8400,2.0,0,2,3,7,1700,0,1927,0,98033,47.6825,-122.19,1820,9000 +6703100135,20150116T000000,348000.0,3,1.5,1330,6768,1.0,0,0,4,7,1330,0,1952,0,98155,47.7366,-122.319,1320,6910 +1552520070,20141202T000000,425000.0,3,2.5,1630,10762,1.0,0,0,3,7,1630,0,1994,0,98011,47.7508,-122.175,1770,10762 +8163300320,20140614T000000,850000.0,5,2.75,2920,11880,1.0,0,0,5,8,1660,1260,1968,0,98027,47.5133,-122.031,3910,14491 +1853081000,20140717T000000,820000.0,5,2.75,2830,6137,2.0,0,0,3,9,2830,0,2010,0,98074,47.5932,-122.058,3170,6285 +4403600240,20150113T000000,832000.0,4,2.25,3190,52953,2.0,0,0,4,10,3190,0,1980,0,98075,47.5933,-122.075,3190,51400 +3885803625,20141203T000000,835000.0,3,1.75,1490,3840,2.0,0,0,3,8,1490,0,1984,2014,98033,47.6916,-122.214,3450,8500 +869700370,20150410T000000,350000.0,3,2.5,1630,3425,2.0,0,0,3,8,1630,0,1999,0,98059,47.4913,-122.154,1420,3425 +4307301160,20140722T000000,349000.0,4,2.5,2280,4096,2.0,0,0,3,7,2280,0,2003,0,98056,47.4834,-122.182,2280,3600 +2402100575,20140613T000000,1125000.0,6,3.75,3010,4360,2.0,0,0,3,9,2000,1010,2014,0,98103,47.6873,-122.333,1600,5160 +4307350990,20150309T000000,320000.0,3,2.5,1590,3480,2.0,0,0,3,7,1590,0,2004,0,98056,47.4805,-122.178,1680,3480 +2873000260,20150305T000000,150000.0,3,1.0,1250,7210,1.0,0,0,4,7,1250,0,1968,0,98031,47.4169,-122.168,1010,7210 +795001600,20141125T000000,340000.0,3,1.0,1710,10190,1.0,0,0,3,6,1310,400,1949,0,98168,47.506,-122.331,1200,6251 +98030140,20141013T000000,785500.0,4,4.0,3280,8448,2.0,0,0,3,10,3280,0,2007,0,98075,47.5818,-121.973,3730,8030 +5409800140,20150217T000000,410500.0,4,2.5,3362,8601,2.0,0,0,3,8,3362,0,2004,0,98003,47.2592,-122.304,2770,8601 +9253900354,20140701T000000,580000.0,3,2.5,2200,11000,2.0,0,2,3,9,2200,0,1978,0,98008,47.5916,-122.112,2200,12851 +3319500922,20150421T000000,345000.0,2,1.5,830,920,2.0,0,0,3,7,830,0,2005,0,98144,47.5998,-122.306,830,1200 +3404700041,20140929T000000,550000.0,3,2.25,2160,37000,1.5,0,0,4,7,1760,400,1933,0,98052,47.7297,-122.139,2540,37000 +2314300200,20141021T000000,449500.0,4,3.0,2580,7299,2.0,0,0,3,8,2580,0,1998,0,98058,47.4646,-122.15,2250,6165 +9265700045,20140624T000000,300000.0,3,1.0,2150,7007,1.0,0,0,3,6,2150,0,1954,0,98177,47.7615,-122.362,1720,9000 +3528000260,20141111T000000,915000.0,4,2.5,3510,28052,2.0,0,0,3,10,3510,0,1988,0,98053,47.6671,-122.057,2890,28295 +3066120030,20150127T000000,1575000.0,4,3.75,3810,9916,2.0,0,0,3,11,3810,0,1989,0,98040,47.5739,-122.234,3040,11250 +4278900055,20140528T000000,599000.0,4,2.75,2020,2750,1.0,0,0,3,8,1010,1010,1917,2014,98122,47.6053,-122.291,1840,4000 +9512000140,20140505T000000,755000.0,4,2.5,2120,10202,1.0,0,0,4,7,1620,500,1960,0,98005,47.5858,-122.17,1570,10762 +6381500505,20150402T000000,400000.0,3,1.0,1250,7157,1.0,0,0,3,7,1250,0,1944,2010,98125,47.7323,-122.304,1300,6796 +1697000400,20150330T000000,133000.0,3,1.0,980,9115,1.0,0,0,3,7,980,0,1968,0,98198,47.3737,-122.312,1470,8716 +2548100140,20150116T000000,330000.0,4,1.5,1250,8400,1.0,0,0,3,7,960,290,1951,0,98155,47.7505,-122.315,1560,8400 +7225000140,20150218T000000,330000.0,4,1.0,1100,5000,1.5,0,0,5,6,1100,0,1904,0,98055,47.4868,-122.204,1560,4838 +2126049032,20140905T000000,375000.0,3,1.75,1330,9417,1.0,0,0,5,6,710,620,1936,0,98125,47.7231,-122.301,1690,7937 +3876300890,20141211T000000,485000.0,4,2.75,2560,8956,1.0,0,0,4,7,1500,1060,1968,0,98034,47.7278,-122.177,2280,9234 +7715800710,20140722T000000,470000.0,4,2.5,1850,11250,1.5,0,0,3,7,1210,640,1981,0,98074,47.6264,-122.062,1650,7623 +2397101200,20141221T000000,1045000.0,4,3.0,2790,3600,2.0,0,0,3,8,1880,910,1905,2013,98119,47.6362,-122.363,1360,3600 +5100401160,20140707T000000,548800.0,4,1.0,1660,4704,1.5,0,0,3,7,1260,400,1930,0,98115,47.6918,-122.32,1360,5413 +2741100800,20140708T000000,315000.0,2,1.0,1080,2674,1.0,0,0,4,6,720,360,1919,0,98108,47.5595,-122.317,1250,5000 +34001160,20140919T000000,590000.0,3,2.0,3030,9374,1.0,0,1,4,7,2100,930,1959,0,98136,47.5289,-122.391,1990,6012 +5637200200,20140523T000000,439950.0,4,2.5,2380,12067,2.0,0,0,3,7,2380,0,2002,0,98059,47.4873,-122.144,2330,8621 +3410600335,20140603T000000,325000.0,3,1.75,2250,26337,1.0,0,0,3,8,2250,0,1980,0,98092,47.3032,-122.123,1830,26337 +8024201370,20141208T000000,400000.0,2,1.0,880,5111,1.0,0,0,3,6,880,0,1931,0,98115,47.6997,-122.314,1370,5111 +3066410800,20141211T000000,685000.0,4,2.5,2770,10051,2.0,0,0,3,10,2770,0,1987,0,98074,47.6288,-122.043,2730,10675 +5306100240,20140918T000000,339950.0,3,2.0,1340,10200,1.5,0,0,3,7,1340,0,1953,0,98133,47.7756,-122.351,1420,10200 +9334800140,20141023T000000,315000.0,3,1.75,1660,8160,1.0,0,0,4,7,1660,0,1951,0,98166,47.4608,-122.358,1490,8100 +7203101260,20150211T000000,411753.0,3,2.5,1710,3795,2.0,0,0,3,7,1710,0,2009,0,98053,47.6968,-122.024,1600,3821 +7577700070,20140828T000000,577000.0,2,1.75,1620,4879,1.0,0,0,3,7,1040,580,1924,2011,98116,47.5703,-122.385,1500,5000 +6072100140,20141017T000000,500000.0,3,1.75,1530,8829,1.0,0,0,5,8,1530,0,1972,0,98006,47.545,-122.171,2060,9226 +3874000240,20141202T000000,210000.0,3,2.0,1440,10111,1.0,0,0,3,7,1440,0,1963,0,98001,47.345,-122.283,1580,10200 +6151800135,20140827T000000,640000.0,4,1.75,2020,16120,1.0,0,0,3,7,2020,0,1969,0,98010,47.3413,-122.048,1940,16350 +1826049225,20150417T000000,460000.0,4,1.75,1870,8663,1.0,0,0,5,7,1870,0,1949,0,98133,47.7366,-122.35,1560,7800 +8150100240,20150218T000000,265000.0,2,1.0,620,4760,1.0,0,0,3,6,620,0,1941,0,98126,47.5286,-122.376,620,4760 +5152960710,20140514T000000,740000.0,5,5.0,5774,31675,1.0,0,2,3,11,4490,1284,1984,0,98003,47.3466,-122.323,3260,13200 +4027701275,20140718T000000,230000.0,3,1.0,1240,6195,1.0,0,0,3,6,1240,0,1948,0,98028,47.7681,-122.266,1760,11080 +1545807990,20150217T000000,315000.0,3,1.75,1890,10661,1.0,0,0,5,7,1460,430,1978,0,98038,47.3583,-122.056,1680,9604 +1726069179,20141223T000000,432000.0,3,1.75,2410,51763,1.0,0,0,4,8,1410,1000,1981,0,98077,47.7429,-122.056,2410,49207 +3905100070,20150203T000000,467000.0,3,2.5,1530,3984,2.0,0,0,3,8,1530,0,1995,0,98029,47.569,-122.007,1720,4005 +7316400070,20140925T000000,255000.0,5,3.75,2800,9900,1.0,0,0,3,7,2800,0,1964,0,98023,47.319,-122.344,1700,13200 +2113700335,20150408T000000,316500.0,3,1.75,1460,6360,1.0,0,2,3,7,1010,450,1979,0,98106,47.5311,-122.353,1400,4240 +3972900160,20150403T000000,190000.0,4,2.0,1580,6250,1.0,0,0,3,7,860,720,1977,0,98155,47.7659,-122.31,1580,6250 +2767603215,20140516T000000,490000.0,3,2.0,1450,2400,1.5,0,0,3,8,1450,0,1900,2003,98107,47.6726,-122.381,1450,4275 +3664500041,20150417T000000,378000.0,4,1.75,1990,23200,1.0,0,0,4,7,1990,0,1976,0,98059,47.486,-122.129,1950,17040 +5379804150,20150211T000000,598800.0,6,4.0,4470,17877,3.0,0,3,3,9,3230,1240,2013,0,98188,47.4514,-122.273,1790,18260 +9188200570,20140902T000000,333800.0,5,3.0,1980,3868,1.0,0,0,3,7,1220,760,1990,0,98118,47.5173,-122.275,1970,3868 +3905010140,20140529T000000,690000.0,4,2.5,2920,9904,2.0,0,0,4,9,2920,0,1990,0,98029,47.5759,-121.995,1810,5617 +5141000685,20141021T000000,320000.0,4,1.75,1660,6200,1.0,0,0,4,6,830,830,1948,0,98108,47.56,-122.316,1780,5968 +6738700320,20150414T000000,1249000.0,4,3.5,3190,6000,1.5,0,3,4,9,2410,780,1912,0,98144,47.5846,-122.29,2840,4000 +1246700152,20140721T000000,335000.0,3,1.5,1560,9600,1.0,0,0,4,7,1560,0,1961,0,98033,47.6918,-122.163,1520,10000 +2926069062,20140811T000000,840000.0,3,2.5,3050,33920,1.0,0,0,3,8,3050,0,2004,0,98052,47.7034,-122.072,1970,60984 +6114400136,20140714T000000,608250.0,4,2.75,3030,21780,2.0,0,0,3,8,3030,0,1986,0,98166,47.4481,-122.338,3020,28027 +6127010800,20140609T000000,550000.0,3,2.5,2260,4165,2.0,0,0,3,7,2260,0,2005,0,98075,47.5922,-122.008,2770,4566 +4222000320,20150422T000000,240000.0,3,1.0,1260,7920,1.0,0,0,3,7,1260,0,1966,0,98003,47.3452,-122.308,1300,7920 +2600010070,20150414T000000,998000.0,3,2.25,3370,11757,2.0,0,2,4,9,3370,0,1980,0,98006,47.5573,-122.16,2690,10500 +3826500570,20140829T000000,275000.0,3,1.75,1490,8000,1.0,0,0,3,8,1490,0,1978,0,98030,47.3817,-122.166,1740,8165 +8159620160,20150424T000000,284200.0,3,2.5,1570,9292,1.0,0,0,3,7,1110,460,1977,0,98001,47.3386,-122.272,1470,9222 +1118001805,20140724T000000,1715000.0,4,3.75,4490,7623,2.0,0,0,4,10,3090,1400,1941,0,98112,47.6315,-122.29,3760,7653 +3398800055,20141119T000000,2400000.0,4,3.75,4090,24825,2.0,0,0,4,11,3400,690,1926,0,98102,47.6338,-122.319,3910,11500 +3528000510,20140905T000000,930800.0,5,2.5,4150,96574,2.0,0,0,3,10,4150,0,1988,0,98053,47.6664,-122.045,3320,40803 +627300105,20140729T000000,930000.0,4,3.0,2900,10400,1.0,0,3,5,8,1530,1370,1959,0,98008,47.5854,-122.114,2820,10400 +3279000070,20140828T000000,215000.0,4,1.5,1430,8775,1.0,0,0,3,7,1030,400,1979,0,98023,47.3034,-122.383,1390,7800 +1922039062,20150420T000000,480000.0,2,1.5,1008,26487,1.0,1,4,4,6,1008,0,1943,2002,98070,47.3853,-122.479,1132,24079 +312000135,20140520T000000,483945.0,2,1.75,1480,5120,1.0,0,0,4,6,840,640,1951,0,98116,47.558,-122.392,1090,5120 +6054650510,20140609T000000,347000.0,3,1.75,1240,8050,1.0,0,0,4,7,1240,0,1978,0,98074,47.6108,-122.044,1370,9856 +3279000240,20150330T000000,232500.0,3,2.0,1370,9760,1.0,0,0,4,7,1110,260,1979,0,98023,47.3009,-122.384,1640,9040 +1402000070,20140520T000000,390000.0,4,2.25,1770,33132,1.0,0,0,4,8,1190,580,1965,0,98058,47.4413,-122.151,2490,20000 +1562200240,20140918T000000,550000.0,3,2.25,2160,15360,1.0,0,0,3,8,1410,750,1965,2000,98007,47.6232,-122.138,2180,8480 +3904921070,20140812T000000,590000.0,4,2.5,2340,8971,2.0,0,0,3,9,2340,0,1987,0,98029,47.5679,-122.011,2510,9219 +4045500510,20140521T000000,420850.0,1,1.0,960,40946,1.0,0,0,5,5,960,0,1945,0,98014,47.6951,-121.864,1320,20350 +8849300160,20150205T000000,345000.0,4,2.5,2280,8190,1.0,0,3,3,7,1390,890,1983,0,98188,47.4414,-122.272,1990,9000 +4123810140,20150227T000000,429800.0,3,2.0,1970,7000,1.0,0,0,3,8,1970,0,1986,0,98038,47.3744,-122.043,1970,7365 +2473251170,20140626T000000,302000.0,4,1.75,1530,17664,1.5,0,0,3,7,1530,0,1968,0,98058,47.4549,-122.155,1530,11625 +6430500186,20141104T000000,800000.0,4,1.5,1790,3952,1.5,0,0,4,8,1790,0,1932,0,98103,47.689,-122.352,1200,3876 +4136950140,20141215T000000,250000.0,3,2.5,1700,6000,2.0,0,0,3,8,1700,0,1997,0,98092,47.2615,-122.221,1940,6626 +1370802650,20140729T000000,605000.0,3,2.0,2660,4500,1.0,0,0,4,7,1330,1330,1922,0,98199,47.6391,-122.403,1790,5000 +1721069036,20140529T000000,412000.0,3,1.75,1950,52256,1.0,0,0,4,8,1950,0,1985,0,98042,47.3133,-122.078,2450,51836 +8637100370,20141112T000000,252000.0,3,2.0,1340,5670,2.0,0,0,3,6,1340,0,1994,0,98055,47.4498,-122.194,1290,4892 +8952900260,20140919T000000,375000.0,3,1.0,1130,12500,1.5,0,0,3,7,1130,0,1954,0,98118,47.5491,-122.268,2280,8750 +1972202080,20140710T000000,725000.0,2,1.75,1950,2719,1.0,0,0,5,7,1010,940,1919,0,98103,47.6513,-122.346,1360,1256 +9476200350,20141013T000000,471750.0,5,3.5,3790,8200,1.0,0,1,3,8,2120,1670,2001,0,98056,47.4891,-122.19,1740,8676 +1523069204,20141208T000000,490000.0,4,2.25,2020,85813,2.0,0,0,3,7,2020,0,1995,0,98027,47.483,-122.026,2120,85813 +2856100125,20141001T000000,439000.0,2,1.0,800,5100,1.0,0,0,3,7,800,0,1945,0,98117,47.6775,-122.388,1330,5100 +2968800626,20140822T000000,355000.0,4,2.0,1770,8890,1.0,0,0,5,6,1770,0,1949,0,98166,47.4589,-122.353,1010,7620 +2129700320,20150505T000000,250000.0,1,0.75,940,87120,1.0,0,0,3,6,940,0,1944,0,98019,47.7182,-121.956,1930,165528 +8965500320,20150326T000000,780000.0,4,2.25,2260,16188,1.0,0,0,3,10,2260,0,1984,0,98006,47.5637,-122.112,2840,10158 +952005224,20141105T000000,409000.0,2,1.0,890,3271,1.0,0,0,4,6,890,0,1918,0,98116,47.5631,-122.381,1190,5175 +4443801160,20140610T000000,420000.0,2,1.0,860,3880,1.0,0,0,4,6,860,0,1916,0,98117,47.6862,-122.391,1230,4260 +5101404170,20141113T000000,200000.0,1,0.75,680,9600,1.0,0,0,3,5,680,0,1947,0,98115,47.6964,-122.306,1580,6624 +1241500350,20150105T000000,830000.0,2,1.5,2130,35679,1.0,0,0,4,7,2130,0,1963,0,98033,47.6638,-122.171,2670,35679 +4379400560,20140529T000000,695000.0,3,2.5,2390,4555,2.0,0,0,3,9,2390,0,2006,0,98074,47.6199,-122.025,2540,4500 +629810350,20140521T000000,815000.0,4,2.75,3488,9614,2.0,0,0,3,10,3488,0,1998,0,98074,47.6055,-122.013,3600,10891 +5466400550,20141113T000000,210000.0,3,1.75,1260,6223,1.0,0,0,3,7,820,440,1983,0,98042,47.3574,-122.158,1260,6553 +3619600132,20140915T000000,635000.0,3,1.75,2940,6000,1.0,0,2,4,8,1590,1350,1957,0,98177,47.7235,-122.369,2880,8100 +4113800550,20140721T000000,562500.0,4,2.5,2440,7322,2.0,0,0,3,9,2440,0,1991,0,98056,47.5357,-122.179,2590,9927 +7298020240,20140509T000000,402500.0,4,2.5,2600,11951,2.0,0,0,3,10,2600,0,1988,0,98023,47.3053,-122.34,2820,12093 +434000030,20141219T000000,555000.0,3,2.0,2080,7020,1.0,0,0,4,7,1040,1040,1951,0,98115,47.6768,-122.285,1920,7000 +1138000830,20140909T000000,310000.0,3,1.0,1990,7173,1.0,0,0,3,7,1990,0,1972,0,98034,47.7116,-122.213,1320,7245 +8568000070,20140905T000000,500000.0,4,2.5,2840,18001,2.0,0,0,3,9,2840,0,1994,0,98019,47.7359,-121.962,2500,18001 +8822901200,20140723T000000,430000.0,6,3.0,2630,8800,1.0,0,0,3,7,1610,1020,1959,0,98125,47.7166,-122.293,1220,1173 +1118002090,20140628T000000,1600000.0,3,4.25,2820,7200,2.0,0,0,4,10,2460,360,1930,0,98112,47.6298,-122.29,3300,7522 +3856901525,20141001T000000,627500.0,4,1.0,1560,4080,1.5,0,0,3,7,1560,0,1923,0,98103,47.6711,-122.331,1890,4080 +1180500070,20141124T000000,335000.0,4,2.5,2330,7050,2.0,0,0,3,8,2330,0,1998,0,98178,47.5001,-122.231,1810,5424 +7856560320,20150317T000000,962000.0,4,2.25,3320,20100,1.0,0,0,4,8,1810,1510,1981,0,98006,47.5566,-122.153,2450,9821 +5103900045,20140725T000000,299000.0,3,1.75,1730,14270,1.0,0,0,3,7,1730,0,1959,0,98065,47.5318,-121.833,1600,11232 +8562890370,20150414T000000,399950.0,4,2.5,3110,5868,2.0,0,0,3,8,3110,0,2001,0,98042,47.3781,-122.126,2950,5924 +8807600340,20150325T000000,322000.0,3,1.0,1230,9660,1.0,0,0,3,7,1230,0,1968,0,98053,47.6829,-122.06,1380,10125 +993002325,20140623T000000,430000.0,2,1.5,950,4625,1.0,0,0,4,7,950,0,1949,0,98103,47.6912,-122.34,1440,4625 +1022059082,20140508T000000,307000.0,3,1.75,1890,13860,1.0,0,0,5,7,1890,0,1966,0,98042,47.4156,-122.149,1500,14536 +179000350,20141105T000000,194000.0,3,1.5,1010,5000,1.0,0,0,3,6,1010,0,1943,0,98178,47.4925,-122.278,980,5000 +3915500045,20141114T000000,180000.0,3,1.0,1010,8581,1.0,0,0,4,6,1010,0,1920,0,98002,47.3043,-122.216,1060,10354 +3578400030,20140718T000000,465000.0,4,2.25,2340,13383,1.0,0,0,3,8,1170,1170,1983,0,98074,47.6211,-122.037,1810,12532 +9346700320,20150323T000000,722500.0,4,2.5,2460,9296,2.0,0,0,3,9,2460,0,1978,0,98007,47.6125,-122.152,2730,9900 +3856901715,20140924T000000,470450.0,2,1.0,1010,3400,1.0,0,0,3,7,1010,0,1921,0,98103,47.6711,-122.329,1800,3600 +8700120520,20150127T000000,280000.0,3,2.5,1650,6000,2.0,0,0,3,7,1650,0,1990,0,98030,47.36,-122.194,1750,6000 +7335400400,20150410T000000,176250.0,4,2.0,1440,6702,1.0,0,0,4,7,1440,0,1966,0,98002,47.3056,-122.217,1030,6702 +4319200505,20140617T000000,560000.0,5,1.0,1710,9100,1.5,0,0,4,7,1320,390,1926,0,98126,47.5379,-122.378,1880,9100 +1426049083,20141022T000000,830000.0,3,2.5,2760,11287,2.0,0,3,3,10,2000,760,1991,0,98028,47.739,-122.264,2760,13719 +7795400046,20140611T000000,276900.0,2,1.0,1350,10096,1.0,0,2,4,7,1350,0,1952,0,98045,47.4967,-121.778,1280,10095 +1337800045,20141001T000000,625000.0,3,1.75,1660,4800,2.0,0,0,3,7,1660,0,1906,2014,98112,47.6296,-122.308,1660,4800 +2207500695,20150304T000000,1015000.0,4,2.5,2960,4760,2.0,0,0,3,8,2160,800,1900,0,98102,47.6367,-122.318,1600,4760 +1112000125,20140930T000000,463500.0,1,1.0,1090,8750,1.0,0,0,4,6,1090,0,1924,0,98118,47.54,-122.269,1830,5000 +2472930270,20140905T000000,485000.0,3,2.5,3110,9015,2.0,0,0,3,9,3110,0,1990,0,98058,47.4369,-122.147,2650,8960 +5651500140,20140617T000000,272000.0,3,2.0,1380,7476,1.0,0,0,3,7,1380,0,1989,0,98001,47.3336,-122.272,1600,7227 +7203102080,20141217T000000,305000.0,2,1.0,1290,3140,2.0,0,0,3,7,1290,0,2008,0,98053,47.6971,-122.026,1290,2628 +3626500045,20140626T000000,760000.0,3,2.5,1980,13964,1.0,0,0,5,7,1980,0,1959,0,98040,47.571,-122.227,2040,13964 +3226049117,20150213T000000,387500.0,2,1.0,870,6126,1.0,0,0,4,7,870,0,1938,0,98125,47.7024,-122.322,1620,6126 +6699940140,20140908T000000,352000.0,4,2.5,2470,5015,2.0,0,0,3,8,2470,0,2004,0,98038,47.3457,-122.041,2470,5100 +7702600160,20140709T000000,507000.0,3,1.75,2140,40098,1.0,0,0,5,8,1490,650,1950,0,98058,47.4296,-122.111,2220,35371 +5379804730,20140718T000000,156000.0,3,1.0,770,9750,1.0,0,0,3,6,770,0,1941,0,98188,47.4509,-122.275,1560,10707 +3383900058,20141118T000000,580000.0,3,3.25,1490,857,3.0,0,0,3,8,1220,270,2001,0,98102,47.6357,-122.324,1550,1092 +629600030,20140714T000000,630000.0,4,2.5,2510,35020,1.0,0,0,4,8,1610,900,1977,0,98075,47.5834,-122.003,2080,34398 +1823049171,20141218T000000,275000.0,5,1.5,1950,9000,1.0,0,0,3,7,1130,820,1964,0,98146,47.4882,-122.339,1680,9526 +3760500516,20140724T000000,835000.0,5,4.0,3600,14720,1.0,0,2,5,8,1800,1800,1960,0,98034,47.7022,-122.227,3600,15358 +2641400160,20141205T000000,340000.0,4,2.5,2380,7850,2.0,0,0,3,8,2380,0,1995,0,98055,47.4356,-122.201,1940,7334 +534000075,20140506T000000,329350.0,2,1.0,720,6687,1.0,0,0,3,6,720,0,1942,0,98117,47.7001,-122.362,840,6687 +3892500070,20140728T000000,1480000.0,3,3.5,4070,26000,2.0,0,0,3,11,4070,0,1991,0,98033,47.659,-122.174,3770,26000 +224069084,20150325T000000,475000.0,3,1.0,1250,150117,1.0,0,0,3,7,1250,0,1975,0,98075,47.5956,-122.009,3060,50055 +2767600400,20141118T000000,719950.0,3,2.25,2190,2416,3.0,0,0,3,8,2190,0,2014,0,98117,47.6758,-122.38,1510,3615 +5347200160,20140512T000000,235000.0,1,1.0,810,2451,1.0,0,0,5,7,810,0,1941,0,98126,47.5188,-122.376,980,1198 +9553200125,20150331T000000,875000.0,3,1.5,2440,5750,1.0,0,0,3,8,1320,1120,1939,0,98115,47.6991,-122.296,2160,6820 +5379804888,20150421T000000,380000.0,4,1.75,1740,9150,1.0,0,0,3,7,1740,0,1974,0,98188,47.4498,-122.28,1540,9147 +421079105,20150309T000000,325000.0,3,2.25,1480,97138,1.5,0,0,3,7,1480,0,1984,0,98010,47.3317,-121.927,1730,176418 +4215250030,20140819T000000,475000.0,4,2.5,2120,57050,2.0,0,0,3,9,2120,0,1989,0,98072,47.7611,-122.128,3320,39082 +2420069017,20150324T000000,152900.0,1,1.0,900,4368,1.0,0,0,5,6,900,0,1915,1950,98022,47.2107,-121.99,1290,5000 +2414600400,20140805T000000,210000.0,2,2.0,1190,7570,1.0,0,0,3,6,1190,0,1939,0,98146,47.5113,-122.338,1190,7635 +2461900510,20140926T000000,350000.0,4,1.0,1010,6000,1.0,0,0,3,6,750,260,1925,0,98136,47.5518,-122.383,1450,6000 +7695500200,20150323T000000,505000.0,3,2.5,2100,17882,2.0,0,0,4,8,2100,0,1985,0,98059,47.4754,-122.119,2080,16686 +251200200,20140627T000000,464900.0,4,2.25,2020,8424,1.0,0,0,4,7,1380,640,1979,0,98034,47.7262,-122.233,2030,7236 +513000550,20140922T000000,650000.0,3,2.0,2520,5980,1.0,0,0,3,8,1790,730,1957,0,98116,47.5767,-122.383,1590,5750 +8730000260,20150504T000000,369950.0,2,2.75,1370,1140,2.0,0,0,3,8,1080,290,2009,0,98133,47.7053,-122.342,1370,1090 +3395040550,20140728T000000,250000.0,3,2.5,1530,2890,2.0,0,0,3,7,1530,0,2001,0,98108,47.5434,-122.293,1540,2890 +3395040550,20150429T000000,320000.0,3,2.5,1530,2890,2.0,0,0,3,7,1530,0,2001,0,98108,47.5434,-122.293,1540,2890 +9471200200,20150325T000000,2532000.0,4,4.25,5040,16048,1.0,0,3,3,10,3420,1620,1950,0,98105,47.6702,-122.26,3960,14000 +5469700260,20140903T000000,340000.0,4,2.25,2530,24700,2.0,0,0,3,7,2530,0,1974,0,98031,47.3939,-122.177,2650,24700 +2767600171,20140519T000000,440000.0,2,1.5,1010,1968,1.5,0,0,5,5,1010,0,1906,0,98107,47.6757,-122.385,1760,4200 +898000200,20150402T000000,219950.0,3,1.0,1200,7727,1.0,0,0,4,7,1200,0,1959,0,98022,47.2021,-121.999,1300,7718 +5315100806,20140915T000000,940000.0,4,3.0,2720,11740,1.0,0,0,5,9,2720,0,1957,0,98040,47.5833,-122.242,2640,11740 +9269200786,20140722T000000,399950.0,4,1.5,1850,6125,1.5,0,0,3,6,1110,740,1945,0,98126,47.5352,-122.37,990,6125 +1118001370,20150102T000000,1568000.0,3,2.75,2340,8828,1.0,0,0,4,9,2340,0,1954,0,98112,47.632,-122.289,3480,8526 +3558910640,20150401T000000,528000.0,4,1.75,1860,9750,1.0,0,0,3,7,1460,400,1969,0,98034,47.7097,-122.202,1900,8913 +3761100341,20140828T000000,545000.0,4,1.75,1940,8990,1.0,0,0,4,8,1560,380,1956,0,98034,47.7021,-122.241,2310,11745 +8682261070,20150427T000000,575000.0,2,2.0,1680,6194,1.0,0,0,3,8,1680,0,2004,0,98053,47.7136,-122.03,1900,5850 +8732040810,20141104T000000,235000.0,4,2.75,1770,10184,1.0,0,0,3,8,1250,520,1979,0,98023,47.3074,-122.385,2070,8320 +2991000400,20140723T000000,272000.0,3,2.5,1790,6371,2.0,0,0,3,8,1790,0,1998,0,98092,47.3291,-122.168,1850,6371 +2155500030,20150428T000000,380000.0,4,1.75,1720,9600,1.0,0,0,4,8,1720,0,1969,0,98059,47.4764,-122.155,1660,10720 +5727500102,20150426T000000,195000.0,3,1.0,1280,6967,1.5,0,0,3,7,1280,0,1949,0,98155,47.7512,-122.329,1280,7245 +5104510370,20141014T000000,297000.0,3,2.5,1690,4988,2.0,0,0,3,7,1690,0,2002,0,98038,47.3561,-122.015,1830,4733 +1895450200,20150415T000000,349000.0,4,2.5,2190,7294,2.0,0,0,3,8,2190,0,2003,0,98023,47.2923,-122.357,2240,7379 +8122101146,20140929T000000,320000.0,2,1.0,710,5200,1.0,0,2,4,6,710,0,1942,0,98126,47.5376,-122.371,1610,5200 +7789900030,20140725T000000,319990.0,4,1.5,1890,10707,1.0,0,0,3,7,1890,0,1962,0,98148,47.428,-122.326,1610,8827 +6893300350,20140602T000000,439900.0,2,2.0,1410,12282,1.5,0,0,5,8,1410,0,1909,1988,98024,47.5242,-121.926,1410,8931 +4073800140,20140811T000000,429000.0,3,3.25,2210,3600,2.0,0,0,3,8,1820,390,1995,0,98125,47.7031,-122.279,2010,6690 +538000030,20140730T000000,272500.0,3,2.0,1540,6250,1.0,0,0,3,7,1540,0,1998,0,98038,47.3539,-122.025,2070,6250 +6632300478,20140916T000000,400000.0,4,2.0,1350,7255,1.0,0,0,4,7,1350,0,1959,0,98125,47.7287,-122.31,1050,7288 +4083800340,20150402T000000,462000.0,5,2.0,1380,4300,1.5,0,0,3,7,1380,0,1916,0,98103,47.6647,-122.337,1830,3800 +9214400135,20150310T000000,510000.0,2,1.0,890,6095,1.0,0,0,3,7,890,0,1947,0,98115,47.6823,-122.298,1450,5985 +8944600200,20140623T000000,550000.0,3,2.5,1900,3255,2.0,0,0,3,8,1900,0,1988,2000,98007,47.6075,-122.147,1880,3350 +8651430370,20150425T000000,150000.0,3,1.0,1240,5200,1.0,0,0,3,6,1240,0,1969,0,98042,47.3701,-122.079,870,5200 +2296700260,20140626T000000,460000.0,3,2.5,1730,8490,1.0,0,0,3,7,1210,520,1969,0,98034,47.7187,-122.219,1870,7400 +3066400140,20140620T000000,632500.0,4,2.5,2090,10306,2.0,0,0,3,10,2090,0,1986,0,98074,47.6304,-122.051,2660,11481 +1771100240,20140925T000000,361000.0,3,1.75,1650,11220,1.0,0,0,4,7,1650,0,1969,0,98077,47.7567,-122.071,1340,10129 +461003251,20140801T000000,437000.0,3,2.25,1130,1221,2.0,0,0,3,8,1030,100,2004,0,98117,47.6799,-122.375,1300,5000 +8699100240,20150505T000000,370000.0,6,2.75,3240,5750,1.0,0,0,4,6,2160,1080,1950,0,98002,47.3054,-122.221,1230,5750 +8691350200,20150417T000000,884250.0,4,2.5,3840,12151,2.0,0,0,3,10,3840,0,1998,0,98075,47.5953,-121.986,3560,11044 +2525300550,20140603T000000,225000.0,3,1.0,1200,9936,1.0,0,0,4,6,1200,0,1969,0,98038,47.3609,-122.029,1200,10189 +7452500045,20140805T000000,235000.0,2,1.0,870,5000,1.0,0,0,3,6,870,0,1949,0,98126,47.5186,-122.375,820,5000 +2489200070,20140720T000000,767500.0,6,3.5,2410,6000,2.0,0,4,3,9,2220,190,1916,1990,98136,47.54,-122.382,1980,6000 +3623500260,20140512T000000,1200000.0,3,1.75,1560,8078,1.5,1,4,4,6,1560,0,1928,0,98040,47.5779,-122.246,2890,16710 +425069104,20141215T000000,715000.0,3,2.5,2410,46609,2.0,0,0,3,9,2410,0,1989,0,98053,47.6789,-122.048,3370,40072 +2239800070,20140627T000000,417000.0,4,2.25,2300,7700,1.0,0,0,3,7,1380,920,1959,0,98125,47.7137,-122.322,2010,8820 +2618300350,20140718T000000,199000.0,3,1.0,1390,12145,1.0,0,0,4,7,1390,0,1964,0,98042,47.4225,-122.15,1030,10800 +1336800160,20140605T000000,875000.0,5,2.5,2920,5568,2.0,0,0,3,8,2320,600,1906,0,98112,47.6265,-122.312,2970,5568 +7519000570,20141110T000000,545000.0,4,1.5,1370,3708,1.5,0,0,3,7,1370,0,1926,0,98117,47.6849,-122.363,2030,3708 +257000105,20140520T000000,192500.0,2,1.0,950,7692,1.0,0,0,3,6,950,0,1926,0,98168,47.4909,-122.298,1820,8221 +4401200350,20150210T000000,822500.0,3,2.5,3090,7708,2.0,0,0,3,10,3090,0,1999,0,98052,47.6868,-122.108,3140,8592 +6402300070,20141208T000000,800000.0,4,2.5,2390,10000,1.0,0,0,3,9,1590,800,1975,0,98040,47.5801,-122.229,1900,9752 +5317100570,20141215T000000,1250000.0,3,2.5,2070,4944,2.0,0,0,3,9,2070,0,1930,0,98112,47.6256,-122.284,3300,6179 +8106100105,20141114T000000,3850000.0,4,4.25,5770,21300,2.0,1,4,4,11,5770,0,1980,0,98040,47.585,-122.222,4620,22748 +9407150240,20141001T000000,295000.0,3,2.5,1460,7936,2.0,0,0,3,7,1460,0,1995,0,98038,47.3673,-122.017,1830,7936 +8682291940,20140630T000000,419000.0,2,1.75,1510,4980,1.0,0,0,3,8,1510,0,2006,0,98053,47.7191,-122.023,1350,4157 +4139420070,20140910T000000,1195000.0,5,3.25,5180,19606,1.0,0,0,3,11,2610,2570,1993,0,98006,47.555,-122.114,4050,15296 +629400340,20141222T000000,750000.0,4,2.75,3430,13907,2.0,0,0,3,11,3430,0,1995,0,98075,47.5879,-121.993,3250,13851 +3380900160,20150428T000000,502000.0,4,1.5,1700,8400,1.0,0,0,3,7,1700,0,1953,0,98177,47.7677,-122.359,1750,8475 +2175100270,20140604T000000,1025000.0,3,1.75,2640,8000,1.0,0,3,4,9,1320,1320,1960,0,98040,47.5826,-122.246,2740,6000 +3448000270,20150313T000000,398500.0,3,1.0,1200,15960,1.5,0,0,3,6,1200,0,1945,0,98125,47.7163,-122.299,1120,7800 +8701600510,20150414T000000,700000.0,2,1.5,1850,4945,1.5,0,2,4,7,1850,0,1907,1969,98126,47.5742,-122.379,1850,4950 +6083000083,20140611T000000,248000.0,5,1.5,1510,9078,1.0,0,0,4,7,1510,0,1959,0,98168,47.4852,-122.305,1480,9078 +9178600135,20140826T000000,800000.0,4,2.0,2130,2800,1.0,0,0,5,7,1070,1060,1922,0,98103,47.6545,-122.333,1990,3990 +1721059286,20150121T000000,383000.0,4,2.5,2640,8055,2.0,0,0,3,9,2640,0,2004,0,98092,47.315,-122.193,1650,8055 +8161600135,20140527T000000,688000.0,4,3.0,3000,4000,1.5,0,3,3,8,1970,1030,1913,2014,98144,47.5744,-122.307,1900,4000 +2568300132,20141008T000000,521000.0,3,2.0,1870,5455,1.0,0,0,5,7,1060,810,1926,0,98125,47.7029,-122.297,1870,7435 +6414100111,20141105T000000,365000.0,2,1.0,990,9223,1.0,0,0,3,7,990,0,1949,0,98125,47.72,-122.32,1230,7244 +9818700320,20141007T000000,491000.0,3,2.0,2005,7000,1.0,0,0,3,7,1605,400,1980,0,98122,47.6039,-122.298,1750,4500 +686200510,20141122T000000,643000.0,3,2.75,2030,7700,1.0,0,0,5,8,1400,630,1965,0,98008,47.626,-122.112,1780,8160 +3279000370,20150202T000000,279000.0,3,2.5,1500,7350,1.0,0,0,2,7,1060,440,1979,0,98023,47.3025,-122.382,1390,7770 +2767601031,20150202T000000,583500.0,4,1.0,1530,3900,1.5,0,0,4,7,1530,0,1908,0,98107,47.6748,-122.379,1300,3900 +4142450510,20140723T000000,310000.0,3,2.5,1990,3600,2.0,0,0,3,7,1990,0,2004,0,98038,47.3841,-122.041,1790,3600 +3291800510,20140610T000000,310000.0,3,1.75,1420,7650,1.0,0,0,4,7,1100,320,1984,0,98056,47.4892,-122.182,1810,7650 +7893203450,20150323T000000,280000.0,3,1.0,1400,13975,1.0,0,0,4,6,1400,0,1956,0,98198,47.4195,-122.33,1260,7500 +908000260,20141117T000000,272000.0,4,2.5,1870,5692,2.0,0,0,3,7,1870,0,2004,0,98058,47.4334,-122.148,2390,5293 +3225069239,20140707T000000,870000.0,4,3.0,3040,36246,1.5,0,0,3,9,2680,360,1923,2014,98074,47.6093,-122.07,3520,13178 +8645540320,20141118T000000,307000.0,3,2.0,1790,7259,1.0,0,0,3,7,1390,400,1980,0,98058,47.4643,-122.171,1790,7700 +9280200030,20140717T000000,490000.0,2,1.5,1590,4500,1.0,0,0,4,7,920,670,1946,0,98116,47.5831,-122.392,1900,4450 +6159400030,20141008T000000,399950.0,3,2.0,2050,9396,1.0,0,0,5,7,1170,880,1960,0,98155,47.7447,-122.328,1680,9391 +7787400030,20140609T000000,1635000.0,5,3.5,4220,26784,1.0,0,0,3,10,2110,2110,1958,2006,98004,47.6003,-122.206,3450,33945 +1888120140,20140709T000000,989000.0,5,4.5,4030,13474,2.0,0,0,3,11,4030,0,2000,0,98075,47.5812,-121.995,3860,12438 +2916620240,20140618T000000,264950.0,4,1.75,1770,9011,1.0,0,0,5,7,1050,720,1983,0,98042,47.3646,-122.076,1410,8530 +251200240,20140725T000000,491500.0,4,2.75,2100,7236,1.0,0,0,3,8,1400,700,1979,0,98034,47.7267,-122.232,1900,7519 +7695500240,20140514T000000,345000.0,3,2.25,2120,15003,2.0,0,0,3,7,2120,0,1984,0,98059,47.4745,-122.12,2070,15203 +7749500070,20150119T000000,339900.0,4,1.75,2600,18042,1.0,0,0,4,8,2020,580,1969,0,98092,47.2969,-122.189,2200,9408 +6762700340,20150427T000000,852000.0,3,3.0,2400,4000,2.0,0,0,3,7,1860,540,1905,0,98102,47.6288,-122.321,1750,3940 +824069121,20141222T000000,585000.0,5,3.5,3180,40946,1.0,0,3,3,7,1690,1490,1968,0,98075,47.5833,-122.073,2430,29620 +2600100370,20150211T000000,723000.0,4,2.0,2790,8793,1.0,0,0,4,8,1640,1150,1977,0,98006,47.5509,-122.16,2400,9286 +2326059082,20150126T000000,594000.0,3,2.25,2080,70567,2.0,0,0,3,8,2080,0,1990,0,98072,47.7221,-122.124,3730,43560 +2591010240,20141201T000000,405000.0,2,1.5,1370,4102,2.0,0,0,4,7,1370,0,1987,0,98033,47.6943,-122.184,1380,3211 +1085610030,20140801T000000,725500.0,4,2.5,2790,74495,2.0,0,0,3,9,2790,0,1997,0,98053,47.6628,-122.056,2790,24643 +9551202025,20140625T000000,800000.0,2,1.0,1740,5719,1.0,0,0,3,8,1740,0,1955,0,98103,47.6729,-122.335,1980,5000 +4379600030,20140729T000000,1325000.0,3,3.75,6400,76665,1.0,0,2,4,10,3810,2590,1966,0,98177,47.7313,-122.37,3430,60548 +4345000510,20141015T000000,180500.0,3,2.5,1800,8518,2.0,0,0,3,7,1800,0,1996,0,98030,47.3643,-122.185,1770,7570 +4345000510,20150428T000000,325000.0,3,2.5,1800,8518,2.0,0,0,3,7,1800,0,1996,0,98030,47.3643,-122.185,1770,7570 +3327000140,20140617T000000,235000.0,3,1.75,1190,7280,1.0,0,0,4,7,1190,0,1968,0,98092,47.3151,-122.19,1250,7800 +7100000135,20140520T000000,330000.0,2,1.0,860,8308,1.0,0,0,4,7,860,0,1948,0,98146,47.5075,-122.377,1310,8308 +2483200060,20140612T000000,678500.0,3,2.0,2460,6600,1.0,0,2,4,8,1370,1090,1952,0,98136,47.5215,-122.383,2150,6600 +2592400550,20140709T000000,463000.0,4,2.5,1980,6660,2.0,0,0,4,7,1980,0,1974,0,98034,47.7158,-122.167,1980,7150 +2113701200,20140912T000000,250000.0,2,1.0,670,4640,1.0,0,0,3,6,670,0,1943,0,98106,47.53,-122.351,870,4501 +5249804510,20140716T000000,655000.0,3,2.0,1410,4800,1.5,0,0,4,8,1410,0,1927,0,98118,47.5597,-122.267,1820,7200 +9264901040,20140516T000000,239900.0,4,2.25,1860,7000,1.0,0,0,3,8,1120,740,1979,0,98023,47.3127,-122.339,1990,8937 +7967600069,20141117T000000,185000.0,3,1.0,980,9135,1.0,0,0,3,7,980,0,1955,0,98001,47.3496,-122.289,1780,9135 +4219400520,20140616T000000,1735000.0,4,2.25,3040,5000,2.0,0,3,4,9,2080,960,1926,0,98105,47.6565,-122.278,2870,5000 +3810000202,20140905T000000,251700.0,3,2.25,1810,11800,1.0,0,0,3,7,1240,570,1977,0,98178,47.4997,-122.231,1810,5641 +1226039129,20150209T000000,400000.0,4,2.0,1560,8250,1.0,0,0,3,8,1320,240,1964,0,98177,47.7565,-122.358,1870,8258 +8146100370,20140904T000000,735000.0,4,1.75,2100,7960,1.0,0,0,3,8,1340,760,1955,0,98004,47.6079,-122.195,2060,7960 +1224059053,20141027T000000,1700000.0,5,2.0,2500,15250,2.0,1,4,5,8,2500,0,1942,0,98008,47.5883,-122.111,1880,18782 +1623049041,20140508T000000,82500.0,2,1.0,520,22334,1.0,0,0,2,5,520,0,1951,0,98168,47.4799,-122.296,1572,10570 +98020140,20140708T000000,765000.0,4,4.0,3010,7221,2.0,0,0,3,10,3010,0,2004,0,98075,47.5833,-121.97,3490,7518 +9510900070,20140923T000000,292500.0,4,1.75,2140,8162,1.0,0,0,3,7,1420,720,1968,0,98023,47.3096,-122.377,2040,7632 +2473381090,20150325T000000,270000.0,3,2.25,2390,7000,1.0,0,0,4,7,1990,400,1970,0,98058,47.4568,-122.169,1610,7000 +6378500105,20141224T000000,415000.0,2,1.0,1510,6807,1.0,0,0,3,7,1090,420,1939,0,98133,47.711,-122.353,1460,6807 +3861400030,20141124T000000,950000.0,4,1.75,2210,19025,1.0,0,0,4,7,1460,750,1952,0,98004,47.5927,-122.203,2640,14999 +705700640,20140916T000000,353000.0,3,2.75,2170,8396,2.0,0,0,3,7,2170,0,1995,0,98038,47.3812,-122.023,2170,8378 +2767603210,20141210T000000,670950.0,3,2.5,1790,2375,3.0,0,0,3,8,1790,0,2007,0,98107,47.6726,-122.38,1450,2400 +3294700030,20140509T000000,280950.0,3,1.75,1390,8700,1.0,0,3,4,7,840,550,1912,0,98055,47.4725,-122.202,1390,10875 +7524950830,20140527T000000,585000.0,3,1.75,1850,7735,1.0,0,0,4,8,1850,0,1983,0,98027,47.5608,-122.082,2220,7639 +2124069078,20141211T000000,525000.0,2,1.5,1480,43645,1.0,0,0,3,8,1480,0,1974,2006,98027,47.5484,-122.045,1600,34326 +5728000060,20140801T000000,605000.0,3,1.75,1850,8823,1.0,0,0,4,8,1370,480,1973,0,98008,47.6379,-122.112,1880,7580 +2880100160,20141119T000000,1010000.0,4,3.5,3350,3752,2.0,0,0,3,9,2550,800,2007,0,98117,47.6782,-122.365,1050,4960 +4435000520,20140926T000000,245990.0,3,1.0,1040,8410,1.0,0,0,3,7,1040,0,1942,2014,98188,47.453,-122.289,1350,8410 +8856900310,20150203T000000,535000.0,4,2.25,2810,12607,2.0,0,0,3,10,2810,0,1985,0,98058,47.4585,-122.13,2810,17400 +4315700390,20140630T000000,410000.0,1,1.5,1010,5750,1.0,0,0,3,7,1010,0,1911,1948,98136,47.5411,-122.392,1230,5750 +2095800520,20150424T000000,550000.0,3,2.5,2250,7752,2.0,0,0,4,8,2250,0,1988,0,98011,47.7489,-122.185,2080,7033 +4193500140,20140911T000000,665000.0,3,1.75,1800,8000,1.0,0,0,3,8,1800,0,1972,0,98008,47.6357,-122.119,1950,8500 +3582200200,20150427T000000,455000.0,3,1.0,2400,17239,1.0,0,0,4,7,1890,510,1940,0,98028,47.75,-122.245,2390,7350 +9521100106,20140826T000000,440000.0,4,1.0,1780,4000,1.5,0,0,3,7,1780,0,1922,0,98103,47.6624,-122.354,1750,4000 +7351000160,20140708T000000,332000.0,3,2.25,2120,14915,1.0,0,0,3,9,1720,400,1979,0,98001,47.3524,-122.285,2320,13100 +5422420140,20140611T000000,280000.0,3,2.5,1860,6607,2.0,0,0,3,7,1860,0,1989,0,98023,47.2891,-122.351,1760,6766 +7234601162,20140915T000000,570000.0,3,3.5,1460,1021,2.0,0,0,3,8,1150,310,2006,0,98122,47.6169,-122.309,1460,1245 +6623400217,20140515T000000,250000.0,3,1.0,1230,10350,1.0,0,0,4,7,1230,0,1957,0,98055,47.428,-122.199,1510,10427 +3354400060,20150501T000000,238000.0,2,1.0,1088,8453,1.0,0,0,3,6,1088,0,1952,2009,98001,47.2685,-122.231,1088,8016 +408100105,20141103T000000,265000.0,3,1.0,800,5760,1.0,0,0,3,6,700,100,1949,0,98155,47.7505,-122.317,1060,6628 +7297700055,20150305T000000,306000.0,3,1.0,1190,10350,1.0,0,0,4,7,1190,0,1959,0,98028,47.7428,-122.244,1850,10500 +8029740060,20150507T000000,345000.0,5,2.75,1940,4182,1.0,0,0,3,7,1240,700,2002,0,98056,47.4911,-122.17,1950,4182 +1355200060,20140904T000000,765000.0,4,2.5,3300,10764,1.0,0,0,4,9,1720,1580,1971,0,98177,47.7119,-122.365,2290,10975 +4136890560,20150430T000000,346300.0,4,2.5,2590,11018,2.0,0,0,3,8,2590,0,1998,0,98092,47.2634,-122.211,2400,8042 +1320069271,20140612T000000,342500.0,3,2.0,2080,11375,1.0,0,0,3,8,2080,0,2002,0,98022,47.214,-121.993,1080,12899 +9269260240,20150424T000000,501000.0,4,2.25,2680,5439,2.0,0,0,3,7,2680,0,2000,0,98011,47.7534,-122.218,2460,4473 +1796381070,20140625T000000,270000.0,3,2.5,1670,8364,1.0,0,0,4,7,1300,370,1990,0,98042,47.369,-122.084,1490,8143 +6840701125,20150422T000000,638000.0,3,1.0,1830,4400,1.5,0,0,4,8,1720,110,1930,0,98122,47.6052,-122.3,1650,4400 +7443000640,20140912T000000,460000.0,3,1.75,1400,2003,1.0,0,0,4,8,700,700,1908,2006,98119,47.6508,-122.368,1370,1281 +6344000060,20141015T000000,760000.0,4,1.75,2770,8521,1.0,0,0,4,7,1470,1300,1953,0,98004,47.6255,-122.199,1910,9380 +3317500030,20150316T000000,1085000.0,3,2.5,3630,11019,1.0,0,0,4,9,2150,1480,1972,0,98040,47.561,-122.226,3150,13555 +2130702270,20140628T000000,234000.0,3,1.0,1040,8128,1.0,0,0,3,6,1040,0,1983,0,98019,47.7425,-121.981,1520,7500 +3343301920,20150302T000000,1650000.0,3,2.75,2690,8890,2.0,1,4,4,10,2690,0,1975,1991,98006,47.5487,-122.197,2940,8890 +2688100075,20140506T000000,488000.0,5,2.0,2020,5000,1.5,0,0,4,7,2020,0,1938,0,98117,47.6949,-122.37,1510,6600 +6448600060,20150226T000000,1550000.0,5,2.5,2450,20805,2.0,0,0,4,9,2450,0,1963,0,98004,47.6275,-122.227,3020,20324 +6619510060,20150327T000000,499000.0,4,3.0,2030,12675,2.0,0,0,3,7,2030,0,1982,0,98177,47.7689,-122.379,1990,7705 +4058802105,20140904T000000,150000.0,3,1.0,1450,6776,1.0,0,0,3,7,1450,0,1952,0,98178,47.5056,-122.244,1680,7200 +7212660640,20150326T000000,333000.0,4,2.5,2400,7270,2.0,0,0,3,8,2400,0,1993,0,98003,47.2697,-122.312,2150,6584 +8026700105,20150218T000000,700000.0,4,2.75,2870,8625,1.0,0,1,4,8,1860,1010,1959,0,98155,47.7425,-122.289,2430,8479 +8018600640,20140918T000000,275000.0,4,1.0,1340,22500,1.5,0,0,3,7,1340,0,1926,0,98168,47.489,-122.316,1620,10800 +623049315,20140701T000000,330000.0,3,2.5,1680,11312,1.0,0,0,3,7,1080,600,1959,0,98146,47.5051,-122.344,1390,10700 +6632900340,20141124T000000,360000.0,4,2.0,1850,8827,1.0,0,0,3,7,1850,0,1969,0,98155,47.7406,-122.313,1310,6901 +6798100070,20150511T000000,467000.0,3,1.0,1220,8040,1.5,0,0,3,7,1220,0,1965,0,98125,47.7133,-122.308,1360,8040 +8644400060,20141029T000000,568000.0,3,2.5,2320,57063,1.0,0,0,4,9,1790,530,1979,0,98074,47.6163,-122.056,3290,7314 +4388600030,20141103T000000,605000.0,5,2.25,3220,9603,2.0,0,0,3,8,3220,0,1972,0,98052,47.6474,-122.11,2260,10093 +629420260,20141002T000000,750000.0,4,2.75,3190,9023,2.0,0,0,3,9,3190,0,2005,0,98075,47.5898,-121.989,3159,5615 +1117200550,20141014T000000,760000.0,3,2.75,3530,69834,2.0,0,0,3,10,3530,0,1994,0,98053,47.6377,-121.995,3560,74256 +7461420060,20140804T000000,265000.0,3,1.75,2050,10519,1.0,0,0,3,7,1240,810,1979,0,98058,47.4257,-122.146,1770,9605 +5566100060,20140718T000000,490000.0,3,1.75,1720,12540,1.0,0,0,4,7,1720,0,1956,0,98006,47.5699,-122.177,1440,11850 +7714000340,20140619T000000,360000.0,4,2.5,2850,4650,2.0,0,0,3,8,2850,0,2004,0,98038,47.3552,-122.026,2850,4650 +5149300400,20150206T000000,311750.0,4,2.25,2270,12000,1.0,0,0,4,7,1290,980,1976,0,98023,47.3287,-122.353,2030,23980 +3815500045,20141003T000000,399000.0,3,2.25,1880,12473,1.0,0,0,3,8,1420,460,1958,0,98028,47.7623,-122.256,2300,10469 +1843100520,20140725T000000,347000.0,4,2.5,2770,9751,2.0,0,0,3,8,2770,0,1989,0,98042,47.3739,-122.126,2370,6950 +1329000030,20140904T000000,1680000.0,4,3.75,4490,34982,2.0,0,0,3,12,4490,0,1998,0,98005,47.6406,-122.156,4470,37525 +7853240560,20140903T000000,585000.0,4,2.5,3110,6479,2.0,0,0,3,9,3110,0,2005,0,98065,47.5408,-121.861,3110,7075 +8078100260,20140912T000000,340000.0,4,2.5,2360,7475,2.0,0,0,3,8,2360,0,1992,0,98031,47.4052,-122.17,2280,7570 +3905120830,20150415T000000,612000.0,3,2.5,2180,5496,2.0,0,0,3,8,2180,0,1994,0,98029,47.5723,-122.007,2120,5496 +1442800400,20140628T000000,230000.0,2,1.75,1910,3376,2.0,0,0,3,8,1910,0,1980,0,98038,47.3733,-122.057,1470,3623 +3905000200,20140509T000000,604000.0,4,2.5,2260,7753,2.0,0,0,3,9,2260,0,1989,0,98029,47.5752,-121.995,2690,8924 +4399200075,20140703T000000,250000.0,3,1.75,1770,8868,1.0,0,0,4,7,1770,0,1959,0,98002,47.3188,-122.212,1630,9706 +1545802830,20150309T000000,258500.0,3,2.0,1460,7930,1.0,0,0,3,7,1460,0,1989,0,98038,47.359,-122.049,1630,7930 +1370804100,20150324T000000,783000.0,4,2.75,2080,5000,1.0,0,0,5,8,1470,610,1940,0,98199,47.6422,-122.403,1970,5000 +269000240,20141030T000000,1050000.0,5,2.25,2960,7680,1.0,0,2,5,8,1550,1410,1958,0,98199,47.6456,-122.389,2860,7680 +2619920030,20150318T000000,760000.0,4,2.5,3220,4031,2.0,0,0,3,9,3220,0,2002,0,98033,47.688,-122.163,3150,5083 +3438500339,20140526T000000,276000.0,3,1.0,1140,5000,1.0,0,0,3,7,1140,0,1960,0,98106,47.5535,-122.362,1140,5000 +8563001070,20150323T000000,550000.0,4,2.0,1660,12377,1.0,0,0,3,8,1660,0,1966,0,98008,47.6231,-122.102,1820,8968 +4427100105,20150428T000000,398000.0,4,1.0,1430,6240,1.5,0,0,5,7,1430,0,1953,0,98125,47.7272,-122.311,1410,6240 +2767800140,20150313T000000,775000.0,3,3.0,1820,4300,1.5,0,0,4,8,1620,200,1914,1983,98107,47.6711,-122.364,1440,4300 +2600140070,20150409T000000,1027500.0,4,3.0,3540,10202,2.0,0,0,3,8,2720,820,1988,0,98006,47.5471,-122.155,2780,10714 +7231501610,20141023T000000,327000.0,4,1.0,1620,6000,1.5,0,0,5,7,1620,0,1905,0,98055,47.4763,-122.206,1310,6000 +2787250240,20150421T000000,564500.0,4,2.75,3100,14568,2.0,0,0,3,8,3100,0,1995,0,98019,47.7302,-121.974,2860,14396 +5309100295,20141017T000000,782000.0,4,1.75,1500,6820,1.5,0,0,5,7,1500,0,1905,0,98117,47.6794,-122.37,1360,4125 +2781260370,20150128T000000,398000.0,4,2.5,2820,5510,2.0,0,0,3,9,2820,0,2005,0,98038,47.3477,-122.024,2820,5510 +1926059155,20150130T000000,257000.0,3,1.75,1850,10920,1.5,0,0,3,6,1850,0,1915,0,98034,47.7244,-122.222,1510,7871 +7137900960,20140625T000000,235000.0,4,2.0,1570,9415,2.0,0,0,4,7,1570,0,1984,0,98092,47.3168,-122.174,1550,8978 +2817100570,20140627T000000,453000.0,4,2.75,2300,37533,1.0,0,3,5,8,1550,750,1979,0,98070,47.3714,-122.431,2130,10092 +3886902445,20150316T000000,535000.0,2,1.0,920,9000,1.0,0,0,1,6,920,0,1954,0,98033,47.6831,-122.189,1760,8400 +2215902010,20140507T000000,275000.0,3,2.5,1600,7000,2.0,0,0,4,8,1600,0,1993,0,98038,47.3534,-122.057,1700,7000 +1778350270,20140915T000000,665000.0,3,2.5,2630,10047,2.0,0,0,3,9,2630,0,1996,0,98027,47.5515,-122.083,2640,10620 +1449000270,20140806T000000,670000.0,4,2.75,3020,13530,1.0,0,0,4,8,1540,1480,1977,0,98052,47.6299,-122.099,2230,11896 +3755100520,20150427T000000,465000.0,3,1.75,1490,10757,1.0,0,0,3,7,1060,430,1966,0,98034,47.72,-122.229,1490,10609 +8651441620,20141023T000000,210000.0,3,1.5,1160,5200,1.0,0,0,5,7,1160,0,1970,0,98042,47.364,-122.094,1170,5200 +1321970240,20141204T000000,265000.0,4,2.5,2040,4443,2.0,0,0,3,8,2040,0,2001,0,98092,47.3182,-122.189,2040,4637 +6816300060,20150413T000000,426000.0,2,2.5,1550,2657,2.0,0,0,4,8,1550,0,1987,0,98033,47.7034,-122.188,1570,2442 +8563000520,20141029T000000,529219.0,4,2.25,1990,7610,1.0,0,0,4,8,1290,700,1966,0,98008,47.6236,-122.103,1820,8198 +3663000070,20140708T000000,600000.0,3,2.25,1900,46609,1.5,0,0,4,7,1440,460,1969,0,98072,47.7529,-122.116,2460,43560 +255400070,20140701T000000,875000.0,5,3.5,3840,8279,2.0,0,0,3,9,3840,0,2001,0,98074,47.6039,-122.059,3570,8279 +269000070,20150106T000000,608000.0,4,3.0,2400,7680,1.0,0,0,3,7,1200,1200,1956,0,98199,47.6466,-122.389,2670,6342 +1163400070,20141112T000000,220000.0,3,1.0,1660,21514,1.0,0,0,4,7,1660,0,1973,0,98022,47.2159,-121.964,1660,21600 +4139420370,20140811T000000,1760000.0,4,5.0,6055,21630,1.0,0,3,4,12,3555,2500,1996,0,98006,47.5524,-122.112,4890,19223 +2599200160,20140818T000000,295450.0,3,2.0,2030,17120,1.0,0,2,4,8,1890,140,1966,0,98092,47.2953,-122.185,1870,13662 +1704900135,20141111T000000,315000.0,2,1.0,840,5087,1.0,0,0,3,7,840,0,1925,0,98118,47.5557,-122.278,1590,5087 +6648701420,20150213T000000,205000.0,4,2.0,1450,8175,1.0,0,0,4,7,1450,0,1967,0,98031,47.3933,-122.195,1570,9024 +6123000070,20140709T000000,310000.0,3,1.5,1460,9908,1.0,0,0,3,7,1460,0,1952,0,98148,47.4275,-122.331,1420,9582 +7015200136,20150503T000000,1000000.0,5,1.0,2010,5210,1.5,0,0,3,9,1890,120,1927,0,98119,47.6501,-122.37,2330,5000 +5104531820,20140602T000000,525000.0,4,2.5,2910,7631,2.0,0,2,3,9,2910,0,2006,0,98038,47.3552,-122.001,3190,5552 +6620400631,20140709T000000,284000.0,4,1.75,1880,8800,1.0,0,0,3,7,1130,750,1960,0,98168,47.5137,-122.333,1340,8733 +3582500240,20140514T000000,510000.0,3,1.75,2170,26460,1.0,0,0,3,8,1450,720,1986,0,98074,47.6147,-122.045,2090,29075 +1529300160,20140619T000000,405000.0,2,1.0,1260,4377,1.0,0,0,4,7,1260,0,1947,0,98103,47.6988,-122.354,1420,6376 +4027700844,20140916T000000,509950.0,3,2.5,1970,9153,2.0,0,0,3,8,1970,0,2007,0,98028,47.7698,-122.268,1800,9800 +425069139,20141027T000000,600000.0,4,2.25,2090,45738,2.0,0,0,3,8,2090,0,1987,0,98053,47.6876,-122.049,3420,45738 +3047700105,20150423T000000,990000.0,4,3.75,3450,4940,2.0,0,0,3,10,2570,880,2006,0,98103,47.692,-122.338,1880,5387 +2976800550,20150414T000000,280005.0,3,1.5,1130,7200,1.0,0,0,3,7,1130,0,1954,0,98178,47.5041,-122.253,1130,7200 +6151800070,20140903T000000,700000.0,3,1.75,2600,7668,1.0,0,0,4,8,1300,1300,1968,0,98010,47.3402,-122.046,1980,13664 +4364700105,20140804T000000,330000.0,3,1.0,1030,7620,1.0,0,0,3,7,1030,0,1953,0,98126,47.5281,-122.375,1030,7560 +7893804845,20150223T000000,340000.0,2,1.0,1700,6718,1.0,0,2,3,7,1230,470,1956,0,98198,47.4131,-122.331,2040,7500 +7694800070,20140818T000000,468000.0,2,2.5,1480,2167,2.0,0,0,3,8,1390,90,2007,0,98052,47.6658,-122.132,2130,2556 +1922000070,20140609T000000,1339000.0,4,2.5,4250,19387,2.0,0,2,4,9,3260,990,1972,0,98040,47.5578,-122.212,3690,17024 +4035900060,20140919T000000,515000.0,3,1.75,1600,20873,1.0,0,0,3,8,1600,0,1955,0,98006,47.5632,-122.182,2640,18364 +8880600070,20141112T000000,245000.0,4,2.0,1870,8750,1.0,0,2,3,7,1870,0,1977,0,98022,47.1985,-122.001,1770,8207 +739800070,20140527T000000,265000.0,3,2.5,1440,7741,1.0,0,0,4,7,1000,440,1983,0,98031,47.4042,-122.194,1680,7316 +1561910270,20150317T000000,372400.0,3,2.5,2720,11937,2.0,0,0,3,9,2720,0,1990,0,98031,47.4185,-122.212,2590,9683 +7305300370,20150504T000000,390000.0,3,1.5,1240,8410,1.0,0,0,5,6,1240,0,1948,0,98155,47.753,-122.328,1630,8410 +7345000340,20150203T000000,208000.0,3,1.0,1020,6120,1.0,0,0,4,7,1020,0,1967,0,98002,47.278,-122.205,1370,8000 +3971701455,20141003T000000,273000.0,2,0.5,1180,7750,1.0,0,0,4,6,590,590,1945,0,98155,47.769,-122.316,1380,8976 +8035350260,20141009T000000,455000.0,5,3.5,3080,7759,2.0,0,0,3,8,2310,770,2003,0,98019,47.7454,-121.977,2980,8223 +104550520,20150330T000000,270000.0,4,2.5,1750,6397,2.0,0,0,3,7,1750,0,1988,0,98023,47.3082,-122.358,1940,6502 +4037400295,20140730T000000,618000.0,4,2.25,2530,8736,1.0,0,0,4,7,1210,1320,1958,0,98008,47.6049,-122.126,1720,8500 +5413200140,20141021T000000,213550.0,3,2.5,1580,8541,2.0,0,0,3,7,1580,0,1990,0,98001,47.3334,-122.289,1640,7542 +522049104,20140729T000000,210000.0,5,1.75,2340,9148,2.0,0,0,3,7,2340,0,1957,0,98198,47.4232,-122.324,1390,10019 +3859900060,20150112T000000,2750000.0,5,4.0,6300,16065,2.0,0,1,3,12,4360,1940,2004,0,98004,47.5922,-122.207,3260,17287 +6145601715,20141215T000000,403500.0,4,2.75,2400,3844,1.0,0,0,5,7,1200,1200,1974,0,98133,47.7027,-122.347,1100,3844 +1645000310,20150225T000000,235000.0,3,1.5,1300,7600,1.0,0,0,4,7,1300,0,1963,0,98022,47.2083,-122.005,1570,7600 +7471900045,20150421T000000,287500.0,3,2.0,1760,7147,1.0,0,0,4,6,880,880,1936,0,98055,47.4799,-122.232,1720,7147 +7697100030,20140929T000000,546800.0,4,1.5,1520,5910,1.0,0,0,3,7,1020,500,1946,0,98115,47.6904,-122.295,1710,5910 +3313600340,20140616T000000,183000.0,3,1.75,1070,8100,1.0,0,0,4,6,1070,0,1957,0,98002,47.2853,-122.22,1260,8100 +1921069082,20140512T000000,560000.0,3,2.0,2560,216777,1.0,0,0,3,8,2560,0,1986,0,98092,47.295,-122.086,2360,108463 +4263200030,20141205T000000,299500.0,3,1.0,1280,6726,1.0,0,0,3,6,1280,0,1958,0,98144,47.5724,-122.301,1630,5000 +6918700370,20141027T000000,610000.0,4,2.25,1660,7350,1.0,0,0,3,8,1660,0,1965,2014,98008,47.6263,-122.124,1790,7455 +8125200483,20140609T000000,288350.0,3,1.5,1860,7963,1.0,0,0,3,7,1200,660,1963,0,98188,47.4513,-122.268,1800,10400 +1930301555,20140701T000000,500000.0,2,1.0,950,4500,1.0,0,2,3,7,850,100,1926,0,98103,47.6562,-122.354,1670,4000 +7974200776,20141205T000000,625000.0,4,2.75,2140,4000,1.0,0,0,3,7,1190,950,1951,0,98115,47.6792,-122.287,2140,4770 +2719100013,20150429T000000,418000.0,2,1.5,1480,1349,2.0,0,0,3,7,1240,240,2007,0,98136,47.5439,-122.386,1550,1349 +7234601544,20140825T000000,660000.0,3,3.0,2260,1825,2.0,0,0,3,8,1660,600,2002,0,98122,47.6108,-122.308,2260,1834 +5652601455,20140623T000000,775000.0,4,2.5,2300,6158,2.0,0,0,3,9,2300,0,1999,0,98115,47.6943,-122.299,2170,6434 +2558600060,20150123T000000,429500.0,3,2.75,1650,7272,1.0,0,0,4,7,1230,420,1972,0,98034,47.7232,-122.174,1770,7272 +5017000575,20141124T000000,569000.0,3,2.0,1990,3000,1.5,0,0,3,7,1230,760,1908,1970,98112,47.6272,-122.29,1600,4080 +2796100160,20140520T000000,250000.0,4,2.0,1960,7560,1.0,0,0,5,7,1160,800,1978,0,98031,47.4081,-122.178,1950,7560 +5470100270,20141209T000000,225000.0,3,1.5,1310,10491,1.0,0,0,4,7,1310,0,1969,0,98042,47.3682,-122.148,1430,9664 +6112300140,20140514T000000,530000.0,4,2.75,2450,15002,1.0,0,0,5,9,2450,0,1974,0,98166,47.4268,-122.343,2650,15055 +4024101715,20140905T000000,306000.0,3,1.0,910,8658,1.0,0,0,3,7,910,0,1955,0,98155,47.7586,-122.303,1170,10200 +3205100060,20150413T000000,517100.0,3,1.75,1580,9719,1.0,0,0,5,7,1580,0,1962,0,98056,47.5396,-122.18,1760,8539 +4450700030,20140822T000000,354950.0,3,1.75,1780,9689,1.0,0,0,3,7,1130,650,1976,0,98072,47.7628,-122.163,1660,9786 +7920100083,20150414T000000,348000.0,3,1.5,1040,1824,1.0,0,0,3,6,1040,0,1925,0,98115,47.6793,-122.3,1010,5100 +1774350160,20140718T000000,522250.0,4,2.5,2340,41600,1.0,0,0,3,8,1640,700,1977,0,98077,47.7466,-122.077,2340,34960 +2115510340,20140604T000000,275000.0,3,2.5,1720,8755,1.0,0,0,3,8,1000,720,1983,0,98023,47.3186,-122.391,1720,8690 +8901000445,20141218T000000,390000.0,3,1.5,1600,10440,1.0,0,0,3,7,1600,0,1954,0,98125,47.7109,-122.311,1600,8816 +6121800060,20140910T000000,260000.0,3,1.5,1320,9750,1.0,0,0,3,7,1320,0,1954,0,98148,47.4267,-122.331,1530,9750 +8712100320,20140728T000000,585000.0,5,2.75,2350,4178,1.5,0,0,3,8,1520,830,1922,2015,98112,47.6388,-122.3,1920,4178 +2979800520,20140603T000000,605000.0,5,2.75,2740,5616,1.5,0,0,5,7,1670,1070,1925,0,98115,47.6866,-122.317,1600,4592 +2331540070,20140703T000000,342000.0,4,2.5,2300,6448,2.0,0,0,3,8,2300,0,2001,0,98030,47.3813,-122.204,1860,5872 +6345000160,20140827T000000,900000.0,5,3.0,4350,37169,2.0,0,0,3,10,2950,1400,1972,0,98005,47.6518,-122.16,3280,41631 +5126950340,20150330T000000,252000.0,3,1.75,1430,7700,1.0,0,0,4,7,980,450,1981,0,98031,47.3993,-122.183,1430,8625 +5152100160,20150219T000000,357000.0,3,1.75,2400,14012,1.0,0,0,3,9,2400,0,1971,0,98003,47.3371,-122.325,2800,13988 +3298201290,20141224T000000,370000.0,3,1.0,940,7910,1.0,0,0,4,6,940,0,1959,0,98008,47.6181,-122.117,1000,7700 +428000055,20150406T000000,322500.0,3,1.0,1020,13504,1.0,0,0,5,7,1020,0,1959,0,98056,47.5121,-122.17,1110,11158 +8698600055,20140620T000000,210000.0,2,2.0,1680,5756,2.0,0,0,4,7,1680,0,1910,0,98002,47.3065,-122.222,1340,5447 +3034200885,20141208T000000,290000.0,2,1.0,1340,9840,1.0,0,0,3,7,1340,0,1949,0,98133,47.7202,-122.339,1610,8949 +2538400060,20140612T000000,860000.0,4,3.25,3960,7012,2.0,0,0,3,10,3960,0,2005,0,98075,47.5854,-122.08,3680,8522 +3145600045,20150225T000000,302000.0,6,2.0,2650,4621,1.5,0,0,3,8,2650,0,1911,0,98118,47.5543,-122.275,1640,4879 +7183000070,20140821T000000,369160.0,4,2.25,2120,9680,2.0,0,2,4,8,2120,0,1965,0,98003,47.3367,-122.332,2360,9647 +6788200800,20150507T000000,1185000.0,4,2.75,2850,3000,2.5,0,0,3,9,2530,320,2003,0,98112,47.6406,-122.304,2083,4500 +824059083,20140902T000000,993000.0,4,2.0,2850,14810,2.0,0,0,5,8,2490,360,1954,0,98004,47.5892,-122.203,2430,10454 +2724069117,20141114T000000,380000.0,6,2.0,1870,6969,1.0,0,0,4,7,1870,0,1968,0,98027,47.5342,-122.036,1500,6969 +9157600060,20140910T000000,635000.0,4,2.0,2660,8160,1.0,0,0,4,7,1380,1280,1949,0,98177,47.7229,-122.359,1660,8160 +943100262,20141030T000000,260000.0,3,1.0,1190,11120,1.0,0,0,3,6,1190,0,1947,0,98024,47.5687,-121.898,1230,12720 +3810000465,20140520T000000,243000.0,2,1.0,1770,5522,1.5,0,0,4,7,960,810,1943,0,98178,47.4974,-122.231,1830,7378 +2451000070,20150402T000000,1400000.0,4,2.5,2770,8879,2.0,0,0,3,9,2770,0,2001,0,98004,47.5831,-122.193,2770,8882 +7640400070,20140915T000000,665000.0,4,2.5,2080,8100,1.0,0,2,5,8,1220,860,1952,0,98177,47.7228,-122.369,2090,8100 +7732410370,20140909T000000,898000.0,5,2.25,2700,9000,2.0,0,0,5,9,2700,0,1987,0,98007,47.6599,-122.146,2630,9000 +3253500030,20140725T000000,583000.0,4,2.75,2200,9453,1.0,0,0,5,8,1100,1100,1955,0,98144,47.5744,-122.305,1390,5355 +2128000160,20141204T000000,429000.0,4,1.75,2160,7700,2.0,0,0,2,8,2160,0,1977,0,98033,47.6976,-122.169,2080,7700 +3764650070,20141216T000000,471000.0,3,2.5,2010,4059,2.0,0,0,3,8,2010,0,1998,0,98034,47.7317,-122.197,2010,5779 +1118000465,20150312T000000,1810000.0,3,3.5,3780,8295,2.0,0,0,3,9,2430,1350,1951,0,98112,47.6394,-122.29,3780,9127 +2622059062,20141015T000000,739500.0,3,3.25,4460,51177,2.0,0,0,3,9,4460,0,2005,0,98042,47.3648,-122.143,2670,38925 +2211700160,20140512T000000,450000.0,3,1.5,1770,17208,1.0,0,0,3,8,1160,610,1959,0,98006,47.5659,-122.117,2450,17118 +9376301180,20150408T000000,552500.0,3,1.0,1430,5000,1.0,0,0,3,7,1430,0,1949,0,98117,47.6895,-122.37,1210,5000 +2203500570,20150217T000000,437000.0,4,1.75,1700,10642,1.0,0,0,4,7,850,850,1954,0,98006,47.5674,-122.142,1610,11200 +3634100030,20150109T000000,270000.0,4,2.0,1830,5220,1.5,0,0,3,7,1830,0,1951,0,98118,47.5331,-122.278,1760,5757 +2599200830,20140716T000000,226740.0,3,1.5,1410,8800,1.0,0,0,4,7,1410,0,1965,0,98092,47.2927,-122.183,2180,10108 +4140090370,20150218T000000,446500.0,4,2.5,3060,7920,1.0,0,0,3,8,1810,1250,1974,0,98028,47.7675,-122.261,2690,7767 +2320069083,20141125T000000,283000.0,3,2.0,1820,15068,2.0,0,2,3,7,1520,300,1920,2014,98022,47.2103,-121.999,1490,9589 +6893300295,20140715T000000,445000.0,4,1.75,2430,13211,1.5,0,0,4,7,2430,0,1909,1978,98024,47.5245,-121.926,1330,10500 +7454000030,20140816T000000,250000.0,2,1.0,740,6840,1.0,0,0,5,6,740,0,1942,0,98126,47.5172,-122.375,740,6840 +7454001090,20150309T000000,307000.0,3,1.0,770,6552,1.0,0,0,3,6,670,100,1942,0,98146,47.5133,-122.372,920,7200 +2944500340,20140721T000000,315000.0,4,2.75,2200,8580,1.0,0,0,3,8,1860,340,1991,0,98023,47.295,-122.37,2290,7816 +2346800270,20150106T000000,555000.0,3,3.0,2920,23085,1.5,0,2,3,7,1540,1380,1908,0,98136,47.5159,-122.395,2270,18180 +2796100640,20150424T000000,264900.0,4,2.5,2040,7000,1.0,0,0,3,7,1250,790,1979,0,98031,47.4056,-122.176,1900,7378 +993000046,20140922T000000,510000.0,3,2.0,1600,4510,1.0,0,0,3,7,990,610,1978,0,98103,47.6939,-122.34,1580,4561 +2333230270,20140814T000000,328000.0,4,2.5,1990,3980,2.0,0,0,3,7,1990,0,2002,0,98058,47.4445,-122.17,1990,4373 +5104510340,20150504T000000,358000.0,4,2.5,1830,7308,2.0,0,0,3,7,1830,0,2002,0,98038,47.3565,-122.015,1830,5692 +2517000700,20150421T000000,325000.0,3,2.5,2540,4260,2.0,0,0,3,7,2540,0,2005,0,98042,47.3989,-122.164,2190,4260 +1724069062,20140714T000000,1365000.0,2,3.25,2700,3444,3.0,1,3,3,9,2700,0,1990,0,98075,47.5684,-122.06,2710,3444 +5556800260,20150305T000000,230000.0,4,2.0,1440,10800,1.0,0,0,4,7,1440,0,1967,0,98001,47.3417,-122.283,1190,7380 +2771603610,20150423T000000,545000.0,3,2.0,1550,4000,1.0,0,0,3,7,940,610,1955,0,98199,47.6379,-122.387,1880,4000 +3629910240,20140505T000000,705380.0,3,2.5,2490,4343,2.0,0,0,3,9,2490,0,2003,0,98029,47.5493,-121.993,2130,4106 +5634500036,20140820T000000,459000.0,5,2.5,2650,12987,1.0,0,0,4,7,1350,1300,1979,0,98028,47.7482,-122.244,2160,12726 +2887703066,20140528T000000,815000.0,4,2.25,2000,3800,2.0,0,0,3,8,2000,0,2001,0,98115,47.6852,-122.311,1610,3800 +3185600055,20140611T000000,495000.0,6,5.0,3440,4500,2.0,0,0,3,8,3280,160,2007,0,98055,47.4871,-122.219,1400,5500 +1421069159,20141110T000000,520000.0,3,2.5,2280,58712,2.5,0,3,3,9,2280,0,1987,0,98010,47.3053,-122.0,2240,24332 +476000335,20141217T000000,430000.0,2,1.5,1320,1194,3.0,0,0,3,7,1320,0,2001,0,98107,47.6704,-122.39,1320,1250 +251300260,20140515T000000,255000.0,4,2.5,2070,7800,2.0,0,0,3,8,2070,0,1989,0,98003,47.3487,-122.315,1950,7815 +2887700140,20140707T000000,588000.0,3,2.0,1860,4777,2.0,0,0,5,7,1860,0,1908,0,98115,47.6892,-122.311,1580,3822 +3298201170,20141110T000000,350000.0,3,1.0,940,7811,1.0,0,0,3,6,940,0,1959,0,98008,47.6195,-122.118,1180,7490 +2024059084,20150313T000000,625000.0,4,2.75,2290,21486,1.0,0,2,5,7,2290,0,1963,0,98006,47.5515,-122.189,2540,15936 +7229700105,20150424T000000,172500.0,2,2.0,1510,20685,1.0,0,0,2,6,1250,260,1958,0,98059,47.481,-122.116,1490,29527 +2313900560,20140825T000000,554000.0,3,2.0,1830,3500,1.5,0,0,5,7,1290,540,1909,0,98116,47.573,-122.383,1530,4000 +6192400400,20140728T000000,775000.0,4,2.5,3090,7112,2.0,0,0,3,9,3090,0,2001,0,98052,47.705,-122.118,3050,6000 +1425069116,20141107T000000,1187500.0,4,3.5,4340,217800,2.0,0,0,3,11,4340,0,2003,0,98053,47.6471,-122.013,3430,219106 +3582900200,20141028T000000,618000.0,3,2.75,3200,12682,2.0,0,1,3,9,3200,0,1977,0,98028,47.7443,-122.26,2880,10432 +243000335,20140929T000000,305000.0,4,1.0,1560,8450,1.5,0,0,4,6,1560,0,1954,0,98166,47.4552,-122.354,1380,8100 +7760400350,20141205T000000,232000.0,3,2.0,1280,13356,1.0,0,0,3,7,1280,0,1994,0,98042,47.3715,-122.074,1590,8071 +128500260,20140508T000000,262000.0,4,2.5,2020,6236,2.0,0,0,3,7,2020,0,2002,0,98001,47.2796,-122.247,1940,5076 +1697000370,20150325T000000,234000.0,3,1.0,1040,8122,1.0,0,0,5,7,1040,0,1971,0,98198,47.3731,-122.312,1470,8676 +8902000267,20150402T000000,500000.0,4,2.75,2260,7209,1.0,0,3,3,7,1330,930,2002,0,98125,47.7088,-122.302,1790,10860 +1218000030,20140827T000000,278000.0,3,1.0,860,7632,1.0,0,0,3,6,860,0,1920,0,98166,47.4623,-122.345,890,7632 +6099400140,20140904T000000,230000.0,5,1.0,1920,19040,1.0,0,0,3,7,1160,760,1961,0,98168,47.4756,-122.294,1920,11520 +5710600030,20140922T000000,500000.0,4,1.75,2290,9215,1.0,0,0,5,8,1270,1020,1969,0,98027,47.5328,-122.051,2290,10200 +7304300570,20140519T000000,366500.0,4,2.75,2070,9300,1.0,0,0,5,7,1120,950,1945,0,98155,47.7416,-122.32,1010,8308 +1702901180,20140611T000000,665000.0,6,3.0,4250,4400,2.5,0,0,4,7,3020,1230,1902,0,98118,47.5584,-122.283,1520,4950 +3508100135,20150316T000000,1101000.0,3,1.5,2220,4830,2.0,0,3,3,9,1790,430,1928,2010,98116,47.5825,-122.4,1670,4830 +4443800030,20141201T000000,575000.0,2,1.75,1840,4076,1.0,0,0,3,8,1140,700,1957,0,98117,47.6875,-122.393,1540,4076 +2553300140,20141103T000000,674750.0,4,2.5,2590,9753,2.0,0,0,3,10,2590,0,1993,0,98075,47.5848,-122.027,2800,9917 +4154300465,20140916T000000,719000.0,5,2.0,3110,6131,1.0,0,0,5,7,1560,1550,1940,0,98118,47.5615,-122.279,1720,6600 +3623029045,20140925T000000,482000.0,3,1.75,2600,105587,1.0,0,0,4,7,1300,1300,1980,0,98070,47.4464,-122.497,1941,208438 +9371700125,20140528T000000,254000.0,2,1.0,1060,8187,1.0,0,0,4,6,1060,0,1952,0,98133,47.7508,-122.349,1260,8188 +4443800810,20140819T000000,443725.0,3,1.75,1250,3880,1.0,0,0,4,7,750,500,1944,0,98117,47.6869,-122.392,1240,3880 +1330900570,20141106T000000,575000.0,4,2.5,2520,35636,2.0,0,0,3,8,2520,0,1980,0,98053,47.652,-122.031,2230,35673 +4017110200,20150127T000000,469000.0,3,2.25,2070,9957,1.0,0,0,3,8,1440,630,1977,0,98155,47.7766,-122.277,2070,10158 +303000445,20140523T000000,175000.0,2,1.0,1300,44431,1.0,0,0,5,6,1300,0,1958,0,98001,47.327,-122.267,1470,14850 +7857003505,20140909T000000,437000.0,5,2.0,2190,8316,1.0,0,0,3,7,1390,800,1961,0,98108,47.5488,-122.298,2010,8316 +4027701291,20140820T000000,550000.0,4,3.0,2760,13113,1.0,0,0,4,8,1760,1000,1974,0,98028,47.7669,-122.268,1900,13113 +3831200200,20150420T000000,172040.0,3,2.25,1710,7134,1.0,0,0,4,7,1130,580,1979,0,98031,47.3911,-122.191,1790,7455 +4123830070,20141224T000000,363000.0,3,2.0,1750,7000,1.0,0,0,3,8,1750,0,1993,0,98038,47.3693,-122.041,1840,6969 +8946750140,20150430T000000,282000.0,3,2.25,1552,3600,2.0,0,0,3,7,1552,0,2012,0,98092,47.3198,-122.178,1677,3600 +7129300400,20140814T000000,400000.0,6,2.0,2350,6554,2.0,0,1,3,8,2000,350,1905,0,98178,47.5115,-122.256,1560,6554 +2126059234,20140924T000000,650000.0,5,3.5,5110,10018,2.0,0,0,3,10,3850,1260,2003,0,98034,47.7261,-122.17,1790,10018 +621069074,20140603T000000,365000.0,3,2.5,1720,99916,2.0,0,0,4,7,1720,0,1990,0,98042,47.3391,-122.093,1340,73180 +7879600070,20141024T000000,269950.0,4,2.5,1960,7230,2.0,0,0,3,8,1960,0,2002,0,98023,47.2855,-122.36,1850,7208 +6151800486,20140718T000000,260000.0,2,1.0,1270,19602,1.0,0,0,3,6,1270,0,1977,0,98010,47.3375,-122.048,1270,17699 +8581200160,20141024T000000,193000.0,3,1.5,1180,7000,1.0,0,0,4,7,1180,0,1977,0,98023,47.2959,-122.373,1630,7500 +2395710070,20140725T000000,340000.0,4,2.25,2230,6791,2.0,0,0,3,8,2230,0,2005,0,98038,47.3769,-122.028,2420,6297 +6669100070,20140512T000000,900000.0,4,3.25,4700,38412,2.0,0,0,3,10,3420,1280,1978,0,98005,47.6445,-122.167,3640,35571 +8856920070,20141021T000000,371000.0,3,2.5,2150,8361,2.0,0,0,3,8,2150,0,1991,0,98058,47.4627,-122.129,2150,9368 +323089084,20140827T000000,592000.0,3,2.5,2400,81892,2.0,0,0,3,8,2400,0,1985,0,98045,47.5028,-121.769,1370,37270 +798000342,20140815T000000,300000.0,3,2.5,1830,12750,2.0,0,0,3,7,1830,0,1991,0,98168,47.5003,-122.328,1610,10000 +5104511840,20140827T000000,449950.0,4,3.0,2800,6977,2.0,0,0,3,8,2800,0,2003,0,98038,47.3542,-122.014,2800,6600 +5205000400,20141022T000000,299500.0,3,2.5,2090,7163,2.0,0,0,3,8,2090,0,1989,0,98003,47.2735,-122.295,2320,8634 +8565900160,20150326T000000,995000.0,4,2.25,2340,13406,1.0,0,0,4,9,2340,0,1963,0,98040,47.5377,-122.221,2340,10743 +4302700445,20140923T000000,335000.0,4,1.75,1670,9472,1.0,0,0,3,7,1100,570,1960,0,98106,47.5299,-122.357,1080,5195 +2413300240,20141110T000000,280000.0,4,2.25,1990,7350,1.0,0,0,4,8,1180,810,1978,0,98003,47.3258,-122.328,2030,7210 +9477201620,20140516T000000,446000.0,4,2.25,2270,7800,1.0,0,0,3,7,1290,980,1977,0,98034,47.7278,-122.192,1480,7280 +3395000070,20140927T000000,1544500.0,4,2.75,4910,15139,1.0,0,0,4,10,2560,2350,1964,0,98004,47.6444,-122.22,3980,15139 +3336000791,20150407T000000,325000.0,3,1.0,950,4500,1.0,0,0,4,6,950,0,1943,0,98118,47.5273,-122.265,1140,4500 +1087700030,20140619T000000,450000.0,3,1.75,1610,11200,1.0,0,0,3,7,1610,0,1955,0,98033,47.6641,-122.176,1610,11200 +8856970570,20141027T000000,322500.0,4,2.5,1940,7107,2.0,0,0,3,7,1940,0,2000,0,98038,47.3843,-122.032,1850,5705 +2206700295,20140915T000000,453000.0,3,1.0,1210,9473,1.0,0,0,5,7,1210,0,1955,0,98006,47.5637,-122.139,1700,11465 +293910030,20141008T000000,655000.0,4,2.5,2570,4412,2.0,0,0,3,9,2570,0,2001,0,98034,47.7076,-122.232,2460,5470 +9547205660,20150504T000000,603000.0,3,2.25,1700,2800,2.0,0,0,5,7,1150,550,1926,0,98115,47.6819,-122.311,1500,3400 +8856004400,20140902T000000,235000.0,4,1.0,1610,24000,1.5,0,0,3,6,1610,0,1947,0,98001,47.2751,-122.252,1270,9600 +3888100128,20140728T000000,968933.0,4,3.5,4120,7304,2.0,0,0,3,11,3070,1050,2006,0,98033,47.681,-122.167,2470,9600 +8562900240,20141114T000000,1015000.0,3,3.5,2880,11340,1.0,0,0,3,8,1690,1190,1980,2013,98074,47.6113,-122.058,2530,11340 +1088000030,20141203T000000,435000.0,4,2.25,1990,8548,2.0,0,0,3,8,1990,0,1973,0,98033,47.667,-122.178,2320,8926 +1545800640,20140618T000000,242000.0,3,2.0,1260,8092,1.0,0,0,3,7,1260,0,1986,0,98038,47.3635,-122.054,1950,8092 +3020079078,20141027T000000,487000.0,6,3.25,4750,248600,2.0,0,0,4,8,4750,0,1947,0,98022,47.1879,-121.973,2230,311610 +11520640,20140801T000000,810000.0,4,2.75,3010,10450,2.0,0,0,3,9,3010,0,1996,0,98052,47.6979,-122.112,3010,10530 +3407700046,20140624T000000,625000.0,3,2.5,2410,64073,1.0,0,0,4,8,1820,590,1976,0,98072,47.7457,-122.141,2980,48760 +7696600240,20141023T000000,165000.0,3,1.5,1280,7742,1.0,0,0,3,7,1280,0,1973,0,98001,47.3323,-122.276,1566,7696 +3904100106,20150427T000000,335000.0,3,1.0,2320,6750,1.0,0,0,3,7,1160,1160,1960,0,98118,47.5327,-122.276,1230,6075 +7849201600,20140724T000000,286700.0,3,1.0,1220,6600,1.0,0,0,3,6,1220,0,1958,0,98065,47.5297,-121.827,1100,6600 +8924100111,20150424T000000,699000.0,2,1.5,1400,4050,1.0,0,0,4,8,1400,0,1954,0,98115,47.6768,-122.269,1900,5940 +2221000070,20150327T000000,280000.0,3,1.75,1590,7280,1.0,0,0,3,7,1140,450,1974,0,98058,47.4288,-122.153,1590,9634 +8078350030,20140602T000000,580000.0,4,2.5,2220,7064,2.0,0,0,3,8,2220,0,1988,0,98029,47.5716,-122.022,2220,7451 +8682281710,20140620T000000,754800.0,2,2.5,2770,7781,2.0,0,0,3,8,2770,0,2006,0,98053,47.7072,-122.017,1870,5984 +1383500070,20150210T000000,525000.0,4,2.5,2303,16801,2.0,0,0,3,8,2303,0,1995,0,98019,47.7266,-121.966,2080,14013 +6744700181,20150217T000000,562000.0,3,1.75,1600,10530,1.0,0,2,3,8,1600,0,1962,0,98155,47.7437,-122.291,2590,8274 +6728700075,20140520T000000,575000.0,4,1.75,1280,6060,1.0,0,0,3,7,860,420,1926,0,98117,47.6805,-122.364,1490,4680 +3630180240,20140711T000000,808900.0,5,2.5,2900,5901,2.0,0,0,3,9,2900,0,2006,0,98027,47.5396,-121.998,3200,5775 +2162000160,20150303T000000,992000.0,3,2.25,2950,15207,1.0,0,0,4,10,2070,880,1966,0,98040,47.5571,-122.216,2950,22000 +705700140,20140919T000000,335000.0,3,2.5,1700,6698,2.0,0,0,3,7,1700,0,1997,0,98038,47.3826,-122.028,2190,7346 +9423400193,20141226T000000,473000.0,3,2.75,1050,7200,1.0,0,0,3,7,1050,0,1985,0,98125,47.7163,-122.303,1860,9000 +5137200140,20150325T000000,350000.0,4,2.75,2990,11210,1.0,0,1,4,8,1880,1110,1977,0,98023,47.3357,-122.336,2790,9858 +5026900160,20150424T000000,1600000.0,5,2.5,3100,5374,2.5,0,0,4,9,3100,0,1906,0,98122,47.6154,-122.283,2180,5800 +4024101052,20141217T000000,305500.0,3,1.0,1240,6090,1.0,0,0,4,7,1240,0,1950,0,98155,47.7542,-122.307,1550,9096 +1726069051,20140523T000000,306000.0,2,1.0,780,13500,1.0,0,0,4,7,780,0,1946,1989,98077,47.7383,-122.074,2200,67518 +6300000693,20141202T000000,233000.0,2,2.25,850,1656,2.0,0,0,3,8,850,0,2001,0,98133,47.7064,-122.344,850,1312 +6413100270,20150331T000000,490000.0,3,1.75,1540,9000,1.0,0,0,3,8,1540,0,1971,0,98125,47.7152,-122.322,1710,7488 +7215420160,20140701T000000,445000.0,4,2.5,2280,42077,2.0,0,0,3,8,2280,0,1994,0,98042,47.3424,-122.077,2280,36236 +7878400135,20141120T000000,355000.0,3,2.25,2550,9674,1.0,0,0,3,7,1850,700,1959,0,98178,47.4856,-122.247,2240,9674 +2597710070,20150402T000000,360000.0,2,2.0,1770,7607,1.0,0,0,4,8,1770,0,1987,0,98058,47.4287,-122.163,2090,7109 +9244900248,20140709T000000,737500.0,3,1.75,2320,10900,2.0,0,0,3,7,2320,0,1935,1974,98115,47.6877,-122.283,1610,5800 +824059277,20141215T000000,985000.0,3,3.5,2600,11920,2.0,0,0,5,8,2600,0,1969,0,98004,47.582,-122.194,2430,10050 +3278601940,20140806T000000,349950.0,2,3.25,1570,2031,2.0,0,0,3,8,1310,260,2006,0,98126,47.548,-122.375,1570,2039 +7853250160,20150220T000000,520000.0,4,2.5,3060,7161,2.0,0,0,3,8,2860,200,2005,0,98065,47.5383,-121.879,2950,6822 +1163100070,20141217T000000,355950.0,4,2.5,1960,8540,1.0,0,0,3,7,1220,740,1955,0,98177,47.7654,-122.359,1910,9120 +8106300510,20141229T000000,485000.0,5,2.5,3270,6129,2.0,0,0,3,9,3270,0,2004,0,98055,47.4461,-122.208,2980,5928 +4239400960,20141212T000000,143000.0,3,1.0,1090,3315,1.0,0,0,4,6,1090,0,1969,0,98092,47.3159,-122.183,960,3120 +7524900003,20141210T000000,3278000.0,2,1.75,6840,10000,2.5,1,4,3,11,4350,2490,2001,0,98008,47.6042,-122.112,3120,12300 +3893100327,20140723T000000,355000.0,3,1.0,940,8512,1.0,0,0,4,7,940,0,1967,0,98033,47.7002,-122.191,1060,8512 +7856640560,20140604T000000,1126000.0,5,3.5,3880,13885,2.0,0,3,4,9,2540,1340,1979,0,98006,47.5696,-122.156,3690,13885 +7206900075,20140818T000000,200000.0,5,1.75,1770,15525,1.0,0,0,4,7,1770,0,1959,0,98059,47.5025,-122.142,1370,10395 +8691310070,20140618T000000,913000.0,4,2.5,3640,10576,2.0,0,0,3,11,3640,0,1999,0,98075,47.5899,-121.979,3370,10351 +4389200796,20140522T000000,1600000.0,3,2.5,3160,12824,1.0,0,2,4,9,1820,1340,1966,0,98004,47.6151,-122.216,3390,11985 +7436300160,20140625T000000,409900.0,2,2.5,1590,1845,2.0,0,0,3,9,1590,0,1997,0,98033,47.6897,-122.175,2320,3174 +7896300070,20150501T000000,265000.0,4,1.0,1290,6034,1.0,0,0,3,6,1050,240,1950,0,98118,47.5223,-122.286,1060,6034 +2425059074,20150410T000000,740000.0,5,3.0,3655,51836,1.0,0,0,5,8,2174,1481,1955,0,98008,47.6434,-122.115,2530,8606 +2111010340,20140612T000000,306000.0,4,2.5,2490,8124,2.0,0,0,3,7,2490,0,2001,0,98092,47.3347,-122.17,2760,6300 +7852150140,20141007T000000,381000.0,3,2.5,1470,3999,2.0,0,0,3,7,1470,0,2003,0,98065,47.5328,-121.871,1960,4444 +1370800830,20150505T000000,1220000.0,3,3.25,3960,6132,2.0,0,3,3,10,2600,1360,1933,0,98199,47.6396,-122.409,2730,5221 +7632400400,20150320T000000,1050000.0,3,3.5,3190,29982,1.0,0,3,4,8,2630,560,1941,0,98166,47.458,-122.368,2600,19878 +5220300140,20140903T000000,408000.0,2,1.0,810,7440,1.0,0,0,5,6,810,0,1948,0,98133,47.7346,-122.352,830,7500 +2568200140,20140625T000000,739900.0,5,2.5,2980,5377,2.0,0,0,3,9,2980,0,2006,0,98052,47.7074,-122.101,3150,6593 +1137300340,20141121T000000,674250.0,4,2.5,2780,35000,1.0,0,0,4,9,2780,0,1985,0,98072,47.7386,-122.091,2740,35072 +7640400106,20140911T000000,438400.0,2,1.0,1340,8100,1.0,0,0,4,7,1340,0,1953,0,98177,47.7218,-122.37,1700,8100 +2175100055,20141230T000000,1700000.0,5,5.0,4930,14649,2.0,0,3,3,11,4160,770,2000,0,98040,47.5829,-122.247,3030,8479 +9274200990,20140619T000000,703000.0,3,2.0,1360,5980,1.5,0,0,3,8,1360,0,1945,2008,98116,47.5852,-122.388,1520,4440 +5028600550,20141229T000000,262000.0,3,1.75,1320,6530,1.0,0,0,4,7,1320,0,1989,0,98023,47.2871,-122.354,1620,6817 +1471630160,20150423T000000,353000.0,3,2.0,1210,14499,1.0,0,0,3,7,1210,0,1984,0,98045,47.4705,-121.754,1570,15360 +9430110030,20150114T000000,500000.0,4,2.5,1940,7607,2.0,0,0,3,8,1940,0,1995,0,98052,47.685,-122.158,2250,7600 +9275700016,20140706T000000,1280000.0,4,2.5,3160,4620,1.5,0,4,3,9,2020,1140,1917,2005,98116,47.5875,-122.382,2790,5308 +6654700240,20150408T000000,332000.0,4,2.5,1980,6566,2.0,0,0,3,8,1980,0,2004,0,98042,47.3809,-122.097,2590,6999 +8563080270,20140821T000000,824000.0,4,2.5,2320,14240,1.0,0,0,4,9,1620,700,1974,0,98008,47.6269,-122.09,2810,13200 +7548300326,20150220T000000,290000.0,4,2.0,1660,4788,1.0,0,0,3,7,1660,0,1968,0,98144,47.5878,-122.312,1150,5000 +5457300696,20140627T000000,700000.0,3,2.5,1660,1545,2.0,0,2,3,9,1400,260,2002,0,98109,47.6268,-122.353,1820,2570 +1175001125,20141006T000000,550000.0,2,1.0,1080,3420,1.0,0,0,4,7,780,300,1922,0,98107,47.6715,-122.393,1380,3656 +3034200197,20140903T000000,549000.0,2,1.0,1510,11165,1.5,0,0,4,7,1510,0,1921,0,98133,47.7212,-122.331,2210,8851 +7787400105,20150306T000000,1865000.0,4,2.5,2950,43560,1.0,0,2,4,9,2550,400,1951,0,98004,47.5988,-122.207,3260,41016 +9346700270,20150302T000000,858000.0,4,2.25,3070,13720,2.0,0,0,3,9,3070,0,1978,0,98007,47.6133,-122.152,3010,9657 +6414600260,20141030T000000,345000.0,2,1.0,970,10423,1.0,0,0,3,7,970,0,1947,0,98133,47.7252,-122.331,1200,7857 +2620069195,20141104T000000,340000.0,4,1.75,2140,11651,2.5,0,0,3,8,2140,0,1930,2001,98022,47.196,-122.006,2030,10978 +1300301840,20150425T000000,1215000.0,4,2.25,2570,9600,2.5,0,0,4,9,2570,0,1962,0,98040,47.5791,-122.241,2570,13200 +4358700186,20141211T000000,275000.0,3,2.25,1260,1488,3.0,0,0,3,7,1260,0,2009,0,98133,47.7071,-122.336,1190,1095 +259600560,20140827T000000,405000.0,3,1.0,1220,7771,1.0,0,0,3,7,1220,0,1963,0,98008,47.6326,-122.119,1420,7674 +2634500070,20150116T000000,432500.0,3,2.0,1720,8145,2.0,0,0,5,7,1720,0,1949,0,98155,47.7393,-122.325,1400,8138 +7186800105,20150112T000000,236500.0,4,1.0,2140,4217,1.5,0,0,3,6,1320,820,1925,0,98118,47.5484,-122.287,1720,5413 +4459800070,20140718T000000,679000.0,4,1.5,1420,4923,1.5,0,0,4,8,1420,0,1928,0,98103,47.6901,-122.339,1470,4923 +3034200370,20141031T000000,543000.0,4,2.5,2060,8451,2.0,0,0,3,8,2060,0,1995,0,98133,47.7168,-122.333,2060,9460 +7887200390,20140926T000000,294000.0,3,1.0,1320,9520,1.0,0,0,3,7,990,330,1953,0,98178,47.4857,-122.253,1460,10610 +2473390710,20150403T000000,340500.0,3,1.75,1810,10463,1.0,0,0,4,7,1810,0,1969,0,98058,47.4581,-122.162,1620,8551 +2600140370,20140703T000000,1012000.0,4,2.5,2980,16263,2.0,0,0,3,9,2980,0,1989,0,98006,47.5457,-122.153,2730,10018 +7525100520,20140502T000000,335000.0,2,2.0,1350,2560,1.0,0,0,3,8,1350,0,1976,0,98052,47.6344,-122.107,1790,2560 +6204200560,20140723T000000,425000.0,3,2.0,1540,8011,1.0,0,0,3,7,1540,0,1988,0,98011,47.7342,-122.202,1630,7141 +5416100160,20150210T000000,353000.0,3,2.5,2510,9240,2.0,0,0,4,8,2510,0,2001,0,98022,47.1896,-122.013,2690,9240 +3905040070,20150504T000000,540000.0,3,2.5,1670,5146,2.0,0,0,3,8,1670,0,1991,0,98029,47.5707,-121.999,1940,5146 +8562900520,20140612T000000,640000.0,5,3.5,3690,11928,2.0,0,0,3,9,2540,1150,2006,0,98074,47.6108,-122.06,2640,11928 +4027701182,20140722T000000,339950.0,3,1.0,1320,11457,1.0,0,0,3,8,1320,0,1959,0,98028,47.7738,-122.261,1900,9800 +9407110710,20141107T000000,195000.0,3,1.75,1510,8400,1.0,0,0,2,7,980,530,1979,0,98045,47.4476,-121.771,1500,10125 +9407110710,20150226T000000,322000.0,3,1.75,1510,8400,1.0,0,0,2,7,980,530,1979,0,98045,47.4476,-121.771,1500,10125 +5160300030,20150401T000000,660000.0,4,1.75,1870,10450,1.0,0,0,3,8,1620,250,1978,0,98005,47.5938,-122.154,2060,10450 +1000102,20140916T000000,280000.0,6,3.0,2400,9373,2.0,0,0,3,7,2400,0,1991,0,98002,47.3262,-122.214,2060,7316 +1000102,20150422T000000,300000.0,6,3.0,2400,9373,2.0,0,0,3,7,2400,0,1991,0,98002,47.3262,-122.214,2060,7316 +8945300200,20140815T000000,207500.0,3,1.0,1170,8816,1.0,0,0,4,6,1170,0,1966,0,98023,47.3059,-122.368,1200,9108 +7796600070,20140825T000000,195000.0,3,1.5,1190,8726,1.0,0,0,3,7,1190,0,1956,0,98146,47.4887,-122.343,1390,8741 +4443800765,20140610T000000,700000.0,3,2.0,2080,3880,1.0,0,0,5,7,1160,920,1954,0,98117,47.686,-122.391,1330,3880 +3298720030,20150417T000000,560000.0,4,1.75,2150,8555,1.0,0,2,4,7,1460,690,1982,0,98106,47.5344,-122.345,1480,7405 +1781500435,20140820T000000,260000.0,3,1.75,1580,7344,1.0,0,0,5,7,1580,0,1911,0,98126,47.5256,-122.38,1580,6207 +1781500435,20150225T000000,575000.0,3,1.75,1580,7344,1.0,0,0,5,7,1580,0,1911,0,98126,47.5256,-122.38,1580,6207 +6979970140,20150417T000000,475000.0,3,2.5,2370,3239,2.0,0,0,3,8,1950,420,2006,0,98072,47.7515,-122.174,2520,3431 +1005000036,20140613T000000,285000.0,3,1.75,1840,8601,1.0,0,0,3,7,920,920,1905,2014,98118,47.5359,-122.276,1390,7452 +3629921160,20140508T000000,753888.0,4,2.5,2660,5500,2.0,0,2,3,9,2660,0,2003,0,98029,47.5439,-121.996,3620,5500 +3629910370,20150410T000000,650000.0,3,2.5,2190,3600,2.0,0,0,3,9,2190,0,2003,0,98029,47.5506,-121.993,2300,3600 +5200100105,20140807T000000,620000.0,3,2.25,1660,3478,1.5,0,0,4,7,1100,560,1929,0,98117,47.6773,-122.372,1610,3478 +1024069159,20150313T000000,526000.0,3,1.75,1780,37801,1.0,0,0,3,7,1300,480,1977,0,98075,47.5858,-122.015,2380,47480 +418000310,20140514T000000,155000.0,2,1.0,700,5200,1.0,0,0,5,6,700,0,1952,0,98056,47.4924,-122.175,1030,5200 +765000060,20140827T000000,342000.0,4,2.0,1570,11200,1.0,0,0,3,7,1120,450,1959,0,98011,47.7573,-122.217,1570,11200 +2126079046,20150407T000000,390000.0,3,1.75,1220,216332,1.0,0,0,3,7,1220,0,1981,0,98019,47.7224,-121.926,1540,61419 +2024079035,20140605T000000,685000.0,3,2.75,3150,219978,2.0,0,0,4,9,3000,150,1990,0,98024,47.553,-121.946,3180,218235 +7202270830,20140625T000000,608000.0,4,2.5,2690,4736,2.0,0,0,3,7,2690,0,2001,0,98053,47.6869,-122.036,2690,4791 +133000070,20140916T000000,179900.0,2,1.0,680,6400,1.0,0,0,3,6,680,0,1943,0,98168,47.5136,-122.316,1240,7800 +2818600060,20140904T000000,1245000.0,6,3.25,3750,14150,2.0,0,2,5,9,2750,1000,1936,1968,98117,47.6999,-122.393,2140,7968 +6082400083,20150430T000000,166000.0,3,1.0,1010,11675,1.0,0,0,3,7,1010,0,1957,0,98168,47.4849,-122.301,1370,10042 +9412900045,20140519T000000,462000.0,3,1.5,1710,4500,1.5,0,0,3,8,1410,300,1928,0,98118,47.5366,-122.268,1860,6000 +3905030140,20140622T000000,545000.0,4,2.5,2090,6023,2.0,0,0,3,8,2090,0,1990,0,98029,47.5713,-121.997,2090,6023 +7228501580,20150116T000000,415000.0,3,1.0,1560,4500,1.5,0,0,3,7,1560,0,1903,0,98122,47.6118,-122.306,1660,4500 +6679000390,20140610T000000,269000.0,3,2.5,1560,4200,2.0,0,0,3,7,1560,0,2003,0,98038,47.3838,-122.026,1560,4200 +1822500160,20141212T000000,356500.0,4,2.5,2570,11473,2.0,0,0,3,8,2570,0,2008,0,98003,47.2809,-122.296,2430,5997 +6889000060,20141223T000000,225000.0,3,1.0,1010,7633,1.0,0,0,4,6,1010,0,1961,0,98198,47.3781,-122.314,1190,8386 +835000055,20140620T000000,175000.0,2,1.0,1020,5130,1.0,0,0,4,6,1020,0,1948,0,98002,47.301,-122.226,1200,6497 +7811210320,20140801T000000,549000.0,5,2.5,1710,9720,2.0,0,0,4,8,1710,0,1974,0,98005,47.5903,-122.157,2270,9672 +3123049320,20150415T000000,535000.0,3,2.75,2300,12197,2.0,0,0,3,8,2300,0,1989,0,98166,47.4369,-122.338,1710,11220 +4123400320,20140505T000000,627000.0,4,2.25,1990,7712,1.0,0,0,3,8,1210,780,1973,0,98027,47.5688,-122.087,1720,7393 +4477000270,20140822T000000,565000.0,3,2.0,2730,15677,2.5,0,3,3,9,2730,0,1976,0,98166,47.4612,-122.365,2040,12209 +3126049094,20141112T000000,392450.0,4,2.0,2195,2681,1.0,0,0,3,7,1060,1135,1912,0,98103,47.6965,-122.342,1710,1280 +8682282180,20140923T000000,509000.0,2,2.0,1560,4675,1.0,0,0,3,8,1560,0,2006,0,98053,47.7086,-122.019,1870,6361 +1232000810,20140912T000000,340000.0,3,2.5,1400,4800,1.0,0,0,3,7,1200,200,1921,0,98117,47.6865,-122.379,1440,3840 +1232000810,20150326T000000,537000.0,3,2.5,1400,4800,1.0,0,0,3,7,1200,200,1921,0,98117,47.6865,-122.379,1440,3840 +8691330310,20140505T000000,865000.0,4,3.0,3690,9892,2.0,0,0,3,10,3690,0,1998,0,98075,47.5937,-121.982,3430,11294 +3996900295,20141214T000000,358000.0,2,1.0,1140,8340,1.0,0,0,3,7,1140,0,1948,0,98155,47.7448,-122.3,1030,8149 +117000003,20140919T000000,595000.0,4,2.25,1920,3225,1.5,0,0,5,7,1300,620,1923,0,98116,47.5848,-122.384,1960,3750 +1471590060,20140619T000000,661000.0,4,2.5,2496,8058,2.0,0,0,3,9,2496,0,1998,0,98052,47.6791,-122.149,2496,7757 +2558650200,20140916T000000,419950.0,3,2.25,2280,8500,1.0,0,0,4,7,1680,600,1977,0,98034,47.7211,-122.166,1890,7700 +5104531580,20150416T000000,490000.0,4,3.5,3200,6420,2.0,0,0,3,9,3200,0,2006,0,98038,47.3545,-122.001,3200,6291 +6021503570,20140918T000000,525000.0,2,1.0,880,4000,1.0,0,0,3,7,880,0,1940,0,98117,47.6847,-122.387,1310,4000 +1862400517,20140813T000000,350000.0,3,2.0,1320,1298,3.0,0,0,3,7,1320,0,1995,0,98117,47.6959,-122.376,1380,1503 +2738650030,20150511T000000,552500.0,3,2.5,2450,3582,2.0,0,0,3,9,2450,0,2008,0,98072,47.7749,-122.159,2490,5449 +5560000710,20150327T000000,210000.0,3,1.0,1040,8970,1.0,0,0,4,6,1040,0,1961,0,98023,47.3283,-122.337,1040,8450 +7215410320,20150311T000000,390000.0,3,2.5,2480,53250,2.0,0,0,3,9,2480,0,1990,0,98042,47.3323,-122.079,2510,36549 +3971700510,20150129T000000,336800.0,5,1.75,1830,16650,1.5,0,0,3,7,1610,220,1958,0,98155,47.7734,-122.315,1790,12743 +7202330270,20150303T000000,465000.0,3,2.5,1440,4473,2.0,0,0,3,7,1440,0,2003,0,98053,47.6825,-122.036,1650,3322 +9542830160,20141218T000000,299900.0,4,2.5,1580,3632,2.0,0,0,3,7,1580,0,2011,0,98038,47.3672,-122.019,1950,3800 +3630120960,20140718T000000,715000.0,3,3.25,3230,5000,2.0,0,0,3,9,3230,0,2006,0,98029,47.5558,-122.002,2670,3977 +3622059155,20140523T000000,235000.0,4,2.5,1810,39639,1.0,0,0,3,7,1230,580,1970,0,98042,47.3472,-122.11,1810,44866 +1687000240,20141210T000000,276000.0,3,2.5,2495,4400,2.0,0,0,3,8,2495,0,2007,0,98001,47.2877,-122.283,2434,4400 +4322300340,20150112T000000,265000.0,4,1.5,1740,12728,1.0,0,0,4,7,1180,560,1964,0,98003,47.2808,-122.3,1830,11125 +3797000830,20140530T000000,425000.0,3,1.75,1680,3000,1.0,0,2,4,6,840,840,1900,0,98103,47.686,-122.346,1540,3700 +4137060270,20150105T000000,313000.0,4,2.5,2460,10320,2.0,0,0,3,8,2460,0,1993,0,98092,47.2599,-122.215,2210,9024 +7277100640,20150409T000000,715000.0,3,2.5,3050,6000,1.0,0,3,3,8,1720,1330,1984,0,98177,47.7701,-122.389,2340,7200 +1312920060,20141212T000000,265000.0,3,2.25,1630,10969,2.0,0,0,3,7,1630,0,1991,0,98001,47.3305,-122.285,1410,7920 +1472330030,20150324T000000,646000.0,3,2.75,2460,6413,2.0,0,0,3,9,2460,0,2004,0,98028,47.7497,-122.245,2440,6092 +2973800030,20140721T000000,175000.0,3,1.0,1030,6600,1.0,0,0,3,7,1030,0,1954,0,98146,47.4941,-122.34,1220,9040 +5152920070,20140731T000000,649000.0,3,2.5,3410,13809,1.0,0,3,4,10,2450,960,1973,0,98003,47.3424,-122.326,3410,14245 +2021200058,20150423T000000,785000.0,3,2.75,2310,5200,1.0,0,0,4,7,1520,790,1940,0,98199,47.6357,-122.397,2310,5200 +9828202255,20140922T000000,890000.0,4,2.75,2610,4400,1.0,0,0,5,8,1260,1350,1920,0,98122,47.6158,-122.293,1770,4400 +2126059276,20141126T000000,612000.0,3,3.0,2330,10327,1.0,0,0,3,9,2330,0,1998,0,98034,47.7239,-122.164,2200,4629 +7796450340,20141205T000000,330000.0,4,2.5,2980,5674,2.0,0,0,3,8,2980,0,2003,0,98023,47.277,-122.347,2610,5495 +1449000260,20141112T000000,493000.0,3,2.25,1790,11393,1.0,0,0,3,8,1790,0,1978,0,98052,47.6297,-122.099,2290,11894 +8722100570,20150403T000000,1600000.0,4,2.25,2940,5735,1.0,0,0,3,9,1470,1470,1957,0,98112,47.6381,-122.304,2230,5659 +7856400240,20140627T000000,1620000.0,4,3.0,3900,9750,1.0,0,4,5,10,2520,1380,1972,0,98006,47.5605,-122.158,3410,9450 +7856400240,20150211T000000,1650000.0,4,3.0,3900,9750,1.0,0,4,5,10,2520,1380,1972,0,98006,47.5605,-122.158,3410,9450 +3037200060,20140926T000000,499000.0,3,2.5,1750,2150,2.5,0,0,3,7,1230,520,1900,2014,98122,47.6037,-122.311,1410,3300 +6071700160,20140623T000000,603500.0,6,2.75,2660,8400,1.0,0,0,5,8,1550,1110,1962,0,98006,47.549,-122.173,2280,8400 +7645900055,20140624T000000,530000.0,2,1.5,1580,3680,1.0,0,2,3,8,1280,300,1941,0,98126,47.5762,-122.377,1730,3680 +292000070,20150406T000000,895000.0,5,2.5,2350,14197,1.0,0,0,4,8,1220,1130,1962,0,98004,47.6005,-122.204,2470,11629 +9510900710,20140513T000000,267345.0,4,2.25,2510,8165,1.0,0,0,4,7,1610,900,1972,0,98023,47.3092,-122.372,1940,8250 +1471620240,20140516T000000,275000.0,3,2.5,1480,15639,2.0,0,0,3,8,1480,0,1987,0,98045,47.4723,-121.746,1480,16454 +1626079012,20150225T000000,439950.0,3,1.75,1720,223377,1.0,0,0,3,7,1240,480,1950,0,98019,47.7329,-121.92,2530,221442 +3904901670,20140620T000000,455000.0,3,2.25,1470,4653,2.0,0,0,4,7,1470,0,1985,0,98029,47.5667,-122.018,1560,4119 +8927600070,20150113T000000,630000.0,3,1.75,1540,6930,1.0,0,0,3,7,1250,290,1944,0,98115,47.6782,-122.278,1760,6930 +3629970240,20141103T000000,690000.0,3,2.5,2820,5001,2.0,0,0,3,9,2820,0,2004,0,98029,47.5533,-121.992,2660,5001 +1099610260,20140826T000000,212000.0,4,1.75,1250,12705,1.0,0,0,4,7,1250,0,1971,0,98023,47.302,-122.382,1390,8550 +5420300270,20140813T000000,231500.0,4,2.25,2080,7526,1.0,0,0,4,7,1280,800,1985,0,98030,47.3762,-122.183,1200,7500 +2954400520,20150430T000000,1237500.0,4,3.25,5180,49936,2.0,0,0,4,10,5180,0,1991,0,98053,47.6676,-122.069,4240,35363 +1121059105,20140708T000000,378500.0,3,2.5,2860,43821,2.0,0,0,4,9,2860,0,1990,0,98092,47.3163,-122.142,2370,65340 +2591720070,20140502T000000,482000.0,4,2.5,2710,35868,2.0,0,0,3,9,2710,0,1989,0,98038,47.375,-122.022,2780,36224 +9178600055,20150505T000000,695000.0,2,1.0,1140,3990,1.0,0,0,3,7,1140,0,1924,0,98103,47.6554,-122.333,1800,5700 +9290850800,20141202T000000,965000.0,4,2.5,4070,57587,2.0,0,0,3,10,4070,0,1989,0,98052,47.6908,-122.052,3890,35960 +5040800060,20150204T000000,675000.0,3,1.75,1710,5913,1.0,0,0,4,8,1120,590,1941,0,98199,47.6481,-122.406,2920,5922 +1437900350,20141027T000000,387000.0,3,1.5,1340,6500,1.0,0,0,3,7,1340,0,1972,0,98034,47.7168,-122.192,1620,7107 +1328300810,20150330T000000,347500.0,4,2.75,2290,7000,2.0,0,0,3,8,2290,0,1977,0,98058,47.4442,-122.129,2000,7200 +3990200125,20140711T000000,385000.0,3,2.0,1860,7400,1.0,0,0,3,8,930,930,1922,2004,98166,47.4598,-122.352,1640,8461 +7452500340,20141204T000000,265000.0,3,1.0,1080,4930,1.0,0,0,3,6,1080,0,1950,0,98126,47.5209,-122.374,1100,5950 +9215400075,20150422T000000,406000.0,3,1.0,960,5264,1.0,0,0,3,7,960,0,1953,0,98115,47.6805,-122.301,1140,5150 +5061300030,20140508T000000,134000.0,2,1.5,980,5000,2.0,0,0,3,7,980,0,1922,2003,98014,47.7076,-121.359,1040,5000 +3362900696,20141020T000000,415000.0,3,1.0,1500,3399,2.0,0,0,5,7,1300,200,1926,0,98103,47.6838,-122.352,1360,3588 +2558640340,20140527T000000,375000.0,3,1.75,1440,8775,1.0,0,0,3,7,1440,0,1973,0,98034,47.7231,-122.17,1790,7865 +8078460810,20141210T000000,620000.0,4,2.5,2580,7465,2.0,0,0,3,8,2580,0,1993,0,98074,47.6319,-122.022,2350,7596 +538000390,20141028T000000,337500.0,5,2.5,2070,4698,2.0,0,0,3,7,2070,0,1999,0,98038,47.3539,-122.024,2010,4698 +3584900160,20140922T000000,565000.0,3,2.5,1880,12368,1.0,0,0,4,7,1260,620,1967,0,98005,47.5901,-122.167,1950,11551 +8572900135,20140523T000000,399500.0,3,1.75,2420,12676,2.0,0,0,3,7,2420,0,1911,1986,98045,47.4943,-121.789,1210,6769 +8056000075,20140521T000000,1065000.0,2,1.75,1890,9466,2.0,0,0,3,8,1890,0,1987,0,98004,47.6144,-122.211,2180,12825 +2972300140,20140821T000000,352500.0,3,2.0,1920,33630,1.0,0,0,3,8,1920,0,1992,0,98056,47.4983,-122.167,2080,7505 +7697870350,20140617T000000,259000.0,3,2.0,1870,5909,1.0,0,0,3,7,1270,600,1986,0,98030,47.3665,-122.183,1870,7887 +7972601710,20150415T000000,320000.0,2,1.0,900,7620,1.0,0,0,3,7,900,0,1971,0,98106,47.5268,-122.343,1520,7620 +6421100342,20140811T000000,733000.0,3,2.5,2160,9888,2.0,0,0,4,9,2160,0,1989,0,98052,47.6712,-122.142,3060,7829 +2464400340,20140625T000000,381500.0,2,1.0,900,2910,1.0,0,0,5,7,900,0,1924,0,98115,47.6859,-122.322,1320,2910 +8113101232,20141202T000000,343000.0,2,1.0,1180,9261,1.0,0,0,4,7,940,240,1957,0,98118,47.5492,-122.274,1700,6325 +5706500140,20140818T000000,205500.0,2,1.0,900,6400,1.0,0,0,5,6,900,0,1938,0,98022,47.2113,-121.992,1320,6400 +1024069037,20140915T000000,525000.0,3,2.0,1600,16530,1.0,0,0,5,7,1600,0,1967,0,98075,47.5821,-122.016,1850,41006 +9476700135,20150319T000000,300000.0,3,1.75,1500,8352,1.0,0,2,5,6,750,750,1943,0,98056,47.4883,-122.191,1500,8447 +1926069035,20140722T000000,299000.0,2,1.0,1070,189486,1.0,0,0,3,6,1070,0,1942,0,98077,47.7199,-122.085,1970,60548 +3904990030,20140709T000000,561000.0,4,2.5,2570,5250,2.0,0,0,3,8,2570,0,1990,0,98029,47.5763,-122.0,2260,5392 +7132300550,20150224T000000,450000.0,3,1.0,1210,4000,1.5,0,0,3,7,1090,120,1928,0,98144,47.5934,-122.308,1210,4000 +2193340140,20140814T000000,540000.0,4,2.5,1850,7850,2.0,0,0,3,8,1850,0,1985,0,98052,47.6914,-122.103,1830,8140 +1422300160,20140624T000000,379000.0,3,2.5,1740,30886,2.0,0,0,3,8,1740,0,1992,0,98045,47.46,-121.707,1740,39133 +2946000751,20140724T000000,230000.0,3,1.0,1300,14000,1.0,0,0,4,7,1300,0,1958,0,98198,47.4213,-122.322,1390,8750 +1796250140,20150310T000000,399950.0,3,2.5,2000,30605,2.0,0,0,4,8,2000,0,1989,0,98042,47.3442,-122.062,1930,35350 +6699001200,20150507T000000,355000.0,5,2.5,3220,5806,2.0,0,0,3,8,3220,0,2002,0,98042,47.3714,-122.103,2760,5813 +7525300310,20140619T000000,580000.0,4,2.25,2160,9593,1.0,0,0,3,8,2160,0,1969,0,98008,47.5883,-122.112,2820,9628 +5700000340,20150427T000000,700000.0,3,2.0,2130,4299,1.5,0,0,4,7,1680,450,1922,0,98144,47.5779,-122.294,2040,4548 +3210400340,20140506T000000,279900.0,3,1.75,1580,8151,1.0,0,1,4,7,1100,480,1962,0,98198,47.3672,-122.312,1650,8151 +179003055,20141113T000000,210000.0,3,1.0,1200,7500,1.0,0,0,3,6,1200,0,1905,1989,98178,47.4921,-122.275,1010,7000 +9829200566,20140630T000000,1165000.0,3,3.0,3790,5001,2.0,0,0,3,10,2810,980,1989,0,98122,47.6035,-122.285,2500,6286 +1723059050,20140611T000000,290300.0,2,1.0,860,3874,1.0,0,0,4,6,860,0,1931,0,98055,47.4836,-122.204,1400,5106 +2624059036,20141003T000000,1599950.0,5,4.5,5130,43123,2.0,0,0,3,11,5130,0,1996,0,98006,47.544,-122.126,4670,43560 +5101406441,20150416T000000,490000.0,3,1.0,1600,6380,1.5,0,0,3,7,1400,200,1939,0,98125,47.7015,-122.317,1760,6380 +8582010240,20140506T000000,606000.0,4,2.5,2110,13850,2.0,0,0,3,9,2110,0,1987,0,98027,47.5497,-122.077,2520,10194 +6300500505,20140714T000000,359950.0,3,1.0,1400,4980,1.0,0,0,3,6,950,450,1943,0,98133,47.7041,-122.34,990,4980 +3275890310,20150212T000000,677100.0,3,2.0,2110,9199,1.0,0,0,3,10,2110,0,1993,0,98074,47.6496,-122.083,3130,8841 +7715801040,20150221T000000,465000.0,3,2.0,1430,7125,1.0,0,0,4,7,1430,0,1984,0,98074,47.6256,-122.059,1570,8075 +7738500731,20140815T000000,4500000.0,5,5.5,6640,40014,2.0,1,4,3,12,6350,290,2004,0,98155,47.7493,-122.28,3030,23408 +1822079046,20150504T000000,500000.0,3,2.0,3040,41072,1.0,0,0,4,8,1520,1520,1978,0,98038,47.3944,-121.972,2230,54014 +1062100075,20150503T000000,455000.0,2,1.0,980,5000,1.0,0,0,4,7,980,0,1950,0,98155,47.7518,-122.279,1600,5965 +8825900070,20140818T000000,705000.0,6,2.0,2570,4240,1.5,0,0,4,7,1970,600,1911,0,98115,47.6754,-122.307,2030,4240 +1158700135,20140812T000000,420000.0,3,2.5,2060,7020,1.0,0,0,4,8,1460,600,1967,0,98177,47.7575,-122.364,2150,8400 +7983000200,20141005T000000,169575.0,3,1.0,1300,8284,1.0,0,0,3,7,1300,0,1968,0,98003,47.3327,-122.306,1360,7848 +7983000200,20150225T000000,250000.0,3,1.0,1300,8284,1.0,0,0,3,7,1300,0,1968,0,98003,47.3327,-122.306,1360,7848 +1727510030,20150312T000000,530000.0,3,2.25,1680,7262,1.0,0,0,5,7,1180,500,1973,0,98034,47.713,-122.225,1910,7405 +3286800370,20150206T000000,590000.0,5,3.25,4020,40341,1.0,0,0,5,8,2170,1850,1970,0,98027,47.4952,-122.068,2650,53437 +6791400320,20140923T000000,257500.0,3,1.75,1530,14087,1.0,0,0,3,7,1070,460,1979,0,98042,47.3146,-122.043,1770,13660 +3992700036,20140626T000000,415000.0,3,1.0,1170,6700,1.0,0,0,3,8,1170,0,1957,0,98125,47.7122,-122.29,2410,7620 +1175000059,20141010T000000,536000.0,3,1.75,1580,3764,1.5,0,0,3,7,1280,300,1945,0,98107,47.672,-122.397,1560,3764 +8732000390,20140529T000000,246500.0,3,1.5,1270,11600,1.0,0,0,4,7,1270,0,1964,0,98031,47.4075,-122.196,1380,9945 +1441800030,20140706T000000,395000.0,3,1.75,1480,7700,1.0,0,0,3,8,1480,0,1975,0,98034,47.7225,-122.202,1930,8560 +4045800030,20150511T000000,739000.0,3,2.25,2220,10530,1.0,0,0,4,8,1700,520,1974,0,98052,47.6383,-122.098,2500,10014 +1727850340,20140929T000000,1272000.0,4,2.75,3200,13729,2.0,0,0,3,11,3200,0,1984,0,98005,47.6402,-122.171,4050,16921 +2268000370,20140708T000000,190000.0,3,1.0,910,10575,1.0,0,0,4,7,910,0,1968,0,98003,47.2741,-122.301,1470,10425 +2023049350,20150410T000000,305000.0,3,1.5,1480,9086,1.0,0,0,3,7,1480,0,1962,0,98168,47.4717,-122.323,1540,9750 +7018000560,20150420T000000,925000.0,4,4.25,3770,13058,2.0,0,0,4,8,3770,0,1983,0,98028,47.7517,-122.225,2200,12255 +4147200140,20140821T000000,895000.0,4,3.0,3500,13444,2.0,0,0,3,10,2360,1140,1977,0,98040,47.5468,-122.231,3140,12935 +3176600055,20140717T000000,656000.0,3,1.75,1480,7475,1.5,0,0,3,8,1480,0,1943,0,98115,47.6732,-122.272,2120,7216 +7518500885,20140519T000000,560000.0,4,1.0,1660,4690,1.5,0,0,3,7,1260,400,1945,0,98117,47.6829,-122.378,1400,3876 +7504020810,20141020T000000,610000.0,5,2.25,2520,11700,2.0,0,0,3,9,2520,0,1977,0,98074,47.6322,-122.053,2530,12000 +3276930370,20140708T000000,645000.0,4,2.5,2850,37522,2.0,0,0,3,9,2850,0,1987,0,98075,47.5852,-121.992,2980,35280 +1687000200,20150410T000000,259000.0,3,2.5,2153,4400,2.0,0,0,3,8,2153,0,2007,0,98001,47.2872,-122.283,2434,4400 +7501000340,20140818T000000,980000.0,4,2.5,3780,10962,2.0,0,0,3,10,3780,0,1990,0,98033,47.6533,-122.183,3310,11651 +7611200136,20140723T000000,872000.0,4,4.0,3770,9750,1.0,0,0,4,9,1940,1830,1967,0,98177,47.7159,-122.367,2260,9878 +5459500125,20140805T000000,1000000.0,6,2.75,3600,9675,1.0,0,2,4,9,1940,1660,1977,0,98040,47.5726,-122.213,2990,9675 +825059271,20140910T000000,900000.0,3,2.75,2980,12600,1.5,0,0,3,8,1590,1390,1941,2012,98033,47.674,-122.196,1520,9660 +9465200181,20150428T000000,475000.0,4,1.5,2320,5534,1.5,0,0,4,7,1540,780,1915,0,98103,47.6944,-122.355,1670,5913 +5469502860,20150107T000000,350000.0,5,2.75,2980,13482,1.0,0,0,4,8,1730,1250,1975,0,98042,47.3774,-122.16,2900,14800 +486000565,20140515T000000,840000.0,4,1.75,2930,11562,1.0,0,3,3,9,1670,1260,1947,0,98117,47.6765,-122.404,2530,6517 +6071900070,20140622T000000,500000.0,4,2.5,2040,8400,1.0,0,0,3,8,1420,620,1963,0,98006,47.5512,-122.17,2540,8925 +7957600075,20150406T000000,202500.0,3,1.5,1510,9898,1.0,0,0,3,7,1110,400,1954,0,98148,47.4303,-122.334,1420,9250 +823069074,20141223T000000,523000.0,4,2.5,2660,65340,2.0,0,0,3,8,2660,0,1988,0,98027,47.4969,-122.06,2850,74052 +2366800055,20141203T000000,225000.0,3,2.5,1740,10050,2.0,0,0,3,7,1740,0,1989,0,98001,47.2671,-122.236,1300,10125 +7272001805,20150309T000000,418200.0,3,2.25,2240,9542,1.0,0,1,3,7,1190,1050,1980,0,98198,47.3995,-122.318,2080,9542 +3582700070,20141205T000000,356500.0,4,1.75,1570,9670,1.0,0,0,3,7,1170,400,1959,0,98028,47.7432,-122.248,2080,9100 +2402100055,20140716T000000,670000.0,4,3.0,2500,5000,1.5,0,0,4,7,1460,1040,1926,0,98103,47.6895,-122.331,1720,4500 +5146000070,20141204T000000,456150.0,3,2.25,1750,12408,1.0,0,0,5,7,1150,600,1962,0,98155,47.7509,-122.3,1820,12977 +2607760890,20140603T000000,471000.0,4,2.5,3030,9687,2.0,0,0,3,8,2020,1010,1998,0,98045,47.485,-121.799,2050,10193 +9274200316,20150409T000000,558000.0,3,2.5,1680,934,3.0,0,0,3,8,1680,0,2008,0,98116,47.5891,-122.387,1740,1280 +4139500200,20150305T000000,1380000.0,6,4.5,5740,10312,2.0,0,2,3,11,3610,2130,2000,0,98006,47.5533,-122.11,4350,11917 +3021059155,20141212T000000,161500.0,3,1.0,1220,6000,1.0,0,0,5,7,1220,0,1961,0,98002,47.2811,-122.214,1420,13137 +3580900160,20141010T000000,311000.0,3,1.0,1310,8370,1.5,0,0,3,7,1310,0,1962,0,98034,47.7284,-122.241,1310,8370 +3876000350,20150224T000000,470000.0,6,1.75,2490,8732,1.5,0,0,4,8,2490,0,1966,0,98034,47.7252,-122.187,1840,8024 +3959400400,20140709T000000,569000.0,3,3.25,2220,8227,1.5,0,0,5,8,1770,450,1929,0,98108,47.5665,-122.316,1750,4800 +8079100700,20150318T000000,689000.0,4,2.5,2240,7350,2.0,0,0,3,9,2240,0,1989,0,98029,47.5652,-122.013,2200,8017 +9407001610,20140715T000000,271900.0,3,1.75,1890,11875,1.0,0,0,3,7,1230,660,1979,0,98045,47.4472,-121.774,1580,10920 +8700120270,20141210T000000,278000.0,4,2.5,1850,6037,2.0,0,0,3,7,1850,0,1991,0,98030,47.359,-122.191,1860,6037 +3204300860,20140723T000000,820000.0,2,2.5,2210,4440,2.0,0,0,4,8,1440,770,1931,0,98112,47.6305,-122.3,1560,4920 +3204800520,20150225T000000,399500.0,3,1.75,1410,7700,1.0,0,0,4,7,1410,0,1967,0,98056,47.5375,-122.176,1560,7700 +8857320260,20141105T000000,462000.0,3,2.75,1890,2614,2.0,0,0,4,9,1890,0,1979,0,98008,47.6102,-122.114,1800,2769 +6791400800,20150413T000000,347500.0,3,1.0,1830,12036,1.0,0,0,3,7,1550,280,1977,0,98042,47.3126,-122.043,1810,12036 +2768000270,20140625T000000,562100.0,2,0.75,1440,3700,1.0,0,0,3,7,1200,240,1914,0,98107,47.6707,-122.364,1440,4300 +1432400060,20140529T000000,230000.0,2,1.0,950,7560,1.0,0,0,3,6,950,0,1958,0,98058,47.4499,-122.176,1160,7560 +2547200240,20140622T000000,687000.0,4,2.5,2370,10083,2.0,0,0,5,8,2370,0,1966,0,98033,47.6715,-122.166,2370,10133 +6441800060,20141209T000000,725786.0,4,2.5,3070,5762,2.0,0,0,3,10,3070,0,2000,0,98075,47.5847,-122.08,3630,6500 +1775800710,20150126T000000,315500.0,3,1.0,1300,12600,1.0,0,0,4,7,1300,0,1969,0,98072,47.7422,-122.1,1480,13530 +7694600253,20140506T000000,312000.0,4,2.0,1300,7054,1.0,0,0,3,7,1300,0,1950,2013,98146,47.5071,-122.369,1560,7100 +8910500238,20141106T000000,343000.0,3,3.25,1210,1173,2.0,0,0,3,8,1000,210,2002,0,98133,47.7114,-122.356,1650,1493 +3076500830,20141029T000000,385195.0,1,1.0,710,6000,1.5,0,0,3,6,710,0,2015,0,98144,47.5756,-122.316,1440,4800 +1072030510,20140829T000000,415000.0,4,2.25,2240,12650,1.0,0,0,4,8,1730,510,1981,0,98059,47.4777,-122.142,2150,12650 +3888100226,20140630T000000,461000.0,3,1.75,3600,8666,2.0,0,0,4,6,2400,1200,1948,0,98033,47.6893,-122.167,2290,8200 +7227501369,20140610T000000,369990.0,4,2.5,1960,7133,2.0,0,0,3,7,1960,0,2002,0,98056,47.4941,-122.19,1960,6705 +3820350070,20140929T000000,349950.0,4,2.5,1820,3134,2.0,0,0,3,7,1820,0,1999,0,98019,47.7351,-121.985,1820,3751 +7616800350,20150412T000000,285750.0,3,2.25,1960,17126,1.0,0,0,3,8,1400,560,1966,0,98055,47.4436,-122.21,2060,11466 +7811210200,20150420T000000,542500.0,4,2.25,1750,10160,1.0,0,0,3,8,1320,430,1972,0,98005,47.5909,-122.158,2170,11165 +6891100260,20141111T000000,830000.0,5,3.5,3700,5400,2.0,0,0,3,9,2890,810,2011,0,98053,47.7085,-122.117,3620,5460 +6076500160,20141223T000000,705000.0,4,2.5,2910,20946,2.0,0,0,4,8,2350,560,1976,0,98034,47.7085,-122.24,2020,11342 +2872100445,20140624T000000,615000.0,2,1.0,1270,5000,1.0,0,0,3,8,1090,180,1949,0,98117,47.6828,-122.393,1640,5000 +3352400004,20150129T000000,184500.0,2,1.0,720,5880,1.0,0,0,3,6,720,0,1940,0,98178,47.5056,-122.27,1440,7200 +7942601200,20141001T000000,412000.0,2,1.0,1040,5120,1.0,0,0,3,7,1040,0,1901,0,98122,47.6048,-122.312,1250,4000 +985001266,20141215T000000,250000.0,3,1.5,2210,11111,1.5,0,0,3,7,2210,0,1934,0,98168,47.492,-122.309,1250,8422 +2218000390,20140612T000000,580000.0,5,2.0,2060,6000,2.0,0,0,3,7,2060,0,1903,0,98105,47.6685,-122.305,1770,5000 +7231502505,20150312T000000,220000.0,2,1.0,780,6000,1.0,0,0,5,6,780,0,1923,0,98055,47.4759,-122.208,1080,6000 +7555220140,20140916T000000,675000.0,4,2.75,2240,8937,1.0,0,0,4,8,1460,780,1976,0,98033,47.6495,-122.194,2360,9038 +7445000105,20140522T000000,373500.0,2,1.0,800,3330,1.0,0,0,3,7,800,0,1918,0,98107,47.6566,-122.358,1300,4320 +5583200810,20150402T000000,662700.0,2,1.5,2440,6900,2.0,0,0,3,7,1590,850,1910,0,98118,47.5568,-122.271,1770,6900 +7340600827,20140516T000000,239950.0,5,1.0,1460,6032,2.0,0,0,4,6,1460,0,1941,0,98168,47.487,-122.282,1060,10300 +7436900045,20140925T000000,383000.0,3,1.0,1150,10196,1.0,0,0,4,7,1150,0,1957,0,98052,47.6788,-122.162,1410,8925 +4027701294,20150129T000000,485000.0,3,2.75,2650,12350,1.0,0,0,4,7,1470,1180,1975,0,98028,47.7669,-122.268,1950,14075 +3570000160,20140710T000000,610000.0,4,2.75,2600,36583,1.0,0,0,5,8,1580,1020,1976,0,98075,47.593,-122.054,2300,27820 +9276202190,20140808T000000,545000.0,6,1.75,1820,6250,1.0,0,0,3,7,1130,690,1954,0,98116,47.579,-122.39,1820,5750 +5016002180,20140708T000000,780000.0,2,2.5,2560,2500,2.0,0,0,5,8,1690,870,1901,0,98112,47.6233,-122.3,1890,5000 +7300000550,20150424T000000,305000.0,3,2.5,1714,3240,2.0,0,0,3,8,1714,0,2005,0,98055,47.4288,-122.19,1714,3240 +6817810310,20140612T000000,405000.0,3,1.0,1330,15678,1.0,0,0,3,7,900,430,1984,0,98074,47.6355,-122.037,1330,12696 +7851980260,20140730T000000,1110000.0,5,3.5,7350,12231,2.0,0,4,3,11,4750,2600,2001,0,98065,47.5373,-121.865,5380,12587 +1423400260,20150402T000000,273000.0,3,1.75,2050,9045,2.0,0,0,4,6,2050,0,1959,0,98058,47.4572,-122.18,1200,9045 +3876810140,20140527T000000,326500.0,3,1.0,1810,12375,2.0,0,0,3,7,1810,0,1970,0,98072,47.7427,-122.172,1420,9357 +3276180140,20150424T000000,365000.0,3,1.75,1380,9134,1.0,0,0,5,7,880,500,1981,0,98056,47.5087,-122.193,1400,8190 +9808590310,20150408T000000,1000750.0,3,2.75,3070,10739,2.0,0,0,3,10,2440,630,1987,0,98004,47.6444,-122.191,3490,11913 +546000045,20150325T000000,422500.0,2,1.0,800,4046,1.0,0,0,3,7,800,0,1940,0,98117,47.6895,-122.382,1400,4046 +2595650060,20150324T000000,354450.0,4,2.75,2140,9920,2.0,0,0,3,8,2140,0,1993,0,98001,47.3529,-122.274,2130,9920 +1771110550,20141204T000000,320000.0,3,1.0,1330,9540,1.0,0,0,4,7,1330,0,1971,0,98077,47.758,-122.075,1250,10350 +5335700030,20140603T000000,223000.0,3,1.0,1030,9120,1.0,0,0,3,7,1030,0,1961,0,98032,47.3607,-122.291,1470,10220 +7203101580,20140724T000000,410000.0,3,2.5,1740,4948,2.0,0,0,3,7,1740,0,2008,0,98053,47.6966,-122.025,1290,3383 +272000125,20140829T000000,438000.0,3,1.0,1200,4000,1.5,0,0,4,6,1200,0,1923,0,98144,47.5881,-122.299,1390,4000 +2770601741,20141106T000000,390000.0,3,3.0,1490,2944,2.0,0,0,3,7,960,530,1993,0,98199,47.6506,-122.384,1590,1600 +4250200140,20150219T000000,298500.0,4,2.5,1890,5954,2.0,0,0,3,7,1890,0,2004,0,98092,47.3293,-122.194,2030,5880 +8965400390,20140905T000000,749999.0,5,2.25,3060,13630,2.0,0,0,3,10,3060,0,1989,0,98006,47.5585,-122.117,3430,10700 +5071401000,20140829T000000,779000.0,6,2.5,3250,12000,1.0,0,1,3,8,1800,1450,1966,0,98115,47.6935,-122.28,3490,10320 +3760500435,20150114T000000,570000.0,3,2.75,2730,11936,2.0,0,2,3,8,1530,1200,1978,0,98034,47.6987,-122.231,2810,12333 +5680000260,20150512T000000,385000.0,3,1.0,810,4600,1.0,0,0,3,6,810,0,1918,0,98144,47.5712,-122.316,1520,4800 +9170500060,20140818T000000,649000.0,4,2.0,2240,11040,1.0,0,0,5,8,1120,1120,1961,0,98033,47.693,-122.168,1790,11040 +795000885,20141001T000000,283000.0,3,1.0,1740,5247,1.0,0,0,3,7,1270,470,1947,0,98168,47.5049,-122.329,1070,5636 +4038600260,20140922T000000,699900.0,4,2.25,2380,16236,1.0,0,0,3,7,1540,840,1961,0,98008,47.6126,-122.12,2230,8925 +4406000560,20150220T000000,278500.0,4,1.0,1540,8400,1.0,0,0,3,7,770,770,1971,0,98058,47.4278,-122.152,1520,9891 +2260000340,20141115T000000,700000.0,4,1.75,2340,9100,1.0,0,0,3,8,1610,730,1975,0,98052,47.6401,-122.108,2470,11000 +9510310030,20140728T000000,535000.0,4,2.75,2710,45963,2.0,0,0,3,9,2710,0,1995,0,98045,47.4745,-121.724,2710,33955 +4245400045,20140923T000000,234500.0,3,1.75,1310,18400,1.0,0,0,3,7,870,440,1954,0,98168,47.5035,-122.302,1840,10790 +9371700132,20140806T000000,374150.0,3,1.75,1390,9585,1.0,0,0,4,7,1390,0,1973,0,98133,47.752,-122.35,1240,8188 +7272001610,20150317T000000,397000.0,4,2.5,2201,9542,2.0,0,0,3,8,2201,0,2006,0,98198,47.4002,-122.317,1990,9542 +1324059139,20140918T000000,613000.0,3,2.25,1960,10385,1.0,0,0,3,8,1960,0,1988,0,98008,47.5736,-122.109,2800,12632 +1552100135,20140609T000000,1150000.0,3,2.5,2850,10474,1.0,0,0,4,8,1730,1120,1954,0,98004,47.6218,-122.209,2820,10474 +1257200060,20150327T000000,595000.0,4,1.75,1880,4080,1.0,0,0,3,7,940,940,1924,0,98115,47.6754,-122.327,1410,4080 +2822059350,20140910T000000,340000.0,5,2.75,2440,6858,2.0,0,0,3,8,2440,0,2003,0,98030,47.3655,-122.174,2300,6858 +2781260070,20150108T000000,388000.0,4,2.5,2560,5800,2.0,0,0,3,9,2560,0,2005,0,98038,47.3474,-122.025,3040,5800 +619000045,20140922T000000,404000.0,3,1.75,1410,15210,1.0,0,0,3,7,1410,0,1950,2014,98166,47.4181,-122.339,1970,16290 +8934100125,20140829T000000,810000.0,3,2.0,2870,6360,1.5,0,1,4,8,1790,1080,1946,0,98115,47.6813,-122.275,2310,6466 +2472920140,20150403T000000,405000.0,4,2.5,2620,9359,2.0,0,0,3,9,2620,0,1987,0,98058,47.438,-122.152,2580,7433 +7215730310,20140714T000000,726000.0,5,3.0,2970,10335,2.0,0,0,3,9,2970,0,2000,0,98075,47.598,-122.019,2970,10335 +7697870310,20140514T000000,266000.0,3,2.5,1780,7214,1.0,0,0,4,7,1400,380,1986,0,98030,47.3667,-122.182,1520,7228 +2795000060,20141222T000000,722500.0,5,2.25,3700,7207,1.0,0,1,5,8,1850,1850,1970,0,98177,47.7736,-122.371,2340,7900 +2408600160,20150228T000000,352000.0,4,2.5,1252,25002,1.0,0,0,3,8,992,260,1996,0,98001,47.3216,-122.291,1860,25002 +7888200240,20150319T000000,265000.0,4,1.5,1240,8158,1.0,0,0,4,7,1110,130,1961,0,98198,47.3716,-122.31,1520,8147 +151000075,20150206T000000,856000.0,3,2.5,2160,3920,2.0,0,0,3,9,2160,0,2014,0,98116,47.5762,-122.415,1500,4920 +5104530240,20140724T000000,346950.0,3,2.5,2040,4348,2.0,0,0,4,8,2040,0,2006,0,98038,47.3517,-121.999,2380,4348 +4139680070,20140617T000000,866059.0,5,3.5,3130,4797,2.0,0,0,3,9,2570,560,2014,0,98006,47.5664,-122.129,3440,5439 +7852180260,20150129T000000,410000.0,3,2.5,2350,4456,2.0,0,0,3,7,2350,0,2004,0,98065,47.5314,-121.854,2350,4456 +1471610060,20140708T000000,370000.0,3,1.75,1570,16817,2.0,0,0,3,7,1570,0,1982,0,98045,47.4716,-121.756,1600,16817 +3520069033,20140623T000000,230000.0,3,1.0,1530,389126,1.5,0,0,4,7,1530,0,1919,0,98022,47.1776,-122.011,1768,42148 +9268200550,20141010T000000,400000.0,2,2.0,1520,5010,1.0,0,0,3,7,1520,0,1999,0,98117,47.6948,-122.364,1110,5040 +1788700295,20150311T000000,172000.0,3,1.0,1350,9680,1.0,0,0,4,7,820,530,1959,0,98023,47.3274,-122.346,1320,9225 +7379600240,20140714T000000,615000.0,3,1.75,1950,8480,1.0,0,0,4,8,1250,700,1962,0,98007,47.5893,-122.15,1740,8480 +8691330060,20150407T000000,860000.0,4,3.5,3950,9600,2.0,0,0,3,10,3950,0,1998,0,98075,47.5945,-121.981,3110,10213 +6384500581,20140618T000000,555000.0,3,1.75,2040,6000,1.0,0,0,5,7,1120,920,1958,0,98116,47.5688,-122.397,1530,6250 +6690500070,20140721T000000,579000.0,3,2.5,1990,4040,1.5,0,0,5,8,1390,600,1926,0,98103,47.6867,-122.354,1180,3030 +3205400140,20140630T000000,385000.0,3,1.75,1300,7030,1.0,0,0,3,7,1300,0,1968,0,98034,47.721,-122.179,1450,7650 +6662410070,20150414T000000,420000.0,4,2.25,2030,12000,2.0,0,0,3,7,2030,0,1977,0,98011,47.7699,-122.168,2190,9900 +1919800260,20140716T000000,645000.0,3,1.75,2340,6750,1.5,0,0,5,7,1620,720,1914,0,98103,47.6956,-122.335,1410,3388 +7283900045,20150428T000000,549950.0,3,2.5,2160,6288,2.0,0,0,3,8,2160,0,1996,0,98133,47.7655,-122.35,1830,7600 +3756100160,20140923T000000,678000.0,3,2.75,2770,10000,1.0,0,1,5,8,1640,1130,1962,0,98033,47.7011,-122.206,2450,10000 +3352401981,20140521T000000,199000.0,4,2.0,2030,8120,2.0,0,0,3,7,2030,0,1950,0,98178,47.4994,-122.261,1520,9440 +5315100394,20150218T000000,604000.0,3,1.0,1440,13824,1.0,0,0,4,7,1440,0,1957,0,98040,47.5872,-122.241,2540,12092 +3450300270,20150403T000000,268000.0,5,1.75,1730,10368,1.0,0,0,5,7,1010,720,1963,0,98059,47.5008,-122.162,1730,7728 +2325069117,20140805T000000,960000.0,5,3.5,4510,16305,2.0,0,0,3,10,2820,1690,2003,0,98074,47.6346,-122.011,4330,18741 +7199340310,20150218T000000,509250.0,3,2.5,2100,7600,1.0,0,0,4,7,1450,650,1980,0,98052,47.6968,-122.127,2010,7600 +8663260030,20141118T000000,416000.0,3,2.5,1800,5372,2.0,0,0,3,8,1800,0,1987,0,98034,47.7188,-122.177,1650,6014 +9315100030,20140515T000000,190000.0,3,1.0,1090,8520,1.0,0,0,3,7,1090,0,1967,0,98003,47.3364,-122.307,1190,8520 +2190601049,20150429T000000,212000.0,3,1.5,1010,10000,1.0,0,0,4,7,1010,0,1973,0,98003,47.2881,-122.294,2420,34637 +9264930400,20141029T000000,325900.0,3,2.5,2040,9765,2.0,0,0,3,8,2040,0,1985,0,98023,47.309,-122.349,2350,10150 +2490200055,20140801T000000,560000.0,3,3.5,2270,4088,2.0,0,0,3,8,1880,390,1996,0,98136,47.5356,-122.384,1760,5425 +3830630140,20140924T000000,275000.0,3,2.5,1730,5799,2.0,0,0,4,7,1730,0,1987,0,98030,47.3499,-122.177,1710,6490 +6385260160,20150309T000000,665000.0,4,2.5,2480,15411,2.0,0,2,3,8,2480,0,1994,0,98059,47.5379,-122.16,2940,14679 +5701500030,20140601T000000,1505000.0,4,3.5,3480,7232,2.0,0,0,3,9,2580,900,1926,2010,98144,47.5859,-122.291,2380,5642 +859000160,20141203T000000,375000.0,4,2.0,1720,2410,1.0,0,0,3,7,970,750,1930,2006,98106,47.5252,-122.361,1160,1404 +123039633,20140909T000000,359950.0,3,1.75,1570,6975,1.0,0,0,3,7,1040,530,1979,0,98126,47.5137,-122.37,1280,7813 +3601200465,20150123T000000,340000.0,4,2.75,3527,7200,2.0,0,0,3,7,3527,0,2005,0,98198,47.3823,-122.3,2490,7200 +106000320,20141031T000000,401000.0,2,1.0,840,8100,1.0,0,0,4,7,840,0,1948,0,98177,47.7019,-122.366,1100,8220 +7631200292,20140626T000000,669000.0,2,1.75,1950,10766,1.0,0,3,4,6,1160,790,1952,0,98166,47.4504,-122.377,1780,11721 +2526059046,20150429T000000,638500.0,4,2.5,1980,6568,2.0,0,0,3,8,1980,0,2004,0,98052,47.704,-122.101,2310,6496 +3416600111,20150323T000000,545000.0,2,1.5,1620,3760,2.0,0,0,5,7,1170,450,1924,0,98144,47.6012,-122.291,2130,4000 +3205500160,20141226T000000,524000.0,4,1.0,1980,7015,1.0,0,0,3,7,1260,720,1973,0,98034,47.7204,-122.18,1570,7626 +824059331,20141108T000000,1610000.0,5,3.75,3530,13260,2.0,0,0,3,10,3530,0,2013,0,98040,47.5761,-122.205,3340,13260 +5347200060,20140909T000000,280000.0,2,1.0,1260,4800,1.0,0,0,3,6,1100,160,1947,0,98126,47.5196,-122.376,1260,2435 +9323610260,20140825T000000,828000.0,4,2.5,2120,10841,1.0,0,0,4,8,1500,620,1979,0,98006,47.556,-122.156,3130,10950 +8732160240,20141017T000000,223000.0,3,1.75,1360,10573,1.0,0,0,4,7,1360,0,1984,0,98023,47.2983,-122.374,1580,8280 +9808640320,20150102T000000,1289000.0,4,3.5,3100,2261,2.0,0,2,3,9,2250,850,1981,0,98033,47.6512,-122.202,2660,2000 +1326069050,20150504T000000,750000.0,2,2.0,2370,155130,1.0,0,0,3,7,2370,0,1970,0,98019,47.7388,-121.972,1860,14475 +1454100267,20150417T000000,430000.0,2,1.0,1460,9207,1.0,0,0,3,7,1210,250,1947,0,98125,47.7195,-122.287,1500,6898 +5021900160,20140618T000000,711000.0,4,1.75,1980,10800,1.0,0,0,5,6,990,990,1948,0,98040,47.5768,-122.222,2180,10800 +818100030,20141204T000000,310000.0,4,2.5,1930,7014,2.0,0,0,3,8,1930,0,1994,0,98042,47.3921,-122.163,1990,7920 +393000045,20141226T000000,415000.0,5,1.75,3700,9140,1.0,0,0,3,8,1850,1850,1957,0,98178,47.5086,-122.258,2190,6720 +8091411040,20140701T000000,274900.0,4,2.5,1970,6600,2.0,0,0,3,7,1970,0,1987,0,98030,47.3491,-122.168,1970,7682 +5561200310,20140609T000000,525000.0,3,3.0,2470,36445,2.0,0,0,4,8,2470,0,1980,0,98027,47.4661,-121.997,2310,35350 +3204500340,20141219T000000,179500.0,3,1.0,1180,32214,1.0,0,0,3,7,1180,0,1952,0,98092,47.3313,-122.198,2300,13714 +9222400935,20140523T000000,478000.0,3,1.0,1280,2580,1.5,0,0,3,8,1280,0,1910,2014,98115,47.6727,-122.32,1410,3150 +1796350570,20140521T000000,195000.0,3,1.75,1380,7350,1.0,0,0,3,7,990,390,1981,0,98042,47.369,-122.093,1660,8400 +2473450200,20150305T000000,385000.0,4,3.0,2740,10925,1.0,0,0,3,8,1670,1070,1980,0,98058,47.4538,-122.125,2330,9940 +1387300570,20141201T000000,401000.0,3,2.75,2020,9505,1.0,0,0,3,7,1260,760,1969,0,98011,47.7399,-122.197,2080,11901 +8857640860,20140926T000000,522000.0,4,2.5,2835,6598,2.0,0,0,3,8,2835,0,2002,0,98038,47.3878,-122.034,2770,6969 +5415000240,20150224T000000,330000.0,4,1.75,1520,14417,1.0,0,0,4,7,1520,0,1968,0,98065,47.526,-121.809,1600,10716 +2591760070,20140603T000000,503000.0,3,2.5,2190,4882,2.0,0,0,3,9,2190,0,1999,0,98155,47.7641,-122.306,2190,7055 +4131500140,20150212T000000,175000.0,5,1.75,1680,8400,1.0,0,0,4,7,1680,0,1979,0,98003,47.3035,-122.307,1800,8550 +7203220370,20150320T000000,963990.0,4,3.5,3915,6364,2.0,0,0,3,9,3915,0,2014,0,98053,47.6844,-122.016,3830,6507 +1651500060,20140929T000000,845000.0,5,2.0,1720,9972,1.0,0,0,4,8,1720,0,1951,0,98004,47.6368,-122.218,2700,9023 +7883600700,20150122T000000,157500.0,2,1.0,670,4500,1.0,0,0,3,5,670,0,1905,0,98108,47.5271,-122.326,1210,4500 +567000755,20141205T000000,450000.0,2,3.0,1790,1709,2.0,0,0,3,7,1400,390,2001,0,98144,47.5926,-122.296,1460,1462 +9294300615,20140918T000000,925000.0,4,1.75,2440,11793,1.0,0,4,3,8,1420,1020,1950,0,98115,47.6807,-122.267,2500,8028 +3213200215,20150105T000000,600000.0,2,1.0,920,5029,1.0,0,0,4,7,920,0,1938,0,98115,47.6726,-122.265,1230,5029 +9136101776,20140918T000000,709000.0,4,1.0,1680,4087,1.5,0,0,3,7,1680,0,1911,0,98103,47.6667,-122.337,1740,3745 +5035300850,20141110T000000,1385000.0,5,3.75,3290,6480,2.0,0,0,5,10,2190,1100,1938,0,98199,47.653,-122.415,2010,7639 +3668001080,20140911T000000,248000.0,3,2.5,2120,6840,1.0,0,0,3,7,1220,900,1984,0,98092,47.278,-122.145,1820,8200 +5540800100,20150511T000000,245000.0,3,1.0,910,6630,1.0,0,0,4,6,910,0,1912,0,98103,47.6947,-122.346,950,5100 +3679401110,20140530T000000,332000.0,2,1.0,1000,4776,1.0,0,0,4,6,1000,0,1942,0,98108,47.5619,-122.315,1500,4800 +7852130100,20150313T000000,459950.0,3,2.5,2340,4273,2.0,0,0,3,7,2340,0,2002,0,98065,47.5362,-121.878,2400,4624 +9828200147,20150410T000000,425000.0,3,2.0,1180,1800,2.0,0,2,3,8,1180,0,1994,0,98122,47.6168,-122.301,1500,1948 +826069085,20140903T000000,460000.0,3,2.25,2080,50965,1.0,0,0,3,8,1590,490,1979,0,98077,47.7506,-122.063,2270,51836 +6383900090,20140904T000000,838300.0,6,2.5,3760,12978,1.0,0,0,3,9,2360,1400,1967,0,98117,47.6976,-122.381,2300,7362 +8100000090,20141111T000000,256000.0,3,2.5,1480,7200,2.0,0,0,5,7,1480,0,1995,0,98010,47.3126,-122.023,1350,7200 +7805450750,20150120T000000,864000.0,3,2.75,3060,13554,2.0,0,0,3,10,3060,0,1984,0,98006,47.5609,-122.106,3060,11455 +148000705,20150305T000000,900000.0,4,3.5,3070,4440,2.0,0,0,3,9,2030,1040,1922,2007,98116,47.5732,-122.411,1780,4800 +1432400490,20150401T000000,145600.0,3,1.0,1170,7560,1.0,0,0,3,6,1170,0,1958,0,98058,47.4514,-122.178,1170,7560 +7974200820,20140821T000000,865000.0,5,3.0,2900,6730,1.0,0,0,5,8,1830,1070,1977,0,98115,47.6784,-122.285,2370,6283 +8731951130,20140609T000000,250250.0,3,2.25,2210,8000,2.0,0,0,4,8,2210,0,1969,0,98023,47.3085,-122.381,1990,8000 +7227801955,20140919T000000,162000.0,4,2.0,1440,7641,1.0,0,0,4,5,1440,0,1943,0,98056,47.508,-122.183,1440,7750 +3558910490,20140731T000000,450000.0,4,1.75,1980,7350,1.0,0,0,3,7,1430,550,1973,0,98034,47.7088,-122.202,1870,7920 +324059112,20150325T000000,675500.0,4,2.75,2060,21344,1.0,0,0,2,8,1460,600,1978,0,98005,47.5934,-122.154,2060,16088 +2710600025,20141103T000000,697000.0,3,2.25,2420,5304,1.5,0,0,5,7,1640,780,1947,0,98115,47.6765,-122.285,1560,5304 +7582700100,20141111T000000,1324050.0,3,3.25,3440,4080,2.0,0,0,3,9,2560,880,2005,0,98105,47.6644,-122.28,3110,4080 +3882300100,20141201T000000,490000.0,3,1.75,1600,16510,1.0,0,0,3,8,1600,0,1984,0,98052,47.6601,-122.135,1510,10407 +3735900590,20141021T000000,590000.0,3,2.25,2210,5742,1.0,0,0,3,8,1460,750,1951,0,98115,47.6891,-122.318,1900,4590 +5153200356,20150512T000000,280000.0,4,1.75,2250,16000,1.0,0,0,3,8,1450,800,1957,0,98023,47.3303,-122.351,1930,16000 +7625702350,20140523T000000,515000.0,2,1.0,1680,6500,1.0,0,0,4,7,1140,540,1941,0,98136,47.55,-122.388,1610,6500 +2755200090,20140714T000000,576000.0,3,1.0,1140,5395,1.0,0,0,4,7,1010,130,1909,0,98115,47.6782,-122.306,1700,5376 +626059317,20141120T000000,375000.0,3,1.75,1430,10574,2.0,0,0,3,7,1430,0,1981,0,98011,47.7668,-122.218,1900,10450 +7199360090,20150320T000000,478000.0,3,1.0,1440,7107,1.0,0,0,4,7,1000,440,1980,0,98052,47.6968,-122.124,1540,7140 +8651443480,20150128T000000,282000.0,3,1.0,1670,5200,1.0,0,0,5,7,1030,640,1977,0,98042,47.3659,-122.092,1620,6696 +9359100750,20141031T000000,1400000.0,4,4.5,3080,10550,2.0,0,3,3,8,1940,1140,1976,2007,98040,47.5806,-122.244,2780,10550 +5561400740,20150210T000000,593500.0,5,3.25,4300,50405,2.0,0,0,3,8,3220,1080,1972,0,98027,47.4615,-122.0,2680,41684 +1723099031,20141020T000000,724950.0,4,3.5,3010,174240,2.0,0,0,3,9,3010,0,2004,0,98045,47.4775,-121.691,2720,247856 +7236500025,20140829T000000,306000.0,3,1.75,1560,7500,1.0,0,0,4,8,1560,0,1966,0,98056,47.489,-122.18,1600,7904 +2473411080,20140609T000000,341000.0,4,1.75,1920,7665,1.0,0,0,4,8,1500,420,1975,0,98058,47.4476,-122.128,2100,7344 +1773101335,20141103T000000,399950.0,3,2.5,1400,4400,1.0,0,0,3,7,1400,0,1930,2014,98106,47.553,-122.365,1060,4400 +9126100850,20141120T000000,534000.0,5,2.0,2280,3600,2.0,0,0,3,7,2280,0,1992,0,98122,47.6056,-122.305,1740,1800 +7202331220,20140721T000000,635000.0,6,2.5,3880,5700,2.0,0,0,3,7,3880,0,2003,0,98053,47.6816,-122.038,2620,5070 +5511600245,20150324T000000,350000.0,2,1.0,1350,3880,1.0,0,0,3,6,950,400,1927,0,98103,47.6842,-122.344,1670,3920 +1344300090,20150217T000000,856000.0,3,1.5,1480,2700,1.5,0,0,3,7,1480,0,1928,0,98112,47.623,-122.304,1970,4200 +9828702812,20140923T000000,582000.0,4,3.0,1670,1189,3.0,0,0,3,8,1427,243,2000,0,98122,47.6182,-122.302,1700,1401 +3825310820,20140729T000000,799000.0,4,2.5,3400,6742,2.0,0,0,3,9,3400,0,2004,0,98052,47.7067,-122.129,2970,6909 +7852040110,20140908T000000,423700.0,3,2.5,2070,3986,2.0,0,0,3,8,2070,0,1999,0,98065,47.5348,-121.877,2090,3986 +6752500090,20150127T000000,1835000.0,4,3.5,4870,39190,2.0,0,0,3,12,4870,0,1995,0,98006,47.5447,-122.124,5000,33880 +3222079162,20140813T000000,322000.0,3,2.0,1760,43575,1.0,0,0,3,7,1160,600,1988,0,98010,47.3565,-121.94,1760,46038 +1025069192,20141105T000000,929000.0,4,3.25,4030,57499,2.0,0,0,3,9,4030,0,2002,0,98053,47.6617,-122.026,3470,57499 +5101404608,20141201T000000,443000.0,2,1.0,1130,5413,1.0,0,0,3,7,880,250,1939,0,98115,47.6971,-122.315,1250,5413 +9477100490,20150424T000000,441500.0,3,1.75,1510,7700,1.0,0,0,3,7,1510,0,1968,0,98034,47.7283,-122.194,1440,7416 +324069015,20140708T000000,875000.0,4,3.5,3110,108464,2.0,0,2,4,8,3110,0,1979,0,98075,47.592,-122.018,2340,4938 +4114601570,20141118T000000,3600000.0,3,3.25,5020,12431,2.0,1,4,3,10,3420,1600,1941,2002,98144,47.5925,-122.287,3680,12620 +7920100025,20150427T000000,450000.0,2,1.0,740,5100,1.0,0,0,4,7,740,0,1947,0,98115,47.6787,-122.301,920,5100 +3275730110,20140908T000000,425000.0,3,2.25,1630,10500,1.0,0,0,3,7,1100,530,1974,0,98034,47.7176,-122.236,1640,9794 +7504030090,20140601T000000,660000.0,4,1.75,2780,9900,2.0,0,0,4,10,2780,0,1978,0,98074,47.6348,-122.06,2600,12000 +8813400405,20140616T000000,763101.0,3,1.75,1990,5560,1.0,0,0,4,7,1100,890,1939,0,98105,47.664,-122.287,1460,3706 +1313300300,20150407T000000,499000.0,4,2.75,2250,14149,2.0,0,0,3,9,2250,0,1992,0,98019,47.7353,-121.962,2450,14027 +8121610110,20150303T000000,521000.0,3,1.75,1720,37363,1.0,0,0,4,8,1350,370,1974,0,98053,47.6608,-122.035,2740,40635 +1820069019,20140529T000000,302000.0,2,1.0,900,423838,1.0,0,2,5,6,900,0,1925,0,98022,47.228,-122.088,1810,94960 +9406450090,20150408T000000,293000.0,4,2.25,2360,6260,2.0,0,0,3,7,2360,0,1998,0,98038,47.3882,-122.053,2144,6773 +2619950490,20140712T000000,335000.0,3,2.25,1530,4580,2.0,0,0,3,7,1530,0,2011,0,98019,47.7342,-121.968,2110,4094 +1646500785,20141215T000000,499000.0,2,1.0,1450,3090,2.0,0,0,3,7,1450,0,1919,1987,98103,47.6853,-122.356,1450,4635 +1868901690,20150505T000000,600000.0,3,1.75,2040,5000,1.5,0,0,3,7,1780,260,1924,0,98115,47.6756,-122.299,1690,5000 +9542400025,20140916T000000,720000.0,4,1.75,2620,11041,1.5,0,0,4,9,2620,0,1962,0,98005,47.5975,-122.174,2230,11041 +2781270090,20150225T000000,195000.0,2,2.0,1180,2553,2.0,0,0,3,6,1180,0,2005,0,98038,47.3501,-122.02,1310,2687 +1665400165,20140507T000000,249000.0,3,1.0,1110,8423,1.0,0,0,3,7,1110,0,1952,0,98166,47.4718,-122.342,1140,9083 +1326069191,20150202T000000,334000.0,3,2.25,1840,9781,2.0,0,0,3,7,1840,0,1989,0,98019,47.7347,-121.976,1490,10101 +381000110,20141107T000000,599950.0,4,1.75,2720,7810,1.0,0,0,3,8,1510,1210,1952,0,98115,47.6788,-122.283,2120,7315 +3530530110,20150217T000000,149900.0,2,1.75,1090,1950,1.0,0,0,4,8,1090,0,1982,0,98198,47.3782,-122.319,1360,3426 +5210200107,20141125T000000,700000.0,4,1.75,1730,6500,1.0,0,0,3,7,1250,480,1945,0,98115,47.6982,-122.282,1910,8100 +1574100025,20140807T000000,525000.0,4,1.5,1170,6240,1.0,0,0,4,6,1170,0,1960,0,98040,47.5495,-122.232,2380,8846 +2523069192,20140708T000000,1049000.0,4,3.75,4740,126759,2.0,0,0,4,10,4740,0,1991,0,98027,47.4449,-121.979,3060,118047 +6706600090,20140508T000000,402000.0,3,2.5,1960,8000,1.0,0,0,4,7,1290,670,1977,0,98034,47.7249,-122.178,1960,8000 +1994200031,20140620T000000,450000.0,3,2.0,1430,3480,1.0,0,0,3,7,980,450,1947,0,98103,47.6874,-122.336,1450,4650 +2523069156,20141203T000000,520000.0,3,2.25,2510,43995,2.0,0,0,3,8,2510,0,1981,0,98027,47.4545,-121.988,2470,48351 +5029450850,20141204T000000,205000.0,3,1.75,1420,6980,1.0,0,0,5,7,820,600,1980,0,98023,47.2873,-122.367,1470,7319 +2723069147,20140902T000000,635000.0,3,2.25,2680,175982,1.0,0,0,3,9,2680,0,2004,0,98038,47.4487,-122.033,3170,215186 +3750605349,20150304T000000,210500.0,3,1.0,1220,9600,1.0,0,0,5,7,1220,0,1958,0,98001,47.2622,-122.282,1310,9600 +9285800735,20140812T000000,406650.0,2,1.0,1070,6100,1.0,0,0,3,6,1070,0,1940,0,98126,47.5698,-122.377,1770,5695 +7574000100,20150408T000000,350000.0,3,1.75,1580,19998,1.0,0,0,4,7,1580,0,1968,0,98010,47.3299,-122.046,1860,19998 +9212900100,20150423T000000,425000.0,4,1.75,1820,6000,1.0,0,0,3,7,930,890,1942,0,98115,47.6872,-122.296,1590,6000 +8651611130,20140605T000000,798000.0,3,3.5,3590,6402,2.0,0,0,3,10,3590,0,1999,0,98074,47.6336,-122.063,3230,7305 +423059184,20141201T000000,180000.0,3,1.0,1960,9583,2.0,0,0,2,5,1960,0,1908,0,98056,47.505,-122.171,1850,8324 +5451200600,20140602T000000,1250000.0,5,3.25,3160,13238,2.0,0,0,5,8,3160,0,1972,0,98040,47.5373,-122.224,2360,12042 +6300000378,20150303T000000,435000.0,4,2.0,2030,4033,2.0,0,0,4,7,1630,400,1925,0,98133,47.7056,-122.342,1350,1340 +2570300090,20141126T000000,355000.0,3,1.5,1240,15867,1.0,0,0,3,7,1240,0,1962,0,98034,47.7167,-122.202,1570,9600 +9808100100,20150202T000000,3000000.0,5,3.25,5370,14091,2.0,0,0,3,10,3850,1520,1918,2008,98004,47.6499,-122.216,2410,12047 +4019300906,20140724T000000,685000.0,5,2.5,2670,14455,2.0,0,0,5,9,2670,0,1958,0,98155,47.7565,-122.284,1810,14455 +1023059223,20140725T000000,311000.0,3,1.0,1640,12060,1.0,0,0,4,7,1640,0,1960,0,98059,47.4941,-122.151,1680,9147 +9320700090,20140911T000000,305000.0,4,2.25,2130,9600,1.0,0,0,4,7,2130,0,1966,0,98031,47.4119,-122.211,1710,9600 +5700002460,20140725T000000,675000.0,3,2.5,2550,4954,1.5,0,0,4,7,1850,700,1924,0,98144,47.5758,-122.287,1700,4954 +7598100735,20140829T000000,769000.0,4,2.75,3630,15405,1.0,0,2,4,8,1850,1780,1968,0,98040,47.566,-122.225,3380,11184 +2202500110,20140805T000000,430000.0,3,1.5,1690,9708,1.5,0,0,5,7,1690,0,1954,0,98006,47.5732,-122.136,1570,9858 +726059395,20140923T000000,516250.0,6,2.0,2390,8660,1.5,0,0,4,7,2390,0,1925,0,98011,47.7589,-122.216,2250,12942 +1455600015,20141212T000000,760000.0,3,3.5,2350,10739,1.0,0,2,5,7,1340,1010,1940,0,98125,47.7288,-122.284,2580,11026 +9528101224,20141007T000000,579950.0,3,3.5,1420,1217,2.0,0,0,3,8,1180,240,2003,0,98115,47.6827,-122.324,1494,1264 +6713100031,20150211T000000,476000.0,3,2.25,1570,7187,1.0,0,0,4,8,1170,400,1980,0,98133,47.7604,-122.356,1660,8775 +8677900123,20140612T000000,510000.0,3,1.75,1600,19200,1.0,0,0,4,7,1600,0,1967,0,98034,47.7202,-122.249,2010,14850 +4302201130,20140508T000000,205000.0,2,1.0,720,5040,1.0,0,0,3,6,720,0,1955,0,98106,47.5267,-122.36,1357,5120 +1310800090,20141007T000000,240000.0,3,1.0,1470,7350,1.0,0,0,3,7,1470,0,1969,0,98032,47.3616,-122.286,1720,8050 +6117502727,20140902T000000,738000.0,5,3.5,2790,16952,2.0,0,2,3,10,1970,820,1991,0,98166,47.4384,-122.347,2980,17281 +9324800110,20140728T000000,420000.0,3,1.75,1720,8102,1.0,0,0,5,6,860,860,1940,0,98125,47.7336,-122.29,1440,8106 +8965000110,20141114T000000,455000.0,3,1.75,1300,9600,1.0,0,0,4,7,1300,0,1969,0,98052,47.6388,-122.103,2070,9775 +5700001055,20140915T000000,765000.0,4,1.0,2520,5500,1.5,0,0,5,8,1820,700,1912,0,98144,47.5785,-122.292,2350,5000 +49500090,20141205T000000,372000.0,4,1.5,1780,7914,1.5,0,0,4,7,1780,0,1962,0,98059,47.5142,-122.163,1350,8069 +3812400657,20141204T000000,160000.0,3,1.0,1200,8360,1.0,0,0,2,6,1200,0,1948,0,98118,47.5414,-122.281,1570,6823 +2725069162,20140815T000000,772000.0,4,2.5,2990,9643,2.0,0,0,3,9,2990,0,2003,0,98074,47.6292,-122.024,2990,8666 +4232400110,20141111T000000,1125000.0,5,1.75,1910,5640,2.0,0,0,4,9,1910,0,1906,0,98112,47.6249,-122.311,2050,5400 +9521100586,20140524T000000,479000.0,3,1.0,1370,3000,1.5,0,0,3,7,1370,0,1924,0,98103,47.6619,-122.351,1510,2151 +7215721570,20150505T000000,570000.0,3,2.5,1910,4941,2.0,0,0,3,8,1910,0,1999,0,98075,47.5989,-122.016,1910,4941 +3834000805,20140710T000000,350000.0,4,1.0,1170,8147,1.5,0,0,3,6,1170,0,1959,0,98125,47.7281,-122.289,1260,8147 +2274000026,20141101T000000,353000.0,3,2.5,1250,864,3.0,0,0,3,8,1250,0,2004,0,98115,47.6978,-122.318,1330,2298 +5103300090,20140801T000000,699000.0,5,2.5,3340,24755,2.0,0,0,3,10,3340,0,2002,0,98038,47.4565,-122.066,3420,23274 +9558200025,20140730T000000,265000.0,3,2.0,1380,8536,2.0,0,0,4,7,1380,0,1955,0,98148,47.4374,-122.335,1260,8750 +8649401270,20150430T000000,167000.0,1,1.0,780,10235,1.5,0,0,3,6,780,0,1989,0,98014,47.713,-121.315,930,10165 +686200740,20141020T000000,500000.0,4,2.25,2080,8000,1.0,0,0,3,8,1390,690,1964,0,98008,47.6264,-122.113,1800,7700 +7658600025,20140709T000000,700000.0,3,1.0,1410,7200,2.0,0,0,4,6,1410,0,1901,0,98144,47.5924,-122.302,1640,7200 +3702900165,20141104T000000,295000.0,1,1.0,520,5600,1.0,0,0,3,6,520,0,1918,0,98116,47.5579,-122.395,1030,5265 +7977201240,20150311T000000,1010000.0,4,3.5,3500,4080,2.0,0,2,3,9,2590,910,2004,0,98115,47.6834,-122.292,2430,5100 +8651410090,20150508T000000,209000.0,2,1.0,840,5265,1.0,0,0,5,6,840,0,1969,0,98042,47.3644,-122.082,920,5100 +3750603732,20150128T000000,276000.0,3,1.75,2240,9200,1.0,0,0,4,7,1440,800,1968,0,98001,47.2635,-122.284,1740,9600 +1023059429,20150122T000000,380000.0,4,2.5,2100,5857,2.0,0,0,3,8,2100,0,2002,0,98059,47.4956,-122.163,2090,7779 +2412100025,20140606T000000,315000.0,3,1.5,1750,12500,1.0,0,0,3,7,1150,600,1954,0,98024,47.5666,-121.902,1680,13000 +203600600,20150310T000000,685530.0,4,2.5,3130,60467,2.0,0,0,3,9,3130,0,1996,0,98014,47.6618,-121.962,2780,44224 +2021069059,20140626T000000,254600.0,3,2.0,1470,20000,1.0,0,0,4,7,1470,0,1968,0,98002,47.2973,-122.08,1390,30056 +7227501645,20140603T000000,230000.0,3,2.0,1440,5600,1.0,0,0,4,6,720,720,1942,2007,98056,47.4947,-122.185,1120,5700 +4310702787,20140717T000000,335000.0,3,3.0,1430,1249,3.0,0,0,3,8,1430,0,2003,0,98103,47.6971,-122.34,1020,1112 +1494300110,20140603T000000,550000.0,4,2.5,2170,9600,1.0,0,0,3,7,1460,710,1980,0,98052,47.6789,-122.116,1940,8400 +1950900245,20141226T000000,123300.0,3,1.0,1150,8050,1.5,0,0,4,7,1150,0,1956,0,98032,47.374,-122.296,1360,8050 +3512100110,20140902T000000,275436.0,4,2.75,2170,9658,1.5,0,0,3,7,2170,0,1966,0,98030,47.3741,-122.189,1490,9731 +8732750100,20140525T000000,325000.0,4,3.5,2630,3435,1.5,0,3,3,7,1640,990,1984,0,98188,47.4355,-122.272,1920,2435 +1332000110,20140725T000000,635000.0,4,2.5,2490,40608,2.0,0,0,3,9,2490,0,1997,0,98053,47.6507,-122.004,3170,45441 +2768100690,20150423T000000,513000.0,3,1.75,1710,5000,1.0,0,0,4,7,1110,600,1944,0,98107,47.6689,-122.37,920,5000 +7525410090,20140708T000000,580000.0,4,2.5,2130,35752,1.0,0,0,3,8,1490,640,1980,0,98075,47.5748,-122.031,3030,34000 +9558800025,20150429T000000,225000.0,3,1.0,940,9272,1.0,0,0,3,7,940,0,1954,0,98148,47.4353,-122.335,1270,9375 +2788400315,20140922T000000,265000.0,3,1.0,1400,9460,1.0,0,0,3,7,1060,340,1961,0,98168,47.5119,-122.321,1570,7700 +7128300855,20141014T000000,313000.0,4,1.75,1630,3000,1.0,0,0,3,7,930,700,1978,0,98144,47.5961,-122.305,1630,3000 +7655900038,20150414T000000,296000.0,2,1.0,1370,8400,1.0,0,0,3,7,1370,0,1948,0,98133,47.7344,-122.336,1330,8396 +7923500090,20141020T000000,655500.0,4,2.75,2380,15800,1.0,0,0,3,8,1680,700,1957,2001,98007,47.5929,-122.133,1950,11751 +3339900096,20141210T000000,250750.0,5,1.75,2140,12058,1.0,0,0,4,8,2140,0,1951,0,98002,47.3167,-122.214,1640,10125 +5214500690,20140904T000000,438000.0,4,2.5,1970,8545,2.0,0,0,3,8,1970,0,2004,0,98059,47.4893,-122.138,2590,7200 +4045900147,20140801T000000,590000.0,3,2.75,2550,54014,2.0,0,0,4,8,1980,570,1967,0,98072,47.7596,-122.117,2180,21600 +6450302900,20141006T000000,329500.0,3,1.0,1080,5250,1.0,0,0,4,7,1080,0,1947,0,98133,47.7309,-122.336,1100,5250 +2597460090,20150316T000000,1195000.0,3,2.25,3070,9645,2.0,0,0,3,10,2110,960,1987,0,98006,47.5522,-122.144,3130,9450 +2770601595,20150320T000000,415000.0,2,1.0,1470,6000,1.0,0,0,3,6,900,570,1944,0,98199,47.6527,-122.386,1670,6000 +4188000490,20140922T000000,900000.0,4,2.5,3620,42580,2.0,0,0,3,10,3620,0,1984,0,98052,47.7204,-122.115,2950,33167 +1324079085,20150504T000000,378000.0,3,1.5,1050,57499,1.0,0,0,3,7,1050,0,1975,0,98024,47.5602,-121.86,1460,42688 +1720069006,20140812T000000,474000.0,2,1.0,1050,403365,1.0,0,3,5,6,1050,0,1905,0,98022,47.2221,-122.059,1760,108900 +1947300115,20140619T000000,464000.0,3,1.0,1320,3625,2.0,0,0,3,7,1320,0,1900,0,98122,47.6049,-122.288,1660,5438 +5490700100,20141208T000000,310000.0,3,1.0,1210,7649,1.0,0,0,4,7,1210,0,1956,0,98155,47.7693,-122.32,1210,6760 +7278100690,20140918T000000,580000.0,3,1.5,1860,7190,2.0,0,1,5,7,1860,0,1952,0,98177,47.7716,-122.392,1670,5525 +2322029048,20141119T000000,999000.0,3,2.75,2830,505166,1.0,1,3,4,8,1830,1000,1962,0,98070,47.3782,-122.514,2120,21988 +6821102100,20150317T000000,510000.0,2,1.0,810,6480,1.0,0,0,5,6,810,0,1942,0,98199,47.6493,-122.398,1920,6000 +3176100110,20140506T000000,650000.0,3,1.5,1630,7475,1.0,0,1,3,7,1160,470,1940,0,98115,47.6725,-122.272,2320,7475 +2188200785,20140912T000000,196000.0,3,1.0,880,19600,1.0,0,0,4,7,880,0,1978,0,98023,47.2707,-122.34,880,10500 +1446801030,20140822T000000,220000.0,4,1.75,1660,11664,1.0,0,0,3,6,1010,650,1952,0,98168,47.4943,-122.331,1670,9975 +8965520100,20141008T000000,855000.0,3,2.25,3440,10628,2.0,0,2,3,10,3440,0,1985,0,98006,47.5647,-122.108,3170,11434 +3649100586,20140829T000000,483000.0,3,1.75,2110,10454,1.0,0,0,4,8,1440,670,1978,0,98028,47.7344,-122.246,1990,10890 +7283900153,20150407T000000,400000.0,3,1.0,1060,12000,1.0,0,0,3,7,1060,0,1952,0,98133,47.7703,-122.35,1550,10500 +1036100100,20140702T000000,435000.0,3,2.5,1900,7984,2.0,0,0,3,8,1900,0,1993,0,98011,47.7433,-122.194,2650,9352 +3278602670,20140930T000000,219500.0,1,1.0,820,1060,1.0,0,0,3,8,760,60,2007,0,98126,47.5473,-122.371,1770,1924 +3625049014,20140829T000000,2950000.0,4,3.5,4860,23885,2.0,0,0,3,12,4860,0,1996,0,98039,47.6172,-122.23,3580,16054 +7276100165,20140916T000000,427000.0,3,2.5,2050,3218,3.0,0,0,3,7,2050,0,2008,0,98133,47.7612,-122.344,2050,7200 +9136103130,20141201T000000,430000.0,2,1.5,1090,4013,1.5,0,0,3,7,1090,0,1900,0,98103,47.6652,-122.338,1390,4013 +9136103130,20150512T000000,685000.0,2,1.5,1090,4013,1.5,0,0,3,7,1090,0,1900,0,98103,47.6652,-122.338,1390,4013 +1193000025,20140903T000000,495000.0,2,1.5,1920,6250,1.0,0,0,3,7,1060,860,1937,0,98199,47.6497,-122.393,2070,6250 +2744000100,20140625T000000,299950.0,3,2.5,1870,7942,2.0,0,0,3,7,1870,0,1990,0,98001,47.342,-122.279,1870,7392 +3744600028,20141121T000000,390000.0,4,1.75,2690,46609,1.5,0,0,3,7,2690,0,1940,0,98146,47.4951,-122.352,1920,7302 +3679400025,20140812T000000,385000.0,3,1.75,2160,5863,1.5,0,0,4,7,1260,900,1928,0,98144,47.5729,-122.315,1590,3000 +9545260100,20140625T000000,740000.0,4,2.5,3000,10392,2.0,0,0,3,9,3000,0,1995,0,98027,47.535,-122.049,3140,9213 +375000165,20140723T000000,991700.0,4,3.0,2290,2350,2.0,0,1,3,9,1610,680,1924,2011,98116,47.574,-122.415,1610,3820 +4003000053,20140813T000000,765000.0,3,2.75,2250,9600,2.5,0,0,4,9,1830,420,1909,1991,98122,47.6033,-122.287,2060,4980 +7855600820,20140904T000000,802000.0,4,2.25,2130,8734,2.0,0,2,4,8,2130,0,1961,0,98006,47.5672,-122.161,2550,8800 +3860400100,20141121T000000,950000.0,4,2.75,2500,20000,1.0,0,0,4,8,1700,800,1969,0,98004,47.5901,-122.198,2650,20000 +121059147,20141104T000000,392000.0,4,2.5,2300,41167,2.0,0,0,3,7,2300,0,1988,0,98042,47.3412,-122.108,2300,21765 +825079019,20141203T000000,590000.0,3,2.5,3360,218235,1.0,0,0,3,8,3360,0,1989,0,98014,47.6601,-121.946,2650,220849 +123039313,20150410T000000,425000.0,4,2.5,1920,9000,2.0,0,0,2,7,1920,0,1989,0,98126,47.5153,-122.37,1530,10474 +7784000110,20140722T000000,765000.0,5,1.75,2440,15143,1.5,0,4,4,8,1740,700,1944,0,98146,47.4948,-122.37,2390,10907 +8835220090,20140807T000000,313500.0,3,2.25,1440,3488,2.0,0,0,4,7,1440,0,1983,0,98034,47.7257,-122.162,1390,3488 +6381501636,20140820T000000,320000.0,3,1.0,1780,6840,2.0,0,0,4,6,1780,0,1947,0,98125,47.727,-122.3,1410,7200 +1370804446,20150210T000000,604000.0,4,1.75,1490,4485,1.0,0,0,3,8,1350,140,1960,0,98199,47.6388,-122.399,1380,4846 +9828701871,20150212T000000,570000.0,3,2.0,1400,1657,2.0,0,0,3,8,1060,340,2004,0,98112,47.6196,-122.298,1540,2275 +3396200090,20140520T000000,639000.0,4,2.5,2150,12028,2.0,0,0,4,8,2150,0,1982,0,98052,47.7224,-122.101,1800,11777 +1463400047,20140822T000000,335000.0,4,2.0,1910,10200,1.0,0,0,4,7,1910,0,1963,0,98059,47.4804,-122.133,1820,15600 +8825900855,20141014T000000,896000.0,4,1.75,2660,3520,2.0,0,0,4,8,2080,580,1917,0,98115,47.6743,-122.308,2100,4080 +7147600245,20140627T000000,259500.0,3,1.75,1650,12349,1.0,0,0,3,7,1650,0,1957,0,98188,47.442,-122.282,1470,10763 +5071400485,20140807T000000,637000.0,3,2.0,1980,6000,1.0,0,0,4,7,1380,600,1958,0,98115,47.6921,-122.283,1260,6000 +8732040090,20150506T000000,307450.0,4,2.75,2690,8874,1.0,0,0,3,8,1370,1320,1980,0,98023,47.3078,-122.383,1990,7875 +8082400100,20140825T000000,535000.0,3,1.75,1380,3561,1.0,0,0,4,7,860,520,1925,0,98117,47.6822,-122.399,1820,4593 +546000930,20140630T000000,669500.0,4,2.25,2500,4046,1.5,0,0,4,7,1520,980,1940,0,98117,47.6882,-122.382,1410,4046 +1665400025,20141028T000000,259000.0,3,1.75,1590,7148,1.0,0,0,3,7,1590,0,1952,0,98166,47.4713,-122.344,1150,7280 +9187200245,20141231T000000,441000.0,4,1.5,1100,3300,1.0,0,0,1,7,1100,0,1919,0,98122,47.6033,-122.295,2020,4000 +2123700015,20150512T000000,228800.0,4,2.5,1470,1612,2.0,0,0,3,7,980,490,2003,0,98118,47.5275,-122.271,1460,5027 +8682291730,20140513T000000,530000.0,2,2.0,1680,4950,1.0,0,0,3,8,1680,0,2006,0,98053,47.7194,-122.022,1570,4800 +5318100504,20140728T000000,524000.0,2,2.0,1450,2272,1.0,0,0,4,6,750,700,1924,0,98112,47.633,-122.282,2170,4370 +9297800165,20141211T000000,430000.0,4,2.25,2020,4840,1.5,0,0,5,8,1200,820,1925,0,98126,47.5576,-122.376,1410,4840 +1342300265,20141001T000000,1325000.0,4,3.25,2470,4760,1.5,0,0,5,9,1890,580,1906,0,98112,47.6331,-122.31,2470,4760 +2212901130,20141103T000000,210000.0,3,1.0,1230,12201,1.0,0,0,3,7,1230,0,1969,0,98042,47.3285,-122.134,1230,10780 +8122100690,20140623T000000,449000.0,4,2.5,1850,5040,1.0,0,0,3,7,1230,620,1930,2013,98126,47.5386,-122.373,1010,5040 +148000375,20140619T000000,945000.0,2,2.5,2540,7089,2.0,0,0,3,9,2540,0,2004,0,98116,47.5747,-122.414,1330,7089 +3423049209,20150318T000000,200450.0,3,1.0,970,9130,1.0,0,0,3,6,970,0,1957,0,98188,47.4369,-122.272,1000,8886 +16000015,20150417T000000,219950.0,3,1.5,1070,6601,1.0,0,0,3,6,1070,0,1985,0,98002,47.3115,-122.209,1030,6614 +4035900015,20140619T000000,659500.0,4,3.0,2620,18362,1.0,0,0,4,8,1870,750,1956,0,98006,47.5646,-122.184,2630,16792 +8563010300,20141126T000000,746000.0,4,2.75,2110,8190,1.5,0,0,5,8,2110,0,1966,0,98008,47.6269,-122.1,2420,8400 +3396200300,20150331T000000,540000.0,3,1.75,2110,7129,1.0,0,0,3,8,1280,830,1982,0,98052,47.7219,-122.102,1810,8674 +2291401425,20140910T000000,485000.0,5,2.0,1910,5508,1.0,0,0,3,7,1020,890,1968,0,98133,47.7074,-122.349,1030,7440 +7454000110,20150127T000000,202000.0,2,1.0,670,7844,1.0,0,0,3,6,670,0,1942,0,98126,47.5165,-122.372,740,7218 +3377900195,20140929T000000,2525000.0,4,5.5,6930,45100,1.0,0,0,4,11,4310,2620,1950,1991,98006,47.5547,-122.144,2560,37766 +3824100082,20150401T000000,502000.0,3,2.75,2010,11200,1.0,0,0,3,8,1360,650,1979,0,98028,47.7728,-122.253,2200,10640 +3751604169,20150224T000000,279000.0,2,2.75,1770,10534,1.0,0,0,3,8,1210,560,2003,0,98001,47.2773,-122.276,1600,17400 +6431500283,20141117T000000,409500.0,3,1.0,1340,4120,1.0,0,0,4,7,1040,300,1921,0,98103,47.6916,-122.352,1270,4635 +6647400090,20140702T000000,453000.0,3,2.0,1660,15050,1.0,0,0,3,7,1260,400,1983,0,98034,47.7203,-122.194,1660,7320 +7387500195,20150227T000000,367000.0,4,1.0,1820,5500,1.5,0,0,3,6,1820,0,1947,0,98106,47.5185,-122.363,1140,5500 +3342101785,20140523T000000,550000.0,3,2.5,2510,5400,2.0,0,0,3,9,2510,0,1992,0,98056,47.5204,-122.206,1840,5400 +9320600090,20150127T000000,273500.0,3,1.5,1560,8314,1.0,0,0,3,7,1560,0,1962,0,98031,47.4117,-122.209,1820,8925 +8901001185,20141007T000000,505000.0,4,3.0,2280,7400,1.0,0,0,3,7,1340,940,1978,0,98125,47.711,-122.306,1540,7500 +825069097,20140619T000000,770000.0,3,2.5,2650,40705,2.0,0,0,3,9,2650,0,1994,0,98053,47.668,-122.063,2550,42625 +7745000090,20140509T000000,565000.0,4,2.25,2470,7447,2.0,0,0,3,8,2470,0,1984,0,98155,47.7514,-122.286,2270,7400 +1771110090,20140820T000000,316000.0,3,0.75,1270,10092,1.0,0,0,5,7,1270,0,1971,0,98077,47.7567,-122.073,1300,10375 +7888100090,20140925T000000,160000.0,4,1.0,1520,7298,1.5,0,0,3,7,1520,0,1960,0,98198,47.3706,-122.31,1520,7298 +5083000375,20141027T000000,170000.0,3,1.0,1310,9529,1.0,0,0,3,7,1310,0,1956,0,98198,47.4105,-122.295,1330,9529 +5083000375,20150319T000000,235000.0,3,1.0,1310,9529,1.0,0,0,3,7,1310,0,1956,0,98198,47.4105,-122.295,1330,9529 +1329000090,20141219T000000,1799000.0,4,3.5,3930,39098,2.0,0,0,3,12,3930,0,1999,0,98005,47.6399,-122.158,4250,38682 +8143000600,20140918T000000,310000.0,3,1.0,990,7050,1.0,0,0,3,7,990,0,1967,0,98034,47.7274,-122.202,1200,8125 +2144800215,20140519T000000,285000.0,4,1.75,2080,13629,1.0,0,0,4,7,1040,1040,1955,0,98178,47.4866,-122.232,1780,14659 +9268200658,20140604T000000,280000.0,2,1.0,960,4920,1.0,0,0,3,6,960,0,1942,0,98117,47.6946,-122.362,1010,5040 +5452301785,20150218T000000,2298000.0,4,4.25,4070,13860,2.0,0,3,3,10,4070,0,2004,0,98040,47.59,-122.229,3430,9240 +1137500090,20140814T000000,763776.0,4,2.5,2750,16139,2.0,0,0,3,9,2750,0,1989,0,98075,47.5843,-122.06,2810,13093 +6117500025,20150217T000000,530000.0,5,2.75,3230,13572,1.0,0,2,3,8,1880,1350,1965,0,98166,47.4393,-122.347,2910,15292 +2326079039,20150211T000000,362000.0,1,1.0,890,211576,1.5,0,0,3,7,890,0,1996,0,98019,47.7216,-121.883,1670,217364 +7595700025,20140725T000000,430000.0,2,1.0,990,4920,1.0,0,0,3,6,990,0,1931,0,98117,47.6939,-122.368,990,4960 +4443800110,20140725T000000,456500.0,3,1.0,1290,3880,1.5,0,0,4,7,1290,0,1919,0,98117,47.6879,-122.392,1290,4850 +5101405265,20140911T000000,445000.0,4,2.5,2170,5257,2.0,0,0,3,7,2170,0,1989,0,98115,47.6999,-122.305,1430,7528 +9206200110,20150310T000000,386900.0,3,1.0,1330,10500,1.0,0,0,3,7,960,370,1963,0,98034,47.7204,-122.196,1460,11550 +2205700405,20140708T000000,479000.0,3,1.0,1340,13750,1.0,0,0,4,7,1340,0,1955,0,98006,47.5771,-122.151,1430,11400 +7852020300,20150313T000000,525000.0,3,2.5,2200,4544,2.0,0,0,3,8,2200,0,2000,0,98065,47.5319,-121.867,2400,5431 +5559200051,20150106T000000,272000.0,4,1.75,2520,10890,1.0,0,0,3,7,1260,1260,1979,0,98023,47.3224,-122.343,2090,12375 +2826049165,20150226T000000,517000.0,4,1.0,1180,13500,1.5,0,0,3,7,1180,0,1950,0,98125,47.7165,-122.308,1580,8976 +2675600028,20150226T000000,615000.0,3,1.75,2660,7800,1.0,0,0,4,8,1330,1330,1951,0,98117,47.6993,-122.378,1950,6240 +259801110,20140828T000000,439000.0,3,1.75,1250,7030,1.0,0,0,3,7,1250,0,1965,0,98008,47.6285,-122.118,1460,7210 +1150001270,20140724T000000,716000.0,3,2.5,2270,7866,1.0,0,0,4,10,2270,0,1988,0,98029,47.5622,-122.022,2580,8132 +7130300690,20141028T000000,308000.0,2,1.0,1080,6250,1.0,0,2,4,7,1080,0,1942,1968,98118,47.5128,-122.251,2100,6875 +2652500015,20140610T000000,800000.0,3,2.25,1620,4500,2.0,0,0,4,8,1620,0,1926,0,98119,47.643,-122.361,1210,4320 +3693901801,20150505T000000,575000.0,3,2.0,940,5000,1.0,0,0,3,7,880,60,1941,0,98117,47.6771,-122.398,1420,5000 +8092501240,20140701T000000,219950.0,3,1.5,1620,9310,1.0,0,0,4,7,1620,0,1967,0,98042,47.3665,-122.107,1610,10640 +9552701030,20140522T000000,770000.0,4,2.5,2350,8001,2.0,0,0,4,8,2350,0,1987,0,98006,47.5478,-122.153,2460,8001 +9477101280,20141230T000000,424950.0,3,1.75,2090,7505,1.0,0,0,3,7,2090,0,1967,0,98034,47.7326,-122.194,1510,7416 +7462900015,20150108T000000,387000.0,3,2.25,1760,45133,2.0,0,0,3,7,1760,0,1984,0,98065,47.5124,-121.866,1910,51773 +6744700302,20140620T000000,790000.0,4,1.75,2050,10920,1.0,0,3,3,8,1450,600,1974,0,98155,47.7431,-122.286,2440,10920 +3163600015,20150128T000000,156000.0,2,1.0,600,4000,1.0,0,0,3,5,600,0,1933,0,98146,47.5065,-122.339,1290,6973 +6896300375,20140505T000000,580000.0,2,1.0,2540,7000,1.0,0,0,5,8,1320,1220,1942,0,98118,47.5259,-122.261,2160,6000 +7419700015,20140919T000000,490000.0,4,2.25,2090,10869,2.0,0,0,3,8,2090,0,1970,0,98033,47.6715,-122.164,1800,17788 +4473400195,20140716T000000,950000.0,5,3.25,2700,3650,2.0,0,2,3,9,2070,630,1926,2014,98144,47.5959,-122.291,1940,4000 +9358001566,20150213T000000,400000.0,2,2.5,1410,1281,2.0,0,0,3,8,1090,320,2008,0,98126,47.5659,-122.37,1410,2550 +6145600900,20150513T000000,325000.0,2,2.5,1170,1638,2.0,0,0,3,8,1170,0,2008,0,98133,47.7041,-122.351,1350,1407 +1865000110,20140929T000000,365000.0,4,2.5,2540,6688,2.0,0,0,3,9,2540,0,2002,0,98092,47.3314,-122.18,2810,6776 +8698100115,20150407T000000,255000.0,3,1.75,2190,6000,1.5,0,0,4,7,2190,0,1920,0,98002,47.3063,-122.223,1610,6000 +1454600038,20150323T000000,985000.0,5,3.5,3890,13261,2.0,0,1,3,9,2870,1020,1984,0,98125,47.7246,-122.284,3080,13261 +5652601425,20150423T000000,595000.0,4,2.5,2030,10722,1.0,0,0,3,7,1100,930,1967,0,98115,47.6955,-122.301,1610,9134 +6381500690,20140716T000000,427500.0,3,1.0,1350,7085,1.0,0,0,5,7,1350,0,1944,0,98125,47.7318,-122.305,1350,7085 +1778500015,20141016T000000,728000.0,3,1.5,1940,4000,1.5,0,0,3,8,1310,630,1915,0,98112,47.6205,-122.291,1940,4000 +6021500245,20140910T000000,549950.0,2,1.0,1260,4000,1.0,0,0,3,7,1000,260,1940,0,98117,47.6898,-122.384,1780,4000 +2926049382,20141208T000000,650000.0,3,2.0,2800,10501,1.0,0,0,3,7,1400,1400,1954,0,98125,47.7055,-122.315,2260,6534 +1692900110,20150320T000000,1125000.0,5,3.25,3080,13394,1.0,0,2,4,9,2230,850,1968,0,98033,47.6651,-122.19,2810,10720 +8651401270,20150504T000000,203000.0,3,1.0,840,6500,1.0,0,0,5,6,840,0,1969,0,98042,47.3637,-122.083,920,4680 +3332500265,20140807T000000,311000.0,2,1.0,860,3300,1.0,0,0,5,6,860,0,1903,0,98118,47.5496,-122.279,1380,4400 +4027700853,20150428T000000,387500.0,6,2.0,2400,7684,1.0,0,0,3,6,1200,1200,1932,2005,98028,47.7705,-122.269,1290,9800 +7301300215,20150318T000000,370000.0,4,2.0,1640,7200,1.0,0,0,3,7,1640,0,1963,0,98155,47.7471,-122.324,1500,9000 +7663700792,20140724T000000,228000.0,2,1.0,1060,6100,1.0,0,0,3,6,1060,0,1951,0,98125,47.7317,-122.296,1550,9150 +2919702235,20140528T000000,740000.0,2,1.75,2080,4800,1.0,0,0,5,7,1080,1000,1923,0,98117,47.6896,-122.362,1310,4800 +5476200123,20140710T000000,200000.0,4,2.0,2090,6630,1.0,0,0,3,7,1070,1020,1974,0,98178,47.5077,-122.268,1550,7980 +3797002585,20140709T000000,660000.0,3,1.0,1240,3500,1.0,0,0,4,7,1240,0,1927,0,98103,47.6835,-122.347,1650,3360 +8864000735,20140709T000000,275000.0,4,2.0,2030,8426,2.0,0,0,3,7,2030,0,1944,0,98168,47.4806,-122.287,1190,7007 +1193000115,20150429T000000,708000.0,2,1.0,1120,5250,1.0,0,0,3,7,950,170,1938,0,98199,47.6496,-122.392,1510,5250 +7334501240,20140519T000000,280000.0,3,2.5,1270,9675,2.0,0,0,3,8,1270,0,1993,0,98045,47.4639,-121.744,1270,11700 +7885801460,20150106T000000,325000.0,4,2.5,2260,5702,2.0,0,0,3,8,2260,0,2002,0,98042,47.3488,-122.151,2450,6381 +1823099076,20140820T000000,495000.0,3,2.5,1780,47480,2.0,0,0,3,7,1780,0,1995,0,98045,47.4723,-121.707,1890,51836 +8900000110,20140922T000000,691000.0,2,2.0,1780,3810,1.5,0,0,3,7,980,800,1922,0,98119,47.6474,-122.362,1690,3810 +251620110,20140702T000000,2288000.0,4,2.5,4080,18362,2.0,0,2,4,11,4080,0,1983,0,98004,47.6344,-122.214,4080,19991 +221049191,20150428T000000,329500.0,3,2.5,2120,22482,1.0,0,0,5,7,1360,760,1979,0,98001,47.341,-122.265,2330,16016 +9264950940,20140805T000000,348000.0,3,2.5,2060,7458,2.0,0,0,3,9,2060,0,1989,0,98023,47.3045,-122.351,2480,7743 +8820902540,20141114T000000,425000.0,2,1.0,1670,6212,1.0,0,0,4,7,1670,0,1947,0,98125,47.7152,-122.282,1670,7272 +3438500625,20140519T000000,210000.0,3,1.0,1080,21043,1.0,0,0,3,6,1080,0,1942,0,98106,47.5515,-122.357,1380,7620 +7452500315,20141220T000000,285000.0,2,1.0,1210,4895,1.0,0,0,3,6,710,500,1951,0,98126,47.5202,-122.373,1100,6000 +8945200750,20150430T000000,222000.0,3,1.0,990,8840,1.0,0,0,3,6,990,0,1966,0,98023,47.3074,-122.371,1120,8625 +2599001240,20140527T000000,200000.0,4,2.5,1720,9600,1.0,0,0,3,7,1120,600,1961,0,98092,47.2917,-122.188,1520,9400 +5360200054,20141002T000000,247500.0,3,2.0,1530,8749,1.0,0,0,3,7,1530,0,1995,0,98023,47.2974,-122.372,1750,8749 +622069006,20140820T000000,1500000.0,4,5.5,6550,217374,1.0,0,0,3,11,5400,1150,2006,0,98058,47.4302,-122.095,4110,50378 +84000245,20141120T000000,190000.0,3,1.75,1100,9452,1.0,0,0,3,6,1100,0,1942,0,98146,47.4864,-122.337,1350,9452 +5605000590,20141215T000000,975000.0,4,2.5,3020,4950,1.5,0,0,4,9,2020,1000,1921,0,98112,47.6467,-122.304,2300,5450 +6613000015,20141223T000000,1130000.0,4,3.0,3180,4649,2.0,0,0,4,9,2070,1110,1925,0,98105,47.6583,-122.273,2720,5980 +5151600195,20150504T000000,283200.0,4,1.75,1830,12540,1.0,0,0,4,8,1130,700,1958,0,98003,47.3348,-122.324,2020,12540 +7308900490,20140714T000000,650000.0,3,2.5,2540,8073,1.0,0,0,4,8,1880,660,1937,0,98177,47.7176,-122.36,2110,7702 +2222900082,20140513T000000,449500.0,3,2.0,1770,6610,1.0,0,0,4,7,960,810,1954,0,98133,47.7703,-122.343,2010,4361 +3574801720,20141022T000000,400000.0,3,1.75,1470,6682,1.0,0,0,3,7,1470,0,1987,0,98034,47.7315,-122.226,1790,7379 +1721801591,20150219T000000,89950.0,1,1.0,570,4080,1.0,0,0,3,5,570,0,1942,0,98146,47.5098,-122.334,890,5100 +2641800015,20141124T000000,158800.0,3,1.0,960,8291,1.0,0,0,3,6,960,0,1950,0,98146,47.5006,-122.334,1110,8231 +7625703885,20140917T000000,870000.0,4,3.0,2940,7108,2.0,0,1,3,9,2220,720,2011,0,98136,47.5437,-122.395,2240,7950 +3751600176,20150306T000000,196000.0,3,1.5,1000,18568,1.0,0,0,3,6,1000,0,1989,0,98001,47.2976,-122.271,1610,17420 +5035300750,20140731T000000,850000.0,3,1.75,2450,8603,1.0,0,0,5,8,1340,1110,1940,0,98199,47.6536,-122.414,2280,5779 +9510970300,20140923T000000,775000.0,4,2.5,3310,5101,2.0,0,0,3,9,3310,0,2005,0,98052,47.6649,-122.08,3010,5176 +9286100300,20140801T000000,483500.0,3,2.5,1670,4308,2.0,0,0,3,8,1670,0,2001,0,98027,47.5307,-122.047,1670,2897 +4047200850,20150402T000000,387000.0,3,1.5,1620,21929,2.0,0,0,3,7,1620,0,1990,0,98019,47.767,-121.903,1600,21679 +4019300195,20150124T000000,900000.0,3,3.0,2990,30869,2.0,0,0,3,10,2990,0,1951,2003,98155,47.7602,-122.278,1750,15802 +7891600590,20150407T000000,336000.0,3,1.5,1240,5000,1.0,0,2,3,7,1240,0,1964,0,98106,47.5659,-122.36,1050,5000 +5249802424,20150417T000000,415000.0,2,1.0,670,6000,1.0,0,0,5,6,670,0,1949,0,98118,47.561,-122.275,1240,5040 +3918400017,20150205T000000,380000.0,0,0.0,1470,979,3.0,0,2,3,8,1470,0,2006,0,98133,47.7145,-122.356,1470,1399 +9209900315,20140811T000000,350000.0,3,1.5,1320,4400,1.0,0,0,3,6,1320,0,1909,0,98112,47.6231,-122.292,1350,4400 +7237500590,20141117T000000,1320000.0,4,5.25,6110,10369,2.0,0,0,3,11,6110,0,2005,0,98059,47.5285,-122.135,4190,10762 +3271800850,20140806T000000,765000.0,3,1.75,2440,5800,1.0,0,3,4,8,1320,1120,1945,0,98199,47.6474,-122.412,2530,5800 +1023059511,20141020T000000,527000.0,4,2.5,2900,6736,2.0,0,0,3,8,2900,0,2013,0,98059,47.4954,-122.152,2900,6736 +4109600195,20140718T000000,524000.0,4,2.75,2310,5000,1.5,0,0,5,8,1480,830,1908,0,98118,47.5502,-122.268,1100,5000 +5100401468,20140715T000000,448000.0,2,1.0,1110,5413,1.0,0,0,3,6,890,220,1937,0,98115,47.6925,-122.32,1300,5413 +1926069137,20140707T000000,775000.0,4,3.25,4100,241322,2.0,0,0,3,9,2500,1600,1981,0,98072,47.7302,-122.096,3770,87821 +3828000405,20150116T000000,176500.0,3,1.0,930,9900,1.5,0,0,4,5,930,0,1910,0,98032,47.3745,-122.231,930,7200 +7773800015,20150416T000000,750000.0,4,2.25,2420,11120,1.0,0,2,4,8,1620,800,1952,0,98146,47.4954,-122.366,2210,8497 +1084000107,20141202T000000,1265000.0,4,2.25,2870,6000,1.0,0,0,5,8,1730,1140,1951,0,98112,47.6362,-122.282,2370,5500 +7832800015,20150226T000000,250000.0,3,1.0,1480,6750,1.0,0,0,3,7,1480,0,1958,0,98146,47.505,-122.366,1480,7594 +9829200590,20141028T000000,759000.0,3,2.75,1960,6390,1.5,0,2,5,8,1960,0,1900,0,98122,47.6032,-122.285,2440,5870 +8127700820,20141211T000000,640000.0,3,2.0,1470,4640,1.5,0,0,4,7,1470,0,1926,0,98199,47.6398,-122.393,1700,5000 +9547202265,20150427T000000,990000.0,3,3.25,2460,4182,2.0,0,0,5,8,2100,360,1910,0,98115,47.6782,-122.311,2370,4284 +7663700261,20141008T000000,395000.0,4,1.75,1960,7945,1.0,0,0,4,7,980,980,1946,0,98125,47.7326,-122.291,1290,7945 +1445200110,20150421T000000,275000.0,2,1.5,1160,1103,2.0,0,0,3,7,890,270,2006,0,98133,47.7677,-122.315,1160,1086 +1023059313,20150205T000000,390000.0,3,2.5,1910,4755,2.0,0,0,3,8,1910,0,1997,0,98059,47.4956,-122.162,2460,6099 +170000215,20150324T000000,752500.0,5,2.75,2720,4680,1.5,0,0,4,8,1710,1010,1913,0,98107,47.6612,-122.363,1670,4800 +7550801220,20150227T000000,450000.0,2,1.0,1020,5000,1.5,0,0,4,6,1020,0,1906,0,98107,47.6725,-122.396,1490,5000 +7518501390,20140617T000000,473000.0,2,1.0,900,5100,1.0,0,0,4,7,900,0,1909,0,98117,47.6804,-122.378,1400,5100 +9407102460,20150323T000000,178500.0,3,1.75,1120,10450,1.0,0,0,3,7,1120,0,1973,0,98045,47.4418,-121.772,1250,10414 +8567300110,20140604T000000,485000.0,3,2.5,2340,59058,1.0,0,0,3,8,2340,0,1985,0,98038,47.4052,-122.028,2700,37263 +5029450110,20150327T000000,215000.0,3,1.5,1410,8415,1.0,0,0,4,7,780,630,1982,0,98023,47.2914,-122.368,1440,7361 +7915100490,20140812T000000,589000.0,4,1.75,1920,4862,1.0,0,0,5,7,1060,860,1919,0,98116,47.5747,-122.384,1840,4862 +114101500,20150417T000000,325000.0,4,1.75,1370,9993,1.0,0,0,3,6,1370,0,1918,0,98028,47.7572,-122.228,1650,11592 +9274201807,20140820T000000,580000.0,3,2.5,1590,1937,2.5,0,0,3,8,1590,0,2004,0,98116,47.5903,-122.388,1620,2022 +7893206095,20140716T000000,181100.0,4,1.75,1850,7500,1.0,0,0,3,7,1850,0,1954,0,98198,47.4217,-122.333,1460,7500 +2770602265,20150224T000000,345000.0,3,2.0,1430,4200,1.0,0,0,4,7,830,600,1908,0,98199,47.6462,-122.384,1540,5000 +5418200245,20150330T000000,781000.0,3,1.75,1940,8729,1.0,0,0,3,8,1460,480,1960,0,98125,47.7027,-122.282,2250,9165 +7228502150,20141023T000000,402500.0,4,1.0,1270,3630,1.5,0,0,3,7,1270,0,1903,0,98122,47.6135,-122.307,1420,4848 +7972601030,20150420T000000,426000.0,3,1.5,1380,7200,1.0,0,0,3,7,1080,300,1948,0,98106,47.5292,-122.348,1220,7200 +7853270940,20140905T000000,389000.0,3,2.5,1720,4515,2.0,0,0,3,7,1720,0,2005,0,98065,47.5426,-121.879,2220,4618 +5561401220,20140707T000000,670000.0,6,3.0,4050,36171,2.0,0,0,4,8,2620,1430,1970,0,98027,47.4708,-122.015,3660,42874 +1336800015,20140521T000000,1506000.0,4,3.25,3660,5800,2.5,0,0,3,10,3360,300,1909,1995,98112,47.6283,-122.312,3240,5800 +8944750850,20140521T000000,288400.0,3,2.25,1870,3230,2.0,0,0,3,7,1870,0,1997,0,98056,47.4915,-122.167,1620,3363 +3362400590,20150219T000000,700000.0,4,2.0,2230,4635,1.5,0,0,5,7,1510,720,1908,0,98103,47.682,-122.349,1520,4635 +6821100195,20150331T000000,830000.0,4,3.0,2020,6000,1.0,0,0,3,8,1220,800,1968,2015,98199,47.6563,-122.401,1400,6000 +1827200265,20140911T000000,1899000.0,2,2.75,3690,32044,2.0,1,4,3,12,3690,0,1989,0,98166,47.4485,-122.369,2310,26988 +5100401429,20141009T000000,350500.0,2,1.0,1450,6380,1.0,0,0,3,7,1450,0,1967,0,98115,47.6924,-122.321,1240,6380 +6116500028,20150503T000000,431000.0,3,1.75,1630,9000,1.0,0,0,4,7,1630,0,1956,0,98166,47.4521,-122.36,1600,11120 +2759800110,20141031T000000,485000.0,3,2.5,1840,8250,1.0,0,1,3,8,1340,500,1958,0,98177,47.7767,-122.378,1970,7920 +579000096,20141010T000000,780000.0,3,1.5,1620,7500,1.0,0,2,4,8,1620,0,1949,0,98117,47.7014,-122.381,2440,7800 +9169600096,20140801T000000,720000.0,2,1.5,1840,9000,1.0,0,2,3,8,1340,500,1957,0,98136,47.5281,-122.388,1880,7560 +1226059112,20150220T000000,415000.0,3,1.0,1360,73616,1.0,0,0,3,7,1360,0,1971,0,98072,47.7528,-122.119,2040,50965 +6021503830,20140620T000000,480000.0,4,1.0,2080,5500,1.0,0,0,3,7,1040,1040,1941,0,98117,47.6838,-122.386,1280,4000 +3824100291,20140916T000000,452250.0,4,2.25,2550,10000,1.0,0,0,4,7,1560,990,1979,0,98028,47.77,-122.259,2440,10000 +9264921030,20150406T000000,316000.0,3,2.5,2550,8170,2.0,0,0,3,8,2550,0,1985,0,98023,47.311,-122.345,1840,8823 +8073000495,20141010T000000,700000.0,2,1.0,1160,17635,1.0,1,4,3,6,1160,0,1945,0,98178,47.5117,-122.248,1510,13122 +7129304105,20140729T000000,285000.0,4,2.0,1760,5500,1.0,0,1,3,7,780,980,1925,2004,98118,47.5183,-122.265,1510,5500 +525049085,20140918T000000,575000.0,3,1.75,1720,4050,1.0,0,0,5,7,860,860,1906,0,98115,47.6782,-122.314,1720,4410 +6117500785,20140722T000000,590000.0,3,2.25,2300,12430,1.0,0,2,4,8,1580,720,1960,0,98166,47.435,-122.347,2500,12430 +6115400008,20150226T000000,587500.0,4,1.75,2500,20868,1.0,0,2,3,8,1600,900,1956,0,98166,47.431,-122.338,2170,15026 +4024101545,20140922T000000,364000.0,4,2.25,1750,10270,1.5,0,0,4,8,1750,0,1968,0,98155,47.7612,-122.31,1750,10127 +8651511220,20141217T000000,490000.0,3,2.5,1890,10190,2.0,0,0,3,8,1890,0,1986,0,98074,47.6478,-122.061,2080,9794 +5561301280,20140505T000000,410000.0,3,2.25,1800,36704,1.0,0,0,4,8,1360,440,1978,0,98027,47.4688,-122.013,2730,36404 +3629800100,20141028T000000,520000.0,3,2.5,2160,4297,2.0,0,0,3,9,2160,0,1999,0,98029,47.5476,-122.012,2160,3968 +6141100750,20141008T000000,389000.0,3,1.0,1380,6591,1.0,0,0,4,7,1380,0,1947,0,98133,47.7164,-122.351,1610,6594 +2770605065,20141118T000000,450000.0,2,1.0,1180,6000,1.0,0,0,3,7,1180,0,1910,0,98119,47.6531,-122.373,1600,6000 +2517100490,20141205T000000,325000.0,3,2.5,2550,4240,2.0,0,0,3,7,2550,0,2006,0,98031,47.3986,-122.169,2550,4240 +4083801785,20150313T000000,660000.0,2,1.0,1070,5000,1.0,0,0,3,7,1070,0,1924,0,98103,47.6631,-122.337,1400,4000 +4318200405,20140620T000000,850000.0,3,2.25,2870,8170,2.0,0,0,3,10,2250,620,1995,0,98136,47.5363,-122.385,1310,8170 +2329810590,20140806T000000,285000.0,3,2.5,1940,9874,2.0,0,0,3,7,1940,0,1990,0,98042,47.3794,-122.113,1860,8875 +2768301214,20141211T000000,395000.0,2,1.0,870,3121,1.0,0,0,4,7,870,0,1923,0,98107,47.6659,-122.369,1570,1777 +1931301105,20140717T000000,440000.0,3,2.0,1550,2401,2.0,0,0,3,7,1550,0,1996,0,98103,47.6545,-122.348,1550,3446 +3343903640,20150313T000000,249000.0,3,1.75,1400,5648,1.5,0,0,5,6,1400,0,1917,0,98056,47.5133,-122.196,2320,9420 +8813400245,20150227T000000,635000.0,3,1.75,1210,4400,1.5,0,0,4,8,1210,0,1930,0,98105,47.6621,-122.288,2020,3750 +3521049048,20140811T000000,515000.0,3,2.5,3430,48993,2.0,0,0,3,9,3430,0,2001,0,98001,47.2609,-122.27,2460,36256 +1118001645,20150130T000000,1400000.0,3,3.25,3020,6073,2.0,0,0,4,9,3020,0,1954,0,98112,47.6332,-122.29,3020,7700 +2968801105,20150304T000000,200000.0,2,1.0,950,8100,1.0,0,0,3,6,950,0,1955,0,98166,47.4572,-122.351,1620,7630 +3524039209,20140506T000000,1135000.0,4,2.75,3370,8103,1.0,0,3,3,9,1970,1400,1970,2014,98136,47.5232,-122.383,2120,6360 +952003480,20141117T000000,445000.0,4,1.0,1460,4600,1.0,0,2,3,6,780,680,1946,0,98126,47.566,-122.38,1560,4600 +2877102670,20140707T000000,555000.0,3,1.5,1740,4200,1.5,0,0,4,7,1640,100,1920,0,98117,47.6782,-122.361,1660,3750 +5014000100,20140924T000000,537000.0,4,2.0,1720,6413,1.0,0,0,4,7,860,860,1950,0,98116,47.5734,-122.395,1280,6413 +7399301050,20150127T000000,315000.0,3,1.75,1480,7500,1.0,0,0,4,7,1480,0,1968,0,98055,47.4629,-122.187,1480,7500 +6979940100,20150129T000000,805000.0,5,2.5,3320,7266,2.0,0,0,3,9,3320,0,2000,0,98075,47.5862,-122.054,3060,10269 +8731982840,20140826T000000,414000.0,4,2.5,3490,9030,1.5,0,0,4,8,3490,0,1969,0,98023,47.3198,-122.386,2540,8400 +6909200037,20140815T000000,375000.0,2,1.5,1160,1648,2.0,0,0,3,7,1160,0,2002,0,98144,47.5916,-122.293,1458,2351 +1160000115,20150304T000000,401000.0,4,1.75,3010,12523,1.0,0,0,3,8,1780,1230,1952,0,98125,47.707,-122.316,2040,7560 +7893207665,20150128T000000,210000.0,3,1.0,1030,4583,1.0,0,0,3,7,1030,0,1967,0,98198,47.4231,-122.329,1730,8023 +8024201270,20140722T000000,365000.0,2,1.0,980,5110,1.0,0,0,4,7,780,200,1939,0,98115,47.7002,-122.314,1430,5110 +3800008,20150224T000000,178000.0,5,1.5,1990,18200,1.0,0,0,3,7,1990,0,1960,0,98178,47.4938,-122.262,1860,8658 +6788200931,20140520T000000,710000.0,2,1.0,1790,4000,1.0,0,0,4,7,1040,750,1923,0,98112,47.6405,-122.301,1310,4000 +723049596,20140509T000000,255000.0,2,1.0,810,7980,1.0,0,0,1,6,810,0,1928,0,98146,47.489,-122.337,1440,7980 +7214711270,20141204T000000,528000.0,5,2.25,2940,38009,1.0,0,0,3,8,1700,1240,1977,0,98077,47.7653,-122.077,2620,38300 +4136980090,20150407T000000,537000.0,4,4.25,4883,26040,2.0,0,3,3,10,3859,1024,2006,0,98092,47.263,-122.216,3736,9870 +9278200131,20140804T000000,442000.0,4,1.5,1360,6110,1.0,0,0,3,7,1010,350,1955,0,98116,47.5755,-122.396,1520,6110 +4046600750,20150414T000000,375000.0,3,1.75,1370,19550,1.0,0,0,3,7,1370,0,1978,2006,98014,47.7002,-121.912,1430,17550 +9510970090,20141121T000000,637250.0,4,2.5,2120,3220,2.0,0,0,3,9,2120,0,2005,0,98052,47.6662,-122.083,2120,3547 +2594200375,20150330T000000,427500.0,3,1.75,1240,7200,1.0,0,0,5,7,1240,0,1942,0,98136,47.5142,-122.389,1640,7200 +1125069064,20150331T000000,700000.0,4,2.5,2770,89298,2.0,0,0,3,8,2770,0,2004,0,98053,47.6624,-122.01,2650,89298 +117000100,20150319T000000,680000.0,3,1.75,1660,5750,1.0,0,0,4,7,1080,580,1909,0,98116,47.5843,-122.385,2060,5560 +9212900820,20140828T000000,393820.0,2,2.0,1170,8251,1.0,0,0,3,7,1170,0,1941,0,98115,47.6873,-122.291,1360,6798 +3959400855,20140820T000000,525000.0,4,2.75,2470,7200,1.0,0,0,5,7,1350,1120,1940,0,98108,47.5631,-122.317,1500,6000 +2028700265,20150115T000000,505000.0,2,1.75,1310,3816,1.0,0,0,2,7,1110,200,1929,0,98117,47.679,-122.368,1510,3816 +3041700090,20141111T000000,555565.0,3,2.0,1670,11337,1.0,0,1,4,7,1670,0,1959,0,98033,47.6602,-122.188,2210,11337 +868001295,20141029T000000,650000.0,3,1.75,1660,10819,1.0,0,0,4,7,1240,420,1942,0,98177,47.7045,-122.379,3110,11853 +7853270740,20140917T000000,632500.0,5,3.25,3500,7254,2.0,0,0,3,8,2760,740,2005,0,98065,47.5444,-121.881,2820,6317 +5416500090,20140724T000000,269000.0,3,2.5,1440,3800,2.0,0,0,3,7,1440,0,2005,0,98038,47.3606,-122.039,1890,3819 +3574801110,20141125T000000,405000.0,4,2.75,2360,7716,1.0,0,0,3,7,1390,970,1978,0,98034,47.7301,-122.223,2160,8794 +624110930,20140724T000000,845000.0,3,3.5,3460,15745,2.0,0,0,3,10,3460,0,1986,0,98077,47.7262,-122.06,3350,14825 +5335700110,20140725T000000,234000.0,3,1.0,1750,8820,1.0,0,0,4,7,1750,0,1961,0,98032,47.3608,-122.29,1400,9600 +1176000964,20150422T000000,638000.0,4,1.75,1470,4236,1.5,0,0,4,7,1470,0,1946,0,98107,47.6692,-122.399,1480,5400 +7334602070,20140804T000000,290000.0,3,1.75,1710,10950,1.0,0,0,3,7,1060,650,1967,0,98045,47.4678,-121.745,1180,10950 +2420069251,20150225T000000,262000.0,1,0.75,520,12981,1.0,0,0,5,3,520,0,1920,0,98022,47.2082,-121.995,1340,12233 +7885800740,20150218T000000,270000.0,4,2.5,2350,5835,2.0,0,0,3,8,2350,0,2003,0,98042,47.3494,-122.153,3010,5772 +8082400076,20141118T000000,875000.0,4,2.25,2380,4876,2.0,0,0,4,9,2240,140,1948,0,98117,47.6822,-122.4,1780,4559 +1310980110,20140717T000000,299000.0,3,2.25,1920,7840,2.0,0,0,4,8,1920,0,1982,0,98032,47.3631,-122.276,2170,7210 +2354300740,20150303T000000,551000.0,3,1.0,1580,6000,1.0,0,0,5,7,1580,0,1947,0,98027,47.5286,-122.032,1580,6000 +3023049236,20140916T000000,350000.0,3,2.75,3070,5280,2.0,0,1,3,7,2360,710,1950,1986,98166,47.4486,-122.353,2570,18983 +9808700405,20140604T000000,1901000.0,3,2.5,2660,13367,2.0,0,2,3,10,2660,0,1992,0,98004,47.6501,-122.217,2660,13367 +2877102345,20141027T000000,511718.0,2,1.75,1700,5000,1.0,0,0,3,6,850,850,1915,0,98117,47.6787,-122.363,1690,5000 +1924069058,20141010T000000,965000.0,4,3.25,5010,49222,2.0,0,0,5,9,3710,1300,1978,0,98027,47.5489,-122.092,3140,54014 +9269260100,20141216T000000,475000.0,4,2.25,2680,4673,2.0,0,0,3,7,2680,0,1999,0,98011,47.7539,-122.219,2460,4645 +2877104265,20150415T000000,1062000.0,4,2.75,2720,4000,1.5,0,2,5,8,1840,880,1928,0,98117,47.6797,-122.359,1600,4000 +3123039089,20140715T000000,252000.0,2,1.0,940,15450,1.0,0,0,4,6,940,0,1926,0,98070,47.4408,-122.461,1370,34820 +8576400110,20150317T000000,580000.0,6,2.5,3596,13700,1.0,0,0,5,8,1798,1798,1964,0,98166,47.4388,-122.339,1894,10500 +7660600131,20141020T000000,374950.0,2,2.25,1240,1172,2.0,0,0,3,8,1000,240,2008,0,98144,47.5877,-122.316,1260,1111 +2296500131,20141216T000000,739000.0,5,4.0,4660,9900,2.0,0,2,4,9,2600,2060,1979,0,98056,47.5135,-122.2,3380,9900 +1761300850,20141217T000000,271000.0,4,1.75,1710,7200,1.0,0,0,5,7,910,800,1975,0,98031,47.3967,-122.174,1730,7200 +6083000037,20140613T000000,230000.0,2,1.0,930,7550,1.0,0,0,3,6,930,0,1986,0,98168,47.4866,-122.303,1370,10176 +5259800090,20150427T000000,210000.0,3,2.25,1430,9150,1.0,0,0,3,7,1070,360,1984,0,98023,47.3239,-122.35,1430,6364 +2968801366,20150224T000000,350000.0,3,2.75,1650,5700,2.0,0,0,4,7,1650,0,1988,0,98166,47.4563,-122.348,1320,7620 +2126059172,20150506T000000,491500.0,3,2.25,1560,12000,1.0,0,0,4,7,1110,450,1968,0,98034,47.7256,-122.166,2190,4612 +7334501250,20140909T000000,325000.0,3,2.5,1870,9825,1.0,0,0,4,7,1250,620,1994,0,98045,47.4639,-121.744,1380,11475 +1545805490,20141006T000000,190000.0,3,2.0,1320,7625,1.0,0,0,3,7,1320,0,1987,0,98038,47.3635,-122.045,1420,7500 +7518500855,20150504T000000,658600.0,4,2.0,1400,4690,1.5,0,0,4,7,1400,0,1945,0,98117,47.6826,-122.378,1400,4690 +4171200025,20150327T000000,299950.0,3,1.5,1940,8951,1.0,0,0,3,7,1300,640,1958,0,98168,47.473,-122.328,2000,8319 +9818700215,20150330T000000,464000.0,5,2.0,2000,3000,1.5,0,0,3,6,1200,800,1931,0,98122,47.6028,-122.298,1330,4000 +798000535,20140625T000000,308000.0,3,1.0,1640,18144,1.5,0,0,3,6,1640,0,1942,0,98168,47.5027,-122.33,1500,9065 +3900100265,20150129T000000,625000.0,3,1.0,1020,7650,1.0,0,0,3,6,1020,0,1919,0,98033,47.6795,-122.202,1870,5500 +1951100110,20150205T000000,240000.0,3,1.75,1630,9450,1.0,0,0,4,7,1080,550,1977,0,98032,47.3729,-122.295,1280,9100 +7215420590,20150504T000000,530000.0,4,2.5,2940,35996,2.0,0,0,3,9,2940,0,1995,0,98042,47.3401,-122.067,2890,35089 +3343301910,20141020T000000,1000000.0,5,4.5,2120,8944,2.0,1,4,5,8,2120,0,1939,1963,98006,47.5488,-122.197,2870,8944 +9828702095,20140925T000000,439000.0,1,1.0,790,2400,1.0,0,0,3,7,790,0,1918,0,98122,47.6178,-122.299,1580,2566 +2917200645,20150511T000000,575000.0,4,1.75,2020,6200,1.0,0,0,4,6,1010,1010,1948,0,98133,47.7013,-122.35,1440,4158 +6163900501,20141021T000000,418000.0,3,1.75,1530,7238,1.0,0,0,3,7,1530,0,1959,0,98155,47.7629,-122.315,1580,7238 +540100057,20150428T000000,1208000.0,4,3.75,3250,10949,2.0,0,0,4,9,2940,310,1930,1989,98004,47.639,-122.219,2340,15234 +2652500300,20140603T000000,1100000.0,4,3.75,2930,3200,1.5,0,0,5,9,2130,800,1925,0,98119,47.643,-122.359,1900,4320 +1330300300,20150415T000000,1900000.0,3,3.75,3150,8550,2.0,0,0,3,10,3150,0,2007,0,98112,47.6387,-122.284,2510,8550 +1137301780,20141126T000000,580000.0,3,2.5,2180,40278,2.0,0,0,3,9,2180,0,1985,0,98072,47.733,-122.09,2630,40000 +9842300485,20150311T000000,380000.0,2,1.0,1040,7372,1.0,0,0,5,7,840,200,1939,0,98126,47.5285,-122.378,1930,5150 +7224000315,20140723T000000,256000.0,3,1.0,880,5375,1.0,0,0,4,5,880,0,1924,0,98055,47.4858,-122.202,980,4838 +6161000015,20140515T000000,349950.0,3,1.0,1400,7066,1.0,0,0,3,8,1400,0,1957,0,98125,47.7127,-122.325,1400,7320 +5207200195,20140701T000000,691500.0,4,2.5,2600,7200,2.0,0,0,3,7,2600,0,1962,2002,98115,47.6944,-122.274,1790,6175 +9191201790,20141031T000000,556000.0,3,1.75,1590,2500,1.5,0,0,4,7,1190,400,1908,0,98105,47.6668,-122.299,1420,3800 +8731902680,20141120T000000,218000.0,3,2.25,1610,7084,1.0,0,0,4,8,1280,330,1968,0,98023,47.3146,-122.384,2170,8505 +9448300115,20141205T000000,425000.0,4,2.0,1390,4500,1.5,0,0,5,7,1390,0,1908,0,98108,47.5552,-122.311,1900,5460 +4045500625,20140822T000000,935000.0,3,3.25,3710,38509,2.0,0,0,3,10,3710,0,1998,0,98014,47.693,-121.868,1680,25865 +5603700025,20141007T000000,732000.0,4,1.75,2360,11300,1.0,0,0,4,9,2360,0,1974,0,98006,47.5728,-122.163,2290,11951 +1266200015,20150127T000000,805500.0,3,1.0,1440,10330,1.0,0,0,4,7,1440,0,1952,0,98004,47.6245,-122.193,2080,10327 +952003350,20150204T000000,507250.0,3,1.75,1400,5750,1.0,0,2,3,6,1100,300,1915,0,98126,47.5659,-122.38,1500,5175 +2386000300,20141202T000000,800000.0,4,2.5,4600,67369,2.0,0,0,3,10,4600,0,1990,0,98053,47.6417,-121.992,4600,67369 +3625059143,20140903T000000,600000.0,3,2.25,2100,8276,2.0,0,1,4,8,2100,0,1979,0,98008,47.6068,-122.112,2420,18135 +8651500850,20150317T000000,627800.0,4,1.75,2010,12044,1.0,0,0,3,9,2010,0,1982,0,98074,47.6446,-122.068,2200,11144 +3359500110,20140624T000000,660000.0,2,2.25,2550,6000,2.0,0,0,5,7,1860,690,1902,0,98115,47.6739,-122.323,2010,4000 +818500490,20141009T000000,153503.0,2,2.5,1240,3649,2.0,0,0,3,7,1240,0,1986,0,98003,47.3241,-122.322,1400,3721 +3876311390,20150120T000000,456500.0,3,2.25,2090,9163,1.0,0,0,3,7,1460,630,1975,0,98034,47.7334,-122.167,1960,7713 +8085400490,20140801T000000,1306000.0,5,2.5,2770,8100,2.0,0,0,3,9,2770,0,2002,0,98004,47.6341,-122.208,2070,8100 +2355010090,20141207T000000,843500.0,3,2.5,3560,11448,2.0,0,0,3,11,3560,0,1997,0,98052,47.7126,-122.104,3290,11506 +9550200265,20140818T000000,625000.0,3,1.0,1240,4080,1.0,0,0,3,7,1240,0,1925,0,98103,47.667,-122.333,2060,4080 +8818400490,20140611T000000,527000.0,2,1.75,1640,4080,1.0,0,0,3,7,840,800,1921,0,98105,47.6645,-122.326,1980,4080 +8964800025,20150226T000000,1965000.0,5,3.75,3940,13738,1.5,0,3,4,9,3940,0,1951,0,98004,47.6203,-122.212,2370,13320 +2125059112,20150326T000000,1003000.0,5,2.5,3150,50094,2.0,0,0,4,9,3150,0,1969,0,98005,47.6387,-122.177,3600,48787 +2028700535,20150225T000000,855000.0,4,3.0,2550,5300,2.0,0,0,3,8,1720,830,1908,2013,98117,47.6786,-122.367,1590,4505 +4309710100,20140620T000000,725000.0,4,3.25,3940,27591,2.0,0,3,3,9,3440,500,2000,0,98059,47.5157,-122.116,3420,29170 +4364700805,20141015T000000,315000.0,1,1.0,580,7200,1.0,0,0,3,6,580,0,2000,0,98126,47.5249,-122.373,1360,7560 +3356407665,20140924T000000,180000.0,3,1.75,1330,16000,1.0,0,0,3,7,1330,0,1978,0,98001,47.28,-122.257,1330,14374 +9238900855,20150313T000000,700000.0,2,1.0,930,5000,1.0,0,3,3,7,930,0,1926,2013,98136,47.5333,-122.388,1760,5228 +1086100100,20140811T000000,476500.0,3,1.0,1060,8625,2.0,0,0,4,7,1060,0,1962,1997,98033,47.6615,-122.179,2010,8901 +6121000110,20140603T000000,193000.0,3,1.5,1180,9048,1.0,0,0,3,7,1180,0,1960,0,98148,47.4327,-122.328,1460,8942 +8700100100,20140819T000000,295000.0,4,2.5,1850,6663,2.0,0,0,3,7,1850,0,1990,0,98030,47.3618,-122.195,1850,6417 +9417400215,20140731T000000,363000.0,2,1.0,820,4880,1.0,0,0,4,6,820,0,1925,0,98136,47.5483,-122.394,1320,4880 +7701961030,20150129T000000,875000.0,4,2.5,3600,21794,2.0,0,0,4,11,3600,0,1990,0,98077,47.7121,-122.072,3410,19864 +2149800148,20140514T000000,257200.0,3,2.0,1850,8250,1.0,0,0,4,7,1150,700,1952,0,98002,47.3066,-122.209,1580,7153 +686450490,20140929T000000,555000.0,3,2.0,2240,11250,1.0,0,0,3,8,2240,0,1968,0,98008,47.6371,-122.119,2200,12500 +9413400165,20140624T000000,380000.0,3,2.25,1860,15559,2.0,0,0,4,7,1860,0,1963,0,98022,47.1559,-121.646,1110,11586 +104550690,20140725T000000,282000.0,4,2.75,2390,7330,2.0,0,0,3,7,2390,0,1989,0,98023,47.3061,-122.359,1980,6735 +1995200245,20140606T000000,545000.0,4,2.5,2040,6034,2.0,0,0,3,7,2040,0,1990,0,98115,47.6952,-122.323,1380,5986 +7409700215,20140606T000000,550000.0,3,1.5,1900,5000,1.5,0,0,3,7,1640,260,1926,0,98115,47.6779,-122.294,2090,5000 +7409700215,20150313T000000,921500.0,3,1.5,1900,5000,1.5,0,0,3,7,1640,260,1926,0,98115,47.6779,-122.294,2090,5000 +1337800855,20150512T000000,885000.0,3,1.5,2200,2880,2.0,0,0,5,7,1440,760,1904,0,98112,47.6308,-122.312,2440,4640 +7015200615,20140529T000000,820000.0,4,2.25,2280,6660,1.5,0,2,3,8,1960,320,1940,1984,98119,47.6503,-122.368,1720,5336 +8805400090,20140513T000000,289000.0,3,1.0,1090,7315,1.0,0,0,5,6,1090,0,1981,0,98056,47.494,-122.165,1090,5800 +2391602350,20150213T000000,334000.0,1,1.0,670,5750,1.0,0,0,3,7,670,0,1942,2011,98116,47.5624,-122.394,1170,5750 +844001140,20141028T000000,206000.0,3,1.0,1050,5233,1.0,0,0,5,5,1050,0,1906,0,98010,47.3106,-121.999,970,7500 +5210200131,20140630T000000,491950.0,3,2.25,2090,10733,1.0,0,0,3,7,1440,650,1958,0,98115,47.6971,-122.281,1740,8100 +6893300110,20141113T000000,430000.0,3,2.5,2030,7770,2.0,0,0,3,8,2030,0,2003,0,98024,47.5253,-121.93,1360,10782 +1796351080,20140718T000000,208000.0,3,2.0,1250,7995,1.0,0,0,4,7,1250,0,1980,0,98042,47.3684,-122.092,1540,7650 +1938400300,20140708T000000,245000.0,4,2.25,2600,6390,1.0,0,0,3,8,1390,1210,1978,0,98023,47.3174,-122.366,2110,6700 +2877101340,20150318T000000,426000.0,2,1.0,640,2500,1.0,0,0,4,6,640,0,1918,0,98117,47.6776,-122.361,1460,4200 +6084200100,20140801T000000,400000.0,3,2.5,2120,3742,2.0,0,0,3,7,2120,0,2006,0,98059,47.4787,-122.129,2250,4696 +7977201910,20150414T000000,553000.0,3,1.0,1330,5100,1.0,0,0,3,7,900,430,1942,0,98115,47.6837,-122.291,1500,5100 +6638900115,20150331T000000,296000.0,2,1.0,750,4680,1.0,0,0,3,5,750,0,1948,0,98117,47.6919,-122.371,1450,4400 +2587920110,20150217T000000,428000.0,3,2.5,2230,32660,1.0,0,0,4,8,2230,0,1977,0,98042,47.3321,-122.105,2400,33120 +3438500714,20140506T000000,325000.0,4,2.5,1890,6156,1.0,0,0,3,7,980,910,1980,0,98106,47.551,-122.356,1590,6954 +726049184,20140721T000000,294000.0,2,1.0,820,6366,1.0,0,0,5,6,820,0,1952,0,98133,47.7512,-122.34,1580,10169 +2787720300,20150319T000000,410000.0,3,1.75,1880,8424,1.0,0,0,4,7,1380,500,1977,0,98059,47.5116,-122.161,1970,8523 +2821049048,20140603T000000,590000.0,4,4.25,2360,57514,2.0,0,0,4,8,2360,0,1939,1987,98003,47.2843,-122.294,2037,35733 +3904901450,20141120T000000,445000.0,3,2.25,1850,4050,2.0,0,0,4,7,1850,0,1985,0,98029,47.5669,-122.017,1650,4468 +9829200495,20150325T000000,921000.0,4,2.5,2310,5362,2.0,0,4,4,8,2010,300,1928,0,98122,47.6044,-122.284,2530,5960 +1523089097,20150304T000000,496000.0,3,1.5,2520,37616,1.0,0,0,3,8,2520,0,1955,0,98045,47.4777,-121.763,1470,33750 +2724200705,20141212T000000,95000.0,2,1.0,800,8550,1.0,0,0,3,7,800,0,1947,0,98198,47.4075,-122.294,1490,8550 +8122600245,20140925T000000,359000.0,4,1.75,1580,6396,1.0,0,0,4,6,790,790,1945,0,98126,47.5378,-122.369,1180,6396 +1323089184,20140502T000000,452500.0,3,2.5,2430,88426,1.0,0,0,4,7,1570,860,1985,0,98045,47.4828,-121.718,1560,56827 +2600300110,20141202T000000,555000.0,4,1.75,2350,6200,1.5,0,0,4,7,1410,940,1946,0,98116,47.559,-122.397,1800,6150 +9485951030,20140924T000000,549900.0,5,3.0,3800,42316,1.5,0,0,4,9,3800,0,1984,0,98042,47.3488,-122.095,2580,35775 +4021700025,20140610T000000,569000.0,5,3.0,3670,10583,1.0,0,0,5,8,2060,1610,1952,0,98155,47.7589,-122.277,2720,13865 +2473250850,20140716T000000,318500.0,4,2.0,1780,7350,1.0,0,0,5,7,900,880,1974,0,98058,47.4562,-122.158,1480,7350 +9828702310,20140611T000000,487028.0,2,1.5,1295,1093,2.0,0,0,3,9,1105,190,2007,0,98112,47.6192,-122.299,1295,1413 +7523700245,20141015T000000,240000.0,3,1.0,1350,7560,1.0,0,0,4,7,950,400,1959,0,98032,47.3784,-122.303,1470,7560 +1765100025,20150202T000000,253000.0,3,2.25,1440,9806,1.0,0,0,3,7,1440,0,1965,0,98030,47.3857,-122.212,1590,9782 +2011400405,20140831T000000,380000.0,5,1.75,1320,38125,1.0,0,0,4,7,1120,200,1947,0,98198,47.3937,-122.323,2360,15070 +3410600015,20150406T000000,250000.0,2,0.75,700,16828,1.0,0,0,4,6,700,0,1958,0,98092,47.3009,-122.125,2010,29316 +3276050110,20141010T000000,368500.0,2,1.75,2510,19141,2.0,0,0,3,9,2510,0,1977,0,98092,47.3103,-122.199,2400,13030 +7792000025,20150211T000000,340000.0,3,1.0,3180,27586,1.0,0,0,3,8,1400,1780,1969,0,98022,47.1986,-121.967,2180,27586 +2810600015,20150427T000000,400000.0,2,1.0,910,4000,1.0,0,0,3,7,910,0,1918,0,98136,47.5427,-122.388,1060,1346 +8081900011,20140916T000000,835000.0,3,2.0,1570,4625,1.5,0,0,5,8,1570,0,1927,0,98117,47.68,-122.399,1760,4625 +104550740,20141201T000000,299000.0,3,2.5,2450,7062,2.0,0,0,3,8,2450,0,1993,0,98023,47.3061,-122.36,1960,7200 +1959701745,20141107T000000,1675000.0,6,2.25,4910,6600,2.5,0,0,5,10,3580,1330,1910,0,98102,47.6458,-122.32,3280,5500 +8078520090,20140514T000000,265000.0,3,2.0,1570,5706,1.0,0,0,3,7,1570,0,1998,0,98092,47.3156,-122.188,1570,5706 +6403510090,20141111T000000,437500.0,4,2.5,2680,7513,2.0,0,0,3,8,2680,0,1998,0,98059,47.4956,-122.161,2640,7243 +2326300090,20140604T000000,865000.0,3,1.75,2090,4725,2.0,0,0,3,7,1610,480,1947,2013,98199,47.657,-122.394,1280,4725 +8078380090,20150311T000000,626000.0,3,2.0,2150,7200,1.0,0,0,3,8,2150,0,1988,0,98029,47.5709,-122.018,2510,7222 +7132300042,20141028T000000,247300.0,2,2.0,1140,1118,2.0,0,0,3,7,1040,100,2009,0,98144,47.596,-122.311,1140,1118 +3861470110,20140623T000000,2075000.0,4,3.5,4230,20377,2.0,0,0,3,11,4230,0,1997,0,98004,47.5954,-122.206,3980,20489 +2734101055,20141001T000000,425000.0,3,1.0,1790,6000,1.5,0,0,2,8,1790,0,1937,0,98108,47.5448,-122.32,1060,4000 +4039701080,20140625T000000,905000.0,5,3.5,3100,10200,1.0,0,4,3,9,1660,1440,1970,0,98008,47.6134,-122.112,2700,10455 +464000600,20140827T000000,641250.0,3,2.5,2220,2550,3.0,0,2,3,10,2220,0,1990,0,98117,47.6963,-122.393,2200,5610 +5437400100,20150331T000000,675000.0,4,2.5,2370,9679,2.0,0,0,3,8,2370,0,1984,0,98027,47.5631,-122.085,2290,7944 +1423089055,20140613T000000,845000.0,4,2.75,4070,115434,2.0,0,0,3,9,4070,0,2002,0,98045,47.4843,-121.752,2970,95832 +6713700100,20140907T000000,401500.0,4,1.0,1790,8400,1.0,0,0,4,7,1260,530,1954,0,98133,47.7627,-122.353,1470,8400 +339600110,20140923T000000,395000.0,3,2.5,1610,3755,2.0,0,0,3,7,1610,0,1987,0,98052,47.6825,-122.097,1300,3823 +5021900090,20150306T000000,1100000.0,5,2.75,2830,18050,1.0,0,0,5,7,1630,1200,1958,0,98040,47.5773,-122.226,2370,14250 +6099400053,20140529T000000,145000.0,3,1.0,1010,5490,1.0,0,0,3,6,1010,0,1954,0,98168,47.4762,-122.293,1740,10658 +7518508625,20150416T000000,900000.0,3,1.0,1560,3825,1.5,0,0,3,8,1390,170,1930,0,98117,47.6803,-122.387,1700,5100 +8143000490,20150112T000000,374500.0,3,1.5,1330,8636,1.0,0,0,4,7,1330,0,1968,0,98034,47.7289,-122.203,1370,7475 +3260000300,20141118T000000,850000.0,4,2.25,2330,10451,2.0,0,0,4,8,2330,0,1965,0,98005,47.6044,-122.168,1880,8400 +5742600090,20150425T000000,490000.0,3,1.0,960,5750,1.0,0,0,3,7,960,0,1951,0,98116,47.5689,-122.393,1520,5750 +7212650850,20150427T000000,304000.0,3,2.5,1710,6773,2.0,0,0,3,8,1710,0,1993,0,98003,47.2635,-122.312,2220,7551 +9158800090,20140703T000000,400000.0,4,2.25,2230,7200,1.0,0,0,4,7,1300,930,1963,0,98133,47.7648,-122.33,2010,7752 +7820000038,20141114T000000,454000.0,3,2.0,1700,10000,2.0,0,0,3,8,1700,0,1992,0,98011,47.7661,-122.205,1460,9621 +7135300026,20141224T000000,160000.0,2,2.0,1040,4750,1.0,0,0,2,6,850,190,1950,0,98118,47.5293,-122.272,1350,5000 +8562700300,20140708T000000,542000.0,3,1.75,1070,8030,1.0,0,0,3,7,1070,0,1966,2014,98052,47.67,-122.155,1540,7875 +6114400028,20140618T000000,403500.0,5,2.5,3600,17300,1.0,0,0,4,8,2410,1190,1968,0,98166,47.4468,-122.341,2620,30200 +3793501130,20150316T000000,418000.0,4,2.5,2750,8471,2.0,0,0,3,7,2750,0,2003,0,98038,47.3671,-122.029,2610,7482 +6052400625,20150326T000000,406000.0,4,1.5,1920,6000,2.0,0,1,3,7,1920,0,1951,0,98198,47.4029,-122.321,1920,6000 +2560805630,20140923T000000,242500.0,3,2.25,1770,10000,1.0,0,0,3,7,1340,430,1978,0,98198,47.3814,-122.322,1270,5055 +9558020600,20150407T000000,425000.0,4,2.5,2460,5440,2.0,0,0,3,9,2460,0,2003,0,98058,47.448,-122.121,2460,5124 +9136101335,20140515T000000,613000.0,4,2.0,1550,4815,1.5,0,0,3,7,1550,0,1909,0,98103,47.667,-122.336,1680,4013 +9407101380,20141230T000000,189000.0,3,2.0,1460,11481,1.0,0,0,2,7,1170,290,1995,0,98045,47.4493,-121.777,1540,9680 +8901500178,20141030T000000,700000.0,4,2.25,2440,9450,1.5,0,0,3,7,2440,0,1947,2014,98125,47.7061,-122.307,1720,7503 +9551201250,20140902T000000,750000.0,3,1.0,1640,6516,1.5,0,0,4,7,1440,200,1935,0,98103,47.6693,-122.339,1770,4000 +3544400236,20140707T000000,494000.0,2,1.0,1290,4650,1.0,0,0,4,7,1290,0,1906,0,98115,47.6877,-122.325,1640,3900 +7215730090,20140609T000000,700000.0,4,3.0,3150,7778,2.0,0,0,3,9,3150,0,2000,0,98075,47.5972,-122.018,2970,6500 +8682291390,20150403T000000,705000.0,2,2.5,2305,5580,1.0,0,0,3,8,2305,0,2007,0,98077,47.7203,-122.024,1440,5748 +1770000490,20140522T000000,356000.0,2,1.75,1060,16470,1.0,0,0,3,7,1060,0,1977,0,98072,47.7409,-122.089,1790,16748 +2935400100,20140522T000000,625000.0,3,1.75,2060,12558,1.0,0,0,4,7,1350,710,1984,0,98052,47.6659,-122.144,1850,8722 +7686205020,20150312T000000,144975.0,2,1.0,900,7500,1.0,0,0,3,5,900,0,1940,0,98198,47.4177,-122.319,1350,7500 +3629921240,20140728T000000,970000.0,4,4.5,3890,5906,2.0,0,3,3,11,3060,830,2004,0,98029,47.5426,-121.995,4170,6052 +1775801340,20140606T000000,415000.0,3,1.75,1910,12596,1.0,0,0,3,7,1340,570,1977,0,98072,47.7399,-122.099,1550,13310 +3574801780,20140505T000000,485000.0,4,3.0,2340,7048,1.0,0,0,4,8,1340,1000,1979,0,98034,47.7306,-122.227,1440,8088 +7854800090,20141107T000000,799950.0,3,3.0,2900,11769,2.0,0,0,3,10,2900,0,1997,0,98052,47.6993,-122.118,2900,9611 +4054530090,20150429T000000,783350.0,4,2.5,3290,35001,2.0,0,0,3,10,3290,0,1991,0,98077,47.7231,-122.038,4090,40371 +8807900236,20141219T000000,430000.0,1,1.0,630,1362,1.0,0,0,3,7,630,0,1943,0,98109,47.6342,-122.342,1090,1376 +1118001408,20141124T000000,2544750.0,5,4.75,5410,13431,2.0,0,0,4,10,5050,360,1941,0,98112,47.6306,-122.288,3750,11596 +9290850740,20140618T000000,975000.0,4,2.5,4270,43386,1.0,0,0,3,10,2680,1590,1991,0,98053,47.6915,-122.053,3630,36180 +3025059089,20150505T000000,950000.0,3,1.5,1700,8050,1.0,0,0,3,7,1130,570,1950,0,98004,47.6304,-122.218,2920,12239 +923000265,20140806T000000,350000.0,2,1.0,1430,8157,1.5,0,0,3,7,1150,280,1944,0,98177,47.7256,-122.361,1820,8157 +8901001335,20141103T000000,637000.0,4,2.75,2850,7510,2.0,0,0,3,8,2850,0,2008,0,98125,47.7097,-122.305,1510,8833 +1523059066,20150219T000000,895000.0,3,2.0,2160,105415,1.0,0,0,3,10,2160,0,1991,0,98059,47.4806,-122.152,2760,9620 +5249801785,20141205T000000,579000.0,2,2.0,1760,7200,1.0,0,0,5,7,880,880,1946,0,98118,47.5658,-122.276,1760,7200 +2190601055,20140624T000000,314900.0,4,1.75,2700,27072,1.0,0,0,3,7,1380,1320,1958,0,98003,47.2877,-122.293,2460,34850 +1917300025,20150127T000000,122000.0,2,1.0,860,6000,1.0,0,0,3,6,860,0,1945,0,98022,47.2109,-121.985,1300,6000 +3797000300,20140808T000000,405000.0,2,1.0,880,3000,1.0,0,0,5,7,880,0,1927,0,98103,47.6868,-122.349,1300,3000 +5332200026,20140508T000000,553650.0,2,2.5,1360,1349,2.0,0,0,3,8,1050,310,1997,0,98112,47.6254,-122.292,1430,4400 +3278602760,20150203T000000,369900.0,2,2.5,1770,1853,3.0,0,0,3,8,1770,0,2007,0,98126,47.5472,-122.371,1770,1924 +2721049059,20140528T000000,225000.0,3,2.0,2030,24829,1.0,0,0,4,7,1220,810,1979,0,98001,47.2718,-122.291,1980,15204 +2172000750,20140527T000000,160000.0,2,1.0,1180,9350,1.0,0,0,3,6,1180,0,1918,0,98178,47.4889,-122.259,1780,9306 +1022069058,20141009T000000,449500.0,4,2.0,2430,199940,1.0,0,0,3,8,1310,1120,1961,0,98038,47.4116,-122.029,2220,150282 +249000115,20140828T000000,650000.0,3,1.0,1300,8266,1.0,0,0,4,7,1300,0,1953,0,98004,47.6337,-122.199,1300,8707 +7214710300,20140716T000000,542126.0,4,2.5,2360,43088,2.0,0,0,3,8,2360,0,1977,0,98077,47.7661,-122.071,2850,39216 +192450300,20140919T000000,309950.0,3,1.5,1200,15606,1.0,0,0,3,7,1200,0,1985,0,98045,47.4752,-121.755,1210,15606 +3356403820,20141205T000000,115000.0,2,1.0,1000,16524,1.0,0,0,3,5,1000,0,1913,0,98001,47.2841,-122.255,1350,10208 +8075400100,20141231T000000,221700.0,2,1.5,1556,20000,1.0,0,0,4,7,1556,0,1957,0,98032,47.3891,-122.282,2250,17286 +1982200245,20150127T000000,726000.0,3,2.5,1890,3880,1.5,0,0,4,8,1460,430,1915,0,98107,47.6642,-122.362,1010,3880 +7905200037,20141119T000000,515000.0,3,1.75,1810,5733,1.0,0,0,4,7,1010,800,1926,0,98116,47.5709,-122.388,1260,4680 +2597531030,20140826T000000,756000.0,4,2.5,2730,10753,2.0,0,0,3,9,2730,0,1991,0,98006,47.5414,-122.133,3090,10740 +5318100645,20140527T000000,1570000.0,4,3.75,3070,5850,2.0,0,0,5,9,2400,670,1927,0,98112,47.633,-122.283,2940,5573 +7504400850,20140521T000000,442000.0,4,2.25,2080,12007,1.0,0,0,4,8,1220,860,1979,0,98074,47.6259,-122.051,2110,12459 +1761300110,20140702T000000,260000.0,4,2.0,1620,7992,2.0,0,0,4,7,1620,0,1975,0,98031,47.395,-122.176,1710,7500 +9390700100,20140910T000000,390000.0,2,1.75,1150,2723,1.0,0,0,4,7,770,380,1923,0,98102,47.6357,-122.322,1440,4000 +7518503200,20140701T000000,459500.0,2,1.0,1250,3825,1.0,0,0,3,7,850,400,1929,0,98117,47.6805,-122.38,1370,4998 +3971700940,20140930T000000,330000.0,3,1.5,1430,8000,1.0,0,0,5,7,1430,0,1948,0,98155,47.772,-122.322,1410,9820 +1446403835,20141103T000000,189000.0,2,1.0,790,7128,1.0,0,0,3,6,790,0,1944,0,98168,47.4873,-122.324,1110,7150 +9183702251,20141211T000000,280000.0,3,1.0,1200,9322,1.5,0,0,4,7,1200,0,1954,0,98030,47.3749,-122.225,1540,9677 +5589900590,20140505T000000,400000.0,2,1.75,2110,9519,1.0,0,0,2,7,2110,0,1948,0,98155,47.7504,-122.306,1480,9519 +7227501745,20150325T000000,368000.0,4,2.0,3160,11193,1.0,0,0,5,6,2410,750,1942,0,98056,47.4937,-122.184,1020,5940 +2473350930,20140609T000000,390000.0,4,1.75,2700,7875,1.5,0,0,4,8,2700,0,1968,0,98058,47.454,-122.144,2220,7875 +6450303820,20140930T000000,245000.0,2,1.0,820,7475,1.0,0,0,3,6,820,0,1945,0,98133,47.7321,-122.341,1030,5720 +5469000100,20140806T000000,375000.0,4,2.5,1800,8432,1.0,0,0,4,7,1200,600,1960,0,98133,47.7463,-122.336,1780,8432 +8679600100,20150130T000000,465000.0,5,1.5,1750,12491,1.0,0,0,3,6,1390,360,1961,0,98033,47.6995,-122.174,1560,12473 +638100015,20150312T000000,445000.0,3,2.0,1540,67953,1.0,0,0,3,7,1540,0,1997,0,98059,47.5018,-122.126,1250,9100 +3241600015,20150305T000000,250000.0,3,1.0,1130,7800,1.0,0,0,3,7,1130,0,1952,0,98118,47.5239,-122.288,1170,7800 +6411600026,20141003T000000,475500.0,3,1.0,1500,9416,1.0,0,0,4,8,1500,0,1952,0,98133,47.7135,-122.332,1440,7200 +3179101050,20140804T000000,672324.0,2,1.75,1600,5795,1.5,0,0,3,8,1600,0,1940,0,98105,47.6709,-122.276,2310,6301 +5363200266,20140623T000000,420000.0,3,2.0,1200,5029,1.0,0,0,3,6,880,320,1937,0,98115,47.6936,-122.294,1510,5854 +7518502490,20141229T000000,515000.0,3,2.0,1690,5100,1.5,0,0,5,7,1690,0,1907,0,98117,47.6801,-122.38,1690,5100 +7732400490,20141105T000000,732350.0,4,2.5,2270,7665,2.0,0,0,3,9,2270,0,1986,0,98052,47.6612,-122.148,2450,8706 +5416510110,20140605T000000,297500.0,4,2.5,1910,5000,2.0,0,0,3,7,1910,0,2005,0,98038,47.3608,-122.036,2020,5000 +8604900017,20141008T000000,475000.0,3,1.5,1640,2720,1.5,0,0,3,8,1640,0,1929,0,98115,47.6869,-122.317,1490,4375 +808300490,20150505T000000,414000.0,4,2.5,2120,6497,2.0,0,0,3,7,2120,0,2003,0,98019,47.7241,-121.957,2230,6300 +6855700115,20140626T000000,357250.0,3,1.5,1400,8840,1.0,0,0,4,6,1400,0,1952,0,98125,47.7273,-122.309,1260,8840 +9325800110,20141030T000000,289950.0,2,1.0,760,6000,1.0,0,0,4,6,760,0,1950,0,98133,47.7168,-122.34,950,6000 +8121100015,20150505T000000,550000.0,3,1.0,1070,3713,1.0,0,0,4,6,1070,0,1917,0,98118,47.5683,-122.285,1290,3960 +8568700015,20150423T000000,446000.0,3,1.75,1460,9998,1.0,0,0,3,7,960,500,1958,0,98028,47.7434,-122.242,1460,9998 +6399600115,20141015T000000,279000.0,3,1.5,1280,16738,1.5,0,0,4,5,1280,0,1932,0,98038,47.3895,-122.023,1590,16317 +5651010300,20140821T000000,370000.0,3,2.25,1650,4859,2.0,0,0,3,7,1650,0,1988,0,98011,47.7729,-122.172,1890,5018 +3423049311,20141017T000000,216000.0,3,2.0,1260,4125,1.0,0,0,3,6,1260,0,1998,0,98188,47.4401,-122.279,1300,9091 +7000100711,20140621T000000,1100000.0,3,2.5,2200,20000,1.0,0,1,3,7,1400,800,1952,0,98004,47.5809,-122.191,3050,11775 +5482700115,20141020T000000,1280600.0,4,2.5,3560,15450,1.0,0,1,5,8,2060,1500,1977,0,98040,47.5657,-122.23,3680,17314 +9349900110,20150217T000000,355000.0,2,1.5,1140,2500,1.0,0,1,3,7,630,510,1988,0,98106,47.5707,-122.359,1500,5000 +9328510100,20140911T000000,699000.0,4,2.5,2550,7312,2.0,0,0,3,9,2550,0,1988,0,98008,47.6441,-122.113,2330,7480 +6300500475,20140902T000000,412000.0,3,2.5,1553,1991,3.0,0,0,3,8,1553,0,2014,0,98133,47.7049,-122.34,1509,2431 +7849200315,20150205T000000,276000.0,2,1.0,1140,7200,1.0,0,0,3,6,1140,0,1923,1951,98065,47.5265,-121.823,1110,7200 +7813200115,20140904T000000,100000.0,2,1.0,790,6426,1.0,0,0,3,6,790,0,1944,0,98178,47.4933,-122.245,1380,6946 +2851200100,20140701T000000,955500.0,4,1.75,2130,5080,1.5,0,0,3,8,2130,0,1914,1993,98119,47.6427,-122.363,1900,5080 +2823059055,20150329T000000,199000.0,3,1.0,1390,21262,1.0,0,0,3,7,1390,0,1958,0,98058,47.4454,-122.185,1560,10800 +7853301560,20140625T000000,762000.0,4,3.5,4000,15253,2.0,0,0,3,9,4000,0,2007,0,98065,47.5433,-121.887,3550,8747 +9477001280,20140506T000000,425000.0,4,2.0,1520,7983,1.0,0,0,5,7,1520,0,1967,0,98034,47.7357,-122.193,1520,7783 +7905200147,20141104T000000,546000.0,2,1.0,1657,5031,2.0,0,0,3,7,1657,0,1910,0,98116,47.5699,-122.389,2050,6201 +6190701110,20150420T000000,419600.0,3,1.75,1680,8460,1.0,0,0,3,7,1180,500,1976,0,98133,47.7554,-122.353,1890,9529 +871001500,20140623T000000,735000.0,4,2.25,2270,5102,1.0,0,0,5,8,1340,930,1954,0,98199,47.6528,-122.408,1800,5102 +2559950110,20150422T000000,1234570.0,2,2.5,2470,609,3.0,0,0,3,11,1910,560,2011,0,98112,47.6182,-122.312,2440,1229 +3693900245,20140707T000000,445000.0,2,2.0,1240,2500,2.0,0,0,3,7,1240,0,1985,0,98117,47.6793,-122.395,1660,5000 +1023089140,20150106T000000,665000.0,3,2.0,1740,41275,1.0,0,0,3,8,1740,0,1974,1989,98045,47.4914,-121.763,2630,41275 +3026059085,20150317T000000,1290000.0,5,3.5,4090,290980,1.0,0,0,3,11,2920,1170,2002,0,98034,47.7161,-122.219,1880,9255 +3575302345,20141208T000000,508500.0,4,2.75,2520,12500,2.0,0,0,3,8,1720,800,1979,0,98074,47.6225,-122.064,2520,13000 +1568100076,20141210T000000,345950.0,5,1.0,1340,11198,1.5,0,0,3,8,1340,0,1934,0,98155,47.736,-122.295,1390,8020 +6600400090,20150113T000000,207500.0,3,1.0,1640,9750,1.0,0,0,3,7,1640,0,1968,0,98042,47.3256,-122.141,1200,9750 +5451200110,20141204T000000,1075000.0,4,2.5,3000,10920,1.0,0,0,4,8,1550,1450,1969,0,98040,47.5347,-122.227,2380,10920 +3204300090,20141110T000000,640000.0,3,1.0,1210,3720,2.0,0,0,4,8,1210,0,1930,0,98112,47.6317,-122.301,1560,6000 +3023039066,20150323T000000,329500.0,3,1.0,1810,13068,1.0,0,0,4,7,1360,450,1941,0,98070,47.4482,-122.462,1400,13068 +3824100246,20141021T000000,460000.0,4,2.75,2200,9676,1.0,0,0,3,8,1500,700,1979,0,98028,47.7713,-122.259,2120,9585 +7768700315,20140630T000000,1230000.0,3,1.75,2200,14630,1.5,0,1,3,8,2200,0,1948,2003,98004,47.6074,-122.213,2850,15803 +4154305290,20141120T000000,805000.0,5,3.0,2350,6480,2.0,0,3,4,7,1650,700,1924,1962,98118,47.558,-122.266,1840,7200 +621069113,20141218T000000,200000.0,3,1.5,1090,10454,1.0,0,0,3,6,1090,0,1963,0,98042,47.3425,-122.082,1230,12196 +1523059201,20150217T000000,749700.0,3,1.75,2280,77972,1.0,0,0,3,8,1460,820,1977,0,98059,47.4804,-122.151,2460,14430 +1453602309,20140805T000000,288000.0,0,1.5,1430,1650,3.0,0,0,3,7,1430,0,1999,0,98125,47.7222,-122.29,1430,1650 +7518504291,20141215T000000,535000.0,2,1.0,1520,3360,1.0,0,0,4,7,830,690,1927,0,98117,47.6815,-122.382,1470,3774 +4058801240,20141028T000000,330000.0,3,2.25,1620,7150,1.0,0,2,4,7,1280,340,1950,0,98178,47.5048,-122.241,1620,6930 +2313900165,20140730T000000,479200.0,3,2.0,1510,3750,1.5,0,0,4,7,1510,0,1928,0,98116,47.5737,-122.383,1500,5000 +2122059206,20140513T000000,373000.0,5,2.5,3001,5710,2.0,0,0,3,8,3001,0,2006,0,98042,47.3727,-122.177,2340,5980 +9282801720,20150319T000000,355000.0,4,1.5,2020,6000,1.0,0,0,4,7,1010,1010,1953,0,98178,47.5019,-122.235,1710,6000 +9542840590,20140602T000000,275000.0,3,2.0,1380,4500,1.0,0,0,3,7,1380,0,2008,0,98038,47.3661,-122.021,1620,4000 +2493200015,20140620T000000,380000.0,3,1.5,1520,4288,1.0,0,0,3,7,1020,500,1949,0,98136,47.5284,-122.387,1660,4288 +9550202870,20150209T000000,417000.0,2,1.75,1090,4590,1.0,0,0,4,7,790,300,1915,0,98105,47.6677,-122.324,1390,4080 +98000750,20141021T000000,1165000.0,5,3.75,4220,15959,2.0,0,0,3,11,4220,0,2004,0,98075,47.5869,-121.967,4630,16531 +7504010900,20140926T000000,598500.0,3,2.25,2520,12000,1.0,0,0,3,10,2520,0,1978,0,98074,47.6381,-122.062,2510,12000 +1370803820,20140602T000000,629000.0,3,2.0,1760,5000,1.0,0,0,5,7,960,800,1920,0,98199,47.6408,-122.403,1380,5000 +1446401220,20141009T000000,226950.0,2,1.0,930,6600,1.0,0,0,3,6,930,0,1957,0,98168,47.4868,-122.33,1250,6600 +868000615,20141231T000000,1225000.0,4,2.5,2600,11542,1.5,0,0,4,9,2200,400,1939,0,98177,47.7076,-122.377,2840,10960 +6625910100,20150203T000000,415000.0,3,2.25,2180,11100,1.0,0,0,5,8,1700,480,1979,0,98056,47.5162,-122.176,2350,11397 +3629870110,20150422T000000,595000.0,3,2.5,1910,3075,2.0,0,0,3,8,1910,0,2001,0,98029,47.5491,-122.005,1940,3485 +8651400750,20141028T000000,209950.0,3,1.75,1100,5525,1.0,0,0,5,6,1100,0,1968,0,98042,47.3625,-122.084,1050,5200 +925069111,20150507T000000,568000.0,3,1.75,1760,235224,1.0,0,0,3,7,1760,0,1973,0,98053,47.6735,-122.041,2320,87120 +3352402250,20141021T000000,119900.0,2,1.0,700,3180,1.0,0,0,3,6,480,220,1951,0,98178,47.4976,-122.262,1760,6360 +4168000110,20140826T000000,207000.0,3,1.0,1080,10200,1.0,0,0,4,7,1080,0,1962,0,98023,47.3215,-122.351,1230,10400 +5647900930,20141215T000000,195000.0,3,1.0,1070,22489,1.0,0,0,3,7,1070,0,1967,0,98001,47.3278,-122.262,1880,20250 +2523039278,20140624T000000,324950.0,3,1.5,1460,8710,1.0,0,0,3,7,1460,0,1955,0,98166,47.4561,-122.357,1400,8645 +6149700405,20141222T000000,210000.0,1,1.0,1050,7583,1.0,0,0,4,6,1050,0,1947,0,98133,47.7294,-122.341,1420,7560 +203100690,20150425T000000,1078000.0,4,2.75,3160,42733,2.0,0,0,3,9,3160,0,1995,0,98053,47.6367,-121.958,1890,24000 +4410600100,20141204T000000,325088.0,4,1.0,1400,6739,1.0,0,0,3,7,1000,400,1954,0,98108,47.5402,-122.298,1500,6380 +3223059303,20150116T000000,790000.0,4,3.0,3120,157875,2.0,0,0,4,8,3120,0,1977,0,98058,47.444,-122.187,1580,7050 +522069097,20141125T000000,150000.0,2,1.0,720,212137,1.0,0,0,3,5,720,0,1982,0,98058,47.422,-122.066,2010,109642 +2023069059,20141030T000000,790000.0,3,3.0,2840,206910,2.0,0,0,3,10,2840,0,1999,0,98059,47.469,-122.063,2070,25067 +7987400356,20140512T000000,255000.0,2,1.0,1220,2500,1.0,0,0,3,6,770,450,1910,0,98126,47.5727,-122.372,1540,3000 +461005360,20141107T000000,697000.0,4,3.0,2820,2850,1.5,0,0,5,7,1860,960,1928,0,98117,47.6813,-122.367,1570,4500 +461004195,20141104T000000,457500.0,2,1.0,840,5000,1.0,0,0,4,7,840,0,1908,0,98117,47.6803,-122.371,1240,5000 +9547204350,20140519T000000,690000.0,3,2.0,1610,5100,1.5,0,0,5,8,1610,0,1940,0,98115,47.6825,-122.307,1740,5100 +2331300025,20150311T000000,967000.0,4,3.25,1860,4356,2.0,0,0,3,9,1860,0,1917,2005,98103,47.6785,-122.351,1860,4356 +2288000090,20150429T000000,980000.0,4,1.75,2260,17711,1.0,0,1,4,9,2260,0,1968,0,98040,47.5498,-122.214,2880,16594 +5525400300,20140521T000000,619420.0,4,2.75,2450,14803,2.0,0,0,4,9,2450,0,1988,0,98059,47.5261,-122.162,2330,14803 +9523103001,20141013T000000,389000.0,2,1.0,850,3276,1.0,0,0,3,6,850,0,1910,0,98103,47.6742,-122.35,1460,4100 +5249802460,20141210T000000,500000.0,3,1.0,1800,7200,1.0,0,0,3,7,1020,780,1964,0,98118,47.5616,-122.275,1740,5475 +7000100850,20140926T000000,569000.0,4,1.75,1230,7890,1.0,0,1,4,7,1090,140,1950,0,98004,47.5808,-122.189,2380,13176 +9477000300,20140728T000000,425000.0,4,2.25,2060,8540,1.0,0,0,4,7,1540,520,1967,0,98034,47.734,-122.19,1560,7700 +8121100265,20140521T000000,635000.0,4,2.25,2750,6180,1.0,0,0,4,8,1500,1250,1948,0,98118,47.5691,-122.284,1740,6180 +2817100900,20140519T000000,256500.0,2,1.0,1120,9912,1.0,0,0,4,6,1120,0,1980,0,98070,47.3735,-122.43,1540,9750 +3578700017,20150123T000000,695000.0,4,2.5,3010,11393,2.0,0,0,3,8,3010,0,2005,0,98028,47.7389,-122.221,2810,11282 +7550800195,20140730T000000,535000.0,4,1.5,1580,5000,1.5,0,0,3,7,1390,190,1945,0,98107,47.6735,-122.393,1580,5000 +3449900090,20150410T000000,454200.0,4,2.5,2630,5379,2.0,0,0,3,8,2630,0,2004,0,98059,47.4977,-122.163,2630,5379 +9232900165,20150123T000000,418500.0,2,1.0,790,5800,1.0,0,0,3,6,790,0,1943,0,98117,47.6973,-122.36,1460,5800 +1137300900,20140605T000000,749950.0,4,2.75,3110,35235,2.0,0,0,4,9,3110,0,1983,0,98072,47.7355,-122.095,2790,35445 +2617370090,20141019T000000,338500.0,3,1.75,2130,5489,1.0,0,0,3,8,1370,760,1999,0,98070,47.4489,-122.456,1750,7200 +5452301800,20140722T000000,1250000.0,4,3.75,4520,9240,1.5,0,2,3,10,3270,1250,1992,0,98040,47.5897,-122.229,3380,9240 +6648760100,20140711T000000,299950.0,3,2.5,1600,9830,2.0,0,0,4,8,1600,0,1993,0,98001,47.339,-122.266,1890,8910 +798000337,20140731T000000,325000.0,4,1.75,1950,12500,1.0,0,0,3,7,1330,620,1963,0,98168,47.4999,-122.327,1760,11520 +1737300110,20140826T000000,434000.0,4,3.0,2010,8171,2.0,0,0,3,8,2010,0,1973,0,98011,47.7688,-122.218,2090,8203 +2817800100,20140701T000000,328950.0,4,1.75,2550,8976,1.0,0,0,5,7,1300,1250,1978,0,98058,47.4286,-122.179,2220,9477 +5700003640,20140519T000000,2095000.0,5,3.75,5340,10655,2.5,0,3,4,10,3740,1600,1912,0,98144,47.5795,-122.285,3910,9418 +824069156,20150429T000000,570000.0,4,2.0,2000,46902,2.0,0,0,3,8,2000,0,1978,0,98075,47.5851,-122.072,2420,38130 +1997200165,20140916T000000,802000.0,3,2.25,2170,5001,2.0,0,0,3,8,2170,0,2014,0,98103,47.6937,-122.338,1700,6991 +4083301645,20141024T000000,525000.0,3,1.0,1550,6840,1.5,0,0,3,7,1550,0,1918,0,98103,47.6572,-122.335,2370,4560 +3880900245,20150202T000000,700000.0,6,3.0,2790,4550,2.5,0,0,4,8,2790,0,1907,0,98119,47.627,-122.361,2590,4550 +1322059002,20150319T000000,350000.0,3,1.75,1980,273556,1.0,0,0,3,6,1040,940,1956,1999,98042,47.4012,-122.11,2180,217799 +2426039313,20150218T000000,277500.0,2,1.5,1190,1236,3.0,0,0,3,7,1190,0,2005,0,98133,47.7274,-122.357,1390,1756 +6448000090,20140512T000000,1575000.0,5,2.75,3650,20150,1.0,0,0,4,10,2360,1290,1975,0,98004,47.6215,-122.224,3220,19800 +8005100025,20140919T000000,195000.0,3,1.0,1510,4350,1.5,0,0,5,6,1510,0,1913,0,98022,47.2052,-121.987,1210,5500 +2891000750,20140821T000000,222000.0,3,2.0,1200,6074,1.0,0,0,3,7,1200,0,1968,0,98002,47.325,-122.205,1430,6338 +5456000110,20150416T000000,865000.0,5,3.0,2830,8854,1.0,0,0,4,8,1500,1330,1979,0,98040,47.5743,-122.209,2260,8604 +5393601050,20140509T000000,445000.0,4,2.0,1650,6000,1.0,0,0,5,7,1000,650,1959,0,98144,47.5834,-122.307,1540,6000 +2979801095,20141209T000000,495800.0,4,1.5,1710,4600,1.5,0,0,3,7,1710,0,1924,0,98115,47.6847,-122.318,1740,4455 +6840701095,20150403T000000,548500.0,3,1.0,1740,4400,1.5,0,0,3,7,1740,0,1924,0,98122,47.6059,-122.3,1720,4400 +2221000100,20140507T000000,310000.0,3,1.75,1840,10723,1.0,0,0,4,7,1220,620,1974,0,98058,47.429,-122.154,1590,9820 +5070000100,20140711T000000,205000.0,3,1.5,1820,8585,1.0,0,0,4,7,1820,0,1962,0,98055,47.4479,-122.213,1740,10088 +3793501450,20140910T000000,470000.0,5,3.75,3860,6901,2.0,0,0,3,7,3860,0,2003,0,98038,47.3694,-122.032,3000,8584 +321079066,20150423T000000,430000.0,3,1.5,1810,349351,1.5,0,0,3,7,1810,0,2002,0,98010,47.3392,-121.897,2480,339332 +2026049125,20150501T000000,310000.0,2,2.0,1030,2271,3.0,0,0,3,7,1030,0,1999,0,98125,47.7263,-122.314,1439,1387 +1844500025,20150325T000000,355000.0,4,1.0,1410,7693,1.5,0,0,4,7,1410,0,1953,0,98133,47.7604,-122.331,1330,8395 +3541600405,20150127T000000,621500.0,5,2.5,2140,15950,1.0,0,2,4,8,1370,770,1968,0,98166,47.4797,-122.358,2600,14273 +1823049202,20140610T000000,175000.0,6,1.5,1930,8400,1.0,0,0,3,7,1030,900,1971,0,98146,47.4869,-122.34,1780,9520 +1823049202,20150107T000000,326000.0,6,1.5,1930,8400,1.0,0,0,3,7,1030,900,1971,0,98146,47.4869,-122.34,1780,9520 +1563100705,20140912T000000,690000.0,4,3.5,1930,5400,1.5,0,2,3,7,1930,0,1920,0,98116,47.5679,-122.409,1500,3340 +7968200090,20140819T000000,335000.0,4,2.5,2210,7214,2.0,0,0,3,8,2210,0,2003,0,98003,47.3554,-122.298,2270,7246 +5379802816,20150224T000000,197000.0,4,1.0,1360,11175,1.0,0,0,3,7,1360,0,1961,0,98188,47.4551,-122.272,1340,9702 +3340401570,20140703T000000,312500.0,3,1.75,1830,7969,1.0,0,0,3,7,930,900,1950,2008,98055,47.4667,-122.214,1790,7425 +7300700056,20141029T000000,436000.0,3,2.25,2120,6710,1.0,0,0,5,7,1420,700,1959,0,98155,47.7461,-122.324,1880,6960 +1257201130,20141001T000000,1015000.0,4,2.5,2700,4590,2.0,0,0,3,8,2700,0,2002,0,98103,47.6734,-122.329,2080,3570 +7526400100,20140826T000000,805000.0,4,2.5,3160,35225,2.0,0,1,3,9,2250,910,1992,0,98006,47.5672,-122.111,3460,17223 +7504400750,20150105T000000,652427.0,4,2.25,2770,13129,2.0,0,0,4,8,2770,0,1979,0,98074,47.6268,-122.05,2400,13129 +1525059112,20141018T000000,1008000.0,3,2.5,2240,41339,1.0,0,0,4,9,2240,0,1945,1992,98005,47.6483,-122.163,2900,45738 +7300410300,20141106T000000,355000.0,4,2.5,2570,6466,2.0,0,0,3,9,2570,0,1999,0,98092,47.3324,-122.17,2520,6667 +1326039039,20140729T000000,334550.0,2,1.0,880,12000,1.0,0,0,3,7,880,0,1939,0,98133,47.7436,-122.356,1960,9395 +8100400110,20140708T000000,557500.0,3,2.25,1820,9670,2.0,0,0,3,8,1820,0,1984,0,98052,47.6382,-122.11,2160,11424 +6385900090,20141103T000000,277500.0,4,2.25,1660,7184,1.0,0,0,3,7,1110,550,1963,0,98188,47.4678,-122.294,1640,7200 +7229000025,20140707T000000,300000.0,4,3.0,2200,10800,1.0,0,0,3,6,2200,0,1960,0,98058,47.4476,-122.169,1430,10800 +6145602355,20150225T000000,325000.0,4,1.0,1640,3844,1.5,0,0,4,7,1460,180,1928,0,98133,47.7017,-122.354,1230,3844 +3600057,20150319T000000,402500.0,4,2.0,1650,3504,1.0,0,0,3,7,760,890,1951,2013,98144,47.5803,-122.294,1480,3504 +4040200490,20140820T000000,461000.0,3,1.75,1420,5170,1.0,0,0,4,7,1420,0,1963,0,98007,47.6151,-122.145,2250,7700 +2919201095,20150327T000000,540000.0,3,1.0,1270,3840,1.5,0,0,3,7,1270,0,1926,0,98103,47.6896,-122.357,1270,4175 +5248800625,20150316T000000,385000.0,3,1.0,1070,4000,1.0,0,0,4,7,1070,0,1971,0,98108,47.5529,-122.305,1090,4000 +1257201295,20140708T000000,480000.0,2,1.0,1060,3040,1.0,0,0,3,7,860,200,1924,0,98103,47.6725,-122.329,1470,3814 +3342700371,20140609T000000,539950.0,3,2.25,2190,7149,1.0,0,1,4,8,1240,950,1963,0,98056,47.5243,-122.204,3500,7149 +1724079013,20140718T000000,529000.0,3,2.25,1940,217800,2.0,0,0,3,9,1940,0,1990,0,98024,47.5636,-121.932,2580,83558 +2770606822,20140820T000000,417000.0,3,2.5,1300,877,2.0,0,0,3,7,1060,240,2008,0,98199,47.6591,-122.392,1320,1414 +5706201930,20150217T000000,405000.0,3,1.5,1330,12500,1.0,0,0,3,7,1330,0,1966,0,98027,47.5263,-122.051,2310,12500 +8731800300,20140723T000000,299000.0,3,2.25,1940,9100,1.0,0,0,4,8,1630,310,1966,0,98023,47.3133,-122.364,2080,9100 +3751600457,20140813T000000,299000.0,3,1.75,2100,15480,1.0,0,0,3,7,2100,0,1983,0,98001,47.2924,-122.271,1330,15657 +9169100214,20140514T000000,372220.0,3,1.0,1290,5500,1.0,0,0,3,7,980,310,1951,0,98136,47.5266,-122.392,1680,5000 +809000820,20140522T000000,494400.0,2,1.75,1560,1750,1.0,0,0,4,6,780,780,1904,0,98109,47.6347,-122.355,1850,3600 +9460000110,20140924T000000,280000.0,3,1.75,2630,6500,1.0,0,0,3,7,1330,1300,1958,0,98055,47.4878,-122.221,2520,6500 +7888780090,20141121T000000,277950.0,3,2.5,2100,6021,2.0,0,0,3,7,2100,0,1992,0,98023,47.2917,-122.375,2091,7547 +2423059067,20141219T000000,770000.0,3,2.75,2070,54557,2.0,0,0,3,8,2070,0,1996,0,98058,47.4659,-122.116,2190,49658 +1331900110,20141008T000000,760000.0,4,2.5,2960,28005,2.0,0,0,3,10,2960,0,1989,0,98072,47.7477,-122.117,3510,35248 +6600490300,20150126T000000,230000.0,2,2.0,1300,3608,1.0,0,0,3,7,1300,0,2004,0,98198,47.3623,-122.309,1510,3608 +6042000090,20141002T000000,525000.0,4,2.5,2520,7731,2.0,0,0,3,9,2520,0,1994,0,98155,47.7709,-122.297,2000,7704 +7846700850,20140701T000000,307000.0,3,1.0,1150,6000,1.5,0,0,3,7,1150,0,1927,0,98045,47.4963,-121.787,1210,7700 +5381600110,20140618T000000,253779.0,4,2.0,2030,9600,1.5,0,0,3,6,1430,600,1947,0,98188,47.4459,-122.272,1820,14600 +3459100300,20140617T000000,405000.0,3,1.5,1880,7400,1.0,0,0,3,8,1480,400,1968,0,98155,47.7743,-122.27,1820,8660 +8151600590,20150312T000000,360000.0,2,1.0,2320,11250,2.0,0,0,4,6,2320,0,1942,0,98146,47.504,-122.362,1620,11250 +7936000252,20150511T000000,521000.0,2,1.0,1050,7500,1.5,0,3,4,6,1050,0,1910,0,98116,47.5577,-122.399,2540,13680 +2825059256,20140926T000000,680000.0,4,2.5,3030,13068,2.0,0,0,3,9,3030,0,1978,0,98005,47.6313,-122.172,2940,11999 +1925069006,20141203T000000,355000.0,1,0.75,530,33278,1.0,0,2,4,4,530,0,1950,0,98074,47.6412,-122.079,2830,14311 +1274500300,20140623T000000,200000.0,3,1.5,1090,9600,1.0,0,0,4,7,1090,0,1968,0,98042,47.3639,-122.109,1240,9620 +7129304085,20140708T000000,330000.0,3,2.25,2220,4060,1.0,0,0,3,7,1330,890,1993,0,98118,47.5188,-122.265,1930,5625 +104540820,20140812T000000,221000.0,3,2.25,1430,5999,2.0,0,0,3,7,1430,0,1987,0,98023,47.3116,-122.358,1600,5999 +9272200090,20150204T000000,1598890.0,4,4.5,3780,6000,2.0,0,4,4,11,2770,1010,1910,1977,98116,47.5922,-122.388,2660,6000 +1787600164,20140723T000000,310000.0,2,1.0,1560,4920,1.0,0,0,4,6,780,780,1947,0,98125,47.7248,-122.325,1760,7510 +8127700215,20150409T000000,862000.0,4,2.25,2220,4200,1.5,0,0,5,8,1310,910,1932,0,98199,47.6418,-122.394,2020,4940 +7348200115,20140619T000000,200000.0,3,1.5,1140,8340,1.0,0,0,3,7,1140,0,1960,0,98168,47.4773,-122.28,1140,8340 +7752200100,20140930T000000,630000.0,4,2.5,2540,11100,1.0,0,0,5,7,2540,0,1957,0,98008,47.6317,-122.124,1560,11100 +3904901570,20150320T000000,432250.0,3,2.25,1440,6232,2.0,0,0,3,7,1440,0,1985,0,98029,47.5658,-122.018,1740,5999 +1238501116,20150123T000000,478000.0,3,2.25,1570,9500,1.0,0,0,4,7,1070,500,1977,0,98033,47.6843,-122.185,2250,9583 +9392500100,20140723T000000,249000.0,4,2.25,1860,9576,1.0,0,0,3,7,1400,460,1962,0,98032,47.3612,-122.284,1860,9576 +7857003465,20140605T000000,495000.0,5,3.0,2440,4750,1.0,0,0,3,9,1450,990,2006,0,98108,47.5485,-122.302,1420,5940 +4038700930,20141113T000000,630000.0,4,2.5,2100,8800,1.0,0,2,4,7,1240,860,1960,0,98008,47.6146,-122.114,2000,8800 +6979920090,20140626T000000,550000.0,4,2.5,2150,27540,2.0,0,0,3,8,2150,0,1997,0,98053,47.637,-121.969,2150,27540 +1515920090,20140919T000000,350000.0,3,2.5,2440,18674,2.0,0,0,4,8,2440,0,1994,0,98042,47.3672,-122.126,2530,10603 +2473100090,20141202T000000,270000.0,5,1.5,1930,7480,2.0,0,0,3,7,1930,0,1966,0,98058,47.4503,-122.157,1480,7705 +6402700100,20141007T000000,488250.0,4,2.0,1830,9610,1.0,0,0,3,7,1830,0,1963,0,98033,47.695,-122.176,1970,10754 +104530490,20140516T000000,248000.0,4,3.5,1850,6519,2.0,0,0,3,7,1130,720,1986,0,98023,47.3087,-122.354,1280,6664 +2487200940,20140814T000000,889000.0,4,3.5,3210,5000,3.0,0,0,3,9,3210,0,2014,0,98136,47.5203,-122.393,1360,5000 +6132600315,20140827T000000,375000.0,1,1.0,1090,5250,1.0,0,0,3,6,980,110,1927,0,98117,47.6999,-122.391,2160,5250 +6848200475,20141126T000000,933000.0,3,1.5,1870,3300,2.0,0,2,3,7,1870,0,1906,0,98102,47.6221,-122.325,1820,2460 +2141310490,20150102T000000,625000.0,3,2.25,1920,8412,1.0,0,2,3,8,1460,460,1977,0,98006,47.5578,-122.132,2490,8700 +7571200110,20140728T000000,328000.0,2,1.0,700,4350,1.0,0,0,3,6,700,0,1943,0,98116,47.5577,-122.391,1620,5100 +5072300100,20140718T000000,470000.0,4,2.25,3380,9900,1.0,0,2,4,8,1690,1690,1969,0,98166,47.4438,-122.34,2390,9900 +3342103148,20150213T000000,502500.0,5,2.5,2430,6168,2.0,0,0,3,8,2430,0,2007,0,98056,47.5237,-122.199,2150,8400 +1770000090,20150407T000000,484000.0,3,1.75,1950,17400,1.0,0,0,3,7,1210,740,1976,0,98072,47.7424,-122.091,1900,17250 +8658303585,20140807T000000,252500.0,2,1.0,900,7500,1.0,0,0,4,6,900,0,1961,0,98014,47.6481,-121.916,1190,10000 +1115400090,20140821T000000,610000.0,3,2.5,2060,8893,2.0,0,0,3,8,2060,0,1987,0,98006,47.5615,-122.165,2650,8500 +4400800061,20140725T000000,419000.0,4,2.0,2180,10447,1.0,0,0,4,8,1280,900,1969,0,98155,47.7675,-122.279,2190,10987 +4137000590,20140717T000000,322500.0,4,2.25,2140,9377,2.0,0,0,4,8,2140,0,1986,0,98092,47.2649,-122.218,2030,7846 +809000945,20150106T000000,563000.0,6,1.0,1730,2760,1.5,0,0,3,7,1250,480,1918,0,98109,47.6342,-122.353,1630,3200 +4397000100,20150324T000000,464000.0,4,2.5,3140,12591,2.0,0,0,3,9,3140,0,1993,0,98042,47.3826,-122.146,2650,11720 +3426049031,20140617T000000,870000.0,4,4.25,3010,4887,2.0,0,3,4,10,1940,1070,1951,1996,98115,47.6933,-122.272,2540,9375 +4310702775,20150203T000000,280000.0,2,1.5,800,1196,2.0,0,0,3,8,800,0,2003,0,98103,47.6972,-122.341,1020,1087 +8965450110,20140912T000000,850000.0,3,2.5,3300,11570,2.0,0,0,3,9,3300,0,1994,0,98006,47.5599,-122.121,3280,11446 +2887700805,20141022T000000,458950.0,2,1.0,1530,4370,1.0,0,0,3,7,1130,400,1946,0,98115,47.6888,-122.308,1580,4275 +1446401460,20150422T000000,122000.0,2,1.0,760,5280,1.0,0,0,3,6,760,0,1946,0,98168,47.483,-122.33,1710,6594 +225039175,20140513T000000,525000.0,5,3.0,2450,4591,2.0,0,0,3,7,2450,0,1994,0,98117,47.6828,-122.388,1060,5500 +1151100165,20140716T000000,286300.0,2,1.0,1000,31838,1.0,0,0,3,7,1000,0,1962,0,98045,47.4789,-121.779,1490,39747 +4330600301,20140718T000000,218450.0,2,1.0,840,7425,1.0,0,0,4,6,840,0,1952,0,98166,47.4749,-122.339,1300,11674 +2767602141,20140905T000000,525000.0,3,1.5,1380,4290,1.0,0,0,3,7,1080,300,1955,0,98107,47.674,-122.379,1510,3900 +2767602141,20141222T000000,650000.0,3,1.5,1380,4290,1.0,0,0,3,7,1080,300,1955,0,98107,47.674,-122.379,1510,3900 +2223089048,20140625T000000,356000.0,4,2.0,2020,48693,1.5,0,0,3,7,2020,0,1949,0,98045,47.4646,-121.759,1610,34900 +3693900985,20140529T000000,436500.0,2,1.0,1260,5000,1.0,0,0,3,7,1040,220,1951,0,98117,47.6782,-122.397,1510,5000 +3574801790,20140807T000000,410000.0,3,1.75,1440,7112,1.0,0,0,3,7,1180,260,1979,0,98034,47.7304,-122.227,1570,9152 +2568800121,20140911T000000,512500.0,4,1.75,1540,8311,1.0,0,0,4,7,1540,0,1950,0,98125,47.7046,-122.293,1890,7996 +5249804560,20140818T000000,510000.0,4,1.0,1060,7200,1.0,0,1,3,6,880,180,1925,0,98118,47.5591,-122.268,1910,7200 +7811100100,20140918T000000,566000.0,4,1.75,1900,10297,1.0,0,0,4,8,1900,0,1966,0,98005,47.5944,-122.155,2220,9612 +6116500300,20140910T000000,525000.0,3,1.75,2870,26500,1.5,0,1,3,8,2870,0,1948,1981,98166,47.4485,-122.355,2420,20500 +2489200165,20140807T000000,435000.0,3,1.0,1050,5500,1.0,0,0,3,6,930,120,1920,0,98126,47.5402,-122.38,1410,5834 +425079100,20141231T000000,406500.0,3,2.75,1840,68479,1.0,0,2,3,8,1340,500,1989,0,98014,47.6802,-121.908,2060,61903 +1828001220,20141007T000000,550000.0,5,2.75,3000,9473,1.0,0,0,3,8,1500,1500,1966,0,98052,47.6567,-122.13,2050,8820 +5602000025,20150226T000000,251000.0,3,2.0,1200,10212,1.5,0,0,5,6,1200,0,1949,0,98022,47.206,-121.998,1280,10212 +191101015,20141211T000000,830000.0,3,1.5,1840,10125,1.0,0,0,4,8,1220,620,1959,0,98040,47.5607,-122.217,2320,10160 +4249000100,20150414T000000,803000.0,4,2.5,2790,7673,2.0,0,0,3,9,2790,0,1989,0,98052,47.6692,-122.136,2740,7837 +7877400266,20150407T000000,206000.0,3,1.0,970,9360,1.0,0,0,4,5,970,0,1942,0,98002,47.2808,-122.225,1050,11348 +7657000165,20140730T000000,200000.0,4,1.0,1070,7467,1.5,0,0,3,7,1070,0,1944,0,98178,47.4942,-122.235,1160,7467 +4302200535,20140506T000000,219000.0,2,1.0,900,5160,1.0,0,0,3,6,900,0,1952,0,98106,47.525,-122.356,900,5160 +369000881,20140905T000000,777000.0,4,4.0,2680,6000,1.0,0,0,3,7,1380,1300,1962,2014,98199,47.6557,-122.388,1930,6000 +7527200110,20150218T000000,593700.0,3,2.5,2000,22000,2.0,0,0,3,8,2000,0,1979,0,98075,47.59,-122.081,2180,19800 +1561600025,20140603T000000,712500.0,3,1.5,1660,8797,1.0,0,0,4,7,1660,0,1956,0,98004,47.5892,-122.202,2350,10053 +2813100100,20140714T000000,600000.0,4,1.5,1770,6014,1.5,0,0,4,7,1240,530,1946,0,98116,47.5773,-122.393,1740,6014 +3179100755,20150330T000000,554663.0,3,2.0,1230,6802,1.5,0,0,3,7,1230,0,1940,0,98105,47.6712,-122.279,1850,6398 +1422700110,20140703T000000,267000.0,3,1.0,1740,10875,1.0,0,0,4,7,1020,720,1962,0,98188,47.4682,-122.283,1470,8532 +1075100090,20140924T000000,390000.0,3,2.0,1710,8910,1.0,0,0,5,7,1710,0,1953,0,98133,47.7719,-122.338,1430,8493 +7338402690,20150401T000000,335000.0,6,2.0,2020,7071,1.0,0,0,3,7,1010,1010,1979,0,98108,47.5329,-122.294,2020,5000 +5451210100,20150423T000000,938000.0,4,2.5,2410,9886,1.0,0,0,5,8,1990,420,1975,0,98040,47.5351,-122.223,2530,10658 +7523900300,20150407T000000,370000.0,4,2.75,2310,14745,1.0,0,0,3,7,1410,900,1993,0,98198,47.377,-122.31,2060,9678 +7237300090,20150402T000000,335000.0,5,2.5,2400,4548,2.0,0,0,3,7,2400,0,2003,0,98042,47.371,-122.127,2200,4465 +4083303815,20150421T000000,695000.0,5,2.0,3160,3990,1.5,0,0,3,7,1870,1290,1923,0,98103,47.654,-122.337,1780,4240 +6117501015,20140606T000000,387500.0,3,1.0,1560,14333,1.0,0,0,4,7,1560,0,1953,0,98166,47.432,-122.348,1640,14333 +6700390100,20150318T000000,245000.0,3,2.5,1770,6187,2.0,0,0,3,7,1770,0,1992,0,98031,47.4034,-122.189,1650,7200 +7334401450,20140729T000000,308550.0,3,2.0,1600,13200,1.0,0,0,3,7,1600,0,1990,0,98045,47.4656,-121.756,1360,11520 +8588000315,20140624T000000,225000.0,3,1.75,1330,13102,1.0,0,0,3,7,1330,0,1968,0,98003,47.3172,-122.322,1270,11475 +3121500100,20140903T000000,715000.0,4,2.5,2970,29163,2.0,0,0,3,9,2970,0,1993,0,98053,47.6717,-122.025,3100,31105 +726049202,20150506T000000,335000.0,3,1.0,1020,10200,1.0,0,0,4,7,1020,0,1954,0,98133,47.7503,-122.348,1170,8188 +3629760110,20140821T000000,634000.0,3,2.5,2490,4904,2.0,0,0,3,9,2490,0,2003,0,98029,47.5451,-122.014,2370,4050 +8692800025,20140514T000000,337500.0,5,2.0,1700,7314,1.0,0,0,3,7,1000,700,1956,0,98108,47.549,-122.305,2000,7176 +4392200165,20140904T000000,440000.0,1,1.0,850,6567,1.0,0,0,4,6,850,0,1940,0,98010,47.327,-122.039,2160,9794 +1023089228,20140717T000000,350000.0,3,1.75,1250,13775,1.0,0,2,3,7,1250,0,1990,0,98045,47.4981,-121.772,1260,13707 +7625702615,20150114T000000,400000.0,2,1.0,610,4560,1.0,0,0,3,5,610,0,1918,0,98136,47.5498,-122.383,930,1392 +8081030090,20140815T000000,1288000.0,4,3.5,3700,13175,2.0,0,0,4,11,3700,0,1989,0,98006,47.5471,-122.133,3880,15508 +2201500490,20150406T000000,435000.0,3,1.0,950,10080,1.0,0,0,4,7,950,0,1954,0,98006,47.572,-122.139,1060,10000 +7853250090,20140929T000000,681000.0,4,2.5,3860,5130,2.0,0,0,3,8,2930,930,2004,0,98065,47.5387,-121.879,3130,6163 +7133300044,20140629T000000,397000.0,3,3.5,1360,1275,2.0,0,0,3,8,1240,120,2007,0,98144,47.5904,-122.315,1360,1275 +293700110,20140926T000000,775000.0,4,2.5,3890,34513,2.0,0,0,3,10,3890,0,1996,0,98077,47.7749,-122.048,3600,28435 +4038100110,20140707T000000,480000.0,3,2.25,1680,9090,1.0,0,0,4,7,1130,550,1959,0,98008,47.6068,-122.13,1960,9090 +7697870600,20140909T000000,158000.0,3,2.5,1520,7200,2.0,0,0,4,7,1520,0,1985,0,98030,47.3679,-122.182,1780,7210 +8847400115,20140723T000000,590000.0,3,2.0,2420,208652,1.5,0,0,3,8,2420,0,2005,0,98010,47.3666,-121.978,3180,212137 +7853240100,20140902T000000,772500.0,5,2.75,3890,9130,2.0,0,0,3,9,3890,0,2004,0,98065,47.5407,-121.86,3450,8361 +326049058,20150217T000000,464500.0,5,1.5,2940,13425,1.0,0,0,3,8,1470,1470,1955,0,98155,47.7632,-122.29,1580,8200 +8732800090,20150424T000000,281000.0,3,1.75,1350,8737,1.0,0,0,3,7,1350,0,1966,0,98188,47.4378,-122.279,1600,8928 +2526059086,20140722T000000,620000.0,3,2.25,2190,45738,1.0,0,0,3,8,2190,0,1990,0,98052,47.7108,-122.12,2970,4496 +2391600165,20140617T000000,475000.0,3,2.25,2280,5750,1.0,0,1,4,7,1150,1130,1985,0,98116,47.5641,-122.393,1500,5060 +7225000090,20141017T000000,245000.0,2,2.0,1070,4500,1.0,0,0,4,6,910,160,1932,0,98055,47.4896,-122.204,1280,4500 +1868901295,20140729T000000,660000.0,5,2.25,2540,3750,1.5,0,0,4,7,1510,1030,1925,0,98115,47.6729,-122.299,1780,3750 +6072100490,20141204T000000,527500.0,4,2.25,2270,8480,1.0,0,0,5,8,1310,960,1973,0,98006,47.5448,-122.174,1910,9050 +2522069064,20141027T000000,135000.0,2,1.0,1220,7250,1.0,0,0,4,6,1220,0,1914,0,98010,47.3585,-121.975,1350,20250 +806800090,20150506T000000,275000.0,3,1.75,1890,5000,1.0,0,0,3,7,1890,0,2003,0,98092,47.3357,-122.175,2960,5421 +7228500375,20150210T000000,430000.0,4,2.0,1990,4740,1.0,0,0,3,7,1080,910,1926,0,98122,47.6112,-122.303,1560,2370 +2891100820,20140825T000000,213500.0,3,1.0,1220,6000,1.0,0,0,4,7,1220,0,1968,0,98002,47.3245,-122.209,1420,6000 +8564850300,20140912T000000,535000.0,3,3.0,2640,5978,2.0,0,0,3,9,2640,0,2012,0,98045,47.4759,-121.735,2680,6060 +3861400061,20150213T000000,641000.0,3,1.75,1480,9603,1.0,0,0,3,7,1480,0,1952,0,98004,47.5915,-122.202,2660,10766 +3343903647,20141028T000000,436300.0,3,2.0,2320,9420,1.0,0,0,5,7,2320,0,1952,0,98056,47.5133,-122.196,2030,9420 +809002680,20141014T000000,1440000.0,4,1.75,2410,6000,1.5,0,0,3,8,2410,0,1911,0,98109,47.6369,-122.355,1280,4000 +5450300195,20150327T000000,830000.0,4,2.75,2090,13500,1.0,0,0,4,8,2090,0,1949,0,98040,47.573,-122.225,2130,13500 +1231001110,20140722T000000,380000.0,3,1.0,920,3532,1.0,0,0,3,6,920,0,1910,0,98118,47.5539,-122.268,1250,4000 +6303401050,20150220T000000,132500.0,3,0.75,850,8573,1.0,0,0,3,6,600,250,1945,0,98146,47.503,-122.356,850,8382 +1003400245,20141201T000000,179950.0,3,1.0,1130,9907,1.0,0,0,3,7,1130,0,1954,0,98188,47.4362,-122.286,1320,9907 +7468900245,20150420T000000,188200.0,3,1.0,1260,7265,1.0,0,0,4,7,1260,0,1954,0,98002,47.2979,-122.224,940,7200 +5021900265,20140702T000000,659000.0,4,2.0,2090,10800,1.0,0,0,4,7,2090,0,1951,0,98040,47.5759,-122.223,2090,10800 +8100900015,20141022T000000,317000.0,3,2.0,2020,7260,1.5,0,0,3,7,1180,840,1926,0,98108,47.5496,-122.311,1400,5950 +573000490,20141124T000000,625000.0,3,2.25,1970,4564,1.0,0,0,3,8,1470,500,1959,0,98199,47.6703,-122.41,1980,5000 +4022900837,20140613T000000,350000.0,3,1.75,1820,9545,1.0,0,0,3,7,1230,590,1976,0,98155,47.7772,-122.296,1790,9530 +475001295,20140625T000000,750000.0,3,1.5,1840,5000,1.5,0,0,5,7,1340,500,1915,0,98107,47.6652,-122.362,1840,5000 +5256500025,20140827T000000,457000.0,4,1.75,2100,10358,1.0,0,0,5,8,1280,820,1959,0,98133,47.7478,-122.338,2080,9000 +2767601390,20150304T000000,632500.0,4,2.0,1770,5000,2.0,0,0,4,7,1770,0,1906,0,98107,47.6748,-122.386,1550,5000 +6700400110,20140702T000000,223000.0,3,2.0,1110,7231,1.0,0,0,4,7,1110,0,1991,0,98031,47.4036,-122.191,1550,7245 +8860300300,20140902T000000,610000.0,4,2.75,2090,8400,1.0,0,0,4,8,1240,850,1976,0,98052,47.6872,-122.123,2340,9000 +3738900165,20141024T000000,385000.0,4,1.75,2080,8215,2.0,0,0,4,7,2080,0,1948,0,98155,47.737,-122.305,1550,8215 +1314300018,20150324T000000,367500.0,3,3.25,1400,1343,2.0,0,0,3,7,1160,240,2005,0,98118,47.5483,-122.277,1400,1326 +3992700265,20140804T000000,385100.0,3,1.0,1060,8040,1.0,0,0,4,6,1060,0,1949,0,98125,47.7121,-122.287,1300,7620 +1105000296,20141229T000000,230000.0,2,1.0,720,5913,1.0,0,0,3,6,720,0,1920,0,98118,47.5447,-122.27,1560,6600 +1773100121,20140623T000000,286000.0,3,2.75,1100,750,2.0,0,0,3,7,780,320,2008,0,98106,47.5601,-122.363,1170,4800 +7585000110,20150326T000000,201700.0,3,1.0,1010,9576,1.0,0,0,4,7,1010,0,1967,0,98001,47.2956,-122.272,1540,9576 +822069112,20150423T000000,1350000.0,4,4.75,5230,89298,2.5,0,0,3,11,5230,0,2002,0,98038,47.4097,-122.063,4110,107153 +5423030300,20140519T000000,525000.0,4,1.75,2420,7672,1.0,0,0,3,8,1480,940,1979,0,98027,47.5637,-122.085,2370,7699 +1387301730,20150202T000000,361000.0,3,1.5,1200,7236,1.0,0,0,3,7,1200,0,1975,0,98011,47.739,-122.194,1680,7800 +4447300008,20140923T000000,530000.0,3,1.5,1950,1963,3.0,0,0,3,8,1950,0,2002,0,98117,47.6904,-122.397,1590,2028 +6413600123,20141008T000000,455000.0,3,2.25,1870,7403,1.0,0,0,3,7,1870,0,1950,0,98125,47.7171,-122.32,1630,7440 +3288100100,20141120T000000,421000.0,4,2.25,1310,8400,1.0,0,0,4,7,1310,0,1966,0,98034,47.7317,-122.181,1600,8400 +6127600110,20140502T000000,640000.0,4,2.0,1520,6200,1.5,0,0,3,7,1520,0,1945,0,98115,47.678,-122.269,1910,6200 +3423049165,20150331T000000,240000.0,3,1.0,1270,12733,1.0,0,0,3,7,1270,0,1955,0,98188,47.445,-122.276,1660,11536 +1233100601,20141024T000000,360000.0,2,1.0,840,7414,1.0,0,0,4,6,840,0,1928,0,98033,47.6771,-122.172,1740,9784 +3422059085,20150324T000000,157340.0,2,1.0,900,23000,1.0,0,0,2,7,900,0,1953,0,98042,47.3576,-122.156,1460,8265 +9294300600,20150415T000000,1240000.0,4,3.0,3010,6139,2.0,0,4,5,8,2560,450,1950,1972,98115,47.6799,-122.268,2100,6798 +7282900025,20140506T000000,250000.0,3,1.0,1050,6874,1.0,0,0,3,6,1050,0,1954,0,98133,47.762,-122.355,1500,8954 +2526059076,20150225T000000,735000.0,6,2.75,3360,84506,1.0,0,0,5,7,2040,1320,1962,0,98052,47.715,-122.121,2190,43124 +5451100490,20150115T000000,884900.0,7,4.75,5370,10800,1.5,0,0,3,8,5370,0,1967,0,98040,47.538,-122.223,2310,10910 +126059097,20141023T000000,775000.0,3,3.5,2690,104544,2.0,0,0,3,8,2690,0,1948,1990,98072,47.7717,-122.112,2300,81698 +7739100015,20140502T000000,463000.0,3,1.75,1710,7320,1.0,0,0,3,7,1710,0,1948,0,98155,47.7512,-122.281,2260,8839 +9828702251,20140623T000000,579000.0,3,2.5,1640,1269,3.0,0,0,3,8,1640,0,2009,0,98112,47.6197,-122.3,1590,1231 +9558040820,20140709T000000,570000.0,6,3.75,4000,6015,2.0,0,2,3,10,3080,920,2004,0,98058,47.453,-122.118,3180,5700 +1437580600,20150331T000000,1060000.0,5,4.5,4140,7924,2.0,0,0,3,10,4140,0,2005,0,98074,47.6102,-121.993,3960,8410 +5469502460,20140909T000000,375000.0,4,2.75,3140,24800,1.0,0,0,4,8,2080,1060,1971,0,98042,47.3782,-122.161,2850,12900 +2919701105,20141209T000000,422000.0,2,1.75,1320,2609,1.0,0,0,4,7,920,400,1938,0,98117,47.6878,-122.366,1200,4220 +952003585,20150209T000000,866500.0,4,3.5,3080,4945,2.0,0,0,3,9,2010,1070,2014,0,98126,47.5662,-122.379,1220,4945 +3066400750,20150413T000000,705000.0,3,2.5,2500,10359,2.0,0,0,3,10,2500,0,1986,0,98074,47.6286,-122.051,2580,10142 +2607740100,20141029T000000,470000.0,4,2.5,2520,9684,2.0,0,0,3,8,2520,0,1994,0,98045,47.4848,-121.801,2090,10133 +793200100,20141218T000000,360000.0,3,1.25,2350,6200,1.0,0,0,4,7,1320,1030,1966,0,98007,47.5979,-122.135,2140,9543 +6744700900,20150429T000000,795000.0,4,2.5,2570,13450,1.0,0,4,3,8,1510,1060,1948,0,98155,47.7429,-122.285,3470,12615 +1828300100,20150330T000000,800000.0,4,2.5,3100,7807,2.0,0,0,3,9,3100,0,2003,0,98034,47.7151,-122.227,3100,7807 +1118000110,20140529T000000,2453500.0,4,3.5,4730,13586,1.5,0,0,5,10,4270,460,1935,0,98112,47.6319,-122.288,3710,8828 +9297301015,20150408T000000,277284.0,3,1.75,1030,4800,1.0,0,0,3,6,930,100,1927,0,98126,47.566,-122.373,1540,4800 +585000008,20150413T000000,460000.0,2,1.0,1020,4002,1.0,0,0,5,7,1020,0,1953,0,98116,47.5828,-122.395,1780,5000 +4070700300,20150504T000000,898888.0,3,2.5,2080,3729,2.0,0,0,3,9,2080,0,1996,0,98033,47.6731,-122.199,2080,4000 +3026079031,20140806T000000,211000.0,3,1.0,1410,47916,1.0,0,0,3,7,1410,0,1981,0,98019,47.7149,-121.96,1810,215622 +2781250750,20140828T000000,222000.0,2,2.0,1360,3300,2.0,0,0,3,6,1360,0,2004,0,98038,47.3489,-122.022,1310,3300 +203100625,20140529T000000,672000.0,3,2.5,2620,21587,2.0,0,0,3,7,2620,0,1992,0,98053,47.6384,-121.959,2570,23650 +687600110,20141020T000000,778000.0,3,2.25,2260,33080,1.0,0,0,5,9,1690,570,1974,0,98005,47.6386,-122.183,3020,35291 +2473372250,20150121T000000,312500.0,3,1.75,1490,9493,1.0,0,0,4,8,1490,0,1976,0,98058,47.4514,-122.134,2440,9600 +7974700112,20140714T000000,650000.0,4,2.5,2530,6500,1.5,0,0,3,8,1720,810,1975,0,98115,47.6737,-122.284,2150,5280 +2330000015,20140826T000000,740000.0,6,2.25,3140,10250,1.0,0,0,4,8,1570,1570,1959,0,98005,47.6116,-122.169,2320,10250 +7230300100,20140826T000000,320000.0,3,2.0,1820,17600,1.0,0,0,5,7,1820,0,1972,0,98059,47.4703,-122.112,2190,17440 +2133010110,20150508T000000,455000.0,4,2.5,1770,13168,2.0,0,0,3,7,1770,0,1990,0,98019,47.7306,-121.966,2050,14859 +4389201250,20140513T000000,2450000.0,5,4.0,4430,9000,2.0,0,0,3,10,4430,0,2013,0,98004,47.6168,-122.216,2470,9490 +3383900057,20141203T000000,500000.0,3,3.25,1490,902,3.0,0,0,3,8,1220,270,2001,0,98102,47.6357,-122.324,1550,1092 +2424410110,20140611T000000,325000.0,3,1.75,1790,27427,1.0,0,0,3,7,1130,660,1978,0,98065,47.532,-121.761,1610,16684 +3126049436,20140912T000000,416000.0,3,2.5,1710,1296,3.0,0,0,3,8,1510,200,2004,0,98103,47.6963,-122.342,1610,1282 +9238500100,20150318T000000,495000.0,4,2.25,2070,20280,2.0,0,0,4,7,2070,0,1968,0,98072,47.774,-122.134,2190,21560 +9828700900,20140505T000000,549000.0,2,1.0,1140,5400,1.0,0,0,5,7,1140,0,1908,0,98112,47.6205,-122.294,1520,4800 +686400930,20140825T000000,589000.0,5,2.0,3930,10150,1.5,0,0,4,8,3070,860,1968,0,98008,47.6317,-122.114,2200,8190 +5515600088,20141121T000000,194820.0,3,1.5,1100,32700,1.0,0,0,3,7,1100,0,1967,0,98001,47.3186,-122.289,1616,32700 +1254200015,20141216T000000,405000.0,3,2.5,2260,5500,1.5,0,0,3,7,1280,980,1910,0,98117,47.681,-122.388,1790,5355 +1254200015,20150408T000000,625000.0,3,2.5,2260,5500,1.5,0,0,3,7,1280,980,1910,0,98117,47.681,-122.388,1790,5355 +1523049209,20141113T000000,205000.0,3,1.0,1130,7014,1.0,0,0,3,7,1130,0,1954,0,98168,47.4743,-122.274,1440,9350 +561000300,20140623T000000,345100.0,3,3.75,1950,8625,1.0,0,0,3,8,1360,590,1959,0,98178,47.505,-122.258,1950,6670 +399000195,20141020T000000,200000.0,3,1.0,960,7500,1.0,0,0,3,6,960,0,1953,0,98178,47.4966,-122.255,1250,6000 +2540700110,20150212T000000,1905000.0,4,3.5,4210,18564,2.0,0,0,3,11,4210,0,2001,0,98039,47.6206,-122.225,3520,18564 +2523089097,20141029T000000,524500.0,3,1.5,3430,264844,1.0,0,2,3,7,2230,1200,1988,0,98045,47.4476,-121.723,1660,145926 +3026079055,20140826T000000,598600.0,4,2.75,3470,212639,2.0,0,0,3,7,2070,1400,1993,0,98019,47.7066,-121.968,2370,233917 +1105000011,20141209T000000,367777.0,5,3.0,2140,5937,1.0,0,0,3,7,1280,860,1978,0,98118,47.5459,-122.27,1820,6710 +5113400535,20140507T000000,750000.0,3,2.75,2520,5401,1.0,0,0,4,7,1360,1160,1946,0,98119,47.6452,-122.373,1800,5036 +3876301140,20141105T000000,575000.0,5,2.25,3550,7992,2.0,0,0,3,8,3550,0,1968,0,98034,47.7285,-122.179,2110,7992 +1523049188,20150430T000000,84000.0,2,1.0,700,20130,1.0,0,0,3,6,700,0,1949,0,98168,47.4752,-122.271,1490,18630 +5621100115,20141218T000000,255000.0,2,1.0,740,5000,1.0,0,0,4,6,740,0,1926,0,98118,47.5298,-122.273,1170,4968 +4219401080,20140520T000000,1740000.0,4,3.75,3300,4545,1.5,0,4,3,10,2600,700,1926,1999,98105,47.6561,-122.274,3300,5000 +2112700600,20150513T000000,415000.0,3,2.25,1640,5880,1.0,0,0,3,7,1240,400,1977,0,98106,47.5323,-122.351,1200,4760 +3222049112,20150507T000000,449900.0,3,2.5,2780,8225,2.0,0,1,3,9,2780,0,1990,0,98198,47.3509,-122.323,720,9736 +622059019,20140919T000000,220000.0,5,1.5,1830,94960,1.5,0,0,3,7,1830,0,1929,0,98031,47.4218,-122.218,1440,16365 +9348700490,20150410T000000,899000.0,4,2.5,3540,9349,2.0,0,0,3,10,3540,0,2003,0,98052,47.7046,-122.107,3280,7546 +9259900025,20140714T000000,430000.0,3,2.5,1440,7320,1.0,0,0,5,7,1440,0,1954,0,98125,47.7179,-122.316,1160,6941 +3022059066,20150130T000000,472500.0,4,2.5,2960,223462,2.0,0,0,3,10,2960,0,2001,0,98030,47.3646,-122.211,2770,16482 +1777500090,20141229T000000,680000.0,6,2.5,3180,9375,1.0,0,0,4,8,1590,1590,1967,0,98006,47.5707,-122.129,2670,9625 +3885803245,20150305T000000,1650000.0,5,4.0,3310,8400,2.0,0,0,3,10,3310,0,2000,0,98033,47.6914,-122.214,3430,8400 +8819901030,20141118T000000,810000.0,3,2.0,2390,8025,2.0,0,0,5,7,2390,0,1921,0,98105,47.6707,-122.288,1920,5350 +2623069067,20150305T000000,605000.0,3,2.5,2460,138085,2.0,0,0,4,9,2460,0,1977,0,98027,47.4572,-122.007,2090,219542 +8635700025,20140725T000000,522000.0,3,1.75,1630,15600,1.0,0,0,3,7,1630,0,1958,0,98033,47.68,-122.165,1830,10850 +98020300,20150203T000000,759000.0,5,2.75,3490,8230,2.0,0,0,3,10,3490,0,2005,0,98075,47.5825,-121.97,3480,7331 +7243500025,20140519T000000,411000.0,4,2.75,2500,5257,2.0,0,0,3,8,2500,0,1966,0,98118,47.5293,-122.287,1660,5970 +3329510850,20150306T000000,286950.0,4,2.5,2080,9846,1.0,0,0,3,7,1240,840,1984,0,98001,47.3338,-122.268,1890,7977 +9521100855,20140610T000000,440000.0,3,1.5,1290,1286,3.0,0,0,3,7,1290,0,2000,0,98103,47.6617,-122.349,1720,1286 +723049156,20140523T000000,149000.0,3,1.0,1700,8645,1.0,0,0,3,6,1700,0,1955,0,98146,47.4899,-122.337,1500,7980 +723049156,20141112T000000,284700.0,3,1.0,1700,8645,1.0,0,0,3,6,1700,0,1955,0,98146,47.4899,-122.337,1500,7980 +5130000090,20140909T000000,374950.0,3,2.5,2540,11562,1.0,0,1,3,8,1290,1250,1964,0,98028,47.7614,-122.229,2230,10310 +8562400025,20140916T000000,816000.0,3,1.5,1180,8545,1.0,0,0,3,8,1180,0,1952,0,98004,47.624,-122.2,1660,9000 +5706201140,20141121T000000,533250.0,4,1.75,1520,15398,1.0,0,0,4,7,1370,150,1960,0,98027,47.5265,-122.05,1840,12500 +3034200198,20140603T000000,689800.0,3,2.75,2390,9313,1.0,0,0,5,8,1390,1000,1942,0,98133,47.7209,-122.331,2390,12712 +4077800017,20140813T000000,775000.0,4,2.75,2740,6200,1.5,0,3,4,8,1820,920,1947,0,98125,47.7084,-122.277,2430,6000 +1245500099,20150506T000000,702000.0,3,2.5,2190,8528,1.0,0,0,3,8,1760,430,1991,0,98033,47.6943,-122.209,2060,9811 +4435000705,20140708T000000,160000.0,3,1.0,1350,8700,1.5,0,0,3,6,1350,0,1942,0,98188,47.4497,-122.289,1300,8700 +4435000705,20150309T000000,255500.0,3,1.0,1350,8700,1.5,0,0,3,6,1350,0,1942,0,98188,47.4497,-122.289,1300,8700 +2225059118,20141202T000000,949000.0,4,2.75,2980,42253,1.0,0,0,4,9,1860,1120,1973,0,98005,47.6392,-122.163,2980,42253 +5126900405,20140731T000000,169500.0,2,1.0,790,7450,1.0,0,0,4,6,790,0,1944,0,98058,47.4743,-122.17,800,7450 +5603800110,20140915T000000,586000.0,4,2.25,2130,9000,2.0,0,0,4,8,2130,0,1965,0,98006,47.5716,-122.159,2110,10431 +2426059076,20150203T000000,680000.0,4,2.5,2700,37431,1.0,0,0,4,8,1600,1100,1978,0,98072,47.7258,-122.117,2290,37431 +3260200110,20141208T000000,851500.0,3,2.0,3200,18184,1.0,0,0,5,8,2000,1200,1977,0,98005,47.6034,-122.172,1670,7416 +4235401055,20140514T000000,582500.0,2,1.5,1159,4800,1.0,0,0,3,7,1159,0,1948,0,98199,47.6592,-122.399,1640,4800 +1550000463,20140826T000000,637000.0,4,3.5,3080,118918,2.0,0,0,3,9,3080,0,2008,0,98019,47.7721,-121.924,1830,434728 +1823049144,20150128T000000,225000.0,3,1.0,1000,9295,1.0,0,0,3,7,1000,0,1955,0,98146,47.484,-122.346,1320,13500 +7012200215,20141231T000000,795000.0,3,3.25,2260,3727,2.0,0,0,3,8,1880,380,2003,0,98119,47.6422,-122.361,1600,4800 +5149300100,20140818T000000,304999.0,4,2.25,2270,9600,1.0,0,0,3,7,1290,980,1976,0,98023,47.3261,-122.355,1930,15000 +7335400215,20150505T000000,95000.0,1,0.75,760,5746,1.0,0,0,4,5,760,0,1915,0,98002,47.3046,-122.215,970,6696 +7227501450,20141016T000000,240000.0,4,1.75,1420,5382,1.0,0,0,5,5,1040,380,1942,0,98056,47.4946,-122.187,1150,5382 +8146300025,20140813T000000,772000.0,4,2.5,2500,8680,1.0,0,0,4,7,1250,1250,1958,0,98004,47.6073,-122.192,2140,8680 +3530540090,20141113T000000,245000.0,2,1.5,1450,6258,1.0,0,0,4,8,1450,0,1983,0,98198,47.3785,-122.322,1460,5375 +9284802215,20141205T000000,430000.0,5,3.0,2500,5750,1.0,0,0,3,8,1430,1070,1999,0,98126,47.551,-122.369,1980,7130 +1250202430,20140611T000000,799000.0,3,1.5,2210,6300,1.5,0,0,5,8,2210,0,1916,0,98144,47.5892,-122.29,2700,6300 +1241900028,20150417T000000,880000.0,5,2.75,3020,9187,2.0,0,0,3,9,3020,0,2007,0,98033,47.6806,-122.167,2250,9675 +8691400600,20141208T000000,750000.0,4,2.5,3290,7538,2.0,0,0,3,9,3290,0,2004,0,98075,47.598,-121.972,3450,7538 +1118000301,20141219T000000,2890000.0,4,4.0,5780,7173,2.0,0,0,3,11,4130,1650,2008,0,98112,47.6374,-122.288,3930,7994 +3905081500,20140604T000000,532000.0,3,2.5,1820,4910,2.0,0,0,3,8,1820,0,1993,0,98029,47.5703,-121.996,2090,6668 +5611000090,20140805T000000,525000.0,4,2.75,2500,10330,1.0,0,0,4,8,1380,1120,1978,0,98155,47.7743,-122.286,2270,10430 +2013800705,20141117T000000,239000.0,2,1.0,1210,9375,1.0,0,1,4,7,1210,0,1952,0,98198,47.3865,-122.322,1680,8400 +9276200850,20140616T000000,460000.0,2,1.5,1090,4000,1.0,0,0,3,8,970,120,1951,0,98116,47.5798,-122.393,1700,4000 +2785000110,20140605T000000,540000.0,4,2.25,1330,8400,1.5,0,0,3,8,1330,0,1962,0,98005,47.6078,-122.169,2270,10146 +2919702655,20140606T000000,475000.0,2,1.0,890,4590,1.0,0,0,3,7,890,0,1923,0,98117,47.6901,-122.362,1310,4590 +3942900115,20150421T000000,445000.0,3,1.75,1360,4998,1.0,0,0,3,8,1360,0,1968,2014,98108,47.547,-122.302,1350,4998 +5452301810,20140905T000000,1575000.0,5,3.75,4220,9240,2.0,0,2,5,11,3420,800,1991,0,98040,47.5895,-122.229,3380,9240 +5104511730,20150409T000000,549950.0,4,2.5,3780,6800,2.0,0,0,3,8,3780,0,2004,0,98038,47.3526,-122.012,3640,7326 +3923400123,20141017T000000,294950.0,4,2.0,2610,14321,1.5,0,0,4,6,1690,920,1940,0,98188,47.4672,-122.296,1630,8599 +2249500367,20141021T000000,736000.0,3,2.5,1980,2975,3.0,0,2,3,8,1980,0,1993,0,98109,47.6294,-122.344,1980,3144 +2916600110,20150430T000000,214946.0,3,1.75,1290,8688,1.0,0,0,4,7,1290,0,1980,0,98042,47.3655,-122.08,1750,9090 +3629921140,20141030T000000,856000.0,5,3.25,3620,5500,2.0,0,2,3,9,3620,0,2003,0,98029,47.5442,-121.996,3260,5500 +8682250090,20140504T000000,775000.0,2,2.5,2680,7392,1.0,0,0,3,9,2680,0,2004,0,98053,47.717,-122.026,2315,7045 +6929602605,20150203T000000,205000.0,3,1.75,1200,8631,1.0,0,0,3,7,1200,0,1959,0,98198,47.3864,-122.308,1564,8115 +8550001515,20141001T000000,429592.0,2,2.75,1992,10946,1.5,1,4,5,6,1288,704,1903,0,98070,47.3551,-122.475,1110,8328 +1775800740,20150206T000000,414250.0,4,1.75,1640,13566,1.0,0,0,4,7,1120,520,1977,0,98072,47.7423,-122.099,1470,13530 +1773101340,20150202T000000,399950.0,4,2.75,1920,4400,1.0,0,0,4,6,960,960,1906,0,98106,47.5532,-122.365,1040,4400 +5561710110,20141014T000000,319990.0,3,2.25,1840,7326,1.0,0,0,5,7,1370,470,1979,0,98031,47.3958,-122.168,2050,7475 +1115800110,20150109T000000,524000.0,3,1.5,1310,9471,1.0,0,0,4,8,1310,0,1970,0,98052,47.6644,-122.148,2100,9449 +2131701240,20150108T000000,349950.0,2,1.0,1050,6317,1.5,0,0,4,7,1050,0,1913,0,98019,47.7364,-121.981,1600,9616 +8827901450,20141031T000000,889000.0,4,2.5,2570,4480,1.5,0,0,4,8,1580,990,1927,0,98105,47.6701,-122.291,2070,4480 +4302200336,20140707T000000,300000.0,3,1.0,930,5160,1.5,0,0,5,6,930,0,1919,0,98106,47.5256,-122.357,1060,5160 +7550800916,20140602T000000,395000.0,1,1.0,730,3000,1.0,0,0,3,7,730,0,1911,0,98107,47.6741,-122.396,1520,5000 +534000112,20150203T000000,348000.0,2,2.5,1270,1242,3.0,0,0,3,7,1270,0,2008,0,98117,47.701,-122.362,1280,1199 +3885801450,20150226T000000,830000.0,2,1.0,1150,6000,1.0,0,1,4,7,710,440,1921,0,98033,47.6841,-122.213,2450,7200 +522059013,20140612T000000,173000.0,2,1.0,820,10450,1.0,0,0,4,7,820,0,1965,0,98055,47.4261,-122.199,1240,11200 +3342700405,20140522T000000,585000.0,4,1.75,3000,42200,1.0,0,3,3,7,1500,1500,1950,0,98056,47.5265,-122.202,2500,9821 +9276201140,20150213T000000,576750.0,3,2.0,2220,5000,1.0,0,0,4,7,1110,1110,1966,0,98116,47.5807,-122.394,1450,5000 +7972601280,20150504T000000,495000.0,5,3.25,2500,7620,1.0,0,3,3,7,1250,1250,1962,0,98106,47.5298,-122.344,2020,7620 +2734100734,20141015T000000,216650.0,3,3.5,1540,1427,2.0,0,0,3,7,1360,180,2007,0,98109,47.542,-122.322,1220,4000 +4022900077,20150413T000000,615000.0,4,2.75,2750,15450,1.0,0,0,3,8,1800,950,1978,0,98155,47.7749,-122.283,2750,10620 +1777600490,20141024T000000,675000.0,4,2.5,3130,12463,1.0,0,0,4,8,1620,1510,1978,0,98006,47.569,-122.127,2740,11779 +2193310300,20150401T000000,510000.0,3,2.0,1430,9250,1.0,0,0,4,8,990,440,1983,0,98052,47.6952,-122.096,1830,8003 +2322069168,20140507T000000,630000.0,3,2.5,2680,327135,2.0,0,0,3,8,2680,0,1995,0,98010,47.3783,-122.003,2020,60080 +7885800900,20140801T000000,359950.0,4,2.5,3010,5701,2.0,0,0,3,8,3010,0,2003,0,98042,47.3492,-122.152,3010,5772 +1545800090,20141003T000000,265000.0,3,1.5,1530,7500,1.5,0,0,3,7,1530,0,1986,0,98038,47.3639,-122.055,2080,11250 +7131300025,20140521T000000,210000.0,3,1.0,1240,4842,1.0,0,0,4,6,1240,0,1916,0,98118,47.5166,-122.269,1540,5110 +3221079055,20150325T000000,367000.0,3,2.5,2260,93218,1.0,0,2,4,6,2260,0,1998,0,98022,47.2582,-121.935,2180,111078 +9184700535,20150413T000000,1075000.0,4,2.25,2820,5000,1.5,0,2,4,9,1800,1020,1926,0,98122,47.6097,-122.287,2880,6000 +1877500090,20150211T000000,756000.0,3,2.5,3560,8297,1.0,0,2,4,8,1650,1910,1948,0,98199,47.6473,-122.407,2760,8297 +723049476,20140724T000000,203000.0,3,2.25,1630,9145,1.0,0,0,3,7,1630,0,1960,0,98146,47.5,-122.347,1630,9206 +8556800100,20150121T000000,535000.0,4,2.5,2880,23994,2.0,0,3,3,9,2880,0,2002,0,98022,47.2124,-122.005,2470,17009 +9830200475,20150323T000000,525000.0,3,3.25,2200,7440,2.0,0,0,4,7,1710,490,1947,0,98118,47.5409,-122.268,1260,6765 +2525000690,20150309T000000,347500.0,3,1.75,1620,7500,1.0,0,0,3,7,1220,400,1981,0,98059,47.4815,-122.162,1470,7938 +1891100090,20140505T000000,620000.0,3,1.75,1480,2185,2.5,0,0,3,9,1480,0,2005,0,98034,47.6945,-122.17,1480,2441 +3447000100,20150422T000000,645000.0,4,2.5,2250,10696,2.0,0,0,3,8,2250,0,1996,0,98006,47.5715,-122.128,2340,13286 +1118001295,20141203T000000,2200000.0,4,3.0,3540,11098,2.0,0,0,3,10,3000,540,1940,0,98112,47.634,-122.288,3430,8214 +7968460110,20140619T000000,280000.0,3,2.0,1790,42399,1.0,0,0,4,7,1790,0,1990,0,98092,47.3143,-122.134,1330,40015 +5101406489,20150501T000000,432000.0,3,2.0,1400,6380,1.0,0,0,4,7,700,700,1924,0,98125,47.7015,-122.316,1690,5800 +9275702350,20141222T000000,790000.0,3,1.5,2390,4452,2.0,0,1,3,9,1790,600,1929,0,98126,47.5826,-122.378,2610,5000 +7752000090,20150113T000000,635000.0,4,1.75,2400,10050,1.0,0,0,5,8,2400,0,1957,0,98008,47.6339,-122.124,1680,10050 +293000165,20140819T000000,442000.0,3,1.5,2050,6384,1.0,0,0,3,7,1350,700,1958,0,98126,47.5325,-122.378,1590,7214 +7852100110,20150422T000000,490000.0,4,3.0,2640,5267,2.0,0,0,3,7,2640,0,2001,0,98065,47.5298,-121.88,2640,5670 +1311000600,20140925T000000,250000.0,5,1.75,2320,7700,1.0,0,0,5,7,1290,1030,1962,0,98001,47.3426,-122.285,1740,7210 +1732800820,20140619T000000,1325000.0,4,2.5,2440,3600,2.5,0,0,4,8,2440,0,1902,0,98119,47.6298,-122.362,2440,5440 +7893203565,20141027T000000,120000.0,3,1.0,1260,7500,1.0,0,0,3,6,1260,0,1954,0,98198,47.4191,-122.33,1260,7500 +2524049166,20140918T000000,2950000.0,5,4.75,6240,47480,1.0,0,3,3,11,4610,1630,2003,0,98040,47.5317,-122.233,4170,17668 +9406550100,20140923T000000,325000.0,4,2.5,1930,8458,2.0,0,0,3,7,1930,0,1993,0,98038,47.3645,-122.039,1670,9485 +3327000090,20140612T000000,210000.0,4,1.75,1200,7680,1.0,0,0,3,7,1200,0,1968,0,98092,47.3138,-122.192,1490,7800 +1220000100,20150504T000000,215000.0,1,1.0,970,7639,1.0,0,0,4,5,570,400,1920,0,98166,47.4655,-122.346,1360,7380 +1066600025,20141029T000000,387000.0,3,1.75,1810,10800,1.0,0,0,5,8,1210,600,1968,0,98056,47.5236,-122.184,1800,10800 +3626039228,20140918T000000,408000.0,3,1.0,1380,7015,1.5,0,0,4,7,1380,0,1925,0,98117,47.6987,-122.36,1160,6700 +7635801032,20140710T000000,410000.0,3,1.0,1470,6500,1.0,0,0,4,7,1470,0,1953,0,98166,47.473,-122.362,1470,9300 +4364700600,20141216T000000,216000.0,3,1.0,1010,7920,1.0,0,0,3,6,1010,0,1925,0,98126,47.5249,-122.37,1520,7560 +4364700600,20150330T000000,390000.0,3,1.0,1010,7920,1.0,0,0,3,6,1010,0,1925,0,98126,47.5249,-122.37,1520,7560 +7774200236,20141211T000000,357000.0,3,1.5,1340,11744,1.0,0,0,2,7,1340,0,1950,0,98146,47.4947,-122.36,2020,13673 +8025700590,20140519T000000,215000.0,3,1.0,970,7275,1.0,0,0,4,7,970,0,1970,0,98031,47.4006,-122.188,1750,7200 +7129302095,20150213T000000,265000.0,3,1.0,1122,6554,1.5,0,0,3,5,1122,0,1900,0,98118,47.5135,-122.257,1610,5650 +2997800076,20141209T000000,589950.0,3,2.75,1670,1350,3.0,0,0,3,9,1350,320,2014,0,98116,47.5763,-122.408,1520,4800 +7740100015,20150206T000000,440000.0,3,1.75,2840,16851,1.0,0,3,3,8,1600,1240,1950,0,98155,47.7458,-122.287,2650,11063 +5279100625,20150429T000000,248000.0,2,1.0,770,8600,1.0,0,0,4,4,770,0,1914,0,98027,47.5325,-122.031,1420,6960 +1126059144,20140911T000000,730000.0,3,2.25,2040,130680,2.0,0,0,3,9,2040,0,1977,0,98072,47.7584,-122.136,3080,39630 +5409800110,20150119T000000,425000.0,4,2.5,3052,12145,2.0,0,0,3,8,3052,0,2004,0,98003,47.2598,-122.304,2767,8604 +7963900100,20140912T000000,680000.0,3,2.5,2620,14248,2.0,0,0,4,8,1830,790,1977,0,98004,47.6281,-122.194,2620,12343 +9264910100,20150218T000000,341500.0,5,2.25,3120,10400,2.0,0,0,3,8,3120,0,1980,0,98023,47.3097,-122.34,2160,8267 +8819900449,20150508T000000,395000.0,2,1.0,1100,3975,1.0,0,0,3,7,900,200,1950,0,98105,47.6701,-122.286,1110,4280 +1525059160,20140731T000000,1225000.0,4,2.75,3410,95396,1.5,0,0,4,10,3410,0,1962,0,98005,47.6547,-122.158,3721,35352 +7526800100,20140708T000000,695500.0,5,2.75,2510,9180,1.0,0,1,4,8,1600,910,1975,0,98052,47.6389,-122.098,2650,9780 +6385100100,20141002T000000,308000.0,3,1.75,1680,8629,1.0,0,0,3,8,1200,480,1977,0,98198,47.3662,-122.319,1990,8400 +2085200261,20150218T000000,422500.0,3,2.0,1960,6450,1.0,0,0,4,7,1000,960,1977,0,98038,47.3972,-122.029,1660,20720 +3522900061,20150421T000000,418000.0,2,1.0,1040,6900,1.0,0,0,4,7,1040,0,1915,0,98136,47.5411,-122.391,1620,6280 +2570500090,20141007T000000,385000.0,5,1.5,1750,9780,1.5,0,0,4,7,1750,0,1961,0,98028,47.7755,-122.235,1750,10295 +5482700100,20140512T000000,876650.0,3,3.25,2170,12508,1.5,0,0,5,9,1650,520,1928,1970,98040,47.5665,-122.229,2720,21070 +567000268,20140821T000000,450000.0,3,2.5,1639,2710,2.0,0,0,3,8,1479,160,2003,0,98144,47.5924,-122.294,1580,1733 +3649100315,20140625T000000,418800.0,4,2.25,2100,9984,1.0,0,0,4,7,1290,810,1973,0,98028,47.7365,-122.242,1930,10511 +6821102352,20141008T000000,330000.0,2,1.0,880,1753,2.0,0,0,4,7,880,0,1945,0,98199,47.6475,-122.397,1010,1748 +6072300110,20150416T000000,550000.0,3,1.75,1940,8376,1.0,0,0,4,8,1290,650,1963,0,98006,47.5586,-122.173,2400,8674 +3223049131,20141030T000000,270000.0,4,2.5,2490,11650,1.0,0,0,3,7,1390,1100,1990,0,98148,47.4416,-122.332,2010,10495 +1068000110,20150429T000000,978500.0,3,2.25,2060,7080,2.0,0,0,3,9,1800,260,1940,0,98199,47.6455,-122.409,3070,7500 +2600020100,20140930T000000,975000.0,4,2.5,2720,10455,2.0,0,2,3,10,2500,220,1981,0,98006,47.5564,-122.158,3240,12348 +5422500110,20140725T000000,455000.0,3,2.25,2180,6850,1.0,0,0,3,7,1750,430,1973,0,98034,47.7246,-122.217,1740,7016 +4055700378,20141009T000000,1415000.0,4,3.25,3600,38016,2.0,0,2,3,11,3310,290,1991,0,98034,47.7124,-122.253,2440,22693 +795000820,20150406T000000,220000.0,2,1.0,840,9000,1.0,0,0,5,6,840,0,1951,0,98168,47.5033,-122.329,1350,10400 +925059113,20140813T000000,490000.0,3,2.0,2370,12196,2.0,0,0,4,7,2370,0,1970,0,98033,47.6734,-122.176,1380,12196 +3275000090,20150421T000000,420000.0,4,2.25,2270,9100,2.0,0,0,3,7,2270,0,1978,0,98034,47.7242,-122.17,1710,7910 +8946700100,20141208T000000,408500.0,4,2.5,2720,7043,2.0,0,0,3,9,2720,0,2003,0,98092,47.3315,-122.169,2640,6958 +809002485,20150327T000000,716000.0,3,1.5,1140,4800,1.5,0,0,3,7,1140,0,1915,0,98109,47.6368,-122.354,1260,4800 +5332200405,20140602T000000,965000.0,4,2.5,2460,5000,2.0,0,0,5,8,1620,840,1938,0,98112,47.6282,-122.293,2320,5000 +1775950100,20150113T000000,357823.0,3,1.5,1240,9196,1.0,0,0,3,8,1240,0,1968,0,98072,47.7562,-122.094,1690,10800 +1133000542,20140805T000000,425000.0,3,2.25,1670,9500,1.0,0,0,3,7,1170,500,1977,0,98125,47.7253,-122.309,1470,9500 +7905200315,20150416T000000,711777.0,4,1.75,2220,6731,1.0,0,0,4,7,1110,1110,1953,0,98116,47.5691,-122.391,1600,6350 +3949600090,20141201T000000,335000.0,3,1.0,980,9903,1.0,0,0,4,7,980,0,1966,0,98028,47.7746,-122.239,1830,9903 +9274201730,20140616T000000,825000.0,4,1.5,1890,6938,1.5,0,0,3,8,1890,0,1919,0,98116,47.5896,-122.389,1700,6250 +7883604065,20150501T000000,210000.0,2,1.0,1100,6000,1.5,0,0,4,6,1100,0,1900,0,98108,47.5275,-122.323,1280,6000 +1158700100,20140811T000000,575000.0,2,1.75,2770,19700,2.0,0,0,3,8,1780,990,1983,0,98177,47.7581,-122.365,2360,9700 +7237500110,20150404T000000,1208000.0,4,2.75,4250,10925,2.0,0,0,3,10,4250,0,2003,0,98059,47.5297,-122.14,4650,11544 +8682280490,20140801T000000,431500.0,2,2.0,1370,4866,1.0,0,0,3,8,1370,0,2005,0,98053,47.704,-122.012,1365,4784 +224059111,20140903T000000,475000.0,3,1.5,1480,13457,1.0,0,0,3,7,1480,0,1959,0,98007,47.5914,-122.136,2100,10517 +4141800215,20141126T000000,1495000.0,4,3.75,3770,4000,2.5,0,0,5,9,2890,880,1916,0,98122,47.6157,-122.287,2800,5000 +1822069097,20141223T000000,540000.0,6,3.0,2870,206474,2.0,0,0,3,7,2330,540,1960,1985,98042,47.401,-122.095,2380,59677 +1668500100,20141210T000000,775000.0,3,2.5,3820,35016,2.0,0,0,4,9,3820,0,1987,0,98053,47.6496,-122.041,3010,35190 +1254200615,20140716T000000,635000.0,3,2.5,1530,2978,1.0,0,0,3,7,1210,320,1997,0,98117,47.6796,-122.39,1640,5100 +7135520300,20150407T000000,1300000.0,3,2.75,4120,16365,1.0,0,2,3,12,4120,0,1999,0,98059,47.5265,-122.148,4020,14110 +1755700090,20140801T000000,405000.0,3,2.25,1590,7267,1.0,0,0,4,7,1100,490,1976,0,98133,47.7457,-122.332,2060,8336 +2414600195,20140721T000000,210000.0,3,1.0,1520,8600,1.0,0,0,3,6,1040,480,1951,0,98168,47.5134,-122.335,1320,8600 +3592500985,20150504T000000,880000.0,4,2.5,2350,4675,2.0,0,0,3,9,2150,200,1923,0,98112,47.6344,-122.305,2240,3848 +1003600056,20141024T000000,239000.0,4,2.0,1370,8837,1.5,0,0,3,7,1370,0,1955,0,98188,47.4386,-122.285,1360,9000 +9285800755,20140714T000000,515000.0,3,2.5,1540,6100,1.0,0,0,3,6,770,770,1944,2014,98126,47.5696,-122.378,1710,5950 +1269200229,20140723T000000,1379900.0,3,3.25,3786,38038,1.0,1,4,3,9,1934,1852,1978,2006,98070,47.3907,-122.448,2850,33361 +304100090,20140722T000000,215000.0,4,2.25,1500,5393,2.0,0,0,3,7,1500,0,1999,0,98001,47.3378,-122.262,1500,5952 +7227800110,20150409T000000,315000.0,6,2.0,1750,17685,1.0,0,0,4,5,1750,0,1943,0,98056,47.5096,-122.178,1750,9209 +7507500015,20140730T000000,442500.0,3,1.5,1800,8303,1.0,0,0,3,7,1200,600,1957,0,98133,47.7693,-122.357,1800,8171 +621069146,20140818T000000,311000.0,2,1.75,1180,55321,1.0,0,0,3,8,1180,0,1941,2004,98042,47.3329,-122.091,1480,56192 +263000164,20141217T000000,425000.0,2,1.0,830,6030,1.0,0,0,4,6,830,0,1925,0,98103,47.6994,-122.347,1280,6030 +263000291,20140904T000000,433500.0,3,1.75,1540,9450,1.0,0,0,4,6,1040,500,1919,0,98103,47.6985,-122.348,1200,5400 +1566100625,20140804T000000,450000.0,3,2.25,1610,8296,2.0,0,0,3,8,1610,0,1978,0,98115,47.7,-122.297,1610,8288 +8861500015,20140520T000000,675000.0,3,2.25,1990,10260,2.0,0,0,4,8,1990,0,1987,0,98052,47.6801,-122.115,1990,10260 +8961990090,20140624T000000,535000.0,3,2.5,2070,4132,2.0,0,0,3,8,2070,0,1999,0,98074,47.6036,-122.015,1530,5606 +3584900090,20140613T000000,577000.0,3,1.75,1760,12874,1.0,0,0,4,7,1230,530,1967,0,98005,47.5906,-122.167,1950,10240 +8902000407,20141217T000000,480000.0,3,1.75,1740,8528,1.0,0,0,4,7,1290,450,1939,0,98125,47.7097,-122.303,1610,8528 +3026059014,20150112T000000,400000.0,3,1.5,1950,4473,1.0,0,0,4,6,1530,420,1914,0,98034,47.7094,-122.228,2670,14256 +7304300906,20140613T000000,304000.0,3,1.0,1280,8184,1.5,0,0,4,6,1280,0,1947,0,98155,47.7467,-122.319,1120,8184 +8155820110,20150325T000000,355000.0,3,1.75,1460,7203,1.0,0,0,3,7,1460,0,1990,0,98056,47.5049,-122.189,1570,7203 +722069232,20140905T000000,998000.0,4,3.25,3770,982998,2.0,0,0,3,10,3770,0,1992,0,98058,47.414,-122.087,2290,37141 +1825069031,20140814T000000,550000.0,4,1.75,2410,8447,2.0,0,3,4,8,2060,350,1936,1980,98074,47.6499,-122.088,2520,14789 +1825069031,20141016T000000,550000.0,4,1.75,2410,8447,2.0,0,3,4,8,2060,350,1936,1980,98074,47.6499,-122.088,2520,14789 +3348401584,20140821T000000,210000.0,3,1.75,1400,7300,2.0,0,0,3,6,1400,0,1948,0,98178,47.4999,-122.268,1440,10825 +8029500100,20150226T000000,317000.0,3,2.5,2100,7587,2.0,0,0,3,9,2100,0,1990,0,98023,47.3072,-122.391,2330,8119 +7964410100,20150504T000000,700000.0,4,3.5,5360,25800,1.0,0,0,3,9,3270,2090,1971,0,98074,47.6099,-122.054,2650,21781 +1457500026,20140616T000000,265000.0,3,1.0,1000,9150,1.0,0,0,3,7,1000,0,1969,0,98059,47.4829,-122.124,1490,10647 +7215730590,20140902T000000,700000.0,4,3.5,3150,6175,2.0,0,0,3,9,3150,0,2001,0,98075,47.5966,-122.017,3150,6986 +7525530100,20140908T000000,1020000.0,5,3.5,4180,17841,2.0,0,2,3,10,3160,1020,1990,0,98075,47.5618,-122.037,3260,12608 +1925059194,20141209T000000,1145000.0,4,2.25,2840,20242,1.0,0,0,3,8,2240,600,1972,0,98004,47.639,-122.216,2840,20372 +5561401110,20140627T000000,460000.0,4,2.5,2110,35091,1.0,0,0,4,8,1290,820,1985,0,98027,47.467,-122.014,2740,36427 +7173700524,20140924T000000,410000.0,2,1.5,1660,4000,1.0,0,0,3,7,1000,660,1950,0,98115,47.6832,-122.304,1570,5500 +9828202215,20140905T000000,665000.0,4,3.0,2160,4400,1.0,0,0,5,7,1320,840,1921,0,98122,47.6163,-122.293,1430,4400 +4113800300,20150414T000000,600000.0,4,2.5,2420,7744,2.0,0,0,3,9,2420,0,1994,0,98056,47.534,-122.18,2820,11129 +6145600855,20150504T000000,502000.0,4,1.75,1920,3844,1.0,0,0,3,7,1170,750,1967,0,98133,47.7041,-122.353,1480,3844 +2130702350,20140604T000000,364950.0,4,2.5,2310,8030,2.0,0,0,3,7,2310,0,1978,0,98019,47.7433,-121.982,1780,8041 +8815400735,20140529T000000,680000.0,3,2.25,2330,4000,1.5,0,2,5,7,1520,810,1927,0,98115,47.6732,-122.29,1870,4000 +5152600090,20140708T000000,235500.0,5,2.5,2340,13713,1.0,0,0,2,8,1670,670,1967,0,98003,47.3307,-122.324,2080,11000 +7852090750,20140721T000000,576000.0,4,2.5,2590,5756,2.0,0,0,3,8,2590,0,2001,0,98065,47.5356,-121.875,2620,6109 +2488200459,20140505T000000,405000.0,2,3.0,1410,1240,2.0,0,0,3,8,1140,270,2006,0,98136,47.5221,-122.39,1410,1273 +8035600590,20140716T000000,335000.0,3,2.75,2850,8039,1.0,0,0,4,8,1540,1310,1989,0,98031,47.4141,-122.204,2240,7727 +4438000165,20150420T000000,122000.0,2,1.0,730,6728,1.0,0,0,3,6,730,0,1953,0,98148,47.4275,-122.324,1170,7034 +6744700423,20140606T000000,432000.0,3,1.75,1470,6250,1.0,0,3,4,7,1070,400,1939,0,98155,47.7394,-122.288,2630,7050 +2473002100,20140827T000000,375000.0,4,2.25,2330,11400,1.0,0,0,4,8,2330,0,1974,0,98058,47.4495,-122.148,2640,10200 +4399200245,20140625T000000,276000.0,4,2.25,2460,11250,1.0,0,0,4,8,2460,0,1959,0,98002,47.3182,-122.212,1630,10216 +1326059085,20140721T000000,450000.0,3,2.25,2080,111513,1.5,0,0,3,8,1680,400,1977,0,98072,47.7403,-122.112,2440,107157 +6324000090,20150511T000000,210000.0,2,1.0,990,8140,1.0,0,0,1,6,990,0,1910,0,98116,47.5828,-122.382,2150,5000 +9542830600,20141121T000000,279000.0,3,2.5,1450,4106,2.0,0,0,3,7,1450,0,2011,0,98038,47.3655,-122.019,2000,4000 +2767604580,20150223T000000,635000.0,3,1.75,1340,3900,2.0,0,0,5,7,1340,0,1900,0,98107,47.6711,-122.379,1470,1611 +662310900,20150220T000000,350000.0,3,2.5,2730,7372,2.0,0,0,3,9,2730,0,1998,0,98023,47.2831,-122.346,2710,8343 +1432600100,20140924T000000,218000.0,3,1.0,1140,7560,1.0,0,0,4,6,1140,0,1958,0,98058,47.4624,-122.185,1300,7560 +8928100025,20150324T000000,750000.0,4,1.5,1950,6300,1.5,0,1,3,7,1650,300,1944,0,98115,47.6819,-122.271,1760,6300 +1221039058,20150213T000000,310597.0,4,1.75,2000,25700,1.0,0,0,4,7,1150,850,1958,0,98023,47.32,-122.362,2420,27500 +3840700600,20150401T000000,355000.0,3,1.0,900,37800,1.0,0,0,4,5,700,200,1923,0,98034,47.7146,-122.234,1750,11998 +8691410100,20140527T000000,735000.0,5,2.75,3390,5211,2.0,0,0,3,9,3390,0,2004,0,98075,47.5977,-121.981,3210,5211 +7883607645,20140602T000000,155000.0,1,1.0,720,6000,1.0,0,0,3,6,720,0,1940,0,98108,47.5266,-122.316,1040,6000 +9435300051,20140611T000000,354000.0,3,1.0,940,10368,1.0,0,0,3,7,940,0,1965,0,98052,47.6608,-122.133,2090,9620 +6179900090,20150507T000000,415000.0,3,1.75,1770,10513,1.0,0,0,4,7,1400,370,1982,0,98028,47.7726,-122.266,2070,9968 +6840700165,20140701T000000,202000.0,1,1.0,590,833,1.0,0,0,4,7,590,0,1926,0,98122,47.6082,-122.299,780,1617 +2768301217,20150506T000000,580000.0,3,2.5,1980,1873,2.0,0,0,3,7,1470,510,1996,0,98107,47.6659,-122.369,1500,1873 +629000615,20141022T000000,1495000.0,4,3.25,3070,10375,2.0,0,0,3,10,2180,890,1962,2005,98004,47.5862,-122.198,2500,11194 +7202360600,20141008T000000,790000.0,4,2.5,3500,7519,2.0,0,0,3,9,3500,0,2004,0,98053,47.6799,-122.024,3920,7982 +7852020590,20150305T000000,499900.0,3,2.5,2100,5112,2.0,0,0,3,8,2100,0,1999,0,98065,47.5338,-121.867,2100,4370 +2023039160,20150423T000000,525000.0,4,2.25,2620,98881,1.0,0,0,3,7,1820,800,1952,0,98070,47.4662,-122.453,1728,95832 +2597520090,20140622T000000,810000.0,4,2.5,2810,10613,2.0,0,0,3,9,2810,0,1989,0,98006,47.5424,-122.141,2800,9933 +8631600025,20150220T000000,425000.0,4,1.5,2290,8773,1.0,0,0,4,7,1330,960,1947,0,98133,47.7173,-122.33,1740,7058 +8100000110,20141226T000000,241250.0,3,1.75,1350,7588,1.0,0,0,3,7,1350,0,1993,0,98010,47.3123,-122.023,1470,7341 +5151800015,20141112T000000,318700.0,4,2.5,2770,19116,1.0,0,0,4,8,1600,1170,1961,0,98003,47.3386,-122.319,2730,18429 +9521101055,20140827T000000,720000.0,4,1.75,2530,5000,1.5,0,2,5,8,2070,460,1917,0,98103,47.6624,-122.348,1950,3600 +2475901105,20140715T000000,291000.0,3,1.0,1280,10500,1.5,0,0,4,5,1280,0,1941,0,98024,47.566,-121.894,1410,10500 +1726069202,20140718T000000,420000.0,3,1.75,1060,38644,1.0,0,0,3,7,1060,0,1983,0,98077,47.7442,-122.072,1310,11416 +3530450100,20140726T000000,210000.0,2,1.75,1000,3554,1.0,0,0,4,8,1000,0,1975,0,98198,47.3811,-122.32,1150,4000 +8941800100,20150427T000000,645000.0,3,3.25,3870,11000,2.0,0,2,3,9,2970,900,1991,0,98106,47.5545,-122.354,2970,11000 +809002215,20140519T000000,762000.0,5,2.0,3370,5000,1.5,0,0,4,7,2140,1230,1907,0,98109,47.6373,-122.35,1920,3200 +6209000165,20140724T000000,247500.0,4,1.75,2290,7765,1.0,0,0,3,6,2290,0,1936,1953,98146,47.4997,-122.353,1240,8215 +4178500100,20140723T000000,282500.0,3,2.25,1670,7150,2.0,0,0,4,7,1670,0,1990,0,98042,47.3603,-122.088,1570,7040 +1523069086,20140605T000000,395000.0,3,1.75,1460,22651,1.0,0,0,4,7,1460,0,1961,0,98027,47.4861,-122.03,2030,49222 +6121000090,20140616T000000,295000.0,3,1.75,1770,8235,1.0,0,0,3,7,1030,740,1960,0,98148,47.4323,-122.328,1560,8918 +3342100785,20140826T000000,235000.0,2,1.0,820,5100,1.0,0,0,4,6,820,0,1954,0,98056,47.5175,-122.205,2270,5100 +6012500100,20141001T000000,770000.0,3,1.75,1900,6334,1.0,0,2,3,8,1450,450,1948,0,98105,47.6675,-122.276,1530,6334 +8682291720,20140508T000000,559950.0,2,2.0,1870,4950,1.0,0,0,3,8,1870,0,2006,0,98053,47.7195,-122.022,1670,4800 +5041300100,20140710T000000,639000.0,4,2.0,1840,5419,1.0,0,0,4,7,920,920,1942,0,98199,47.6483,-122.404,1800,5419 +2473101140,20150428T000000,314950.0,3,1.0,1590,8470,1.0,0,0,4,7,1140,450,1967,0,98058,47.4473,-122.159,1570,9375 +8121100600,20150324T000000,525000.0,3,1.0,1640,6180,1.0,0,0,4,7,1640,0,1946,0,98118,47.5682,-122.284,1540,6180 +724069059,20140509T000000,2400000.0,3,2.25,3000,11665,1.5,1,4,3,11,3000,0,2001,0,98075,47.5884,-122.086,3000,15959 +2755200110,20140602T000000,820000.0,3,1.75,2160,6272,1.0,0,0,4,8,1390,770,1960,0,98115,47.6777,-122.306,1290,5376 +6169901130,20140911T000000,1385000.0,3,3.0,2490,3600,2.0,0,3,4,8,1790,700,1911,0,98119,47.6313,-122.369,2490,3600 +6385000025,20141017T000000,521450.0,3,2.0,1290,5700,1.0,0,0,5,7,1290,0,1950,0,98116,47.5713,-122.397,1160,5700 +509000090,20141006T000000,760750.0,3,2.5,3190,49137,2.0,0,0,3,9,3190,0,1988,0,98074,47.6027,-122.043,3240,53143 +622059031,20140604T000000,759600.0,4,1.0,1540,115434,1.5,0,0,4,7,1540,0,1923,0,98031,47.4163,-122.22,2027,23522 +5358300100,20140619T000000,346150.0,3,2.0,2140,7200,1.0,0,0,4,8,1480,660,1966,0,98056,47.5084,-122.185,2070,7220 +4459800100,20150422T000000,390000.0,2,1.0,980,3800,1.0,0,0,3,7,980,0,1926,0,98103,47.6903,-122.34,1520,5010 +2473371780,20140924T000000,359950.0,5,2.25,2450,9432,2.0,0,0,3,8,2450,0,1973,0,98058,47.4519,-122.13,2310,9100 +9393700110,20140603T000000,430000.0,3,2.0,1360,5120,1.5,0,0,4,6,910,450,1924,0,98116,47.5587,-122.393,1440,5120 +8691360490,20150424T000000,960000.0,4,3.5,4610,11676,2.0,0,0,3,10,4610,0,2000,0,98075,47.6011,-121.983,3900,11164 +9175600025,20141007T000000,800000.0,7,6.75,7480,41664,2.0,0,2,3,11,5080,2400,1953,0,98166,47.4643,-122.368,2810,33190 +7605800090,20150108T000000,1010000.0,3,2.5,2860,5805,2.0,0,0,3,9,2860,0,1999,0,98005,47.6218,-122.16,2360,5832 +7334500090,20150120T000000,290000.0,3,2.0,1810,11456,1.0,0,0,3,7,1810,0,1970,0,98045,47.4648,-121.756,1360,12931 +8964800930,20150317T000000,1350000.0,4,2.0,2240,10296,1.0,0,0,5,8,2240,0,1948,0,98004,47.6177,-122.217,2500,10918 +2260800110,20140513T000000,777000.0,3,3.25,3610,59677,2.0,0,0,3,10,2440,1170,2003,0,98027,47.5464,-122.088,3130,65775 +7550800945,20141007T000000,526000.0,2,1.0,1450,4500,1.5,0,0,4,7,1450,0,1921,0,98107,47.6739,-122.396,1470,5000 +1972205338,20150418T000000,550000.0,3,3.5,1450,1091,2.0,0,0,3,8,1200,250,2007,0,98119,47.6475,-122.359,1490,3017 +2946000590,20141223T000000,276000.0,3,1.5,1820,8750,1.0,0,0,4,7,1200,620,1958,0,98198,47.4213,-122.322,1500,8000 +5700003585,20141229T000000,2500000.0,5,3.25,5620,12672,2.0,0,0,4,11,4140,1480,1916,0,98144,47.5786,-122.287,4470,8050 +7129302235,20150122T000000,325000.0,3,1.75,2080,6554,1.0,0,0,3,7,1040,1040,1950,0,98118,47.5135,-122.257,1230,5650 +3278602490,20140926T000000,365000.0,3,2.5,1780,1754,3.0,0,0,3,8,1780,0,2007,0,98126,47.548,-122.373,1780,1607 +685000115,20141007T000000,2150000.0,8,6.0,4340,9415,2.0,0,0,3,8,4340,0,1967,0,98004,47.6316,-122.202,2050,9100 +3423600025,20150305T000000,825050.0,4,3.25,2860,3680,2.0,0,0,3,9,1980,880,1925,1993,98115,47.6752,-122.3,2010,3680 +7173700518,20140721T000000,690000.0,3,1.5,2540,9520,1.0,0,0,3,8,1500,1040,1959,0,98115,47.6834,-122.306,1870,6800 +3277801450,20150415T000000,390000.0,4,1.0,1140,6250,1.5,0,0,3,6,1140,0,1958,0,98126,47.5433,-122.375,1140,1370 +1862400518,20150304T000000,385000.0,3,2.0,1320,1297,3.0,0,0,3,7,1320,0,1995,0,98117,47.6959,-122.376,1380,1503 +8078350090,20150331T000000,619000.0,3,2.5,2040,7503,2.0,0,0,3,8,2040,0,1987,0,98029,47.5718,-122.021,2170,7503 +1423089118,20150325T000000,494000.0,4,2.25,1790,42000,1.0,0,0,3,7,1170,620,1983,0,98045,47.4819,-121.744,2060,50094 +7980900011,20150427T000000,412450.0,3,2.0,1910,13505,1.0,0,0,3,8,1910,0,1955,0,98034,47.7114,-122.23,2010,8000 +5309100750,20150123T000000,580000.0,3,1.75,1460,2800,2.0,0,0,3,7,1460,0,1928,0,98117,47.6779,-122.371,1220,4062 +322059097,20141105T000000,269900.0,3,1.5,1420,22100,1.0,0,0,5,7,1420,0,1957,0,98042,47.4193,-122.149,1540,21780 +9834200165,20150406T000000,704300.0,4,1.5,1790,4080,1.5,0,0,5,7,1790,0,1928,0,98144,47.5749,-122.291,1710,4080 +2420069201,20141107T000000,267000.0,3,2.0,1390,6005,2.0,0,0,3,8,1390,0,2005,0,98022,47.2117,-121.99,1264,5550 +4167300300,20140813T000000,310000.0,4,1.75,1880,12150,1.0,0,0,3,7,1280,600,1976,0,98023,47.3272,-122.363,1980,9680 +1105000745,20150123T000000,227064.0,3,1.5,1570,10824,2.0,0,0,3,7,1570,0,1908,0,98118,47.54,-122.275,1530,8125 +8927600100,20140528T000000,925000.0,3,2.5,2690,7000,2.0,0,0,5,7,1840,850,1943,0,98115,47.6784,-122.277,1800,6435 +8078490090,20150508T000000,245000.0,3,1.75,1670,11452,1.0,0,2,3,8,1670,0,1992,0,98022,47.1913,-122.015,1820,11152 +1736100090,20141214T000000,339888.0,3,1.0,1040,7490,1.0,0,0,3,7,1040,0,1969,0,98034,47.7137,-122.213,1520,7410 +3876200100,20140710T000000,439000.0,4,2.0,1560,7500,1.0,0,0,4,7,1560,0,1968,0,98034,47.7281,-122.181,1730,7500 +6844702290,20140527T000000,400000.0,2,1.0,1470,6120,1.0,0,0,2,7,1470,0,1940,0,98115,47.6914,-122.287,1840,6120 +4022906430,20140630T000000,560000.0,3,2.25,2070,15002,1.5,0,0,3,8,2070,0,1955,2013,98155,47.7635,-122.274,2070,15002 +5040800015,20141001T000000,703011.0,2,1.0,1370,5922,1.0,0,2,3,8,1130,240,1941,0,98199,47.6473,-122.406,2460,6759 +9297301055,20141209T000000,363000.0,2,1.0,1120,4800,1.0,0,0,3,7,770,350,1926,0,98126,47.5669,-122.372,1510,4800 +318500300,20140919T000000,650000.0,4,2.75,2640,6240,2.0,0,0,3,9,2640,0,2001,0,98075,47.5788,-122.059,2640,5898 +1839910300,20150106T000000,299950.0,3,1.0,1030,9916,1.0,0,0,4,7,1030,0,1972,0,98034,47.7218,-122.176,1470,9044 +1446400785,20150422T000000,228950.0,3,1.0,1120,6625,1.0,0,0,3,6,1120,0,1942,0,98168,47.4879,-122.332,1120,6794 +4036800015,20141001T000000,465000.0,4,1.75,1730,11700,1.0,0,0,3,7,880,850,1956,0,98008,47.6031,-122.13,1570,7820 +8965500900,20150213T000000,725000.0,3,2.5,2090,9847,2.0,0,2,3,9,2090,0,1983,0,98006,47.5651,-122.114,2860,11483 +3751603173,20140604T000000,212500.0,3,1.0,920,14400,1.0,0,0,4,7,920,0,1977,0,98001,47.2816,-122.269,1170,9600 +3423059140,20140910T000000,526000.0,4,2.25,2970,54450,2.0,0,0,3,8,2970,0,1983,1998,98058,47.4338,-122.146,2260,6465 +114101055,20141223T000000,383000.0,3,2.5,1720,10031,2.0,0,0,3,8,1720,0,1993,0,98028,47.7688,-122.238,2280,5845 +2475200590,20150421T000000,244000.0,3,1.75,1460,4692,1.0,0,0,3,7,1460,0,1988,0,98055,47.472,-122.192,1600,4557 +3856905010,20140805T000000,565000.0,3,1.5,1540,3570,1.5,0,0,5,7,1490,50,1930,0,98105,47.6692,-122.325,1620,4080 +7226500100,20150219T000000,373000.0,8,3.0,2850,12714,1.0,0,0,3,7,2850,0,1959,0,98055,47.4859,-122.205,1480,4942 +3580900090,20140902T000000,300000.0,3,2.0,1310,9855,1.0,0,0,3,7,1310,0,1962,0,98034,47.7296,-122.241,1310,8370 +9558000100,20140520T000000,405000.0,5,2.5,2430,4781,2.0,0,0,3,9,2430,0,2001,0,98058,47.4487,-122.117,2420,4770 +1872900076,20140620T000000,979000.0,3,1.5,1700,14133,1.0,0,1,4,8,1700,0,1954,0,98004,47.6166,-122.22,2630,17376 +1221059112,20141116T000000,324888.0,4,1.75,2160,28750,2.0,0,0,4,8,2160,0,1978,0,98092,47.3212,-122.118,1790,53578 +2877102495,20150429T000000,445000.0,3,1.5,860,3200,1.0,0,0,3,6,860,0,1929,0,98117,47.6791,-122.362,1220,4300 +4400200057,20150221T000000,761000.0,3,3.5,2050,2020,2.0,0,0,3,8,1520,530,2006,0,98112,47.6235,-122.306,1230,3640 +1049010300,20150427T000000,435000.0,4,2.0,1650,4745,1.0,0,0,3,7,1130,520,1972,0,98034,47.7359,-122.18,1650,5184 +6802210090,20140822T000000,252000.0,3,2.25,1570,8410,1.0,0,0,3,7,1180,390,1991,0,98022,47.1942,-121.99,1540,8410 +726049232,20140623T000000,350000.0,3,1.75,1660,10150,1.5,0,0,3,7,1660,0,1957,0,98133,47.7512,-122.342,1640,8906 +3262300940,20141107T000000,875000.0,3,1.0,1220,8119,1.0,0,0,4,7,1220,0,1955,0,98039,47.6328,-122.236,1910,8119 +3262300940,20150210T000000,940000.0,3,1.0,1220,8119,1.0,0,0,4,7,1220,0,1955,0,98039,47.6328,-122.236,1910,8119 +1214700090,20140819T000000,280000.0,3,2.0,1780,11342,1.0,0,0,3,7,1780,0,1964,0,98148,47.4617,-122.327,2140,8449 +8564950300,20140919T000000,450000.0,3,2.5,2180,4226,2.0,0,0,3,8,2180,0,2004,0,98011,47.7733,-122.226,2540,4607 +3321069006,20141231T000000,905000.0,3,2.5,3520,237402,2.5,0,0,3,9,3520,0,2004,0,98092,47.2687,-122.056,2310,165963 +3751601501,20140716T000000,382450.0,3,2.5,2220,20531,2.0,0,0,3,8,2220,0,1998,0,98001,47.2864,-122.264,2420,19249 +1156000100,20141224T000000,246700.0,3,2.0,1610,13309,1.0,0,0,4,7,1610,0,1967,0,98042,47.3398,-122.133,1610,15725 +3972900735,20140814T000000,220000.0,3,1.5,1070,9331,1.0,0,0,3,6,1070,0,1956,0,98155,47.7633,-122.313,1480,8400 +6888900115,20150216T000000,555750.0,3,1.0,1060,4880,1.0,0,0,2,6,910,150,1913,0,98118,47.5545,-122.288,1200,4880 +3031200165,20140611T000000,262500.0,3,1.5,1160,8906,1.0,0,0,3,7,1160,0,1962,0,98118,47.5362,-122.29,1160,8906 +5683000033,20141201T000000,515000.0,2,1.0,910,4725,1.0,0,0,3,7,910,0,1949,0,98115,47.676,-122.281,1600,5200 +7230000265,20140617T000000,499500.0,3,2.5,2970,21907,2.0,0,0,3,9,2970,0,1998,2006,98059,47.4741,-122.099,2040,27917 +985001015,20140604T000000,135000.0,1,1.0,790,13062,1.0,0,0,3,6,790,0,1942,0,98168,47.4919,-122.311,1240,7137 +2815600215,20141118T000000,462500.0,2,2.0,1540,7290,2.0,0,0,3,7,1540,0,1948,1983,98136,47.551,-122.395,1540,7072 +3585900090,20150415T000000,937500.0,4,2.5,3130,21100,1.0,0,4,3,9,2530,600,1956,0,98177,47.7598,-122.372,3680,23000 +5101407370,20150422T000000,458000.0,3,1.5,1470,9570,1.0,0,0,3,7,1280,190,1941,0,98125,47.7032,-122.306,1390,9570 +871001105,20141022T000000,845000.0,4,2.75,3160,7143,1.5,0,0,3,8,2100,1060,1933,0,98199,47.6513,-122.406,2200,6122 +424069233,20140531T000000,660000.0,3,2.25,2675,40910,2.0,0,0,3,8,2675,0,1984,0,98075,47.5916,-122.055,2300,39438 +3830630090,20150417T000000,265000.0,3,2.0,1340,6783,1.0,0,0,4,7,1340,0,1987,0,98030,47.3504,-122.177,1630,6458 +1997200215,20140507T000000,599999.0,9,4.5,3830,6988,2.5,0,0,3,7,2450,1380,1938,0,98103,47.6927,-122.338,1460,6291 +1898310110,20141202T000000,280000.0,3,2.5,1800,8697,2.0,0,0,3,8,1800,0,1987,0,98023,47.3115,-122.4,1770,8390 +3407700047,20141029T000000,1055000.0,3,3.25,2990,189852,2.0,0,0,4,10,2990,0,1974,0,98072,47.746,-122.138,3500,48760 +9542100165,20141107T000000,875000.0,4,3.0,3720,14125,1.0,0,0,4,9,1930,1790,1960,0,98005,47.5911,-122.177,3160,15300 +7140800100,20141014T000000,125000.0,3,1.0,920,7276,1.0,0,0,4,6,920,0,1961,0,98002,47.285,-122.211,1120,7276 +7202340930,20141209T000000,634800.0,4,3.0,3280,4904,2.0,0,0,3,7,3280,0,2005,0,98053,47.6802,-122.033,2600,5004 +9262800057,20150203T000000,269950.0,4,1.0,1440,9600,1.0,0,0,2,7,1440,0,1964,0,98001,47.3168,-122.264,1740,43560 +1159100100,20140620T000000,359950.0,3,2.25,1940,11612,1.0,0,0,4,8,1100,840,1981,0,98178,47.5018,-122.23,2180,8954 +7230900100,20141215T000000,417000.0,3,1.75,1590,11454,1.0,0,0,4,8,1590,0,1979,0,98056,47.5049,-122.186,1970,9960 +8682301910,20140722T000000,389000.0,2,2.0,1340,4122,1.0,0,0,3,8,1340,0,2007,0,98053,47.7182,-122.022,1350,4273 +7701450110,20140815T000000,1038000.0,4,2.5,3770,10893,2.0,0,2,3,11,3770,0,1997,0,98006,47.5646,-122.129,3710,9685 +1725059209,20140929T000000,698000.0,6,2.5,2680,11250,1.0,0,0,5,7,1340,1340,1967,0,98033,47.6553,-122.19,2200,9875 +4025300195,20150318T000000,685000.0,4,2.5,2820,10125,2.0,0,0,3,8,2820,0,2008,0,98155,47.7494,-122.304,1560,10125 +985000900,20141105T000000,198500.0,3,1.75,1520,7137,1.0,0,0,3,5,1520,0,1932,0,98168,47.4924,-122.311,1240,8602 +7140700850,20150326T000000,350000.0,4,2.5,2560,5428,2.0,0,0,3,8,2560,0,2012,0,98042,47.3835,-122.095,2620,5428 +522079067,20150408T000000,649950.0,3,2.5,3310,387684,1.0,0,0,3,8,2160,1150,1919,1996,98038,47.4167,-121.936,2340,189050 +1387300940,20150429T000000,441000.0,3,1.5,1540,7200,1.0,0,0,3,7,1540,0,1968,0,98011,47.7357,-122.195,1560,7500 +8562700090,20141111T000000,462600.0,3,1.75,1430,11761,1.0,0,0,4,8,1430,0,1964,0,98052,47.6686,-122.157,2040,10035 +2122059236,20150306T000000,365070.0,4,2.5,2506,6232,2.0,0,0,3,7,2506,0,2006,0,98030,47.3734,-122.182,2070,8260 +514500090,20140513T000000,550000.0,4,2.0,2250,7500,1.0,0,0,5,7,1200,1050,1956,0,98005,47.5877,-122.157,1440,7500 +5680001095,20150428T000000,470000.0,5,1.75,2740,9600,1.0,0,0,4,7,1370,1370,1945,0,98144,47.5738,-122.315,1990,4800 +2475900855,20140827T000000,340000.0,3,1.75,1540,10400,1.0,0,0,3,6,1540,0,1977,0,98024,47.5651,-121.89,1090,7500 +8669400100,20140805T000000,910000.0,4,2.75,4190,38912,1.0,0,0,4,9,2040,2150,1965,0,98005,47.6472,-122.157,3050,36884 +3824100051,20150407T000000,405000.0,4,1.75,1690,8392,1.0,0,0,3,7,1190,500,1979,0,98028,47.773,-122.256,1880,9861 +952004875,20140602T000000,661000.0,4,2.25,1990,4600,1.5,0,2,4,8,1420,570,1932,0,98126,47.5638,-122.38,1810,5750 +9522350090,20141106T000000,635000.0,4,2.5,2410,7069,2.0,0,0,3,9,2410,0,1993,0,98034,47.7094,-122.234,2240,7184 +1787600252,20150505T000000,282000.0,2,1.0,1150,6098,1.0,0,0,3,7,950,200,1948,0,98125,47.7259,-122.328,1790,8455 +7148000315,20150211T000000,235000.0,4,1.75,1720,10137,2.0,0,0,3,7,1720,0,1956,0,98188,47.4424,-122.276,1350,10205 +2180001080,20140819T000000,277500.0,3,2.0,1260,22100,2.0,0,0,4,7,1260,0,1981,0,98023,47.2772,-122.354,1430,13000 +1328330590,20150420T000000,346500.0,5,2.5,2020,8250,1.0,0,0,4,8,1430,590,1978,0,98058,47.4432,-122.135,1680,8959 +34001304,20150410T000000,480000.0,5,2.25,2240,5500,1.0,0,0,3,7,1490,750,1959,0,98136,47.5305,-122.391,2010,6050 +1558500100,20140916T000000,360000.0,4,2.25,1930,6508,2.0,0,0,3,8,1930,0,1996,0,98019,47.7458,-121.977,2170,6548 +2887950110,20141106T000000,245000.0,3,2.5,1820,6785,1.0,0,0,3,7,1420,400,1994,0,98092,47.3201,-122.177,1710,6055 +6852700412,20140919T000000,625000.0,3,3.5,1560,1490,2.0,0,0,3,8,1240,320,1995,0,98102,47.6248,-122.319,1560,1662 +1798000100,20140529T000000,750500.0,5,3.0,2170,2440,1.5,0,0,4,8,1450,720,1911,0,98115,47.6724,-122.317,2070,4000 +9516500100,20150418T000000,525000.0,3,1.75,1600,9579,1.0,0,0,3,8,1180,420,1977,0,98072,47.7662,-122.159,1750,9829 +203400090,20140729T000000,740000.0,4,3.5,3760,57063,2.0,0,0,3,9,2950,810,1998,0,98053,47.6328,-121.964,2870,28945 +4036800805,20140513T000000,523000.0,3,1.5,1240,7735,1.0,0,0,4,7,1240,0,1957,0,98008,47.601,-122.122,1260,7500 +7129302615,20150304T000000,292000.0,3,1.75,1090,4500,1.5,0,0,5,8,1090,0,1929,0,98118,47.5157,-122.256,1640,5225 +7278700100,20150121T000000,625000.0,4,2.5,2740,9599,1.0,0,2,3,8,1820,920,1961,0,98177,47.7728,-122.385,2660,8280 +7852070090,20150116T000000,700000.0,3,2.5,3110,11727,2.0,0,2,3,9,3110,0,2002,0,98065,47.5445,-121.871,4240,13353 +1250200552,20150312T000000,399950.0,3,2.5,1610,1320,2.0,0,0,3,7,1280,330,2007,0,98144,47.6,-122.298,1480,1602 +9126100608,20150225T000000,545000.0,4,3.5,1880,1341,3.0,0,0,3,8,1650,230,2007,0,98122,47.6053,-122.306,1740,1883 +396100025,20140807T000000,339999.0,4,2.0,1740,6369,1.0,0,0,5,6,870,870,1954,0,98133,47.7461,-122.332,1560,7200 +9184700600,20141201T000000,1210000.0,4,2.25,3270,6000,2.0,0,0,5,8,2180,1090,1909,0,98122,47.6101,-122.286,2880,6000 +4221250090,20141113T000000,545000.0,3,2.5,1990,5149,2.0,0,0,3,8,1990,0,2003,0,98075,47.5895,-122.019,2280,4506 +8731901810,20150309T000000,260000.0,4,1.75,1960,8400,1.0,0,0,4,8,1960,0,1967,0,98023,47.3111,-122.379,2080,8400 +7977201707,20140523T000000,526000.0,3,1.75,1680,3420,1.0,0,0,3,7,960,720,1992,0,98115,47.6854,-122.291,1680,4080 +3260350090,20141112T000000,701000.0,4,3.0,2910,8540,2.0,0,0,3,9,2910,0,2003,0,98059,47.5223,-122.156,3040,6091 +7399300850,20141003T000000,290000.0,3,2.25,1500,7482,1.0,0,0,4,7,1210,290,1968,0,98055,47.4619,-122.187,1480,7308 +461002551,20141004T000000,330600.0,1,1.0,580,1799,1.0,0,0,3,7,580,0,1908,2005,98117,47.6829,-122.375,1260,4000 +9158100090,20150427T000000,550500.0,3,1.75,2540,8280,1.0,0,0,3,7,1270,1270,1949,0,98177,47.7219,-122.358,1950,8280 +9358002305,20150313T000000,430000.0,2,1.0,950,6426,1.0,0,0,3,7,950,0,1949,0,98126,47.5653,-122.37,1360,2550 +6447300265,20141014T000000,4000000.0,4,5.5,7080,16573,2.0,0,0,3,12,5760,1320,2008,0,98039,47.6151,-122.224,3140,15996 +2235000015,20140804T000000,260600.0,2,1.0,810,4560,1.0,0,0,3,7,810,0,1928,0,98126,47.5425,-122.376,1490,4560 +9523104345,20141218T000000,825000.0,5,3.0,4080,7500,2.0,0,2,4,8,2720,1360,1961,0,98103,47.6722,-122.349,2000,4545 +6139100056,20141023T000000,378950.0,4,2.0,1820,8400,1.0,0,0,5,7,1300,520,1956,0,98155,47.7615,-122.329,1700,9450 +808300090,20150116T000000,435000.0,4,2.5,2650,9065,2.0,0,0,3,7,2650,0,2000,0,98019,47.7258,-121.959,2590,13218 +8077100031,20150422T000000,631000.0,3,2.25,1670,1396,2.0,0,0,3,9,1250,420,2015,0,98115,47.6814,-122.288,1610,5191 +1402650110,20140518T000000,415000.0,3,2.5,2480,8342,2.0,0,0,3,8,2480,0,1986,0,98058,47.4381,-122.134,2300,8303 +7985000100,20141021T000000,222000.0,3,1.75,1240,7560,1.0,0,0,3,8,1070,170,1967,0,98003,47.333,-122.3,1650,7560 +1796350690,20140820T000000,245000.0,3,2.0,1390,8250,1.0,0,0,3,7,1390,0,1987,0,98042,47.3707,-122.094,1390,7875 +7504110110,20150325T000000,720000.0,3,2.5,2880,10126,2.0,0,0,4,10,2880,0,1985,0,98074,47.6319,-122.037,2960,10514 +4324500490,20141223T000000,215000.0,3,1.0,1060,9954,1.0,0,0,4,7,1060,0,1960,0,98032,47.3801,-122.289,1620,8760 +1257202120,20141030T000000,579100.0,2,1.0,1070,2754,1.0,0,0,3,7,830,240,1924,0,98103,47.6755,-122.331,1760,4080 +3987700115,20140728T000000,522500.0,4,1.75,1640,9299,1.5,0,0,4,7,870,770,1943,0,98056,47.5334,-122.168,2460,14326 +9137101353,20140919T000000,489000.0,3,2.0,1510,3000,1.0,0,0,4,7,910,600,1972,0,98115,47.6804,-122.319,1620,4000 +3298701066,20150506T000000,240000.0,3,1.0,1230,2353,1.5,0,0,4,6,1230,0,1925,0,98106,47.5177,-122.354,1280,1572 +8682290100,20150421T000000,420250.0,3,2.0,1510,3657,1.0,0,0,3,8,1510,0,2007,0,98053,47.7225,-122.029,1510,3657 +4055700778,20141114T000000,523000.0,4,2.5,3180,20870,2.0,0,0,3,8,2120,1060,1967,0,98034,47.7176,-122.241,2700,14190 +438000025,20140513T000000,628000.0,4,2.0,2260,6000,1.0,0,0,3,8,1430,830,1958,0,98115,47.6876,-122.298,2030,5874 +2474400300,20150506T000000,320000.0,4,2.5,1920,7277,2.0,0,0,4,8,1920,0,1990,0,98031,47.4058,-122.192,2300,7645 +87000283,20141118T000000,359950.0,3,2.5,1980,7800,2.0,0,0,3,8,1980,0,1999,0,98055,47.4492,-122.199,1700,20580 +2946001645,20140505T000000,232000.0,2,1.0,1200,8063,1.0,0,0,4,6,1200,0,1958,0,98198,47.4204,-122.324,1200,7500 +9294300495,20141114T000000,810000.0,4,2.25,2020,5600,1.0,0,2,4,8,1210,810,1961,0,98115,47.6821,-122.267,2660,6050 +492000475,20141211T000000,245000.0,4,1.5,2010,7561,1.5,0,0,4,7,1890,120,1921,0,98002,47.311,-122.227,1420,6564 +3876540600,20150507T000000,273000.0,3,2.25,1930,8192,1.0,0,0,3,7,1470,460,1984,0,98003,47.2624,-122.299,1510,8192 +4122500100,20150211T000000,1191000.0,5,2.5,2710,14989,1.0,0,0,3,8,1720,990,1959,0,98004,47.6411,-122.207,3180,16624 +2461900945,20150421T000000,438000.0,5,1.0,1950,6250,1.5,0,0,4,7,1450,500,1917,0,98136,47.5511,-122.386,1950,6250 +7221400495,20140717T000000,400000.0,3,1.75,2110,19600,1.0,0,0,4,8,2110,0,1959,0,98055,47.4742,-122.198,880,10077 +2349300090,20140516T000000,340000.0,3,1.0,1250,4800,1.0,0,0,4,7,1250,0,1951,0,98126,47.5517,-122.381,1404,4800 +9523100459,20140609T000000,552000.0,2,2.5,1380,951,3.0,0,0,3,9,1380,0,2006,0,98103,47.6654,-122.355,1430,3400 +3856904580,20141125T000000,790000.0,3,1.75,2050,4080,2.0,0,0,3,8,2050,0,1991,0,98105,47.6698,-122.325,1890,4080 +7345600755,20140707T000000,360000.0,3,1.5,1800,22000,2.0,0,0,3,8,1800,0,1931,0,98168,47.4889,-122.286,1440,16640 +798000457,20150302T000000,235000.0,3,1.0,1310,15022,1.0,0,0,3,7,1310,0,1934,1984,98168,47.5008,-122.332,1530,13154 +7986400945,20141010T000000,775000.0,2,1.0,1010,3600,1.0,0,0,3,7,1010,0,1913,0,98107,47.6641,-122.357,1540,3600 +395300100,20140514T000000,489200.0,3,2.75,1850,9600,1.5,0,0,5,7,1850,0,1965,0,98034,47.7259,-122.226,1250,10500 +2473510090,20140729T000000,341000.0,3,2.25,1750,8900,2.0,0,0,4,8,1750,0,1977,0,98058,47.4451,-122.136,1680,7910 +1329300300,20141001T000000,335000.0,4,2.5,2154,6050,2.0,0,0,3,8,2154,0,2012,0,98030,47.3513,-122.174,2305,5769 +952007069,20150121T000000,393500.0,3,1.75,1230,1441,2.0,0,0,3,8,1010,220,2004,0,98116,47.5626,-122.382,1170,1942 +8073000265,20140918T000000,360000.0,3,2.0,1960,8846,1.0,0,3,4,6,980,980,1940,0,98178,47.5101,-122.246,2190,6363 +952004745,20150304T000000,400800.0,4,1.0,1070,5750,1.0,0,0,3,6,870,200,1923,0,98126,47.564,-122.379,1270,5750 +1376800115,20141103T000000,585000.0,3,1.0,1450,5378,1.0,0,0,3,7,1190,260,1939,0,98199,47.6436,-122.405,1810,5559 +6613000750,20141001T000000,1600000.0,4,2.75,3680,5000,2.0,0,3,3,9,2480,1200,1936,0,98105,47.6599,-122.269,3200,5000 +2303900090,20140729T000000,2880500.0,4,2.5,5760,32033,2.0,0,4,4,12,4390,1370,1994,0,98177,47.7288,-122.37,3420,28475 +6713700025,20140515T000000,300000.0,3,1.0,1220,13000,1.0,0,0,4,7,1220,0,1955,0,98133,47.7608,-122.353,1510,12600 +4083304535,20141114T000000,1045000.0,4,2.75,2950,4560,2.0,0,0,5,7,1810,1140,1912,0,98103,47.6525,-122.333,2000,4560 +3626039403,20140922T000000,360000.0,3,1.5,1340,1110,2.0,0,0,3,7,1040,300,1999,0,98117,47.698,-122.366,1220,1110 +254000100,20140620T000000,665900.0,4,2.25,2870,5453,2.0,0,1,4,8,2220,650,1926,0,98146,47.5129,-122.388,1660,4800 +2724049076,20140822T000000,470000.0,4,1.0,2590,18224,1.5,0,0,4,7,2000,590,1911,0,98118,47.5318,-122.286,1800,7080 +8562500690,20140513T000000,581000.0,4,1.75,2090,8164,1.0,0,0,4,8,1070,1020,1963,0,98052,47.6715,-122.155,1310,7975 +3834500195,20140707T000000,527000.0,6,3.5,3000,8401,1.0,0,0,3,8,1500,1500,1979,0,98125,47.7226,-122.299,1400,8403 +2207100405,20150506T000000,423000.0,4,1.75,1730,7245,1.0,0,0,4,7,880,850,1955,0,98007,47.5995,-122.144,1550,7245 +9482700475,20140927T000000,875000.0,4,3.5,2850,4416,1.5,0,0,3,7,2040,810,1926,0,98103,47.6835,-122.342,1860,4416 +7905200386,20140729T000000,410000.0,3,1.0,1020,6903,1.0,0,0,3,7,1020,0,1951,0,98116,47.571,-122.392,1440,6678 +8680500090,20150316T000000,606000.0,3,2.5,2200,6005,2.0,0,0,3,9,2200,0,1997,0,98072,47.7408,-122.169,2320,6098 +3424089119,20150501T000000,654000.0,3,2.5,3240,60840,2.0,0,0,3,7,3240,0,1997,0,98045,47.5192,-121.764,2570,204732 +1437500015,20140709T000000,150000.0,3,0.75,490,38500,1.5,0,0,4,5,490,0,1959,0,98014,47.7112,-121.315,800,18297 +3298700110,20141109T000000,373000.0,3,2.5,2990,6771,1.0,0,0,3,7,1550,1440,2003,0,98106,47.5237,-122.353,1800,6771 +6300000337,20140529T000000,550000.0,5,2.0,2450,9488,1.0,0,0,4,7,1240,1210,1900,1955,98133,47.7056,-122.34,1310,5693 +8561200110,20140521T000000,512500.0,3,2.5,1900,7604,2.0,0,0,3,8,1900,0,1990,0,98033,47.7002,-122.188,1980,9583 +2781250110,20150428T000000,360000.0,4,2.5,2640,7388,2.0,0,0,3,7,2640,0,2003,0,98038,47.3505,-122.027,2640,6383 +4442800008,20140926T000000,369000.0,3,2.0,1340,1480,3.0,0,0,3,8,1340,0,1997,0,98117,47.6904,-122.393,1340,1321 +2619920110,20141230T000000,825000.0,4,2.5,3220,5262,2.0,0,0,3,9,3220,0,2003,0,98033,47.6878,-122.162,3220,4921 +7334501130,20141201T000000,255000.0,3,2.0,930,11475,1.0,0,0,3,7,930,0,1978,0,98045,47.4644,-121.745,1280,11250 +9471200115,20140528T000000,1285000.0,4,2.5,3240,10800,1.0,0,0,3,10,2260,980,1946,0,98105,47.6709,-122.262,3490,10800 +2597500090,20140808T000000,270000.0,5,2.5,2630,8470,1.5,0,0,4,8,2630,0,1968,0,98002,47.2863,-122.196,1780,8575 +8665050490,20140924T000000,480680.0,3,2.5,1730,4924,2.0,0,0,3,8,1730,0,1996,0,98029,47.5672,-122.005,1610,4313 +1736800740,20150303T000000,525000.0,4,1.75,2120,7725,1.0,0,0,3,8,1220,900,1965,0,98007,47.6003,-122.144,2160,7725 +6163901751,20140623T000000,291500.0,3,1.0,880,9238,1.5,0,0,5,6,880,0,1946,0,98155,47.7494,-122.319,1170,9238 +2323059184,20141230T000000,305000.0,4,2.0,1800,13551,1.0,0,0,4,7,1800,0,1974,0,98059,47.4721,-122.128,1730,13551 +7349650490,20150507T000000,285000.0,3,1.75,1600,7500,1.0,0,0,3,7,1600,0,1998,0,98002,47.2831,-122.199,1620,7461 +1025039086,20140916T000000,1875000.0,3,2.5,3280,29111,2.0,1,3,3,11,3280,0,1925,0,98199,47.6699,-122.416,3530,21074 +274100090,20150108T000000,329500.0,5,1.75,3290,8000,1.0,0,0,3,7,1790,1500,1968,0,98030,47.3733,-122.214,2380,7000 +3342104046,20140708T000000,1570000.0,4,2.25,2890,18226,3.0,1,4,3,10,2890,0,1984,0,98056,47.5169,-122.209,2870,11151 +7893801862,20140811T000000,379260.0,3,2.5,1730,7202,1.0,0,0,3,7,1330,400,1991,0,98198,47.4099,-122.329,2100,8125 +7852060490,20140709T000000,356000.0,3,2.5,1590,3411,2.0,0,0,3,7,1590,0,2000,0,98065,47.5303,-121.878,1590,3411 +7923300115,20141201T000000,571900.0,4,1.75,1710,8947,1.0,0,0,4,7,1710,0,1956,0,98007,47.5947,-122.135,1360,10133 +2868300115,20140821T000000,271500.0,3,1.75,1995,18360,2.0,0,0,3,7,1995,0,1957,0,98198,47.4129,-122.322,1980,13640 +9477001270,20150316T000000,390000.0,3,1.75,1300,10030,1.0,0,0,4,7,1300,0,1967,0,98034,47.7359,-122.192,1520,7713 +522069119,20150512T000000,550000.0,3,2.5,2720,62310,1.0,0,0,3,8,2040,680,1985,0,98038,47.4168,-122.074,2770,204296 +2025049175,20150105T000000,755000.0,2,2.5,1360,2070,2.0,0,0,3,8,1360,0,1999,0,98102,47.6423,-122.329,1920,2092 +2771604226,20141118T000000,509500.0,2,2.5,1590,1485,2.0,0,0,3,8,1300,290,1994,0,98199,47.6375,-122.387,1880,3675 +2917200615,20150325T000000,486700.0,2,1.0,1200,6278,1.0,0,0,3,7,1080,120,1942,0,98103,47.7001,-122.351,1200,6211 +9551201295,20140728T000000,527500.0,2,1.0,1170,3000,1.5,0,0,3,7,1170,0,1910,0,98103,47.6697,-122.338,1530,4000 +7443000985,20140815T000000,475000.0,5,2.5,2010,3600,1.5,0,0,3,6,1510,500,1912,0,98119,47.6522,-122.366,1780,3600 +3395041194,20140827T000000,268000.0,3,2.75,1880,1793,2.0,0,0,3,7,1810,70,2001,0,98108,47.5405,-122.293,1800,2537 +1024069162,20150416T000000,562000.0,3,2.0,3250,50529,2.0,0,0,4,8,3250,0,1978,0,98075,47.5849,-122.016,2370,47480 +5452800735,20140722T000000,780000.0,4,2.5,2270,13449,1.0,0,0,4,9,1310,960,1975,0,98040,47.5416,-122.232,2810,13475 +2902200015,20150106T000000,700000.0,9,3.0,3680,4400,2.0,0,0,3,7,2830,850,1908,0,98102,47.6374,-122.324,1960,2450 +1698900195,20140902T000000,710000.0,3,2.0,1880,3000,1.0,0,0,4,8,1040,840,1931,0,98109,47.6418,-122.351,1790,3000 +442000015,20140612T000000,445000.0,3,1.0,1050,5664,1.0,0,0,4,7,910,140,1947,0,98115,47.6897,-122.285,1500,5664 +222069058,20140915T000000,729000.0,3,3.25,2250,60548,1.0,0,0,3,9,2250,0,2005,0,98038,47.4246,-122.014,2760,84070 +2926049449,20140618T000000,384400.0,3,3.25,1689,1388,3.0,0,0,3,8,1689,0,2008,0,98125,47.7174,-122.317,1459,1384 +6071800100,20150327T000000,815000.0,6,3.0,2860,17853,1.0,0,0,3,8,1430,1430,1962,2015,98006,47.546,-122.175,1920,13452 +4003000110,20141029T000000,865000.0,4,2.5,2710,4069,3.0,0,0,4,10,2710,0,1990,0,98122,47.604,-122.288,1810,3586 +925059198,20140828T000000,514000.0,3,2.0,1770,7200,1.0,0,0,4,7,1770,0,1967,0,98033,47.6642,-122.173,2250,11250 +6072700110,20140520T000000,615000.0,4,2.75,2820,13193,1.0,0,0,3,8,1860,960,1965,0,98006,47.5579,-122.174,2580,13193 +1926069143,20141016T000000,865000.0,4,3.25,3400,99170,1.0,0,0,4,8,2000,1400,1980,0,98072,47.7293,-122.099,3460,47920 +2871000300,20141013T000000,755000.0,4,2.5,3110,6930,2.0,0,0,3,9,3110,0,2004,0,98052,47.7011,-122.112,3090,7000 +6163900301,20150427T000000,425000.0,4,1.0,1480,8321,1.0,0,0,3,7,1080,400,1953,0,98155,47.7629,-122.318,1580,8502 +4318200090,20140618T000000,375000.0,2,1.0,940,9839,1.0,0,0,3,6,940,0,1910,0,98136,47.5379,-122.386,1330,8740 +9526600090,20150424T000000,750000.0,4,2.5,2680,4548,2.0,0,0,3,8,2680,0,2009,0,98052,47.7073,-122.114,2750,4548 +629420100,20140926T000000,722000.0,4,2.75,3190,5408,2.0,0,0,3,9,3190,0,2005,0,98075,47.5903,-121.988,3160,5773 +6905200215,20150331T000000,1011000.0,3,2.5,1920,4480,2.0,0,1,3,9,1920,0,1949,1997,98119,47.6472,-122.373,1790,4500 +7202430110,20140625T000000,725000.0,3,2.5,2610,7510,2.0,0,0,3,9,2610,0,1996,0,98052,47.6648,-122.137,2610,8458 +87000245,20140930T000000,170000.0,3,0.75,1040,42180,1.0,0,0,2,6,1040,0,1947,0,98055,47.4518,-122.199,1270,24090 +6667400090,20150501T000000,845000.0,4,3.25,2880,35315,1.0,0,0,3,11,2270,610,1982,0,98005,47.6587,-122.163,1910,167378 +6802200100,20150115T000000,271900.0,3,2.0,1450,8771,2.0,0,0,4,7,1450,0,1991,0,98022,47.1947,-121.989,1450,8653 +913000315,20140605T000000,1300000.0,6,4.5,3902,3880,3.0,0,4,4,9,2782,1120,1977,0,98116,47.5837,-122.399,1100,3870 +8732030490,20141222T000000,261500.0,4,2.5,2460,7800,1.0,0,0,3,8,1500,960,1977,0,98023,47.3081,-122.384,2210,7800 +3629920600,20140516T000000,619500.0,3,2.5,2170,5000,2.0,0,0,3,9,2170,0,2003,0,98029,47.5458,-121.996,2170,5000 +1524079156,20140610T000000,435000.0,5,2.25,1970,15247,1.0,0,0,3,7,1450,520,1986,0,98024,47.5669,-121.905,1300,10800 +6450301690,20141003T000000,210000.0,3,1.0,1000,5454,1.0,0,0,3,7,1000,0,1954,0,98133,47.7339,-122.337,1320,5250 +5309101050,20141126T000000,489950.0,3,2.0,1580,4010,1.0,0,0,4,7,790,790,1909,0,98117,47.6769,-122.371,1350,5350 +8857600820,20140508T000000,260000.0,4,1.5,2130,8800,1.0,0,0,3,7,1100,1030,1962,0,98032,47.383,-122.288,1480,8120 +3500100025,20140628T000000,300000.0,4,1.0,1370,8499,1.0,0,0,3,7,1370,0,1949,0,98155,47.736,-122.301,1370,8187 +5152100110,20150422T000000,530000.0,4,2.0,2150,14161,1.0,0,2,3,8,1330,820,1966,0,98003,47.3376,-122.323,2310,14034 +3298600850,20141216T000000,235000.0,3,1.75,1370,14030,1.0,0,0,4,8,1370,0,1977,0,98092,47.2969,-122.163,2100,15260 +3856902250,20150105T000000,593500.0,3,1.0,1370,4000,2.0,0,0,4,8,1370,0,1918,0,98105,47.6711,-122.324,1370,4000 +8887001140,20140723T000000,562000.0,3,3.0,3290,80471,2.0,0,2,4,8,2330,960,1975,0,98070,47.504,-122.464,1830,30494 +2621069066,20150427T000000,585000.0,3,2.0,3190,207346,2.0,0,0,3,9,3190,0,1994,0,98022,47.2737,-122.015,2930,206474 +251620090,20140530T000000,2400000.0,4,3.25,4140,20734,1.0,0,1,3,10,3300,840,1977,2005,98004,47.6344,-122.215,4020,20008 +3546000090,20150224T000000,199500.0,3,1.75,1690,8901,1.0,0,0,3,7,1690,0,1986,0,98030,47.3546,-122.176,1690,7532 +3359500755,20140902T000000,544500.0,5,1.0,1690,3240,1.5,0,0,3,7,1690,0,1914,0,98115,47.6746,-122.325,1230,4500 +3579800485,20150218T000000,394900.0,3,1.0,1430,13370,1.0,0,0,3,7,1430,0,1962,0,98034,47.7317,-122.241,1670,10075 +2919201335,20140731T000000,912000.0,4,3.75,1980,4095,2.0,0,0,3,9,1980,0,2009,0,98103,47.6901,-122.356,1480,3840 +1796370930,20140710T000000,260000.0,3,2.5,1490,8102,2.0,0,0,4,7,1490,0,1990,0,98042,47.3712,-122.092,1640,7943 +3864000090,20150219T000000,858000.0,5,3.0,3620,12778,1.0,0,2,5,8,1900,1720,1964,0,98006,47.5512,-122.191,2930,10669 +8651100110,20141209T000000,1275000.0,4,2.5,2720,16454,1.0,0,1,5,9,1870,850,1963,0,98040,47.5489,-122.216,3560,15993 +8731730590,20150513T000000,242150.0,4,1.75,1490,8544,1.0,0,0,4,7,1490,0,1970,0,98031,47.3894,-122.166,1180,8372 +1761100300,20141030T000000,220000.0,3,1.75,1230,7200,1.0,0,0,3,7,1230,0,1986,0,98023,47.2881,-122.363,1540,7210 +9542800820,20150430T000000,235000.0,3,2.0,1900,7980,1.0,0,0,4,7,1340,560,1977,0,98023,47.305,-122.373,1690,7840 +2644900110,20141021T000000,370000.0,3,1.75,1530,10300,1.0,0,0,4,7,1530,0,1978,0,98133,47.7767,-122.356,1940,9883 +1626069198,20141003T000000,450000.0,3,1.75,2290,44866,1.0,0,0,3,8,1390,900,1981,0,98077,47.7398,-122.041,2410,44866 +5101408593,20140711T000000,534950.0,5,1.5,2240,6337,1.0,0,0,3,8,1280,960,1956,0,98125,47.7046,-122.316,1870,6380 +7853270100,20150315T000000,730000.0,4,2.5,3470,14271,2.0,0,0,3,9,3470,0,2005,0,98065,47.5423,-121.877,3450,9380 +3308030100,20140925T000000,465000.0,4,2.5,3050,32450,1.0,0,0,4,8,1550,1500,1983,0,98030,47.3626,-122.209,2350,15390 +1330280100,20140801T000000,178000.0,3,1.0,1100,5734,1.0,0,0,4,7,1100,0,1955,0,98030,47.3632,-122.174,1770,6050 +2212200090,20150209T000000,215000.0,3,1.0,1610,7140,1.0,0,0,3,7,1080,530,1976,0,98031,47.3943,-122.189,1800,7600 +9264921140,20150312T000000,300000.0,3,2.75,1910,15508,1.0,0,0,3,8,1210,700,1984,0,98023,47.3128,-122.345,2450,7989 +8902000068,20140515T000000,430000.0,3,2.0,1510,7066,1.0,0,2,3,7,1230,280,1973,0,98125,47.7053,-122.303,1950,8089 +7338000850,20140731T000000,183000.0,3,1.5,1280,4366,2.0,0,0,4,6,1280,0,1985,0,98002,47.335,-122.215,1280,4366 +2770600853,20140612T000000,585000.0,3,2.5,1910,1501,2.5,0,0,3,8,1530,380,2007,0,98199,47.6441,-122.385,1760,1750 +4239400740,20140716T000000,192950.0,3,1.0,1170,3330,2.0,0,0,4,6,1170,0,1969,0,98092,47.3155,-122.182,1090,3330 +6184700100,20140926T000000,599000.0,2,1.0,1550,7713,1.0,0,0,3,7,1550,0,1930,1979,98117,47.7005,-122.358,1340,6350 +3157600615,20140708T000000,326500.0,3,1.0,1060,7920,1.0,0,0,4,7,1060,0,1968,0,98106,47.5649,-122.358,1060,7457 +6145601810,20140718T000000,358803.0,2,1.0,1040,5765,1.0,0,0,3,7,1040,0,1944,0,98133,47.7024,-122.346,1040,3844 +1235700042,20140528T000000,537000.0,3,2.5,1550,12920,2.0,0,0,5,7,1550,0,1999,0,98033,47.6973,-122.194,2610,10800 +7781600025,20141023T000000,1155000.0,3,2.5,2490,24691,1.0,1,4,4,9,1580,910,1961,0,98146,47.488,-122.364,2800,24121 +7116500705,20150129T000000,156000.0,2,1.0,920,5889,1.0,0,0,4,6,920,0,1950,0,98002,47.3012,-122.218,1210,6180 +2320069206,20150325T000000,219000.0,3,1.0,1250,8276,1.5,0,0,5,6,1250,0,1939,0,98022,47.2092,-121.997,1250,8792 +1794501390,20150501T000000,1190000.0,3,1.5,2540,2700,2.0,0,0,4,8,1630,910,1922,0,98119,47.637,-122.361,2520,5400 +2122059160,20150427T000000,248000.0,5,1.75,2190,16788,1.0,0,2,3,8,1380,810,1978,0,98030,47.3764,-122.176,1920,8366 +2421069039,20150209T000000,340000.0,3,1.75,1340,196020,1.0,0,0,4,7,1340,0,1987,0,98010,47.2931,-121.992,2250,232230 +5452800495,20150422T000000,899100.0,5,2.5,2410,15300,1.0,0,0,4,8,1400,1010,1975,0,98040,47.5416,-122.231,2440,15300 +4024100961,20140728T000000,346950.0,3,1.75,1830,10954,1.0,0,0,3,7,1830,0,1963,0,98155,47.7554,-122.306,1850,8624 +7857001560,20140917T000000,330000.0,3,1.0,1850,5775,2.0,0,0,3,6,1740,110,1928,0,98108,47.5446,-122.296,1520,3578 +9540100025,20140731T000000,325000.0,3,1.0,1410,8250,1.0,0,0,3,7,1410,0,1954,0,98177,47.7621,-122.36,1580,8250 +2473410740,20141027T000000,315000.0,3,1.75,1460,7884,1.0,0,0,3,8,1460,0,1975,0,98058,47.4457,-122.128,2050,7210 +2770604365,20140623T000000,649950.0,3,2.5,1500,1375,2.0,0,0,3,9,1200,300,2014,0,98119,47.6451,-122.375,1680,1627 +173000025,20140825T000000,316000.0,3,1.0,1130,7200,1.5,0,0,4,6,1130,0,1942,0,98133,47.7298,-122.355,1350,1358 +7853340490,20140617T000000,386000.0,2,2.5,1620,3196,2.0,0,0,3,8,1620,0,2008,0,98065,47.5167,-121.878,1750,2828 +239000115,20150408T000000,535000.0,2,1.75,2330,7280,1.0,0,0,3,7,1450,880,1982,0,98188,47.4282,-122.28,1830,12178 +9528101032,20150325T000000,600000.0,3,3.0,1520,1800,3.0,0,0,3,7,1520,0,2003,0,98115,47.6822,-122.326,1520,1500 +5416100110,20141118T000000,339000.0,4,2.5,2840,8746,2.0,0,0,3,8,2840,0,2001,0,98022,47.19,-122.013,2630,9900 +4331000265,20140926T000000,167000.0,3,2.0,1520,7456,1.0,0,0,3,7,1520,0,1949,0,98166,47.4745,-122.343,1740,8464 +5249803885,20141215T000000,430000.0,3,1.0,1740,4800,1.0,0,0,3,8,1740,0,1952,0,98118,47.5596,-122.27,1600,4800 +7853301390,20140821T000000,688000.0,4,4.0,4000,9309,2.0,0,0,3,9,4000,0,2007,0,98065,47.5421,-121.888,3920,8048 +1376800025,20140908T000000,834500.0,3,2.25,2780,6000,1.0,0,3,4,9,1670,1110,1948,0,98199,47.6442,-122.406,2780,6000 +7639900025,20140628T000000,1075000.0,4,4.25,3500,8750,1.0,0,4,5,9,2140,1360,1951,0,98177,47.7222,-122.367,3110,8750 +2822059262,20141201T000000,250000.0,3,1.0,1060,52272,1.0,0,0,3,7,1060,0,1960,0,98030,47.36,-122.178,1900,5971 +8113100850,20150410T000000,402500.0,3,1.0,1290,4000,1.5,0,0,3,7,1290,0,1926,0,98118,47.5462,-122.277,1160,5040 +565300110,20141216T000000,432500.0,3,2.5,2390,6435,1.0,0,0,3,8,1600,790,1978,0,98034,47.726,-122.194,2020,7300 +1887000100,20140814T000000,485000.0,5,1.75,2460,14100,1.0,0,0,3,7,1380,1080,1972,0,98028,47.7452,-122.224,2028,11078 +8731990090,20140820T000000,560000.0,4,2.75,2930,22000,1.0,0,3,4,9,1580,1350,1978,0,98023,47.3227,-122.384,2930,9758 +3432500705,20141021T000000,410000.0,4,2.25,2200,8292,2.0,0,0,3,7,2200,0,1990,0,98155,47.7456,-122.315,1090,8290 +1015500300,20140515T000000,455000.0,3,2.5,1870,7344,1.0,0,0,3,8,1470,400,1980,0,98034,47.7265,-122.206,1930,7344 +3972300100,20141229T000000,459500.0,4,2.5,2060,8968,1.0,0,0,4,7,1190,870,1975,0,98155,47.7686,-122.317,1350,8972 +3876300600,20141212T000000,371000.0,4,1.75,1610,11305,1.0,0,0,3,7,1610,0,1968,0,98034,47.727,-122.176,1870,11850 +2111010940,20150220T000000,289500.0,3,2.25,2120,3400,2.0,0,0,3,7,2120,0,2002,0,98092,47.3364,-122.17,2420,3400 +2771102158,20141021T000000,395000.0,3,3.5,1450,1263,2.0,0,0,3,8,1160,290,2007,0,98199,47.6508,-122.383,1390,1282 +1498304065,20140614T000000,496752.0,2,1.0,1980,5000,1.0,0,0,4,7,1090,890,1923,0,98144,47.586,-122.295,1720,5000 +6150200375,20141001T000000,227000.0,2,1.0,860,6800,1.0,0,0,3,6,860,0,1943,0,98133,47.7274,-122.337,1220,6800 +3343901340,20140804T000000,330000.0,3,1.75,1460,9261,1.0,0,0,3,7,1460,0,1985,0,98056,47.5155,-122.189,1550,8800 +4037800015,20150123T000000,480000.0,5,2.0,2590,8610,1.0,0,0,4,7,1340,1250,1958,0,98008,47.6112,-122.126,1750,8610 +1626079066,20140806T000000,290000.0,2,1.0,1120,217800,1.0,0,0,3,6,1120,0,1976,0,98019,47.7378,-121.912,1480,217800 +6200017,20141112T000000,281000.0,3,1.0,1340,21336,1.5,0,0,4,5,1340,0,1945,0,98032,47.4023,-122.273,1340,37703 +5249805090,20150407T000000,705000.0,4,1.5,1780,3120,1.5,0,3,3,8,1780,0,1926,0,98118,47.5589,-122.264,1710,3600 +4217401055,20140502T000000,1400000.0,4,2.5,2920,4000,1.5,0,0,5,8,1910,1010,1909,0,98105,47.6578,-122.28,2470,4000 +7738500475,20141212T000000,485000.0,4,3.25,2820,6611,1.0,0,0,3,7,1410,1410,1958,0,98155,47.7473,-122.285,2320,6611 +2767603250,20150309T000000,622000.0,3,2.25,1550,1919,3.0,0,0,3,8,1550,0,2003,0,98107,47.6729,-122.379,1550,2918 +2620069113,20140902T000000,380000.0,3,2.25,1600,39848,1.0,0,3,4,8,1600,0,1958,0,98022,47.1991,-122.013,1600,39848 +3760500336,20141126T000000,2125000.0,4,2.75,3190,19513,2.0,0,4,4,10,3190,0,1982,0,98034,47.6991,-122.235,2750,13496 +5101404563,20140627T000000,561500.0,3,1.75,1960,6380,1.0,0,0,4,7,980,980,1939,0,98115,47.6975,-122.316,1480,6380 +9407000600,20140916T000000,242000.0,3,1.0,970,9600,1.0,0,0,3,7,970,0,1972,0,98045,47.4451,-121.768,1110,9600 +9353300600,20140624T000000,348500.0,3,1.5,1360,10726,1.0,0,0,4,7,1360,0,1966,0,98059,47.4948,-122.134,1650,10726 +9353300600,20150326T000000,370000.0,3,1.5,1360,10726,1.0,0,0,4,7,1360,0,1966,0,98059,47.4948,-122.134,1650,10726 +993000090,20150414T000000,752000.0,6,3.75,3810,6663,2.0,0,0,4,8,3810,0,1977,0,98103,47.6938,-122.34,1610,4561 +1796361140,20141031T000000,230000.0,3,1.75,1340,8250,1.0,0,0,3,7,1100,240,1985,0,98042,47.3668,-122.09,1540,7860 +1112000031,20150318T000000,715000.0,3,2.25,1990,4977,3.0,0,0,3,9,1990,0,2012,0,98118,47.5404,-122.268,1280,5000 +2822049160,20150417T000000,240415.0,3,1.75,1120,10187,1.0,0,0,3,7,1120,0,1968,0,98198,47.3694,-122.311,1900,8736 +3856904560,20141125T000000,562000.0,4,1.75,2060,4080,1.5,0,0,3,7,1460,600,1922,1996,98105,47.6698,-122.325,1620,4080 +2492200956,20140805T000000,360000.0,3,1.5,1170,4080,1.0,0,0,5,6,1170,0,1917,0,98126,47.5338,-122.381,920,4242 +2770604079,20141029T000000,659950.0,3,2.5,1610,1246,2.0,0,1,3,9,1080,530,2014,0,98119,47.6423,-122.375,1610,1249 +2719100042,20140623T000000,458500.0,3,2.0,1890,1599,2.0,0,0,3,9,1430,460,2012,0,98136,47.5438,-122.385,1780,1562 +7899800864,20150305T000000,259950.0,2,2.0,1070,649,2.0,0,0,3,9,720,350,2008,0,98106,47.5213,-122.357,1070,928 +9485750110,20140918T000000,366000.0,3,1.75,1680,6108,1.0,0,0,3,8,1680,0,1989,0,98055,47.4501,-122.208,2220,5664 +2024059058,20150428T000000,978000.0,4,2.75,2890,7821,2.0,0,0,3,9,2890,0,2014,0,98006,47.554,-122.189,2890,10108 +7977201865,20150421T000000,525000.0,2,1.0,1360,6120,1.0,0,0,3,7,1060,300,1947,0,98115,47.6841,-122.291,1800,5100 +4232900940,20140522T000000,926300.0,3,1.5,1660,4800,2.0,0,0,3,8,1660,0,1907,0,98119,47.6352,-122.358,1690,4000 +3364900375,20150423T000000,750000.0,2,1.0,1620,6120,1.0,0,0,3,7,1620,0,1951,0,98115,47.6731,-122.326,1650,4590 +4151800375,20141204T000000,660000.0,2,1.0,960,6263,1.0,0,1,4,6,960,0,1942,0,98033,47.6646,-122.202,1460,6054 +2610100015,20140813T000000,305000.0,4,1.75,1000,7200,1.5,0,0,4,6,1000,0,1947,0,98155,47.742,-122.324,1280,7200 +8682230590,20150426T000000,800000.0,2,2.5,2395,6143,1.0,0,0,3,8,2395,0,2003,0,98053,47.7114,-122.029,2170,6162 +3876100940,20150427T000000,600000.0,4,1.75,3050,9440,1.0,0,0,3,8,1800,1250,1966,0,98034,47.7228,-122.183,2020,8660 +1221079058,20140827T000000,435000.0,2,1.0,1120,88327,1.5,0,0,4,6,1120,0,1972,0,98010,47.3205,-121.867,1640,136662 +2770605550,20150310T000000,1135000.0,4,3.25,2960,4296,2.0,0,0,3,9,2190,770,2007,0,98119,47.6526,-122.372,2150,6000 +4468400214,20141010T000000,318000.0,3,2.25,1250,1017,3.0,0,0,3,8,1250,0,2008,0,98133,47.7099,-122.333,1250,1017 +2767705010,20141006T000000,639000.0,4,2.0,1940,5000,1.0,0,0,4,7,980,960,1910,0,98107,47.6719,-122.369,1940,5000 +5422560930,20150316T000000,453000.0,3,2.5,1750,3900,2.0,0,0,3,8,1750,0,1977,0,98052,47.6638,-122.129,1750,5700 +824059211,20141117T000000,800000.0,4,1.75,2150,9148,1.0,0,0,4,7,2150,0,1955,0,98004,47.5828,-122.197,2370,9148 +6825100015,20140604T000000,437000.0,2,1.75,1500,6800,1.0,0,0,4,7,910,590,1942,0,98117,47.7004,-122.371,1450,6800 +4166600115,20141121T000000,1150000.0,3,2.75,3230,75889,2.0,1,4,3,7,3230,0,1925,1993,98023,47.3344,-122.37,2560,72229 +3574801500,20140926T000000,490000.0,4,2.5,3000,8645,2.0,0,0,3,8,3000,0,1985,0,98034,47.7315,-122.224,1930,8866 +9477001140,20140710T000000,499950.0,4,1.75,1520,7700,1.0,0,0,4,7,1520,0,1967,0,98034,47.7356,-122.191,1520,7500 +3384300100,20141226T000000,160134.0,3,1.5,1190,10116,1.0,0,0,3,7,1190,0,1968,0,98042,47.385,-122.085,1190,9905 +6123600100,20141215T000000,191000.0,3,1.0,990,8255,1.0,0,0,3,7,990,0,1953,0,98148,47.425,-122.331,1180,9750 +1311300100,20150115T000000,221000.0,3,1.0,1250,7280,1.0,0,0,3,7,1250,0,1965,0,98001,47.3414,-122.286,1450,7350 +3812400854,20141028T000000,352800.0,4,2.0,2080,6360,1.0,0,0,3,7,1330,750,1960,0,98118,47.5392,-122.278,2080,6741 +1326069188,20150511T000000,350000.0,3,2.5,1640,10424,2.0,0,0,3,7,1640,0,1988,0,98019,47.7345,-121.977,1560,10101 +3131201865,20140617T000000,458000.0,4,1.5,1550,3000,1.5,0,0,3,7,1350,200,1918,0,98105,47.6604,-122.324,1710,5535 +321059059,20140519T000000,359950.0,3,1.0,1290,189486,1.0,0,0,4,7,1290,0,1960,0,98092,47.3356,-122.157,2370,98881 +223039330,20150407T000000,1050000.0,3,3.0,3250,5093,2.0,0,3,3,10,3250,0,2004,0,98146,47.5123,-122.39,2820,7752 +7857000900,20140724T000000,353000.0,3,1.75,1260,11775,1.0,0,0,5,6,1260,0,1942,0,98108,47.5501,-122.296,1270,5480 +8109800110,20140801T000000,717550.0,3,3.5,2840,4468,3.0,0,0,3,10,2840,0,2006,0,98052,47.7069,-122.117,3040,5400 +5422560900,20140807T000000,450000.0,3,2.25,1960,6500,2.0,0,0,4,8,1960,0,1977,0,98052,47.6642,-122.129,1860,6160 +3332000195,20140924T000000,167500.0,3,1.0,760,3090,1.0,0,0,2,5,760,0,1903,0,98118,47.5513,-122.275,1020,5356 +2423029245,20140617T000000,550000.0,3,1.75,2240,78225,2.0,0,0,5,8,2240,0,1976,0,98070,47.4638,-122.484,2030,202554 +8651600110,20150421T000000,939000.0,4,2.25,2240,9684,2.0,0,0,4,9,2240,0,1970,0,98040,47.5489,-122.225,2440,9618 +7902200015,20150429T000000,700000.0,3,1.75,1820,15570,1.0,0,2,3,8,1820,0,1948,0,98146,47.5068,-122.386,2490,9480 +3523089019,20140519T000000,480000.0,4,3.5,3370,435600,2.0,0,3,3,9,3370,0,2005,0,98045,47.4398,-121.738,2790,114868 +8827900015,20140829T000000,501000.0,3,1.0,1160,4360,1.0,0,0,4,8,1160,0,1929,0,98105,47.6718,-122.291,1810,4360 +9237800100,20150204T000000,580000.0,3,2.25,1640,8625,1.0,0,0,3,8,1320,320,1987,0,98052,47.6772,-122.153,1770,9476 +2724089019,20140523T000000,527550.0,1,0.75,820,59677,1.0,0,0,3,5,820,0,1999,0,98065,47.5316,-121.764,1590,14163 +5416501030,20141124T000000,399000.0,4,2.5,2800,4687,2.0,0,0,3,9,2800,0,2005,0,98038,47.3594,-122.04,2750,4750 +7211402305,20150415T000000,240000.0,3,1.75,1780,5000,1.5,0,0,3,6,1080,700,1957,0,98146,47.5105,-122.36,1500,5000 +1221059176,20150311T000000,353000.0,4,2.75,2200,268329,1.0,0,0,3,7,1410,790,1989,0,98092,47.3224,-122.122,2240,58806 +7549802600,20140528T000000,335000.0,4,2.0,1480,3132,1.0,0,0,5,6,740,740,1910,0,98108,47.55,-122.312,1480,6420 +4112100165,20150317T000000,475000.0,3,3.0,2010,2554,2.0,0,0,3,7,1860,150,2001,0,98118,47.5525,-122.269,1370,5100 +7518506595,20140826T000000,660000.0,3,2.0,2880,5100,1.5,0,0,4,7,2080,800,1926,0,98117,47.6805,-122.385,1820,5100 +2767602490,20140724T000000,551000.0,3,1.0,940,1948,1.0,0,0,5,6,940,0,1900,0,98107,47.6733,-122.383,1700,5000 +3821000100,20150320T000000,249950.0,4,1.75,1620,10530,1.0,0,0,3,7,1620,0,1968,0,98030,47.3808,-122.211,1890,9975 +524069019,20141120T000000,1150000.0,4,3.25,4400,262666,2.0,0,0,3,11,4400,0,1988,0,98075,47.5927,-122.064,3240,9791 +1492800296,20140703T000000,575000.0,3,1.75,1530,6743,1.0,0,0,3,7,1410,120,1955,0,98116,47.5745,-122.396,2040,6000 +7855900110,20140718T000000,1088890.0,4,2.75,3460,11350,1.0,0,4,4,9,1780,1680,1974,0,98006,47.568,-122.153,3200,13874 +7853290090,20141118T000000,515000.0,4,2.5,2890,7306,2.0,0,0,3,7,2890,0,2006,0,98065,47.5447,-121.883,2850,6687 +2123049175,20141210T000000,235000.0,3,1.5,1980,11214,1.0,0,0,3,7,1980,0,1959,0,98168,47.4696,-122.298,1510,9072 +2025049064,20140915T000000,796000.0,3,1.0,1980,3243,1.5,0,0,3,8,1980,0,1912,0,98102,47.6429,-122.327,1380,1249 +6046401105,20150423T000000,450000.0,2,1.5,1450,2550,1.0,0,0,3,7,820,630,1984,0,98103,47.6911,-122.348,1450,5100 +3505100756,20141106T000000,2050000.0,4,3.0,4280,18834,1.0,0,4,5,11,2180,2100,1971,0,98116,47.5811,-122.4,2490,8858 +5468730110,20140508T000000,270000.0,4,2.5,1810,6509,2.0,0,0,3,7,1810,0,1994,0,98042,47.3531,-122.143,1760,7417 +5154200015,20150414T000000,1705000.0,3,3.0,2490,27702,2.0,1,4,3,10,2490,0,2000,0,98116,47.5596,-122.403,2580,12119 +9285800590,20150309T000000,565000.0,3,1.0,1610,4108,1.5,0,0,5,7,1610,0,1928,0,98126,47.5704,-122.376,1680,4467 +4083304190,20140804T000000,680000.0,1,2.5,1820,3008,2.0,0,0,3,7,1090,730,1910,2004,98103,47.6529,-122.339,1860,3420 +2470100110,20140804T000000,5570000.0,5,5.75,9200,35069,2.0,0,0,3,13,6200,3000,2001,0,98039,47.6289,-122.233,3560,24345 +7574910490,20141114T000000,864500.0,4,2.5,3520,35991,2.0,0,0,4,10,3520,0,1992,0,98077,47.7437,-122.035,3210,35991 +868001030,20140915T000000,1150000.0,4,2.25,3740,18000,1.0,0,0,4,9,1870,1870,1951,0,98177,47.7027,-122.378,2610,10902 +8108600464,20140515T000000,335000.0,3,2.25,2150,30476,2.0,0,0,3,7,2150,0,1991,0,98188,47.4605,-122.277,2010,10800 +3295610490,20150504T000000,911000.0,4,3.25,3526,15958,2.0,0,0,3,10,3526,0,1997,0,98075,47.567,-122.033,3639,15090 +5013500110,20141112T000000,425000.0,2,1.0,1070,6625,1.0,0,0,3,7,830,240,1950,0,98116,47.5736,-122.393,1310,6625 +3223069019,20141029T000000,299950.0,3,1.0,1410,81021,1.0,0,0,3,7,1410,0,1949,1981,98058,47.4303,-122.067,2000,81021 +2725069085,20141208T000000,864000.0,4,2.5,3190,49658,2.0,0,0,3,10,3190,0,1999,0,98074,47.6216,-122.015,3040,49658 +6821600265,20150305T000000,425000.0,2,1.0,1270,6000,1.0,0,0,3,7,1270,0,1939,0,98199,47.6482,-122.393,1770,6000 +1471701780,20140814T000000,374950.0,4,1.5,1970,14490,1.5,0,0,4,7,1970,0,1963,0,98059,47.4612,-122.069,1880,14880 +9835800750,20141203T000000,247000.0,3,2.25,1640,7630,1.0,0,0,4,8,1180,460,1968,0,98032,47.3739,-122.29,1930,7630 +8835900015,20141212T000000,475000.0,3,1.0,1600,7161,1.0,0,0,3,8,1600,0,1953,0,98118,47.5507,-122.261,1760,8280 +806800110,20140801T000000,275000.0,3,2.5,3020,5868,2.0,0,0,3,7,3020,0,2003,0,98092,47.3361,-122.175,2710,5470 +826069002,20141029T000000,355000.0,2,1.0,1350,368517,1.0,0,0,3,6,1350,0,1947,0,98077,47.7617,-122.061,2330,104108 +2222059064,20150318T000000,285000.0,4,1.75,1870,22072,1.0,0,0,3,7,1070,800,1959,0,98042,47.3775,-122.165,2100,10185 +7781600100,20140905T000000,1338750.0,3,2.75,2730,38869,1.5,1,4,3,9,1940,790,1963,2001,98146,47.4857,-122.361,2630,28188 +4047200265,20140811T000000,325000.0,2,1.0,1100,17817,1.0,0,0,3,7,620,480,1980,0,98019,47.7728,-121.9,1790,20009 +2125059013,20150420T000000,1670000.0,5,3.5,4320,40816,2.0,0,0,4,11,4320,0,1997,0,98004,47.644,-122.185,4320,44584 +2011400583,20140606T000000,402000.0,3,2.5,2700,9994,1.0,0,3,4,7,1350,1350,1959,0,98198,47.397,-122.321,2470,10664 +3526039160,20140814T000000,1100000.0,3,3.0,3700,16857,1.0,0,0,3,10,2170,1530,2000,0,98117,47.6956,-122.392,2320,12000 +8718500495,20140730T000000,375000.0,4,1.75,2190,9225,1.0,0,0,4,7,1250,940,1959,0,98028,47.7396,-122.256,2190,9225 +3815500165,20140911T000000,396000.0,5,2.75,2840,12253,1.0,0,0,3,7,1420,1420,1960,0,98028,47.7618,-122.253,2210,11620 +5104450690,20140716T000000,320000.0,4,2.75,2610,9077,1.0,0,0,4,8,1310,1300,1987,0,98058,47.4612,-122.147,1900,10500 +7202260300,20140709T000000,610000.0,3,2.5,2630,5827,2.0,0,0,3,8,2630,0,2001,0,98053,47.688,-122.038,2330,4715 +1423600300,20141117T000000,249950.0,3,1.5,1090,7698,1.0,0,0,5,7,1090,0,1966,0,98058,47.4553,-122.174,1540,7624 +1796100015,20150423T000000,675000.0,4,3.5,3090,100835,2.0,0,0,3,9,3090,0,1999,0,98092,47.3087,-122.088,2400,50543 +3874900090,20150326T000000,448000.0,2,2.0,1670,7772,1.0,0,0,4,6,860,810,1919,0,98126,47.5461,-122.377,1300,7770 +4232902615,20150428T000000,819000.0,3,1.0,1300,3600,2.0,0,0,3,7,1300,0,1900,0,98119,47.6345,-122.366,2510,4800 +3585900495,20141110T000000,1250000.0,3,2.5,3670,18505,1.0,0,4,3,10,2530,1140,1983,0,98177,47.7588,-122.376,2920,20000 +3790700110,20141201T000000,225000.0,4,2.5,1700,6031,2.0,0,0,3,8,1700,0,1994,0,98030,47.3582,-122.191,1930,6035 +3626079040,20140730T000000,790000.0,2,3.0,2560,982278,1.0,0,0,3,8,2560,0,2004,0,98014,47.6955,-121.861,1620,40946 +2461900375,20150414T000000,685000.0,4,2.5,2770,6000,2.0,0,0,3,8,2400,370,1993,0,98136,47.5536,-122.383,2120,6000 +8651611690,20140620T000000,812000.0,3,3.25,3240,8338,2.0,0,0,3,9,3240,0,2001,0,98074,47.6321,-122.064,3420,8405 +8682301050,20141202T000000,705000.0,2,2.5,2300,6400,1.0,0,0,3,8,2300,0,2007,0,98053,47.7196,-122.02,2300,6400 +1858600042,20150429T000000,360000.0,4,3.0,2483,6870,2.0,0,0,3,8,2483,0,2005,0,98030,47.3627,-122.199,1943,6434 +2767604252,20150112T000000,344000.0,1,1.5,760,779,3.0,0,0,3,8,760,0,2006,0,98107,47.6715,-122.382,1290,1189 +1954700615,20141022T000000,825000.0,4,1.5,2040,6900,2.0,0,0,3,9,2040,0,1903,0,98112,47.6188,-122.285,3150,8220 +6844702690,20150427T000000,476500.0,3,1.0,1200,6120,1.0,0,0,4,7,950,250,1945,0,98115,47.6929,-122.287,1550,6120 +2695600195,20141124T000000,379500.0,2,1.0,960,5096,1.0,0,0,5,7,960,0,1949,0,98126,47.5314,-122.378,1760,4488 +426059055,20141003T000000,620000.0,3,1.75,2410,35236,1.0,0,0,3,8,2410,0,1980,2001,98072,47.7651,-122.166,2110,16980 +1769600147,20140731T000000,477590.0,3,3.25,2260,7701,2.0,0,0,3,8,1760,500,2000,0,98146,47.5053,-122.377,1880,7529 +9268200300,20140520T000000,490000.0,3,1.0,1910,8190,1.0,0,0,4,7,1010,900,1946,0,98117,47.697,-122.365,1600,5042 +3052700855,20140628T000000,470000.0,3,1.5,1500,5000,1.5,0,0,4,7,1140,360,1927,0,98117,47.679,-122.373,1500,5000 +9828702262,20140724T000000,500000.0,3,2.25,1360,1236,2.0,0,0,3,8,1140,220,2006,0,98112,47.6198,-122.299,1620,1231 +1568100386,20140630T000000,370000.0,3,1.0,1320,7341,1.0,0,0,3,7,1320,0,1982,0,98155,47.7367,-122.295,1160,7573 +4385700735,20150311T000000,790000.0,2,1.5,1940,4400,1.0,0,0,3,7,970,970,1923,0,98112,47.6371,-122.279,1480,3080 +3425059206,20140624T000000,725000.0,4,2.5,2650,18295,2.0,0,0,3,8,2650,0,1986,0,98005,47.6075,-122.154,2230,19856 +6848200018,20140528T000000,840000.0,4,2.75,3040,2800,2.0,0,0,3,9,2100,940,1906,2014,98102,47.6245,-122.327,1260,2178 +3023049256,20140604T000000,390000.0,3,1.0,1240,11108,1.0,0,0,4,7,1240,0,1952,0,98166,47.4465,-122.354,2220,16533 +4019301500,20140828T000000,507000.0,3,2.25,2210,11585,1.0,0,0,4,7,1510,700,1958,0,98155,47.7574,-122.279,1870,14092 +402000115,20141122T000000,263500.0,3,1.75,1540,6273,1.0,0,0,4,6,770,770,1951,0,98118,47.5305,-122.277,1140,5512 +9206950110,20140712T000000,369000.0,3,2.5,1320,1683,2.0,0,0,3,8,1270,50,2004,0,98106,47.5357,-122.365,1320,2206 +8106300820,20140814T000000,500000.0,3,2.5,3040,5326,2.0,0,0,3,9,3040,0,2008,0,98055,47.4472,-122.207,3040,5442 +8082400011,20150406T000000,570000.0,2,1.0,910,4301,1.0,0,0,4,7,910,0,1923,0,98117,47.6814,-122.399,1810,4301 +7137960110,20150306T000000,284000.0,4,3.0,2040,7145,1.0,0,0,3,8,1490,550,1994,0,98092,47.3275,-122.171,1940,7145 +546000820,20141110T000000,415000.0,2,1.0,980,4108,1.0,0,0,3,7,980,0,1947,0,98117,47.687,-122.381,1500,4046 +3330500705,20140515T000000,197500.0,3,1.0,980,3090,1.5,0,0,3,6,980,0,1903,0,98118,47.5525,-122.277,980,3090 +1454600266,20141027T000000,925000.0,4,3.75,4420,9492,2.0,0,1,3,9,3420,1000,1962,2005,98125,47.7211,-122.283,2880,9900 +3335000025,20141112T000000,468000.0,3,2.0,1570,6300,1.0,0,0,3,7,820,750,1953,2005,98118,47.5565,-122.275,1510,4281 +1454100056,20140715T000000,355000.0,3,1.0,1600,5001,1.5,0,0,5,6,1080,520,1930,0,98125,47.7232,-122.289,1340,5001 +5035300090,20140812T000000,639000.0,4,1.75,1830,6000,1.0,0,0,4,7,930,900,1939,0,98199,47.6536,-122.41,1540,6000 +7504050090,20150412T000000,720000.0,3,2.5,2820,14250,2.0,0,0,3,11,2820,0,1991,0,98074,47.6396,-122.054,2820,12600 +408100110,20140612T000000,381000.0,3,1.75,1800,6000,1.0,0,0,5,6,900,900,1950,0,98155,47.7505,-122.317,1060,6628 +5701700011,20140523T000000,1050000.0,3,4.0,4380,42769,2.0,0,0,5,11,4380,0,1983,0,98052,47.7167,-122.109,3630,35425 +3629970930,20141111T000000,670000.0,3,3.0,2980,3730,2.0,0,0,3,9,2980,0,2005,0,98029,47.5533,-121.995,2710,3640 +7017200110,20141028T000000,400000.0,3,1.0,1690,6658,1.0,0,0,3,7,1690,0,1942,1982,98133,47.7099,-122.35,1080,5925 +4054500590,20140626T000000,910000.0,4,3.5,4040,50479,2.0,0,0,3,11,4040,0,1987,0,98077,47.7196,-122.048,3770,40899 +2126059048,20150402T000000,294000.0,3,1.0,1250,9427,1.0,0,0,3,6,1250,0,1931,0,98034,47.7254,-122.175,1590,8250 +984200590,20150310T000000,315001.0,3,1.75,1500,10230,1.0,0,0,2,7,1500,0,1968,0,98058,47.4349,-122.168,1770,8374 +9353300090,20140731T000000,360000.0,3,2.0,1630,10723,1.0,0,0,5,7,1630,0,1959,0,98059,47.4898,-122.133,1450,10723 +7600057,20140805T000000,520000.0,3,2.0,1410,2700,2.0,0,0,4,7,1410,0,1902,0,98122,47.6029,-122.302,1750,4000 +2919701944,20141010T000000,474000.0,3,1.0,1140,4560,1.0,0,0,4,6,770,370,1944,0,98117,47.6889,-122.362,1340,3980 +7202341110,20150313T000000,702000.0,4,2.5,3280,5876,2.0,0,0,3,7,3280,0,2004,0,98053,47.6802,-122.034,2600,5000 +1122069019,20140826T000000,728000.0,4,3.5,3490,87497,2.0,0,0,3,9,3490,0,2001,0,98038,47.4028,-122.002,2400,55657 +1565950090,20150305T000000,308000.0,4,2.5,2020,7277,2.0,0,0,3,8,2020,0,1993,0,98055,47.4318,-122.19,2820,7284 +1724069059,20140524T000000,2000000.0,5,4.0,4580,4443,3.0,1,4,3,10,4580,0,2004,0,98075,47.5682,-122.059,2710,4443 +4137000110,20140725T000000,340000.0,3,2.5,2270,7917,2.0,0,0,3,8,2270,0,1986,0,98092,47.2643,-122.22,2160,7917 +7849200945,20150401T000000,306500.0,2,1.75,1310,10200,1.0,0,0,4,6,1310,0,1947,0,98065,47.5231,-121.82,1500,7200 +2397101270,20150126T000000,716000.0,3,2.0,1420,3600,1.5,0,0,4,7,1420,0,1904,0,98119,47.6367,-122.364,1250,3600 +2726059100,20140909T000000,950000.0,4,3.0,2980,44431,2.0,0,0,2,10,2640,340,1981,0,98034,47.7154,-122.161,2010,7332 +7202331500,20140829T000000,673200.0,5,3.0,4180,8561,2.0,0,0,3,7,4180,0,2003,0,98053,47.6833,-122.04,3425,6591 +439000090,20150323T000000,564500.0,4,2.25,1950,6000,1.0,0,0,3,7,1350,600,1961,0,98115,47.6909,-122.301,1980,6000 +7788000100,20150206T000000,393000.0,4,1.75,1790,11801,1.0,0,0,4,8,1790,0,1974,0,98056,47.5172,-122.17,2000,12988 +8658300315,20150312T000000,425000.0,5,1.75,1400,5071,1.0,0,0,3,5,1400,0,1916,0,98014,47.6499,-121.908,1200,7500 +1723049567,20140730T000000,150000.0,3,1.0,1320,24684,1.0,0,0,3,7,1320,0,1979,0,98168,47.4771,-122.322,1120,21214 +621069039,20150220T000000,327000.0,4,2.25,1620,106722,1.0,0,0,3,8,1200,420,1980,0,98042,47.3394,-122.091,1620,38400 +6806300750,20150318T000000,444900.0,4,2.5,3120,7448,2.0,0,0,3,9,3120,0,1998,0,98042,47.3645,-122.126,2980,8102 +1898900100,20140722T000000,305000.0,4,2.5,2100,14773,2.0,0,0,3,8,2100,0,1998,0,98023,47.3045,-122.391,2370,15440 +2767603931,20140818T000000,469000.0,3,3.25,1370,1194,3.0,0,0,3,8,1370,0,2004,0,98107,47.6718,-122.388,1800,2678 +6072400820,20140926T000000,525000.0,3,1.75,1520,7875,1.0,0,0,5,8,1520,0,1969,0,98006,47.5569,-122.176,2150,9428 +1922059396,20150404T000000,330000.0,3,2.5,2410,17424,1.0,0,0,3,7,1630,780,1978,0,98030,47.3741,-122.218,1530,11761 +8818900300,20141002T000000,618000.0,4,1.0,1260,4080,1.0,0,0,4,7,1260,0,1911,0,98105,47.6644,-122.324,1340,4080 +9264910900,20141117T000000,295500.0,4,2.5,2830,7350,1.0,0,0,3,8,1690,1140,1982,0,98023,47.3088,-122.341,2350,7768 +3223039013,20140718T000000,567035.0,3,2.0,2064,46173,2.0,0,0,5,7,2064,0,1903,0,98070,47.4469,-122.455,1640,21780 +5561300750,20140725T000000,518000.0,4,2.25,2640,34870,1.0,0,0,3,8,1770,870,1977,0,98027,47.4688,-122.009,2500,35580 +9407111220,20150504T000000,303000.0,2,1.0,1020,9200,1.0,0,0,3,7,1020,0,1978,0,98045,47.4461,-121.769,1520,9600 +1332200110,20140708T000000,300000.0,4,2.5,2200,8065,2.0,0,0,3,7,2200,0,1998,0,98031,47.4042,-122.213,2641,8535 +2207200820,20141015T000000,413107.0,3,1.5,1420,7520,1.0,0,0,4,7,1420,0,1956,0,98007,47.601,-122.134,2000,7520 +3362400615,20140820T000000,400000.0,3,1.0,1350,3090,1.5,0,0,5,6,1350,0,1914,0,98103,47.682,-122.348,1350,3090 +3013300017,20150408T000000,535000.0,3,1.0,1290,6859,1.0,0,0,4,7,1290,0,1941,0,98136,47.5317,-122.387,1560,6369 +1982200015,20140919T000000,555000.0,4,2.0,1680,2600,1.0,0,0,5,7,840,840,1915,0,98107,47.6648,-122.363,1680,3340 +7140700300,20141119T000000,312000.0,3,2.5,2280,6386,2.0,0,0,3,8,2280,0,2008,0,98042,47.3861,-122.096,2550,4835 +9363600457,20140603T000000,785200.0,3,2.25,1840,3500,1.5,0,0,5,8,1540,300,1910,0,98122,47.6063,-122.292,1800,3300 +1245001220,20141016T000000,749000.0,4,2.0,2040,11850,1.0,0,2,3,7,1020,1020,1959,0,98033,47.6891,-122.208,2040,8504 +723049333,20150405T000000,285000.0,3,1.5,1490,10367,1.0,0,0,3,7,1010,480,1957,0,98146,47.4973,-122.347,1000,8254 +7853301220,20140910T000000,425000.0,4,2.5,2440,5088,2.0,0,0,3,7,2440,0,2007,0,98065,47.5406,-121.889,2440,5762 +8665900336,20140717T000000,360000.0,3,2.0,1930,15540,1.0,0,0,3,8,1260,670,1958,0,98155,47.7675,-122.307,1900,12123 +1591000015,20150505T000000,260000.0,3,1.0,1200,6615,1.0,0,0,4,7,1200,0,1954,0,98106,47.5168,-122.351,1230,6615 +7972601270,20140530T000000,369000.0,3,2.0,1550,8509,1.0,0,0,3,7,1150,400,1959,0,98106,47.5299,-122.344,1840,7620 +1221039156,20140815T000000,275000.0,4,2.5,2180,11132,1.0,0,0,4,8,1620,560,1978,0,98023,47.3187,-122.367,1950,13801 +993001332,20140903T000000,407000.0,3,2.25,1430,1448,3.0,0,0,3,8,1430,0,2005,0,98103,47.6916,-122.341,1430,1383 +7748000025,20150412T000000,575000.0,2,1.75,1230,5418,1.0,0,0,3,8,990,240,1949,0,98117,47.6839,-122.376,1330,5074 +7871500485,20150427T000000,1236000.0,3,1.5,1670,3852,2.0,0,3,4,8,1670,0,1928,0,98119,47.6411,-122.371,2320,4572 +1370802540,20150108T000000,875000.0,2,2.5,2720,4913,1.0,0,1,4,8,1700,1020,1936,0,98199,47.6384,-122.404,2520,5303 +1839500115,20140712T000000,320000.0,4,1.5,2220,6811,1.0,0,0,4,7,1270,950,1961,0,98056,47.5059,-122.193,1800,7350 +4389201064,20140703T000000,810000.0,3,1.5,1520,9041,1.0,0,0,4,7,1520,0,1954,0,98004,47.6158,-122.213,3260,10020 +1545805820,20150414T000000,274000.0,3,1.75,1590,7620,1.0,0,0,4,7,1090,500,1984,0,98038,47.3655,-122.048,1590,7620 +273800100,20141219T000000,239900.0,4,1.75,1480,9523,1.0,0,0,3,7,1120,360,1959,0,98030,47.3732,-122.217,1590,8300 +7663700654,20141214T000000,450000.0,4,1.5,1860,7808,1.0,0,0,3,7,1080,780,1953,0,98125,47.7314,-122.3,1530,7884 +3751606513,20140630T000000,263400.0,4,2.0,1360,60548,1.0,0,0,3,6,960,400,1960,0,98001,47.2718,-122.265,1930,28800 +399000025,20150415T000000,265000.0,3,1.0,1360,5967,1.0,0,0,3,6,1360,0,1954,0,98178,47.4973,-122.256,1360,6052 +7130300785,20140616T000000,418000.0,4,3.0,2360,6250,1.0,0,2,3,7,1460,900,1960,0,98118,47.512,-122.249,2500,6250 +3818700123,20140813T000000,390000.0,3,2.0,2360,5737,2.0,0,0,3,8,2360,0,2003,0,98028,47.7633,-122.262,1600,9163 +7891600245,20150422T000000,430000.0,3,2.0,1860,7500,1.0,0,0,3,7,930,930,1909,1950,98106,47.5662,-122.364,1000,5000 +5556300076,20150423T000000,1442500.0,3,2.25,2630,9705,2.5,0,2,4,8,2630,0,1987,0,98052,47.6485,-122.121,2640,14284 +3421069118,20141120T000000,297000.0,2,1.75,1280,37373,1.0,0,0,4,7,1280,0,1996,0,98022,47.2631,-122.019,2180,48351 +7280300042,20150401T000000,650000.0,4,2.25,2330,7220,2.0,0,1,3,8,1600,730,1988,0,98177,47.7764,-122.386,2220,9100 +9368700031,20140509T000000,195000.0,2,1.0,720,18000,1.0,0,0,3,6,720,0,1950,0,98178,47.5054,-122.261,1250,7925 +3223069118,20140616T000000,554000.0,3,3.5,3380,108900,2.0,0,0,3,9,2700,680,1999,0,98058,47.4316,-122.075,2250,130680 +2522029039,20140929T000000,550000.0,3,2.0,3650,843309,2.0,0,0,4,7,3650,0,1991,0,98070,47.3627,-122.496,1870,273992 +7977200590,20150219T000000,700000.0,3,1.75,1640,4590,1.5,0,0,5,7,1640,0,1951,0,98115,47.6846,-122.294,1760,5100 +3124089086,20141002T000000,300000.0,4,1.0,1730,177657,1.5,0,0,3,5,1730,0,1948,0,98065,47.5163,-121.829,1400,45175 +1568100215,20141007T000000,315000.0,2,1.0,1030,8576,1.5,0,0,5,6,1030,0,1952,0,98155,47.7352,-122.295,1310,8504 +5364200649,20141008T000000,603000.0,3,1.0,1790,5250,1.0,0,0,3,7,1400,390,1943,0,98105,47.6627,-122.276,1790,5250 +2771601730,20140629T000000,530000.0,2,1.0,840,3400,1.0,0,2,4,7,840,0,1924,0,98119,47.6403,-122.372,2000,4000 +7201800300,20140909T000000,397500.0,3,1.75,1300,8480,1.0,0,0,3,7,1300,0,1969,0,98052,47.6991,-122.13,1740,7280 +7224500300,20150325T000000,221000.0,3,1.0,1240,5250,1.5,0,0,4,6,1240,0,1904,0,98055,47.4917,-122.206,1240,5250 +3876312350,20141202T000000,466000.0,4,2.25,2170,8050,1.0,0,0,3,7,1220,950,1976,0,98072,47.7354,-122.174,1820,7700 +853000261,20140619T000000,197500.0,3,1.0,1330,5412,2.0,0,0,5,7,1330,0,1905,0,98022,47.2053,-121.993,1710,10825 +7165700110,20150507T000000,280000.0,3,3.0,1390,1080,2.0,0,0,3,7,1140,250,2006,0,98118,47.5325,-122.282,1450,1461 +5708500208,20141003T000000,412000.0,2,1.5,1240,3873,1.0,0,0,4,6,860,380,1909,0,98116,47.5752,-122.388,1240,4336 +5014000215,20140818T000000,454000.0,2,1.0,880,6731,1.0,0,0,4,7,880,0,1950,0,98116,47.5694,-122.395,1240,6731 +2126079014,20140512T000000,540000.0,4,2.25,2540,228254,1.0,0,0,3,8,1450,1090,1990,0,98019,47.719,-121.912,1780,59241 +5595900090,20140609T000000,250000.0,5,1.5,2520,5753,1.5,0,0,4,7,1510,1010,1928,0,98022,47.2058,-121.997,1620,6875 +1445500100,20150511T000000,900000.0,5,2.25,2510,35691,1.0,0,0,3,9,2510,0,1967,0,98005,47.6435,-122.154,3160,35037 +4270600025,20140513T000000,245000.0,5,1.75,2020,7902,1.0,0,0,3,7,1220,800,1962,0,98168,47.51,-122.327,2220,8819 +3546000490,20141007T000000,290000.0,3,1.75,2060,7251,1.0,0,0,3,7,1350,710,1987,0,98030,47.3569,-122.175,1520,7582 +423049067,20150205T000000,160000.0,2,1.0,930,7742,1.0,0,0,3,6,930,0,1933,0,98168,47.507,-122.302,2240,8723 +9272201250,20150330T000000,1260000.0,2,1.5,2700,7225,1.5,0,4,3,8,1660,1040,1910,2008,98116,47.5892,-122.383,2970,5150 +3226049184,20150327T000000,325000.0,2,1.0,1060,6050,1.0,0,0,3,7,940,120,1939,0,98125,47.7028,-122.321,1540,5279 +5381000082,20150108T000000,185000.0,2,1.0,670,6750,1.0,0,0,4,5,670,0,1947,0,98188,47.4521,-122.283,1700,11520 +475000750,20140925T000000,477000.0,3,2.0,1750,4990,1.0,0,0,3,7,950,800,1916,0,98107,47.6667,-122.361,1700,5000 +1900000195,20140630T000000,100000.0,2,1.0,930,7623,1.0,0,0,2,6,930,0,1942,0,98166,47.467,-122.349,1300,7641 +5162100820,20150504T000000,345000.0,4,2.5,2420,11481,1.0,0,0,3,8,1370,1050,1985,0,98003,47.341,-122.318,2290,8985 +6113400047,20150331T000000,530000.0,4,2.25,2410,14985,1.0,0,1,4,7,1950,460,1965,0,98166,47.4278,-122.343,2510,15256 +7460000015,20140620T000000,203000.0,3,1.0,1150,7156,1.0,0,0,4,6,1150,0,1953,0,98168,47.4864,-122.317,1210,7156 +7202340820,20141028T000000,599000.0,4,2.5,2480,5000,2.0,0,0,3,7,2480,0,2004,0,98053,47.6811,-122.035,2410,5000 +5393601690,20140720T000000,370000.0,4,1.0,1310,6000,1.5,0,0,3,7,1310,0,1940,0,98144,47.5822,-122.295,1630,6000 +7686203275,20150227T000000,140000.0,3,1.0,1240,8000,1.0,0,0,4,6,1040,200,1954,0,98198,47.4204,-122.316,1240,8000 +2490200165,20140623T000000,500000.0,3,1.0,1150,5100,2.0,0,0,3,8,1150,0,1911,2005,98136,47.5349,-122.384,1440,5100 +597000195,20150203T000000,527200.0,3,1.75,1460,4000,1.0,0,2,4,7,730,730,1929,0,98144,47.5768,-122.307,1360,4000 +5119010090,20140510T000000,549900.0,5,2.75,3060,7015,1.0,0,0,5,8,1600,1460,1979,0,98146,47.5052,-122.372,2190,7600 +1873100490,20150502T000000,760000.0,4,2.5,3520,8095,2.0,0,0,3,9,3520,0,2006,0,98052,47.7065,-122.109,2460,4676 +3336001911,20140728T000000,319000.0,2,1.0,960,4400,1.0,0,0,4,7,960,0,1951,0,98118,47.5269,-122.264,1520,5000 +1922059445,20140623T000000,362300.0,3,2.5,2430,15264,2.0,0,0,3,8,2430,0,1997,0,98030,47.3805,-122.208,2260,10416 +7203600750,20150427T000000,421000.0,3,2.5,1930,4505,1.0,0,3,4,7,1440,490,1973,0,98198,47.3459,-122.326,1550,4505 +6021503740,20150304T000000,690000.0,3,1.0,1090,4000,1.5,0,0,4,7,1090,0,1945,0,98117,47.6846,-122.386,1520,4000 +3324069058,20140828T000000,640000.0,3,2.5,2790,31798,1.0,0,0,5,8,1650,1140,1953,0,98027,47.5241,-122.039,1400,14849 +7345310100,20141208T000000,238000.0,4,1.75,1650,6900,1.0,0,0,3,7,910,740,1978,1993,98002,47.2802,-122.211,1540,7645 +6398000011,20140602T000000,789000.0,3,3.0,3740,39640,2.0,0,2,3,10,3740,0,1991,0,98070,47.4036,-122.462,2930,26136 +5460600110,20150423T000000,1050000.0,6,4.0,5310,12741,2.0,0,2,3,10,3600,1710,1967,0,98040,47.5696,-122.213,4190,12632 +9478500590,20150408T000000,302500.0,3,2.5,1690,4476,2.0,0,0,3,7,1690,0,2008,0,98042,47.3663,-122.114,2250,4488 +8645501091,20150311T000000,259950.0,4,1.75,1400,7920,1.0,0,0,3,7,1400,0,1963,0,98058,47.4658,-122.184,1910,7700 +8099800590,20140620T000000,456000.0,3,1.5,1440,28516,1.0,0,0,4,7,1440,0,1975,0,98075,47.5829,-122.005,2080,27049 +339600090,20140925T000000,369950.0,3,2.5,1360,3718,2.0,0,0,3,7,1360,0,1987,0,98052,47.6827,-122.097,1090,3718 +3522029031,20140516T000000,363750.0,3,1.75,1726,197326,2.0,0,0,4,7,1726,0,1982,0,98070,47.3484,-122.505,2114,99316 +725079058,20140811T000000,585000.0,3,1.75,2220,216493,1.0,0,2,3,8,2220,0,1989,0,98014,47.6624,-121.951,2900,169884 +104530110,20141008T000000,268000.0,3,2.5,1850,6676,2.0,0,0,3,7,1850,0,1986,0,98023,47.3103,-122.36,1700,6663 +6852700246,20140923T000000,1200000.0,5,2.5,2860,4000,2.0,0,0,4,8,2160,700,1910,0,98102,47.6225,-122.318,1340,1224 +2124700015,20140716T000000,345000.0,3,1.0,1120,10176,1.0,0,0,3,6,920,200,1905,0,98118,47.5235,-122.277,1350,7500 +8665900291,20150225T000000,539000.0,4,2.5,2340,19850,2.0,0,0,3,9,2340,0,1993,0,98155,47.7672,-122.306,1930,15439 +8965500820,20140702T000000,851000.0,5,3.25,3760,9792,2.0,0,0,3,9,2550,1210,1984,0,98006,47.5654,-122.115,2960,16500 +1024000100,20150408T000000,900000.0,3,2.5,1920,7200,2.0,0,2,3,10,1780,140,1997,0,98116,47.5709,-122.408,2080,5000 +6132600165,20140703T000000,850000.0,3,2.5,3230,5000,2.0,0,2,5,8,2430,800,1945,0,98117,47.7011,-122.389,1820,5000 +4040800090,20140506T000000,390000.0,3,1.75,1260,6500,1.0,0,0,4,7,1260,0,1966,0,98008,47.6224,-122.116,1500,7700 +3432500215,20140610T000000,345000.0,3,1.75,1540,6909,1.0,0,0,4,7,920,620,1955,0,98155,47.7451,-122.313,1130,6908 +3630030110,20140616T000000,534500.0,3,2.5,1700,3150,2.0,0,0,3,8,1700,0,2005,0,98029,47.5505,-121.998,1700,3600 +9297300740,20141118T000000,643500.0,6,5.25,3600,3960,2.0,0,0,3,7,2400,1200,1971,0,98126,47.5656,-122.372,1450,4600 +3592500866,20150402T000000,1206500.0,3,2.75,3150,5520,1.5,0,0,4,8,2130,1020,1925,0,98112,47.6345,-122.302,3160,6200 +5019500215,20150115T000000,495000.0,2,1.75,1280,4000,1.0,0,0,4,7,730,550,1929,0,98116,47.5798,-122.383,2250,5382 +3290800215,20140730T000000,535000.0,2,1.0,980,4120,1.0,0,0,3,7,830,150,1950,2014,98115,47.6815,-122.291,1760,4120 +7853230590,20141029T000000,435000.0,4,2.5,2190,6578,2.0,0,0,3,7,2190,0,2004,0,98065,47.5305,-121.847,2190,5416 +1221000490,20141113T000000,305000.0,4,2.0,2470,1831,2.0,0,0,3,7,1970,500,2009,0,98166,47.4645,-122.337,1310,7500 +5210200077,20140619T000000,799000.0,4,2.5,2590,7910,2.0,0,0,3,9,2590,0,2001,0,98115,47.6978,-122.284,1700,7488 +3275880100,20141113T000000,700000.0,4,2.5,2580,15031,2.0,0,0,3,9,2580,0,1999,0,98052,47.6895,-122.094,3030,10361 +2767704345,20140520T000000,467000.0,3,2.25,1270,1213,2.0,0,0,3,8,1040,230,2005,0,98107,47.6736,-122.375,1410,1265 +1432701380,20150407T000000,263000.0,3,1.0,1250,7560,1.0,0,0,3,6,1250,0,1959,0,98058,47.4493,-122.173,1270,7615 +1564000740,20140820T000000,760000.0,4,2.5,4660,7157,2.0,0,0,3,9,3020,1640,2003,0,98059,47.5352,-122.156,3300,7047 +8141300300,20150207T000000,293000.0,4,2.5,2019,4435,2.0,0,3,3,8,2019,0,2008,0,98022,47.1958,-121.974,1950,4800 +1388600110,20140821T000000,245000.0,3,2.0,1490,7929,1.0,0,0,3,7,1490,0,1989,0,98002,47.2875,-122.218,1650,7929 +3523029059,20140731T000000,181000.0,2,1.5,1560,10807,1.0,0,0,2,7,1560,0,1949,0,98070,47.4444,-122.509,1660,196591 +1061500110,20150423T000000,240000.0,3,1.0,1030,15264,1.0,0,0,4,7,1030,0,1962,0,98056,47.5016,-122.168,1430,14840 +7555210100,20141117T000000,880000.0,4,2.75,2560,7961,1.0,0,2,4,8,1450,1110,1975,0,98033,47.6499,-122.199,2500,9009 +9407150100,20140625T000000,285000.0,3,2.0,1460,6377,1.0,0,0,3,7,1460,0,1995,0,98038,47.3679,-122.02,1600,6250 +6414100721,20150416T000000,407500.0,2,1.0,770,6017,1.0,0,0,3,7,770,0,1950,0,98125,47.7223,-122.321,1670,7500 +4307340490,20140812T000000,325000.0,4,2.5,1960,3543,2.0,0,0,3,7,1960,0,2004,0,98056,47.4849,-122.184,2420,3646 +4022900569,20141017T000000,405000.0,3,1.75,1900,10454,1.0,0,0,3,7,1390,510,1978,0,98155,47.7748,-122.291,2000,12000 +2114700115,20150407T000000,291700.0,3,2.5,1970,4120,1.5,0,0,3,6,1230,740,1927,0,98106,47.5328,-122.346,1470,4080 +2320069364,20141016T000000,370000.0,3,2.5,2490,18525,2.0,0,3,3,8,2490,0,1995,0,98022,47.2119,-122.001,1850,9516 +4331400090,20140528T000000,270000.0,3,1.5,1430,8960,1.0,0,0,4,6,1430,0,1953,0,98166,47.4759,-122.349,1560,10125 +3886902870,20140527T000000,800000.0,4,2.5,2680,7200,1.0,0,0,3,8,1380,1300,1952,2013,98033,47.6835,-122.187,1950,8520 +9136102680,20140923T000000,626500.0,3,1.75,1610,3210,1.0,0,0,5,7,910,700,1928,0,98103,47.6656,-122.335,1420,3210 +2581900165,20141021T000000,1130000.0,4,3.5,4300,8406,2.0,0,1,3,11,3580,720,1987,0,98040,47.5396,-122.214,2770,10006 +3793501050,20140822T000000,399950.0,4,2.5,3200,7545,2.0,0,0,3,7,3200,0,2003,0,98038,47.3666,-122.03,2840,7137 +619000100,20140724T000000,419000.0,3,1.75,2140,15030,1.0,0,0,4,7,1570,570,1958,0,98166,47.4181,-122.338,2170,15030 +4178700100,20140715T000000,1160000.0,4,2.5,4240,43995,2.0,0,0,3,10,4240,0,1989,0,98075,47.6008,-122.044,3720,59522 +3225059223,20140519T000000,1405000.0,4,3.5,3410,10769,2.0,0,0,3,10,3410,0,2008,0,98004,47.6081,-122.198,2650,10058 +3885805325,20140731T000000,710000.0,4,2.75,2090,8064,2.0,0,0,5,7,2090,0,1967,0,98033,47.6829,-122.195,1460,8400 +4151800195,20150330T000000,650000.0,3,1.0,1410,4840,1.0,0,2,4,6,1230,180,1942,0,98033,47.6646,-122.204,1410,5400 +1137300690,20150220T000000,369900.0,4,2.5,2820,33750,2.0,0,0,4,9,2820,0,1984,0,98072,47.7387,-122.096,2510,36180 +203600590,20140627T000000,641000.0,4,2.5,2770,63118,2.0,0,0,3,9,2770,0,1997,0,98014,47.6622,-121.961,2770,44224 +7745500015,20150318T000000,403000.0,3,1.0,1400,6879,1.0,0,0,3,7,1400,0,1951,0,98155,47.7508,-122.286,1950,7400 +1370802600,20140703T000000,1015000.0,3,3.25,3620,4000,2.0,0,0,3,10,2730,890,2005,0,98199,47.6393,-122.403,1910,5000 +5452800645,20140922T000000,865000.0,4,2.5,2260,13600,1.0,0,0,4,8,1770,490,1974,0,98040,47.5436,-122.233,2630,13995 +1324049015,20141111T000000,2485000.0,4,2.5,3440,23954,1.5,1,3,5,10,2260,1180,1931,0,98040,47.5636,-122.231,4230,18723 +7645900165,20141016T000000,810000.0,4,1.0,2150,3588,2.0,0,3,4,8,1850,300,1926,0,98126,47.5767,-122.378,1950,3588 +6798100652,20140715T000000,316750.0,3,2.5,1256,1154,3.0,0,0,3,7,1256,0,2005,0,98125,47.7146,-122.311,1309,1232 +1023079147,20140820T000000,652500.0,4,2.25,2220,130244,2.0,0,0,3,8,2220,0,1989,0,98027,47.4989,-121.9,2680,130680 +7972601250,20150204T000000,360000.0,6,2.75,2850,15240,1.0,0,0,3,7,1850,1000,1962,0,98106,47.5288,-122.345,2090,7620 +421000215,20150416T000000,208000.0,2,1.0,700,5100,1.0,0,0,4,5,700,0,1953,0,98056,47.4957,-122.168,970,5811 +4054520100,20150210T000000,898000.0,4,2.5,3700,63991,2.0,0,0,3,10,3700,0,1992,0,98077,47.7319,-122.051,3210,47215 +3579700015,20150227T000000,295000.0,4,1.75,1400,11934,1.0,0,0,3,7,1050,350,1961,0,98028,47.7346,-122.244,2080,10400 +9310300215,20150506T000000,652500.0,4,1.75,3130,18253,2.0,0,0,3,7,3130,0,1978,0,98133,47.7402,-122.348,1850,12220 +3905081800,20140725T000000,560000.0,4,3.0,2170,5764,2.0,0,0,3,8,2170,0,1992,0,98029,47.5673,-121.999,2010,5681 +7236100025,20150504T000000,280000.0,3,1.0,1020,8400,1.0,0,0,4,7,1020,0,1957,0,98056,47.4905,-122.18,1690,8030 +2023049206,20140630T000000,289950.0,3,2.5,1760,8584,1.5,0,0,5,7,1760,0,1937,0,98148,47.4612,-122.325,2160,8584 +3223059015,20150410T000000,397500.0,3,2.5,1860,44093,1.0,0,0,3,7,1860,0,1978,0,98055,47.4381,-122.188,1900,6130 +1726069064,20150324T000000,380000.0,2,1.0,1140,75132,1.0,0,0,3,7,1140,0,1956,0,98077,47.7349,-122.074,2570,35200 +1423089162,20141031T000000,415900.0,3,2.5,1670,22703,1.0,0,0,3,7,1310,360,1988,0,98045,47.4708,-121.756,1510,16817 +8024201503,20140716T000000,475000.0,2,1.75,1710,8645,1.0,0,0,4,7,1510,200,1923,0,98115,47.7005,-122.313,1280,5366 +859000110,20141002T000000,125000.0,1,1.0,500,7440,1.0,0,0,1,5,500,0,1928,0,98106,47.5252,-122.362,1350,7440 +2322059039,20140821T000000,238000.0,3,1.0,1470,32670,1.0,0,0,3,7,1020,450,1958,0,98042,47.3811,-122.144,2640,24100 +2023049245,20140820T000000,296000.0,4,1.5,1370,9750,1.0,0,0,3,7,1070,300,1953,0,98168,47.4718,-122.323,1540,9789 +114100745,20140506T000000,475000.0,6,3.0,3470,117612,1.5,0,0,3,7,3470,0,1924,0,98028,47.7663,-122.234,2120,17100 +2391601380,20150223T000000,390000.0,3,2.25,1650,6250,1.5,0,0,3,7,1650,0,1910,0,98116,47.5639,-122.4,2060,6250 +2313900740,20141119T000000,425000.0,3,1.0,1180,3750,1.0,0,0,3,6,1030,150,1940,0,98116,47.5726,-122.382,1280,3750 +9521101015,20140626T000000,725000.0,6,3.0,3110,5000,1.5,0,0,5,7,1810,1300,1921,0,98103,47.6631,-122.348,1600,4000 +1036400110,20140702T000000,605000.0,3,2.25,2080,12134,1.0,0,0,4,8,1530,550,1973,0,98052,47.6315,-122.102,2320,12400 +2572400100,20141105T000000,302000.0,3,1.0,1600,1950,2.0,0,0,2,7,1600,0,1906,0,98122,47.6028,-122.312,1310,1138 +6821600300,20150318T000000,886000.0,3,2.25,2380,6000,2.0,0,0,5,9,1650,730,1931,0,98199,47.6472,-122.393,2000,6000 +9547205225,20140814T000000,540000.0,4,1.75,1630,6120,1.0,0,0,5,7,980,650,1918,0,98115,47.6821,-122.31,1630,4080 +3876312490,20150414T000000,435000.0,4,2.25,1910,8400,2.0,0,0,3,7,1910,0,1975,0,98072,47.7352,-122.175,1910,8400 +1591600044,20141010T000000,409000.0,4,3.25,3140,10752,2.0,0,0,3,7,2300,840,1992,0,98146,47.5022,-122.363,1300,9920 +7201800090,20150106T000000,405000.0,3,1.0,1250,7280,1.0,0,0,3,7,1250,0,1975,0,98052,47.6986,-122.129,1690,7280 +4221270100,20140611T000000,560200.0,3,2.5,1990,3984,2.0,0,0,3,8,1990,0,2004,0,98075,47.5914,-122.017,2320,3984 +2473410690,20140623T000000,324000.0,4,1.75,2110,7208,1.0,0,0,3,8,1170,940,1975,0,98058,47.4464,-122.129,1820,7208 +7300410110,20140519T000000,390000.0,4,2.5,2490,8290,2.0,0,0,3,9,2490,0,1999,0,98092,47.3305,-122.171,2690,7008 +7224500090,20150407T000000,414000.0,2,1.0,800,5000,1.0,0,0,3,6,800,0,1938,0,98055,47.4914,-122.204,1220,5000 +7852000110,20140903T000000,441500.0,3,2.5,2360,4670,2.0,0,0,3,7,2360,0,1998,0,98065,47.537,-121.871,2420,5620 +4302200590,20150309T000000,375000.0,3,2.5,1770,5146,2.0,0,0,3,7,1770,0,1992,0,98106,47.5263,-122.356,1230,5160 +8635750090,20140602T000000,668500.0,4,2.5,2710,5500,2.0,0,0,3,9,2710,0,1999,0,98074,47.6027,-122.023,2710,6242 +1133000100,20141007T000000,540000.0,5,1.5,1940,10202,1.5,0,0,4,7,1940,0,1940,0,98125,47.7213,-122.31,1900,8000 +7631800025,20140606T000000,1035000.0,4,3.25,3450,11240,2.0,0,3,4,10,2430,1020,1960,2001,98166,47.4556,-122.372,2412,19499 +2998800110,20150325T000000,1345000.0,4,3.25,3440,4920,2.0,0,4,3,10,2520,920,2014,0,98116,47.5727,-122.409,2350,5166 +2432000110,20140507T000000,758000.0,4,2.75,2410,9549,1.0,0,0,4,7,1780,630,1956,0,98033,47.6503,-122.197,2090,9549 +824059140,20140527T000000,949880.0,4,2.25,2290,10687,2.0,0,0,3,9,2290,0,1978,0,98004,47.5878,-122.202,2290,10300 +4229400015,20150507T000000,570000.0,3,1.0,1030,4089,1.5,0,0,3,7,1030,0,1927,0,98116,47.574,-122.385,1440,4917 +7805450110,20140506T000000,736000.0,4,2.5,2290,12047,2.0,0,0,4,9,2290,0,1988,0,98006,47.5599,-122.105,3130,15666 +9839301055,20140626T000000,670000.0,3,1.5,1490,4400,1.5,0,0,4,7,1490,0,1906,0,98122,47.6113,-122.292,1560,4400 +9471201110,20150406T000000,1130000.0,4,1.75,2370,8400,1.0,0,0,5,9,1270,1100,1949,0,98105,47.6716,-122.264,2370,8400 +1189000645,20141022T000000,650000.0,4,2.0,1930,3976,1.5,0,0,4,8,1930,0,1914,0,98122,47.6117,-122.297,1470,4080 +6788201015,20140616T000000,690000.0,2,1.75,1600,4000,1.0,0,0,5,7,850,750,1918,0,98112,47.6408,-122.3,1860,4000 +425069147,20150313T000000,610000.0,4,2.25,2240,45738,2.0,0,0,3,7,2240,0,1988,0,98053,47.687,-122.047,3180,45738 +9268200600,20140519T000000,413500.0,2,1.0,770,4000,1.0,0,0,5,5,770,0,1924,0,98117,47.6959,-122.364,1420,5040 +9201000100,20150414T000000,765000.0,3,2.5,2300,9752,2.0,0,2,3,8,2300,0,1968,2003,98075,47.5825,-122.076,2640,10764 +4140930110,20141210T000000,828200.0,4,2.75,3400,7081,2.0,0,0,3,9,3400,0,2001,0,98006,47.5661,-122.123,3060,7081 +7226000110,20140726T000000,205000.0,2,1.0,900,4397,1.0,0,0,3,6,900,0,1918,0,98055,47.4851,-122.205,1430,4500 +4358700100,20141202T000000,465000.0,3,2.5,1450,5175,1.0,0,0,3,8,1030,420,1995,0,98133,47.7082,-122.338,1740,9250 +2228900195,20150311T000000,556000.0,4,2.5,2240,5402,2.0,0,0,3,8,2240,0,2005,0,98133,47.772,-122.35,2240,7560 +3905100740,20140608T000000,540000.0,4,2.5,1780,4169,2.0,0,0,3,8,1780,0,1994,0,98029,47.5695,-122.006,1830,4164 +3295900490,20140729T000000,423000.0,4,2.5,2320,4254,2.0,0,0,3,8,2320,0,2004,0,98059,47.48,-122.137,2330,4602 +7379700051,20150410T000000,375000.0,3,1.75,1590,14766,1.0,0,0,3,8,1590,0,1963,0,98007,47.5902,-122.147,2040,10190 +7348200195,20141209T000000,173250.0,3,1.0,990,12696,1.5,0,0,3,7,990,0,1936,0,98168,47.4776,-122.279,1260,8937 +4047200300,20150205T000000,599900.0,3,1.5,2605,12030,1.0,0,0,3,8,1355,1250,2003,0,98019,47.7725,-121.899,1590,15242 +4242900215,20140618T000000,646000.0,5,2.75,2870,4461,1.0,0,0,3,7,1650,1220,1976,0,98107,47.675,-122.39,1890,4196 +7851980100,20140605T000000,1075000.0,5,4.75,5180,17811,2.0,0,2,3,11,4070,1110,2001,0,98065,47.5405,-121.868,3960,15103 +9126101645,20140610T000000,558000.0,4,2.0,2180,3870,1.0,0,0,3,7,1020,1160,1900,0,98122,47.6089,-122.303,1520,2580 +2695600375,20141110T000000,354000.0,2,1.0,850,5225,1.0,0,0,3,7,850,0,1949,0,98126,47.5311,-122.38,1230,5225 +6648150090,20150108T000000,1195000.0,4,4.0,4050,9517,2.0,0,0,3,11,3360,690,1990,0,98040,47.5769,-122.215,3330,9436 +1189000245,20150331T000000,670000.0,4,2.0,2250,4200,1.5,0,0,3,7,1650,600,1909,0,98122,47.6136,-122.297,1200,3360 +1169000057,20141006T000000,1125000.0,6,4.25,3100,9378,3.0,0,2,3,11,3100,0,1978,0,98112,47.6381,-122.314,3270,6334 +4013800131,20140807T000000,267500.0,2,1.0,1747,12250,2.5,0,0,4,6,1747,0,1948,0,98001,47.3282,-122.285,1620,10300 +1787270090,20150225T000000,299800.0,4,2.5,2410,4708,2.0,0,0,3,8,2410,0,2002,0,98092,47.3229,-122.182,2517,5290 +4037200735,20150414T000000,430000.0,4,1.75,2070,9120,1.0,0,0,4,7,1250,820,1958,0,98008,47.6045,-122.123,1650,8400 +4083302370,20150313T000000,775000.0,5,1.0,1860,3040,1.5,0,0,3,7,1530,330,1921,0,98103,47.6559,-122.339,1910,3600 +4319200820,20150122T000000,333000.0,3,1.0,950,5214,1.0,0,0,3,7,830,120,1944,0,98126,47.5362,-122.379,1490,7636 +7663700551,20150407T000000,336000.0,3,2.0,1060,11765,1.0,0,0,4,6,1060,0,1951,0,98125,47.7333,-122.302,1500,9151 +6821102350,20150109T000000,323000.0,2,1.0,880,1712,2.0,0,0,4,7,880,0,1945,0,98199,47.6475,-122.397,1360,1748 +723069089,20140715T000000,575000.0,4,2.5,2550,56628,2.0,0,0,3,9,2550,0,2001,0,98027,47.4913,-122.081,1870,56628 +8165500110,20141205T000000,328000.0,2,2.25,1550,2079,2.0,0,0,3,8,1550,0,2008,0,98106,47.54,-122.368,1420,1977 +8081900195,20141210T000000,572500.0,3,1.0,1590,4600,1.5,0,0,4,7,1290,300,1926,0,98117,47.6807,-122.399,1770,4350 +2878601425,20140522T000000,600000.0,3,1.75,1650,5100,1.0,0,0,5,7,1040,610,1908,0,98115,47.6873,-122.321,1540,5100 +5104512070,20150420T000000,412000.0,4,3.0,2430,7242,2.0,0,0,3,8,2430,0,2003,0,98038,47.3533,-122.015,2430,7242 +3885802970,20141203T000000,827500.0,3,2.5,1810,7200,1.0,0,0,5,7,1310,500,1960,0,98033,47.6885,-122.211,2050,7200 +3021049140,20150325T000000,300000.0,4,2.5,2890,17349,2.0,0,0,3,8,2890,0,1994,0,98023,47.2822,-122.34,2330,22356 +5249801720,20141113T000000,415000.0,3,2.5,1280,5040,2.0,0,0,4,7,1280,0,1985,0,98118,47.5611,-122.276,1500,5040 +2025049006,20141112T000000,750000.0,7,2.75,3410,4056,1.5,0,0,4,8,2130,1280,1906,0,98102,47.6454,-122.316,2510,4056 +7575700015,20140710T000000,800000.0,3,2.75,2220,4000,2.0,0,0,3,8,1700,520,1914,2000,98122,47.617,-122.291,1800,4000 +2724049146,20150317T000000,420000.0,3,1.0,1060,6000,1.0,0,0,3,8,1060,0,1954,0,98118,47.5427,-122.275,1240,7874 +8074200100,20141015T000000,266000.0,3,1.5,1120,8250,1.0,0,0,4,7,1120,0,1957,0,98056,47.4905,-122.179,1320,8400 +1517900100,20141021T000000,499000.0,4,2.5,2680,10590,2.0,0,0,3,8,2680,0,2004,0,98019,47.7377,-121.97,2330,5566 +2391602250,20140626T000000,440000.0,4,1.5,1770,5750,2.0,0,0,3,7,1770,0,1947,0,98116,47.5621,-122.394,970,5750 +7635801311,20140623T000000,495000.0,3,2.0,2950,12196,2.0,0,0,4,7,2310,640,1918,0,98166,47.4702,-122.365,2320,19844 +3362401295,20150330T000000,630000.0,2,1.75,1260,5300,1.0,0,0,4,7,840,420,1951,0,98103,47.6809,-122.348,1280,3000 +3303230110,20140804T000000,424000.0,3,1.75,1430,6818,1.0,0,0,5,7,1430,0,1972,0,98034,47.7271,-122.196,1480,7210 +1522600100,20140604T000000,760000.0,4,2.5,2730,36183,2.0,0,0,3,9,2730,0,1986,0,98052,47.7036,-122.127,2710,5964 +6646200090,20140819T000000,650000.0,4,3.5,3270,15704,2.0,0,0,3,9,2110,1160,1990,0,98074,47.6256,-122.042,3020,8582 +2522059112,20140507T000000,248500.0,4,1.75,1720,10018,1.0,0,0,5,7,1720,0,1960,0,98042,47.3614,-122.119,1220,10018 +3205100110,20150421T000000,379600.0,3,1.75,1270,12420,1.0,0,0,4,7,1270,0,1962,0,98056,47.5387,-122.179,1560,9910 +6414100025,20140721T000000,538000.0,4,2.5,3260,10032,1.0,0,0,3,8,1960,1300,1978,0,98125,47.7203,-122.323,1802,7249 +3529000930,20140616T000000,530000.0,4,2.5,2050,6360,2.0,0,0,3,8,2050,0,1988,0,98029,47.5641,-122.011,2070,7541 +4141400100,20150120T000000,545000.0,4,2.25,2050,9720,2.0,0,0,3,8,2050,0,1967,0,98008,47.5911,-122.119,2310,9680 +9562200090,20140624T000000,925000.0,4,3.0,3580,35261,1.5,0,0,3,10,3580,0,1985,0,98072,47.7577,-122.134,3540,36750 +7399800110,20141209T000000,565000.0,4,2.75,1960,48787,1.5,0,0,4,9,1960,0,1983,0,98072,47.7484,-122.111,1970,36425 +6917700356,20140514T000000,405100.0,2,1.0,840,3522,1.0,0,0,3,6,840,0,1947,0,98199,47.6575,-122.395,1390,4800 +4040800600,20140609T000000,502000.0,3,1.75,1300,8800,1.0,0,0,4,8,1300,0,1963,0,98008,47.6199,-122.116,1350,8800 +3629920300,20141103T000000,425000.0,3,2.25,1260,3000,2.0,0,0,3,7,1260,0,2003,0,98029,47.5454,-121.997,1630,3042 +8944290090,20140623T000000,233500.0,3,2.25,1650,2958,2.0,0,0,3,7,1650,0,1985,0,98031,47.3916,-122.167,1510,3788 +8091410930,20150323T000000,287000.0,3,2.5,1710,10341,2.0,0,2,3,7,1710,0,1986,0,98030,47.3494,-122.171,1830,9358 +3313600266,20150213T000000,190000.0,3,1.0,1180,8775,1.0,0,0,3,7,1180,0,1966,0,98002,47.2848,-122.223,1300,8100 +9508850100,20141103T000000,666000.0,3,2.25,2780,31510,2.0,0,0,3,8,2780,0,1979,0,98053,47.67,-122.024,2890,36400 +3330501545,20141201T000000,330000.0,2,1.0,950,3090,1.0,0,0,4,6,950,0,1909,0,98118,47.551,-122.276,1230,4120 +31000165,20140911T000000,1490000.0,5,3.5,3620,7821,2.0,0,2,3,10,2790,830,1958,2010,98040,47.5738,-122.215,2690,9757 +4123810090,20140909T000000,393000.0,3,2.25,2140,10256,2.0,0,0,3,8,2140,0,1987,0,98038,47.3751,-122.044,2040,11717 +1180500100,20140924T000000,353000.0,4,2.75,1920,4627,1.0,0,0,3,8,1010,910,1998,0,98178,47.5003,-122.23,1910,7210 +7549801140,20141020T000000,260000.0,2,1.0,750,6720,1.0,0,0,3,6,750,0,1916,0,98108,47.552,-122.31,920,6720 +7254000100,20141215T000000,680000.0,3,2.5,2060,2551,2.0,0,0,3,8,1900,160,2001,0,98005,47.5881,-122.165,2060,2936 +644200090,20140715T000000,921000.0,3,2.25,2380,11200,1.0,0,0,4,8,2380,0,1963,0,98004,47.5873,-122.193,2010,11200 +5101407305,20141218T000000,319000.0,2,1.0,750,6380,1.0,0,0,3,7,750,0,1949,0,98125,47.7033,-122.308,1690,6495 +6817801030,20150422T000000,280000.0,3,1.0,1160,10881,1.0,0,0,2,7,920,240,1983,0,98074,47.6339,-122.033,1280,10843 +7454001280,20140611T000000,220000.0,3,1.0,1050,6300,1.0,0,0,3,6,1050,0,1942,0,98146,47.5128,-122.374,740,6300 +8651440740,20150121T000000,219000.0,3,1.5,1740,5200,1.0,0,0,4,7,1060,680,1977,0,98042,47.3657,-122.094,1540,5200 +1954430190,20140808T000000,528000.0,4,2.75,2050,7171,1.0,0,0,3,8,1540,510,1988,0,98074,47.6194,-122.042,1960,7110 +4292300010,20140527T000000,405000.0,3,1.75,1980,8100,1.0,0,0,4,7,1310,670,1949,0,98133,47.7353,-122.331,1450,8212 +8929000290,20140514T000000,372977.0,3,2.5,1690,1618,2.0,0,0,3,8,1150,540,2014,0,98029,47.5518,-121.998,1690,1618 +1250201680,20150507T000000,934550.0,4,3.25,2320,5900,1.5,0,2,4,9,2320,0,1910,0,98144,47.597,-122.292,2320,6240 +868001705,20150206T000000,1465000.0,3,1.5,2480,9900,2.0,0,3,3,10,2130,350,1940,0,98177,47.7018,-122.381,2860,9288 +1370801585,20140603T000000,975000.0,4,2.25,2290,5350,2.0,0,0,4,9,2120,170,1958,0,98199,47.6428,-122.411,2910,5350 +7501000130,20140505T000000,800866.0,5,2.5,3180,13806,2.0,0,0,4,10,3180,0,1990,0,98033,47.652,-122.182,3180,13798 +4178300130,20150413T000000,950000.0,7,3.5,3470,16264,2.0,0,0,4,9,3470,0,1980,0,98007,47.6203,-122.149,3040,13500 +7550801206,20140904T000000,624000.0,4,3.0,1540,4140,1.5,0,0,5,7,1540,0,1902,0,98107,47.6728,-122.396,1460,5000 +9201300050,20140814T000000,1850000.0,5,2.25,2800,8442,2.0,1,4,3,9,2800,0,1963,2001,98075,47.5784,-122.076,3220,9156 +3816300095,20140514T000000,310000.0,3,1.0,1050,9876,1.0,0,0,3,7,1050,0,1953,0,98028,47.7635,-122.262,1760,9403 +7399301100,20141204T000000,315000.0,3,1.75,1480,6800,1.0,0,0,4,7,1480,0,1968,0,98055,47.4633,-122.188,1500,7900 +4151800470,20140820T000000,675000.0,3,2.0,1010,5973,1.0,0,0,5,6,1010,0,1942,0,98033,47.6652,-122.202,1920,6015 +7811000020,20141113T000000,490000.0,3,1.75,1660,8208,1.0,0,0,4,8,1660,0,1965,0,98005,47.5919,-122.154,2210,11000 +5166700050,20150211T000000,600000.0,5,2.25,2760,6350,1.0,0,0,3,7,1380,1380,1958,0,98126,47.5561,-122.379,2060,6342 +4045500130,20140909T000000,154000.0,2,1.0,1040,20524,1.0,0,3,3,6,1040,0,1949,1989,98014,47.6981,-121.875,1880,38996 +2927600675,20140609T000000,480000.0,4,1.75,2220,6500,2.0,0,3,4,8,2220,0,1964,0,98166,47.4519,-122.375,2430,11600 +7686202580,20150213T000000,196900.0,3,1.0,1270,7500,1.0,0,0,3,6,1270,0,1954,0,98198,47.4214,-122.316,1250,8000 +5690500095,20140826T000000,735000.0,3,3.25,2960,39370,2.0,0,0,3,10,2960,0,1989,0,98011,47.7452,-122.202,2960,56628 +3876540630,20150227T000000,205500.0,3,2.0,1330,8748,1.0,0,0,3,7,1330,0,1986,0,98003,47.2619,-122.298,1510,8584 +8929000170,20140616T000000,357186.0,2,1.75,1210,1040,2.0,0,0,3,8,1210,0,2014,0,98029,47.5519,-121.999,1210,1090 +2621400080,20150128T000000,275000.0,4,2.5,2120,6754,2.0,0,0,3,7,2120,0,1998,0,98030,47.3629,-122.184,2120,6937 +8154100020,20140906T000000,248500.0,3,1.75,2090,12026,1.0,0,0,4,7,2090,0,1948,0,98002,47.3095,-122.217,1700,9496 +8097000190,20140602T000000,350000.0,3,2.5,2680,7836,2.0,0,0,3,8,2680,0,1990,2009,98092,47.3203,-122.185,2340,8040 +2624089181,20140812T000000,390000.0,4,2.75,1790,47250,1.0,0,0,3,7,1220,570,1987,0,98045,47.5302,-121.746,1250,43791 +8718500275,20140715T000000,390000.0,3,2.75,1950,12240,1.0,0,0,3,7,1250,700,1956,0,98028,47.7401,-122.258,1880,12000 +3575305495,20150413T000000,660000.0,5,2.25,3740,14913,1.5,0,0,4,9,3740,0,1979,0,98074,47.6234,-122.059,2180,7600 +411100020,20141117T000000,310000.0,3,1.75,1140,8263,1.0,0,0,5,7,1140,0,1950,0,98155,47.7407,-122.327,1140,6770 +9113200020,20140612T000000,717000.0,3,2.5,2480,5137,2.0,0,0,3,9,2480,0,2000,0,98052,47.684,-122.164,2480,6023 +2011400019,20141230T000000,260000.0,5,2.5,2580,11250,1.0,0,0,3,7,1410,1170,1964,0,98198,47.397,-122.313,2240,11780 +3912000020,20150430T000000,745000.0,3,2.0,2290,5001,1.0,0,0,4,7,1490,800,1960,0,98103,47.6909,-122.339,1230,5001 +8078370010,20150218T000000,470000.0,4,2.5,2320,12042,1.0,0,0,4,7,1320,1000,1975,0,98072,47.763,-122.16,2160,7054 +5104650020,20150505T000000,429000.0,3,2.5,2530,8820,2.0,0,0,3,8,2530,0,1997,0,98031,47.42,-122.205,2340,9472 +7417700664,20150408T000000,220000.0,4,2.0,1400,7140,1.0,0,0,3,7,1400,0,1969,0,98155,47.7719,-122.309,1610,10500 +2770604920,20140903T000000,497000.0,3,3.0,2060,1850,2.0,0,0,3,8,1400,660,2007,0,98119,47.6543,-122.373,1910,2951 +1930300190,20140714T000000,716100.0,3,1.0,1640,4000,1.5,0,0,5,7,1640,0,1909,0,98103,47.6563,-122.351,2140,4000 +3024079069,20140911T000000,371000.0,4,1.0,1960,94525,1.5,0,0,3,6,1960,0,1979,0,98027,47.5418,-121.962,2430,188564 +723069049,20140724T000000,379000.0,5,2.75,3000,25175,1.0,0,0,4,7,1500,1500,1961,0,98027,47.497,-122.088,2170,40523 +2210500019,20150324T000000,937500.0,3,1.0,1320,8500,1.0,0,0,4,7,1320,0,1954,0,98039,47.6187,-122.226,2790,10800 +3856901435,20141027T000000,720000.0,4,2.0,1760,4500,1.5,0,0,5,7,1760,0,1906,0,98103,47.6711,-122.331,1740,4220 +3948900050,20150427T000000,616000.0,3,3.25,2130,2306,2.0,0,1,5,7,1420,710,1924,0,98136,47.5424,-122.391,1560,4500 +5412400170,20150414T000000,259000.0,3,2.0,1390,7120,1.0,0,0,3,7,1390,0,1988,0,98030,47.3786,-122.179,1530,7688 +2856102280,20140514T000000,538000.0,3,1.75,1400,3825,1.5,0,0,4,6,1100,300,1904,0,98117,47.6793,-122.393,1720,5100 +3288100290,20150507T000000,605000.0,3,2.75,3230,9576,1.5,0,0,4,8,3230,0,1966,0,98034,47.7307,-122.183,2820,9576 +5145000190,20141103T000000,369950.0,3,1.0,1110,7603,1.0,0,0,3,7,1110,0,1967,0,98034,47.7262,-122.224,1260,8094 +6679000170,20150414T000000,310000.0,3,2.5,1670,4220,2.0,0,0,3,7,1670,0,2002,0,98038,47.3834,-122.028,1670,4238 +9536601045,20150428T000000,227500.0,3,1.0,1540,9450,1.0,0,0,4,7,1540,0,1960,0,98198,47.3612,-122.315,1210,9450 +8731981410,20141121T000000,274000.0,4,2.25,2090,7400,1.0,0,0,3,9,1670,420,1973,0,98023,47.3178,-122.38,2260,8000 +3574801350,20141120T000000,410000.0,3,2.0,1410,8088,1.0,0,0,3,7,1410,0,1987,0,98034,47.7303,-122.227,1770,7401 +1922069099,20140523T000000,354800.0,3,2.0,1370,78408,1.0,0,0,5,7,1370,0,1964,0,98042,47.3867,-122.081,1620,9690 +871001735,20140911T000000,650000.0,4,2.25,1910,5120,1.0,0,0,3,8,1300,610,1954,0,98199,47.6534,-122.409,1810,5153 +2022059308,20150505T000000,353000.0,3,2.0,1678,13862,1.0,0,0,3,7,1678,0,1994,0,98030,47.3744,-122.19,1550,11753 +2525300480,20150304T000000,224975.0,3,1.0,960,12745,1.0,0,0,4,6,960,0,1977,0,98038,47.3617,-122.03,1160,10488 +7979900440,20150512T000000,600000.0,2,1.75,2080,13054,1.0,0,1,3,7,2080,0,1951,0,98155,47.7435,-122.292,2440,13054 +2558660290,20150218T000000,437500.0,3,2.25,1790,7700,1.0,0,0,4,7,1340,450,1976,0,98034,47.7205,-122.168,1610,7350 +8650300190,20140521T000000,567000.0,3,2.5,2540,6093,2.0,0,0,3,9,2540,0,1999,0,98034,47.7042,-122.236,2540,5924 +8643000225,20150506T000000,225000.0,5,1.5,1790,11656,2.0,0,0,3,7,1790,0,1963,0,98198,47.3961,-122.308,2040,9790 +1105000233,20140906T000000,255000.0,2,1.0,940,9330,1.0,0,0,3,6,940,0,1941,0,98118,47.5445,-122.273,1900,6145 +9831200500,20150304T000000,2479000.0,5,3.75,6810,7500,2.5,0,0,3,13,6110,700,1922,0,98102,47.6285,-122.322,2660,7500 +945000250,20140613T000000,370000.0,2,1.0,900,4600,1.0,0,0,3,6,900,0,1951,0,98117,47.6918,-122.361,1060,4600 +4101410050,20150421T000000,675000.0,4,1.75,1900,8800,1.0,0,0,3,8,1140,760,1975,0,98033,47.6579,-122.197,2280,8800 +1571100130,20140904T000000,285000.0,3,1.0,1440,4268,1.0,0,0,3,7,1040,400,1953,0,98108,47.5468,-122.293,1370,4268 +7932000078,20140507T000000,310000.0,3,1.75,2070,37904,1.0,0,0,4,7,1420,650,1973,0,98058,47.425,-122.186,2011,19110 +2592400170,20141202T000000,475000.0,4,2.5,2240,7245,1.0,0,0,4,7,1140,1100,1972,0,98034,47.7161,-122.17,1740,7350 +2517010630,20150508T000000,410000.0,4,2.5,3320,5034,2.0,0,0,4,7,3320,0,2006,0,98042,47.4011,-122.164,2580,4950 +6926700225,20140702T000000,895000.0,4,2.25,1950,5950,1.0,0,0,3,8,1330,620,1947,0,98109,47.639,-122.347,2600,5593 +8820902905,20140822T000000,375000.0,3,1.5,1240,7733,1.0,0,0,3,6,790,450,1941,0,98125,47.714,-122.283,1130,7733 +5104510190,20150427T000000,349000.0,4,2.5,1830,4694,2.0,0,0,3,7,1830,0,2003,0,98038,47.3573,-122.016,1830,5175 +9839301060,20150406T000000,650500.0,3,1.75,1740,4400,1.5,0,0,3,8,1740,0,1903,0,98122,47.6115,-122.292,1740,4400 +2425700005,20150428T000000,760000.0,3,1.75,1410,15120,1.0,0,0,4,7,1410,0,1950,0,98004,47.5974,-122.195,1880,15120 +9276201190,20140520T000000,480000.0,4,2.75,2050,3960,1.0,0,0,4,7,1180,870,1986,0,98116,47.5808,-122.394,1440,5040 +8644210050,20140926T000000,689000.0,4,2.75,3220,16145,2.0,0,0,3,10,3220,0,1993,0,98075,47.5786,-121.995,3200,12921 +2741100280,20140513T000000,415000.0,3,1.75,1960,5000,1.0,0,0,5,6,980,980,1911,0,98108,47.5576,-122.317,1790,5000 +2891000680,20150427T000000,195000.0,3,1.75,1070,6110,1.0,0,0,4,7,1070,0,1968,0,98002,47.3249,-122.207,1350,6148 +7366100080,20140731T000000,318000.0,5,2.5,2820,9956,1.0,0,0,4,7,1410,1410,1967,0,98168,47.4715,-122.33,2700,9956 +3211270170,20140523T000000,404000.0,4,3.0,4060,35621,1.0,0,0,3,9,2030,2030,1989,0,98092,47.3059,-122.108,2950,35259 +3330500920,20141030T000000,339950.0,2,1.0,800,3090,1.0,0,0,4,6,800,0,1925,0,98118,47.5518,-122.277,1400,3090 +5437820080,20141124T000000,215000.0,3,1.0,1260,7897,1.0,0,0,3,7,1260,0,1979,0,98022,47.1946,-122.003,1560,8285 +8097000380,20140818T000000,339900.0,3,2.5,2420,7423,2.0,0,0,3,8,2420,0,1990,0,98092,47.3199,-122.186,2260,7629 +2591010290,20140519T000000,285000.0,1,1.5,810,3211,2.0,0,0,4,7,810,0,1982,0,98033,47.6939,-122.184,1320,3298 +1324300380,20140716T000000,550000.0,3,1.0,1600,5000,1.5,0,0,3,7,1110,490,1947,0,98107,47.655,-122.358,1380,5000 +3226049478,20140725T000000,430000.0,4,1.0,1350,9000,1.5,0,0,4,7,1350,0,1964,0,98103,47.6953,-122.332,1940,8000 +7941500170,20141202T000000,219000.0,3,1.0,970,7790,1.0,0,0,3,6,970,0,1967,0,98003,47.3165,-122.325,1150,8160 +7522500005,20140815T000000,555000.0,2,1.5,1780,4750,1.0,0,0,4,7,1080,700,1947,0,98117,47.6859,-122.395,1690,5962 +1545801630,20140721T000000,233000.0,3,2.0,1350,7686,1.0,0,0,3,7,1350,0,1989,0,98038,47.3609,-122.053,1470,7686 +5151600480,20150402T000000,248000.0,3,1.75,1840,19501,1.0,0,0,4,8,1270,570,1972,0,98003,47.3364,-122.318,1910,12000 +2731600080,20150422T000000,454000.0,5,2.25,2550,9200,1.0,0,0,4,8,1580,970,1975,0,98166,47.4673,-122.363,2090,9200 +2804600010,20150331T000000,950000.0,4,2.5,1700,4418,2.0,0,0,3,8,1700,0,1931,2000,98112,47.6434,-122.3,2090,4174 +8899210680,20140915T000000,359000.0,3,2.5,2430,7857,2.0,0,0,5,8,1730,700,1980,0,98055,47.4546,-122.211,2160,8740 +6649300190,20140903T000000,407500.0,5,2.0,2740,8230,1.5,0,0,3,7,2210,530,1962,0,98155,47.7352,-122.297,2130,8232 +1312200080,20140528T000000,224000.0,3,1.5,1560,7300,1.0,0,0,4,7,1040,520,1964,0,98001,47.3427,-122.281,1460,7910 +1721801025,20140718T000000,210000.0,2,1.0,1040,4590,1.0,0,0,3,7,1040,0,1954,0,98146,47.5078,-122.337,1040,6120 +7942200050,20150123T000000,261000.0,4,1.75,1820,9824,1.0,0,0,5,7,1820,0,1968,0,98042,47.3833,-122.093,1410,11013 +9528100963,20140806T000000,719000.0,3,3.0,1833,1706,3.0,0,0,3,9,1833,0,1998,0,98115,47.6827,-122.325,1466,1455 +9297301495,20150203T000000,440000.0,3,2.5,2160,3738,2.0,0,0,3,8,2160,0,1994,0,98126,47.5661,-122.375,1500,4000 +192300020,20140521T000000,525000.0,3,2.75,2100,10362,2.0,0,0,3,9,1510,590,1998,0,98045,47.4347,-121.417,2240,11842 +9477100170,20140721T000000,375000.0,3,1.5,1370,9720,2.0,0,0,3,7,1370,0,1968,0,98034,47.7302,-122.197,1510,8775 +6705120280,20150331T000000,428000.0,2,2.5,1414,1960,2.0,0,0,3,8,1414,0,1986,0,98006,47.5423,-122.189,1414,2511 +7203220050,20141118T000000,988830.0,5,3.25,4115,7910,2.0,0,0,3,9,4115,0,2014,0,98053,47.6847,-122.016,3950,6765 +6858700225,20141004T000000,199950.0,3,1.75,1550,6225,1.0,0,0,4,7,1550,0,1949,0,98002,47.3098,-122.218,1760,9496 +8712100605,20141028T000000,840000.0,4,2.25,2100,3671,1.5,0,0,3,8,1750,350,1929,0,98112,47.6359,-122.3,1800,4560 +5702380500,20140908T000000,285000.0,3,1.75,1160,7006,1.0,0,0,4,7,1160,0,1992,0,98022,47.1937,-121.98,1670,7750 +6181430280,20140915T000000,330000.0,5,2.5,3597,4972,2.0,0,0,3,7,3597,0,2006,0,98001,47.3002,-122.282,3193,6000 +7138000170,20150102T000000,147500.0,3,1.5,1230,10125,1.0,0,0,3,7,1230,0,1960,0,98198,47.397,-122.299,1970,10125 +6669010290,20141107T000000,320000.0,4,2.5,2190,7125,2.0,0,0,5,8,2190,0,1978,0,98032,47.3709,-122.285,2190,8075 +5706200280,20140701T000000,382500.0,3,1.75,1040,9000,1.0,0,0,4,7,1040,0,1967,0,98027,47.5253,-122.043,1750,10878 +1338300170,20150324T000000,2048000.0,5,4.0,4690,8208,2.0,0,0,3,9,3040,1650,1926,0,98112,47.6321,-122.304,3300,8001 +8562800250,20140814T000000,596000.0,4,2.25,2270,10000,1.0,0,0,5,8,1720,550,1974,0,98006,47.5599,-122.142,2270,10148 +109210280,20141111T000000,220000.0,4,2.25,1950,7280,2.0,0,0,4,8,1950,0,1979,0,98023,47.2957,-122.37,1910,7280 +3216900080,20140925T000000,325000.0,3,2.5,1880,6818,2.0,0,0,3,8,1880,0,1993,0,98031,47.4206,-122.183,1970,7000 +629500170,20150326T000000,679950.0,4,2.5,2850,5664,2.0,0,0,3,9,2850,0,2001,0,98075,47.5835,-121.996,2850,5475 +5272200005,20150218T000000,175000.0,2,1.0,1160,6911,1.0,0,0,3,7,1160,0,1947,0,98125,47.7149,-122.318,1120,6948 +7205000080,20141201T000000,268000.0,3,1.75,1370,10050,1.0,0,1,4,7,1370,0,1966,0,98023,47.3338,-122.341,1720,10050 +1117200170,20140919T000000,715000.0,4,3.5,3260,110579,2.0,0,0,3,10,3260,0,1997,0,98053,47.6436,-121.997,3470,97895 +5561300480,20150408T000000,600000.0,7,2.25,3170,36384,2.0,0,0,3,8,3170,0,1969,0,98027,47.4654,-122.003,2460,38370 +6896300380,20141002T000000,228000.0,0,1.0,390,5900,1.0,0,0,2,4,390,0,1953,0,98118,47.526,-122.261,2170,6000 +3293400010,20150304T000000,950000.0,5,2.5,3450,35880,2.0,0,0,3,11,3450,0,1992,0,98052,47.7173,-122.099,3450,26820 +3421059049,20140610T000000,475000.0,2,1.75,1490,224334,1.0,0,2,3,8,1490,0,1983,0,98092,47.2645,-122.163,2350,213879 +524069049,20150402T000000,700000.0,3,1.5,1460,78408,1.0,0,0,4,7,1460,0,1963,0,98075,47.59,-122.058,3320,7787 +1524079093,20140827T000000,275000.0,3,1.75,1300,20700,1.0,0,0,3,7,1300,0,1962,0,98024,47.5587,-121.904,1930,37638 +1524079093,20150318T000000,369500.0,3,1.75,1300,20700,1.0,0,0,3,7,1300,0,1962,0,98024,47.5587,-121.904,1930,37638 +3832710680,20140721T000000,215000.0,4,2.0,1540,7575,1.0,0,0,4,7,1040,500,1978,0,98032,47.3664,-122.279,1720,7575 +686200840,20150422T000000,593450.0,4,2.25,2130,7172,2.0,0,0,4,8,2130,0,1964,0,98008,47.6271,-122.112,1910,7653 +8682310460,20140709T000000,498800.0,2,1.75,1350,4614,1.0,0,0,3,8,1350,0,2008,0,98053,47.7091,-122.015,1680,4775 +446000190,20141208T000000,849000.0,5,3.25,2450,6534,2.0,0,0,3,8,1770,680,1951,2014,98115,47.688,-122.281,1620,6534 +8805900430,20141229T000000,1151250.0,4,2.5,1940,4875,2.0,0,0,4,9,1940,0,1925,0,98112,47.6427,-122.304,1790,4875 +3629921060,20140715T000000,825000.0,5,2.5,2890,5110,2.0,0,2,3,9,2890,0,2003,0,98029,47.5453,-121.995,3010,5110 +8856890020,20150224T000000,265000.0,3,1.75,1680,9769,1.0,0,0,3,8,1340,340,1989,0,98058,47.4631,-122.126,1730,9686 +2115510470,20141223T000000,285000.0,4,2.25,1960,10400,1.0,0,0,4,8,1220,740,1985,0,98023,47.3199,-122.392,1650,8660 +1545803890,20141231T000000,240000.0,3,1.75,1590,7931,1.0,0,0,3,7,1190,400,1979,0,98038,47.3628,-122.05,1680,7931 +3322049126,20140721T000000,261000.0,4,1.0,1390,17739,1.0,0,0,3,7,1390,0,1958,0,98003,47.3457,-122.302,1230,7840 +6669020500,20140627T000000,330000.0,4,1.75,2440,7350,1.0,0,0,3,8,1610,830,1978,0,98032,47.3743,-122.285,2180,7680 +3832710840,20140602T000000,250000.0,4,2.0,1850,7560,1.0,0,0,4,7,1540,310,1978,0,98032,47.3666,-122.277,1620,7658 +7212651950,20140710T000000,350000.0,4,2.5,2800,9538,2.0,0,0,3,8,2800,0,1993,0,98003,47.2675,-122.307,1970,7750 +1331900020,20140925T000000,930000.0,3,2.5,3780,35273,1.5,0,0,3,10,3780,0,1986,0,98072,47.7499,-122.119,3450,35273 +7140200380,20141030T000000,275000.0,3,2.0,1910,8050,1.0,0,0,4,7,1000,910,1980,0,98030,47.37,-122.17,1780,7344 +7972601235,20150223T000000,325000.0,4,2.25,2460,7620,1.0,0,0,3,7,1230,1230,1969,0,98106,47.5285,-122.345,2090,7620 +2848700585,20150424T000000,255000.0,1,1.0,810,5000,1.0,0,1,3,7,590,220,1936,0,98106,47.5696,-122.36,1920,5000 +6132600380,20150320T000000,562200.0,3,1.5,1900,5250,1.0,0,0,4,7,1500,400,1943,0,98117,47.6991,-122.392,1810,5250 +2424059127,20140820T000000,952000.0,2,1.75,3490,88909,1.0,0,3,3,10,2320,1170,1980,0,98006,47.5462,-122.112,3490,40185 +2591830130,20140504T000000,365000.0,3,2.5,2200,7350,1.0,0,0,5,8,1570,630,1988,0,98058,47.4395,-122.161,2350,7557 +1771100130,20150316T000000,332900.0,3,1.5,1190,11996,1.0,0,0,4,7,1190,0,1969,0,98077,47.7561,-122.071,1190,9756 +8856700190,20150423T000000,721000.0,3,2.25,2040,18360,2.0,0,0,4,8,2040,0,1983,0,98052,47.6976,-122.137,2590,21315 +7852040080,20150421T000000,487275.0,4,2.5,2400,3986,2.0,0,0,3,8,2400,0,1999,0,98065,47.5344,-121.877,2070,3986 +5648600190,20150429T000000,310000.0,3,2.5,1670,5791,2.0,0,0,3,7,1670,0,1995,0,98055,47.4424,-122.188,1610,6034 +4154300275,20150115T000000,245000.0,2,1.0,990,4800,1.0,0,0,3,6,990,0,1908,0,98118,47.5615,-122.28,1700,5400 +5438000280,20150415T000000,325000.0,3,1.75,2920,10573,1.0,0,0,4,7,2920,0,1964,0,98055,47.4429,-122.195,1560,10572 +9201000480,20141112T000000,550000.0,3,1.75,1840,9401,1.0,0,0,3,8,1840,0,1971,0,98075,47.5847,-122.075,2850,14323 +1604600660,20140512T000000,350000.0,2,1.0,910,4500,1.5,0,0,4,7,910,0,1906,0,98118,47.5633,-122.289,1270,3500 +522069022,20140714T000000,599000.0,5,2.5,2950,72309,2.0,0,0,3,8,2950,0,2006,0,98058,47.4186,-122.079,1480,56192 +4331400190,20141112T000000,259950.0,3,1.5,1240,9500,1.0,0,0,4,7,1240,0,1955,0,98166,47.4756,-122.35,1845,10125 +9407150130,20141201T000000,240000.0,4,2.5,1980,7264,2.0,0,0,3,7,1980,0,1996,0,98038,47.3678,-122.019,1600,6380 +2212900470,20150211T000000,186000.0,3,1.0,1200,10080,1.0,0,0,4,7,1200,0,1969,0,98042,47.3261,-122.135,1230,9800 +6600220080,20150204T000000,395000.0,3,1.5,1280,15028,1.0,0,0,3,7,1280,0,1982,0,98074,47.6304,-122.035,1470,13698 +9558050020,20140915T000000,475000.0,4,2.5,3150,5757,2.0,0,0,3,9,3150,0,2004,0,98058,47.4568,-122.117,3100,5757 +8691300420,20140804T000000,815000.0,5,3.5,3500,10794,2.0,0,0,3,10,3500,0,1996,0,98075,47.5887,-121.974,3110,10837 +5450300010,20140902T000000,572000.0,3,1.5,1680,13751,1.0,0,0,4,7,1680,0,1951,0,98040,47.5716,-122.227,1760,13500 +339600460,20141017T000000,419500.0,3,2.5,1360,3188,2.0,0,0,3,7,1360,0,1986,0,98052,47.6831,-122.096,1090,3188 +9264910920,20140903T000000,298700.0,3,2.25,2110,7350,1.0,0,0,3,8,1530,580,1980,0,98023,47.3088,-122.341,2640,7777 +121029034,20140624T000000,549000.0,2,1.0,2034,13392,1.0,1,4,5,7,1159,875,1947,0,98070,47.3312,-122.503,1156,15961 +2123049420,20150422T000000,278000.0,3,1.5,1900,9994,1.0,0,0,3,7,1120,780,1960,0,98168,47.4729,-122.301,1900,9994 +7950302890,20141230T000000,455000.0,4,2.0,2380,4500,1.5,0,0,3,6,1470,910,1926,2014,98118,47.5652,-122.281,1300,4500 +6117500430,20140819T000000,925000.0,5,3.5,4050,13495,1.0,0,2,4,9,2230,1820,1988,0,98166,47.4384,-122.352,3210,13495 +1972200660,20150415T000000,465000.0,2,1.5,1120,1201,3.0,0,0,3,8,1120,0,1999,0,98103,47.6524,-122.353,1370,1298 +3629830050,20141001T000000,620000.0,4,4.0,2850,2970,2.0,0,0,3,8,2120,730,1999,0,98029,47.547,-122.01,2380,3559 +9257900010,20150422T000000,499900.0,4,2.25,2360,7650,1.0,0,0,3,8,1640,720,1963,0,98155,47.75,-122.292,2320,11060 +6072000440,20150206T000000,620000.0,5,3.0,2540,11422,1.0,0,0,3,8,1270,1270,1962,2014,98006,47.5459,-122.176,2090,10741 +6844702630,20141108T000000,450000.0,3,1.75,1160,6120,1.0,0,0,3,7,1040,120,1941,0,98115,47.6926,-122.287,1530,6120 +3630090050,20150220T000000,690000.0,4,3.5,2710,2147,2.0,0,0,3,10,2220,490,2007,0,98029,47.5468,-121.994,2650,2252 +9809000020,20140513T000000,1895000.0,5,2.25,3120,16672,2.0,0,0,4,9,3120,0,1969,0,98004,47.6458,-122.219,3740,17853 +9809000020,20150313T000000,1940000.0,5,2.25,3120,16672,2.0,0,0,4,9,3120,0,1969,0,98004,47.6458,-122.219,3740,17853 +5021900050,20140818T000000,832500.0,3,2.0,1870,9527,1.0,0,0,4,7,1870,0,1951,1997,98040,47.5777,-122.224,1970,11904 +1003600080,20141107T000000,245000.0,3,1.0,1010,9678,1.0,0,0,5,7,1010,0,1955,0,98188,47.4396,-122.285,1010,9375 +7701960130,20141017T000000,820000.0,3,2.5,2980,18935,1.5,0,0,3,11,2980,0,1990,0,98077,47.7133,-122.079,3670,18225 +2395710020,20140807T000000,369000.0,4,2.75,2420,6495,2.0,0,0,3,8,2420,0,2005,0,98038,47.3771,-122.029,2420,6200 +7203230010,20141015T000000,1050000.0,4,3.25,3830,8331,2.0,0,0,3,9,3830,0,2014,0,98053,47.6906,-122.019,4080,8425 +9830200380,20140917T000000,653000.0,3,3.0,3040,5067,3.0,0,2,3,10,3040,0,1993,0,98118,47.5409,-122.267,1820,5998 +9407111100,20150422T000000,220650.0,2,1.75,1460,10500,1.0,0,0,3,7,1460,0,1980,0,98045,47.4461,-121.768,1340,9600 +9572000080,20140616T000000,300000.0,5,3.0,1940,6355,1.0,0,0,3,8,1200,740,2007,0,98168,47.498,-122.322,1940,5033 +3629870420,20140912T000000,970000.0,4,3.5,3780,20023,2.0,0,2,3,10,3780,0,2001,0,98029,47.5491,-122.006,2150,3675 +2459970020,20141124T000000,360000.0,4,2.5,1950,5451,2.0,0,0,3,7,1950,0,2004,0,98058,47.4341,-122.144,2240,6221 +5547700190,20150330T000000,672500.0,3,2.5,2450,5760,2.0,0,0,3,9,2450,0,2000,0,98074,47.6145,-122.026,2450,5762 +421000285,20150423T000000,268000.0,4,1.5,1730,7020,1.5,0,0,4,5,1730,0,1953,0,98056,47.4939,-122.167,1110,7020 +3277801640,20141202T000000,440000.0,4,1.5,1690,3245,1.5,0,0,3,8,1690,0,1929,0,98126,47.5445,-122.375,1380,1590 +1250203070,20140514T000000,1400000.0,3,2.5,2550,7200,2.0,0,2,3,10,2550,0,1981,2013,98144,47.5996,-122.288,2030,3500 +8077200470,20140718T000000,590000.0,4,2.5,2290,11072,2.0,0,0,3,9,2290,0,1986,0,98074,47.6283,-122.03,2340,9774 +302000545,20150127T000000,359000.0,4,2.25,2710,22860,1.0,0,0,4,7,1850,860,1962,0,98001,47.3207,-122.266,1700,22860 +9542801990,20140529T000000,266500.0,4,1.75,1880,7632,1.0,0,0,4,7,1180,700,1978,0,98023,47.3068,-122.372,1840,8528 +3343901403,20141216T000000,635000.0,4,2.5,2930,8679,2.0,0,0,3,8,2930,0,2014,0,98056,47.5164,-122.19,2030,7264 +1121059030,20141013T000000,559000.0,3,2.5,3110,217800,2.0,0,0,3,9,3110,0,2001,0,98092,47.3281,-122.124,2220,217800 +9290850950,20141218T000000,895000.0,4,2.5,3480,38985,2.0,0,0,3,10,3480,0,1989,0,98053,47.6895,-122.052,3630,36290 +1136100006,20150127T000000,625000.0,2,1.5,1110,118047,1.0,0,0,3,7,1110,0,1961,0,98072,47.7467,-122.128,2970,43500 +7923300285,20150312T000000,650000.0,4,2.25,2440,9320,1.0,0,0,4,7,1880,560,1957,0,98007,47.5933,-122.135,1530,9335 +1823059028,20150224T000000,312500.0,4,1.75,2280,7840,1.0,0,0,3,7,1280,1000,1957,0,98055,47.4809,-122.224,2120,7260 +8864000440,20140925T000000,225000.0,3,1.0,900,6099,1.0,0,0,3,6,790,110,1944,0,98168,47.4807,-122.289,1240,6099 +9512500680,20141119T000000,425000.0,4,1.75,1980,8400,1.0,0,0,3,7,1330,650,1968,0,98052,47.6721,-122.152,1920,8400 +3421069120,20150219T000000,329999.0,3,2.75,3360,41250,1.0,0,0,4,7,1820,1540,1988,0,98022,47.2604,-122.023,2580,98881 +4376700430,20140716T000000,572000.0,5,2.25,2340,9225,2.0,0,0,3,8,2340,0,1973,0,98052,47.6369,-122.098,2140,9348 +8562890430,20150407T000000,386500.0,4,2.5,3110,5048,2.0,0,0,3,8,3110,0,2002,0,98042,47.3782,-122.125,3110,5190 +452002005,20150121T000000,452000.0,2,1.0,980,5000,1.0,0,0,3,6,980,0,1904,0,98107,47.6744,-122.369,1270,4500 +7228500094,20141212T000000,278000.0,4,2.0,1480,6324,1.0,0,0,3,7,1480,0,1943,0,98122,47.6147,-122.302,1480,3600 +8078700020,20140603T000000,474900.0,3,2.25,1800,43647,1.0,0,0,4,8,1800,0,1976,0,98072,47.7757,-122.132,2480,25608 +5035300255,20150414T000000,450000.0,2,1.75,2130,6574,1.0,0,0,3,8,1500,630,1946,0,98199,47.6529,-122.411,2130,6275 +9528104985,20141104T000000,611000.0,2,1.0,1270,5100,1.0,0,0,3,7,1100,170,1900,0,98115,47.6771,-122.328,1670,3900 +7237590010,20140605T000000,214100.0,2,2.5,1150,2064,2.0,0,0,3,7,1150,0,2004,0,98001,47.3516,-122.292,1880,2855 +3158500250,20140514T000000,317000.0,3,2.5,1840,5011,2.0,0,0,3,8,1840,0,2012,0,98038,47.3555,-122.054,2000,4793 +868001402,20150305T000000,1000000.0,4,3.5,3180,12528,2.0,0,1,4,9,2060,1120,1979,0,98177,47.7058,-122.379,2850,11410 +5606000233,20150424T000000,1000000.0,5,2.75,1510,5700,2.0,0,1,4,7,1510,0,1946,0,98105,47.6653,-122.27,2190,5700 +5214500660,20150505T000000,525000.0,4,2.5,3070,7200,2.0,0,0,3,8,3070,0,2005,0,98059,47.4899,-122.138,2590,7200 +3578110020,20141001T000000,436000.0,3,2.25,1800,6680,2.0,0,0,3,8,1800,0,1983,0,98034,47.7293,-122.223,1630,8621 +3578401330,20140718T000000,450000.0,3,1.75,1540,9154,1.0,0,0,3,8,1540,0,1983,0,98074,47.6207,-122.042,1990,10273 +7525000080,20140502T000000,588500.0,3,1.75,2330,14892,1.0,0,0,3,8,1970,360,1980,0,98074,47.6267,-122.046,2570,14217 +4273000095,20150511T000000,340000.0,4,1.75,1400,8374,1.0,0,0,3,7,1400,0,1953,0,98166,47.4735,-122.344,1420,8360 +4014400190,20140714T000000,482000.0,4,2.5,2846,85377,1.5,0,0,3,8,1976,870,2000,0,98001,47.317,-122.281,1696,57934 +8678500020,20141213T000000,1575000.0,4,3.5,5830,131116,2.0,0,0,3,11,5830,0,2005,0,98024,47.5986,-121.949,5340,207206 +6918700130,20140811T000000,749000.0,3,2.5,3380,7126,2.0,0,0,3,8,3380,0,1965,2003,98008,47.6276,-122.122,1810,7308 +2473350470,20150511T000000,330000.0,3,1.5,1440,7875,1.0,0,0,4,8,1440,0,1968,0,98058,47.4561,-122.148,1800,8964 +9274200314,20140821T000000,568000.0,3,2.5,1740,1279,3.0,0,0,3,8,1740,0,2008,0,98116,47.5891,-122.387,1740,1280 +2938100010,20140924T000000,239000.0,3,1.75,1470,8925,1.0,0,0,4,7,1470,0,1957,0,98022,47.2026,-122.0,1430,9282 +8564950250,20150107T000000,528000.0,3,2.5,2810,4932,2.0,0,0,3,8,2810,0,2003,0,98011,47.7739,-122.227,2470,4919 +3438502715,20140730T000000,385000.0,4,3.0,2090,5102,1.0,0,0,3,7,1350,740,1994,0,98106,47.5427,-122.356,2090,5102 +280610020,20140902T000000,825000.0,4,3.25,4110,14219,2.0,0,2,4,10,2570,1540,1979,0,98028,47.7382,-122.264,2760,12283 +2487200938,20141126T000000,815000.0,5,3.25,3230,5000,2.0,0,1,3,9,2350,880,2002,0,98136,47.5202,-122.393,1520,5000 +1775500362,20141013T000000,625000.0,4,2.5,2601,34335,2.0,0,0,3,9,2601,0,1995,0,98072,47.742,-122.087,2080,32336 +2483200010,20141007T000000,690000.0,3,1.75,2070,6000,1.0,0,3,3,8,1340,730,1955,0,98136,47.5226,-122.382,2200,6000 +4365700130,20150325T000000,210000.0,3,1.0,1660,7440,1.0,0,0,3,7,1270,390,1957,0,98106,47.5242,-122.362,1540,7440 +9136101271,20150416T000000,599000.0,4,1.0,1590,4280,1.5,0,0,3,7,1590,0,1924,0,98103,47.667,-122.335,2230,4280 +1370804295,20150212T000000,860000.0,3,1.75,1860,5584,1.0,0,0,3,8,1310,550,1951,0,98199,47.637,-122.4,1630,6022 +422049178,20150212T000000,147200.0,3,1.0,1420,9600,1.0,0,0,4,6,1420,0,1954,0,98188,47.4232,-122.292,1400,8415 +9161100795,20150506T000000,476900.0,3,1.0,1240,5758,1.5,0,0,4,6,960,280,1910,0,98116,47.5675,-122.396,1460,5750 +5561300380,20140807T000000,450000.0,4,2.5,2500,36254,1.0,0,0,4,8,1590,910,1978,0,98027,47.4685,-122.004,2360,36254 +1443550020,20150506T000000,570000.0,4,2.5,2640,11816,2.0,0,0,3,8,2640,0,1999,0,98019,47.733,-121.968,2400,11816 +9547201155,20141016T000000,567500.0,3,1.0,1440,3060,1.5,0,0,4,7,1440,0,1910,0,98115,47.6769,-122.307,1440,3570 +3625059120,20141023T000000,790000.0,5,3.25,3030,20446,2.0,0,2,3,9,2130,900,1976,0,98008,47.6133,-122.106,2890,20908 +644000185,20140707T000000,875000.0,3,1.5,1820,12686,1.0,0,0,4,7,1820,0,1952,0,98004,47.5886,-122.195,3020,11550 +5710500010,20140610T000000,490000.0,3,2.0,2220,10275,2.0,0,0,3,9,1640,580,1980,0,98027,47.5304,-122.055,2300,9975 +2482410130,20140610T000000,335000.0,3,1.75,2430,9133,1.0,0,0,4,7,1410,1020,1978,0,98059,47.5116,-122.157,1980,9592 +6071900130,20150415T000000,550000.0,3,1.75,1670,10798,1.0,0,0,4,8,1670,0,1962,0,98006,47.549,-122.17,2290,10798 +6817800630,20140516T000000,385000.0,3,1.75,1180,10541,1.0,0,0,4,7,940,240,1981,0,98074,47.6348,-122.032,1230,10879 +6204400130,20140718T000000,395000.0,3,1.75,1620,8085,1.0,0,0,3,7,1210,410,1976,0,98011,47.7349,-122.197,1700,8085 +9274203190,20140611T000000,650000.0,2,1.0,1030,5750,1.0,0,0,5,8,1030,0,1928,0,98116,47.5861,-122.391,1570,5750 +293610020,20150304T000000,637000.0,4,2.75,2900,5803,2.0,0,0,3,9,2900,0,2007,0,98028,47.7368,-122.232,2900,6212 +3583400130,20141014T000000,692500.0,3,2.25,3420,9900,1.0,0,0,3,9,1710,1710,1963,2004,98028,47.7412,-122.256,2290,10700 +7230400430,20140930T000000,322400.0,3,1.75,1710,15844,1.0,0,0,4,8,1710,0,1964,0,98059,47.4706,-122.1,1990,20359 +7140600190,20140905T000000,233500.0,3,1.5,1580,10517,1.0,0,0,4,6,1580,0,1957,0,98002,47.2903,-122.214,1400,10658 +6817801410,20140624T000000,400000.0,3,2.0,1230,11413,1.0,0,0,3,7,990,240,1984,0,98074,47.6321,-122.034,1570,11517 +6430500010,20140620T000000,547000.0,5,2.5,2200,4080,1.5,0,0,5,7,1420,780,1916,0,98103,47.6872,-122.35,1300,4080 +3023049215,20140702T000000,519000.0,5,2.25,2570,13054,1.0,0,1,3,8,1470,1100,1950,1992,98166,47.4487,-122.352,2570,19807 +3625710080,20140626T000000,1025000.0,4,3.5,3320,19850,1.0,0,2,4,10,2040,1280,1977,0,98040,47.527,-122.228,3240,15470 +3390600010,20140502T000000,365000.0,3,1.0,1090,6435,1.0,0,0,4,7,1090,0,1955,0,98106,47.5334,-122.365,1340,6435 +9238480020,20150319T000000,699000.0,5,2.75,2970,36817,2.0,0,0,4,8,2970,0,1978,0,98072,47.7731,-122.139,2730,29150 +1036000080,20141009T000000,525000.0,3,1.75,1970,8000,1.0,0,0,4,8,1970,0,1968,0,98052,47.6324,-122.1,1910,8000 +1561930020,20140522T000000,430000.0,4,3.0,3220,8936,2.0,0,0,3,9,2450,770,1990,0,98031,47.4208,-122.213,2810,10500 +3876100080,20141215T000000,325000.0,3,1.0,1600,7500,1.0,0,0,3,7,1600,0,1966,0,98034,47.7198,-122.182,2050,7200 +7454000605,20140710T000000,279000.0,2,1.0,670,6300,1.0,0,0,5,6,670,0,1942,0,98126,47.5161,-122.374,760,6300 +1870400635,20150311T000000,805000.0,4,1.75,2360,4750,2.0,0,0,5,7,1660,700,1911,0,98115,47.6729,-122.293,1810,4750 +8820900299,20150204T000000,419950.0,3,3.0,2150,3962,1.5,0,0,3,7,1540,610,1949,0,98125,47.7183,-122.285,1730,4609 +8132700185,20150416T000000,425000.0,2,1.0,620,4455,1.0,0,0,3,6,620,0,1927,0,98117,47.6877,-122.395,1180,5000 +6413600275,20140724T000000,446000.0,4,1.75,1730,5922,2.0,0,0,5,7,1730,0,1949,0,98125,47.7188,-122.321,1700,6127 +2888000020,20150302T000000,455000.0,5,2.0,2500,7860,1.0,0,0,3,7,1040,1460,1963,0,98034,47.7212,-122.226,2060,9684 +3298700426,20140709T000000,226550.0,3,1.0,990,4440,1.0,0,0,3,6,990,0,1943,0,98106,47.522,-122.354,990,6771 +3362401815,20140930T000000,764000.0,3,2.0,1420,4080,1.5,0,0,5,8,1420,0,1904,0,98103,47.6801,-122.348,1220,3060 +5469500020,20150505T000000,439950.0,3,2.25,2170,15000,2.0,0,0,4,8,2170,0,1978,0,98042,47.3863,-122.158,2430,14256 +6430000280,20141216T000000,453000.0,4,2.0,1880,5100,1.0,0,0,3,8,1880,0,1952,0,98103,47.6872,-122.349,1610,4590 +1140000190,20150206T000000,219950.0,3,1.0,1300,9620,1.0,0,0,3,7,1300,0,1971,0,98003,47.282,-122.331,1420,9620 +8021700715,20140514T000000,702500.0,3,1.5,2360,6750,2.0,0,0,5,7,1930,430,1926,0,98103,47.6923,-122.332,1320,4500 +5151600170,20141016T000000,285000.0,3,1.5,1780,12231,1.0,0,0,4,8,1780,0,1956,0,98003,47.335,-122.321,2460,12663 +8129700255,20150213T000000,798750.0,2,2.25,2160,2578,3.0,0,0,3,8,2160,0,2005,0,98103,47.6607,-122.354,1800,2142 +9285800345,20140626T000000,320000.0,2,1.0,950,5316,1.0,0,2,3,7,950,0,1948,0,98126,47.57,-122.38,1620,6085 +5706200170,20141216T000000,425000.0,3,1.75,1680,14630,1.5,0,0,3,8,1680,0,1985,0,98027,47.5272,-122.044,1920,14630 +5536500020,20140716T000000,540000.0,4,2.5,2290,4450,2.0,0,0,3,9,2290,0,2004,0,98072,47.7385,-122.169,2570,5096 +98000950,20141210T000000,1060000.0,4,5.25,4140,14757,2.0,0,2,3,11,4140,0,2005,0,98075,47.5871,-121.969,4440,15523 +3362401611,20150325T000000,1165000.0,4,3.75,3920,4500,3.0,0,0,3,8,3920,0,2013,0,98103,47.6805,-122.346,2040,3000 +6205500280,20150421T000000,576000.0,3,1.75,1500,13891,1.0,0,0,4,7,1500,0,1951,0,98005,47.5866,-122.175,2020,13891 +7199330010,20150417T000000,525000.0,3,1.75,1720,7200,1.0,0,0,3,7,1140,580,1977,0,98052,47.6977,-122.132,1700,8400 +1332200130,20140822T000000,324950.0,4,2.5,2641,8615,2.0,0,0,3,7,2641,0,1998,0,98031,47.4038,-122.213,2641,8091 +3244500078,20140822T000000,600000.0,3,2.5,4930,77536,2.0,0,0,3,9,3930,1000,1981,0,98072,47.7634,-122.139,2760,7351 +3342102880,20140811T000000,464000.0,3,2.5,2460,5400,1.0,0,0,4,8,1520,940,2001,0,98056,47.5231,-122.202,1745,5400 +2557000630,20140707T000000,266000.0,4,2.25,1995,7102,2.0,0,0,4,8,1995,0,1981,0,98023,47.2986,-122.37,1880,7950 +1117200190,20140804T000000,775000.0,3,2.5,3010,74390,2.0,0,0,3,10,3010,0,1998,0,98053,47.6442,-121.999,3240,109771 +8122100130,20140618T000000,415000.0,3,1.75,1270,4800,1.0,0,0,3,7,1270,0,1952,2014,98126,47.5362,-122.376,1220,4800 +9558040050,20140919T000000,550000.0,4,2.75,3080,6731,2.0,0,3,3,9,3080,0,2003,0,98058,47.4522,-122.118,3080,6731 +5702380630,20150114T000000,235000.0,3,2.25,1670,7606,2.0,0,0,3,7,1670,0,1990,0,98022,47.1949,-121.982,1670,7433 +3300790670,20140620T000000,280000.0,3,2.0,1470,8089,1.0,0,0,3,7,1470,0,1987,0,98198,47.3878,-122.316,1530,7721 +2558660190,20141030T000000,459000.0,3,1.75,1730,7807,1.0,0,0,3,7,1260,470,1976,0,98034,47.7211,-122.169,1800,7650 +4388000460,20141014T000000,195000.0,3,1.0,1070,7615,1.0,0,0,4,7,1070,0,1969,0,98023,47.3189,-122.373,1240,6906 +3224800010,20141112T000000,235000.0,3,1.5,1660,8738,1.0,0,0,4,7,1080,580,1959,0,98002,47.3117,-122.208,1500,8466 +1672000020,20141126T000000,711800.0,4,2.25,2410,16650,1.0,0,0,4,8,2410,0,1965,0,98006,47.5706,-122.163,2720,11141 +2767701416,20150116T000000,440000.0,3,2.5,1040,1032,3.0,0,0,3,7,1040,0,2007,0,98107,47.6673,-122.377,1290,1275 +7821200307,20150217T000000,515000.0,2,1.0,970,3300,1.0,0,0,4,7,970,0,1916,0,98103,47.6609,-122.343,1060,3600 +4219400290,20140502T000000,1200000.0,5,2.75,2910,9480,1.5,0,0,3,8,2910,0,1939,0,98105,47.6552,-122.278,2940,6600 +6072650290,20150406T000000,560000.0,3,1.75,2340,12443,1.5,0,0,4,8,2340,0,1965,0,98006,47.5432,-122.177,1970,9600 +5647900670,20140620T000000,340000.0,3,1.75,1880,11249,1.0,0,0,3,7,1330,550,1985,0,98001,47.3295,-122.257,1870,14547 +1965200010,20141110T000000,600000.0,2,1.0,1110,3500,1.5,0,0,3,6,970,140,1912,0,98102,47.6453,-122.327,1884,1778 +319500080,20140618T000000,764000.0,4,2.5,2790,7938,2.0,0,0,3,9,2790,0,1997,0,98074,47.6223,-122.026,2780,7779 +9526500080,20140729T000000,337000.0,4,2.0,1590,8779,1.0,0,0,3,8,1590,0,2001,0,98019,47.7408,-121.974,2090,9600 +7856410430,20140530T000000,1385000.0,6,2.75,5700,20000,1.0,0,4,4,10,2850,2850,1977,0,98006,47.5601,-122.16,3690,15700 +8128700005,20141119T000000,249000.0,4,1.0,1200,7552,1.0,0,0,3,6,1060,140,1919,0,98126,47.5317,-122.37,1580,7680 +3444910020,20140715T000000,350000.0,3,3.0,3200,35782,1.0,0,0,3,8,2360,840,1978,0,98042,47.4121,-122.154,3090,37887 +2025700130,20150129T000000,269950.0,3,2.25,1510,6000,1.0,0,0,4,7,1150,360,1993,0,98038,47.3484,-122.036,1510,6000 +224069134,20150225T000000,735000.0,3,1.75,1880,108900,1.0,0,0,3,7,1880,0,1978,0,98075,47.5913,-122.01,2730,37731 +4217400305,20150331T000000,1295000.0,4,2.5,3070,4000,2.0,0,0,4,8,2070,1000,1940,0,98105,47.659,-122.281,2560,4000 +3288301410,20140911T000000,475000.0,4,2.25,2110,7560,2.0,0,0,4,8,2110,0,1974,0,98034,47.7331,-122.183,2110,7560 +9264950660,20150310T000000,339000.0,3,2.0,2350,8459,1.5,0,0,3,9,2350,0,1989,0,98023,47.3043,-122.349,2430,8459 +6744700285,20150311T000000,600000.0,4,3.5,3270,15160,1.0,0,2,3,8,1660,1610,1997,0,98155,47.7437,-122.287,2790,15160 +7750500275,20140807T000000,397500.0,4,1.75,2220,4760,1.0,0,0,3,7,1320,900,1918,0,98106,47.5215,-122.348,940,4760 +1125069153,20140822T000000,1525000.0,4,3.5,5990,111078,2.0,0,0,3,11,5990,0,2004,0,98053,47.667,-121.994,4690,118918 +1425059178,20140507T000000,460000.0,3,2.0,1760,9055,2.0,0,0,4,7,1760,0,1985,0,98052,47.6534,-122.128,2010,9383 +6671900130,20141216T000000,370000.0,4,2.75,2200,5207,1.0,0,0,5,7,1120,1080,1951,0,98133,47.74,-122.343,1210,6008 +3172600151,20150325T000000,250000.0,4,1.0,1550,7296,1.5,0,0,3,6,1550,0,1957,0,98106,47.5184,-122.366,1370,7680 +7237550020,20140703T000000,1100000.0,4,3.75,5070,60123,2.0,0,0,3,11,5070,0,2000,0,98053,47.6567,-122.004,4920,101930 +1934800078,20140930T000000,430000.0,2,2.25,1040,1516,2.0,0,0,3,8,1040,0,2008,0,98122,47.6037,-122.307,1560,1920 +4385700660,20140807T000000,1085000.0,3,1.5,2560,4000,1.5,0,0,5,8,1660,900,1927,0,98112,47.6384,-122.279,2560,4000 +923000414,20150419T000000,670000.0,3,1.75,1850,8160,1.0,0,0,3,8,1850,0,1952,0,98177,47.7241,-122.363,1600,8160 +2624049167,20150423T000000,461550.0,3,1.5,2090,11895,1.0,0,0,3,7,1790,300,1954,0,98118,47.5362,-122.267,2180,11072 +8929000380,20140805T000000,479990.0,3,2.5,2010,2386,2.0,0,0,3,8,1390,620,2014,0,98029,47.5525,-121.998,1690,1870 +4221250010,20150414T000000,643000.0,4,2.5,2518,4663,2.0,0,0,3,8,2518,0,2005,0,98075,47.5894,-122.017,2280,4525 +8861500080,20140930T000000,607000.0,3,2.75,2810,12813,2.0,0,0,3,8,2040,770,1988,0,98052,47.6796,-122.114,1890,10336 +1592000780,20140523T000000,625000.0,3,2.5,2600,10092,1.0,0,0,3,9,2600,0,1984,0,98074,47.6223,-122.032,2440,9298 +2484200080,20140729T000000,731100.0,3,2.5,2060,8778,1.0,0,0,3,8,1160,900,1953,2010,98136,47.5245,-122.384,1990,7560 +2322059136,20150309T000000,859000.0,3,2.5,2920,434728,2.0,0,3,4,8,2920,0,1999,0,98042,47.3809,-122.13,3150,55216 +2591820080,20141103T000000,435000.0,4,2.5,2130,10375,2.0,0,0,4,8,2130,0,1986,0,98058,47.4381,-122.16,2220,8508 +5729000080,20141029T000000,465000.0,3,3.0,2290,15600,1.0,0,0,3,8,1420,870,1948,1990,98001,47.3558,-122.29,1890,14143 +5100402764,20150415T000000,740000.0,3,1.0,1230,6380,1.5,0,0,3,7,1230,0,1927,0,98115,47.6947,-122.315,1250,6380 +5454000010,20141210T000000,740000.0,3,1.75,2020,9478,1.0,0,0,4,9,2020,0,1961,0,98040,47.5383,-122.238,3050,15594 +5412300130,20141119T000000,250000.0,3,2.0,1430,7280,1.0,0,0,3,7,990,440,1980,0,98030,47.3742,-122.18,1430,7280 +6873000190,20150311T000000,656000.0,2,2.5,2270,1763,3.0,0,0,3,7,1820,450,2009,0,98052,47.6757,-122.121,2180,1763 +9485300190,20141009T000000,300000.0,4,2.5,1910,8058,2.0,0,0,3,8,1910,0,1992,0,98031,47.3891,-122.172,1910,6500 +326069132,20150220T000000,643000.0,3,1.5,1780,214315,1.0,0,0,3,7,1780,0,1954,0,98077,47.7631,-122.028,2740,133419 +3832061060,20140807T000000,311000.0,4,2.5,2690,6124,2.0,0,0,3,7,2690,0,2007,0,98042,47.3343,-122.058,2300,6002 +6918730130,20140721T000000,360000.0,3,1.75,1330,7482,1.0,0,0,4,7,1330,0,1975,0,98034,47.7322,-122.207,1480,8096 +7952800010,20140519T000000,475000.0,4,2.5,3060,10043,1.0,0,0,4,8,1700,1360,1968,0,98133,47.7387,-122.337,1630,8296 +3834500417,20140809T000000,469950.0,3,3.25,1760,1778,3.0,0,0,3,8,1760,0,2008,0,98125,47.7201,-122.301,1520,1615 +5071700020,20140703T000000,240000.0,3,1.75,1570,8750,1.0,0,0,3,7,1570,0,1960,0,98148,47.4425,-122.333,1890,8825 +3826000470,20140929T000000,232000.0,2,1.0,960,8100,1.0,0,0,3,6,810,150,1936,0,98168,47.494,-122.304,960,12150 +921059132,20140813T000000,350000.0,3,2.0,1680,81893,1.0,0,0,3,7,1680,0,1991,0,98092,47.3248,-122.179,2480,38637 +1926059027,20150109T000000,803000.0,2,1.0,1440,33747,1.5,0,0,3,7,1440,0,1928,0,98034,47.7223,-122.209,1980,8400 +1328320440,20141210T000000,355000.0,3,2.25,1960,7000,1.0,0,0,3,8,1600,360,1980,0,98058,47.4427,-122.126,1980,7140 +1972202005,20140521T000000,475000.0,4,2.0,1790,2250,1.0,0,2,4,7,840,950,1909,0,98103,47.6526,-122.345,1440,1545 +2592201350,20150324T000000,823000.0,3,2.5,2560,9825,2.0,0,0,4,9,2560,0,1988,0,98006,47.5497,-122.145,2710,12034 +6430500293,20141112T000000,395000.0,2,1.5,1010,3060,1.0,0,0,4,7,1010,0,1918,0,98103,47.6897,-122.354,1160,4080 +6450300840,20150427T000000,499000.0,4,3.75,2560,5250,2.0,0,0,3,7,1900,660,1963,2006,98133,47.7326,-122.342,1400,5250 +1189000225,20150402T000000,420000.0,2,1.75,1200,3136,1.0,0,0,3,7,800,400,1904,2005,98122,47.6132,-122.297,1330,3164 +7804700020,20140812T000000,961500.0,3,2.5,3910,14000,2.0,0,0,3,10,3910,0,1999,0,98008,47.6374,-122.12,2280,14000 +9542300430,20150331T000000,833000.0,4,1.75,2260,12238,1.0,0,0,3,9,2260,0,1967,0,98005,47.5976,-122.178,2430,10204 +1775930440,20140623T000000,479000.0,3,2.25,2110,11319,2.0,0,0,4,8,2110,0,1978,0,98072,47.742,-122.105,1860,11319 +1725059182,20140701T000000,1150000.0,4,2.5,3340,10422,2.0,0,0,3,10,3340,0,1996,0,98033,47.6515,-122.197,1770,9490 +3992700130,20140708T000000,267000.0,3,1.0,1400,8100,1.5,0,0,3,6,1400,0,1944,0,98125,47.7124,-122.289,1420,8100 +824069193,20140911T000000,555000.0,4,1.75,1760,94525,1.5,0,0,3,7,1760,0,1988,0,98075,47.5882,-122.07,3030,34848 +3904910480,20140731T000000,490000.0,3,2.5,2010,9725,2.0,0,0,4,8,2010,0,1987,0,98029,47.568,-122.018,1850,6858 +2877102651,20140529T000000,619000.0,4,2.0,2300,3400,1.5,0,0,5,8,1550,750,1915,0,98117,47.678,-122.361,1670,4200 +9289100170,20141031T000000,569950.0,5,2.75,2510,28185,1.0,0,0,4,7,1600,910,1963,0,98155,47.7719,-122.282,2910,14880 +3797000680,20141125T000000,549000.0,3,2.0,1340,3000,2.0,0,0,5,7,1340,0,1905,0,98103,47.6857,-122.349,1120,3000 +3378900020,20141023T000000,422500.0,3,1.75,1560,7245,1.5,0,0,3,7,1560,0,1962,1985,98052,47.6868,-122.119,2220,8502 +4180300050,20140801T000000,400000.0,4,3.5,3350,9681,1.0,0,1,3,7,2140,1210,1980,0,98198,47.3978,-122.322,2580,9681 +7852010670,20140709T000000,692500.0,4,2.75,3710,7984,2.0,0,0,3,9,3710,0,1999,0,98065,47.5352,-121.868,2950,7984 +8562890280,20140626T000000,310000.0,4,2.5,2430,5499,2.0,0,0,3,8,2430,0,2002,0,98042,47.3779,-122.125,2890,5190 +3991400080,20141216T000000,499900.0,3,1.75,2430,8820,1.0,0,2,3,8,1630,800,1977,0,98178,47.4972,-122.233,2390,10050 +8651510020,20140827T000000,492000.0,3,2.25,2100,7335,2.0,0,0,3,8,2100,0,1983,0,98074,47.647,-122.061,2050,8930 +3924500130,20150506T000000,460000.0,2,2.5,1880,40575,1.0,0,0,3,9,1880,0,1987,0,98024,47.5614,-121.899,1930,32935 +2533300130,20140716T000000,800000.0,3,2.5,1630,2640,2.0,0,0,5,8,1630,0,1919,0,98119,47.6452,-122.371,1630,3000 +510002995,20150407T000000,832600.0,4,1.0,1640,4200,1.5,0,0,3,7,1640,0,1925,0,98103,47.6601,-122.332,1730,3990 +3825500080,20150318T000000,470000.0,4,2.75,2310,7350,1.0,0,0,3,8,1670,640,1989,0,98011,47.7505,-122.182,2600,6077 +8682231190,20141021T000000,542000.0,2,2.0,1930,4500,1.0,0,0,3,8,1930,0,2003,0,98053,47.7104,-122.031,1670,5200 +9412400185,20140619T000000,1309500.0,4,4.5,4750,13912,2.0,0,2,3,10,3600,1150,2005,0,98118,47.5332,-122.265,3600,22124 +7893804790,20141010T000000,308130.0,4,2.5,2300,7500,1.0,0,3,2,7,1650,650,1959,0,98198,47.4125,-122.33,2300,7500 +3630070010,20150311T000000,310000.0,2,1.0,1050,2699,1.0,0,0,3,7,1050,0,2005,0,98029,47.5471,-121.996,1240,2671 +723049132,20141022T000000,235000.0,2,1.0,1500,8015,1.0,0,0,3,6,1500,0,1947,0,98146,47.5027,-122.348,1130,8015 +1432600415,20140919T000000,215000.0,3,1.0,1150,7560,1.0,0,0,4,6,1150,0,1958,0,98058,47.4613,-122.184,1230,7560 +3306200010,20140605T000000,210000.0,4,1.5,1920,10403,1.0,0,0,3,7,1370,550,1959,0,98023,47.2987,-122.366,1550,9619 +425069102,20141126T000000,730000.0,4,2.75,3660,150282,2.0,0,0,3,10,3660,0,1990,0,98053,47.6813,-122.048,3090,53578 +1683600130,20141210T000000,245000.0,3,1.75,1720,9342,1.0,0,0,4,7,1140,580,1981,0,98092,47.3177,-122.182,1330,7540 +3741600020,20140915T000000,540000.0,3,2.25,2100,20018,1.0,0,4,3,8,1470,630,1948,0,98166,47.4544,-122.366,2410,17196 +5412101150,20150203T000000,299000.0,4,2.5,2400,6078,2.0,0,0,3,8,2400,0,2001,0,98001,47.2606,-122.285,2406,7642 +509000020,20141118T000000,510000.0,3,2.5,2540,40106,2.0,0,0,3,10,2540,0,1991,0,98074,47.6037,-122.043,3190,71797 +1311500020,20140703T000000,198000.0,4,1.75,2080,7200,1.0,0,0,4,7,1050,1030,1966,0,98001,47.3385,-122.282,1500,7350 +662350050,20140523T000000,950000.0,5,3.25,3400,7452,2.0,0,0,3,10,3400,0,1999,0,98007,47.6141,-122.136,2650,8749 +3327020290,20150220T000000,300000.0,4,1.75,2200,7600,2.0,0,0,3,8,2200,0,1978,0,98092,47.3131,-122.191,1910,7600 +1086100130,20140904T000000,528000.0,5,1.75,2140,8580,1.0,0,0,3,7,1200,940,1962,0,98033,47.6625,-122.178,1600,9206 +2111011060,20140618T000000,507000.0,5,3.25,3850,16249,2.0,0,2,3,9,3030,820,2002,0,98092,47.3324,-122.168,2640,7393 +7852090280,20150219T000000,770000.0,4,3.25,4270,6384,2.0,0,0,3,9,3060,1210,2001,0,98065,47.5362,-121.874,2850,6285 +2873000780,20150220T000000,255000.0,3,1.75,1340,7210,1.0,0,0,4,7,1340,0,1975,0,98031,47.4182,-122.167,1370,7210 +3530470190,20150505T000000,220000.0,1,1.5,1100,3451,1.5,0,0,4,8,1100,0,1978,0,98198,47.3829,-122.322,1400,4560 +5014600440,20150223T000000,690700.0,5,2.75,2870,5349,2.0,0,0,3,9,2870,0,2005,0,98059,47.5405,-122.187,2800,5000 +5049800005,20140627T000000,447000.0,2,1.0,1320,8380,1.0,0,0,3,7,1320,0,1953,0,98177,47.705,-122.367,1290,8025 +7443001470,20140520T000000,755000.0,6,2.0,2150,4505,1.0,0,0,3,7,1270,880,1952,0,98119,47.6514,-122.369,1740,4505 +2771604640,20150313T000000,700000.0,4,1.5,2470,6000,1.5,0,0,3,7,1480,990,1940,0,98199,47.6365,-122.391,2140,4000 +7140200280,20140715T000000,250000.0,4,2.75,1910,7700,1.0,0,0,4,7,1000,910,1980,0,98030,47.369,-122.17,1880,7875 +3793500780,20140510T000000,320000.0,3,2.5,2130,6969,2.0,0,0,3,7,2130,0,2003,0,98038,47.3655,-122.027,1670,9545 +5525400420,20140514T000000,565000.0,4,2.5,2240,14667,2.0,0,0,4,9,2240,0,1989,0,98059,47.5276,-122.161,2410,11243 +7986400305,20150424T000000,754300.0,5,2.75,1800,4500,2.0,0,0,4,7,1680,120,1939,0,98107,47.6648,-122.358,1730,4500 +3619600143,20140505T000000,650000.0,3,1.5,2160,9000,1.0,0,2,4,8,1400,760,1949,0,98177,47.7241,-122.369,3010,9000 +7787890050,20150218T000000,529888.0,4,2.5,3140,8455,2.0,0,0,3,8,3140,0,2003,0,98059,47.4866,-122.147,3140,7391 +2780700050,20141106T000000,432000.0,3,2.5,1920,9812,2.0,0,0,3,8,1920,0,2000,0,98028,47.7633,-122.243,1830,10534 +5595900280,20150318T000000,235000.0,3,1.0,1050,7670,1.5,0,0,5,7,1050,0,1955,0,98022,47.2046,-121.996,1220,7670 +7203220130,20150127T000000,994900.0,4,3.5,3695,6556,2.0,0,0,3,9,3695,0,2014,0,98053,47.683,-122.015,4160,6786 +9406540130,20150403T000000,489000.0,4,2.5,3910,8442,2.0,0,0,3,9,2710,1200,2000,0,98038,47.3766,-122.027,2650,7576 +9526600250,20150420T000000,800000.0,4,2.75,3010,7427,2.0,0,0,3,8,3010,0,2010,0,98052,47.7068,-122.112,3000,4929 +9542900190,20140516T000000,370000.0,4,1.5,1370,9957,1.0,0,0,3,7,900,470,1972,0,98034,47.7237,-122.181,1510,8088 +3840700653,20141212T000000,436000.0,4,2.75,2080,9600,1.0,0,0,3,8,1240,840,1979,0,98034,47.7149,-122.235,1880,9525 +6084200080,20140528T000000,395000.0,3,2.5,2250,3757,2.0,0,0,3,7,2250,0,2006,0,98059,47.4787,-122.129,2250,4556 +3705900130,20140523T000000,377691.0,5,1.75,2120,8399,1.0,0,0,4,7,1320,800,1942,0,98133,47.7621,-122.335,2120,8398 +3333002385,20150417T000000,370000.0,5,3.0,2220,5185,2.0,0,3,3,7,2220,0,2003,0,98118,47.543,-122.29,2340,6316 +3904910050,20141023T000000,515000.0,3,2.5,1440,4394,1.0,0,0,5,8,1440,0,1987,0,98029,47.5688,-122.019,1900,5893 +5556900080,20140926T000000,169000.0,3,1.0,910,7686,1.0,0,0,3,7,910,0,1969,0,98001,47.3405,-122.288,1020,7686 +4443800415,20150321T000000,475000.0,3,1.0,1270,4268,1.0,0,0,3,7,1270,0,1921,0,98117,47.6848,-122.392,1310,4080 +3791400250,20150425T000000,420000.0,3,2.5,2480,6180,2.0,0,0,3,9,2480,0,1999,0,98031,47.4044,-122.208,2870,6180 +9551201585,20140701T000000,1297000.0,6,2.75,2630,9420,2.0,0,0,5,9,2510,120,1900,0,98103,47.6695,-122.337,1540,4969 +7856620050,20150225T000000,822000.0,3,2.0,2410,13300,2.0,0,0,3,9,1840,570,1985,0,98006,47.5632,-122.148,2930,10900 +9320200050,20141216T000000,1500000.0,4,2.75,2930,25697,1.0,0,0,4,9,2310,620,1964,0,98004,47.6264,-122.226,3810,20681 +1954420380,20150330T000000,485000.0,3,2.25,1570,6810,1.0,0,0,3,8,1180,390,1988,0,98074,47.6176,-122.044,1620,6584 +740500010,20140807T000000,270000.0,4,1.0,1900,8505,1.0,0,0,3,7,1200,700,1956,0,98055,47.4406,-122.196,1440,8505 +6673050020,20150401T000000,300000.0,6,2.5,2590,11250,1.0,0,0,4,8,1390,1200,1978,0,98055,47.4608,-122.196,2270,8360 +1853081060,20150416T000000,878000.0,4,2.5,3810,7728,2.0,0,0,3,9,3810,0,2007,0,98074,47.5925,-122.058,3290,7728 +6308000020,20150403T000000,590000.0,3,2.5,2290,4203,2.0,0,0,3,9,2290,0,2001,0,98006,47.5441,-122.172,2290,5089 +1720800305,20141119T000000,611900.0,1,2.25,1220,2100,2.0,0,2,4,8,1220,0,1946,1979,98033,47.6703,-122.204,3150,6000 +1682000280,20150319T000000,240000.0,3,1.75,1100,7373,1.0,0,0,4,7,1100,0,1968,0,98092,47.3124,-122.183,1430,8415 +3814800280,20150417T000000,395000.0,4,2.5,2810,10951,2.0,0,0,3,8,2810,0,2003,0,98092,47.3249,-122.187,1680,6625 +3352402195,20140716T000000,169000.0,3,1.0,890,7110,1.0,0,0,3,6,890,0,1957,0,98178,47.4971,-122.261,1100,8375 +9320600170,20150324T000000,200500.0,3,2.0,1280,14972,1.0,0,0,3,7,1280,0,1963,0,98031,47.4129,-122.209,1800,9698 +5205000250,20150410T000000,308000.0,3,2.5,2320,7140,2.0,0,0,3,8,2320,0,1990,0,98003,47.275,-122.295,2360,7955 +9264920250,20140710T000000,290256.0,3,2.25,1720,7885,2.0,0,0,3,8,1720,0,1983,0,98023,47.3136,-122.344,2340,7885 +2473101190,20150427T000000,279950.0,3,1.75,1530,8800,1.0,0,0,4,7,1040,490,1967,0,98058,47.4483,-122.158,1530,8690 +5437820020,20140807T000000,195000.0,3,1.75,1580,7875,1.0,0,0,3,7,1580,0,1979,0,98022,47.1958,-122.003,1560,8314 +4067600275,20140826T000000,630000.0,3,1.0,1360,13000,1.0,0,0,5,6,1360,0,1945,0,98010,47.3359,-122.033,1890,19650 +6447300345,20150406T000000,1160000.0,4,3.0,2680,15438,2.0,0,2,3,8,2680,0,1902,1956,98039,47.6109,-122.226,4480,14406 +3905100280,20140701T000000,478000.0,3,2.25,1640,3896,2.0,0,0,3,8,1640,0,1994,0,98029,47.5689,-122.006,1780,3999 +9285800275,20140814T000000,835000.0,3,2.25,2520,6690,2.0,0,2,5,8,1700,820,1944,1990,98126,47.5705,-122.381,1990,5792 +1891100130,20150417T000000,639000.0,3,2.25,1400,2421,2.0,0,0,3,9,1400,0,2005,0,98034,47.695,-122.169,1500,2743 +1592000250,20141013T000000,623000.0,4,2.75,2300,12633,2.0,0,0,3,9,2300,0,1984,0,98074,47.6218,-122.032,2240,9246 +2328800130,20141217T000000,220000.0,3,1.75,1900,7680,1.0,0,0,3,7,1260,640,1959,0,98178,47.5081,-122.266,2000,7740 +6067910130,20150325T000000,526000.0,3,2.25,2000,18099,1.0,0,0,4,8,1250,750,1978,0,98006,47.5443,-122.18,2060,12000 +3333002790,20150123T000000,243500.0,2,1.0,900,5016,1.0,0,0,3,6,900,0,1948,0,98118,47.542,-122.282,1420,5184 +9478400080,20140512T000000,750000.0,4,2.5,2980,4930,2.0,0,0,3,9,2890,90,2000,0,98006,47.5445,-122.12,2980,6099 +3450300020,20150318T000000,329000.0,4,2.0,1850,9126,1.0,0,0,5,7,1850,0,1963,0,98059,47.5009,-122.164,1730,9110 +2663000050,20140926T000000,525000.0,4,1.0,1570,4000,1.5,0,0,3,7,1570,0,1920,0,98102,47.6275,-122.321,1610,4000 +3145600250,20150317T000000,190000.0,2,1.0,670,3101,1.0,0,0,4,6,670,0,1948,0,98118,47.5546,-122.274,1660,4100 +6206100130,20140626T000000,772650.0,4,2.5,2660,10800,1.0,0,0,3,7,2660,0,1955,2014,98005,47.5894,-122.172,2640,10800 +8944320420,20140710T000000,355000.0,3,2.5,2110,4038,2.0,0,0,4,8,2110,0,1989,0,98042,47.3875,-122.153,2110,3727 +224069145,20150401T000000,650000.0,3,1.75,1970,54450,1.0,0,0,3,8,1570,400,1980,0,98075,47.5936,-122.012,2460,36677 +3363900280,20150311T000000,678500.0,3,2.75,1210,3600,1.5,0,2,5,7,1210,0,1910,0,98103,47.6798,-122.354,1630,3910 +7504110050,20140626T000000,669950.0,4,2.5,2670,11877,2.0,0,0,3,9,2670,0,1996,0,98074,47.6327,-122.036,2430,11333 +624100950,20150311T000000,850000.0,3,2.25,3000,18450,1.0,0,0,3,10,3000,0,1983,0,98077,47.7274,-122.062,2980,12304 +9416400020,20140827T000000,572000.0,3,2.75,2200,3885,2.0,0,0,3,8,2200,0,2002,0,98074,47.6171,-122.028,2710,6000 +3578400950,20140801T000000,492450.0,3,1.75,1540,13002,1.0,0,0,2,8,1200,340,1984,0,98074,47.6231,-122.044,1620,10098 +4100000050,20141030T000000,813000.0,3,1.75,2080,11866,1.0,0,0,3,8,2080,0,1960,0,98005,47.5872,-122.173,2240,10696 +3475000080,20140828T000000,710000.0,3,2.0,1780,9732,1.0,0,0,3,8,1780,0,1967,0,98040,47.5796,-122.229,1900,10200 +7871500345,20141202T000000,792500.0,3,1.5,1960,2400,2.0,0,0,3,8,1330,630,1911,0,98119,47.6423,-122.37,2090,4000 +8857600680,20150313T000000,285900.0,5,1.5,1690,7725,1.5,0,0,4,7,1690,0,1961,0,98032,47.3859,-122.288,1690,7739 +2817100430,20150511T000000,389000.0,3,2.0,2080,12972,1.0,0,0,4,7,1250,830,1981,0,98070,47.3733,-122.432,1530,10089 +7649400170,20141205T000000,675000.0,3,2.25,2070,2833,2.0,0,2,3,8,1490,580,1966,0,98136,47.5543,-122.398,1940,3794 +4048400185,20141022T000000,352000.0,2,0.75,760,33801,1.0,0,0,4,4,760,0,1931,0,98059,47.4703,-122.076,1100,39504 +3303960250,20150507T000000,1050000.0,4,3.25,4020,11588,2.0,0,0,3,11,4020,0,2000,0,98059,47.5217,-122.155,3190,8066 +2785000480,20150108T000000,768500.0,4,1.75,3620,10400,1.0,0,0,4,8,1820,1800,1965,0,98005,47.6069,-122.167,2410,10400 +2926049400,20141226T000000,500000.0,4,2.0,2330,7778,1.0,0,0,3,7,1230,1100,1961,0,98125,47.7109,-122.323,1250,8160 +5452302195,20141230T000000,685000.0,3,2.5,1460,8800,1.0,0,0,4,7,1460,0,1956,0,98040,47.5895,-122.232,2200,8800 +3528900980,20140523T000000,648475.0,4,2.75,2250,5700,1.0,0,0,3,8,1200,1050,1951,0,98109,47.6406,-122.344,1720,3850 +3886901795,20150422T000000,655000.0,6,5.0,2850,6600,2.0,0,0,3,7,2850,0,1994,0,98033,47.6813,-122.187,1870,9900 +1868900675,20140912T000000,895000.0,4,2.75,2640,4000,2.0,0,0,5,8,1730,910,1925,0,98115,47.6727,-122.297,1530,3740 +4031000290,20150408T000000,195000.0,3,1.0,1310,9554,1.0,0,0,3,7,960,350,1962,0,98001,47.2949,-122.285,1310,9845 +9264960480,20141208T000000,368000.0,4,2.5,2720,7350,2.0,0,0,3,9,2720,0,1989,0,98023,47.3028,-122.35,2570,8336 +3303980680,20150228T000000,997000.0,4,3.5,3430,13609,2.0,0,0,3,11,3430,0,2001,0,98059,47.5196,-122.151,3880,11614 +1775930010,20141222T000000,335000.0,3,2.75,1990,19991,1.0,0,0,3,7,1340,650,1977,0,98072,47.7434,-122.106,1750,9775 +3329520170,20140521T000000,250000.0,3,2.0,1170,7258,1.0,0,0,3,7,1170,0,1984,0,98001,47.3333,-122.266,1410,7750 +9321010130,20150312T000000,278500.0,3,1.75,1390,8980,1.0,0,0,4,8,1390,0,1985,0,98022,47.2015,-122.005,1770,9085 +7696600020,20150128T000000,260000.0,4,1.5,1540,7300,2.0,0,0,3,7,1540,0,1973,0,98001,47.3317,-122.276,1580,7650 +2690600005,20141001T000000,162500.0,2,1.0,760,6141,1.0,0,0,2,6,760,0,1920,0,98118,47.5469,-122.277,900,4120 +923049323,20140714T000000,239000.0,4,1.0,1280,8316,1.0,0,0,3,6,1280,0,1950,0,98168,47.4989,-122.302,1310,7830 +6705870080,20141121T000000,600000.0,4,2.5,2990,5122,2.0,0,0,3,8,2990,0,2004,0,98075,47.5773,-122.055,3140,7875 +3797710010,20150428T000000,350000.0,4,2.25,1770,7778,2.0,0,0,3,7,1770,0,1998,0,98031,47.4192,-122.201,1770,7591 +98030630,20141215T000000,852500.0,5,3.75,3830,8131,2.0,0,0,3,10,3830,0,2005,0,98075,47.5837,-121.971,3570,7290 +8106300840,20140721T000000,485000.0,3,2.5,2870,5490,2.0,0,0,3,9,2870,0,2008,0,98055,47.4471,-122.207,3040,5442 +1074100020,20141007T000000,299000.0,3,1.0,1520,8320,1.0,0,0,3,6,1520,0,1953,0,98133,47.7699,-122.335,1500,8320 +418000010,20150422T000000,227450.0,2,1.0,660,6509,1.0,0,0,4,5,660,0,1952,0,98056,47.4938,-122.171,970,5713 +1782000130,20140523T000000,383000.0,3,1.0,1800,5612,1.0,0,0,4,7,1200,600,1942,0,98126,47.525,-122.378,1450,5250 +2124079093,20150112T000000,835000.0,2,3.25,3570,392475,1.0,0,0,3,9,2370,1200,1998,0,98024,47.5448,-121.93,3190,217800 +9828702890,20150211T000000,760000.0,5,1.5,3050,2992,1.5,0,0,4,8,1920,1130,1931,0,98112,47.621,-122.302,1200,1209 +3797001815,20150217T000000,532500.0,2,1.0,820,3000,1.0,0,0,4,7,820,0,1924,0,98103,47.6842,-122.348,1490,3000 +6979900080,20141125T000000,635000.0,3,2.5,3610,26359,1.0,0,0,3,8,1950,1660,1998,0,98053,47.6306,-121.968,2620,26427 +7319900345,20140825T000000,438500.0,3,2.0,1490,3072,1.0,0,0,5,7,770,720,1912,0,98144,47.5772,-122.307,1320,3072 +4346300010,20140618T000000,545500.0,3,2.5,1560,9361,1.5,0,0,4,7,1360,200,1936,0,98108,47.5591,-122.295,1670,6244 +2432000130,20150414T000000,675000.0,3,1.75,1660,9549,1.0,0,0,3,7,1660,0,1956,0,98033,47.6503,-122.198,2090,9549 +9165100130,20140618T000000,450000.0,3,1.75,1180,4080,1.0,0,0,4,6,760,420,1928,0,98117,47.6825,-122.391,1490,4080 +844000425,20141223T000000,199999.0,3,1.0,960,10815,1.0,0,0,5,5,960,0,1900,0,98010,47.3091,-122.006,1330,10815 +6076500364,20140910T000000,375000.0,3,1.5,1630,16170,1.0,0,0,3,7,1630,0,1988,0,98034,47.7104,-122.235,1630,9931 +9238430430,20150430T000000,600000.0,4,2.25,2260,43847,2.0,0,0,3,8,2260,0,1982,0,98072,47.7713,-122.129,2470,37304 +2854800095,20140708T000000,292600.0,3,1.5,1520,7123,1.0,0,0,4,7,1520,0,1959,0,98056,47.4991,-122.176,1450,8023 +31200020,20150319T000000,1038000.0,5,2.75,3050,8904,1.0,0,0,4,8,1650,1400,1956,0,98040,47.5709,-122.214,2920,8904 +5364200381,20141010T000000,610000.0,3,1.0,1000,4959,1.0,0,0,3,8,1000,0,1945,0,98105,47.6629,-122.277,2240,4959 +1515910290,20140825T000000,397450.0,4,2.5,2650,9451,2.0,0,0,4,8,2650,0,1993,0,98042,47.3693,-122.129,2510,8850 +3459000020,20150414T000000,382000.0,3,2.25,1750,15528,1.0,0,0,3,8,1270,480,1963,0,98155,47.7739,-122.274,2170,12000 +3303000130,20150116T000000,370000.0,3,2.25,1770,7667,1.0,0,0,3,8,1270,500,1966,0,98177,47.7724,-122.362,2180,8103 +3303000130,20150428T000000,520000.0,3,2.25,1770,7667,1.0,0,0,3,8,1270,500,1966,0,98177,47.7724,-122.362,2180,8103 +3235100080,20140701T000000,260000.0,2,1.0,770,7906,1.0,0,0,4,6,770,0,1948,0,98155,47.766,-122.32,990,7906 +7284900460,20141120T000000,890000.0,4,2.5,3370,7200,2.0,0,0,3,8,3370,0,2014,0,98177,47.7698,-122.384,1880,7200 +6332940020,20140826T000000,344000.0,5,2.0,2130,8412,1.0,0,0,3,7,1440,690,1946,2000,98155,47.7403,-122.318,2310,7474 +8802400415,20140625T000000,205000.0,3,1.0,1050,8498,1.0,0,0,3,7,1050,0,1958,0,98031,47.4038,-122.203,1340,8498 +4131500190,20150507T000000,379000.0,5,2.5,2803,8550,1.0,0,0,3,8,2803,0,1963,2011,98003,47.3032,-122.306,1810,8550 +7524400250,20140822T000000,424240.0,3,2.0,2080,12094,2.0,0,0,4,8,2080,0,1982,0,98052,47.7035,-122.164,2230,12204 +7524400250,20141124T000000,589950.0,3,2.0,2080,12094,2.0,0,0,4,8,2080,0,1982,0,98052,47.7035,-122.164,2230,12204 +4441300440,20140512T000000,582000.0,4,1.75,2120,4650,1.0,0,1,3,7,1190,930,1951,0,98117,47.6964,-122.4,2070,6487 +1898200080,20150312T000000,349000.0,3,2.5,2550,7709,2.0,0,0,3,9,2550,0,1989,0,98023,47.3081,-122.391,2410,9250 +1245003375,20150408T000000,658000.0,3,1.0,1290,12005,1.0,0,0,4,7,1290,0,1966,0,98033,47.6835,-122.199,1930,8000 +3574300250,20141029T000000,294000.0,5,2.75,1790,5000,1.5,0,0,4,7,1060,730,1915,0,98106,47.5655,-122.363,1400,5000 +5071400104,20140626T000000,690000.0,5,3.5,2720,7598,2.0,0,0,3,8,1860,860,1993,0,98115,47.6931,-122.283,2430,7728 +9287801150,20150423T000000,600000.0,3,1.0,1040,5000,1.5,0,2,3,7,1040,0,1912,0,98107,47.6754,-122.359,1440,4400 +8651431100,20150116T000000,199990.0,3,1.0,840,5200,1.0,0,0,3,6,840,0,1969,2014,98042,47.3685,-122.077,870,5200 +236500010,20141209T000000,220000.0,3,1.75,1650,8850,1.0,0,0,3,7,1650,0,1959,0,98188,47.4331,-122.291,1400,8800 +1441800250,20150126T000000,440000.0,4,2.25,2080,15750,1.0,0,0,3,8,1460,620,1976,0,98034,47.7225,-122.2,1960,10500 +8929000050,20140904T000000,439990.0,4,2.5,1540,1994,2.0,0,0,3,8,1540,0,2014,0,98029,47.5526,-121.999,1540,1689 +98030660,20150311T000000,815000.0,4,2.5,3880,7208,2.0,0,0,3,10,3880,0,2006,0,98075,47.5841,-121.971,3280,7221 +3905100380,20150421T000000,535000.0,4,2.25,1860,3766,2.0,0,0,3,8,1860,0,1995,0,98029,47.5699,-122.006,1860,4169 +1140000050,20141126T000000,215000.0,3,1.75,1280,10016,1.0,0,0,4,7,1280,0,1975,0,98003,47.2823,-122.333,1670,9764 +5561000010,20150223T000000,605000.0,3,2.5,3200,35012,1.5,0,0,3,8,2100,1100,1965,0,98027,47.4651,-121.993,2690,35100 +8856920250,20140530T000000,349900.0,3,2.5,2200,7278,2.0,0,0,3,8,2200,0,1990,0,98058,47.4624,-122.132,2190,8580 +5100402668,20150218T000000,495000.0,3,1.0,1570,5510,1.0,0,0,4,7,1070,500,1940,0,98115,47.6942,-122.319,1770,6380 +2426049180,20141014T000000,515100.0,3,2.5,2074,4900,2.0,0,0,3,8,2074,0,1997,0,98034,47.7327,-122.233,1840,7382 +205000010,20140624T000000,620000.0,4,2.5,2450,55387,2.0,0,0,3,9,2450,0,1994,0,98053,47.6323,-121.985,2730,38827 +7504060020,20150122T000000,657500.0,4,2.25,2520,10370,2.0,0,0,3,9,2520,0,1980,0,98074,47.6377,-122.049,2848,12682 +4204400098,20150119T000000,250000.0,5,1.75,2190,8250,1.0,0,2,3,7,1190,1000,1963,0,98055,47.4887,-122.223,2570,8250 +4204400098,20150421T000000,385000.0,5,1.75,2190,8250,1.0,0,2,3,7,1190,1000,1963,0,98055,47.4887,-122.223,2570,8250 +2131200766,20140522T000000,307000.0,3,1.5,2320,7500,1.0,0,0,3,7,2320,0,1976,0,98019,47.7413,-121.979,1480,10000 +7760400480,20150513T000000,288000.0,3,2.5,1370,9253,1.0,0,0,3,7,1090,280,1994,0,98042,47.3717,-122.073,1470,9253 +1863900225,20141028T000000,226450.0,3,1.75,1730,7200,1.5,0,0,4,6,1730,0,1944,0,98032,47.3774,-122.236,860,7200 +1787600224,20150310T000000,390000.0,3,2.5,1640,6991,1.0,0,0,3,7,1110,530,1967,0,98125,47.7255,-122.327,1860,7342 +323089134,20140930T000000,350000.0,3,1.0,1300,10236,1.0,0,0,4,6,1300,0,1971,0,98045,47.5028,-121.77,1380,11325 +7663700759,20141201T000000,368000.0,3,1.5,1560,7884,1.0,0,0,3,7,1060,500,1969,0,98125,47.7312,-122.298,1820,9000 +3856904970,20140818T000000,469000.0,2,1.0,1120,4284,1.0,0,0,3,6,730,390,1921,0,98105,47.6688,-122.324,2050,4160 +1126059007,20150323T000000,865000.0,3,2.25,2670,150270,2.0,0,0,3,9,2670,0,1985,0,98072,47.7601,-122.134,3080,81054 +2473002850,20150113T000000,515000.0,5,2.5,3810,15916,1.5,0,0,5,8,3810,0,1967,0,98058,47.4521,-122.14,2470,11662 +1112700130,20150123T000000,410000.0,3,1.75,1440,8560,1.0,0,0,4,7,1440,0,1979,0,98034,47.7296,-122.232,1460,7560 +121059007,20140808T000000,210000.0,4,1.0,1200,43560,1.0,0,0,3,5,1200,0,1968,0,98042,47.3375,-122.123,1400,54450 +2896600020,20150325T000000,460000.0,3,1.75,1520,7700,1.0,0,0,3,7,820,700,1969,0,98034,47.7226,-122.219,1420,7674 +9264900660,20140919T000000,241500.0,4,2.5,2500,9654,1.0,0,0,3,8,1830,670,1979,0,98023,47.3137,-122.343,2500,8839 +7754900280,20140623T000000,322200.0,4,2.25,2010,19000,2.0,0,0,4,8,2010,0,1975,0,98042,47.3734,-122.119,1950,19626 +9282801950,20140818T000000,279000.0,4,1.0,1210,6000,1.5,0,2,3,7,1210,0,1943,0,98178,47.5026,-122.234,1470,6000 +3123039063,20140908T000000,303000.0,2,1.0,1100,27007,1.0,0,0,4,6,1100,0,1943,0,98070,47.4471,-122.473,1746,91476 +2770606915,20141020T000000,420000.0,3,1.5,1050,6615,1.0,0,0,4,6,800,250,1950,0,98199,47.6578,-122.39,1530,5250 +5379804690,20140813T000000,249000.0,3,1.75,2120,18335,1.0,0,0,3,7,1380,740,1961,0,98188,47.451,-122.273,2050,18333 +6855700080,20140714T000000,294950.0,3,1.0,1240,8840,1.0,0,0,3,6,1240,0,1952,0,98125,47.7277,-122.308,1250,8840 +3856900507,20140512T000000,1315000.0,4,3.5,3460,3997,2.0,0,0,3,10,2560,900,2004,0,98103,47.6718,-122.329,1860,4000 +3501600185,20140915T000000,335000.0,3,1.75,1270,4800,1.0,0,0,3,7,1270,0,1953,0,98117,47.693,-122.361,1490,4800 +1068000235,20140605T000000,1155000.0,4,2.25,2980,8051,1.5,0,2,4,10,2020,960,1935,0,98199,47.6426,-122.409,2760,5499 +7519000585,20150311T000000,520000.0,2,1.0,1250,3708,1.5,0,0,3,7,1250,0,1926,0,98117,47.685,-122.363,1430,3708 +1562200380,20140916T000000,560000.0,4,1.75,1740,8800,1.0,0,0,4,8,1740,0,1965,0,98007,47.6232,-122.142,2180,8436 +7523700305,20141012T000000,243400.0,4,1.5,1730,7464,2.0,0,0,4,7,1730,0,1959,0,98032,47.3782,-122.304,1370,7860 +8807810050,20140529T000000,405000.0,3,2.0,1240,14404,1.0,0,0,3,7,1240,0,1988,0,98053,47.6614,-122.06,1350,9990 +3699100130,20141002T000000,495000.0,2,1.0,1670,14695,1.5,0,0,5,7,1670,0,1930,0,98033,47.7001,-122.2,1800,11355 +2215901650,20150402T000000,350000.0,4,2.5,2140,7095,2.0,0,0,3,8,2140,0,1992,0,98038,47.3528,-122.057,1600,7182 +1099900020,20141211T000000,368500.0,5,2.75,2530,7601,1.0,0,0,3,7,1520,1010,1992,0,98188,47.4683,-122.263,2400,7776 +5128000010,20150105T000000,99000.0,2,1.0,960,8236,1.0,0,0,2,6,960,0,1948,0,98058,47.4698,-122.166,1260,8236 +3303980660,20140603T000000,1070000.0,4,3.75,4130,12320,2.0,0,0,3,11,4130,0,2001,0,98059,47.5194,-122.151,3690,11227 +1155640050,20140826T000000,430000.0,4,1.75,1710,7724,1.0,0,0,3,8,1710,0,1983,0,98155,47.7721,-122.293,1940,7724 +8087800020,20140515T000000,412500.0,3,1.5,1490,8475,1.0,0,0,4,7,1490,0,1963,0,98052,47.6571,-122.133,1490,8540 +3293200190,20141213T000000,1122500.0,4,3.25,4750,62365,2.0,0,0,3,11,4750,0,1988,0,98052,47.7149,-122.099,3300,31866 +1862000010,20140828T000000,915000.0,4,2.5,3400,35062,2.0,0,0,4,11,3400,0,1988,0,98052,47.7168,-122.113,2880,9705 +5711200170,20140523T000000,535000.0,3,2.5,2210,7620,2.0,0,0,3,8,2210,0,1994,0,98052,47.6938,-122.13,1920,7440 +8690800130,20141104T000000,390000.0,3,1.5,1650,8676,1.0,0,0,4,8,1130,520,1979,0,98133,47.7471,-122.352,1400,8499 +2768100545,20140908T000000,499000.0,3,1.5,1260,3135,1.0,0,0,4,7,780,480,1944,0,98107,47.6693,-122.371,1540,3025 +2596400050,20140730T000000,375000.0,3,1.0,1960,7955,1.0,0,0,4,7,1260,700,1963,0,98177,47.7641,-122.364,1850,8219 +2641400290,20141028T000000,349000.0,4,2.5,1800,7620,2.0,0,0,3,8,1800,0,1995,0,98055,47.4346,-122.201,1800,6879 +3210600010,20141031T000000,635000.0,3,2.25,1940,7482,1.0,0,0,4,7,1240,700,1964,0,98004,47.6004,-122.195,2340,9310 +8691370290,20141215T000000,682000.0,4,2.75,2820,8009,2.0,0,0,3,9,2820,0,2001,0,98075,47.6,-121.977,2820,7398 +1790000080,20150203T000000,321027.0,4,2.25,2820,16770,1.0,0,0,4,8,1920,900,1966,0,98023,47.3186,-122.364,2320,13850 +7116000425,20141125T000000,150000.0,2,1.0,720,4120,1.0,0,0,5,5,720,0,1915,0,98002,47.303,-122.217,940,6180 +8143100500,20141213T000000,410000.0,3,1.75,1640,17583,1.0,0,0,3,7,1110,530,1969,0,98034,47.726,-122.203,1420,11680 +3735900545,20140523T000000,449950.0,3,2.0,1560,4080,2.0,0,0,3,7,1560,0,1923,1982,98115,47.6892,-122.319,1900,4080 +1443500305,20141013T000000,194990.0,6,2.5,1560,7144,1.0,0,0,3,6,1060,500,1913,0,98118,47.5335,-122.272,1300,6232 +3649100103,20150102T000000,475000.0,4,1.75,1910,8775,1.0,0,0,3,7,1210,700,1956,0,98028,47.7396,-122.247,2210,8778 +6746700605,20150128T000000,530000.0,5,1.75,1570,3000,2.0,0,0,4,7,1570,0,1908,0,98105,47.6677,-122.316,1610,3000 +7999950020,20140722T000000,319950.0,4,2.5,2038,7643,2.0,0,0,3,8,2038,0,2011,0,98092,47.3296,-122.18,2634,6824 +9211500010,20150327T000000,210000.0,3,2.25,1720,9435,1.0,0,0,4,7,1220,500,1978,0,98023,47.2979,-122.377,1690,7215 +1324300290,20141226T000000,485000.0,3,2.75,1670,3330,1.5,0,0,4,7,1670,0,1925,0,98107,47.6551,-122.36,1370,5000 +8691310380,20150128T000000,774000.0,4,2.75,2830,10240,2.0,0,0,4,9,2830,0,1998,0,98075,47.5903,-121.986,3490,10240 +4037400430,20141015T000000,478000.0,4,2.0,1690,8208,1.0,0,0,4,7,1210,480,1958,0,98008,47.6052,-122.126,1620,8496 +254000545,20141023T000000,385000.0,4,2.5,1620,5280,2.0,0,0,4,7,1620,0,1924,1971,98146,47.5132,-122.384,1590,5280 +7214780020,20150417T000000,595000.0,4,2.5,2360,43017,2.0,0,0,3,9,2360,0,1989,0,98077,47.774,-122.077,2750,40334 +114100314,20150318T000000,285000.0,3,1.5,1480,7117,1.0,0,0,3,7,1170,310,1960,0,98028,47.7766,-122.248,2230,14775 +3629930170,20140514T000000,723000.0,4,2.5,2700,4004,2.0,0,0,3,9,2700,0,2004,0,98029,47.5521,-121.995,2260,4459 +2946002140,20140812T000000,279000.0,3,1.5,1780,16000,1.0,0,0,2,7,1240,540,1960,0,98198,47.419,-122.322,1860,9775 +1432400525,20150306T000000,195000.0,3,1.5,1430,7560,1.0,0,0,5,6,1430,0,1958,0,98058,47.4518,-122.179,1150,7560 +7011201470,20141015T000000,625000.0,2,1.0,2160,2192,1.0,0,0,5,8,1170,990,1925,0,98119,47.6364,-122.371,1150,2152 +7697800170,20150428T000000,270000.0,3,1.75,1800,9314,2.0,0,0,3,8,1800,0,1979,0,98011,47.7762,-122.198,2100,9658 +8682291630,20141007T000000,559000.0,2,2.0,1930,5520,1.0,0,0,3,8,1930,0,2006,0,98053,47.7191,-122.022,1640,4533 +1775800420,20150202T000000,474000.0,4,2.25,1960,14834,1.0,0,0,4,8,1330,630,1976,0,98072,47.7434,-122.095,1540,15000 +2215901310,20141114T000000,303500.0,4,2.5,1920,7345,2.0,0,0,3,8,1920,0,1992,0,98038,47.3526,-122.055,1860,7364 +1440500020,20141226T000000,350000.0,3,1.75,1470,8645,1.0,0,0,3,6,1470,0,1949,0,98155,47.7524,-122.323,1470,7680 +6632900574,20140806T000000,367500.0,5,3.0,2980,10064,1.0,0,0,3,7,1680,1300,1940,0,98155,47.7372,-122.316,1590,7800 +6632900574,20150225T000000,595000.0,5,3.0,2980,10064,1.0,0,0,3,7,1680,1300,1940,0,98155,47.7372,-122.316,1590,7800 +7933510080,20141006T000000,589000.0,3,2.0,2360,118483,1.0,0,0,3,8,2360,0,1981,0,98024,47.5595,-121.867,2660,91476 +1926069063,20150306T000000,585000.0,3,1.75,1790,87213,1.0,0,0,4,7,1790,0,1974,0,98077,47.732,-122.077,3270,39586 +973600020,20141002T000000,482975.0,3,2.25,2130,8801,1.0,0,0,3,8,1370,760,1976,0,98155,47.7462,-122.29,2820,8801 +9558010190,20141119T000000,365500.0,4,2.5,2030,4499,2.0,0,0,3,8,2030,0,2003,0,98058,47.4511,-122.119,2030,4539 +267010020,20140711T000000,570000.0,4,2.0,1790,7800,1.0,0,0,5,8,1790,0,1972,0,98008,47.6266,-122.103,2150,7838 +8097000170,20150202T000000,335000.0,3,2.5,2260,8040,2.0,0,0,3,8,2260,0,1990,0,98092,47.3203,-122.184,2390,8040 +9136100420,20150408T000000,767500.0,4,2.0,2350,4815,1.5,0,0,4,7,1450,900,1914,0,98103,47.6681,-122.338,1640,4013 +8929000280,20140519T000000,386591.0,3,2.5,1690,1613,2.0,0,0,3,8,1150,540,2014,0,98029,47.5518,-121.998,1690,1662 +7883603190,20140722T000000,279000.0,3,1.0,1320,5750,1.5,0,0,3,7,1320,0,1913,0,98108,47.5288,-122.325,1010,5700 +203600470,20150409T000000,620000.0,4,2.5,2690,32780,2.0,0,0,3,9,2690,0,1998,0,98014,47.6612,-121.955,2840,36555 +8643200020,20140506T000000,407000.0,4,2.25,2810,23400,1.0,0,1,3,7,1710,1100,1958,0,98198,47.395,-122.311,1860,14900 +322069153,20140827T000000,364250.0,3,2.5,2280,213879,2.0,0,0,3,8,2280,0,1994,0,98038,47.4213,-122.033,2380,178160 +2473450430,20140527T000000,399000.0,4,2.5,2870,9292,2.0,0,0,3,8,2540,330,1979,0,98058,47.4522,-122.123,2590,7533 +7574910780,20140514T000000,766950.0,3,2.5,3030,30007,1.5,0,0,4,10,3030,0,1992,0,98077,47.743,-122.036,3360,34983 +3629980780,20140918T000000,710000.0,4,2.75,2940,4232,2.0,0,0,3,9,2940,0,2004,0,98029,47.5529,-121.99,2410,4000 +3332000091,20150224T000000,320000.0,3,1.0,1190,4120,1.0,0,0,3,6,1190,0,1929,0,98118,47.5513,-122.272,1360,4635 +3395041236,20141023T000000,300000.0,3,2.5,1800,3253,2.0,0,0,3,7,1800,0,2001,0,98108,47.5401,-122.292,1800,3081 +2310030500,20140710T000000,263000.0,3,1.75,1580,9187,1.0,0,0,3,8,1180,400,1993,0,98038,47.3538,-122.047,1620,6397 +8665050080,20141010T000000,445000.0,3,2.5,1730,4408,2.0,0,0,3,8,1730,0,1996,0,98029,47.5683,-122.005,1730,4408 +4037000840,20150406T000000,554000.0,3,2.0,1910,9001,1.0,0,0,4,7,1910,0,1957,0,98008,47.6037,-122.119,2040,8700 +2856101845,20140724T000000,335000.0,2,1.75,1000,5100,1.0,0,0,3,6,940,60,1906,0,98117,47.6787,-122.391,1900,5100 +8078550250,20141229T000000,307000.0,4,2.75,2520,6964,1.0,0,0,4,7,1260,1260,1987,0,98031,47.4038,-122.175,1930,6949 +1837000010,20150302T000000,404000.0,3,1.0,1420,8160,1.0,0,0,3,7,970,450,1947,0,98125,47.7164,-122.306,1340,8160 +8691390280,20140731T000000,775000.0,4,3.5,3080,5250,2.0,0,0,3,9,3080,0,2003,0,98075,47.5992,-121.972,2980,5509 +2372800050,20140521T000000,220000.0,3,1.0,1060,9126,1.0,0,2,5,7,1060,0,1956,0,98022,47.201,-121.999,1300,9126 +6600250050,20140903T000000,518000.0,4,2.5,2160,9750,2.0,0,0,3,8,2160,0,1983,0,98028,47.7438,-122.246,2840,10535 +7215900020,20141209T000000,1600000.0,4,3.5,4060,9486,2.0,0,0,3,10,4060,0,2005,0,98033,47.6634,-122.2,2410,9486 +6450304600,20141023T000000,315000.0,1,2.25,1940,2550,2.0,0,0,4,7,1100,840,1979,0,98133,47.7313,-122.343,1580,5100 +2541100050,20140731T000000,572650.0,4,2.5,2250,11349,2.0,0,0,3,8,2250,0,1991,0,98034,47.7111,-122.239,2110,9964 +1853200080,20140619T000000,350000.0,2,1.0,1620,9205,1.0,0,0,5,6,850,770,1921,0,98034,47.7119,-122.23,2460,5469 +3058600050,20140919T000000,285000.0,2,1.0,920,5850,1.0,0,0,4,6,920,0,1900,0,98108,47.5441,-122.304,1640,5476 +3148750050,20150325T000000,231000.0,3,2.5,1370,7247,2.0,0,0,3,7,1370,0,1995,0,98032,47.3767,-122.303,1720,8085 +8651400680,20140813T000000,179000.0,3,1.0,920,5200,1.0,0,0,4,6,920,0,1969,0,98042,47.3603,-122.085,920,5200 +4359100050,20150330T000000,244000.0,3,1.5,1360,9625,1.0,0,0,3,7,1360,0,1963,0,98030,47.3799,-122.211,1890,9625 +5379806185,20150306T000000,185850.0,3,1.5,1630,11662,1.0,0,0,3,7,1630,0,1943,1963,98188,47.4455,-122.278,1700,11662 +1737300130,20141222T000000,610000.0,6,2.5,3610,12033,2.0,0,0,3,8,3210,400,1970,0,98011,47.7692,-122.219,2210,8577 +2781200010,20141010T000000,419000.0,4,2.5,3010,9155,2.0,0,0,3,9,3010,0,2005,0,98038,47.3542,-122.027,3010,5762 +269000221,20140826T000000,779000.0,3,1.75,2320,6400,1.0,0,2,4,8,1420,900,1957,0,98199,47.6449,-122.389,2540,7680 +6421100502,20140915T000000,695000.0,5,3.0,3290,14134,1.0,0,0,3,7,1870,1420,2004,0,98052,47.6708,-122.14,1970,11470 +4136900190,20150320T000000,319900.0,3,2.5,2040,7580,2.0,0,2,3,8,2040,0,1998,0,98092,47.2618,-122.209,1960,7820 +8731980680,20150112T000000,329000.0,3,2.75,1920,7700,1.0,0,0,4,8,1320,600,1978,0,98023,47.3213,-122.378,2040,8000 +2095800250,20140827T000000,475226.0,3,2.5,2120,4512,2.0,0,0,3,8,2120,0,1988,0,98011,47.75,-122.183,2000,4553 +3629920630,20150325T000000,638000.0,3,2.5,2170,5000,2.0,0,0,3,9,2170,0,2003,0,98029,47.5453,-121.996,2170,5000 +6817800840,20150325T000000,440000.0,2,1.5,1330,15873,1.0,0,0,3,7,900,430,1984,0,98074,47.6359,-122.033,1610,12043 +7520000440,20150209T000000,214000.0,3,2.0,1580,5080,1.0,0,0,4,6,800,780,1942,0,98146,47.4963,-122.35,1580,7114 +587550470,20150429T000000,600000.0,3,2.75,3580,14217,2.0,0,3,4,10,2210,1370,1989,0,98023,47.3244,-122.379,3990,14674 +6851700381,20150414T000000,935000.0,4,2.0,2580,4500,2.0,0,0,4,9,1850,730,1905,0,98102,47.6245,-122.316,2590,4100 +4077800029,20141027T000000,630000.0,4,1.75,1930,10210,1.5,0,2,3,8,1670,260,1941,0,98125,47.7078,-122.277,2730,6600 +7202350480,20140930T000000,575000.0,3,2.5,2120,4780,2.0,0,0,3,7,2120,0,2004,0,98053,47.681,-122.032,1690,2650 +1021079099,20141106T000000,345000.0,3,2.5,1990,20466,1.5,0,0,4,8,1410,580,1987,0,98010,47.3259,-121.896,1660,93393 +6075000050,20140716T000000,323000.0,4,1.75,1310,9690,1.0,0,0,4,7,1310,0,1967,0,98011,47.7559,-122.226,2280,9618 +5467910020,20140516T000000,425000.0,3,2.5,2670,13218,1.0,0,0,4,10,2670,0,1988,0,98042,47.3683,-122.153,1960,13130 +322069109,20150505T000000,411000.0,2,2.25,1910,108900,1.0,0,0,4,7,1010,900,1972,0,98038,47.4206,-122.023,2050,108900 +8658300480,20140721T000000,299800.0,4,1.5,1530,9000,1.0,0,0,4,6,1530,0,1976,0,98014,47.6492,-121.908,1520,8500 +9187200285,20140505T000000,823000.0,6,1.75,2920,5000,2.5,0,0,4,9,2780,140,1908,0,98122,47.6024,-122.295,2020,5000 +3670500605,20140908T000000,200000.0,3,1.0,1010,8108,1.0,0,0,3,7,1010,0,1955,0,98155,47.735,-122.309,1110,8108 +2141330050,20140520T000000,760000.0,4,1.75,2450,13300,1.0,0,2,4,9,1630,820,1987,0,98006,47.5564,-122.13,3150,15500 +3820350020,20150428T000000,359950.0,4,2.5,1820,3899,2.0,0,0,3,7,1820,0,1999,0,98019,47.735,-121.985,1820,3899 +3291800780,20150203T000000,375000.0,4,2.5,2090,8325,1.0,0,0,4,7,1470,620,1983,0,98056,47.4888,-122.184,1700,8025 +2423069120,20140508T000000,295000.0,2,1.75,2200,89298,1.0,0,0,3,7,1100,1100,1973,0,98027,47.4633,-121.976,2590,89298 +6918100170,20150319T000000,250000.0,4,3.0,2250,7882,2.0,0,0,3,8,1570,680,1986,0,98198,47.3703,-122.314,1550,7508 +7169200221,20141023T000000,497000.0,3,2.25,1450,1387,3.0,0,0,3,8,1450,0,2000,0,98115,47.6765,-122.302,1450,1429 +3579000440,20140813T000000,520000.0,4,2.5,2280,8798,2.0,0,0,4,8,2280,0,1987,0,98028,47.7471,-122.247,2180,8632 +8860500130,20140717T000000,365000.0,4,3.5,2720,6781,2.0,0,0,3,8,2100,620,1999,0,98055,47.4612,-122.215,2280,5942 +1441800010,20141208T000000,459900.0,3,2.25,2250,8000,1.0,0,0,3,8,1460,790,1976,0,98034,47.7229,-122.202,1930,9000 +7129300595,20150506T000000,158000.0,3,2.0,1090,6090,1.0,0,0,3,7,940,150,1940,0,98118,47.5118,-122.259,1840,6090 +4322300010,20140606T000000,294700.0,3,2.0,1970,9600,1.0,0,0,4,7,1300,670,1967,0,98003,47.2824,-122.301,1710,7703 +7229800066,20140819T000000,439950.0,4,2.25,2780,15075,2.0,0,0,3,7,2780,0,1985,0,98059,47.477,-122.116,1650,25542 +3625059071,20150108T000000,899000.0,4,2.25,2290,40946,1.0,0,3,4,8,1550,740,1960,0,98008,47.616,-122.103,2790,20076 +9517200480,20140702T000000,535000.0,3,1.75,2330,12141,1.0,0,0,3,7,1390,940,1983,0,98072,47.7607,-122.146,1850,12141 +240000269,20150124T000000,530000.0,4,4.5,4060,10800,2.0,0,0,3,10,4060,0,2007,0,98188,47.4241,-122.29,1830,9768 +9835800840,20150204T000000,215000.0,4,2.0,1470,7000,1.0,0,0,4,8,1470,0,1967,0,98032,47.3742,-122.289,1640,7000 +8058500005,20150203T000000,290000.0,2,1.0,1620,5400,1.0,0,0,3,6,920,700,1926,0,98125,47.7069,-122.299,1540,7245 +2568200170,20150311T000000,798000.0,5,2.75,3220,5934,2.0,0,0,3,9,3220,0,2006,0,98052,47.7076,-122.101,3100,5934 +9545250010,20141107T000000,785000.0,4,2.5,3270,9578,2.0,0,0,3,9,3270,0,1993,0,98027,47.5373,-122.051,3120,8784 +4140090420,20150318T000000,433000.0,3,1.75,2160,8565,1.0,0,0,3,8,1730,430,1971,0,98028,47.7664,-122.262,2910,9570 +3334000050,20140721T000000,425000.0,2,1.0,1150,6835,1.0,0,1,3,7,1010,140,1922,0,98118,47.5567,-122.273,1150,6561 +5101404144,20140724T000000,654000.0,4,2.5,2240,7540,1.0,0,0,3,8,1540,700,1962,0,98115,47.6965,-122.308,1960,7250 +7338001190,20141017T000000,215000.0,3,1.5,1280,5065,2.0,0,0,4,6,1280,0,1983,0,98002,47.3343,-122.217,1070,4491 +1865810290,20150318T000000,232000.0,3,1.0,840,6540,1.0,0,0,3,6,840,0,1970,2014,98042,47.3743,-122.116,1010,6600 +2785000290,20140507T000000,675000.0,3,1.75,1680,10500,1.0,0,0,4,8,1680,0,1959,0,98005,47.6098,-122.169,2250,10400 +7955040080,20141104T000000,665000.0,5,2.75,2330,8000,1.0,0,0,4,7,1550,780,1972,0,98052,47.6651,-122.144,1750,8419 +5480900010,20140623T000000,835000.0,4,2.5,3030,29163,2.0,0,0,3,10,3030,0,1998,0,98053,47.6569,-122.02,2780,40669 +6362900080,20140814T000000,525000.0,6,3.0,2880,7560,2.0,0,0,3,7,2880,0,1980,0,98144,47.5959,-122.3,1470,1815 +4078300050,20150504T000000,780000.0,3,2.75,2910,3094,2.0,0,2,5,7,2010,900,1939,0,98125,47.7071,-122.276,2400,7530 +3528000545,20140815T000000,844000.0,4,3.25,3090,67518,2.0,0,0,3,10,3090,0,1988,0,98053,47.6674,-122.046,3200,65775 +710300010,20150127T000000,680000.0,4,2.75,2720,54048,2.0,0,0,3,8,2720,0,1985,0,98072,47.7181,-122.089,2580,37721 +3764800630,20140825T000000,290000.0,3,1.5,1310,8100,1.0,0,0,3,7,1310,0,1965,0,98034,47.7328,-122.201,1330,8100 +6383000825,20150325T000000,560000.0,2,1.0,1790,15783,1.0,0,0,4,8,1360,430,1959,0,98117,47.691,-122.387,1790,7494 +9465900500,20140617T000000,605500.0,3,2.5,2830,6536,2.0,0,0,3,9,2830,0,1989,0,98072,47.7462,-122.172,2710,6954 +2568200290,20140826T000000,762500.0,4,2.5,3150,5979,2.0,0,0,3,9,3150,0,2005,0,98052,47.7082,-122.101,3150,6595 +3885808005,20150305T000000,1740000.0,5,3.25,3930,5500,2.0,0,0,3,9,2910,1020,2014,0,98033,47.6802,-122.208,2040,5115 +3723800086,20140624T000000,665000.0,6,2.75,2840,8346,1.0,0,0,5,8,1420,1420,1961,0,98118,47.5518,-122.266,2250,8346 +6840701150,20150311T000000,540000.0,5,1.0,2480,4400,1.5,0,0,3,7,1640,840,1919,0,98122,47.6046,-122.3,1940,4400 +7301300050,20141119T000000,375000.0,3,2.5,1930,6180,1.0,0,0,3,7,1330,600,1961,0,98155,47.7481,-122.327,1940,6180 +6381500635,20140516T000000,342000.0,3,1.0,1260,6826,1.0,0,0,3,6,720,540,1944,0,98125,47.731,-122.303,1300,6826 +3980300020,20150310T000000,340000.0,3,1.0,670,23522,1.0,0,0,4,6,670,0,1968,0,98024,47.5329,-121.89,1880,20270 +1923000050,20150330T000000,1250000.0,5,3.25,3930,12719,2.0,0,2,4,10,2540,1390,1974,0,98040,47.5631,-122.213,3600,15909 +7215720250,20141210T000000,693000.0,4,2.5,3160,13063,2.0,0,0,3,10,3160,0,1999,0,98075,47.5996,-122.021,3350,14213 +3123049230,20150420T000000,638500.0,4,1.75,1770,12462,1.0,0,2,4,8,1770,0,1962,0,98166,47.4355,-122.338,2310,14810 +8163000020,20150126T000000,805000.0,5,3.0,2240,18265,2.0,0,0,4,8,2240,0,1963,0,98027,47.5171,-122.029,1990,18265 +7893808220,20140709T000000,250000.0,3,1.0,990,8062,1.0,0,0,4,7,990,0,1960,0,98198,47.4151,-122.334,1420,8790 +538000440,20150501T000000,325000.0,3,2.5,1580,4698,2.0,0,0,3,7,1580,0,1998,0,98038,47.3539,-122.025,2070,4698 +7883603390,20150401T000000,270000.0,4,1.75,1560,4290,2.0,0,0,3,7,1560,0,1994,0,98108,47.5292,-122.323,1250,6000 +7645900235,20140710T000000,880000.0,6,2.5,2640,3680,2.0,0,0,5,8,1760,880,1922,0,98126,47.5771,-122.38,1960,3680 +9232900050,20140806T000000,300000.0,2,1.75,2120,6350,1.0,0,0,4,6,1440,680,1924,0,98103,47.6974,-122.356,1590,6350 +7305300500,20141215T000000,290000.0,2,1.0,1200,8750,1.0,0,0,3,6,1200,0,1948,0,98155,47.7548,-122.327,1100,8408 +6065300840,20150501T000000,2850000.0,4,4.0,5040,17208,1.0,0,0,5,10,2870,2170,1976,0,98006,47.5701,-122.188,4050,18647 +7227500020,20150123T000000,259950.0,3,1.0,1460,5825,1.0,0,0,5,5,1260,200,1942,0,98056,47.4958,-122.191,1150,5926 +7237501190,20141010T000000,1780000.0,4,3.25,4890,13402,2.0,0,0,3,13,4890,0,2004,0,98059,47.5303,-122.131,5790,13539 +422000010,20141106T000000,299950.0,3,1.0,1580,5250,1.0,0,0,5,7,1580,0,1954,0,98056,47.4964,-122.168,1180,5940 +826069127,20150406T000000,483000.0,3,2.25,2100,43560,1.0,0,0,4,8,1330,770,1977,0,98077,47.7511,-122.072,2100,43560 +9413600420,20140612T000000,890000.0,3,2.25,2060,8640,1.0,0,0,4,8,2060,0,1966,0,98033,47.6534,-122.195,2030,9000 +9151600541,20140508T000000,719000.0,3,2.5,1690,4500,1.5,0,1,4,8,1690,0,1928,0,98116,47.5841,-122.383,2140,7200 +3423059153,20141008T000000,785000.0,4,3.0,3370,100681,1.0,0,0,5,8,1920,1450,1977,0,98058,47.4319,-122.148,2440,43705 +3630120190,20150326T000000,660000.0,3,2.5,2330,3995,2.0,0,0,3,9,2330,0,2006,0,98029,47.5542,-122.001,2330,3740 +2787320430,20140618T000000,264000.0,4,1.75,1820,8118,1.0,0,0,4,7,1080,740,1980,0,98031,47.4104,-122.172,1810,8050 +1672000170,20140908T000000,575000.0,3,1.75,1890,11141,1.0,0,0,4,8,1890,0,1968,0,98006,47.5697,-122.163,2720,11144 +2050000020,20140624T000000,1215000.0,4,3.75,3820,53574,1.0,0,0,3,10,3820,0,1994,0,98072,47.7337,-122.121,3140,54014 +3221079069,20140815T000000,475000.0,3,2.5,2770,98881,2.0,0,0,3,9,2770,0,1991,0,98022,47.2568,-121.952,1830,74923 +7501000080,20141121T000000,845800.0,4,3.5,3020,12750,2.0,0,0,3,10,3020,0,1990,0,98033,47.6524,-122.184,3120,14351 +3500100078,20140611T000000,352500.0,3,1.75,1170,8182,1.0,0,0,3,7,1170,0,1962,0,98155,47.7368,-122.298,1610,8183 +9493200010,20140623T000000,347000.0,3,1.0,1270,8400,1.0,0,0,3,7,1270,0,1955,0,98011,47.7604,-122.198,1390,8400 +3905081350,20150109T000000,560000.0,4,2.75,1950,6192,2.0,0,0,3,8,1950,0,1992,0,98029,47.5698,-121.999,2040,5441 +6061000010,20150504T000000,323000.0,4,2.75,2230,50094,1.0,0,2,4,7,1330,900,1977,0,98092,47.2576,-122.099,2230,40770 +7635801350,20150306T000000,595000.0,3,1.75,2220,22081,1.5,0,0,4,7,2220,0,1922,0,98166,47.4693,-122.364,2010,12360 +7806210380,20150220T000000,257500.0,4,2.0,2060,6400,1.0,0,0,3,7,1170,890,1977,0,98002,47.2924,-122.197,1890,8736 +7577700440,20140528T000000,450000.0,3,1.0,1100,4600,1.0,0,0,3,7,1100,0,1917,0,98116,47.5686,-122.385,1200,5175 +3876810190,20141113T000000,410000.0,4,1.0,1140,7208,1.0,0,0,3,7,900,240,1970,0,98072,47.742,-122.173,1300,7991 +1224059049,20140613T000000,810000.0,3,1.75,1980,13503,1.0,0,2,4,9,1320,660,1952,0,98008,47.5867,-122.111,2450,10890 +3348401319,20140512T000000,372500.0,5,3.0,2480,10090,1.0,0,0,3,7,1300,1180,2004,0,98178,47.4964,-122.263,2290,9900 +5589300585,20141203T000000,325000.0,3,1.0,1050,9083,1.0,0,0,3,7,1050,0,1951,0,98155,47.7533,-122.307,1440,9071 +3293700221,20141021T000000,280000.0,3,1.0,1260,7660,1.0,0,0,3,6,1260,0,1947,0,98133,47.7476,-122.35,1990,7861 +2013300050,20140711T000000,258000.0,3,2.0,1680,19978,1.0,0,0,3,6,880,800,1948,0,98198,47.3924,-122.308,2150,11588 +408100050,20140827T000000,329950.0,4,1.0,1360,5900,1.5,0,0,4,7,1360,0,1949,0,98155,47.7512,-122.318,1050,5900 +4178300080,20141212T000000,836000.0,4,2.5,2450,12987,1.0,0,0,4,9,2030,420,1980,0,98007,47.6197,-122.15,2730,13685 +2310040020,20150409T000000,365000.0,5,2.5,2260,7040,2.0,0,0,3,8,2260,0,1999,0,98038,47.352,-122.038,2180,6910 +8698100170,20150211T000000,111300.0,2,1.0,1060,6000,1.0,0,0,4,5,1060,0,1908,0,98002,47.3066,-122.223,940,6000 +1330910280,20150427T000000,864000.0,4,2.5,3720,105850,2.0,0,0,4,10,3720,0,1984,0,98053,47.655,-122.029,2830,88256 +9413600670,20140623T000000,725000.0,3,1.75,1610,8613,1.0,0,0,5,7,1610,0,1962,0,98033,47.6527,-122.195,2010,8670 +3825500020,20150218T000000,550000.0,4,2.5,3350,6605,2.0,0,0,3,8,2670,680,1990,0,98011,47.7498,-122.181,2730,5962 +2500600289,20150416T000000,130000.0,2,1.0,790,7500,1.0,0,0,3,7,790,0,1951,0,98198,47.4007,-122.294,1560,7794 +4385701440,20140926T000000,765000.0,2,1.75,1660,4000,1.0,0,0,3,7,990,670,1940,0,98112,47.6394,-122.28,2070,4000 +8645501330,20150421T000000,255000.0,3,1.5,1420,7480,1.0,0,0,4,7,1420,0,1963,0,98058,47.4651,-122.184,1720,7700 +2323069073,20140622T000000,439500.0,3,2.5,2050,40003,1.0,0,0,4,8,1570,480,1977,0,98027,47.47,-122.0,2700,46769 +2475200080,20140908T000000,268000.0,3,1.75,1250,5546,1.0,0,0,4,7,1250,0,1987,0,98055,47.4725,-122.187,1640,4791 +9533600185,20150401T000000,985000.0,3,1.75,1700,8534,1.0,0,0,4,7,1700,0,1953,0,98004,47.6276,-122.205,2100,10443 +4139440460,20141118T000000,751305.0,4,2.5,2660,8469,2.0,0,0,3,10,2660,0,1994,0,98006,47.5529,-122.12,2920,10697 +1443500725,20150423T000000,280000.0,3,1.0,1350,7553,1.5,0,0,3,6,1350,0,1914,0,98118,47.5345,-122.274,1380,7470 +984000780,20140616T000000,304000.0,4,2.0,1810,8750,1.0,0,0,2,7,1110,700,1967,0,98058,47.4307,-122.17,1810,8750 +7575610170,20150423T000000,200000.0,4,2.75,2210,13235,2.0,0,0,3,8,1730,480,1988,0,98003,47.3541,-122.303,1750,7542 +2025800080,20150220T000000,325000.0,3,1.5,2120,41325,1.0,0,0,4,7,1420,700,1973,0,98092,47.2906,-122.055,1780,42000 +1425059180,20150324T000000,736000.0,3,2.25,2470,11603,2.0,0,2,3,8,1540,930,1988,0,98052,47.6569,-122.123,2850,11250 +1310440280,20140710T000000,426500.0,4,2.5,2700,6515,2.0,0,0,3,9,2700,0,1998,0,98058,47.4356,-122.11,2900,6710 +2264500425,20140620T000000,640000.0,2,1.75,1760,4400,1.0,0,0,4,7,880,880,1930,0,98103,47.65,-122.34,1330,4180 +1721800470,20140521T000000,230000.0,5,2.0,1930,6120,1.5,0,0,3,6,1930,0,1941,1969,98146,47.5073,-122.337,1130,6120 +2589300170,20150324T000000,366350.0,4,1.0,1680,5043,1.5,0,0,4,6,1680,0,1911,0,98118,47.5354,-122.273,1560,5765 +2338800161,20150106T000000,365000.0,2,1.0,1390,8336,1.0,0,0,4,6,910,480,1946,0,98166,47.4646,-122.361,1610,7847 +855700170,20150225T000000,482000.0,4,2.25,2240,8322,2.0,0,0,3,8,2240,0,1979,0,98034,47.728,-122.206,2240,6448 +1431700250,20140516T000000,345000.0,4,1.0,1980,7991,1.5,0,0,3,7,1980,0,1962,0,98058,47.4604,-122.17,1730,7700 +7942601410,20140514T000000,682000.0,3,1.75,1830,5120,1.5,0,2,5,8,1830,0,1903,0,98122,47.6051,-122.311,2120,5120 +4151800420,20140815T000000,657500.0,3,1.75,980,6002,1.0,0,0,4,6,980,0,1942,0,98033,47.6643,-122.203,1150,6054 +5700003280,20150419T000000,895000.0,6,2.5,3550,6533,2.0,0,0,3,8,3550,0,1925,0,98144,47.5719,-122.284,3140,6234 +1105000780,20150403T000000,425000.0,3,1.5,1660,5665,1.0,0,0,5,7,920,740,1918,0,98118,47.5391,-122.274,1530,5665 +4046400440,20140806T000000,532500.0,4,2.5,2490,8750,2.0,0,0,3,8,2040,450,1976,0,98008,47.5931,-122.116,2120,10240 +1089700010,20141008T000000,540000.0,4,2.5,2329,9436,2.0,0,0,3,9,2329,0,1995,0,98011,47.7366,-122.204,2660,10252 +2600040130,20140711T000000,578000.0,3,2.25,1790,9580,2.0,0,0,3,8,1790,0,1984,0,98006,47.5541,-122.162,2060,9995 +8121100715,20150209T000000,1086000.0,3,3.0,2830,6041,2.0,0,3,3,8,1840,990,1915,0,98118,47.5694,-122.283,3420,6360 +1771000440,20140904T000000,322500.0,3,1.0,1160,9750,1.0,0,0,3,7,1160,0,1968,0,98077,47.7429,-122.072,1160,10565 +7875200005,20150115T000000,140000.0,3,1.0,1000,10560,1.0,0,0,3,7,1000,0,1955,0,98003,47.3217,-122.317,1190,9375 +1822069109,20140910T000000,485000.0,3,2.5,2540,51836,1.0,0,0,4,8,1820,720,1976,0,98042,47.389,-122.088,1650,51836 +9283800050,20140819T000000,575000.0,2,1.5,1750,19709,1.5,0,0,4,8,1440,310,1978,0,98010,47.3351,-122.044,1950,21075 +238000244,20140617T000000,421000.0,3,2.5,2890,21780,2.0,0,0,3,8,2890,0,2000,0,98188,47.4326,-122.286,2120,8117 +7972600430,20150311T000000,355000.0,4,2.0,1870,3497,1.0,0,0,3,7,1200,670,1954,0,98106,47.5309,-122.347,1270,3497 +6204200470,20150318T000000,515000.0,4,2.25,2200,6967,2.0,0,0,3,8,2200,0,1986,0,98011,47.7355,-122.202,1970,7439 +123039420,20150428T000000,309000.0,3,1.0,1300,7200,1.0,0,0,4,7,1300,0,1952,0,98146,47.5063,-122.369,1740,7100 +1525059215,20150224T000000,815000.0,5,2.25,3410,35536,2.0,0,0,3,10,2530,880,1974,0,98005,47.65,-122.155,3140,43453 +1787600094,20141106T000000,285000.0,3,1.0,1160,7875,1.0,0,0,3,7,1160,0,1953,0,98125,47.724,-122.323,1600,7875 +2877101100,20141110T000000,700000.0,3,1.75,2100,5000,1.5,0,0,3,8,2100,0,1916,0,98117,47.6776,-122.36,1830,4200 +9406550050,20150330T000000,289000.0,3,2.5,1490,8628,2.0,0,0,3,7,1490,0,1994,0,98038,47.3643,-122.041,1640,8514 +826069016,20141212T000000,458000.0,4,3.0,3280,62726,1.5,0,0,3,7,3280,0,1979,0,98077,47.7509,-122.056,3210,73616 +8732030080,20140818T000000,230000.0,3,1.75,1450,8378,1.0,0,0,4,8,1450,0,1978,0,98023,47.3093,-122.385,1860,8496 +2231000020,20140812T000000,432500.0,3,2.5,1930,7120,1.0,0,0,4,7,1420,510,1961,0,98133,47.7715,-122.34,1600,8352 +9407000840,20140731T000000,288000.0,3,1.75,1660,10440,1.0,0,0,3,7,1040,620,1978,0,98045,47.4448,-121.77,1240,10380 +1775800290,20140801T000000,354000.0,3,1.75,1260,12330,1.0,0,0,3,7,1260,0,1968,0,98072,47.7412,-122.095,1320,12800 +3821200050,20140604T000000,119500.0,3,1.0,1170,11000,1.0,0,0,2,6,1170,0,1980,0,98019,47.7346,-121.983,1590,10894 +3224510080,20141120T000000,805000.0,4,3.0,3350,23781,1.0,0,0,4,9,2020,1330,1979,0,98006,47.56,-122.132,2870,12036 +3626039415,20140611T000000,435000.0,3,2.5,1420,2581,3.0,0,0,3,7,1420,0,2004,0,98133,47.7027,-122.357,1420,2509 +9262800294,20140922T000000,260000.0,3,1.75,2170,10018,1.0,0,0,4,7,1630,540,1978,0,98001,47.3087,-122.264,2049,15263 +127100005,20150401T000000,377000.0,4,1.75,1800,8385,1.0,0,0,5,6,900,900,1950,0,98133,47.7744,-122.338,1770,8385 +3905040170,20150320T000000,602000.0,4,2.5,2000,7376,2.0,0,0,3,8,2000,0,1990,0,98029,47.5719,-121.999,1950,5218 +148000680,20141027T000000,530000.0,3,1.75,1660,4800,1.0,0,0,3,7,960,700,1941,1996,98116,47.5734,-122.412,1510,4800 +458000235,20150325T000000,525000.0,4,2.0,1540,3740,1.0,0,0,4,7,770,770,1946,0,98117,47.6886,-122.375,1090,5080 +1445200050,20141110T000000,250000.0,2,1.5,1160,1086,2.0,0,0,3,7,890,270,2006,0,98155,47.768,-122.315,1160,1086 +7950300005,20140528T000000,681000.0,3,1.0,1700,6356,1.5,0,0,3,7,1700,0,1907,0,98118,47.5677,-122.281,2080,6000 +2726049169,20140905T000000,625000.0,3,1.75,1580,20588,1.0,0,0,3,8,1580,0,1970,0,98125,47.706,-122.29,2080,7800 +8944550050,20150508T000000,448500.0,3,2.5,2080,3920,2.0,0,0,3,8,2080,0,2010,0,98118,47.5412,-122.286,2110,3710 +623049341,20141022T000000,260000.0,3,2.0,1030,7260,1.0,0,0,3,6,1030,0,1947,0,98146,47.5113,-122.347,1380,8100 +7922900380,20141030T000000,538000.0,3,1.75,1770,8050,1.0,0,0,4,7,1020,750,1963,0,98008,47.5862,-122.118,2000,7875 +2248000080,20140521T000000,385500.0,3,2.0,1540,7947,1.0,0,0,3,7,1120,420,1961,0,98011,47.7605,-122.217,1910,7950 +9406540050,20140905T000000,428400.0,4,2.5,2650,6000,2.0,0,0,3,9,2650,0,2000,0,98038,47.3768,-122.028,2630,6381 +5416100190,20140729T000000,346290.0,4,2.75,2690,9240,2.0,0,0,3,8,2690,0,1998,0,98022,47.1896,-122.014,2640,9240 +7215720680,20150203T000000,587000.0,4,2.75,2210,8430,2.0,0,0,3,9,2210,0,1999,0,98075,47.5994,-122.017,2460,8069 +4307330280,20140820T000000,355000.0,4,2.5,2390,6775,2.0,0,0,3,7,2390,0,2003,0,98056,47.4811,-122.182,2560,6346 +1562000050,20150428T000000,650000.0,5,2.75,2580,7865,1.0,0,0,4,8,1480,1100,1964,0,98007,47.6208,-122.139,2140,8400 +4307320280,20140730T000000,340000.0,4,2.5,2160,5455,2.0,0,0,3,7,2160,0,2003,0,98056,47.4799,-122.183,2160,5257 +569000050,20140703T000000,565000.0,4,2.5,2230,8624,1.0,0,0,4,8,1430,800,1969,0,98052,47.6623,-122.152,1970,8402 +5700000595,20150219T000000,630000.0,4,2.0,2000,5000,1.5,0,0,5,7,2000,0,1925,0,98144,47.5787,-122.293,2200,5000 +8029200190,20141107T000000,227000.0,3,1.0,1280,7198,1.0,0,0,5,6,1280,0,1916,1983,98022,47.2094,-121.996,1260,7198 +2896000680,20140729T000000,600000.0,4,2.75,2810,17674,1.0,0,0,4,8,1640,1170,1978,0,98052,47.6745,-122.144,2400,11240 +9328500680,20150202T000000,540400.0,4,1.75,1680,6758,1.0,0,0,3,8,1680,0,1974,0,98008,47.641,-122.113,1910,7000 +3295730050,20141001T000000,569000.0,3,2.5,2150,8060,2.0,0,0,3,8,2150,0,1995,0,98033,47.6952,-122.188,2150,7172 +3629970130,20140710T000000,735000.0,3,2.5,2820,8159,2.0,0,0,3,9,2820,0,2004,0,98029,47.5527,-121.992,2910,5000 +3574801310,20141216T000000,434000.0,3,2.25,1750,9353,1.0,0,0,3,7,1210,540,1987,0,98034,47.7305,-122.225,1930,8545 +4083802195,20150319T000000,578888.0,2,2.0,1060,4000,1.0,0,0,2,7,1000,60,1914,0,98103,47.6626,-122.337,1310,4000 +9238500480,20140523T000000,465425.0,4,2.75,2430,20720,1.0,0,0,3,7,2430,0,1967,0,98072,47.775,-122.139,2580,26950 +9264910280,20150422T000000,280500.0,4,2.75,2660,7754,1.5,0,0,3,8,1590,1070,1986,0,98023,47.3078,-122.337,2250,7754 +3630120380,20150205T000000,539950.0,2,2.0,1670,3507,1.0,0,0,3,9,1670,0,2007,0,98029,47.5545,-122.003,2330,3889 +424069088,20140904T000000,406430.0,3,2.0,1380,15426,1.0,0,0,4,7,1380,0,1968,0,98075,47.5951,-122.036,1380,15426 +2954400020,20150205T000000,1150000.0,4,3.75,4160,35000,2.0,0,0,3,11,4160,0,1991,0,98053,47.669,-122.067,5330,36446 +2154550020,20141111T000000,250000.0,3,2.5,1790,6191,2.0,0,0,3,8,1790,0,1992,0,98031,47.4102,-122.195,1790,6758 +5420800010,20140508T000000,266000.0,3,2.5,1940,8547,1.0,0,0,3,7,1460,480,1989,0,98030,47.3491,-122.177,1750,7803 +2459950010,20140722T000000,258000.0,3,2.0,1390,7200,1.0,0,0,3,7,1390,0,1996,0,98058,47.434,-122.154,1630,7340 +4019301300,20141223T000000,472000.0,3,2.0,2200,21890,1.0,0,2,3,8,1200,1000,1961,0,98155,47.7584,-122.271,2600,15162 +3179100480,20140806T000000,530000.0,3,2.25,1264,1536,2.0,0,0,3,8,1264,0,2003,0,98105,47.6694,-122.279,1264,2067 +7942601155,20140722T000000,302282.0,2,1.0,1095,5120,1.5,0,0,3,7,1095,0,1901,0,98122,47.6058,-122.313,1310,5120 +2493200235,20150311T000000,370000.0,2,1.0,850,6213,1.0,0,0,3,6,750,100,1916,0,98136,47.5282,-122.384,1880,5500 +6338000014,20141013T000000,625000.0,4,2.0,1760,5307,1.5,0,0,4,7,1170,590,1948,0,98105,47.6714,-122.28,1850,6600 +1735800050,20150409T000000,142500.0,1,1.0,690,6825,1.0,0,0,4,5,690,0,1917,0,98002,47.3109,-122.225,1330,5381 +2783100050,20150121T000000,334000.0,3,1.75,1400,7405,1.0,0,0,3,7,1400,0,1961,0,98133,47.7569,-122.334,1820,7440 +1604600095,20140708T000000,362000.0,5,3.0,1810,3000,2.0,0,0,3,7,1810,0,1998,0,98118,47.5622,-122.291,1670,3000 +3080000005,20150417T000000,181000.0,2,1.0,1310,4000,1.0,0,0,3,7,950,360,1942,0,98144,47.5798,-122.306,1310,4000 +2268000470,20141231T000000,241500.0,3,1.0,1400,10425,1.0,0,0,4,7,1400,0,1968,0,98003,47.2738,-122.301,1440,10425 +807800190,20150204T000000,245000.0,3,1.75,2350,12720,1.0,0,0,4,7,1180,1170,1964,0,98030,47.3594,-122.175,1680,10400 +1274500170,20150506T000000,227500.0,3,1.0,1150,8848,1.0,0,0,3,7,1150,0,1968,0,98042,47.3626,-122.111,1220,9576 +8857600780,20141003T000000,158550.0,5,1.5,1710,8100,1.5,0,0,4,7,1710,0,1961,0,98032,47.3839,-122.288,1480,8025 +5145000130,20140925T000000,450000.0,3,2.25,1660,10247,1.0,0,0,5,7,1130,530,1968,0,98034,47.7262,-122.222,1680,7637 +3288200470,20150204T000000,485000.0,3,1.75,1950,10080,1.0,0,0,4,7,1950,0,1967,0,98034,47.7282,-122.186,2340,8800 +1771000950,20141106T000000,353000.0,4,1.75,1780,9794,1.0,0,0,3,7,1780,0,1967,0,98077,47.7419,-122.073,1160,9750 +3818400050,20150406T000000,500000.0,4,3.0,2450,4668,2.0,0,0,3,8,2450,0,2004,0,98028,47.7721,-122.235,2460,4895 +537000130,20140908T000000,360000.0,1,2.25,2060,10600,1.5,0,0,3,7,1560,500,1927,1983,98003,47.3291,-122.304,2060,11880 +5127000420,20150223T000000,357500.0,3,1.5,1540,11858,1.0,0,0,4,7,1540,0,1966,0,98059,47.4755,-122.157,1550,11473 +8656300380,20140506T000000,272000.0,3,2.5,1650,13816,2.0,0,0,3,7,1650,0,1998,0,98014,47.6553,-121.912,1650,15144 +6632300161,20150428T000000,422000.0,3,1.0,1160,7854,1.0,0,0,3,7,1160,0,1960,0,98125,47.7304,-122.308,1300,8317 +622100130,20140917T000000,365000.0,2,2.0,1440,15000,1.0,0,0,3,7,1440,0,1985,0,98072,47.7648,-122.159,1780,15000 +4028900048,20140821T000000,450000.0,3,1.75,2150,13789,1.0,0,0,4,8,1610,540,1966,0,98155,47.7591,-122.295,2150,15480 +411100005,20140922T000000,275053.0,2,1.0,1060,6504,1.0,0,0,3,6,1060,0,1950,0,98155,47.7412,-122.327,1100,7200 +6447300225,20141106T000000,1880000.0,3,2.75,2620,17919,1.0,0,1,4,9,2620,0,1949,0,98039,47.6144,-122.228,3400,14400 +5739600427,20150311T000000,725000.0,3,1.75,1630,9000,1.0,0,0,3,7,960,670,1955,0,98004,47.6023,-122.205,1880,9000 +5412310080,20140612T000000,235000.0,3,1.75,1840,9697,1.0,0,0,4,7,1500,340,1985,0,98030,47.3764,-122.179,1430,8079 +2726049071,20141211T000000,510000.0,2,1.0,820,4206,1.0,0,0,3,5,820,0,1949,0,98125,47.7076,-122.284,1810,7200 +2726049071,20150408T000000,489950.0,2,1.0,820,4206,1.0,0,0,3,5,820,0,1949,0,98125,47.7076,-122.284,1810,7200 +3764650050,20140730T000000,463000.0,3,2.5,2010,4195,2.0,0,0,3,8,2010,0,1998,0,98034,47.732,-122.197,2010,5779 +3905030480,20140617T000000,536000.0,4,2.25,1990,5948,2.0,0,0,3,8,1990,0,1991,0,98029,47.5712,-121.995,2150,6459 +2345700500,20141021T000000,375000.0,4,2.5,2990,6145,2.0,0,0,3,8,2990,0,2003,0,98003,47.2612,-122.294,2590,6512 +8650300130,20140908T000000,630000.0,4,2.5,2540,4727,2.0,0,0,3,9,2540,0,1999,0,98034,47.7034,-122.236,3640,5129 +2923049372,20140506T000000,362000.0,3,2.25,1640,14374,1.0,0,0,4,7,1140,500,1963,0,98148,47.4476,-122.332,2020,10500 +5437200080,20150204T000000,350000.0,4,2.75,2500,11659,1.0,0,2,3,9,1490,1010,1979,0,98003,47.3381,-122.332,2830,9915 +9808100185,20141003T000000,1691000.0,4,3.5,4020,13515,2.0,0,0,3,11,4020,0,2001,0,98004,47.6462,-122.212,3930,13515 +4337000285,20150224T000000,255000.0,3,2.0,1500,8775,1.0,0,0,3,6,1390,110,1943,0,98166,47.4809,-122.335,1310,8775 +2891000010,20140806T000000,269000.0,4,2.5,1594,7665,1.0,0,0,5,7,1088,506,1975,0,98002,47.3262,-122.211,1536,6000 +7224000545,20140825T000000,370000.0,4,3.0,2130,4838,1.5,0,0,4,7,2130,0,1930,0,98055,47.4871,-122.203,1070,4838 +3243100080,20150501T000000,270000.0,3,1.0,1130,7920,1.0,0,0,3,7,1130,0,1961,0,98059,47.4852,-122.125,1390,8580 +3925000020,20150224T000000,265000.0,3,2.0,1690,9516,1.0,0,0,3,7,1690,0,1997,0,98022,47.2132,-122.001,1850,9516 +546000020,20150429T000000,487000.0,2,1.0,1440,4046,1.0,0,0,3,7,960,480,1946,0,98117,47.6901,-122.382,1400,4046 +8651611060,20140804T000000,835000.0,4,3.25,3270,6027,2.0,0,0,3,10,3270,0,2001,0,98074,47.6346,-122.063,3270,6546 +3024079063,20140701T000000,850000.0,4,3.25,4350,112750,1.0,0,0,3,9,2200,2150,2006,0,98027,47.5435,-121.966,2180,223027 +3039000050,20141201T000000,575000.0,4,2.75,1610,11201,1.0,0,0,5,7,1020,590,1982,0,98033,47.7024,-122.198,1610,9000 +1839900080,20140712T000000,335000.0,3,1.0,950,8000,1.0,0,0,3,7,950,0,1968,0,98034,47.7193,-122.184,2270,8540 +4024101434,20140808T000000,318000.0,3,1.0,1010,7200,1.0,0,0,5,6,1010,0,1948,0,98155,47.7601,-122.307,1590,7663 +2824069142,20150409T000000,510000.0,3,2.0,1420,11325,1.0,0,0,3,7,1420,0,1980,0,98027,47.5356,-122.046,2330,3474 +2618300080,20140502T000000,242500.0,3,1.5,1200,9720,1.0,0,0,4,7,1200,0,1965,0,98042,47.4225,-122.153,1380,10284 +7785000010,20141204T000000,750000.0,5,2.25,2020,8400,1.0,0,0,4,7,1010,1010,1963,0,98040,47.5763,-122.219,1890,9233 +4307330050,20140721T000000,439900.0,5,3.5,3390,7950,2.0,0,2,3,7,3390,0,2003,0,98056,47.4792,-122.181,2580,6900 +2867100005,20150407T000000,710000.0,2,1.0,1700,3040,1.5,0,0,3,8,1460,240,1914,0,98119,47.6442,-122.369,1620,3230 +3880900010,20140604T000000,2400000.0,5,3.25,3410,9088,2.0,0,3,3,9,2760,650,1912,0,98119,47.6285,-122.361,3540,7100 +5255710010,20141215T000000,435000.0,3,1.75,2030,13700,1.0,0,0,3,8,1630,400,1976,0,98011,47.7726,-122.197,2120,11200 +3213200314,20141226T000000,874000.0,4,2.75,2860,6867,1.0,0,1,5,7,1560,1300,1946,0,98115,47.6723,-122.263,2290,5350 +9834200950,20140616T000000,385000.0,4,1.75,1690,4080,1.0,0,0,4,7,870,820,1984,0,98144,47.572,-122.289,1320,4080 +3806000005,20141030T000000,110000.0,2,1.0,760,4746,1.0,0,0,3,5,760,0,1930,0,98055,47.4836,-122.214,1360,7810 +6204400170,20140620T000000,477000.0,3,1.75,1780,8085,1.0,0,0,3,7,1210,570,1976,0,98011,47.7357,-122.197,1780,8085 +2491200675,20140912T000000,500000.0,3,2.0,1550,6394,1.5,0,0,5,8,1550,0,1918,0,98126,47.5222,-122.379,1440,6387 +98020480,20140828T000000,885000.0,4,2.5,4090,11225,2.0,0,0,3,10,4090,0,2005,0,98075,47.581,-121.971,3510,8762 +8068000585,20140827T000000,235000.0,2,1.0,880,5600,1.0,0,0,5,7,880,0,1955,0,98178,47.5071,-122.265,1240,7015 +4345000170,20150504T000000,210000.0,3,2.75,1320,15236,1.0,0,0,3,7,880,440,1995,0,98030,47.365,-122.184,1490,8351 +3101500010,20150420T000000,320000.0,2,1.0,950,4000,1.0,0,0,3,6,950,0,1910,0,98144,47.5728,-122.312,1480,4000 +3291800660,20150313T000000,406000.0,3,1.75,1390,7904,1.0,0,0,3,7,1390,0,1985,0,98056,47.4892,-122.181,1910,7904 +3541600235,20141028T000000,350000.0,3,1.75,1900,10225,1.0,0,0,4,8,1220,680,1963,0,98166,47.4781,-122.357,1850,12630 +2923039217,20140610T000000,350000.0,2,0.75,1392,43710,1.5,0,0,4,7,1392,0,1978,0,98070,47.4491,-122.453,1640,99316 +7852010290,20140710T000000,720000.0,4,2.5,3340,8930,2.0,0,2,3,10,3340,0,1999,0,98065,47.535,-121.867,3160,7865 +7695450010,20140522T000000,604700.0,4,2.75,2750,14982,1.0,0,3,3,9,1720,1030,1981,0,98198,47.3566,-122.32,2860,16344 +3424069145,20140925T000000,343000.0,3,1.0,1400,5662,1.5,0,0,5,5,1400,0,1920,0,98027,47.5271,-122.036,1250,14375 +3578400500,20141209T000000,558000.0,3,2.25,2220,15757,1.0,0,0,3,8,1280,940,1982,0,98074,47.6212,-122.043,2020,14098 +4365200895,20150417T000000,364000.0,4,1.0,1210,7740,1.5,0,0,3,7,1210,0,1922,0,98126,47.5216,-122.374,1100,7740 +4027700321,20141028T000000,420000.0,3,1.75,2390,11242,1.0,0,0,3,7,1290,1100,1959,0,98155,47.7759,-122.272,2270,9650 +7923600250,20150515T000000,450000.0,5,2.0,1870,7344,1.5,0,0,3,7,1870,0,1960,0,98007,47.5951,-122.144,1870,7650 +8122100290,20140813T000000,392000.0,2,1.5,940,5000,1.0,0,0,4,7,810,130,1925,0,98126,47.5375,-122.374,940,5026 +7224000980,20140610T000000,100000.0,4,1.0,1120,2685,1.0,0,0,3,5,860,260,1939,0,98055,47.4904,-122.203,1120,4838 +9521100280,20140612T000000,480000.0,3,2.5,1250,1103,3.0,0,2,3,8,1250,0,2005,0,98103,47.6619,-122.352,1250,1188 +7875400050,20140827T000000,212000.0,3,1.5,1060,9225,1.0,0,0,4,7,1060,0,1955,0,98003,47.3217,-122.318,1270,9375 +6204420290,20141203T000000,560000.0,5,2.5,2410,8960,1.0,0,0,5,7,1600,810,1978,0,98011,47.7372,-122.2,2410,11514 +1041440050,20150428T000000,359950.0,5,2.75,2844,3990,2.0,0,0,3,8,2844,0,2013,0,98092,47.3259,-122.167,2273,3900 +1626069178,20140910T000000,535000.0,4,2.5,2200,110642,1.0,0,0,5,7,1330,870,1979,0,98077,47.7409,-122.052,2290,51400 +3342101937,20150410T000000,980000.0,5,4.0,3460,5400,2.0,0,0,3,10,2830,630,2012,0,98056,47.5201,-122.204,1890,5400 +9178601630,20141113T000000,720000.0,2,1.0,1580,2199,2.0,0,2,3,8,1580,0,1921,1995,98103,47.6541,-122.329,2170,4405 +5273200080,20140929T000000,619950.0,2,1.0,1520,5400,1.0,0,0,3,7,920,600,1951,0,98115,47.6796,-122.279,1600,5400 +7701930010,20140530T000000,489000.0,3,2.5,2260,19821,2.0,0,0,3,9,2260,0,1994,0,98058,47.448,-122.088,2750,22718 +6820100010,20140616T000000,415000.0,4,2.0,1800,2970,1.0,0,0,4,7,1000,800,1923,0,98115,47.6833,-122.312,1690,3801 +3066400130,20150415T000000,672500.0,4,2.5,2650,11108,2.0,0,0,3,10,2650,0,1987,0,98074,47.6304,-122.051,2650,11585 +339600010,20141017T000000,352500.0,3,1.0,1000,4171,1.0,0,0,3,7,1000,0,1985,0,98052,47.6834,-122.097,1090,3479 +3391900130,20140903T000000,258750.0,4,2.0,2300,8400,1.0,0,0,4,6,1150,1150,1962,0,98003,47.3282,-122.332,1230,8400 +7283900010,20150223T000000,350000.0,3,1.0,1080,7000,1.0,0,0,4,6,1080,0,1916,0,98133,47.7637,-122.351,1410,7214 +1113000430,20140729T000000,152000.0,3,1.0,902,10464,1.0,0,0,3,7,902,0,1965,0,98198,47.363,-122.308,1510,7210 +5101405276,20140609T000000,378500.0,2,1.0,730,7528,1.0,0,0,3,7,730,0,1946,0,98115,47.6997,-122.305,1620,7528 +7796100050,20140730T000000,1017000.0,4,1.75,2600,41041,1.5,0,0,4,8,2600,0,1965,0,98033,47.6634,-122.172,2750,37318 +2207200675,20140502T000000,419000.0,3,1.5,1570,6700,1.0,0,0,4,7,1570,0,1956,0,98007,47.6022,-122.134,1570,7300 +3622910190,20140521T000000,895000.0,5,3.0,2876,13927,1.0,0,2,4,9,1970,906,1973,0,98040,47.5528,-122.229,3500,14454 +9346930250,20140926T000000,668500.0,4,2.25,2290,9546,1.0,0,0,4,8,1780,510,1976,0,98006,47.5617,-122.13,2360,8864 +3886000010,20140821T000000,487000.0,2,2.5,1470,2533,2.0,0,0,3,8,1470,0,2005,0,98033,47.6874,-122.165,1470,6511 +6326000130,20141202T000000,538000.0,3,3.5,2620,10137,2.0,0,0,3,8,1970,650,1992,0,98146,47.4979,-122.371,1960,7680 +686900010,20140528T000000,898000.0,5,1.5,2680,28014,1.0,0,0,4,8,1450,1230,1963,0,98004,47.6348,-122.196,2900,22180 +1310000130,20140924T000000,315000.0,4,2.0,2020,7767,1.0,0,0,3,8,2020,0,1995,0,98003,47.3391,-122.309,1940,8239 +139000185,20150428T000000,800000.0,3,2.5,2100,4440,2.0,0,4,3,7,2100,0,1945,0,98116,47.5865,-122.397,2100,6000 +4039000050,20140714T000000,516130.0,3,1.75,1510,8250,1.0,0,0,4,8,1510,0,1962,0,98008,47.6183,-122.113,1770,8250 +9253900417,20150128T000000,1600000.0,3,2.5,2850,19593,1.5,1,4,3,10,1790,1060,1978,0,98008,47.5894,-122.111,2850,18782 +4128500380,20150427T000000,1200000.0,4,2.5,4280,12796,2.0,0,0,3,11,3400,880,1999,0,98006,47.5588,-122.124,3520,9593 +8159300050,20150312T000000,355425.0,4,2.5,3238,9112,1.0,0,2,4,8,1678,1560,1979,0,98198,47.4005,-122.311,3056,9668 +1338600185,20140624T000000,1157400.0,3,2.5,2740,5925,2.0,0,2,3,10,2740,0,1913,1992,98112,47.6313,-122.303,2740,5948 +7625703900,20140926T000000,689000.0,4,2.5,2020,9600,2.0,0,0,4,7,2020,0,1954,0,98136,47.5434,-122.395,2250,8550 +2767700022,20150113T000000,500000.0,3,3.25,1520,1500,3.0,0,0,3,7,1520,0,2000,0,98107,47.67,-122.389,1520,1323 +3914000095,20140718T000000,430000.0,5,2.5,3860,42733,1.0,0,3,4,8,2300,1560,1955,0,98001,47.3117,-122.254,2520,19353 +7334501410,20141121T000000,299500.0,4,2.25,1600,15312,1.0,0,0,4,7,1080,520,1979,0,98045,47.4629,-121.743,1620,12375 +2597710050,20140624T000000,349950.0,4,2.5,2090,5289,2.0,0,0,3,8,2090,0,1989,0,98058,47.4289,-122.164,2080,7109 +7933250050,20141028T000000,1419000.0,5,3.25,4020,4500,2.0,0,0,3,9,3120,900,2010,0,98004,47.6349,-122.204,3550,5775 +2600140500,20141216T000000,998000.0,4,2.25,2910,10189,2.0,0,0,3,9,2910,0,1988,0,98006,47.5465,-122.155,2780,10125 +3876810170,20150505T000000,329000.0,3,1.0,900,9600,1.0,0,0,4,7,900,0,1970,0,98072,47.7423,-122.173,1220,8240 +3740000010,20141009T000000,575000.0,3,1.75,1720,5956,2.0,0,0,3,8,1720,0,1981,0,98033,47.6875,-122.202,1620,9324 +6895300050,20141002T000000,529900.0,5,2.25,3030,9430,2.0,0,0,4,8,2600,430,1961,0,98133,47.7515,-122.353,2230,8425 +6645900010,20141120T000000,1470000.0,4,2.5,3030,10189,1.0,0,0,3,9,2380,650,2003,0,98004,47.6367,-122.206,1940,10189 +9413600380,20140801T000000,725000.0,4,1.75,2190,9400,1.0,0,0,4,7,1450,740,1962,0,98033,47.6531,-122.196,1980,9000 +2115720500,20141023T000000,286000.0,3,2.5,1680,5000,2.0,0,0,3,8,1680,0,1987,0,98023,47.3196,-122.395,1720,5000 +2202500255,20150305T000000,335000.0,3,2.0,1210,9926,1.0,0,0,4,7,1210,0,1954,2015,98006,47.5731,-122.135,1690,9737 +2207100255,20140515T000000,395300.0,3,1.5,1120,7000,1.0,0,0,3,7,1120,0,1955,0,98007,47.5987,-122.146,1470,7950 +8035350010,20140715T000000,510000.0,4,2.75,3180,13348,2.0,0,0,3,8,3020,160,2004,0,98019,47.7439,-121.977,3020,10029 +1555300010,20150206T000000,203000.0,3,1.0,920,7500,1.0,0,0,4,7,920,0,1970,0,98032,47.3791,-122.289,1660,8000 +6135300010,20141204T000000,248000.0,2,1.0,700,8301,1.0,0,0,3,6,700,0,1953,0,98155,47.7712,-122.323,1250,8304 +1321730470,20150127T000000,265000.0,3,2.25,2540,7216,2.0,0,0,3,8,2540,0,1991,0,98023,47.2906,-122.349,2140,7531 +4083306345,20150504T000000,1000000.0,4,1.5,2100,4560,1.5,0,0,4,8,2100,0,1912,0,98103,47.6497,-122.336,1930,4560 +1453602360,20150406T000000,1000000.0,3,1.0,1540,24500,1.5,0,0,3,7,1540,0,1949,0,98125,47.7213,-122.29,1540,7250 +2025600280,20150406T000000,241400.0,3,2.0,1420,9828,1.0,0,0,4,7,1420,0,1990,0,98010,47.3287,-122.011,1550,7227 +1423800380,20150312T000000,309950.0,4,1.75,1450,10074,1.0,0,0,4,7,1450,0,1966,0,98058,47.4546,-122.182,1340,8023 +2113701100,20140826T000000,294010.0,3,1.75,1550,4057,1.0,0,0,3,6,830,720,1945,0,98106,47.5291,-122.351,1100,4116 +3578401060,20141216T000000,345000.0,3,2.25,1920,9672,2.0,0,0,4,8,1920,0,1984,0,98074,47.6233,-122.046,1950,10125 +3578401060,20150504T000000,625000.0,3,2.25,1920,9672,2.0,0,0,4,8,1920,0,1984,0,98074,47.6233,-122.046,1950,10125 +7691800020,20140709T000000,660000.0,4,2.5,2510,4543,2.0,0,0,3,8,2510,0,2002,0,98075,47.5962,-122.039,2550,4675 +8682230950,20150317T000000,559000.0,2,2.0,1660,4500,1.0,0,0,3,8,1660,0,2003,0,98053,47.7094,-122.031,1670,5580 +7202360010,20140707T000000,866000.0,4,3.25,3990,9786,2.0,0,0,3,9,3990,0,2004,0,98053,47.6784,-122.026,3920,8200 +2125049120,20140505T000000,770000.0,3,2.0,2350,5700,1.5,0,0,4,8,1810,540,1939,0,98112,47.639,-122.31,2170,6000 +5540000010,20140815T000000,259950.0,3,1.5,1350,7827,1.0,0,0,4,7,1350,0,1968,0,98030,47.3786,-122.219,1900,7827 +1552800010,20150311T000000,352000.0,5,2.75,2980,9838,1.0,0,0,3,7,1710,1270,1968,0,98030,47.3807,-122.222,2240,9838 +1118002000,20140624T000000,2466350.0,5,4.75,6390,13180,2.0,0,0,3,10,4560,1830,1940,0,98112,47.6312,-122.291,4010,8137 +8564600080,20141106T000000,395000.0,3,2.0,1590,10229,1.0,0,0,3,7,1590,0,1966,0,98034,47.7239,-122.227,1320,10222 +1446800660,20150316T000000,276500.0,4,1.75,1400,6650,1.5,0,0,4,6,1400,0,1942,0,98168,47.4888,-122.332,1120,8645 +2624079022,20141020T000000,530000.0,3,2.25,1880,100623,1.5,0,0,3,8,1880,0,1987,2007,98024,47.5342,-121.883,2520,21689 +5051800130,20140724T000000,798000.0,4,3.25,3500,10260,2.0,0,0,3,10,3500,0,1987,0,98008,47.5902,-122.13,3500,10658 +7940700190,20140813T000000,380000.0,2,2.0,1370,5756,1.0,0,0,3,8,1370,0,1986,0,98034,47.714,-122.205,1380,5444 +5422810010,20140819T000000,350000.0,4,2.5,2810,10433,2.0,0,0,3,8,2810,0,2001,0,98022,47.1895,-122.015,2640,9240 +3529200190,20140514T000000,325000.0,3,2.5,2220,6049,2.0,0,0,4,8,2220,0,1990,0,98031,47.3972,-122.182,1980,7226 +8944320280,20150402T000000,336000.0,3,2.5,2110,4549,2.0,0,0,4,8,2110,0,1989,0,98042,47.3885,-122.154,2110,4030 +3222069153,20141024T000000,286900.0,3,2.25,1720,17235,1.0,0,0,4,7,1440,280,1974,0,98042,47.3438,-122.073,1990,35048 +7211300050,20140930T000000,472000.0,5,2.25,1780,7245,1.0,0,0,4,8,1330,450,1976,0,98052,47.6946,-122.12,1780,7653 +1545806980,20140630T000000,263000.0,3,1.75,1410,8100,2.0,0,0,3,7,1410,0,1985,0,98038,47.3617,-122.046,1560,8100 +9297300255,20140716T000000,565000.0,3,3.0,2110,4000,1.0,0,2,4,7,1110,1000,1965,0,98126,47.5696,-122.375,1730,4000 +4139400280,20141008T000000,765000.0,3,2.5,2700,8444,2.0,0,0,3,10,2700,0,1992,0,98006,47.5597,-122.113,2840,9165 +9201300020,20140811T000000,1517000.0,3,2.25,2610,9409,1.0,1,4,4,8,2610,0,1963,0,98075,47.5789,-122.076,2970,9156 +8663280080,20141223T000000,405000.0,3,2.0,1660,8174,1.0,0,0,3,7,830,830,1981,0,98034,47.7103,-122.199,1610,9318 +98000980,20150427T000000,1098000.0,4,3.5,4570,16219,2.0,0,0,3,11,4570,0,2002,0,98075,47.5859,-121.968,4700,16500 +1796100010,20140911T000000,555000.0,3,3.0,3760,188760,1.0,0,0,4,10,2640,1120,1979,0,98092,47.308,-122.087,2820,50543 +2781280290,20150427T000000,305000.0,3,2.5,1610,3516,2.0,0,0,3,8,1610,0,2006,0,98055,47.4491,-122.188,1610,3056 +1448800010,20140901T000000,289950.0,3,2.25,1740,9370,1.0,0,0,3,7,1390,350,1992,0,98198,47.391,-122.316,1740,7555 +1526079026,20140813T000000,487500.0,5,3.5,3530,218472,2.0,0,0,3,7,2380,1150,1999,0,98019,47.7309,-121.905,2110,211404 +1788800630,20141029T000000,96500.0,3,1.0,840,12091,1.0,0,0,3,6,840,0,1959,0,98023,47.3281,-122.343,840,9324 +1788800630,20150225T000000,185000.0,3,1.0,840,12091,1.0,0,0,3,6,840,0,1959,0,98023,47.3281,-122.343,840,9324 +8864000250,20140827T000000,150550.0,4,1.0,1470,6061,1.5,0,0,3,7,1470,0,1945,0,98168,47.4819,-122.289,1230,6175 +7972600670,20140624T000000,339000.0,4,2.0,2470,5080,1.5,0,0,3,6,1970,500,1948,1988,98106,47.5308,-122.348,1060,5080 +4077800094,20150202T000000,675000.0,4,1.75,2220,7230,1.0,0,1,3,8,1280,940,1950,0,98125,47.7065,-122.279,2210,7230 +9834200440,20140624T000000,615000.0,3,1.75,1720,4080,1.0,0,0,4,7,960,760,1924,0,98144,47.5747,-122.287,1660,4080 +1245002125,20140604T000000,837500.0,4,2.5,2700,9320,2.0,0,0,4,8,2700,0,1994,0,98033,47.6861,-122.198,2120,8056 +5634500170,20140819T000000,250000.0,2,1.0,950,11835,1.0,0,0,3,5,950,0,1932,0,98028,47.7494,-122.237,1690,12586 +1954400500,20140625T000000,583000.0,3,2.5,1790,8144,2.0,0,0,3,8,1790,0,1989,0,98074,47.6169,-122.045,1800,7503 +9528102771,20140904T000000,499000.0,3,2.5,1610,1728,3.0,0,0,3,8,1610,0,2000,0,98115,47.6776,-122.318,1540,3090 +2895600095,20140716T000000,550000.0,3,2.5,2290,6328,2.0,0,0,3,8,2290,0,2001,0,98146,47.5103,-122.382,1600,6180 +2921079027,20140924T000000,400000.0,4,2.5,2170,204296,1.0,0,0,4,7,2170,0,1980,0,98022,47.281,-121.933,1760,154202 +524059323,20150219T000000,990400.0,3,2.5,2100,4097,2.0,0,0,3,9,2100,0,2008,0,98004,47.5983,-122.2,1820,4764 +824069173,20140821T000000,600000.0,3,2.5,2320,52272,1.5,0,0,3,8,2320,0,1974,0,98075,47.587,-122.068,2200,52272 +2678100005,20150212T000000,325000.0,2,1.0,1120,6236,1.0,0,0,4,6,1120,0,1954,0,98155,47.763,-122.291,1340,7784 +2025700080,20140710T000000,265000.0,3,2.5,1530,6000,2.0,0,0,4,7,1530,0,1991,0,98038,47.3487,-122.036,1360,6000 +6613000585,20150108T000000,1620500.0,3,2.5,3490,9362,1.0,0,3,5,9,1770,1720,1960,0,98105,47.6605,-122.27,3640,7425 +2597000006,20150309T000000,347500.0,3,1.5,1180,8353,1.0,0,0,3,7,1180,0,1960,0,98155,47.7652,-122.274,1710,8748 +1923300170,20150109T000000,629000.0,5,2.0,2050,3000,1.5,0,0,3,7,1470,580,1912,1984,98103,47.6864,-122.352,1560,4500 +1224049005,20140708T000000,1087500.0,2,2.0,2360,11340,1.5,0,0,3,9,2360,0,1997,0,98040,47.5835,-122.227,3030,11340 +4123840050,20140630T000000,397500.0,4,2.5,2570,7859,2.0,0,0,3,8,2570,0,1992,0,98038,47.3736,-122.045,2150,7284 +1937300280,20141030T000000,404500.0,2,1.0,1270,3700,1.5,0,0,3,7,1270,0,1909,0,98144,47.5949,-122.307,1980,3200 +9183703376,20140513T000000,225000.0,3,1.5,1250,7500,1.0,0,0,3,7,1250,0,1967,0,98030,47.3719,-122.215,1260,7563 +9542801310,20150513T000000,267000.0,3,2.25,2510,9900,1.0,0,0,3,8,1610,900,1978,0,98023,47.2988,-122.374,1940,8510 +2771104830,20140611T000000,800000.0,4,3.75,2690,4000,2.0,0,3,4,9,2120,570,1909,1989,98119,47.6418,-122.372,2830,4000 +7967650010,20150210T000000,339000.0,4,2.5,2900,6918,2.0,0,0,3,8,2900,0,2001,0,98001,47.3504,-122.284,2720,10376 +6744701310,20150415T000000,1850000.0,4,2.5,3830,11972,1.0,1,4,3,11,2370,1460,1981,0,98155,47.7404,-122.284,3080,12297 +3131201310,20140930T000000,525000.0,5,1.0,1280,3876,1.5,0,0,3,7,1280,0,1923,0,98105,47.6605,-122.324,1420,3825 +3630180500,20141006T000000,1150000.0,5,3.5,4350,6218,2.0,0,2,3,10,3520,830,2007,0,98027,47.5396,-121.997,3260,5989 +7624700050,20141223T000000,565000.0,1,1.0,1370,6250,1.5,0,0,4,7,1370,0,1921,0,98136,47.5571,-122.385,1450,6250 +3274800460,20140520T000000,387000.0,2,2.25,1230,1280,2.0,0,0,3,8,960,270,2012,0,98144,47.5942,-122.298,1130,1357 +1939000010,20140619T000000,720000.0,4,2.5,2440,34290,2.0,0,0,3,9,2440,0,1987,0,98053,47.6685,-122.044,2860,38119 +4139490190,20140711T000000,1500000.0,4,3.5,4410,12426,2.0,0,2,3,12,3420,990,1996,0,98006,47.5518,-122.107,4090,12127 +6381500170,20140826T000000,235000.0,2,1.0,910,7617,1.0,0,0,3,6,910,0,1936,0,98125,47.7332,-122.305,1310,6624 +6381500170,20150116T000000,365000.0,2,1.0,910,7617,1.0,0,0,3,6,910,0,1936,0,98125,47.7332,-122.305,1310,6624 +1954420170,20140521T000000,368250.0,3,2.5,2150,7484,2.0,0,0,3,8,2150,0,1988,0,98074,47.6191,-122.043,2150,6879 +1954420170,20141113T000000,580000.0,3,2.5,2150,7484,2.0,0,0,3,8,2150,0,1988,0,98074,47.6191,-122.043,2150,6879 +623059016,20140717T000000,1100000.0,4,3.25,3190,11774,2.0,1,4,3,8,2610,580,1956,1991,98178,47.5033,-122.225,2240,8725 +6181400470,20150127T000000,215000.0,4,2.5,2130,4496,2.0,0,0,3,7,2130,0,2004,0,98001,47.3041,-122.28,3220,5400 +3904920980,20140909T000000,648000.0,4,2.5,2740,9959,2.0,0,0,3,9,2740,0,1989,0,98029,47.5672,-122.011,2630,9905 +7215730430,20140903T000000,705000.0,4,3.0,3150,9318,2.0,0,0,3,9,3150,0,2001,0,98075,47.5959,-122.018,3150,9318 +475000190,20150109T000000,465000.0,3,2.25,1450,1540,2.0,0,0,3,8,1180,270,2005,0,98107,47.6685,-122.365,1450,1540 +2877100235,20141222T000000,650000.0,5,2.0,2400,3500,1.5,0,0,3,8,1900,500,1911,0,98103,47.6762,-122.356,1520,4000 +7893202340,20140721T000000,335000.0,4,2.25,2280,7500,1.0,0,0,4,7,1140,1140,1963,0,98198,47.4182,-122.332,1660,8000 +9238430190,20150428T000000,640000.0,4,2.0,2310,31850,1.5,0,0,4,8,2310,0,1984,0,98072,47.7713,-122.122,2710,36042 +1939120050,20150303T000000,638250.0,4,2.5,2460,8029,2.0,0,0,3,9,2460,0,1989,0,98074,47.6262,-122.03,2420,7987 +9197800010,20141017T000000,1460000.0,4,3.5,4200,14353,2.0,0,2,3,12,3640,560,1996,0,98040,47.5331,-122.217,3750,16316 +5248800250,20150427T000000,375000.0,4,2.0,1620,4600,2.0,0,0,3,7,1620,0,1909,0,98108,47.5533,-122.307,1620,4500 +4457300630,20140716T000000,842000.0,4,1.75,2170,9525,1.0,0,0,3,8,2170,0,1960,0,98040,47.5685,-122.217,1910,9525 +2228900161,20141008T000000,499950.0,3,2.25,2880,7200,1.0,0,0,3,8,1710,1170,1970,0,98133,47.7707,-122.35,1880,10200 +6817850050,20150217T000000,810000.0,4,2.5,3280,25211,2.0,0,3,3,11,3280,0,1985,0,98074,47.6398,-122.05,3280,25211 +1775800280,20150226T000000,310000.0,5,2.0,2900,11970,2.0,0,0,4,7,2900,0,1969,0,98072,47.741,-122.095,1260,12398 +263000050,20141031T000000,730000.0,3,2.5,2160,8809,1.0,0,0,3,9,1540,620,2014,0,98103,47.6994,-122.349,930,5420 +1870400470,20141113T000000,637800.0,4,1.75,2250,4750,1.5,0,0,4,7,1420,830,1924,0,98115,47.6738,-122.292,1930,4750 +7839300185,20150206T000000,225000.0,3,1.0,1340,4800,1.5,0,0,4,5,1340,0,1903,0,98055,47.477,-122.209,1240,4800 +2426039130,20140610T000000,417500.0,4,1.0,1390,10800,1.5,0,0,4,7,1390,0,1941,0,98177,47.7248,-122.359,1390,9360 +2938200170,20150320T000000,265000.0,4,2.0,1600,10160,1.0,0,0,4,7,1600,0,1972,0,98022,47.2015,-122.003,1540,9352 +1954440050,20140725T000000,550000.0,4,2.5,2050,8683,2.0,0,0,3,8,2050,0,1987,0,98074,47.62,-122.043,2010,8744 +2224079001,20150126T000000,625700.0,3,2.0,2570,159865,1.0,0,0,5,7,2570,0,1968,0,98024,47.5547,-121.892,2010,38322 +200520080,20140801T000000,595000.0,3,2.5,2660,10637,2.0,0,0,3,9,2660,0,1991,0,98011,47.7383,-122.22,2590,8637 +2195900010,20140714T000000,270000.0,3,1.5,1540,13475,1.0,0,0,4,7,1540,0,1972,0,98059,47.4766,-122.153,1550,13475 +5707500050,20140718T000000,739375.0,5,3.0,2640,3200,2.0,0,0,4,7,2140,500,1906,0,98112,47.6188,-122.308,1540,2242 +8929000130,20140708T000000,357562.0,2,1.75,1210,1032,2.0,0,0,3,8,1210,0,2014,0,98029,47.5522,-121.999,1210,1090 +2944000170,20140611T000000,1010000.0,4,2.5,3760,29224,2.0,0,0,3,11,3760,0,1987,0,98052,47.7203,-122.128,3930,19916 +8682262330,20140930T000000,455000.0,2,1.75,1350,4286,1.0,0,0,3,8,1350,0,2004,0,98053,47.7171,-122.033,1440,4839 +4167800130,20150501T000000,310000.0,5,2.25,2600,9600,1.0,0,2,4,8,1810,790,1969,0,98023,47.3257,-122.365,2070,9660 +1624079088,20140811T000000,415000.0,3,2.75,3900,111514,2.0,0,0,3,6,3460,440,1967,2008,98024,47.5621,-121.924,2460,217800 +7370600050,20140819T000000,452000.0,2,1.0,1340,8100,1.0,0,2,3,8,1340,0,1950,0,98177,47.7212,-122.364,1680,7752 +2025059134,20150113T000000,810000.0,3,2.0,1760,16928,1.0,0,0,3,7,1760,0,1953,0,98004,47.6363,-122.202,3430,10059 +7522500020,20140527T000000,730001.0,3,2.0,1840,4750,1.0,0,0,5,7,1010,830,1951,0,98117,47.6862,-122.395,1760,5510 +1125069134,20150430T000000,825000.0,3,2.25,2980,86636,1.0,0,0,3,9,2230,750,1989,0,98053,47.6627,-122.003,2980,107157 +8032700010,20140716T000000,665000.0,3,2.5,1730,3000,2.0,0,0,3,8,1730,0,1996,0,98103,47.6532,-122.34,1730,1774 +2473370050,20140604T000000,327500.0,4,1.75,1650,7800,1.0,0,0,3,8,1650,0,1968,0,98058,47.4507,-122.139,1750,10400 +3276930050,20140728T000000,699950.0,3,2.5,3370,36218,2.0,0,0,4,9,3370,0,1988,0,98075,47.5855,-121.987,2980,31793 +3211230080,20140728T000000,424000.0,3,2.5,2200,34680,2.0,0,0,3,9,2200,0,1985,0,98092,47.3139,-122.116,2560,35840 +7519000471,20140625T000000,657000.0,4,2.5,2180,3375,1.5,0,0,4,7,1420,760,1926,0,98117,47.6846,-122.361,1560,3375 +8563000130,20140717T000000,445000.0,3,1.75,1490,10844,1.0,0,0,3,7,1210,280,1974,0,98008,47.6208,-122.106,2090,9944 +2770604103,20140731T000000,450000.0,3,2.5,1530,762,2.0,0,0,3,8,1050,480,2007,0,98119,47.642,-122.374,1610,1482 +3581000020,20140926T000000,350000.0,3,1.0,1180,7455,1.0,0,0,4,7,1180,0,1964,0,98034,47.7276,-122.241,1450,8154 +9432750190,20141112T000000,460000.0,4,2.5,2080,17532,2.0,0,0,3,9,2080,0,1996,0,98059,47.4835,-122.136,2550,12560 +1622059088,20140626T000000,385000.0,4,2.5,3200,22651,1.0,0,0,5,8,1610,1590,1970,0,98031,47.3931,-122.183,2030,5500 +5559900080,20141104T000000,272000.0,4,2.25,1880,6160,2.0,0,0,3,7,1880,0,1993,0,98023,47.3214,-122.347,1580,6405 +7202260780,20150120T000000,535000.0,3,2.5,2510,5544,2.0,0,0,3,7,2510,0,2001,0,98053,47.6903,-122.042,2660,5614 +8651410950,20150430T000000,216500.0,2,1.0,1060,5200,1.0,0,0,3,6,1060,0,1969,0,98042,47.3688,-122.08,910,5200 +7843500080,20150225T000000,325000.0,3,2.5,2130,12245,2.0,0,0,3,8,2130,0,1989,0,98042,47.3406,-122.057,1910,12216 +3205400290,20150406T000000,420200.0,3,1.75,1320,7280,1.0,0,0,3,7,1320,0,1968,0,98034,47.7229,-122.18,1370,7800 +7129300420,20141202T000000,258000.0,3,1.75,1040,5650,1.0,0,0,5,6,1040,0,1951,0,98178,47.5111,-122.256,1290,5650 +263000280,20141202T000000,450000.0,3,2.0,1150,4500,1.5,0,0,3,7,1150,0,1917,1991,98103,47.6985,-122.348,1230,5400 +2919200280,20141208T000000,720168.0,4,2.25,2120,3794,2.0,0,0,4,7,1420,700,1926,0,98117,47.6893,-122.359,1420,3840 +2769602880,20141002T000000,652000.0,3,2.0,2130,5000,1.5,0,0,5,7,1330,800,1925,0,98107,47.6746,-122.362,2010,5000 +8078440050,20140730T000000,569500.0,4,2.5,2340,8248,2.0,0,0,3,8,2340,0,1989,0,98074,47.6314,-122.03,2140,9963 +1922069071,20150424T000000,411000.0,4,1.75,2250,292288,1.0,0,0,4,7,2250,0,1963,0,98042,47.3787,-122.091,1550,23798 +7518502945,20140519T000000,524950.0,3,1.75,1890,3825,1.0,0,0,3,7,1290,600,1974,0,98117,47.6831,-122.381,1320,3825 +7568700480,20150323T000000,153000.0,2,1.0,1140,10152,1.0,0,0,3,6,760,380,1942,0,98155,47.7369,-122.321,1340,10141 +9577800005,20141022T000000,775000.0,3,2.5,2780,5467,2.0,0,2,3,9,2780,0,2000,0,98126,47.5791,-122.378,2630,5000 +7436050170,20150112T000000,338500.0,4,2.5,2390,6111,2.0,0,0,3,8,2390,0,1997,0,98030,47.3677,-122.173,2520,6500 +7200001259,20150501T000000,570000.0,3,1.75,2390,9000,1.0,0,0,3,8,1500,890,1975,0,98052,47.6809,-122.113,2040,9000 +4127000095,20141029T000000,653000.0,3,2.0,2680,8429,1.0,0,0,4,9,1880,800,1950,1991,98038,47.372,-122.036,1570,8640 +1934800086,20141120T000000,435000.0,2,2.5,1560,1222,2.0,0,0,3,8,1080,480,2008,0,98122,47.604,-122.307,1560,2081 +3361401025,20141126T000000,207000.0,2,1.0,1130,8160,1.0,0,0,4,6,1130,0,1952,0,98168,47.4997,-122.317,1060,6120 +7430500415,20140725T000000,540000.0,2,1.0,1120,7500,1.0,0,2,4,7,1120,0,1971,0,98008,47.619,-122.096,3040,16940 +1622049182,20140625T000000,386000.0,4,2.25,2050,9583,2.0,0,2,3,8,1770,280,1965,0,98198,47.3978,-122.313,2230,9730 +7749500250,20140827T000000,265000.0,5,2.25,2600,8075,1.5,0,0,4,8,2600,0,1969,0,98092,47.2961,-122.188,2200,8800 +1773101159,20150107T000000,250000.0,3,2.25,1050,572,2.0,0,0,3,7,740,310,2006,0,98106,47.5549,-122.363,1260,1062 +9829200250,20150105T000000,1697000.0,3,2.0,2600,6600,2.0,0,4,3,10,1930,670,1970,2014,98122,47.6055,-122.285,2670,6270 +3303860130,20141203T000000,455000.0,4,2.5,2811,7251,2.0,0,0,3,9,2811,0,2009,0,98038,47.3686,-122.058,3040,7250 +9359100500,20140527T000000,1795000.0,4,3.25,4060,13000,2.0,0,3,3,11,4060,0,2000,0,98040,47.581,-122.246,3220,13800 +1250203860,20141030T000000,759000.0,3,2.0,2260,7200,1.0,0,3,3,7,1130,1130,1941,0,98144,47.5886,-122.288,2260,6000 +2386000170,20150326T000000,970000.0,4,2.75,4430,74358,2.0,0,0,3,10,4430,0,1990,0,98053,47.6392,-121.988,3820,80875 +5702500050,20141104T000000,280000.0,1,0.0,600,24501,1.0,0,0,2,3,600,0,1950,0,98045,47.5316,-121.749,990,22549 +2600000050,20140827T000000,690000.0,3,2.25,2430,8327,1.0,0,0,4,9,1430,1000,1978,0,98006,47.5534,-122.16,2550,10427 +7856640170,20140708T000000,789900.0,3,2.5,3420,25150,1.0,0,0,4,10,1750,1670,1987,0,98006,47.5706,-122.152,2900,19604 +5540800130,20150318T000000,447500.0,2,1.0,1180,5100,1.5,0,0,3,7,1180,0,1926,0,98103,47.6947,-122.346,980,5100 +7955060010,20140613T000000,440000.0,4,2.25,2010,7575,1.0,0,0,3,7,1220,790,1974,0,98034,47.7328,-122.2,1820,7831 +7760400470,20150414T000000,278000.0,3,2.0,1230,7789,1.0,0,0,3,7,1230,0,1994,0,98042,47.3718,-122.073,1470,8670 +9551202130,20140714T000000,980000.0,5,2.5,2750,6000,1.5,0,0,3,8,1750,1000,1904,1994,98103,47.6729,-122.334,1520,4158 +4345000050,20140630T000000,245000.0,3,2.75,1300,14197,1.0,0,0,3,7,860,440,1996,0,98030,47.3652,-122.183,1550,7596 +7334501440,20141021T000000,287000.0,3,1.5,1150,11475,1.0,0,0,3,7,1150,0,1971,0,98045,47.4629,-121.744,1640,11475 +1523069215,20140603T000000,435000.0,3,1.75,2220,132858,1.0,0,0,3,7,1110,1110,1988,0,98027,47.4853,-122.034,2130,77536 +5525400430,20140715T000000,585000.0,3,2.5,2050,11690,2.0,0,0,4,9,2050,0,1989,0,98059,47.5279,-122.161,2410,10172 +871001611,20140701T000000,616000.0,4,1.75,1700,5846,1.0,0,0,3,8,1700,0,1957,0,98199,47.6539,-122.408,1480,5177 +1685200190,20150115T000000,203000.0,3,1.75,1610,9000,1.0,0,0,4,7,1100,510,1978,0,98092,47.3187,-122.179,1610,8000 +1982200675,20150506T000000,860000.0,4,2.75,2720,3840,2.0,0,0,3,8,1790,930,1920,2009,98107,47.6624,-122.361,1360,3880 +1201500010,20150330T000000,833000.0,4,2.5,2190,12690,1.0,0,2,3,8,1170,1020,1973,0,98033,47.6627,-122.189,2630,10843 +1822360080,20141211T000000,565000.0,4,2.75,2730,6856,2.0,0,0,3,8,2730,0,2003,0,98072,47.7739,-122.164,2520,5569 +4113800500,20150212T000000,572500.0,3,2.5,2490,7589,2.0,0,0,3,9,2490,0,1991,0,98056,47.5355,-122.179,2500,10386 +4299700095,20140516T000000,254000.0,4,2.0,1510,4235,1.0,0,0,3,7,1510,0,1955,0,98108,47.546,-122.293,1510,4268 +3585900500,20150402T000000,1525000.0,4,4.25,4720,21000,3.0,0,4,5,11,4720,0,1971,0,98177,47.7591,-122.376,3010,20000 +326069026,20150121T000000,900000.0,4,3.0,3810,217800,2.0,0,0,3,9,3810,0,2003,0,98077,47.7696,-122.021,2580,217364 +4070700290,20150226T000000,899000.0,3,2.5,1950,3730,2.0,0,0,3,9,1950,0,1996,0,98033,47.6731,-122.199,2080,4000 +7625703800,20150424T000000,560000.0,3,2.0,1300,6000,1.0,0,0,5,7,1300,0,1943,0,98136,47.5482,-122.392,1230,6000 +643400130,20150304T000000,512500.0,3,1.75,1610,7200,1.0,0,0,3,7,1180,430,1976,0,98007,47.5966,-122.144,1520,7973 +2877103070,20150223T000000,775000.0,4,2.5,2040,5000,1.5,0,0,5,7,1180,860,1924,0,98117,47.6786,-122.36,1540,5000 +421000185,20140611T000000,200000.0,2,1.0,700,4700,1.0,0,0,5,5,700,0,1953,0,98056,47.4953,-122.169,960,5200 +2113700825,20140731T000000,172000.0,3,1.0,970,4700,1.0,0,0,4,6,720,250,1943,0,98106,47.5285,-122.354,1560,4600 +623049093,20140522T000000,219900.0,3,1.0,910,6000,1.0,0,0,2,6,910,0,1956,0,98146,47.5065,-122.338,1090,6957 +4348800080,20140711T000000,641200.0,3,1.0,1060,9123,1.0,0,0,3,7,1060,0,1952,0,98004,47.6218,-122.193,1620,9121 +3762900010,20140715T000000,473000.0,5,3.25,2180,7200,2.0,0,0,4,7,2180,0,1982,0,98034,47.7078,-122.234,1840,7644 +3578401700,20140701T000000,540000.0,3,1.75,2050,9580,1.0,0,0,3,8,1400,650,1984,0,98074,47.6212,-122.038,1740,11952 +1211000280,20150504T000000,295000.0,2,1.0,750,4500,1.0,0,0,3,6,750,0,1945,0,98122,47.607,-122.297,1540,4000 +1324300091,20140528T000000,370000.0,3,1.0,800,2296,1.0,0,0,4,6,800,0,1908,0,98103,47.6546,-122.356,1480,1472 +4141800285,20140714T000000,1727000.0,4,2.25,3470,8000,1.5,0,1,3,9,2360,1110,1906,2002,98122,47.6149,-122.287,3010,8000 +1524079088,20140509T000000,275000.0,3,1.5,1390,48257,1.0,0,0,3,6,1390,0,1922,2013,98024,47.5603,-121.894,1440,45302 +9320900420,20141014T000000,89000.0,3,1.0,900,4750,1.0,0,0,4,6,900,0,1969,0,98023,47.3026,-122.363,900,3404 +7349800780,20140805T000000,175000.0,2,1.75,1050,9800,1.5,0,0,4,6,1050,0,1975,0,98019,47.7595,-121.473,1230,12726 +1196002948,20150218T000000,490000.0,3,2.5,2410,11900,1.0,0,2,4,9,1600,810,1989,0,98023,47.3384,-122.34,3090,11902 +5631500213,20140515T000000,342400.0,3,2.25,1180,9630,2.0,0,0,3,7,1180,0,1986,0,98028,47.7352,-122.232,2660,5979 +3416601045,20140623T000000,345000.0,3,1.0,1140,4200,2.0,0,0,4,7,1140,0,1904,0,98144,47.6012,-122.296,1510,4000 +9828701650,20141125T000000,399000.0,2,1.0,700,3400,1.0,0,0,3,6,700,0,1946,0,98112,47.6212,-122.296,1570,4512 +6071300500,20140815T000000,550000.0,4,2.5,2060,9719,1.0,0,0,4,8,1320,740,1960,0,98006,47.5549,-122.176,2050,9643 +6072760670,20141203T000000,652450.0,3,2.25,2230,11835,1.0,0,0,5,8,1630,600,1974,0,98006,47.563,-122.178,2190,10384 +9141100255,20150429T000000,438000.0,2,2.25,1950,29347,1.0,0,0,3,8,1350,600,1953,0,98133,47.739,-122.351,2125,7751 +2824600290,20150403T000000,605000.0,3,1.75,2100,5058,1.0,0,2,3,7,1340,760,1941,0,98126,47.5743,-122.378,1640,5000 +2787720170,20140929T000000,395000.0,4,2.5,2130,11733,1.0,0,0,5,7,1330,800,1969,0,98059,47.512,-122.16,1800,9131 +9826701735,20141112T000000,449950.0,3,2.0,1880,3048,2.0,0,0,4,7,1880,0,1902,0,98122,47.6031,-122.303,1680,3600 +1703050420,20150330T000000,651100.0,4,2.5,2310,5526,2.0,0,0,3,9,2310,0,2003,0,98074,47.6299,-122.02,2500,5769 +4060000440,20150204T000000,241000.0,3,1.0,880,6050,1.0,0,0,3,6,880,0,1945,0,98178,47.4995,-122.248,1130,6050 +2525049148,20141007T000000,3418800.0,5,5.0,5450,20412,2.0,0,0,3,11,5450,0,2014,0,98039,47.6209,-122.237,3160,17825 +8857310010,20141219T000000,268500.0,2,1.5,1290,1749,1.0,0,0,3,8,660,630,1969,0,98008,47.6118,-122.116,1860,1749 +1823049178,20150123T000000,200000.0,2,1.0,1010,7200,1.0,0,0,3,6,1010,0,1956,0,98166,47.4815,-122.339,1290,9000 +4364200250,20141201T000000,400375.0,4,1.75,1690,7680,1.0,0,0,5,6,890,800,1946,0,98126,47.5296,-122.375,1060,7680 +8682260480,20140528T000000,429000.0,2,1.75,1350,6315,1.0,0,0,3,8,1350,0,2005,0,98053,47.7141,-122.032,1665,5390 +1250200345,20141024T000000,230000.0,3,1.0,680,2400,1.0,0,0,4,6,680,0,1903,0,98144,47.5982,-122.299,1470,3600 +9808590460,20150218T000000,1200000.0,4,2.25,2860,10702,2.0,0,0,3,10,2860,0,1982,0,98004,47.6451,-122.189,2890,10572 +7818700480,20150409T000000,314200.0,1,1.0,610,6000,1.0,0,0,4,5,610,0,1918,0,98117,47.6911,-122.367,970,5000 +2792000010,20150423T000000,513000.0,4,2.5,2660,8887,1.0,0,0,4,8,1880,780,1967,0,98166,47.439,-122.342,1910,9620 +1705400244,20150402T000000,535000.0,2,1.0,1390,5346,1.0,0,0,5,7,960,430,1908,0,98118,47.5567,-122.279,1450,5040 +9358002375,20150305T000000,420000.0,6,3.0,2290,6344,2.0,0,0,3,7,2290,0,1980,0,98126,47.565,-122.37,1360,3202 +8944320470,20140623T000000,345950.0,3,2.5,2110,4118,2.0,0,0,3,8,2110,0,1989,0,98042,47.3878,-122.153,2110,4044 +6372000101,20140820T000000,483500.0,3,2.0,1200,2016,1.0,0,1,4,7,600,600,1931,0,98116,47.5811,-122.404,1730,4520 +2877100655,20141208T000000,695000.0,4,2.25,2360,2500,2.0,0,3,3,8,1520,840,2001,0,98117,47.6771,-122.358,1810,3900 +9378500050,20141006T000000,295000.0,4,2.5,2350,8906,2.0,0,0,3,7,2350,0,1993,0,98031,47.4205,-122.215,2000,8165 +3790600080,20150408T000000,434975.0,3,2.25,1590,9960,1.0,0,0,3,7,1060,530,1976,0,98155,47.7742,-122.287,1860,9760 +8944360080,20140708T000000,513000.0,3,2.5,1810,4592,2.0,0,0,3,8,1810,0,1992,0,98029,47.5764,-121.996,1810,4758 +7979900225,20150323T000000,360000.0,3,1.75,1900,11407,1.0,0,0,3,8,1900,0,1963,0,98155,47.7455,-122.294,1710,11407 +3163600130,20150317T000000,234900.0,3,1.0,1250,8000,1.0,0,0,3,7,1250,0,1956,0,98146,47.5065,-122.337,1040,6973 +4139380050,20140616T000000,963000.0,4,3.5,3280,6603,2.0,0,0,3,10,3280,0,2007,0,98027,47.5642,-122.126,3280,7333 +2749600095,20140819T000000,595000.0,2,1.5,870,4800,1.0,0,0,3,7,870,0,1924,0,98119,47.6509,-122.37,2090,4800 +7852160250,20141024T000000,942500.0,4,3.25,3570,14408,2.0,0,2,3,10,3570,0,2006,0,98065,47.536,-121.857,4100,14577 +3303980500,20140905T000000,1029000.0,4,3.25,3780,11200,2.0,0,0,3,11,3780,0,2002,0,98059,47.521,-122.15,3720,11813 +1250200605,20150325T000000,350000.0,3,1.0,1190,3600,1.5,0,0,3,6,1190,0,1904,0,98144,47.5985,-122.298,1680,3600 +8887001640,20141106T000000,416500.0,4,2.0,2280,39848,2.0,0,0,4,8,2280,0,1991,0,98070,47.5003,-122.465,1900,38472 +2122059127,20140916T000000,209900.0,3,1.0,1030,60720,1.5,0,0,3,5,1030,0,1912,0,98042,47.375,-122.166,1330,10342 +5700001045,20140622T000000,802000.0,3,1.75,2870,5000,1.5,0,0,4,8,1840,1030,1907,0,98144,47.5788,-122.292,2200,5000 +7331900290,20140731T000000,230000.0,4,1.5,1520,8800,1.0,0,0,4,7,1520,0,1960,0,98002,47.3136,-122.208,1370,8800 +7844200415,20140702T000000,489000.0,3,3.0,3700,10375,2.0,0,0,3,9,3700,0,1982,0,98188,47.4286,-122.291,2130,9132 +4055700345,20140714T000000,497000.0,3,1.5,2240,28750,1.0,0,0,3,8,1620,620,1956,0,98034,47.7137,-122.254,3200,23873 +2923049421,20140702T000000,250000.0,3,2.25,1920,7738,1.0,0,0,3,8,1520,400,1965,0,98148,47.4562,-122.33,2170,8452 +1860600840,20140815T000000,925000.0,3,3.0,2560,3600,2.0,0,0,3,10,2110,450,1994,0,98119,47.633,-122.37,2160,3600 +5095400460,20140723T000000,390000.0,4,2.5,1840,15496,2.0,0,0,3,8,1840,0,1991,0,98059,47.4683,-122.07,1840,15040 +3819750170,20150310T000000,415000.0,3,2.75,2080,9600,1.0,0,0,3,7,2080,0,1988,0,98028,47.7698,-122.238,2220,9600 +5021900779,20150404T000000,785000.0,3,2.0,1600,9638,1.0,0,0,5,7,1600,0,1952,0,98040,47.5753,-122.224,1800,11400 +4206901155,20140924T000000,575000.0,3,2.0,2168,4000,1.5,0,0,3,8,2168,0,1907,0,98105,47.6561,-122.325,1770,4000 +6303400290,20150126T000000,170000.0,2,1.0,860,8636,1.0,0,0,3,6,860,0,1924,0,98146,47.5081,-122.356,1100,8636 +7871500440,20141014T000000,750000.0,4,1.75,2100,3400,1.0,0,0,5,7,1100,1000,1915,0,98119,47.6429,-122.371,1890,3771 +6085000130,20150321T000000,230000.0,3,1.0,1140,9639,1.0,0,0,4,7,1140,0,1967,0,98001,47.3112,-122.265,1140,9639 +1896700080,20150105T000000,855000.0,4,3.0,3090,35074,2.0,0,0,3,9,3090,0,1978,0,98005,47.6359,-122.159,3120,35150 +6197800101,20140805T000000,235000.0,3,1.0,1330,45738,2.0,0,0,2,6,1330,0,1967,0,98058,47.436,-122.185,1490,24000 +7802900380,20140908T000000,335000.0,2,1.0,1360,69260,1.0,0,0,4,5,1360,0,1937,0,98065,47.5229,-121.838,1460,69260 +3024059126,20140703T000000,1195000.0,5,3.0,3420,18129,2.0,0,0,3,9,2540,880,1952,2005,98040,47.5333,-122.217,3750,16316 +7128300630,20150330T000000,677000.0,4,2.0,2180,6000,1.5,0,0,3,8,2060,120,1927,0,98144,47.5958,-122.306,1370,4500 +7626200305,20141022T000000,575000.0,3,2.0,1800,5000,2.0,0,0,5,7,1600,200,1925,0,98136,47.5447,-122.389,1640,5000 +7950300670,20150218T000000,450000.0,2,1.0,1120,4590,1.0,0,0,3,7,1120,0,1924,0,98118,47.5663,-122.285,1120,5100 +1233100321,20150327T000000,817250.0,3,2.5,2980,7202,2.0,0,0,3,8,2980,0,1999,0,98033,47.6769,-122.177,2430,7280 +9238500190,20141202T000000,440000.0,4,2.25,2600,28600,1.0,0,0,3,8,1810,790,1968,0,98072,47.7757,-122.139,2580,26950 +1972201856,20140507T000000,526000.0,2,2.0,1550,2400,1.5,0,0,4,7,1550,0,1900,0,98103,47.654,-122.346,1180,1224 +624110920,20140725T000000,762500.0,3,2.25,3330,15258,2.0,0,0,3,10,3330,0,1986,0,98077,47.7262,-122.06,3360,14850 +5003600080,20150414T000000,325000.0,4,2.5,2200,7719,2.0,0,0,3,8,2200,0,2000,0,98030,47.3649,-122.194,2460,7348 +853600020,20140710T000000,840000.0,4,3.5,3840,85728,2.0,0,0,3,11,3840,0,1998,0,98014,47.615,-121.954,2430,42643 +7625704317,20150503T000000,377500.0,2,1.0,840,4500,1.0,0,0,3,6,840,0,1939,0,98136,47.5441,-122.39,1300,5000 +2946000912,20140923T000000,212500.0,3,1.5,1270,7128,1.0,0,0,4,6,1270,0,1954,0,98198,47.422,-122.321,1270,7986 +4188000670,20140515T000000,749400.0,4,2.5,3240,20301,2.0,0,0,3,10,3240,0,1985,0,98052,47.719,-122.114,3010,23650 +5215200010,20140626T000000,663000.0,3,2.5,2480,37843,1.5,1,3,4,8,2480,0,1974,0,98070,47.4003,-122.422,2350,42122 +2911700020,20140721T000000,1476000.0,3,2.25,4470,22518,2.0,0,2,3,9,3240,1230,1953,2004,98006,47.574,-122.18,2930,21837 +185000161,20141015T000000,261000.0,3,1.0,1780,7800,1.0,0,0,3,7,1060,720,1957,0,98178,47.4932,-122.263,1450,7800 +2140700190,20150410T000000,515000.0,4,2.5,1850,9248,2.0,0,0,3,8,1850,0,1997,0,98028,47.735,-122.244,2080,8711 +9406600050,20140512T000000,410000.0,3,2.25,2200,16921,2.0,0,0,3,8,2200,0,1987,0,98038,47.3727,-122.051,2060,16921 +2473000470,20140708T000000,336000.0,3,2.25,2760,10160,1.0,0,0,3,8,2760,0,1969,0,98058,47.4504,-122.15,2760,9600 +5100403952,20150225T000000,440000.0,2,1.0,1090,4128,1.0,0,0,3,7,1090,0,1948,0,98115,47.696,-122.314,1090,5413 +2024059127,20150109T000000,908950.0,4,2.75,3090,6200,2.0,0,0,3,9,3090,0,2014,0,98006,47.5538,-122.189,2890,10108 +1483300430,20141125T000000,554000.0,2,1.0,820,3700,1.0,0,0,5,7,820,0,1968,0,98040,47.588,-122.251,1750,9000 +291300170,20140509T000000,387000.0,3,2.25,1445,1606,2.0,0,0,3,7,1300,145,2003,0,98027,47.5348,-122.072,1410,1286 +9117000170,20150505T000000,268643.0,4,2.25,1810,9240,2.0,0,0,3,7,1810,0,1961,0,98055,47.4362,-122.187,1660,9240 +461004095,20140721T000000,514000.0,3,1.75,1620,5000,1.0,0,0,3,7,920,700,1954,0,98117,47.681,-122.372,1610,5000 +9547201850,20140723T000000,420000.0,2,1.75,1060,4182,2.0,0,0,3,7,1060,0,1977,0,98115,47.6787,-122.308,1760,4590 +7942100290,20140910T000000,199000.0,3,1.75,1050,9871,1.0,0,0,5,7,1050,0,1968,0,98042,47.3816,-122.087,1300,10794 +4336000050,20150317T000000,225000.0,3,1.0,1010,15701,1.0,0,0,4,7,1010,0,1949,0,98188,47.4518,-122.292,1260,9800 +2571910420,20140819T000000,320000.0,4,2.5,2050,8424,2.0,0,0,4,8,2050,0,1993,0,98022,47.196,-122.011,1970,8448 +8802400896,20141023T000000,204995.0,2,1.0,970,8185,1.0,0,0,5,6,970,0,1904,0,98031,47.4025,-122.201,1500,12541 +3630010020,20141229T000000,376000.0,3,2.0,1540,1827,2.0,0,0,3,8,1540,0,2005,0,98029,47.5479,-121.999,1560,2058 +6793300010,20141215T000000,705000.0,4,2.75,3000,6222,2.0,0,0,3,9,3000,0,2004,0,98029,47.5582,-122.025,3340,7222 +7852020250,20140602T000000,725995.0,4,2.5,3190,7869,2.0,0,2,3,9,3190,0,2001,0,98065,47.5317,-121.866,2630,6739 +2473400290,20150126T000000,285000.0,4,2.5,1870,8190,1.0,0,0,3,7,1100,770,1977,0,98058,47.4521,-122.161,1590,9150 +3328500250,20140502T000000,285000.0,4,2.5,2200,9397,2.0,0,0,3,8,2200,0,1987,0,98001,47.3406,-122.269,2310,9176 +629420080,20140820T000000,731000.0,4,2.5,3070,5936,2.0,0,0,3,9,3070,0,2005,0,98075,47.5902,-121.988,3160,5936 +2524049215,20150501T000000,1564350.0,4,3.75,3730,17000,2.0,0,3,4,10,2820,910,1986,0,98040,47.5355,-122.242,3880,15550 +8663310050,20141006T000000,510000.0,4,2.5,2440,10423,1.0,0,0,3,7,2440,0,1955,1993,98034,47.725,-122.172,1990,7758 +4083304835,20141023T000000,620000.0,2,1.0,990,4332,1.0,0,0,3,7,990,0,1909,0,98103,47.6528,-122.331,1920,3420 +8155800050,20150422T000000,1110000.0,3,4.0,4160,31796,2.0,0,0,3,11,4160,0,1989,0,98053,47.6635,-122.017,4300,36192 +4403200255,20140722T000000,796000.0,4,3.5,3670,4960,2.0,0,0,3,9,2870,800,2005,0,98177,47.7022,-122.374,1520,6335 +5379800500,20140930T000000,255000.0,3,1.5,910,25500,1.0,0,0,3,5,910,0,1943,0,98188,47.4565,-122.276,1580,10019 +7010700660,20150428T000000,807000.0,3,2.5,1940,4000,2.0,0,0,4,9,1940,0,2000,0,98199,47.659,-122.398,1410,4000 +9406540190,20141110T000000,315000.0,4,2.5,1780,6000,2.0,0,0,3,9,1780,0,2000,0,98038,47.3774,-122.027,2650,6000 +1795920250,20150227T000000,637000.0,3,2.25,2200,7355,2.0,0,0,4,8,2200,0,1986,0,98052,47.7266,-122.103,2290,7868 +5249800010,20141203T000000,2725000.0,4,4.25,6410,43838,2.5,0,2,4,12,5610,800,1906,0,98144,47.5703,-122.28,2270,6630 +8651510420,20141211T000000,490000.0,3,2.0,2070,10023,1.0,0,0,3,8,1220,850,1981,0,98074,47.6492,-122.062,2130,9694 +1422700080,20140610T000000,253000.0,3,1.75,2040,7281,1.0,0,0,3,7,1020,1020,1962,0,98188,47.4681,-122.282,1740,7527 +5468780250,20140508T000000,325900.0,4,2.5,2320,6270,2.0,0,0,3,8,2320,0,2004,0,98042,47.3501,-122.14,2150,6270 +3723800415,20141015T000000,425000.0,2,2.0,1440,6677,1.0,0,0,3,7,870,570,1952,0,98118,47.5513,-122.264,2020,7642 +1545800290,20140905T000000,215000.0,4,2.5,1700,6675,2.0,0,0,3,7,1700,0,1997,0,98038,47.3638,-122.053,1570,7540 +1545800290,20150408T000000,315000.0,4,2.5,1700,6675,2.0,0,0,3,7,1700,0,1997,0,98038,47.3638,-122.053,1570,7540 +2804100095,20140516T000000,724800.0,3,2.0,2050,3933,1.0,0,0,3,8,1180,870,1926,2001,98112,47.6436,-122.303,1940,4000 +7282300095,20140709T000000,295000.0,2,1.0,800,6500,1.0,0,0,4,6,800,0,1953,0,98133,47.7621,-122.358,1220,7000 +930000289,20150316T000000,509007.0,3,1.75,1800,7620,1.0,0,0,3,8,1350,450,1951,0,98177,47.7165,-122.361,1770,7620 +2822059181,20150413T000000,306000.0,5,2.0,1460,169448,1.5,0,0,3,6,1460,0,1910,0,98030,47.3714,-122.177,2250,6059 +1761100080,20140717T000000,205000.0,3,1.75,1290,7210,1.0,0,0,3,7,1290,0,1984,0,98023,47.2889,-122.363,1350,7509 +2953000250,20140731T000000,275000.0,3,1.5,1900,9737,1.0,0,0,4,7,1200,700,1968,0,98031,47.4125,-122.207,1670,9737 +3416600185,20141106T000000,685000.0,3,1.75,1480,7000,1.0,0,2,3,8,1480,0,1963,0,98122,47.6018,-122.291,1850,4000 +927200380,20150420T000000,465000.0,4,2.5,2090,12833,1.0,0,0,3,7,1220,870,1969,0,98034,47.7266,-122.175,1740,11200 +7922750020,20140708T000000,560000.0,4,2.25,1950,9800,1.0,0,0,3,8,1330,620,1968,0,98033,47.666,-122.178,2170,9800 +259600050,20150223T000000,458500.0,3,1.75,1250,9605,1.0,0,0,3,7,1250,0,1964,0,98008,47.6325,-122.121,1570,9605 +3298300420,20150331T000000,354000.0,3,1.0,990,7590,1.0,0,0,3,6,990,0,1959,0,98008,47.6228,-122.121,1100,7590 +1310440470,20150113T000000,441000.0,3,2.5,2740,7923,2.0,0,0,3,9,2740,0,1998,0,98058,47.4349,-122.105,2740,8815 +3438502668,20140829T000000,194000.0,3,1.75,1260,10488,1.0,0,0,2,7,1110,150,1952,0,98106,47.5417,-122.357,1540,9120 +5591700290,20140515T000000,316500.0,4,2.5,2150,6807,2.0,0,0,4,8,2150,0,1991,0,98031,47.4053,-122.189,1910,7240 +4172100050,20140825T000000,524950.0,3,1.75,1750,3250,1.5,0,0,4,7,1230,520,1929,0,98117,47.6807,-122.366,1480,3600 +9275700005,20150427T000000,1052000.0,3,2.25,2880,6092,2.0,0,4,4,8,1920,960,1983,0,98116,47.5878,-122.381,2880,5308 +1089000190,20150412T000000,925000.0,4,2.25,2590,13894,2.0,0,0,4,9,2590,0,1975,0,98005,47.6351,-122.165,2720,13894 +9523103000,20141020T000000,780000.0,3,1.75,2430,4524,1.5,0,0,4,7,1830,600,1924,0,98103,47.674,-122.35,1610,4100 +2781270440,20140519T000000,241000.0,2,2.0,1470,3128,2.0,0,0,3,6,1470,0,2005,0,98038,47.349,-122.021,1180,2576 +2105200050,20140619T000000,519000.0,3,2.75,2020,10744,1.0,0,0,5,7,1270,750,1954,0,98166,47.4403,-122.343,2020,11069 +7625703637,20140828T000000,286000.0,2,1.0,610,4000,1.0,0,0,4,6,610,0,1918,0,98136,47.5469,-122.391,870,5160 +2926049408,20141009T000000,400000.0,3,2.0,3000,17800,1.0,0,0,3,8,1500,1500,1962,0,98125,47.7058,-122.315,2400,8300 +3224079005,20141009T000000,255000.0,2,1.0,920,43560,1.0,0,0,4,5,920,0,1923,0,98024,47.5245,-121.931,1530,11875 +5147600095,20150121T000000,152000.0,3,1.75,1070,7754,1.0,0,0,3,6,1070,0,1953,0,98146,47.5079,-122.344,950,7740 +2413900050,20141201T000000,599000.0,4,2.0,3410,15143,2.0,0,0,4,8,3410,0,1972,1987,98052,47.6709,-122.052,2350,25936 +3820350050,20141024T000000,330000.0,4,2.5,1820,3905,2.0,0,0,3,7,1820,0,2001,0,98019,47.7346,-121.985,1820,3863 +8910500675,20140519T000000,461000.0,2,1.0,1060,7193,1.0,0,0,3,7,1060,0,1926,0,98133,47.7102,-122.356,1980,7560 +1461200020,20150310T000000,620000.0,5,2.5,3070,34991,2.0,0,0,3,9,3070,0,1995,0,98059,47.4721,-122.148,2150,19515 +722079056,20141006T000000,352500.0,4,2.5,2300,219106,1.0,0,0,4,7,1840,460,1958,0,98038,47.4044,-121.963,2120,123710 +8663370020,20140806T000000,435000.0,3,2.0,1610,6911,1.0,0,0,3,7,1260,350,1988,0,98034,47.7188,-122.177,1630,6911 +2568200130,20140516T000000,725000.0,5,2.75,2830,5310,2.0,0,0,3,9,2830,0,2006,0,98052,47.7074,-122.101,3150,6581 +8947800080,20141105T000000,300000.0,3,1.0,970,12300,1.0,0,0,3,7,970,0,1982,0,98028,47.7335,-122.227,2040,9994 +1545803390,20141111T000000,252000.0,3,2.5,1680,8284,2.0,0,0,3,7,1680,0,1989,0,98038,47.3609,-122.048,1550,8284 +1088030010,20141005T000000,464625.0,4,2.75,2040,8996,1.0,0,0,4,8,1260,780,1974,0,98033,47.666,-122.185,2470,9180 +1829700080,20141212T000000,340000.0,3,1.0,1450,9586,2.0,0,0,3,7,1450,0,1950,0,98155,47.7443,-122.326,1500,8592 +2125049024,20140620T000000,1325000.0,4,2.25,2870,6280,1.5,0,0,4,9,1980,890,1905,0,98112,47.6329,-122.31,2370,4760 +5706200020,20150206T000000,455000.0,5,2.0,1870,13970,1.0,0,0,4,7,1120,750,1969,0,98027,47.5243,-122.042,1860,13970 +2316400285,20150513T000000,495000.0,4,3.5,2490,18042,2.0,0,0,3,8,2490,0,2003,0,98070,47.4161,-122.441,1960,21107 +7588700080,20150421T000000,925000.0,4,2.5,3350,4501,2.0,0,0,3,9,2640,710,2002,0,98117,47.688,-122.379,1000,4500 +7853310380,20141211T000000,587000.0,4,2.75,3190,8737,2.0,0,0,3,9,3190,0,2006,0,98065,47.523,-121.877,3240,7131 +6821101870,20140505T000000,524000.0,3,1.75,1560,5520,1.0,0,0,4,6,780,780,1944,0,98199,47.6515,-122.399,1470,6000 +9551201660,20140613T000000,1030000.0,4,2.5,2750,4800,2.0,0,0,3,9,1960,790,1905,2005,98103,47.6709,-122.337,2400,5300 +3530500010,20140930T000000,176000.0,2,1.0,920,2332,1.0,0,0,4,8,920,0,1980,0,98198,47.3779,-122.32,1310,2853 +7387500185,20140521T000000,249900.0,2,1.0,1140,5500,1.0,0,0,3,6,1140,0,1947,0,98106,47.5187,-122.363,1110,5500 +1626079132,20140605T000000,499500.0,3,2.5,2520,53143,1.5,0,0,3,7,2520,0,1988,0,98019,47.743,-121.925,2020,56628 +8854100130,20140911T000000,600000.0,5,3.5,3150,10542,1.0,0,0,5,9,1620,1530,1974,0,98011,47.7469,-122.217,3150,11807 +2123049142,20140814T000000,294000.0,4,2.5,2040,7800,2.0,0,0,3,7,2040,0,2003,0,98168,47.473,-122.293,1860,10954 +3423059109,20150415T000000,272000.0,4,2.0,1780,19843,1.0,0,0,3,7,1780,0,1963,0,98058,47.4414,-122.154,2210,13500 +5631500992,20140515T000000,390000.0,3,2.5,2240,10800,2.0,0,0,3,8,2240,0,1996,0,98028,47.7433,-122.229,1900,9900 +6641800020,20150109T000000,700000.0,4,2.5,3270,9650,1.0,0,3,4,9,2320,950,1971,0,98166,47.409,-122.333,2340,17357 +7853301700,20150420T000000,635000.0,5,2.75,3110,6621,2.0,0,0,3,9,3110,0,2006,0,98065,47.543,-121.888,3550,7953 +2158900290,20150416T000000,920000.0,4,1.5,1850,3600,2.0,0,0,3,8,1660,190,1929,0,98112,47.6376,-122.307,1970,3600 +2273600250,20140804T000000,500000.0,3,1.75,1570,8530,1.0,0,0,4,7,1190,380,1983,0,98033,47.6881,-122.184,1530,8708 +3298700840,20140821T000000,263500.0,2,1.0,750,4515,1.0,0,0,3,6,750,0,1942,0,98106,47.5198,-122.351,1020,5000 +5450500010,20150313T000000,975000.0,4,2.25,2240,9990,2.0,0,0,4,10,2240,0,1967,0,98040,47.5516,-122.217,2600,11480 +3629870020,20141114T000000,575000.0,3,2.5,1870,3485,2.0,0,0,3,8,1870,0,2001,0,98029,47.5493,-122.004,1940,3485 +8856700130,20140612T000000,822000.0,4,2.5,2683,40386,2.0,0,0,4,9,2683,0,1987,0,98052,47.6982,-122.138,2683,34800 +6381502155,20150116T000000,300000.0,3,1.0,1490,7200,1.0,0,0,3,7,1490,0,1954,0,98125,47.7276,-122.307,1280,7200 +1443550080,20150330T000000,487600.0,4,2.5,2340,12080,2.0,0,0,3,8,2340,0,1999,0,98019,47.7325,-121.969,2200,12403 +2205700345,20140707T000000,500000.0,4,2.0,1700,8640,1.0,0,0,3,7,850,850,1955,2010,98006,47.5774,-122.153,1620,9000 +6926700660,20140911T000000,680000.0,2,2.0,1450,989,3.0,0,0,3,9,1450,0,2014,0,98109,47.6354,-122.346,1490,1240 +3279050130,20140910T000000,419000.0,3,2.5,3310,21096,2.0,0,2,3,9,3310,0,2004,0,98023,47.3049,-122.386,3310,13835 +2770606890,20140807T000000,450000.0,4,1.75,1520,5250,1.0,0,0,3,6,1520,0,1949,0,98199,47.6581,-122.39,1530,5250 +2867100190,20140618T000000,650000.0,5,1.75,1260,4500,1.5,0,0,3,7,1260,0,1926,0,98119,47.6452,-122.369,1410,4388 +8562600190,20140623T000000,550000.0,3,1.75,1840,8086,1.0,0,0,4,8,1840,0,1964,0,98052,47.67,-122.155,1840,8060 +5680000545,20141203T000000,330000.0,4,2.0,1750,5202,1.0,0,1,4,6,1070,680,1942,0,98108,47.5677,-122.317,2090,5400 +1922059027,20150123T000000,282510.0,4,1.0,1450,32234,1.5,0,0,4,6,1450,0,1932,0,98030,47.3818,-122.21,1530,10125 +1725059316,20141120T000000,2385000.0,4,4.0,6330,13296,2.0,0,2,3,13,4900,1430,2000,0,98033,47.6488,-122.201,2200,9196 +3275300440,20141120T000000,230000.0,2,2.0,1260,10200,1.0,0,0,3,7,1020,240,1983,0,98003,47.2593,-122.312,1560,10200 +952001735,20141004T000000,750000.0,4,1.75,2100,6613,2.0,0,0,3,8,2100,0,1909,2004,98116,47.567,-122.385,1630,5750 +1402950190,20140916T000000,321000.0,4,2.5,2430,5366,2.0,0,0,3,8,2430,0,2002,0,98092,47.3352,-122.19,2100,5414 +4045100190,20141027T000000,2196000.0,4,3.25,4250,18000,2.0,0,3,5,10,3350,900,1980,0,98040,47.5612,-122.229,3790,14537 +1207200010,20150318T000000,245000.0,4,2.0,1830,10416,1.0,0,0,3,7,1370,460,1958,0,98146,47.4878,-122.341,1830,9271 +6815100095,20141223T000000,510000.0,2,1.0,1310,4000,1.0,0,0,3,6,1310,0,1913,0,98103,47.6854,-122.329,1550,4000 +3825310130,20140624T000000,751000.0,4,3.25,3090,9571,2.0,0,0,3,9,2370,720,2004,0,98052,47.7058,-122.131,3630,9110 +3276930380,20140523T000000,675000.0,4,2.5,2560,36601,2.0,0,0,4,9,2560,0,1987,0,98075,47.5851,-121.992,2790,36601 +8937600080,20150126T000000,295000.0,3,1.75,1930,13350,1.0,0,0,3,8,1930,0,1967,0,98023,47.3317,-122.365,2270,13350 +8024200010,20141028T000000,312000.0,2,1.0,1460,6000,1.0,0,0,2,7,1260,200,1925,0,98115,47.7009,-122.317,1580,6380 +624110020,20140925T000000,730000.0,3,3.0,3460,13129,2.0,0,0,3,9,2560,900,1988,0,98077,47.7315,-122.058,3460,12568 +6192410280,20150102T000000,762500.0,5,3.5,3290,5880,2.0,0,0,3,9,2670,620,2005,0,98052,47.7067,-122.119,3090,5680 +4302201045,20140528T000000,150000.0,3,1.0,820,7680,1.5,0,0,3,6,820,0,1910,0,98106,47.528,-122.359,1470,6912 +507100020,20150309T000000,270000.0,3,1.0,1480,7374,1.0,0,0,3,6,760,720,1954,0,98133,47.7775,-122.336,1480,8934 +259600280,20150406T000000,400000.0,4,2.0,1420,9301,1.0,0,0,4,7,1420,0,1963,0,98008,47.6325,-122.121,1530,8075 +7691800130,20140826T000000,650000.0,3,2.5,2790,6720,2.0,0,0,3,8,2790,0,2002,0,98075,47.5958,-122.038,2620,6720 +2056100275,20141006T000000,530000.0,2,1.5,1390,5000,1.0,0,0,4,8,970,420,1954,0,98116,47.5673,-122.401,1610,5000 +2202500080,20140630T000000,248000.0,3,1.0,950,9400,1.0,0,0,4,7,950,0,1954,0,98006,47.5746,-122.136,1260,9400 +3179102155,20150108T000000,760000.0,4,3.5,3000,5300,1.0,0,0,5,7,1780,1220,1949,0,98115,47.6748,-122.279,1360,5450 +937000280,20150220T000000,199000.0,4,1.0,1280,10521,1.5,0,0,3,7,1280,0,1960,0,98198,47.4215,-122.289,1540,9384 +5379805253,20141020T000000,240000.0,2,1.0,870,8400,1.0,0,0,3,7,870,0,1960,0,98188,47.4493,-122.282,1070,12465 +6821102340,20150504T000000,415000.0,3,1.5,1360,1795,2.0,0,0,3,7,1360,0,1945,0,98199,47.6471,-122.397,1580,1795 +7229900250,20141202T000000,228000.0,3,1.0,1000,16376,1.0,0,0,3,7,1000,0,1959,0,98059,47.4825,-122.108,1420,16192 +7287100177,20150225T000000,525000.0,4,2.5,2740,12106,1.0,0,0,3,8,1980,760,1992,0,98133,47.7648,-122.355,2170,11156 +8820900670,20140623T000000,399950.0,3,1.75,1560,5223,1.0,0,0,4,7,810,750,1940,0,98125,47.7175,-122.288,1440,8491 +3275850020,20150413T000000,781000.0,4,2.5,2590,8571,2.0,0,0,3,9,2590,0,1988,0,98052,47.691,-122.105,2360,8155 +9528100899,20150428T000000,827000.0,3,2.5,1850,1330,2.5,0,0,3,9,1560,290,2004,0,98115,47.6831,-122.325,1810,2071 +7016000440,20140716T000000,525000.0,5,2.25,2500,8621,1.5,0,0,4,7,2500,0,1968,0,98034,47.7379,-122.185,1980,7395 +7202340010,20150224T000000,671300.0,4,2.5,3280,5232,2.0,0,0,3,7,3280,0,2004,0,98053,47.6798,-122.033,2600,5080 +6911700066,20140604T000000,175000.0,2,1.0,670,2378,1.0,0,0,3,5,670,0,1919,0,98126,47.5769,-122.372,700,2970 +7511000050,20150302T000000,1100000.0,5,2.75,2890,22547,1.0,0,0,4,10,2150,740,1963,0,98040,47.5476,-122.219,3010,17809 +2925059260,20150506T000000,800000.0,5,2.5,3000,10560,1.0,0,0,3,8,1500,1500,1966,0,98004,47.6249,-122.206,2690,11616 +3558000170,20140711T000000,329950.0,4,2.5,1920,4600,2.0,0,0,3,7,1920,0,2002,0,98038,47.3795,-122.023,2200,6600 +8651730290,20140805T000000,445000.0,4,3.25,1960,7200,2.0,0,0,3,7,1960,0,1979,0,98034,47.7291,-122.218,1980,7529 +9197100263,20140819T000000,237000.0,3,1.75,2000,12208,1.0,0,0,3,7,1140,860,1979,0,98032,47.3752,-122.236,1060,8194 +8941100095,20140923T000000,1112500.0,6,4.0,3600,6224,2.0,0,0,3,9,2610,990,1945,2006,98199,47.6531,-122.405,1430,6224 +2781100080,20141210T000000,438900.0,4,2.5,2740,5700,2.0,0,0,3,9,2740,0,2006,0,98038,47.3535,-122.026,3010,5281 +9822700190,20140808T000000,1280000.0,9,4.5,3650,5000,2.0,0,0,3,8,2530,1120,1915,2010,98105,47.6604,-122.289,2510,5000 +3630030290,20141017T000000,600000.0,4,2.5,2310,3866,2.0,0,0,3,8,2310,0,2005,0,98029,47.5498,-121.996,1950,4023 +9510910250,20150120T000000,670000.0,4,2.5,2095,4569,2.0,0,0,3,9,2095,0,2002,0,98052,47.6603,-122.087,2095,4385 +8682231330,20150504T000000,519000.0,2,2.0,1560,4823,1.0,0,0,3,8,1560,0,2004,0,98053,47.7111,-122.032,1855,4989 +2473480780,20150311T000000,320000.0,3,2.25,1880,7350,1.0,0,0,3,8,1390,490,1984,0,98058,47.4457,-122.123,1910,8400 +8641500280,20140522T000000,270000.0,2,1.5,840,867,2.0,0,0,3,7,840,0,2005,0,98115,47.6955,-122.304,840,1322 +7605800050,20140602T000000,1000000.0,3,2.5,2730,5832,2.0,0,0,3,9,2730,0,1998,0,98005,47.6216,-122.161,2360,5832 +9828200525,20140815T000000,330000.0,1,1.0,860,4800,1.0,0,0,3,6,860,0,1907,0,98122,47.6146,-122.299,1380,4800 +7971300050,20140710T000000,657500.0,3,2.0,2320,10960,1.0,0,0,3,7,1510,810,1956,0,98005,47.6157,-122.174,2160,10960 +126049169,20140828T000000,450000.0,3,1.75,1540,61419,1.0,0,0,3,7,1540,0,1967,0,98028,47.7663,-122.228,3790,8529 +5062300280,20150416T000000,150000.0,3,1.0,890,6488,1.5,0,0,3,5,890,0,1928,0,98014,47.7087,-121.352,1330,16250 +7167000020,20140616T000000,792500.0,4,2.5,4290,175421,2.0,0,0,3,10,4290,0,2004,0,98010,47.3585,-121.988,3370,63162 +3303910010,20150220T000000,540000.0,3,2.5,1950,13227,2.0,0,0,4,9,1950,0,1978,0,98034,47.7217,-122.256,2650,12943 +2268000050,20140721T000000,229900.0,3,1.0,1010,8848,1.0,0,0,4,7,1010,0,1968,0,98003,47.2742,-122.299,1380,10650 +8857640170,20150506T000000,533000.0,4,2.5,2830,6536,2.0,0,0,3,8,2830,0,2003,0,98038,47.3888,-122.032,2830,6872 +7806210190,20141222T000000,239000.0,4,1.75,1500,12560,1.0,0,0,4,7,1000,500,1977,0,98002,47.2918,-122.197,1700,9020 +9206700190,20150306T000000,713900.0,3,2.5,3370,167706,1.0,0,0,3,10,3370,0,2000,0,98038,47.4379,-122.022,3350,213444 +4136930190,20141028T000000,427500.0,4,2.5,3160,8726,2.0,0,0,3,9,3160,0,1999,0,98092,47.2582,-122.223,2500,8648 +5666300010,20140722T000000,302000.0,3,1.0,1110,7000,1.5,0,0,4,7,1110,0,1955,0,98133,47.754,-122.341,1800,7000 +1424059022,20140708T000000,1150000.0,3,2.5,3830,48743,2.0,0,0,3,11,3830,0,1991,0,98006,47.5663,-122.125,2950,8299 +6204050080,20140528T000000,555000.0,3,2.5,3160,4270,2.0,0,0,3,8,2650,510,2006,0,98011,47.7453,-122.194,2720,12523 +7128300500,20141230T000000,495000.0,3,2.25,2100,3000,2.0,0,0,3,7,2100,0,1996,0,98144,47.595,-122.306,1650,4500 +1233100642,20140722T000000,495000.0,3,1.5,2240,13288,1.0,0,0,3,7,2240,0,1953,0,98033,47.6762,-122.17,2150,9900 +222029026,20140917T000000,340000.0,2,0.75,1060,48292,1.0,1,2,5,6,560,500,1947,0,98070,47.4285,-122.511,750,80201 +9485940290,20150512T000000,464950.0,4,2.25,2350,36116,1.0,0,0,4,9,2350,0,1983,0,98042,47.3533,-122.082,2580,36116 +4136890280,20150327T000000,320000.0,4,2.5,1940,7040,2.0,0,0,3,8,1940,0,1998,0,98092,47.2632,-122.209,2400,7145 +1775500050,20150129T000000,440000.0,1,1.0,1160,64469,1.0,0,0,3,7,1160,0,2009,0,98072,47.7433,-122.082,1580,48352 +7611200086,20140602T000000,686000.0,3,1.5,1840,9990,2.0,0,0,5,8,1840,0,1961,0,98177,47.7145,-122.369,2100,12474 +3376600010,20141201T000000,555000.0,4,1.75,2260,11000,1.0,0,0,3,8,1620,640,1976,0,98008,47.6224,-122.109,1960,10000 +7519001990,20141027T000000,361500.0,2,1.0,840,3860,1.0,0,0,4,6,840,0,1909,0,98117,47.6842,-122.365,1390,3860 +7613700950,20140610T000000,1240000.0,5,3.0,2830,7500,2.0,0,0,3,9,2460,370,1923,0,98105,47.6579,-122.277,2900,5000 +3802000020,20140709T000000,154950.0,4,1.0,1600,10183,1.0,0,0,4,6,1600,0,1966,0,98002,47.277,-122.211,1410,10416 +1796360470,20140617T000000,247200.0,3,1.75,1370,8719,1.0,0,0,3,7,1370,0,1982,0,98042,47.3664,-122.087,1370,7525 +8732160050,20140822T000000,250000.0,3,2.25,1960,7414,1.0,0,0,3,7,1490,470,1984,0,98023,47.2977,-122.374,1580,8038 +5249800345,20140619T000000,590300.0,3,1.5,1470,7200,2.0,0,0,4,7,1470,0,1907,0,98118,47.5602,-122.28,1530,7200 +6071200545,20140505T000000,541125.0,5,2.75,2740,8426,1.0,0,0,4,8,1370,1370,1960,0,98006,47.5563,-122.184,2020,8783 +291300280,20150218T000000,310000.0,2,2.5,1090,923,2.0,0,0,3,7,1090,0,2004,0,98027,47.5347,-122.071,1410,1326 +3261000080,20150310T000000,704111.0,4,2.75,2460,9520,1.0,0,1,3,8,1680,780,1976,0,98034,47.7021,-122.233,2380,9600 +321049127,20141028T000000,277500.0,3,2.25,1820,19602,1.0,0,0,4,7,1820,0,1964,0,98001,47.331,-122.286,1520,8773 +5379804393,20150217T000000,325000.0,4,2.75,1960,8937,1.0,0,0,5,7,980,980,1954,0,98188,47.451,-122.278,1480,10016 +1559900080,20141121T000000,289200.0,3,2.25,1760,7023,2.0,0,0,3,7,1760,0,1995,0,98019,47.7468,-121.98,1760,7082 +7135300275,20140904T000000,185000.0,1,1.0,720,5000,1.0,0,0,4,6,720,0,1908,0,98118,47.5289,-122.272,1170,5000 +1377300005,20150401T000000,1445000.0,4,3.5,3470,8580,2.0,0,0,3,11,2500,970,2007,0,98199,47.6433,-122.403,1940,7920 +6668900020,20150318T000000,420550.0,4,2.0,1370,8100,1.0,0,0,2,7,1370,0,1947,0,98155,47.749,-122.312,1280,8100 +326049024,20150410T000000,603000.0,4,2.25,2370,11310,1.0,0,0,3,8,1550,820,1968,0,98155,47.7684,-122.289,1890,8621 +7942600006,20141126T000000,345000.0,3,1.0,1390,2640,1.5,0,0,3,7,1230,160,1903,0,98122,47.6078,-122.307,1780,3920 +6430500233,20150416T000000,650000.0,3,2.0,1840,3075,1.0,0,0,5,7,920,920,1928,0,98103,47.6894,-122.35,1480,3774 +7701800050,20140625T000000,589950.0,5,3.0,2790,19439,1.0,0,3,5,7,1500,1290,1973,0,98058,47.4088,-122.089,1620,19439 +8165501640,20140819T000000,309950.0,2,2.25,1460,1607,2.0,0,0,3,8,1460,0,2007,0,98106,47.5395,-122.369,1460,1826 +2623069069,20140911T000000,775000.0,3,2.5,2620,241200,1.5,0,0,4,9,2620,0,1998,0,98027,47.4574,-122.01,2620,172933 +8024201870,20141029T000000,590000.0,4,1.5,2230,5109,1.5,0,0,3,7,1330,900,1918,0,98115,47.6996,-122.31,1630,5109 +9126101511,20150428T000000,863500.0,4,3.0,3250,2760,2.5,0,0,3,8,2420,830,1905,2007,98122,47.6104,-122.303,1260,2780 +1377800010,20141119T000000,517500.0,3,1.0,1190,7000,1.0,0,0,3,7,1190,0,1943,0,98199,47.6453,-122.403,1350,7000 +6813600380,20141224T000000,700000.0,3,3.0,2090,7440,1.5,0,0,5,7,1290,800,1922,0,98103,47.6891,-122.331,1570,4960 +923000280,20140722T000000,699000.0,3,2.5,2580,8154,1.0,0,0,3,10,2090,490,1956,1997,98177,47.7259,-122.361,1660,8155 +255550190,20140722T000000,350000.0,3,2.5,2100,3574,2.0,0,0,3,7,1690,410,2005,0,98019,47.7453,-121.984,1970,2962 +1829300130,20140717T000000,795000.0,4,2.5,3160,16564,2.0,0,0,3,10,3160,0,1987,0,98074,47.6365,-122.04,3160,12415 +3645500050,20140514T000000,543000.0,3,2.5,2090,7640,1.0,0,0,3,7,1360,730,1962,2014,98133,47.7369,-122.338,2090,7668 +1518000080,20150223T000000,325000.0,3,2.5,1570,3143,2.0,0,0,3,7,1570,0,2001,0,98019,47.7364,-121.969,1740,3591 +7883605915,20150508T000000,337500.0,3,1.0,1020,6000,1.5,0,0,3,7,1020,0,1900,0,98108,47.5254,-122.318,1240,6000 +1112700170,20150227T000000,425000.0,2,1.0,1300,11080,1.0,0,0,4,7,1300,0,1955,0,98034,47.7281,-122.233,1600,9259 +8965500020,20150317T000000,780000.0,3,2.5,2110,9773,1.0,0,0,3,9,2110,0,1986,0,98006,47.5628,-122.115,2560,11787 +323059167,20140723T000000,259000.0,2,1.0,1210,17389,1.0,0,0,4,5,1210,0,1948,0,98059,47.5044,-122.148,2140,14419 +1951700480,20140813T000000,524400.0,4,1.75,1990,12950,1.0,0,0,4,8,1850,140,1968,0,98006,47.5434,-122.166,2090,12850 +2005950050,20140527T000000,260000.0,3,2.0,1630,8018,1.0,0,0,3,7,1630,0,2003,0,98001,47.2638,-122.243,1610,8397 +9406500480,20150420T000000,273000.0,2,2.0,1384,1822,2.0,0,0,3,7,1384,0,1990,0,98028,47.7525,-122.244,1078,1315 +3522049063,20150402T000000,639900.0,4,2.5,3380,75794,2.0,0,0,3,10,3380,0,1997,0,98001,47.3511,-122.266,3710,17913 +2085700050,20140826T000000,420000.0,4,2.5,2480,8626,2.0,0,0,3,10,2480,0,2001,0,98001,47.3185,-122.262,2990,9033 +6751300130,20140813T000000,510500.0,3,1.0,1270,8000,1.0,0,0,4,7,1270,0,1957,0,98007,47.5874,-122.136,1470,8000 +2610100020,20150408T000000,290000.0,4,1.0,1010,7200,1.5,0,0,3,6,1010,0,1947,0,98155,47.742,-122.325,1360,7200 +9476200680,20150428T000000,226000.0,3,1.75,1490,6269,1.0,0,0,4,6,990,500,1944,0,98056,47.4917,-122.188,1490,7722 +6145600285,20140529T000000,300000.0,2,1.0,820,3844,1.0,0,0,4,6,820,0,1916,0,98133,47.7049,-122.349,1520,3844 +203900460,20140728T000000,407450.0,3,2.0,1810,10860,1.0,0,0,3,7,1810,0,1967,0,98053,47.6393,-121.967,1420,11982 +7878400022,20150506T000000,390000.0,4,2.25,3060,7920,1.0,0,0,3,7,1530,1530,1965,0,98178,47.4879,-122.245,1850,7800 +3585900460,20150501T000000,1058800.0,6,2.75,2980,20000,1.0,0,4,3,8,2130,850,1965,0,98177,47.7599,-122.375,2730,20000 +1321720170,20140817T000000,610000.0,3,2.5,3440,18167,2.0,0,0,3,11,3440,0,1991,0,98023,47.2909,-122.342,3990,20239 +236400130,20150123T000000,239975.0,3,2.5,1820,7242,1.0,0,0,3,7,1220,600,1959,0,98188,47.4318,-122.292,1350,8214 +4141680190,20140807T000000,375000.0,3,2.5,2320,5760,1.0,0,0,3,7,1480,840,1987,0,98178,47.504,-122.248,1660,5762 +3629980440,20150428T000000,742500.0,4,2.5,2620,4400,2.0,0,0,3,9,2620,0,2004,0,98029,47.5524,-121.991,2640,4554 +1223039173,20150429T000000,450000.0,4,1.75,2190,11625,1.0,0,0,4,8,2020,170,1956,0,98146,47.4979,-122.363,1920,8855 +2473000130,20140626T000000,300000.0,3,2.25,1780,10395,1.0,0,0,3,8,1780,0,1967,0,98058,47.4539,-122.15,2080,9360 +2893000280,20150501T000000,216600.0,3,1.75,2200,7700,1.0,0,0,3,7,1240,960,1975,0,98031,47.4119,-122.181,1770,7360 +7977201845,20140514T000000,525000.0,3,1.75,1600,6120,1.5,0,0,3,7,1600,0,1924,0,98115,47.6847,-122.291,1670,4590 +4197400005,20140620T000000,455000.0,4,2.25,2450,21000,1.0,0,2,4,8,1650,800,1954,0,98166,47.4559,-122.344,1820,12480 +5561200980,20141003T000000,390000.0,4,2.25,2680,35218,2.0,0,0,3,8,2680,0,1986,0,98027,47.4613,-121.997,2980,35218 +3039000020,20140916T000000,450000.0,3,1.75,1850,8667,1.0,0,0,4,7,880,970,1982,0,98033,47.7025,-122.198,1450,10530 +6840701100,20141202T000000,382000.0,4,1.0,1740,4400,1.5,0,0,3,7,1740,0,1924,0,98122,47.6058,-122.3,1590,4400 +2130410050,20140513T000000,287000.0,3,2.25,1490,9600,1.0,0,0,4,7,1170,320,1987,0,98019,47.7378,-121.977,1590,10104 +1924079091,20150113T000000,460000.0,4,2.0,1960,190357,1.0,0,3,2,8,1960,0,1971,0,98027,47.5538,-121.958,2560,189100 +3570300080,20141028T000000,435000.0,3,2.25,1380,3015,2.0,0,0,3,7,1380,0,2009,0,98052,47.6783,-122.157,1930,3612 +2321300351,20140612T000000,575000.0,2,1.0,1510,4032,1.5,0,0,3,8,1310,200,1935,0,98199,47.6371,-122.393,1700,4042 +2652501630,20150504T000000,626700.0,3,1.5,1410,3600,1.0,0,0,3,7,1410,0,1906,0,98109,47.6402,-122.357,1370,3600 +3810000020,20150318T000000,352000.0,4,1.5,1440,8680,1.5,0,0,3,7,1440,0,1922,0,98178,47.502,-122.228,1440,9000 +8084400010,20150316T000000,650000.0,3,1.0,920,6750,1.0,0,0,4,7,920,0,1951,0,98004,47.6322,-122.212,1460,8933 +304000380,20141006T000000,197000.0,3,1.0,1090,17630,1.0,0,0,4,7,1090,0,1962,0,98002,47.288,-122.196,1300,12000 +1873400020,20140703T000000,340000.0,8,2.75,2790,6695,1.0,0,0,3,7,1470,1320,1977,0,98133,47.7565,-122.331,1760,7624 +4359700080,20140721T000000,560000.0,3,2.0,1840,14985,1.0,0,0,3,7,1840,0,1968,0,98033,47.6916,-122.158,2300,16067 +1727500010,20150107T000000,354000.0,3,1.75,1340,6300,1.0,0,0,3,7,1340,0,1972,0,98034,47.7186,-122.218,1780,7200 +8651610680,20140801T000000,670000.0,4,2.5,2570,9086,2.0,0,0,3,9,2570,0,1999,0,98074,47.6373,-122.064,2760,6733 +3629970190,20150126T000000,769000.0,4,3.5,3010,6202,2.0,0,0,3,9,3010,0,2005,0,98029,47.5533,-121.993,2520,5001 +9136102057,20140905T000000,650000.0,4,2.5,2160,3139,1.0,0,0,3,7,1080,1080,1940,0,98103,47.6662,-122.338,1650,3740 +1266200130,20140615T000000,650000.0,3,1.75,2140,9484,1.0,0,0,3,7,1290,850,1953,0,98004,47.6234,-122.191,1960,9630 +2787310130,20141212T000000,289950.0,4,1.75,2090,7416,1.0,0,0,4,7,1050,1040,1970,0,98031,47.4107,-122.179,1710,7527 +8645511350,20141201T000000,300000.0,3,1.75,1810,21138,1.0,0,0,4,7,1240,570,1977,0,98058,47.4674,-122.178,1850,12200 +9284801435,20141203T000000,471000.0,4,1.75,1760,5750,1.0,0,2,5,7,1070,690,1962,0,98126,47.5521,-122.373,1860,5750 +3905010010,20140718T000000,639000.0,4,2.5,2500,8540,2.0,0,0,3,9,2500,0,1990,0,98029,47.5759,-121.994,2560,8475 +4058801310,20141009T000000,287000.0,2,1.0,930,6900,1.0,0,2,3,7,930,0,1952,0,98178,47.506,-122.242,1910,7194 +6705850020,20150401T000000,740000.0,4,2.5,3030,8335,2.0,0,0,3,10,3030,0,1992,0,98075,47.578,-122.056,2850,8678 +1623800440,20150417T000000,499922.0,3,2.0,1460,3000,1.0,0,0,4,7,940,520,1990,0,98117,47.682,-122.365,1460,3000 +3904902500,20141219T000000,675000.0,4,2.5,2940,14071,2.0,0,0,3,9,2940,0,1986,0,98029,47.5627,-122.018,2670,10982 +7308600050,20140909T000000,738515.0,5,2.75,3360,9200,2.0,0,0,3,9,3360,0,2014,0,98011,47.7754,-122.173,3360,9713 +5679501310,20141030T000000,445000.0,3,1.75,2110,4800,1.0,0,0,3,8,1210,900,1956,0,98108,47.567,-122.318,1660,4800 +3935900005,20150501T000000,1039000.0,4,2.25,2740,11343,1.0,0,2,5,10,1980,760,1953,0,98125,47.7117,-122.278,2790,10027 +3726800285,20141001T000000,346000.0,2,1.0,1070,2196,1.0,0,0,4,7,880,190,1917,0,98144,47.5726,-122.308,1160,3600 +1183000005,20150408T000000,450000.0,3,2.0,1680,4886,2.0,0,0,3,7,1180,500,1940,0,98118,47.5536,-122.286,1400,4900 +5469502780,20140812T000000,350000.0,4,2.5,2260,13755,1.0,0,0,4,9,2260,0,1975,0,98042,47.3767,-122.161,2650,13650 +9185700440,20140728T000000,2400000.0,4,3.5,5860,7200,2.0,0,0,5,10,3690,2170,1907,0,98112,47.6287,-122.287,4150,7200 +629600130,20140801T000000,594950.0,4,2.25,2380,35008,1.0,0,0,3,8,2380,0,1977,0,98075,47.5834,-122.001,2250,34794 +9178601660,20150514T000000,1695000.0,5,3.0,3320,5354,2.0,0,0,3,9,3320,0,2004,0,98103,47.6542,-122.331,2330,4040 +2191600780,20141010T000000,219000.0,2,1.0,1050,9000,1.5,0,0,4,7,1050,0,1984,0,98003,47.2887,-122.299,1550,9600 +7852180430,20150409T000000,450000.0,4,2.5,2070,3982,2.0,0,0,3,7,2070,0,2004,0,98065,47.531,-121.854,2340,4067 +8155820080,20150415T000000,402000.0,4,2.25,1790,7311,2.0,0,0,3,7,1790,0,1992,0,98056,47.5055,-122.189,1400,7203 +5248800440,20150217T000000,275000.0,2,1.0,840,4000,1.0,0,0,3,6,840,0,1942,0,98108,47.5531,-122.307,1100,4000 +9818700430,20141001T000000,421500.0,3,1.5,990,4500,1.0,0,0,5,7,990,0,1948,0,98122,47.6051,-122.298,1490,4000 +425079099,20140507T000000,560000.0,3,3.0,4120,60392,2.0,0,2,3,9,3180,940,1994,0,98014,47.6804,-121.913,2770,64033 +5127000670,20150318T000000,314000.0,3,1.75,1620,9600,1.0,0,0,4,7,1620,0,1966,0,98059,47.4749,-122.155,1660,10200 +6341000221,20150423T000000,287000.0,4,2.0,1340,8190,1.0,0,0,4,7,1340,0,1942,0,98146,47.4905,-122.343,1410,9721 +7231501665,20150403T000000,277000.0,4,1.0,1500,5750,1.5,0,0,3,6,1500,0,1925,0,98055,47.4768,-122.206,1330,5750 +5014000225,20141222T000000,337500.0,2,1.0,1300,6731,1.0,0,0,3,7,1300,0,1950,0,98116,47.5697,-122.395,1240,6731 +4401200130,20140819T000000,792000.0,4,2.75,3100,10245,2.0,0,0,3,10,3100,0,1999,0,98052,47.6858,-122.107,3140,9028 +1558500050,20141113T000000,435000.0,3,2.5,3380,7074,2.0,0,0,3,8,2200,1180,1999,0,98019,47.7462,-121.978,2060,6548 +8899000050,20150325T000000,313100.0,4,2.5,2660,9030,1.0,0,0,4,7,1450,1210,1977,0,98055,47.4558,-122.212,1870,9030 +2877102846,20140625T000000,575000.0,3,2.25,1700,3333,1.5,0,0,3,7,1100,600,1924,0,98117,47.6784,-122.361,1700,3750 +7280300080,20150202T000000,510000.0,4,2.5,1840,7800,1.0,0,2,3,8,1240,600,1972,0,98177,47.7762,-122.384,2010,9100 +3624039073,20150319T000000,299950.0,2,1.0,890,5200,1.0,0,0,4,6,890,0,1941,0,98126,47.5311,-122.373,950,5200 +3271300345,20150323T000000,1028000.0,3,3.0,2800,5800,1.0,0,0,3,9,1580,1220,1953,2010,98199,47.6493,-122.413,2580,5800 +6190701483,20140514T000000,364000.0,4,1.75,2010,8625,1.0,0,0,4,7,1340,670,1957,0,98133,47.7496,-122.355,1500,8400 +414100630,20140729T000000,335000.0,3,1.0,1380,7470,1.0,0,0,5,7,1380,0,1965,0,98133,47.7479,-122.343,1440,7473 +7686202275,20141209T000000,219950.0,3,1.0,1210,8000,1.0,0,0,3,6,1210,0,1954,0,98198,47.4211,-122.314,1430,8000 +5113260170,20150113T000000,215000.0,3,2.0,1280,6994,1.0,0,0,3,7,1280,0,1991,0,98038,47.3889,-122.048,1290,7514 +2421059090,20150511T000000,640000.0,4,2.5,4090,215186,2.0,0,0,4,8,3670,420,1979,0,98092,47.2964,-122.116,2430,142005 +2770601734,20140630T000000,535000.0,3,1.0,1580,6300,1.0,0,0,3,7,1180,400,1925,0,98199,47.6505,-122.384,1560,1601 +4222310290,20140819T000000,253000.0,4,2.0,1910,7826,1.0,0,0,4,7,1140,770,1973,0,98003,47.3493,-122.306,1540,7826 +5016001060,20140530T000000,650000.0,2,2.5,1740,2500,2.0,0,2,3,8,1210,530,1994,0,98112,47.622,-122.3,1640,2500 +5445300050,20150408T000000,672000.0,3,2.25,1130,4445,1.5,0,0,4,8,1130,0,1930,0,98117,47.6845,-122.375,1330,4445 +7370600020,20141007T000000,606000.0,3,1.75,1970,8540,1.0,0,3,4,8,1130,840,1950,0,98177,47.7213,-122.365,2280,8540 +5127000470,20150305T000000,292000.0,3,2.25,1780,9720,1.0,0,0,3,8,1280,500,1981,0,98059,47.4762,-122.156,1710,9790 +1330250010,20140604T000000,289950.0,3,2.0,1670,7757,1.0,0,0,3,8,1670,0,1992,0,98030,47.3802,-122.207,2290,7859 +1898600050,20140722T000000,257500.0,4,1.5,1360,9323,1.0,0,0,4,7,1360,0,1968,0,98023,47.3168,-122.401,1180,9611 +9561100010,20141104T000000,380000.0,3,2.5,1840,6985,1.0,0,0,3,7,1290,550,1971,0,98133,47.7586,-122.342,2160,7990 +9524100050,20141222T000000,360000.0,3,1.75,1255,1113,3.0,0,0,3,8,1255,0,2010,0,98103,47.6958,-122.343,1010,1038 +2212200500,20140623T000000,269500.0,3,1.75,1840,7412,1.0,0,0,4,7,1240,600,1976,0,98031,47.3933,-122.188,1980,7350 +5416500680,20140630T000000,449000.0,4,2.5,2960,6031,2.0,0,0,3,9,2960,0,2005,0,98038,47.3596,-122.04,2570,5012 +6412600005,20141003T000000,375000.0,4,1.5,1430,7232,1.5,0,0,3,7,1430,0,1948,0,98125,47.7197,-122.328,1540,7232 +2024069008,20140619T000000,2200000.0,5,4.75,5990,10450,2.0,1,4,3,11,4050,1940,2002,0,98027,47.5554,-122.077,3330,14810 +2195700050,20140519T000000,810000.0,4,2.5,3480,59242,2.0,0,0,3,11,3480,0,1988,0,98072,47.7391,-122.102,2930,39400 +1437580480,20140918T000000,994000.0,5,3.25,4260,7861,2.0,0,0,3,10,4260,0,2005,0,98074,47.611,-121.992,4020,7528 +2796100680,20150225T000000,275000.0,5,2.25,1820,10500,1.0,0,0,4,7,1080,740,1979,0,98031,47.4058,-122.177,1820,7500 +7203102140,20150429T000000,300000.0,2,1.0,1290,2482,2.0,0,0,3,7,1290,0,2008,0,98053,47.6972,-122.025,1290,2482 +40000235,20150414T000000,380000.0,5,2.5,2130,8428,2.0,0,0,3,7,2130,0,2013,0,98168,47.4726,-122.282,1500,11810 +2946000285,20150302T000000,200000.0,3,2.0,1170,10051,1.0,0,0,4,7,1170,0,1957,0,98198,47.4229,-122.324,1440,9800 +6848200221,20140902T000000,635000.0,3,3.5,1730,1349,3.0,0,0,3,9,1350,380,2009,0,98102,47.6224,-122.326,1830,3300 +952004725,20141106T000000,280000.0,2,1.0,880,5750,1.0,0,0,3,6,880,0,1939,0,98126,47.5642,-122.379,1190,5750 +7852110050,20140625T000000,574000.0,3,2.5,2380,6832,2.0,0,0,3,8,2380,0,2002,0,98065,47.5372,-121.876,2580,6832 +5536100010,20150204T000000,1050000.0,4,1.0,1330,9729,1.0,0,0,3,6,1330,0,1952,0,98004,47.6223,-122.208,2920,10353 +5703000050,20140508T000000,545000.0,3,2.25,1780,191228,2.0,0,2,3,8,1780,0,1988,0,98045,47.4575,-121.748,2440,87120 +6071800480,20150327T000000,271950.0,3,1.5,1220,8400,1.0,0,0,4,7,1220,0,1962,0,98006,47.5467,-122.173,2110,9119 +1954600050,20140716T000000,630000.0,5,1.75,2490,24969,1.0,0,2,4,8,1540,950,1959,0,98023,47.336,-122.35,2790,15600 +3819800280,20140819T000000,400000.0,2,1.0,1180,10800,1.0,0,0,3,7,1180,0,1984,0,98011,47.7273,-122.236,1600,10800 +7300400170,20140910T000000,334000.0,4,2.5,2310,6200,2.0,0,0,3,8,2310,0,1998,0,98092,47.3321,-122.172,2480,6200 +9834201100,20141222T000000,332500.0,4,2.0,1440,4855,2.0,0,0,4,7,1440,0,1972,0,98144,47.5717,-122.287,1300,4080 +8850000509,20140923T000000,525000.0,2,1.5,1620,1444,2.0,0,0,3,9,1080,540,2007,0,98144,47.5892,-122.309,1660,1642 +4123840470,20150224T000000,408000.0,3,2.5,2620,8403,2.0,0,0,3,8,2620,0,1991,0,98038,47.3675,-122.042,2190,7842 +1150900080,20150427T000000,846450.0,4,2.5,3710,7491,2.0,0,0,3,9,3710,0,2003,0,98029,47.5596,-122.016,3040,7491 +514500235,20141020T000000,411100.0,3,1.5,1040,10323,1.0,0,0,4,7,1040,0,1958,0,98005,47.5882,-122.155,1580,7200 +1522059120,20140709T000000,409124.0,5,3.25,3320,11340,2.0,0,0,4,8,2480,840,1999,0,98042,47.3904,-122.154,2330,8339 +2895600680,20140707T000000,335950.0,2,1.5,800,5192,1.0,0,0,5,7,800,0,1951,0,98146,47.5119,-122.386,1190,5320 +8087800480,20150331T000000,480000.0,5,2.5,2040,9597,1.0,0,0,4,7,1240,800,1963,0,98052,47.6544,-122.134,1800,8553 +7931000066,20141224T000000,280000.0,2,1.75,1960,30144,1.0,0,0,3,7,980,980,1957,0,98031,47.4234,-122.212,1960,10140 +5406500480,20140721T000000,668000.0,4,2.5,2670,4410,2.0,0,0,3,8,2670,0,1999,0,98075,47.5978,-122.038,2670,4410 +2540820010,20150427T000000,750000.0,4,2.5,2930,8641,2.0,0,0,3,8,2930,0,2010,0,98034,47.7199,-122.246,2120,11175 +3300700470,20140514T000000,394475.0,2,1.0,830,4000,1.0,0,0,3,6,830,0,1955,0,98117,47.6929,-122.379,950,4000 +8823902005,20150326T000000,848000.0,5,1.75,2290,4320,2.0,0,0,3,7,1980,310,1928,0,98105,47.664,-122.31,2870,4320 +6003001760,20140924T000000,675000.0,3,1.5,2510,3600,2.5,0,0,4,8,2510,0,1907,0,98112,47.6195,-122.313,1740,1885 +1432400095,20141106T000000,175000.0,3,1.0,1280,7572,1.0,0,0,4,6,1280,0,1958,0,98058,47.4491,-122.176,1170,7667 +2483700095,20141106T000000,560000.0,4,1.5,1810,6000,1.0,0,1,3,8,1350,460,1952,0,98136,47.5233,-122.386,2020,6000 +6600220380,20140531T000000,538888.0,5,2.75,2080,13189,2.0,0,0,3,8,2080,0,1987,0,98074,47.6288,-122.031,2030,11847 +3990200020,20140908T000000,359000.0,4,1.75,1680,9244,2.0,0,0,3,8,1680,0,1991,0,98166,47.4612,-122.352,1840,9387 +112900020,20140701T000000,300000.0,3,2.25,1660,5128,2.0,0,0,3,7,1660,0,2001,0,98019,47.7362,-121.967,1680,4652 +8700110020,20140917T000000,273000.0,3,2.5,1650,5994,2.0,0,0,4,7,1650,0,1989,0,98030,47.3603,-122.19,1930,6666 +9831200221,20140710T000000,670000.0,3,2.5,1420,1438,2.0,0,0,3,9,1280,140,2003,0,98102,47.6265,-122.323,1490,1439 +8078400010,20141118T000000,530000.0,4,2.25,2240,8376,1.0,0,0,3,8,1740,500,1984,0,98074,47.6323,-122.029,1890,7875 +9550200225,20140711T000000,625000.0,3,1.5,1230,3060,1.0,0,0,3,7,910,320,1927,0,98103,47.667,-122.333,1260,4488 +2946001950,20150505T000000,248000.0,3,1.0,1260,6000,1.0,0,0,4,6,1260,0,1954,0,98198,47.4187,-122.323,1520,6600 +3905050280,20140819T000000,533000.0,3,2.5,2060,4812,2.0,0,0,3,8,2060,0,1990,0,98029,47.5793,-122.002,1930,5264 +3026059341,20141211T000000,549950.0,4,3.5,3090,10510,1.0,0,0,3,8,2190,900,1991,0,98034,47.7176,-122.214,2200,7408 +7292700005,20141014T000000,485000.0,4,1.75,3220,7392,1.0,0,0,4,8,2010,1210,1959,0,98177,47.7719,-122.361,1660,8363 +8856970440,20150506T000000,353500.0,3,2.5,2020,4845,2.0,0,0,3,7,2020,0,2001,0,98038,47.3848,-122.033,1930,5134 +7504001440,20140915T000000,435000.0,2,1.75,1910,12142,1.0,0,0,3,9,1910,0,1976,0,98074,47.6276,-122.053,2580,12326 +8068000305,20141104T000000,241000.0,3,1.0,1150,10000,1.0,0,0,3,6,1000,150,1951,0,98178,47.5075,-122.262,1340,10000 +1681400010,20140519T000000,885000.0,4,2.75,2730,3560,1.5,0,0,3,8,1550,1180,1921,2007,98115,47.6737,-122.304,1860,3560 +6850700670,20140513T000000,799200.0,6,3.0,2890,2370,2.5,0,0,3,7,2290,600,1906,0,98102,47.6227,-122.323,2180,2460 +1546600020,20150114T000000,760000.0,3,2.5,2280,12746,1.0,0,0,4,8,1490,790,1973,0,98005,47.6362,-122.175,2100,12746 +8071000050,20141113T000000,270000.0,2,1.0,1040,5700,1.0,0,0,3,6,1040,0,1922,0,98118,47.519,-122.26,1380,5700 +1036000280,20150217T000000,675000.0,4,1.75,2440,7475,1.0,0,0,4,9,2040,400,1969,0,98052,47.6339,-122.096,2040,8480 +5422560380,20141222T000000,499000.0,3,2.5,1720,5940,1.0,0,0,4,8,1000,720,1977,0,98052,47.6631,-122.129,1720,6136 +1762600280,20140714T000000,1202500.0,3,2.5,3430,28718,1.5,0,0,3,10,3430,0,1984,0,98033,47.6477,-122.183,3440,35021 +5416500840,20140627T000000,320000.0,4,2.5,2570,4865,2.0,0,0,3,8,2570,0,2005,0,98038,47.3588,-122.038,2570,4933 +3523069008,20150505T000000,890000.0,4,3.25,4360,210254,1.0,0,0,3,10,2320,2040,2000,0,98038,47.4375,-122.008,2410,87120 +8001210170,20140822T000000,275000.0,4,2.75,2060,7350,1.0,0,0,3,7,1210,850,1978,0,98001,47.3424,-122.275,1940,7420 +6806300920,20140610T000000,490000.0,4,2.5,3020,8302,2.0,0,0,4,10,3020,0,1994,0,98042,47.363,-122.127,3020,8406 +9826701665,20140725T000000,550000.0,3,2.5,2340,4200,1.5,0,0,3,7,1540,800,1906,0,98122,47.6033,-122.303,1590,4200 +2253200010,20150507T000000,390000.0,5,2.0,2400,9537,1.0,0,0,5,7,1210,1190,1959,0,98056,47.5112,-122.186,1760,9533 +1941400080,20141020T000000,277000.0,3,2.25,1610,11920,1.0,0,0,4,7,1110,500,1968,0,98032,47.3683,-122.279,1690,11839 +3317010130,20150317T000000,236000.0,3,1.75,1090,7647,1.0,0,0,3,7,1090,0,1994,0,98003,47.2613,-122.302,1660,9219 +1721059230,20150304T000000,265953.0,3,1.75,1470,13068,1.0,0,0,4,7,1470,0,1975,0,98092,47.3096,-122.197,2090,16988 +9328500630,20150302T000000,545000.0,3,2.25,1670,6240,1.0,0,0,4,8,1240,430,1974,0,98008,47.6413,-122.113,1910,7000 +6301800020,20140506T000000,535000.0,3,2.5,1850,10109,2.0,0,0,3,8,1850,0,1991,0,98034,47.7163,-122.229,1780,9660 +7855000460,20141007T000000,1450000.0,3,2.75,3940,9671,1.0,0,4,5,9,2140,1800,1967,0,98006,47.5654,-122.158,3390,9360 +9320350020,20140630T000000,490000.0,4,3.0,2330,3497,2.0,0,0,3,9,1920,410,2003,0,98108,47.554,-122.308,2330,5242 +7849201061,20150408T000000,319950.0,4,2.5,2020,7200,1.5,0,0,4,6,2020,0,1954,0,98065,47.5223,-121.818,1440,7200 +3885805640,20140704T000000,625000.0,3,1.5,1300,7200,1.0,0,0,5,7,1300,0,1960,0,98033,47.6821,-122.196,2280,7200 +8960200630,20150220T000000,248000.0,3,1.0,1180,6947,1.0,0,0,4,7,1180,0,1968,0,98031,47.4233,-122.177,1760,8657 +1736800920,20150421T000000,475000.0,3,1.75,1320,7840,1.0,0,0,3,8,1320,0,1966,0,98007,47.6024,-122.143,2050,7644 +6152900402,20140619T000000,410000.0,6,2.75,2520,9324,1.0,0,0,4,7,1320,1200,1962,0,98155,47.7636,-122.294,1820,11000 +9822700255,20140505T000000,670000.0,3,2.5,1680,2000,3.0,0,0,3,9,1680,0,1909,1998,98105,47.6604,-122.29,1950,5000 +1423069102,20150331T000000,430000.0,3,2.5,2000,35438,2.0,0,0,3,7,2000,0,1968,2005,98027,47.4733,-121.994,2000,51836 +5279100675,20141028T000000,313000.0,2,1.0,1180,4900,1.0,0,0,5,6,1180,0,1954,0,98027,47.5321,-122.029,1650,7121 +2524049056,20140714T000000,950000.0,3,3.25,3330,15093,2.5,0,0,3,9,3330,0,1988,0,98040,47.5395,-122.242,4340,20031 +4232400470,20140527T000000,751750.0,2,2.0,1880,5400,1.5,0,0,3,8,1880,0,1902,0,98112,47.6238,-122.311,1590,5400 +8562740440,20140909T000000,760000.0,4,2.5,2990,5280,2.0,0,0,3,9,2210,780,2003,0,98027,47.5353,-122.066,2990,6299 +8114000020,20150128T000000,310650.0,3,1.75,1510,12408,1.0,0,0,4,7,1510,0,1969,0,98059,47.5069,-122.141,1480,17800 +6600780130,20140502T000000,367500.0,4,3.0,3110,7231,2.0,0,0,3,8,3110,0,1997,0,98092,47.3279,-122.191,2820,7311 +5100403947,20140804T000000,580000.0,4,2.5,2150,5000,2.0,0,0,3,8,2150,0,2001,0,98115,47.6962,-122.314,2030,6380 +1189000825,20140702T000000,580000.0,3,2.25,1900,3960,1.5,0,0,3,8,1200,700,1905,0,98122,47.6122,-122.298,1310,3960 +3066400080,20140602T000000,665000.0,4,2.5,2720,10000,2.0,0,0,3,10,2720,0,1987,0,98074,47.6293,-122.051,2720,10020 +2214800630,20141105T000000,239950.0,3,2.25,1560,8280,2.0,0,0,4,7,1560,0,1979,0,98001,47.3393,-122.259,1920,8120 +4027701253,20140813T000000,470000.0,4,2.5,1990,30083,2.0,0,0,3,8,1990,0,1998,0,98155,47.7678,-122.272,2220,11627 +9547205260,20140815T000000,733000.0,3,1.75,1740,3060,1.0,0,0,5,8,950,790,1930,2014,98115,47.6816,-122.31,1800,3960 +9320600020,20150130T000000,250000.0,4,2.0,2130,8400,1.0,0,0,3,7,1350,780,1962,0,98031,47.4133,-122.209,1550,8596 +2807100095,20140908T000000,402000.0,4,1.75,1510,9176,1.0,0,0,5,7,1510,0,1957,0,98133,47.7651,-122.339,1480,9176 +8067000020,20140611T000000,295000.0,5,3.5,2100,5107,2.0,0,0,3,7,1410,690,1999,0,98178,47.5108,-122.257,1410,5650 +8731980440,20141016T000000,355000.0,5,2.5,2344,8000,1.0,0,0,4,8,1560,784,1976,0,98023,47.3185,-122.377,2344,8000 +5112800233,20140909T000000,289000.0,3,1.5,1970,22486,1.0,0,0,4,6,1970,0,1968,0,98058,47.4511,-122.089,1850,20160 +6141600179,20141112T000000,376000.0,3,2.25,1470,9140,2.0,0,2,3,7,1470,0,1982,0,98133,47.7162,-122.349,1400,8204 +8122100595,20140627T000000,212700.0,2,1.0,940,5040,1.0,0,0,3,7,940,0,1926,0,98126,47.5375,-122.374,940,5040 +5467910190,20140527T000000,325000.0,3,1.75,1780,13095,1.0,0,0,4,9,1780,0,1983,0,98042,47.367,-122.152,2750,13095 +808300460,20140811T000000,415000.0,4,2.5,2230,5743,2.0,0,0,3,7,2230,0,2002,0,98019,47.7245,-121.957,2490,6300 +7785350010,20150402T000000,935000.0,3,2.5,3570,15151,1.0,0,0,4,8,2400,1170,1981,0,98177,47.7475,-122.364,3140,14375 +2133020020,20150116T000000,372000.0,3,2.5,1920,15260,2.0,0,0,3,7,1920,0,1990,0,98019,47.7317,-121.964,2370,15235 +2588800006,20141021T000000,240000.0,3,1.5,1290,8366,1.0,0,0,3,7,1020,270,1957,0,98168,47.4853,-122.318,1770,8400 +5169700022,20140915T000000,334950.0,3,1.75,1880,16262,1.0,0,0,5,7,1880,0,1980,0,98059,47.5089,-122.155,1900,7972 +5416500660,20150430T000000,426500.0,4,2.5,2960,4640,2.0,0,0,3,9,2960,0,2005,0,98038,47.3597,-122.04,2750,4623 +6117502745,20150224T000000,430000.0,2,1.75,1840,14874,1.0,0,2,3,8,1300,540,1952,0,98166,47.4382,-122.348,2920,15084 +2624049169,20141211T000000,400000.0,3,1.5,1890,6183,1.0,0,0,3,7,1090,800,1967,0,98118,47.5396,-122.269,1750,6183 +1426300842,20150428T000000,455850.0,3,2.25,1820,6000,1.0,0,0,4,7,1120,700,1964,0,98108,47.5684,-122.3,1970,6232 +824059321,20140602T000000,1965220.0,4,3.5,4370,8510,2.0,0,1,3,10,3610,760,2003,0,98004,47.5876,-122.204,2960,10347 +126049217,20140604T000000,400000.0,3,1.75,1530,10731,1.0,0,0,3,7,1530,0,1986,0,98028,47.7655,-122.244,2100,12593 +2201500185,20140808T000000,397500.0,3,1.0,1030,10480,1.0,0,0,4,7,1030,0,1954,0,98006,47.5742,-122.139,1480,12200 +1972205790,20141211T000000,755000.0,3,2.5,2000,1950,3.0,0,0,3,8,2000,0,2005,0,98109,47.6476,-122.356,1560,1340 +6843000080,20140709T000000,287000.0,5,1.5,1730,9230,1.0,0,0,3,7,1010,720,1962,0,98058,47.4646,-122.184,1730,9230 +1442700250,20140716T000000,480000.0,4,2.5,3620,16000,2.0,0,0,3,9,3620,0,1976,0,98038,47.3711,-122.06,2590,16000 +2607760680,20150416T000000,490000.0,3,2.5,2040,9622,2.0,0,0,3,8,2040,0,1995,0,98045,47.4833,-121.8,2390,9868 +3523059056,20140618T000000,365000.0,3,2.5,2640,6715,2.0,0,0,3,8,1680,960,1991,0,98058,47.441,-122.125,2260,7373 +1657530010,20150224T000000,260000.0,3,2.5,1600,2244,2.0,0,0,3,7,1600,0,2005,0,98056,47.4899,-122.164,1600,1700 +7276100020,20150414T000000,505000.0,4,1.0,1480,12675,1.5,0,0,4,7,1480,0,1929,0,98133,47.763,-122.342,1820,7995 +9828200460,20140627T000000,260000.0,2,1.0,700,4800,1.0,0,0,3,7,700,0,1922,0,98122,47.6147,-122.3,1440,4800 +9828200460,20150106T000000,430000.0,2,1.0,700,4800,1.0,0,0,3,7,700,0,1922,0,98122,47.6147,-122.3,1440,4800 +5608000840,20140724T000000,905000.0,4,2.5,3520,12193,2.0,0,0,4,10,3520,0,1993,0,98027,47.5535,-122.095,3470,11318 +5422560470,20141203T000000,440000.0,3,2.0,1650,6408,2.0,0,0,4,8,1650,0,1977,0,98052,47.6638,-122.128,1750,6402 +446000020,20140913T000000,439500.0,4,1.0,1360,5500,1.5,0,0,3,7,1360,0,1950,0,98115,47.6878,-122.285,1530,5790 +9476200545,20150127T000000,270000.0,3,2.0,1350,6696,1.0,0,0,5,6,680,670,1944,0,98056,47.4919,-122.187,1350,6700 +8648100130,20150429T000000,306500.0,3,2.5,1970,6291,2.0,0,0,4,7,1970,0,1998,0,98042,47.3627,-122.073,1980,8852 +9358002232,20141019T000000,380000.0,3,2.0,1470,1656,2.0,0,0,3,8,1310,160,2003,0,98126,47.5653,-122.369,1470,2288 +2212900920,20140722T000000,215000.0,4,1.75,1610,9652,1.0,0,0,5,7,1610,0,1969,0,98042,47.3281,-122.135,1220,9800 +6149700380,20150206T000000,299900.0,2,1.0,810,6150,1.0,0,0,3,7,810,0,1950,0,98133,47.7289,-122.34,1080,7200 +4340000080,20150327T000000,1450000.0,4,3.5,2820,7809,2.0,0,0,3,10,2820,0,1995,0,98004,47.622,-122.195,2630,7904 +3751605432,20140513T000000,239950.0,3,1.0,1900,33888,1.5,0,0,4,5,1900,0,1942,0,98001,47.2738,-122.271,1430,19200 +6384300020,20140623T000000,494000.0,4,2.5,1830,7345,1.0,0,0,4,8,1540,290,1973,0,98177,47.7741,-122.373,1990,7700 +3450300430,20150105T000000,317500.0,4,1.5,1730,7700,1.0,0,0,4,7,1010,720,1963,0,98059,47.4996,-122.163,1650,8066 +1245001763,20150303T000000,670000.0,4,2.5,2110,7291,2.0,0,0,4,7,2110,0,1977,0,98033,47.6888,-122.201,2350,8625 +7853240660,20140820T000000,650000.0,3,2.5,3060,7831,2.0,0,2,3,9,3060,0,2004,0,98065,47.5401,-121.861,3140,7438 +3723800414,20150320T000000,852000.0,4,2.5,2620,7328,2.0,0,0,3,8,2620,0,1983,0,98118,47.5514,-122.263,1670,5080 +5104500020,20140617T000000,250000.0,2,1.5,1088,1360,2.0,0,0,3,7,1088,0,1983,0,98034,47.7094,-122.213,1098,1469 +5438000080,20141210T000000,264950.0,3,1.5,1400,10853,1.0,0,0,4,7,1400,0,1964,0,98055,47.4433,-122.194,1620,10849 +9498200091,20140925T000000,582500.0,2,2.0,1540,6804,1.0,0,0,5,7,1020,520,1942,0,98177,47.7044,-122.372,1380,6930 +1498301213,20150311T000000,384000.0,3,2.5,1540,1564,2.0,0,0,3,7,1300,240,1998,0,98144,47.586,-122.313,1540,2875 +2652500285,20141028T000000,817000.0,3,1.5,2310,3360,1.5,0,0,3,8,1790,520,1926,0,98119,47.6431,-122.359,1930,4320 +5127000430,20141201T000000,320000.0,4,1.75,1730,9520,1.0,0,0,4,7,1730,0,1971,0,98059,47.4756,-122.157,1550,11211 +4017110020,20140630T000000,445800.0,4,2.25,2070,39446,1.0,0,0,3,8,1470,600,1977,0,98155,47.7765,-122.276,2140,12043 +3336001946,20150307T000000,263300.0,2,1.0,900,4500,1.0,0,0,3,7,900,0,1951,0,98118,47.5273,-122.265,1175,5320 +5253300387,20150128T000000,215000.0,3,1.0,860,6635,1.0,0,0,3,6,860,0,1952,0,98133,47.7508,-122.339,1170,8000 +9222400605,20141115T000000,842500.0,5,4.0,2980,4500,1.5,0,0,3,7,2070,910,1921,0,98115,47.6736,-122.323,1560,4225 +9222400605,20150411T000000,850000.0,5,4.0,2980,4500,1.5,0,0,3,7,2070,910,1921,0,98115,47.6736,-122.323,1560,4225 +2163300130,20141001T000000,386000.0,5,2.5,2740,12413,2.0,0,0,3,7,2740,0,1990,0,98031,47.4199,-122.183,1900,7416 +8662500130,20141209T000000,251100.0,4,2.5,1790,5257,2.0,0,0,3,7,1790,0,1996,0,98030,47.3849,-122.204,1680,5320 +1770000130,20141126T000000,435000.0,3,1.75,1750,16748,1.0,0,0,3,7,1330,420,1978,0,98072,47.7421,-122.089,1750,16050 +1888120080,20140922T000000,870000.0,4,4.0,3610,12811,2.0,0,0,3,10,3610,0,2000,0,98075,47.5812,-121.993,3530,11783 +862000020,20150206T000000,800000.0,6,1.0,1430,20620,2.0,0,0,3,7,1430,0,1954,0,98004,47.6255,-122.209,2450,10080 +7199100020,20140714T000000,555000.0,3,1.75,1570,15500,1.0,0,0,4,7,1570,0,1968,0,98052,47.6916,-122.122,1610,7500 +9169600275,20140723T000000,280000.0,2,1.0,2280,37500,2.0,0,0,3,7,2280,0,1932,0,98136,47.525,-122.389,2360,6000 +2767601815,20150317T000000,356000.0,3,1.0,940,2366,1.0,0,0,3,6,940,0,1916,0,98107,47.6744,-122.383,1500,5000 +7853221330,20141203T000000,675000.0,4,2.5,2920,6000,2.0,0,4,3,9,2920,0,2004,0,98065,47.5333,-121.859,3100,6001 +7504010780,20141226T000000,605000.0,4,2.25,2260,11900,2.0,0,0,3,9,2260,0,1976,0,98074,47.6415,-122.057,2470,11900 +5015000190,20140625T000000,690500.0,5,2.0,2000,4211,1.5,0,2,4,7,1280,720,1908,0,98112,47.6283,-122.301,1680,4000 +8682260470,20140619T000000,437000.0,2,1.75,1440,4225,1.0,0,0,3,8,1440,0,2005,0,98053,47.7143,-122.032,1680,6200 +4122700020,20140710T000000,850000.0,5,2.0,2310,13430,1.5,0,0,4,8,2310,0,1966,0,98004,47.6395,-122.203,2810,13906 +8850000285,20140612T000000,350000.0,4,2.25,2300,4600,1.5,0,0,4,7,1340,960,1904,0,98144,47.5895,-122.311,1540,3000 +4174600185,20140622T000000,480000.0,2,2.25,1490,6770,1.5,0,0,3,8,1490,0,1926,0,98108,47.5577,-122.297,1820,7875 +7229800430,20140723T000000,379500.0,3,2.25,1830,25641,2.0,0,0,3,8,1830,0,1989,0,98059,47.4786,-122.112,1500,25641 +42000130,20140924T000000,600000.0,5,4.5,4440,9784,2.0,0,0,3,10,4440,0,2012,0,98168,47.4702,-122.275,2720,10080 +4139430250,20150330T000000,1436000.0,4,3.5,4970,16582,2.0,0,3,4,11,3930,1040,1992,0,98006,47.5496,-122.12,3580,13335 +9834201470,20141218T000000,303000.0,2,1.5,1000,1075,2.0,0,0,3,7,840,160,2007,0,98144,47.5708,-122.288,1000,1083 +4058801702,20150206T000000,800000.0,4,2.5,4940,10037,1.0,0,4,3,9,3450,1490,1953,0,98178,47.5095,-122.247,2430,9272 +3363400655,20140724T000000,549000.0,2,2.0,1980,6000,1.5,0,0,5,7,1220,760,1906,0,98103,47.6809,-122.351,1280,3900 +8700500020,20141126T000000,324950.0,3,2.5,1560,9600,1.0,0,0,3,7,1210,350,1964,0,98188,47.457,-122.27,2070,9600 +8148600020,20140926T000000,170000.0,2,1.0,870,6537,1.0,0,0,3,6,870,0,1948,0,98168,47.4906,-122.306,1100,8701 +8651430780,20140715T000000,178000.0,3,1.0,840,6500,1.0,0,0,5,6,840,0,1969,0,98042,47.3704,-122.08,870,5200 +1432400345,20150421T000000,144000.0,3,1.0,1250,8314,1.0,0,0,3,6,1250,0,1958,0,98058,47.4522,-122.178,1188,7700 +2524049148,20150317T000000,1580000.0,4,2.75,3120,20031,1.0,0,2,4,9,1980,1140,1954,1997,98040,47.5389,-122.242,3330,18777 +2475900840,20150427T000000,258000.0,2,1.0,750,7000,1.0,0,0,3,6,750,0,1932,0,98024,47.5655,-121.89,1100,8777 +7452500190,20141016T000000,345000.0,3,1.75,710,5050,1.0,0,0,4,6,710,0,1950,0,98126,47.5194,-122.375,900,5050 +3459000050,20140610T000000,470000.0,3,1.75,2290,14800,1.0,0,0,3,8,1620,670,1965,0,98155,47.7735,-122.273,2320,12474 +2624049091,20150313T000000,2903000.0,5,2.5,3750,91681,2.0,1,4,3,10,3750,0,1925,0,98118,47.5379,-122.264,3540,24293 +1138000250,20140521T000000,350000.0,3,1.5,980,7790,1.0,0,0,5,7,980,0,1969,0,98034,47.7141,-122.213,1390,7280 +4399210130,20140626T000000,225500.0,2,1.75,1590,11276,1.0,0,0,4,7,1590,0,1972,0,98002,47.3177,-122.21,1750,10687 +2770601365,20150224T000000,473000.0,2,1.0,940,4000,1.0,0,0,3,6,720,220,1942,0,98199,47.6488,-122.385,1180,6000 +7272000980,20150226T000000,279000.0,3,1.75,1750,9623,1.0,0,0,3,7,1150,600,1962,0,98198,47.3997,-122.313,1820,9623 +1566100010,20150414T000000,470000.0,3,1.0,1460,8227,1.0,0,0,3,6,880,580,1948,0,98125,47.7009,-122.301,1530,8128 +6338000592,20140820T000000,565000.0,3,1.75,1540,4800,1.0,0,0,4,6,770,770,1925,0,98105,47.67,-122.284,1510,4080 +2815600305,20150422T000000,695000.0,3,2.0,2560,6800,1.0,0,1,4,8,1380,1180,1952,0,98136,47.5506,-122.395,1780,6800 +561500290,20140711T000000,315000.0,3,1.75,1660,37642,1.0,0,0,4,7,1660,0,1991,0,98022,47.2559,-122.007,2070,54450 +3905080280,20150304T000000,529000.0,3,2.5,1880,4499,2.0,0,0,3,8,1880,0,1993,0,98029,47.5664,-121.999,2130,5114 +925069071,20150126T000000,750000.0,5,3.75,3500,101494,1.5,0,0,3,8,3500,0,1967,1990,98053,47.6745,-122.054,3250,38636 +2426049174,20141029T000000,481500.0,3,2.25,1840,10500,2.0,0,0,3,7,1840,0,1993,0,98034,47.7326,-122.234,1840,7374 +9407600250,20150327T000000,211000.0,3,2.0,1060,7412,1.0,0,0,3,7,1060,0,1987,0,98038,47.3897,-122.051,1080,7093 +7955050170,20150410T000000,455000.0,3,2.25,1790,7500,1.0,0,0,3,7,1390,400,1973,0,98034,47.7321,-122.198,1940,7192 +7224000950,20141103T000000,238950.0,2,1.0,810,4838,1.0,0,0,3,5,810,0,1938,0,98055,47.4909,-122.203,890,4838 +464001025,20140918T000000,722500.0,4,3.5,2600,5100,2.0,0,0,3,8,1820,780,2003,0,98117,47.6948,-122.395,2000,6720 +5569700020,20140730T000000,795000.0,4,2.5,3230,19193,1.0,0,3,4,8,2000,1230,1973,0,98075,47.5755,-122.07,3230,13420 +1310910290,20150507T000000,327500.0,4,2.25,2240,9600,2.0,0,0,3,8,2240,0,1971,0,98032,47.361,-122.281,2050,9240 +5104531640,20150323T000000,585000.0,4,3.0,3400,5100,2.0,0,0,3,9,3400,0,2006,0,98038,47.3548,-122.002,3400,5672 +1025039145,20140613T000000,775000.0,4,2.0,3140,10875,1.0,0,1,3,7,1940,1200,1939,1969,98199,47.6656,-122.406,3300,10080 +5406500170,20141024T000000,645000.0,4,2.5,2780,4200,2.0,0,0,3,8,2780,0,2001,0,98075,47.5989,-122.039,2510,4200 +1826049426,20150105T000000,445000.0,4,2.75,2320,12368,1.0,0,0,3,8,1670,650,1968,0,98133,47.7373,-122.35,2070,9575 +2011000010,20140502T000000,257950.0,3,1.75,1370,5858,1.0,0,0,3,7,1370,0,1987,0,98198,47.3815,-122.313,1400,7500 +9368700006,20150324T000000,375000.0,5,1.75,2230,7560,1.0,0,0,3,7,1230,1000,1959,0,98178,47.5055,-122.26,1380,6570 +8016250080,20140709T000000,245000.0,3,2.5,1610,7223,2.0,0,0,3,7,1610,0,1994,0,98030,47.3661,-122.173,1610,7162 +4053200285,20140811T000000,725000.0,3,2.5,3410,41022,2.0,0,0,3,11,3410,0,1990,0,98042,47.3228,-122.08,2150,21429 +5411600020,20150304T000000,702000.0,4,2.5,2810,4922,2.0,0,0,3,9,2810,0,2005,0,98074,47.614,-122.041,2920,4922 +847100078,20140818T000000,330000.0,3,1.75,1850,14986,2.0,0,0,3,6,1850,0,1943,2005,98059,47.4837,-122.148,2660,10650 +4232903295,20150416T000000,940000.0,3,1.5,1790,4800,1.5,0,0,3,8,1790,0,1912,0,98119,47.6332,-122.362,1780,3600 +7979900680,20150305T000000,354500.0,3,1.0,1150,11396,1.5,0,0,4,7,1150,0,1950,0,98155,47.7435,-122.296,1600,8146 +492000532,20150222T000000,279950.0,4,2.75,2420,8700,1.5,0,0,4,7,2420,0,1914,0,98002,47.3109,-122.229,1070,4804 +2310000430,20150507T000000,284000.0,3,2.25,1580,7034,1.0,0,0,4,7,1180,400,1989,0,98038,47.3564,-122.04,1470,7358 +8832900780,20141013T000000,480000.0,5,2.0,1760,21562,1.0,0,1,3,8,1560,200,1959,0,98028,47.7597,-122.263,2150,12676 +8832900780,20150408T000000,647500.0,5,2.0,1760,21562,1.0,0,1,3,8,1560,200,1959,0,98028,47.7597,-122.263,2150,12676 +3249500020,20150406T000000,625000.0,3,2.5,2750,35000,2.0,0,0,3,9,2750,0,1993,0,98077,47.75,-122.024,2780,35862 +8651442810,20140710T000000,152000.0,3,1.0,920,4875,1.0,0,0,4,7,920,0,1978,0,98042,47.3623,-122.09,1160,4875 +8564500020,20150127T000000,322000.0,3,1.0,960,10181,1.0,0,0,3,7,960,0,1961,0,98034,47.7231,-122.229,1740,10194 +3019300050,20140731T000000,445000.0,3,1.75,1120,4000,1.0,0,0,4,7,870,250,1916,0,98107,47.6684,-122.368,1470,4000 +2460900020,20140730T000000,595000.0,3,1.0,1560,3960,1.5,0,0,4,7,1560,0,1907,0,98144,47.5936,-122.301,1280,3960 +2698200010,20150513T000000,165000.0,3,1.0,1380,7334,1.0,0,0,3,7,980,400,1981,0,98055,47.4339,-122.192,1910,7859 +104560010,20140610T000000,278500.0,4,2.5,1940,6206,2.0,0,0,3,7,1940,0,1990,0,98023,47.3063,-122.359,2060,7092 +5710610430,20150313T000000,517500.0,3,1.75,1810,10625,1.0,0,0,3,8,1370,440,1973,0,98027,47.5322,-122.049,2140,10922 +34000005,20140618T000000,343566.0,2,1.0,1100,4200,1.0,0,0,3,7,1100,0,1954,0,98136,47.5312,-122.392,1240,4000 +7349400420,20141105T000000,286285.0,4,2.25,1980,9714,1.0,0,0,3,7,1170,810,1977,0,98002,47.3207,-122.209,1610,9272 +3298300130,20150206T000000,474905.0,4,1.5,1340,6200,1.0,0,0,5,6,1340,0,1959,0,98008,47.6214,-122.119,1210,7178 +7312400080,20140714T000000,550000.0,3,1.75,1680,4800,1.0,0,0,4,7,1400,280,1960,0,98126,47.5535,-122.377,1540,5000 +3356404198,20150129T000000,286000.0,4,2.5,2060,16000,2.0,0,0,3,6,2060,0,1993,0,98001,47.2849,-122.251,1530,8000 +2344300122,20140808T000000,900000.0,3,3.25,2620,7215,1.0,0,0,4,8,1770,850,1980,0,98004,47.5836,-122.2,2180,8931 +3904901330,20140820T000000,449950.0,3,2.25,1610,5159,2.0,0,0,3,7,1610,0,1985,0,98029,47.5675,-122.019,1610,5210 +7524100280,20140612T000000,259000.0,4,1.5,1490,7560,2.0,0,0,3,7,1490,0,1966,0,98198,47.3684,-122.318,1490,7689 +2473390440,20141202T000000,340000.0,3,2.25,1900,8125,1.0,0,0,3,7,1540,360,1969,0,98058,47.4564,-122.162,1480,8284 +2215800050,20150415T000000,785000.0,4,2.5,3440,56192,2.0,0,0,3,9,3440,0,1994,0,98053,47.6969,-122.046,3150,44431 +2769602475,20140509T000000,490000.0,2,1.0,1840,3300,1.5,0,0,4,6,1130,710,1910,0,98107,47.6757,-122.362,1320,4000 +9183700470,20140527T000000,344950.0,4,2.0,2330,6250,1.0,0,0,4,7,1400,930,1941,0,98030,47.3782,-122.228,2050,9000 +1337800284,20140827T000000,950000.0,3,2.0,2250,2975,2.0,0,0,4,9,1880,370,1905,0,98112,47.6289,-122.309,2690,4800 +3867400130,20140709T000000,810000.0,4,1.75,2000,3988,1.0,0,4,4,7,1000,1000,1958,0,98116,47.5925,-122.391,1690,4144 +7856410020,20150309T000000,998160.0,2,2.5,3010,16050,1.0,0,3,4,9,1260,1750,1976,0,98006,47.5643,-122.16,3010,11612 +9477730080,20141210T000000,377000.0,3,1.75,1680,7389,1.0,0,0,3,8,1150,530,1979,0,98056,47.5199,-122.184,2100,10348 +3300760020,20140826T000000,595000.0,3,2.0,1530,6773,1.0,0,0,4,8,1530,0,1984,0,98033,47.6653,-122.194,2240,7201 +148000440,20140818T000000,313300.0,2,1.0,970,4800,1.0,0,0,3,6,970,0,1911,1940,98116,47.5754,-122.414,1180,5900 +1708400595,20140725T000000,360000.0,5,1.75,1550,5225,1.5,0,0,4,7,1550,0,1941,0,98108,47.554,-122.306,1220,5225 +9264901680,20150323T000000,188000.0,3,1.75,1660,7350,1.0,0,0,2,8,1660,0,1979,0,98023,47.3118,-122.337,1840,7673 +3226079091,20140912T000000,755000.0,3,2.5,3680,203860,1.5,0,0,3,9,3680,0,1994,0,98014,47.6903,-121.929,2410,144183 +2877104175,20140910T000000,1289000.0,5,3.5,3210,4060,2.0,0,2,3,10,2290,920,1917,2003,98117,47.6801,-122.357,1940,5000 +8843900396,20140714T000000,455000.0,3,1.0,1480,13280,2.5,0,0,3,6,1480,0,1940,0,98027,47.5378,-122.043,1510,8723 +1425059193,20141009T000000,817500.0,5,3.5,3600,9312,2.0,0,3,3,10,2680,920,2005,0,98052,47.6582,-122.122,3420,9860 +5694000768,20140922T000000,550000.0,3,2.25,1700,1481,3.0,0,0,3,8,1700,0,2002,0,98103,47.6598,-122.349,1560,1350 +8732190460,20150505T000000,260000.0,3,1.75,1680,8725,1.0,0,0,3,8,1240,440,1978,0,98023,47.3107,-122.397,2020,8352 +723099028,20140626T000000,320000.0,3,2.0,1550,34175,1.5,0,0,3,7,1550,0,1999,0,98045,47.4855,-121.698,2300,35174 +4139480190,20140916T000000,1153000.0,3,3.25,3780,10623,1.0,0,1,3,11,2650,1130,1999,0,98006,47.5506,-122.101,3850,11170 +1133000050,20150420T000000,362000.0,4,2.5,2360,7370,1.0,0,0,3,7,1460,900,1985,0,98125,47.7201,-122.308,1590,9906 +2770601462,20150423T000000,503500.0,3,2.5,1810,1750,2.0,0,0,3,7,1350,460,1997,0,98199,47.6513,-122.386,1640,1563 +3630120480,20140602T000000,653000.0,3,2.5,2290,3475,2.0,0,0,3,9,2290,0,2006,0,98029,47.5551,-122.001,2340,3626 +624110050,20140604T000000,760000.0,4,2.75,3370,12447,2.0,0,0,3,10,3370,0,1991,0,98077,47.7309,-122.058,3700,13129 +2301400655,20141125T000000,775000.0,4,1.75,2090,5050,1.0,0,0,4,7,1090,1000,1916,0,98117,47.6802,-122.358,1760,5000 +7936500190,20141021T000000,1339000.0,4,3.75,2130,34689,1.5,1,4,3,9,2130,0,1955,0,98136,47.5489,-122.398,3030,28598 +126039323,20150224T000000,417500.0,5,1.75,2060,10911,1.0,0,0,4,7,1360,700,1954,0,98177,47.7767,-122.365,2060,9688 +9512500460,20140711T000000,525000.0,3,1.5,1560,9350,1.0,0,0,4,7,1220,340,1969,0,98052,47.6729,-122.148,1870,8671 +7203601405,20150414T000000,217000.0,2,1.0,730,2400,1.0,0,1,3,4,730,0,1934,0,98198,47.35,-122.322,1220,4382 +6204200170,20140709T000000,525000.0,4,2.75,2910,6308,1.0,0,0,3,8,1640,1270,1985,0,98011,47.7352,-122.201,1970,7127 +5027800190,20150324T000000,442500.0,4,2.25,2490,8700,1.0,0,0,3,7,1890,600,1976,0,98155,47.7397,-122.324,1470,7975 +2206500430,20140709T000000,525000.0,4,1.75,1710,10440,1.0,0,0,4,7,1710,0,1955,0,98006,47.5756,-122.158,1480,10440 +9477001410,20150225T000000,425500.0,4,1.75,1520,10630,1.0,0,0,4,7,1520,0,1967,0,98034,47.7347,-122.193,1550,8039 +2324079073,20140815T000000,710000.0,3,2.75,2930,218235,2.0,0,2,3,8,2930,0,1990,0,98024,47.5481,-121.886,2450,218235 +2817210420,20141114T000000,545000.0,4,3.0,3160,10948,1.0,0,3,3,8,1930,1230,1991,0,98070,47.3733,-122.422,2380,13623 +1402200440,20150212T000000,410000.0,5,2.75,2910,16410,1.5,0,0,4,8,2910,0,1967,0,98058,47.44,-122.145,1980,18000 +1545808370,20150422T000000,245000.0,3,2.25,1700,8100,1.0,0,0,3,7,1200,500,1980,0,98038,47.3601,-122.046,1700,8100 +7335400500,20140711T000000,194900.0,2,1.0,810,6697,1.0,0,0,4,6,810,0,1923,0,98002,47.3057,-122.216,1140,6695 +1843130980,20140506T000000,284000.0,4,2.5,2000,5390,2.0,0,0,3,7,2000,0,2003,0,98042,47.3732,-122.129,2330,5390 +9262800255,20140819T000000,280000.0,2,1.75,1894,52769,1.5,0,0,4,6,1520,374,1936,0,98001,47.3088,-122.273,1820,50529 +8656800190,20141002T000000,280000.0,3,1.75,2080,87991,1.0,0,0,3,6,1040,1040,1970,0,98014,47.6724,-121.865,2080,84300 +2113700235,20140512T000000,360000.0,4,2.0,1730,5500,1.0,0,0,5,7,1010,720,1943,0,98106,47.5304,-122.353,1080,4900 +4235400255,20140905T000000,405000.0,2,1.0,720,4323,1.0,0,0,3,6,720,0,1942,0,98199,47.6604,-122.401,1460,3300 +8691360380,20150414T000000,865000.0,4,2.5,3560,13981,2.0,0,0,3,10,3560,0,2000,0,98075,47.6002,-121.98,3840,13624 +2205500080,20140610T000000,483300.0,4,2.0,1210,11100,1.0,0,0,4,7,1210,0,1955,0,98006,47.5747,-122.145,1280,11100 +4137000250,20150318T000000,355000.0,4,2.5,2130,9268,2.0,0,0,4,8,2130,0,1985,0,98092,47.262,-122.22,2100,8400 +2310010050,20150430T000000,274950.0,3,2.25,1570,8767,1.0,0,0,3,7,1180,390,1990,0,98038,47.3568,-122.038,1570,7434 +1370802115,20141205T000000,1925000.0,3,4.5,3950,6134,2.0,0,3,3,11,2880,1070,1998,0,98199,47.6413,-122.405,3050,5281 +6117900010,20141231T000000,755000.0,3,3.25,3450,15586,2.0,0,0,3,11,2690,760,1989,0,98166,47.4294,-122.343,3560,15046 +2626069030,20150209T000000,1940000.0,4,5.75,7220,223462,2.0,0,4,3,12,6220,1000,2000,0,98053,47.7097,-122.013,2680,7593 +9407102360,20140616T000000,309212.0,3,1.75,1150,9600,1.0,0,0,3,7,1150,0,1979,0,98045,47.4434,-121.774,1520,9976 +104510440,20140604T000000,219950.0,3,2.25,1500,7615,1.0,0,0,3,7,1150,350,1984,0,98023,47.3146,-122.351,1540,8649 +7519000170,20140723T000000,690000.0,3,2.5,1300,5150,1.5,0,0,4,7,1300,0,1920,0,98117,47.6838,-122.362,1400,4017 +2113700500,20141005T000000,250800.0,3,1.75,1290,4000,1.0,0,0,3,6,1170,120,1943,0,98106,47.5309,-122.354,1140,4000 +1560930050,20150325T000000,557500.0,3,2.0,2510,35255,1.0,0,2,3,9,2510,0,1994,0,98038,47.4012,-122.025,3140,36450 +9550204590,20140624T000000,941000.0,4,1.75,2320,3825,1.5,0,0,5,8,1820,500,1926,0,98105,47.6659,-122.327,1940,3825 +4217402115,20150421T000000,3650000.0,6,4.75,5480,19401,1.5,1,4,5,11,3910,1570,1936,0,98105,47.6515,-122.277,3510,15810 +9412710440,20150422T000000,305000.0,4,2.75,2030,8600,1.0,0,0,4,7,1230,800,1977,0,98042,47.3942,-122.16,1810,8600 +6043400006,20140729T000000,815000.0,4,1.5,2060,16110,1.0,0,0,4,8,2060,0,1949,0,98004,47.5983,-122.202,2060,16110 +1024039049,20140512T000000,1015000.0,3,2.5,2920,34527,1.0,0,4,4,9,1800,1120,1954,1983,98116,47.5799,-122.4,2480,7933 +1250204835,20140908T000000,1240000.0,4,3.0,3330,6990,1.5,0,3,5,9,2330,1000,1928,0,98144,47.5886,-122.287,2620,5310 +6388920460,20141226T000000,535000.0,3,2.5,2110,8164,2.0,0,0,3,9,2110,0,1990,0,98056,47.5269,-122.171,2390,7499 +1925059049,20140721T000000,775000.0,3,1.0,1175,10454,1.0,0,0,4,6,1175,0,1949,0,98004,47.6388,-122.218,2010,10800 +7760400420,20140718T000000,255000.0,3,2.0,1590,8670,1.0,0,0,3,7,1590,0,1994,0,98042,47.3725,-122.073,1590,9253 +6163901271,20140811T000000,327000.0,2,1.0,1070,9750,1.0,0,0,3,7,1070,0,1947,0,98155,47.7532,-122.318,1500,8775 +5437200050,20141120T000000,560000.0,4,2.0,2720,8819,2.0,0,3,3,8,2240,480,1976,0,98003,47.338,-122.333,2960,9672 +3885806565,20150130T000000,1339000.0,4,3.5,2980,6349,2.0,0,3,3,9,2980,0,1998,0,98033,47.6819,-122.208,2870,6349 +8651443190,20141204T000000,199500.0,3,1.75,1160,5200,1.0,0,0,4,7,1160,0,1977,0,98042,47.3643,-122.09,1470,5200 +1722069145,20141223T000000,760000.0,4,2.5,3580,97574,2.0,0,0,3,9,3580,0,2004,0,98038,47.3901,-122.071,2510,27068 +7883605985,20150330T000000,439000.0,3,2.25,3020,6000,3.0,0,2,3,8,1980,1040,1994,0,98108,47.5249,-122.319,1150,6000 +4038700190,20140930T000000,527000.0,4,2.25,2380,5250,1.0,0,0,4,7,1410,970,1961,0,98008,47.6164,-122.115,2150,8560 +8661000089,20140716T000000,199950.0,3,2.75,2270,13590,1.5,0,0,4,6,1300,970,1948,0,98022,47.2099,-122.001,1160,13545 +2329800430,20150204T000000,254000.0,3,2.25,1660,8188,2.0,0,0,4,7,1660,0,1988,0,98042,47.3766,-122.115,1660,7000 +6431500280,20150323T000000,393000.0,2,1.0,830,5000,1.0,0,0,4,7,830,0,1921,0,98103,47.6914,-122.352,1110,5000 +6204430250,20141121T000000,585000.0,5,2.25,2480,12614,1.0,0,0,4,8,1860,620,1979,0,98011,47.7393,-122.2,2470,12392 +4365200630,20140716T000000,450000.0,2,2.0,1900,7740,1.0,0,0,4,7,1150,750,1923,0,98126,47.5227,-122.372,1140,7740 +3630120050,20140625T000000,565000.0,2,1.75,1670,4008,1.0,0,0,3,9,1670,0,2005,0,98029,47.5539,-122.001,2330,3752 +7844200050,20140522T000000,330000.0,5,2.25,2000,7900,1.0,0,0,4,7,1300,700,1986,0,98188,47.4291,-122.292,2000,9132 +1240700006,20150511T000000,870000.0,3,2.0,2320,65340,1.5,0,0,3,9,2320,0,1992,0,98074,47.6106,-122.055,3100,59603 +8563000470,20140723T000000,585000.0,4,2.5,1860,8117,1.0,0,0,4,8,1460,400,1966,0,98008,47.6228,-122.104,2040,8199 +3221069091,20141106T000000,500000.0,3,2.5,2110,208737,2.0,0,3,3,9,2110,0,1977,0,98092,47.2674,-122.072,2390,125017 +8645530010,20140515T000000,225000.0,3,2.0,1400,7384,1.0,0,0,3,7,1150,250,1979,0,98058,47.4655,-122.174,1820,7992 +8645530010,20150325T000000,295000.0,3,2.0,1400,7384,1.0,0,0,3,7,1150,250,1979,0,98058,47.4655,-122.174,1820,7992 +2141300420,20140626T000000,775000.0,3,2.75,2850,14800,1.0,0,0,4,9,1920,930,1976,0,98006,47.559,-122.146,3300,10809 +9407101900,20140717T000000,280000.0,3,1.0,1370,11050,1.0,0,0,3,7,1370,0,1981,0,98045,47.4485,-121.776,1520,10000 +1931300425,20140908T000000,539000.0,3,2.5,2170,3200,1.5,0,0,5,7,1280,890,1923,0,98103,47.6543,-122.347,1180,1224 +9290800050,20150324T000000,567500.0,3,1.75,2570,14033,1.0,0,2,4,8,2570,0,1953,0,98166,47.4335,-122.338,2550,16100 +9421500010,20150205T000000,442500.0,4,2.25,1970,7902,1.0,0,0,3,8,1310,660,1960,0,98125,47.7249,-122.298,1860,8021 +3333500151,20150507T000000,598200.0,5,3.75,2980,4635,3.0,0,0,3,8,2980,0,1997,0,98118,47.5508,-122.268,1100,5150 +3759500006,20141014T000000,610000.0,4,2.5,2300,10843,2.0,0,0,5,8,2300,0,1955,0,98033,47.6988,-122.202,1780,10843 +4221270290,20141121T000000,544900.0,3,2.5,1990,4936,2.0,0,0,3,8,1990,0,2004,0,98075,47.5911,-122.018,2250,4815 +1775801405,20141216T000000,557500.0,4,2.5,2390,38258,2.0,0,0,3,8,2390,0,2001,0,98072,47.7433,-122.094,1960,17113 +3575302575,20140811T000000,532500.0,3,2.5,2160,7500,1.0,0,1,3,7,1430,730,1979,0,98074,47.6188,-122.064,1560,7500 +2581300010,20140609T000000,1350000.0,4,3.25,3300,15907,2.0,0,0,5,10,3300,0,1985,0,98040,47.5413,-122.216,2740,11358 +8805900080,20150430T000000,750000.0,3,2.0,1840,2825,1.0,0,0,3,7,1040,800,1920,0,98112,47.6428,-122.302,1820,3750 +8121200460,20141119T000000,530000.0,3,2.5,2030,10958,2.0,0,0,3,8,2030,0,1983,0,98052,47.7251,-122.11,1960,10282 +2461900609,20140717T000000,346100.0,3,2.5,1400,2036,2.0,0,0,3,7,1400,0,2003,0,98136,47.5516,-122.382,1500,2036 +3298600440,20140810T000000,260000.0,4,2.25,2320,16800,2.0,0,0,4,9,2320,0,1977,0,98092,47.2959,-122.166,2700,15680 +643300010,20140829T000000,365000.0,3,1.75,1410,9150,1.0,0,0,5,7,1410,0,1959,0,98006,47.5683,-122.178,1800,9940 +224069102,20140908T000000,615000.0,3,2.0,1860,42800,1.0,0,0,4,7,930,930,1983,0,98075,47.5898,-122.004,1980,11250 +8856960050,20140724T000000,318400.0,4,2.5,1820,6916,2.0,0,0,3,7,1820,0,1994,0,98038,47.3862,-122.029,1680,6995 +4024101478,20150303T000000,498500.0,4,2.5,1910,7172,2.0,0,0,3,8,1910,0,1993,0,98155,47.7615,-122.309,1630,10127 +1839910470,20150408T000000,450000.0,3,1.75,1540,7490,1.0,0,0,5,7,1540,0,1971,0,98034,47.7222,-122.177,1270,7350 +3668000670,20150327T000000,200000.0,3,2.0,1430,7905,1.0,0,0,4,7,1430,0,1988,0,98092,47.2757,-122.145,1870,8400 +1274500420,20140909T000000,234000.0,3,1.0,1010,8906,1.0,0,0,5,7,1010,0,1968,0,98042,47.3627,-122.108,1150,10414 +8151600470,20140804T000000,121800.0,2,1.0,940,8384,1.0,0,0,3,5,940,0,1947,0,98146,47.5065,-122.364,1290,8384 +56000095,20140626T000000,805000.0,3,2.75,2600,5875,1.5,0,2,5,8,1600,1000,1929,0,98116,47.5773,-122.406,2260,5492 +3432500980,20140708T000000,410000.0,4,2.25,2060,7283,1.0,0,0,3,8,1220,840,1963,2013,98155,47.7435,-122.317,1500,8134 +7940700050,20150218T000000,475000.0,3,2.5,1920,4534,2.0,0,0,3,8,1920,0,1986,0,98034,47.7144,-122.204,1380,5100 +1025039292,20141030T000000,1337500.0,4,2.5,2900,21074,2.0,0,0,3,11,2900,0,1986,0,98199,47.6696,-122.416,3390,20000 +3438503140,20140918T000000,269000.0,1,1.0,1020,7920,1.0,0,0,3,7,1020,0,1947,1983,98106,47.5385,-122.355,1000,7168 +7558750190,20140724T000000,573000.0,4,2.25,2150,9520,2.0,0,0,4,8,2150,0,1979,0,98052,47.6885,-122.113,2000,9520 +3395040440,20150327T000000,330000.0,3,2.5,1660,2890,2.0,0,0,3,7,1660,0,2001,0,98108,47.5434,-122.293,1540,2890 +4338800190,20140626T000000,252750.0,4,1.0,1230,7410,1.5,0,0,3,7,1230,0,1944,0,98166,47.4798,-122.344,1020,7648 +8682290670,20150406T000000,745000.0,2,2.5,2170,7546,1.0,0,0,3,8,2170,0,2007,0,98053,47.7242,-122.032,2170,7083 +5113260430,20150304T000000,280000.0,3,2.0,1280,7633,1.0,0,0,3,7,1280,0,1991,0,98038,47.3883,-122.05,1450,6783 +387000190,20150430T000000,535000.0,4,2.5,2240,6920,1.0,0,0,5,8,1380,860,1974,0,98146,47.5011,-122.375,1540,7000 +6844703135,20150312T000000,580000.0,4,1.5,1780,5100,1.0,0,0,3,7,1320,460,1953,0,98115,47.6944,-122.288,1880,5100 +8899000190,20141212T000000,301000.0,3,1.75,1840,7200,1.0,0,0,4,7,1220,620,1968,0,98055,47.456,-122.209,1770,8075 +3275760190,20140624T000000,600000.0,4,1.75,1740,7700,1.0,0,0,5,7,1740,0,1968,0,98008,47.6259,-122.111,1740,8120 +3438500924,20140811T000000,538900.0,5,3.0,3040,6604,2.0,0,0,3,9,3040,0,2005,0,98106,47.548,-122.356,1650,6825 +5104530430,20150209T000000,366000.0,3,2.5,2370,4375,2.0,0,0,3,8,2370,0,2006,0,98038,47.354,-121.999,2380,4606 +5468770250,20140819T000000,303000.0,4,2.5,2100,6783,2.0,0,0,3,8,2100,0,2003,0,98042,47.3504,-122.141,2100,6192 +4318200440,20140522T000000,432000.0,3,2.25,1470,1578,2.0,0,0,3,8,1090,380,2007,0,98136,47.5388,-122.387,1470,1668 +1721800190,20150409T000000,300000.0,2,1.5,1300,6120,1.0,0,0,3,6,820,480,1945,0,98146,47.5088,-122.338,1250,6120 +1250202285,20141020T000000,908800.0,3,3.0,3420,7826,2.0,0,0,4,8,2430,990,1939,0,98144,47.5873,-122.29,980,6300 +2767602945,20140625T000000,500000.0,3,1.5,1190,4750,1.0,0,0,3,7,970,220,1940,0,98107,47.6726,-122.386,1460,4750 +321049090,20140626T000000,254000.0,5,2.0,2080,16117,1.0,0,0,5,7,1740,340,1959,0,98001,47.3424,-122.289,1510,13068 +4443801495,20140917T000000,470000.0,5,1.5,2180,4268,1.5,0,0,4,7,1340,840,1924,0,98117,47.6848,-122.389,1530,3880 +3275750290,20150317T000000,480000.0,3,2.0,1460,7860,1.0,0,0,5,7,1460,0,1967,0,98008,47.6233,-122.108,1850,8148 +2273600460,20150130T000000,536000.0,3,1.75,1530,8503,1.0,0,0,4,7,1150,380,1983,0,98033,47.6872,-122.185,1610,8549 +8562720420,20150430T000000,1349000.0,4,3.5,4740,8611,2.0,0,3,3,11,3640,1100,2006,0,98027,47.5375,-122.07,4042,8321 +1330900250,20140515T000000,550000.0,3,2.25,1980,40887,1.0,0,0,4,8,1980,0,1980,0,98052,47.6478,-122.029,2460,35700 +1099600250,20141202T000000,260000.0,3,1.75,1710,6400,1.0,0,0,4,7,1240,470,1976,0,98023,47.3036,-122.377,1600,6400 +1445200190,20150424T000000,284900.0,2,1.5,1160,982,2.0,0,0,3,7,890,270,2006,0,98155,47.7675,-122.315,1160,1008 +1929300052,20141029T000000,740000.0,3,2.5,2200,3000,2.0,0,0,3,9,1530,670,2002,0,98109,47.6451,-122.35,2200,3300 +7626200280,20141002T000000,425000.0,2,1.0,1170,5000,1.0,0,0,4,7,1030,140,1920,0,98136,47.5449,-122.388,1170,5850 +7211402115,20140902T000000,230000.0,3,1.0,1120,7500,1.0,0,0,3,7,1120,0,1965,0,98146,47.5112,-122.359,1120,5000 +324000280,20150413T000000,675000.0,3,1.5,1710,4000,2.0,0,0,3,8,1710,0,1926,0,98116,47.5714,-122.385,1910,4000 +8091410080,20140729T000000,267500.0,3,1.75,1650,7807,1.0,0,0,3,7,1650,0,1986,0,98030,47.3514,-122.167,1810,8475 +6616000010,20140825T000000,814000.0,4,2.5,2840,8820,1.0,0,2,5,8,1420,1420,1952,0,98118,47.5542,-122.265,2310,8750 +1125069102,20150427T000000,1250000.0,4,3.0,3310,217800,1.5,0,0,3,9,3310,0,1989,0,98053,47.6616,-121.999,2810,217800 +6413600151,20140916T000000,460000.0,3,2.0,1860,7232,1.0,0,0,3,7,1320,540,1985,0,98125,47.7165,-122.319,1830,7220 +2607720420,20150120T000000,445000.0,3,2.5,2250,9608,2.0,0,0,3,8,2250,0,1994,0,98045,47.4865,-121.802,2020,9834 +1854900470,20140924T000000,715000.0,3,2.5,2890,7027,2.0,0,0,3,8,2890,0,2004,0,98074,47.6111,-122.009,2890,7197 +8901000911,20150219T000000,425000.0,3,1.75,2120,5992,1.0,0,0,3,7,1060,1060,1947,0,98125,47.7083,-122.308,1840,11000 +3709600190,20140715T000000,370000.0,4,2.5,2130,4750,2.0,0,0,3,8,2130,0,2009,0,98058,47.4324,-122.184,2130,4071 +537000255,20150429T000000,302000.0,2,1.75,1170,8200,1.0,0,0,4,6,780,390,1937,0,98003,47.3263,-122.305,1780,9020 +4036800170,20140623T000000,453000.0,4,1.75,2120,7420,1.0,0,0,4,7,1060,1060,1956,0,98008,47.6019,-122.13,1540,7420 +5127100190,20140520T000000,290000.0,3,1.75,1280,10716,1.0,0,0,4,7,1280,0,1969,0,98059,47.4755,-122.145,1440,9870 +1762600190,20141229T000000,1035000.0,4,2.5,3170,47502,2.0,0,0,3,10,3170,0,1988,0,98033,47.6495,-122.185,3190,35110 +7796100080,20140520T000000,925000.0,4,2.25,2260,41984,1.0,0,0,4,9,2260,0,1967,0,98033,47.6622,-122.171,2650,37318 +9465910190,20140529T000000,600000.0,3,1.75,2930,19876,1.0,0,0,3,9,2030,900,1993,0,98072,47.7443,-122.17,2740,11499 +9284801845,20140805T000000,354000.0,3,1.5,1060,5750,1.0,0,2,4,7,1060,0,1981,0,98126,47.5512,-122.371,1060,5750 +3210200373,20140617T000000,204950.0,4,1.75,1740,9344,1.0,0,0,3,7,1180,560,1978,0,98023,47.3196,-122.399,1440,12884 +1854900430,20150422T000000,675000.0,4,2.5,2990,5400,2.0,0,0,3,8,2990,0,2005,0,98074,47.6122,-122.009,2890,6538 +2944000050,20150422T000000,995000.0,4,3.25,3530,20012,2.0,0,0,3,11,3530,0,1986,0,98052,47.7193,-122.127,3850,20707 +7971300020,20150331T000000,800000.0,5,2.0,2960,10960,1.0,0,0,4,7,1500,1460,1957,0,98005,47.6162,-122.174,2160,10960 +1542800010,20140909T000000,472500.0,3,2.5,1650,3711,2.0,0,0,3,8,1650,0,1996,0,98052,47.6863,-122.093,1760,3762 +1433500050,20141202T000000,549950.0,4,2.5,2720,13500,1.0,0,0,3,8,1510,1210,1969,0,98007,47.6191,-122.145,2510,12350 +9482700080,20141013T000000,575575.0,3,1.75,1516,2897,1.0,0,0,3,7,998,518,1925,0,98103,47.6842,-122.341,2100,3854 +3303870050,20150303T000000,545000.0,4,3.25,4386,12275,1.0,0,0,3,10,2356,2030,2006,0,98092,47.3329,-122.2,3060,10925 +2071700010,20141119T000000,340000.0,3,2.25,2580,7434,1.0,0,0,3,7,1630,950,1963,0,98133,47.7446,-122.332,1920,7737 +421000430,20150331T000000,225000.0,3,1.0,960,5512,1.0,0,0,4,6,960,0,1963,0,98056,47.4944,-122.165,1090,5837 +2787460430,20141028T000000,299950.0,2,1.75,1460,10506,1.0,0,0,3,7,1460,0,1983,0,98031,47.4048,-122.178,1460,8153 +2436200185,20150223T000000,829900.0,4,3.5,3840,4000,2.0,0,0,3,8,2640,1200,2001,0,98105,47.6642,-122.291,1620,4000 +9542830440,20150330T000000,340000.0,4,2.5,2090,4200,2.0,0,0,3,7,2090,0,2007,0,98038,47.3659,-122.017,2090,4200 +23500190,20141008T000000,515000.0,4,2.25,2470,7800,1.0,0,0,3,8,1470,1000,1975,0,98052,47.6913,-122.115,2050,8050 +3905030190,20140711T000000,601000.0,4,2.5,2090,6906,2.0,0,0,4,8,2090,0,1992,0,98029,47.5718,-121.996,2090,6370 +8079050010,20150504T000000,470000.0,3,2.5,2070,8581,2.0,0,0,3,8,2070,0,1994,0,98059,47.5101,-122.151,2440,7849 +3172600095,20140708T000000,371500.0,3,1.0,1650,6400,1.0,0,0,4,7,980,670,1954,0,98106,47.52,-122.365,1230,6400 +126059242,20141119T000000,550000.0,3,1.75,1880,45738,1.0,0,0,4,8,1410,470,1980,0,98072,47.7662,-122.114,2340,38556 +2944510080,20141214T000000,242550.0,4,2.5,2060,7720,2.0,0,0,3,8,2060,0,1995,0,98023,47.2956,-122.374,1630,7720 +7019000050,20140506T000000,367500.0,3,1.5,1410,9647,1.0,0,0,3,8,1410,0,1961,0,98177,47.7608,-122.361,2090,9272 +7212680460,20140924T000000,359000.0,4,3.5,2770,8763,2.0,0,0,3,8,2100,670,1996,0,98003,47.2625,-122.308,2030,7242 +5706600170,20150311T000000,204900.0,3,2.0,1390,8245,1.0,0,0,2,7,1390,0,1984,0,98001,47.2669,-122.254,1260,8245 +3322049005,20140930T000000,850000.0,4,2.75,5440,239580,1.0,0,0,2,9,2720,2720,1969,0,98001,47.354,-122.293,1970,40392 +7338000950,20141021T000000,187000.0,3,1.5,1280,4452,2.0,0,0,3,6,1280,0,1985,0,98002,47.3344,-122.216,1070,4366 +3323059027,20140528T000000,326000.0,3,2.75,1720,28000,1.0,0,0,4,7,1720,0,1958,0,98058,47.4375,-122.176,2000,41817 +3323059027,20150225T000000,340000.0,3,2.75,1720,28000,1.0,0,0,4,7,1720,0,1958,0,98058,47.4375,-122.176,2000,41817 +5502700005,20140625T000000,330000.0,6,2.25,3040,28535,1.0,0,0,3,8,1890,1150,1951,0,98030,47.3864,-122.223,1360,8250 +7205930050,20150102T000000,782000.0,4,3.5,3780,7769,2.0,0,0,3,9,3110,670,2001,0,98052,47.691,-122.129,3310,7945 +1853200190,20141103T000000,612000.0,4,2.5,2670,5974,2.0,0,0,3,8,2670,0,1999,0,98034,47.7122,-122.231,2140,5729 +2697400020,20141031T000000,400000.0,3,2.0,1350,7216,1.0,0,0,3,7,1350,0,1964,0,98177,47.7616,-122.365,1920,7600 +226039316,20140603T000000,941500.0,5,3.5,3490,9680,2.0,0,4,3,9,2460,1030,1980,0,98177,47.7757,-122.391,3080,13489 +3126049439,20150109T000000,313000.0,2,1.5,870,747,2.0,0,0,3,8,800,70,2004,0,98103,47.6967,-122.342,1710,1280 +3491300052,20150409T000000,735000.0,4,2.25,2410,4250,1.5,0,0,5,7,1460,950,1929,0,98117,47.6849,-122.376,1360,5074 +6662410020,20150319T000000,471000.0,3,1.75,1640,10123,1.0,0,0,3,8,1340,300,1977,0,98011,47.7698,-122.167,2210,10852 +6139100086,20150224T000000,350000.0,3,1.0,1540,9800,1.0,0,0,4,7,1540,0,1950,0,98155,47.7604,-122.329,1560,9450 +5710610670,20140723T000000,530000.0,4,2.5,2370,9601,1.0,0,0,3,8,1570,800,1976,0,98027,47.5327,-122.054,2550,10500 +7503000020,20140507T000000,415000.0,4,3.0,1830,9548,2.0,0,0,3,7,1830,0,1991,0,98028,47.7379,-122.224,1740,9750 +1795920440,20140621T000000,639500.0,4,2.25,2330,8994,2.0,0,0,3,8,2330,0,1986,0,98052,47.7264,-122.104,2330,8396 +3570000130,20140611T000000,580379.0,4,2.75,2240,27820,1.5,0,0,4,8,2240,0,1976,0,98075,47.5936,-122.054,2330,20000 +7853340430,20141119T000000,378000.0,2,2.5,1700,2513,2.0,0,0,3,8,1700,0,2009,0,98065,47.5163,-121.878,1760,2891 +2473380010,20150115T000000,265000.0,3,2.25,1750,9298,1.0,0,0,4,7,1410,340,1969,0,98058,47.4579,-122.164,1720,7875 +3306300630,20140924T000000,212000.0,3,1.75,1100,9750,1.0,0,0,4,6,1100,0,1967,0,98023,47.2955,-122.362,1100,9900 +3222049120,20150123T000000,400000.0,4,3.0,2320,13068,2.0,0,2,3,8,2320,0,1998,0,98198,47.3497,-122.317,2220,25265 +2425059173,20150206T000000,750000.0,4,2.5,2540,6491,2.0,0,0,3,8,2540,0,1997,0,98008,47.6363,-122.117,1990,8447 +1196000007,20140505T000000,384900.0,5,2.5,3090,12750,1.0,0,0,3,8,1750,1340,1968,0,98023,47.3408,-122.335,1760,25919 +8651402910,20140806T000000,176000.0,2,1.0,770,5200,1.0,0,0,5,6,770,0,1969,0,98042,47.3627,-122.087,1150,5330 +3558000130,20140909T000000,350000.0,3,2.75,2370,4632,2.0,0,0,3,7,2370,0,2002,0,98038,47.3794,-122.022,2290,5012 +3830210020,20140729T000000,168000.0,3,1.0,1200,7210,1.0,0,0,4,6,1200,0,1977,0,98030,47.3729,-122.183,1200,7650 +7950302210,20141114T000000,358000.0,4,2.0,2200,3060,1.0,0,0,3,7,1100,1100,1908,2000,98118,47.565,-122.284,1410,5100 +1774200190,20150428T000000,580000.0,3,2.75,2660,32757,1.0,0,0,4,8,2660,0,1975,0,98077,47.7649,-122.098,2720,35191 +3715500170,20140623T000000,442500.0,3,1.75,1600,10280,1.0,0,0,3,7,1050,550,1977,0,98034,47.725,-122.174,1590,8100 +2436700655,20150317T000000,515000.0,2,2.5,1330,1249,3.0,0,0,3,8,1330,0,2004,0,98105,47.6668,-122.285,1430,1328 +5072100095,20141117T000000,554000.0,5,2.5,3440,12900,1.0,0,2,4,8,1720,1720,1958,0,98166,47.4426,-122.342,2100,10751 +305000170,20140610T000000,659000.0,3,2.5,2510,6320,2.0,0,0,3,9,2510,0,1996,0,98075,47.5868,-122.033,2518,5819 +2570300130,20150317T000000,414999.0,4,2.5,2150,10098,1.0,0,0,3,7,1090,1060,1963,0,98034,47.7166,-122.201,1880,10000 +776600130,20140502T000000,275000.0,3,1.5,1180,10277,1.0,0,0,3,6,1180,0,1983,0,98045,47.488,-121.787,1680,11104 +5379802181,20141119T000000,193000.0,2,1.0,680,8640,1.0,0,0,4,5,680,0,1951,0,98188,47.4559,-122.289,1320,13140 +9558020380,20140820T000000,525000.0,4,2.5,2840,4750,2.0,0,0,3,9,2840,0,2002,0,98058,47.4511,-122.121,2460,4750 +3396830020,20141009T000000,424000.0,3,2.5,1820,7500,2.0,0,0,3,8,1820,0,1985,0,98052,47.7155,-122.104,2040,8304 +7519001825,20150108T000000,455000.0,2,1.0,1070,5150,1.0,0,0,4,6,870,200,1908,0,98117,47.6853,-122.366,1520,3860 +2324039069,20140822T000000,463000.0,2,1.0,1250,5650,2.0,0,1,4,7,1250,0,1943,0,98126,47.5495,-122.377,1210,5650 +1245500950,20150504T000000,1100000.0,4,2.5,2190,6300,1.0,0,3,3,7,1240,950,1960,0,98033,47.6918,-122.216,2730,14659 +5100404030,20141208T000000,523000.0,3,1.75,3000,5413,2.0,0,0,4,8,1900,1100,1963,0,98115,47.6962,-122.312,1550,5413 +9542000050,20140808T000000,615000.0,4,1.75,2270,9830,1.0,0,0,4,8,2270,0,1959,0,98005,47.5999,-122.176,2540,11990 +5608000630,20141103T000000,1515000.0,4,4.0,4500,11795,2.0,0,0,3,12,4500,0,1991,0,98027,47.5533,-122.098,3930,11576 +475001235,20140808T000000,870000.0,5,4.0,3400,5000,2.0,0,0,3,8,2320,1080,1900,2013,98107,47.6655,-122.363,1910,5000 +2725069150,20140817T000000,710000.0,3,2.5,2830,9680,2.0,0,0,3,10,2830,0,1991,0,98074,47.6249,-122.024,2970,8691 +9202000080,20140707T000000,215000.0,3,1.0,960,9563,1.0,0,0,5,7,960,0,1967,0,98023,47.2864,-122.357,1280,9600 +225039049,20140908T000000,590000.0,2,1.0,1530,6450,1.0,0,0,4,7,1530,0,1920,0,98117,47.6833,-122.398,1530,5000 +2212500430,20140814T000000,323000.0,5,2.5,2500,13034,1.0,0,0,3,7,1300,1200,1962,0,98092,47.3343,-122.194,2440,13300 +2473100010,20140722T000000,279000.0,4,2.0,1560,7569,1.5,0,0,4,7,1560,0,1966,0,98058,47.4496,-122.155,1480,8755 +2795000080,20140919T000000,535100.0,3,2.25,2070,7207,1.0,0,0,3,8,1720,350,1973,0,98177,47.7735,-122.371,2350,7980 +9541800010,20141027T000000,830000.0,5,2.25,2710,19800,1.0,0,0,5,9,1910,800,1959,0,98005,47.5958,-122.175,2120,16400 +2619920010,20140703T000000,815000.0,4,2.5,3150,4203,2.0,0,0,3,9,3150,0,2002,0,98033,47.688,-122.164,3150,5169 +4046400010,20150309T000000,535900.0,3,2.25,1880,10880,1.0,0,0,3,8,1480,400,1975,0,98008,47.5937,-122.116,2120,10240 +7642200095,20150309T000000,230000.0,3,1.0,1250,8800,1.0,0,0,3,7,1250,0,1955,0,98146,47.497,-122.357,1480,8200 +8899000430,20150217T000000,325500.0,4,1.75,2290,8142,1.0,0,0,4,7,1490,800,1969,0,98055,47.4564,-122.211,1840,8142 +8944750480,20150130T000000,359000.0,3,2.25,1990,4331,2.0,0,0,3,7,1990,0,1997,0,98056,47.4917,-122.167,1690,3688 +7852020660,20140509T000000,505000.0,3,2.5,2100,5824,2.0,0,2,3,8,2100,0,1999,0,98065,47.5334,-121.867,1890,4140 +7789000080,20140930T000000,253905.0,3,1.0,940,8400,1.0,0,0,5,7,940,0,1958,0,98056,47.5112,-122.167,950,8400 +6413100122,20140711T000000,369950.0,3,1.75,1640,4860,1.0,0,0,3,8,1200,440,1965,0,98125,47.7125,-122.32,1480,7200 +8856960280,20150121T000000,350000.0,3,2.25,1860,8378,2.0,0,0,3,7,1860,0,1995,0,98038,47.3875,-122.032,1870,8378 +1868901190,20140807T000000,650000.0,4,2.25,2100,2500,3.0,0,0,3,8,2100,0,2001,0,98115,47.6726,-122.298,1660,4000 +3123039136,20140825T000000,295000.0,3,1.75,1500,15246,1.0,0,0,3,6,1500,0,1925,1998,98070,47.4367,-122.463,1500,16988 +3585300415,20150507T000000,620000.0,3,1.75,1680,28046,1.0,0,3,3,8,1180,500,1948,0,98177,47.7648,-122.37,2190,26308 +2624089007,20150320T000000,1998000.0,2,2.5,3900,920423,2.0,0,0,3,12,3900,0,2009,0,98065,47.5371,-121.756,2720,411962 +4338800170,20140507T000000,246000.0,3,1.0,1400,7410,1.0,0,0,3,6,1400,0,1944,0,98166,47.4798,-122.343,1070,7410 +4046501300,20140916T000000,430000.0,3,2.75,2600,12860,1.0,0,0,3,7,1350,1250,1965,0,98014,47.695,-121.918,2260,12954 +3331001995,20150123T000000,509990.0,3,2.0,1440,4859,2.0,0,0,2,6,1440,0,1921,0,98118,47.5503,-122.285,1360,4558 +802000130,20141209T000000,490000.0,4,1.75,1870,9500,1.0,0,0,4,7,1090,780,1962,0,98033,47.7012,-122.187,2010,10000 +2011400779,20141202T000000,385000.0,4,2.75,2960,10454,1.0,0,1,3,8,2360,600,1979,0,98198,47.4006,-122.322,1870,10500 +8651610660,20150429T000000,769000.0,4,2.5,2440,6733,2.0,0,0,3,9,2440,0,1999,0,98074,47.6374,-122.064,2570,6496 +1788900380,20150212T000000,185000.0,2,1.0,1122,9100,1.0,0,0,4,6,1122,0,1960,0,98023,47.328,-122.341,840,9344 +2121000250,20140509T000000,303500.0,3,1.5,1060,10464,1.0,0,0,4,7,1060,0,1973,0,98034,47.7313,-122.229,1420,10464 +2110900050,20150211T000000,468000.0,4,2.5,2150,8165,1.0,0,0,3,8,1430,720,1957,0,98177,47.773,-122.371,2360,7980 +5469503280,20140721T000000,449950.0,4,2.5,3100,10000,2.0,0,0,3,9,3100,0,1978,0,98042,47.3741,-122.15,1850,9438 +6300000364,20140616T000000,235000.0,2,1.5,880,1805,2.0,0,0,3,7,880,0,1999,0,98133,47.7064,-122.342,880,5060 +2616800050,20141202T000000,520000.0,4,2.5,2490,34947,2.0,0,0,3,9,2150,340,1985,0,98027,47.4823,-122.031,2490,39639 +1446400648,20141106T000000,203000.0,2,1.0,1080,9067,1.0,0,0,3,6,1080,0,1951,0,98168,47.4815,-122.331,1080,6647 +4038700380,20140826T000000,657000.0,5,2.5,2530,10190,1.0,0,0,4,7,1290,1240,1960,0,98008,47.616,-122.115,2040,8560 +9109000050,20140709T000000,275000.0,3,1.0,1200,7800,1.0,0,0,4,7,1200,0,1954,0,98126,47.5196,-122.371,1230,7070 +9465910380,20141024T000000,540000.0,4,2.25,2850,7453,2.0,0,0,3,9,2850,0,1991,0,98072,47.7439,-122.174,2700,8468 +1137400460,20140624T000000,455000.0,4,2.5,2950,4502,2.0,0,0,3,7,2950,0,2005,0,98059,47.5002,-122.151,2360,4502 +2545700020,20141016T000000,458500.0,2,1.75,1160,6828,1.0,0,0,3,7,860,300,1941,0,98115,47.6937,-122.298,1250,6828 +3260570290,20150424T000000,549900.0,4,3.5,3420,4751,2.0,0,0,3,10,3420,0,2003,0,98055,47.4734,-122.193,3490,5700 +5652600185,20140502T000000,750000.0,3,1.75,2240,10578,2.0,0,0,5,8,1550,690,1923,0,98115,47.6954,-122.292,1570,10578 +7347600507,20140623T000000,235000.0,4,1.75,1450,8891,1.5,0,0,3,7,1180,270,1962,0,98168,47.478,-122.278,1450,9013 +1545802850,20140911T000000,286000.0,4,2.5,1820,7930,2.0,0,0,5,7,1820,0,1989,0,98038,47.359,-122.05,1490,7930 +3126059027,20150318T000000,2650000.0,4,3.5,4700,13730,2.0,0,3,3,11,3500,1200,1958,1995,98033,47.6899,-122.217,3210,15306 +8087800430,20150210T000000,602000.0,4,1.75,2430,14000,1.0,0,0,4,7,1580,850,1963,0,98052,47.6554,-122.134,1910,8285 +9547200460,20140820T000000,640000.0,3,1.5,1960,4080,1.5,0,0,3,7,1960,0,1915,0,98115,47.6768,-122.31,1880,4080 +3826501060,20141009T000000,267000.0,3,1.75,1440,10920,1.0,0,0,4,8,1440,0,1977,0,98030,47.3812,-122.168,1720,8260 +5406500430,20150421T000000,712000.0,4,2.5,2730,4385,2.0,0,0,3,8,2730,0,2001,0,98075,47.5975,-122.038,2670,4644 +5417600130,20141010T000000,244500.0,2,1.0,910,9000,1.0,0,0,3,5,910,0,1923,0,98065,47.526,-121.81,1290,9000 +5417600130,20150512T000000,301000.0,2,1.0,910,9000,1.0,0,0,3,5,910,0,1923,0,98065,47.526,-121.81,1290,9000 +2138700345,20140818T000000,990000.0,4,2.5,2430,6325,2.0,0,0,4,8,2020,410,1919,0,98109,47.6413,-122.354,2340,4375 +5611500170,20150422T000000,739999.0,4,2.75,3350,6500,2.0,0,0,3,10,3350,0,1999,0,98075,47.5838,-122.027,2960,6970 +5700002125,20140610T000000,480000.0,4,1.75,2320,4322,1.0,0,0,3,7,1140,1180,1910,0,98144,47.5755,-122.289,1820,4322 +1473200170,20140729T000000,305000.0,3,2.5,1260,1622,3.0,0,0,3,8,1260,0,2009,0,98133,47.7325,-122.343,1340,1188 +2922702965,20150115T000000,703300.0,3,2.0,1980,3525,1.5,0,0,4,8,1590,390,1932,0,98117,47.6847,-122.368,1760,3760 +7895500290,20150330T000000,265000.0,4,1.5,1580,8468,2.0,0,0,4,7,1580,0,1971,0,98001,47.3336,-122.281,1580,8260 +7338200170,20150422T000000,600000.0,4,2.5,2710,35009,2.0,0,2,3,9,2710,0,1992,0,98045,47.4815,-121.714,2330,35040 +6929603769,20140721T000000,253000.0,3,1.0,1400,9750,1.0,0,0,3,7,1400,0,1968,1998,98198,47.3862,-122.304,1640,8050 +9429000170,20150326T000000,617950.0,4,2.5,2410,7950,2.0,0,0,3,8,2410,0,1997,0,98034,47.7185,-122.226,1920,7713 +2114700190,20141212T000000,385000.0,4,3.25,1790,2460,2.0,0,0,4,7,1100,690,2000,0,98106,47.534,-122.346,1260,4040 +323049148,20141219T000000,319000.0,3,2.0,1640,9234,1.0,0,0,5,7,1060,580,1967,0,98118,47.5162,-122.274,2230,10354 +4038700290,20150423T000000,696000.0,3,2.5,1670,8023,1.0,0,0,5,7,1170,500,1960,0,98008,47.615,-122.117,1960,8964 +9284802045,20140630T000000,345000.0,2,1.0,970,5750,1.0,0,0,4,6,970,0,1932,0,98126,47.5518,-122.37,1650,8625 +3188100007,20141022T000000,380000.0,3,2.5,1610,1778,3.0,0,0,3,7,1610,0,2002,0,98115,47.6902,-122.306,1120,2187 +1200019,20140508T000000,647500.0,4,1.75,2060,26036,1.0,0,0,4,8,1160,900,1947,0,98166,47.4444,-122.351,2590,21891 +2616800480,20140925T000000,725000.0,3,2.5,3570,35271,2.0,0,0,3,9,3570,0,1997,0,98027,47.4782,-122.035,3510,37194 +2310000380,20141219T000000,269950.0,3,1.75,1400,7735,1.0,0,0,4,7,1400,0,1989,0,98038,47.357,-122.04,1530,7754 +4054560170,20140611T000000,875000.0,4,2.5,3470,32109,2.0,0,0,3,10,3470,0,1995,0,98077,47.7311,-122.036,3800,35181 +7972601900,20140530T000000,299950.0,3,1.0,1210,9525,1.0,0,0,3,7,1210,0,1955,0,98106,47.5274,-122.345,1680,7620 +3391500050,20140703T000000,1875000.0,4,3.25,3930,10929,2.0,0,0,3,10,3930,0,2006,0,98004,47.6259,-122.194,1780,9999 +8132700190,20140602T000000,430000.0,2,1.0,990,4802,1.0,0,0,3,7,990,0,1947,0,98117,47.6876,-122.395,1180,5000 +3904990430,20150129T000000,495000.0,5,2.5,2200,4942,2.0,0,0,3,8,2200,0,1989,0,98029,47.5772,-122.001,2200,5924 +5469700052,20141113T000000,275000.0,3,1.5,1510,16200,1.0,0,0,3,7,1510,0,1970,0,98031,47.3926,-122.167,1650,13950 +4006000509,20140916T000000,333000.0,3,1.0,1620,5040,1.0,0,0,3,7,1120,500,1964,0,98118,47.5263,-122.286,1790,6178 +9269750460,20140519T000000,247000.0,3,2.25,1580,7941,2.0,0,0,4,7,1580,0,1986,0,98023,47.2843,-122.357,1730,8051 +2721059173,20150309T000000,204555.0,3,1.75,1260,15000,1.5,0,0,4,7,1260,0,1983,0,98092,47.2737,-122.153,2400,21715 +3981200660,20140715T000000,432000.0,3,2.0,2190,13673,1.0,0,0,4,9,2190,0,1994,0,98042,47.3542,-122.098,2770,13804 +4012800050,20140521T000000,175000.0,3,1.75,1230,13056,1.0,0,0,4,7,1230,0,1962,0,98001,47.3171,-122.279,1690,15750 +3275750050,20150320T000000,556300.0,4,2.5,2030,7140,1.0,0,0,4,7,1400,630,1968,0,98008,47.6244,-122.109,1800,7565 +8572900275,20140625T000000,286000.0,2,1.0,780,3475,1.0,0,0,4,5,780,0,1930,0,98045,47.4944,-121.789,1210,6769 +993000950,20140906T000000,320000.0,2,1.5,1110,1200,3.0,0,0,3,8,1110,0,2000,0,98103,47.6931,-122.342,1110,1363 +426069099,20150420T000000,815000.0,3,2.5,2790,53143,2.0,0,0,4,9,2790,0,1991,0,98077,47.7687,-122.036,2740,47916 +3276180020,20150327T000000,385000.0,4,1.75,1660,10757,1.0,0,0,3,7,1000,660,1980,0,98056,47.5071,-122.194,1880,8319 +5700001640,20140508T000000,1039000.0,4,1.0,3410,5000,2.0,0,0,5,8,2190,1220,1910,0,98144,47.5807,-122.291,2550,5000 +9264940130,20141028T000000,350000.0,4,2.25,2390,13002,2.0,0,0,3,8,2390,0,1987,0,98023,47.3111,-122.35,2450,11200 +7300400670,20140729T000000,277000.0,4,2.5,1850,5880,2.0,0,0,3,8,1850,0,1998,0,98092,47.3322,-122.173,2370,6500 +4112100101,20150219T000000,415000.0,6,2.0,2500,5200,1.0,0,0,3,8,1250,1250,1966,0,98118,47.5517,-122.268,1800,5200 +6163901381,20141204T000000,295000.0,3,1.0,1000,8320,1.0,0,0,5,6,1000,0,1951,0,98155,47.7548,-122.316,1090,8450 +7603100020,20140805T000000,969000.0,4,2.0,2450,5000,2.0,0,4,5,8,2200,250,1919,0,98116,47.5619,-122.405,2360,6090 +4302200415,20141104T000000,339888.0,4,1.75,1440,6144,1.0,0,0,5,6,720,720,1947,0,98106,47.5257,-122.357,960,5160 +3876760430,20140822T000000,269950.0,3,2.25,1660,7003,2.0,0,0,3,7,1660,0,1996,0,98030,47.3599,-122.188,1840,6680 +3754501235,20141001T000000,1185000.0,3,2.5,2510,4600,2.0,0,2,3,10,2510,0,2006,0,98034,47.7051,-122.223,2560,7500 +8691330500,20141216T000000,780000.0,4,2.5,3090,12511,2.0,0,0,4,10,3090,0,1998,0,98075,47.5932,-121.983,3100,10882 +8651401680,20150408T000000,198000.0,3,1.0,860,5185,1.0,0,0,4,6,860,0,1968,0,98042,47.3634,-122.086,1120,5494 +8011100050,20150508T000000,350000.0,2,1.0,1220,28703,1.0,0,0,4,7,1220,0,1953,0,98056,47.4952,-122.172,2740,6720 +3768000280,20141201T000000,350000.0,3,1.0,1010,7680,1.0,0,0,4,7,1010,0,1967,0,98034,47.732,-122.231,1320,7373 +1321710460,20141206T000000,319000.0,4,2.25,2390,7350,2.0,0,0,3,8,2390,0,1990,0,98023,47.2938,-122.348,2390,7350 +8731981680,20140908T000000,311000.0,4,2.25,3340,8000,2.0,0,0,4,8,3340,0,1973,0,98023,47.317,-122.385,2230,8000 +7714000250,20141018T000000,394000.0,5,3.25,3620,4650,2.0,0,0,3,8,2790,830,2004,0,98038,47.3552,-122.026,2850,4650 +1336800010,20140613T000000,1335000.0,5,2.25,4200,5800,2.5,0,0,4,9,2910,1290,1906,0,98112,47.6284,-122.312,3060,5800 +5442300807,20140624T000000,2700000.0,5,2.75,3831,13800,2.0,1,4,3,9,3831,0,1959,1980,98040,47.5919,-122.251,3850,36563 +6190701112,20141125T000000,396000.0,3,1.0,1980,9540,1.0,0,0,3,7,1080,900,1949,0,98133,47.7551,-122.353,1680,9529 +2680700280,20150402T000000,809000.0,4,1.75,1790,8372,1.0,0,0,4,8,1340,450,1976,0,98033,47.6605,-122.189,2180,10500 +1025059181,20140722T000000,480000.0,3,2.0,1580,7400,1.0,0,0,3,7,1050,530,1977,0,98052,47.6715,-122.162,1560,7458 +3856900005,20140909T000000,535000.0,6,1.75,2460,6000,1.0,0,0,4,7,1230,1230,1913,0,98115,47.6721,-122.323,1560,4275 +4302700425,20150213T000000,425000.0,5,2.75,2110,5120,2.0,0,0,3,7,1870,240,1947,1983,98106,47.5294,-122.357,1580,5120 +6824100005,20140801T000000,408000.0,3,2.5,1470,1204,3.0,0,0,3,8,1470,0,2006,0,98117,47.6998,-122.366,1460,1245 +3625600190,20150409T000000,1255000.0,4,2.5,3510,13100,2.0,0,0,4,10,3510,0,1966,0,98040,47.5306,-122.227,3230,12745 +7588700177,20150420T000000,310000.0,1,0.75,520,2885,1.0,0,0,4,6,520,0,1947,0,98117,47.6886,-122.378,980,4241 +3303950080,20141103T000000,292000.0,3,2.5,1950,7421,2.0,0,0,3,8,1950,0,1996,0,98038,47.3842,-122.036,2200,4668 +985000950,20150227T000000,217000.0,2,1.0,770,9715,1.0,0,0,4,6,770,0,1942,0,98168,47.4924,-122.312,1140,9715 +8011100005,20150127T000000,398500.0,4,2.5,2250,6064,2.0,0,0,3,8,2250,0,2005,0,98056,47.4956,-122.174,1520,7840 +5316100980,20150326T000000,2250000.0,3,3.0,4040,7200,1.5,0,2,4,9,3340,700,1930,0,98112,47.6288,-122.284,3450,10800 +6819100345,20150325T000000,700000.0,4,1.75,2360,6000,1.0,0,0,3,7,1280,1080,1955,0,98109,47.6465,-122.357,1700,3460 +3276930420,20140912T000000,585000.0,4,2.5,2330,45860,2.0,0,0,3,9,2330,0,1989,0,98075,47.5842,-121.992,2930,5020 +6648900005,20141008T000000,399950.0,3,1.0,1720,8910,1.0,0,0,4,7,1720,0,1954,0,98155,47.7736,-122.296,1870,8640 +6083000050,20140613T000000,235000.0,3,1.75,1900,8540,1.0,0,0,3,6,950,950,1980,0,98168,47.4868,-122.303,1370,10204 +1180008315,20140715T000000,212000.0,3,1.0,1040,6800,1.0,0,0,5,6,1040,0,1951,0,98178,47.492,-122.224,1430,6080 +8651510380,20140821T000000,310000.0,3,2.0,2070,9195,1.0,0,0,3,8,1220,850,1982,0,98074,47.6491,-122.061,2080,9551 +8651510380,20141216T000000,539000.0,3,2.0,2070,9195,1.0,0,0,3,8,1220,850,1982,0,98074,47.6491,-122.061,2080,9551 +9826701794,20141205T000000,390000.0,3,3.0,1550,1608,2.0,0,0,3,8,1280,270,2001,0,98122,47.6042,-122.303,1940,1883 +2790400380,20141201T000000,560000.0,3,2.5,2020,11935,1.0,0,0,4,9,2020,0,1976,0,98052,47.632,-122.092,2410,12350 +6979940050,20140916T000000,800000.0,5,2.5,3320,9024,2.0,0,0,3,9,3320,0,1999,0,98075,47.5865,-122.056,3320,7665 +1727001300,20140609T000000,1900000.0,4,3.25,4130,112521,2.0,0,0,3,11,4130,0,1978,0,98005,47.6392,-122.165,3140,26147 +686100380,20141027T000000,472000.0,5,2.0,2030,9804,1.0,0,0,3,7,1110,920,1963,0,98008,47.6297,-122.114,1930,7990 +4037400280,20140923T000000,502550.0,3,1.75,1770,7875,1.0,0,0,4,7,1170,600,1958,0,98008,47.606,-122.125,1670,8000 +8691400010,20150327T000000,830000.0,4,3.25,3330,7809,2.0,0,0,3,9,3330,0,2004,0,98075,47.5977,-121.976,3100,6465 +1450300050,20140723T000000,224950.0,4,2.5,2260,9686,1.0,0,0,4,7,1520,740,1965,0,98002,47.286,-122.218,1750,9916 +4024101440,20140618T000000,375000.0,3,2.5,1950,6871,2.0,0,0,3,8,1950,0,1997,0,98155,47.7603,-122.307,1950,7663 +624100010,20141208T000000,645000.0,3,2.5,2930,19900,1.5,0,0,3,9,2930,0,1983,0,98077,47.7234,-122.066,3160,20492 +9523102580,20140523T000000,599000.0,3,2.75,1960,2500,1.5,0,0,5,7,1410,550,1926,0,98103,47.6744,-122.353,2040,5000 +7429000130,20150509T000000,515000.0,4,2.5,2980,12534,2.0,0,0,3,9,2980,0,1996,0,98031,47.3999,-122.211,2630,12534 +7335400345,20140528T000000,135000.0,2,1.0,780,6685,1.0,0,0,4,5,780,0,1948,0,98002,47.305,-122.215,880,6695 +7215721330,20141023T000000,485000.0,3,2.5,1650,4218,2.0,0,0,3,8,1650,0,2000,0,98075,47.5998,-122.016,1650,4559 +3117100130,20140714T000000,890000.0,3,3.25,4030,12765,2.0,0,0,4,9,2800,1230,1975,0,98005,47.6331,-122.166,2670,13447 +2868900020,20150408T000000,215000.0,3,1.0,1010,10125,1.0,0,0,4,7,1010,0,1972,0,98042,47.3423,-122.088,1230,10125 +5703500130,20141217T000000,299500.0,3,1.0,1190,9600,1.0,0,0,3,7,1190,0,1981,0,98045,47.4805,-121.762,1360,10140 +3025059136,20140813T000000,800000.0,2,1.0,1050,8750,1.0,0,0,4,7,1050,0,1951,0,98004,47.6294,-122.215,3360,20115 +6679000130,20150209T000000,275000.0,3,2.5,1560,4244,2.0,0,0,3,7,1560,0,2002,0,98038,47.3834,-122.027,1670,4251 +4222500020,20150219T000000,256400.0,3,1.5,1490,7800,1.0,0,0,3,7,1010,480,1963,0,98003,47.3431,-122.304,1570,7800 +3997500130,20150224T000000,310000.0,2,1.0,770,8149,1.0,0,0,4,6,770,0,1948,0,98155,47.7439,-122.301,820,8149 +9834201205,20150304T000000,385000.0,1,1.0,620,5100,1.0,0,0,3,6,620,0,1954,0,98144,47.5699,-122.287,1540,2676 +806000020,20150310T000000,203000.0,3,1.5,1200,9120,1.0,0,0,3,7,1000,200,1963,0,98055,47.4545,-122.187,1640,9200 +507100005,20150310T000000,285000.0,4,2.0,2120,6865,1.0,0,0,3,7,1060,1060,1954,0,98133,47.7775,-122.337,1460,7780 +8635760480,20150127T000000,473975.0,3,2.5,2330,3610,2.0,0,0,3,8,2330,0,1999,0,98074,47.6022,-122.021,1830,2948 +1328330190,20140714T000000,320000.0,3,1.75,2000,9760,1.0,0,0,4,8,1400,600,1978,0,98058,47.4417,-122.134,1890,8089 +2919702040,20140612T000000,599000.0,5,2.75,2820,4608,1.0,0,0,3,7,1450,1370,1967,0,98117,47.6886,-122.361,1620,3840 +3095000095,20140714T000000,580000.0,3,2.0,2040,4800,1.0,0,0,4,7,1020,1020,1925,0,98126,47.5561,-122.377,1640,4800 +304100010,20141209T000000,269500.0,4,2.25,1700,7056,2.0,0,0,3,7,1700,0,1999,0,98001,47.3385,-122.262,1650,6025 +617000089,20141117T000000,274000.0,2,1.0,820,6200,1.0,0,0,4,6,820,0,1954,0,98166,47.4163,-122.34,1410,14000 +3582750280,20150326T000000,347000.0,2,1.75,1315,2162,2.0,0,0,4,8,1315,0,1974,0,98028,47.752,-122.253,1640,2128 +3438500430,20140521T000000,270000.0,3,1.75,1390,10905,1.0,0,0,3,6,860,530,1957,0,98106,47.5517,-122.36,1390,10839 +8964800225,20150303T000000,1430000.0,3,2.0,1890,12017,1.0,0,2,3,8,1890,0,1949,0,98004,47.6203,-122.21,2000,12210 +2013801350,20150220T000000,220000.0,3,1.75,1460,7226,1.0,0,0,3,7,1460,0,1993,0,98198,47.3839,-122.321,1760,7226 +1320069163,20150304T000000,243000.0,3,1.0,1480,15416,1.0,0,2,4,8,1480,0,1955,0,98022,47.2142,-121.987,1190,10758 +7549800168,20140527T000000,457500.0,3,1.75,1840,4030,1.0,0,0,5,7,1050,790,1925,0,98108,47.5549,-122.311,1840,5040 +3226049466,20141219T000000,340000.0,2,1.75,1880,7208,1.0,0,0,3,7,940,940,1951,0,98115,47.6946,-122.328,1880,8051 +9822700285,20140918T000000,657500.0,4,1.5,1910,5000,1.5,0,0,3,7,1610,300,1912,0,98105,47.6597,-122.29,2170,5000 +538000250,20150112T000000,332500.0,4,2.5,2220,4720,2.0,0,0,3,7,2220,0,1998,0,98038,47.3541,-122.024,2090,4717 +5702450250,20140717T000000,340000.0,3,2.0,1410,10015,1.0,0,3,3,6,1410,0,1993,0,98045,47.4948,-121.776,1570,10485 +8835900086,20140902T000000,350000.0,4,3.0,3380,16133,1.0,0,1,3,8,2330,1050,1959,0,98118,47.5501,-122.261,2500,11100 +3333002302,20150213T000000,428000.0,4,2.5,1950,5602,1.0,0,0,5,7,1120,830,1966,0,98118,47.5437,-122.291,2000,6050 +7787120500,20150504T000000,515055.0,4,2.5,2400,8320,2.0,0,0,3,8,2400,0,1999,0,98045,47.4808,-121.781,2430,9258 +3361400190,20150226T000000,190000.0,3,1.0,1040,8910,1.0,0,0,3,6,1040,0,1943,0,98168,47.5024,-122.32,1330,9720 +1024039001,20140717T000000,1000000.0,4,2.75,3090,16538,3.0,0,0,4,8,2590,500,1919,1987,98116,47.5803,-122.403,1500,5130 +6806100420,20141119T000000,299000.0,3,2.5,1850,4600,2.0,0,0,3,7,1850,0,2005,0,98058,47.4661,-122.145,2160,4751 +3204300225,20141103T000000,508000.0,2,1.0,1200,2500,2.0,0,2,3,7,1090,110,1927,0,98112,47.6304,-122.301,2690,4800 +8857640420,20141001T000000,294000.0,4,2.25,2190,3746,2.0,0,0,3,8,2190,0,2005,0,98038,47.3896,-122.034,2200,3591 +4443800130,20141024T000000,320000.0,2,1.0,1380,5820,1.0,0,0,3,7,1380,0,1918,1976,98117,47.6875,-122.392,1540,4076 +3449800290,20150406T000000,641000.0,5,2.75,3710,8674,2.0,0,0,3,9,3710,0,1996,0,98056,47.514,-122.176,3250,8678 +2426059071,20141021T000000,675000.0,3,2.5,2320,98445,1.0,0,0,4,8,1380,940,1978,0,98072,47.7323,-122.116,2830,54014 +2618300190,20141224T000000,255000.0,3,1.5,1110,10296,1.0,0,0,5,7,1110,0,1964,0,98042,47.422,-122.153,1330,10296 +6181400920,20150430T000000,286651.0,3,2.5,1830,4997,2.0,0,0,3,7,1830,0,2004,0,98001,47.3035,-122.283,2488,4998 +424069150,20150213T000000,607500.0,4,2.5,2460,45738,1.0,0,0,4,8,1650,810,1969,0,98075,47.5952,-122.056,2550,32040 +856000255,20150203T000000,765000.0,3,1.0,1270,6500,1.0,0,0,4,7,1270,0,1956,0,98033,47.6874,-122.214,2260,7200 +1841500050,20141020T000000,334950.0,4,1.75,1700,40973,1.0,0,0,3,8,1700,0,1961,0,98031,47.3439,-122.198,2760,40973 +3226059071,20140819T000000,426000.0,3,1.0,1130,9147,1.0,0,0,5,7,1130,0,1952,0,98033,47.7006,-122.197,1930,9906 +524059093,20140825T000000,775000.0,3,1.75,1640,18730,1.5,0,0,4,7,1640,0,1946,0,98004,47.5975,-122.196,1670,12154 +1568100225,20141204T000000,343000.0,2,1.5,1040,8526,1.0,0,0,5,6,1040,0,1953,0,98155,47.7349,-122.295,1310,8504 +4027700726,20140908T000000,470101.0,4,2.5,2320,7800,2.0,0,0,3,8,2320,0,1986,0,98028,47.7738,-122.266,2090,5721 +5198600005,20150505T000000,195000.0,3,1.5,1200,7800,1.0,0,0,4,7,1200,0,1958,0,98002,47.3137,-122.212,1390,8415 +7677300010,20150303T000000,772500.0,4,1.0,1720,4410,1.5,0,2,3,7,1720,0,1928,0,98117,47.6791,-122.402,2140,4500 +7979900006,20140625T000000,450000.0,3,1.5,2330,11740,1.0,0,0,3,8,1330,1000,1954,0,98155,47.7481,-122.292,2630,11740 +1102000527,20140902T000000,1437500.0,4,3.75,4410,9231,3.0,0,3,3,11,4410,0,2001,0,98118,47.5427,-122.265,2160,6600 +1115800440,20140918T000000,525000.0,4,1.75,1650,8560,1.0,0,0,3,8,1650,0,1970,0,98052,47.6652,-122.146,1700,8560 +9407110680,20141008T000000,280000.0,3,1.5,1370,11400,2.0,0,0,3,7,1370,0,1980,0,98045,47.4477,-121.77,1390,9600 +6084601060,20140718T000000,270000.0,3,2.5,1770,8640,1.0,0,0,3,7,1420,350,1986,0,98001,47.326,-122.273,1894,7974 +993001330,20140505T000000,406100.0,3,2.25,1410,1332,3.0,0,0,3,8,1410,0,2005,0,98103,47.6916,-122.34,1430,1448 +2475200290,20141020T000000,332544.0,2,1.75,1710,4187,1.0,0,0,3,7,1710,0,1987,0,98055,47.4732,-122.188,1760,4084 +5381000048,20150427T000000,110000.0,2,1.0,790,8250,1.0,0,0,3,6,790,0,1947,0,98188,47.4523,-122.286,900,8250 +5605000595,20141209T000000,685000.0,6,2.25,2770,5854,1.5,0,0,3,8,2120,650,1921,0,98112,47.6466,-122.304,2300,5450 +1124000050,20140729T000000,461000.0,4,1.0,1260,8505,1.5,0,0,5,7,1260,0,1951,0,98177,47.7181,-122.371,1480,8100 +3558900430,20150414T000000,615000.0,3,2.25,2300,8067,1.0,0,0,4,8,1300,1000,1979,0,98034,47.7091,-122.198,2120,9524 +2708100130,20150503T000000,550000.0,2,1.0,1070,3000,1.0,0,0,4,7,870,200,1926,0,98103,47.6828,-122.353,1890,3300 +1236300290,20141022T000000,1060000.0,4,3.5,3850,8100,2.0,0,1,3,11,2430,1420,1995,0,98033,47.6855,-122.19,2620,9346 +525069099,20141022T000000,685000.0,3,2.5,2320,219978,2.0,0,0,4,8,2320,0,1993,0,98053,47.6847,-122.064,2340,88862 +3262300235,20141126T000000,1555000.0,5,2.5,2870,16238,2.0,0,0,4,8,2870,0,1962,0,98039,47.6308,-122.238,2870,16238 +5104510130,20140603T000000,312000.0,4,2.5,1830,5175,2.0,0,0,3,7,1830,0,2003,0,98038,47.3565,-122.016,1830,5175 +7197350050,20140701T000000,507500.0,3,1.75,1990,9594,1.0,0,0,3,8,1190,800,1977,0,98052,47.6617,-122.137,1930,9765 +2822049148,20140918T000000,217000.0,3,1.0,1110,9827,1.0,0,0,3,7,1110,0,1966,0,98198,47.369,-122.311,1540,10187 +7558300170,20141212T000000,439000.0,3,2.25,1830,13477,1.0,0,3,4,7,1170,660,1981,0,98034,47.7243,-122.21,1960,11344 +7852190050,20140626T000000,620000.0,6,3.5,3600,6875,2.0,0,0,3,8,2740,860,2004,0,98065,47.5401,-121.879,3150,6663 +1277000020,20140812T000000,915000.0,4,2.5,3210,8532,2.0,0,0,3,10,3210,0,1998,0,98007,47.625,-122.144,2950,6753 +567000660,20141204T000000,425000.0,4,2.0,1490,5300,1.0,0,0,3,7,1110,380,1977,0,98144,47.5949,-122.296,1330,1499 +9214400396,20150227T000000,435000.0,2,1.0,990,5643,1.0,0,0,3,7,870,120,1947,0,98115,47.6802,-122.298,1280,5700 +9406520290,20141229T000000,305000.0,3,2.25,1646,12414,2.0,0,0,3,7,1646,0,1996,0,98038,47.363,-122.035,1654,8734 +2112700895,20150326T000000,276000.0,2,1.0,720,4000,1.0,0,0,3,6,720,0,1918,0,98106,47.5346,-122.353,1630,4000 +2474400250,20140630T000000,327500.0,3,2.25,2310,7200,2.0,0,0,3,8,2310,0,1990,0,98031,47.4051,-122.193,1960,7201 +3889100029,20140617T000000,810000.0,3,2.5,2670,10481,2.0,0,0,3,9,2670,0,2003,0,98033,47.6673,-122.176,2620,8895 +11501310,20141121T000000,715000.0,3,3.25,3060,9055,2.0,0,0,3,10,2460,600,1994,0,98052,47.6971,-122.101,2990,9598 +5672000020,20140805T000000,272000.0,3,1.5,1380,11760,1.0,0,0,4,7,1380,0,1963,0,98055,47.4243,-122.202,1650,9855 +6668900005,20150421T000000,266000.0,2,1.0,700,5559,1.0,0,0,5,6,700,0,1949,0,98155,47.7492,-122.311,1230,8100 +2346800005,20150427T000000,543000.0,3,1.5,1710,8364,2.0,0,2,3,7,1710,0,1944,0,98136,47.5175,-122.393,2430,9040 +2872900050,20141007T000000,400000.0,3,2.5,1450,8064,1.0,0,0,3,8,1450,0,1984,0,98074,47.6256,-122.037,1710,9554 +4040600190,20140806T000000,509500.0,5,2.25,2060,9000,1.0,0,0,4,7,1320,740,1961,0,98007,47.6122,-122.137,2050,8800 +7129301578,20140521T000000,495000.0,3,3.5,2380,6250,2.0,0,3,3,8,1670,710,1997,0,98118,47.5137,-122.252,2540,4010 +3955900500,20150313T000000,424950.0,4,2.5,2760,5564,2.0,0,0,3,7,2760,0,2001,0,98056,47.4814,-122.189,2670,5626 +7788400170,20140926T000000,230000.0,3,1.0,940,10875,1.0,0,0,3,7,940,0,1957,0,98056,47.5121,-122.168,1250,11200 +3831000010,20140806T000000,235000.0,4,1.5,1760,6150,1.5,0,0,3,7,1760,0,1951,0,98031,47.3871,-122.224,1760,8276 +3885803895,20150309T000000,763000.0,3,2.0,1360,8752,1.0,0,2,4,6,1360,0,1942,0,98033,47.6879,-122.208,2530,7680 +3810000480,20140919T000000,350000.0,3,1.75,2010,6150,2.0,0,0,5,7,2010,0,1939,0,98178,47.4975,-122.231,1770,7380 +6169901197,20141126T000000,900000.0,3,1.5,2160,2260,2.0,0,2,5,8,1620,540,1917,0,98119,47.6321,-122.371,2570,2400 +6882520050,20141007T000000,250000.0,3,1.0,930,6060,1.0,0,0,4,6,930,0,1973,0,98118,47.5289,-122.28,1640,6364 +2608300103,20150126T000000,225000.0,3,2.5,1020,2040,2.0,0,0,3,7,720,300,2004,0,98106,47.5294,-122.361,1060,1478 +3530400080,20141226T000000,255000.0,2,2.0,1360,5433,1.0,0,0,3,8,1360,0,1974,2003,98198,47.3804,-122.32,1160,5264 +1099760470,20140604T000000,161700.0,4,1.75,1720,7200,1.0,0,0,3,7,1220,500,1974,0,98023,47.306,-122.375,1790,7200 +4327600010,20150202T000000,336000.0,3,3.0,1790,13350,1.0,0,0,3,7,1190,600,1988,0,98178,47.4958,-122.262,1740,10624 +6150200005,20141023T000000,410500.0,3,1.0,1150,6800,1.0,0,0,3,7,1150,0,1954,0,98133,47.727,-122.339,1210,6800 +4019300480,20141111T000000,502700.0,4,3.5,2710,14016,2.0,0,0,4,8,2710,0,1968,0,98155,47.7601,-122.286,1590,27903 +6855100010,20140923T000000,505000.0,3,2.5,2400,9601,1.0,0,0,5,7,1390,1010,1977,0,98034,47.7256,-122.211,2010,9943 +5249801440,20141216T000000,250000.0,3,1.0,1660,7650,1.5,0,0,3,7,1350,310,1910,0,98118,47.5576,-122.277,1750,5760 +5249801440,20150422T000000,570000.0,3,1.0,1660,7650,1.5,0,0,3,7,1350,310,1910,0,98118,47.5576,-122.277,1750,5760 +7524350080,20150318T000000,349900.0,4,2.5,2290,8796,2.0,0,0,3,8,2290,0,1994,0,98198,47.3762,-122.318,2130,8796 +1137800460,20141209T000000,465000.0,3,2.5,2870,25663,2.0,0,0,3,10,2870,0,1988,0,98003,47.2769,-122.333,2950,24347 +587550280,20140530T000000,625000.0,4,3.25,4240,25639,2.0,0,3,3,10,3550,690,1989,0,98023,47.3241,-122.378,3590,24967 +871001365,20150219T000000,655000.0,3,1.75,1800,5102,1.0,0,0,3,7,1170,630,1952,0,98199,47.6514,-122.407,1720,5102 +1430800279,20150327T000000,469000.0,4,1.75,2960,11347,1.0,0,0,4,8,1570,1390,1946,0,98166,47.4738,-122.353,1660,8911 +1226039130,20141009T000000,355000.0,3,2.25,1980,7200,1.0,0,0,3,8,1300,680,1964,0,98177,47.7625,-122.36,1820,8250 +7254000050,20150224T000000,596000.0,3,2.5,1730,2631,2.0,0,0,3,8,1730,0,2001,0,98005,47.5878,-122.165,1730,2751 +3530200020,20150402T000000,790000.0,4,2.5,3020,36893,2.0,0,0,3,9,3020,0,1986,2007,98077,47.768,-122.092,3020,36444 +2386000020,20141008T000000,885000.0,4,2.25,4470,86225,2.0,0,0,3,10,4470,0,1991,0,98053,47.6377,-121.985,3850,97049 +6738700225,20140912T000000,1030000.0,4,3.25,2830,4000,2.0,0,0,3,9,1910,920,1912,2012,98144,47.5845,-122.291,2740,4000 +6821600005,20150403T000000,710000.0,4,1.75,2120,5400,1.0,0,0,4,8,1060,1060,1941,0,98199,47.6501,-122.395,2052,6000 +3579000010,20140814T000000,428040.0,3,2.5,2150,9266,2.0,0,0,3,8,2150,0,1988,0,98028,47.7445,-122.248,2150,12550 +9359100101,20150414T000000,1370000.0,5,2.25,3510,13843,1.0,0,2,3,8,1850,1660,1959,0,98040,47.5817,-122.246,2680,8750 +6819100122,20140605T000000,546000.0,2,1.0,970,3400,1.0,0,0,3,7,970,0,1924,0,98109,47.6444,-122.357,1180,3600 +3908100020,20140803T000000,540000.0,4,1.0,1360,5766,1.5,0,0,5,7,1360,0,1951,0,98115,47.6827,-122.289,1500,5704 +6392001950,20140908T000000,435000.0,3,2.5,1470,3000,1.0,0,0,3,7,930,540,1985,0,98115,47.6832,-122.286,1470,5588 +2872900280,20150406T000000,540000.0,4,2.25,3040,10283,1.0,0,0,4,8,1430,1610,1984,0,98074,47.6268,-122.038,1870,11074 +6437400101,20141113T000000,284000.0,2,1.0,860,7204,1.0,0,0,3,7,860,0,1918,0,98106,47.5361,-122.351,1200,7500 +7227502155,20140714T000000,208000.0,2,1.0,820,5700,1.0,0,0,5,5,820,0,1942,0,98056,47.4915,-122.184,1000,5700 +1115100169,20141203T000000,315000.0,3,1.75,1900,7076,1.0,0,0,3,7,1130,770,1977,0,98155,47.7569,-122.326,1540,10113 +2919702705,20140731T000000,417500.0,2,1.0,1330,5510,1.0,0,0,3,6,850,480,1910,0,98117,47.6901,-122.362,1200,4150 +7302000500,20140917T000000,345000.0,3,1.75,1240,38095,1.0,0,0,3,7,1240,0,1978,0,98053,47.6522,-121.97,2060,38552 +6021503656,20140902T000000,375000.0,3,2.5,1330,1064,3.0,0,0,3,8,1330,0,2004,0,98117,47.6835,-122.387,1330,1113 +8665200020,20140623T000000,389800.0,3,1.75,1880,12821,1.0,0,0,3,7,1880,0,1959,0,98155,47.7681,-122.305,1540,12868 +3288301330,20150408T000000,475000.0,3,1.75,1890,7560,1.0,0,0,3,8,1430,460,1973,0,98034,47.7322,-122.185,1890,9095 +2621700010,20140508T000000,569000.0,4,2.25,2250,41688,2.0,0,0,3,8,2250,0,1980,0,98053,47.6695,-122.05,2350,37920 +1824079073,20150331T000000,985000.0,5,4.25,4650,108464,2.0,0,0,3,10,3260,1390,1999,0,98024,47.5669,-121.956,2810,155509 +1954440080,20150129T000000,532000.0,3,2.5,1830,8022,2.0,0,0,3,8,1830,0,1987,0,98074,47.6198,-122.044,2030,7736 +7452500285,20140811T000000,280000.0,2,1.0,720,5000,1.0,0,0,5,6,720,0,1951,0,98126,47.5195,-122.374,810,5000 +7937600380,20150217T000000,435000.0,4,2.0,1960,50112,1.0,0,0,4,7,1050,910,1963,0,98058,47.4353,-122.084,2340,44967 +5153200651,20150316T000000,223000.0,3,1.0,1220,71191,1.0,0,0,3,6,1220,0,1952,0,98023,47.3261,-122.353,1960,15378 +2323069022,20150115T000000,390000.0,2,1.0,1800,119790,1.0,0,0,4,7,1200,600,1947,1977,98027,47.4617,-122.012,2320,79208 +1328340380,20141027T000000,315000.0,3,1.75,1340,12800,1.0,0,0,3,7,880,460,1981,0,98058,47.4437,-122.137,1500,7875 +2256500005,20141014T000000,612000.0,3,3.0,1740,3700,1.0,0,0,3,7,1740,0,1982,0,98122,47.6102,-122.309,1830,2480 +9828200545,20140513T000000,591000.0,3,1.75,1680,2400,1.0,0,0,5,7,870,810,1922,0,98122,47.6155,-122.3,1440,3600 +686450080,20140711T000000,800000.0,4,2.25,3220,8436,2.0,0,0,3,8,3220,0,1968,0,98008,47.6381,-122.116,2500,7632 +2571900380,20150122T000000,225000.0,3,2.0,1610,8400,1.0,0,0,3,8,1610,0,1990,0,98022,47.1958,-122.009,1930,8459 +1026069120,20140508T000000,589900.0,2,3.0,3160,66646,2.0,0,0,3,7,3160,0,1993,0,98077,47.7479,-122.034,3140,38790 +3882320010,20141126T000000,565000.0,4,2.5,2520,13156,1.0,0,0,3,8,1520,1000,1979,0,98052,47.6558,-122.135,2050,10940 +1377300020,20150219T000000,650000.0,3,1.5,2120,8448,1.0,0,0,3,7,1060,1060,1940,0,98199,47.6438,-122.403,1620,7920 +1124000005,20140918T000000,499000.0,3,2.5,2090,8505,2.0,0,0,3,8,2090,0,1951,1977,98177,47.7195,-122.371,1640,8100 +1151100010,20140515T000000,280000.0,3,1.0,1330,20562,1.5,0,0,3,5,1330,0,1959,0,98045,47.4807,-121.775,1350,20562 +7997200130,20150128T000000,649950.0,3,2.5,2420,7500,1.0,0,2,4,8,1210,1210,1944,0,98117,47.6949,-122.389,2340,7500 +2419600005,20140709T000000,420000.0,3,1.75,1510,6360,1.0,0,0,4,7,1510,0,1954,0,98133,47.7321,-122.353,1480,7260 +5727000010,20141215T000000,319990.0,4,2.5,2120,5293,2.0,0,0,3,7,2120,0,2003,0,98031,47.4217,-122.201,1990,5313 +8656300080,20140812T000000,265000.0,3,2.0,1850,16535,1.0,0,0,3,7,1850,0,1992,0,98014,47.6565,-121.912,1528,13295 +9517200290,20150223T000000,482000.0,3,1.75,2300,16474,1.0,0,0,3,7,1220,1080,1984,0,98072,47.7609,-122.144,1940,15601 +3123049142,20140805T000000,452000.0,3,2.25,2600,14810,1.0,0,2,4,8,1490,1110,1956,0,98166,47.4326,-122.341,2450,16715 +4139500080,20140718T000000,1488000.0,4,4.25,5180,13077,2.0,0,3,3,12,4280,900,1998,0,98006,47.5513,-122.109,5030,15069 +6150200280,20140821T000000,375000.0,2,1.0,1810,8527,1.5,0,0,4,7,1810,0,1943,0,98133,47.7275,-122.336,1490,6800 +6021500840,20140703T000000,588000.0,5,3.0,2190,4900,2.0,0,0,5,7,1490,700,1940,0,98117,47.6892,-122.386,1370,4606 +8691310420,20150424T000000,635000.0,4,2.5,2500,10215,2.0,0,0,3,9,2500,0,1998,0,98075,47.5912,-121.986,2890,10240 +1402900380,20140703T000000,280500.0,4,2.5,1890,6962,2.0,0,0,3,8,1890,0,1997,0,98092,47.3328,-122.187,2170,6803 +2345500010,20140925T000000,210500.0,2,1.75,2040,8600,1.0,0,0,4,6,1430,610,1985,0,98003,47.2755,-122.308,1310,7859 +3279000460,20140926T000000,196500.0,3,2.0,1310,7000,1.0,0,0,4,7,1310,0,1979,0,98023,47.303,-122.383,1390,7500 +723000114,20140505T000000,1395000.0,5,3.5,4010,8510,2.0,0,1,5,9,2850,1160,1971,0,98105,47.6578,-122.286,2610,6128 +5145100080,20150206T000000,475000.0,3,1.75,1780,8033,1.0,0,0,2,7,1210,570,1977,0,98034,47.7275,-122.219,1630,7508 +8078410280,20150504T000000,550000.0,3,2.5,1980,9061,2.0,0,0,4,8,1980,0,1987,0,98074,47.6366,-122.029,1930,8869 +3885806105,20140521T000000,1580000.0,3,3.25,3690,7200,2.0,0,0,3,11,3690,0,2007,0,98033,47.6815,-122.2,1880,7200 +5702380780,20150422T000000,240000.0,3,1.75,1540,6687,1.0,0,0,3,7,1200,340,1991,0,98022,47.1938,-121.981,1540,7242 +3826000280,20150429T000000,272000.0,3,1.0,1130,8100,1.5,0,0,3,6,1130,0,1934,0,98168,47.4935,-122.306,1080,8100 +1421079007,20150324T000000,408506.0,3,2.75,2480,209199,1.5,0,0,3,8,1870,610,2000,0,98010,47.3085,-121.888,2040,219229 +3702900185,20140818T000000,640000.0,3,2.5,2580,7500,2.0,0,0,3,9,2580,0,1991,0,98116,47.5577,-122.396,910,6500 +4136880460,20140514T000000,316000.0,4,2.5,2010,7226,2.0,0,0,3,8,2010,0,1995,0,98092,47.2588,-122.21,2160,7696 +7885100005,20140820T000000,299000.0,4,2.0,2320,12000,1.0,0,0,3,7,1720,600,1943,2014,98108,47.5246,-122.325,1390,6000 +3037200010,20150305T000000,447500.0,2,2.25,1180,2090,2.0,0,0,3,7,1180,0,2004,0,98122,47.6032,-122.31,1550,2812 +4309710250,20140505T000000,736500.0,4,2.5,3180,21904,2.0,0,3,3,9,3180,0,2000,0,98059,47.515,-122.117,3715,29170 +3401700185,20140728T000000,665000.0,4,2.0,2970,52567,2.0,0,0,3,8,2970,0,1924,1985,98072,47.7333,-122.128,3280,46676 +2141300080,20150424T000000,707000.0,5,2.5,3050,13212,1.0,0,0,4,8,1590,1460,1975,0,98006,47.5596,-122.142,2550,10826 +3387800380,20140829T000000,215000.0,4,1.75,1630,8000,1.0,0,0,3,7,1630,0,1959,0,98031,47.3948,-122.201,1630,7700 +2310000280,20141211T000000,275000.0,3,2.25,1620,6415,2.0,0,0,4,7,1620,0,1989,0,98038,47.3577,-122.038,1640,7253 +1687900170,20150325T000000,648000.0,4,2.25,2170,8240,2.0,0,1,4,8,2170,0,1983,0,98006,47.5634,-122.128,2600,9898 +8079000190,20141028T000000,415000.0,4,2.5,2150,8173,2.0,0,0,3,8,2150,0,1987,0,98059,47.511,-122.153,2080,7620 +1710400005,20141119T000000,690000.0,3,2.0,1770,1800,3.0,0,0,3,8,1770,0,1999,0,98122,47.6102,-122.314,1890,3200 +2473420170,20140924T000000,320000.0,4,2.75,2110,13260,1.0,0,0,4,7,1290,820,1979,0,98058,47.4513,-122.16,1980,11016 +1056200010,20140902T000000,750000.0,3,1.75,1590,8285,1.0,0,0,4,8,1590,0,1956,0,98004,47.5855,-122.194,1970,8970 +263000359,20140630T000000,355000.0,3,2.25,1370,1524,3.0,0,0,3,8,1370,0,2005,0,98103,47.6982,-122.347,1370,1418 +6624010170,20140508T000000,246000.0,3,1.75,1390,7399,1.0,0,0,4,7,1390,0,1975,0,98031,47.4183,-122.182,1460,7800 +824059265,20141001T000000,1155000.0,3,1.75,1640,10464,1.0,0,2,4,8,1640,0,1968,0,98004,47.5873,-122.205,2630,18872 +2869100080,20140606T000000,744000.0,3,2.5,2670,12187,2.0,0,0,3,8,2670,0,1986,0,98052,47.6677,-122.15,2400,8999 +203100440,20140911T000000,1210000.0,3,3.75,5400,24740,2.0,0,0,3,11,5400,0,1997,0,98053,47.6426,-121.955,1690,20000 +9542800290,20141210T000000,217000.0,3,2.0,1690,6750,1.0,0,0,3,7,1210,480,1977,0,98023,47.3021,-122.375,1930,7350 +3342100780,20140709T000000,583000.0,3,2.5,2600,5100,2.0,0,1,3,8,2600,0,1998,0,98056,47.5175,-122.205,2270,5400 +475000080,20141111T000000,515000.0,2,1.5,1400,5000,1.0,0,0,4,7,1150,250,1904,0,98107,47.6681,-122.362,1530,4200 +1562100380,20150319T000000,594000.0,4,1.75,2140,8000,1.0,0,0,4,8,1410,730,1965,0,98007,47.622,-122.139,2080,8000 +3878900185,20141022T000000,303100.0,3,1.5,1640,5650,1.0,0,0,3,8,1640,0,1952,0,98178,47.509,-122.251,1640,5650 +6791100280,20141010T000000,430000.0,3,1.75,1720,15225,1.0,0,0,4,7,1020,700,1970,0,98075,47.579,-122.051,1860,13588 +1926059099,20141208T000000,708000.0,5,3.25,3060,11778,2.0,0,0,3,8,3060,0,2004,0,98034,47.7212,-122.222,1840,10403 +2881700547,20140813T000000,221000.0,3,1.0,1150,7260,1.0,0,0,3,7,1150,0,1959,0,98133,47.7344,-122.333,1200,7888 +3260800190,20150324T000000,325000.0,3,2.5,2000,7205,2.0,0,0,3,8,2000,0,1998,0,98003,47.3499,-122.302,2180,7611 +2954400190,20140624T000000,1295650.0,0,0.0,4810,28008,2.0,0,0,3,12,4810,0,1990,0,98053,47.6642,-122.069,4740,35061 +7715600050,20150219T000000,385000.0,3,1.75,1560,5950,1.0,0,0,4,6,780,780,1944,0,98125,47.719,-122.307,1320,7830 +3158500460,20150327T000000,359500.0,3,2.5,2070,4689,2.0,0,0,3,8,2070,0,2013,0,98038,47.3545,-122.056,1880,4593 +4027700797,20140807T000000,433000.0,3,2.0,1920,7200,1.0,0,0,3,7,1300,620,1984,0,98028,47.7703,-122.265,2010,7200 +9161100460,20150323T000000,525000.0,2,1.0,1000,4950,1.0,0,0,3,7,800,200,1948,0,98116,47.5671,-122.394,1060,5500 +8069000216,20140722T000000,356200.0,3,2.0,1690,10062,1.0,0,2,5,7,940,750,1928,0,98178,47.5102,-122.241,2390,6650 +3401700255,20140729T000000,595000.0,4,2.0,3090,87120,1.0,0,0,4,7,1590,1500,1974,0,98072,47.7275,-122.122,2560,88426 +4083306720,20140915T000000,560000.0,4,1.5,1790,3420,1.0,0,0,4,7,1020,770,1923,0,98103,47.6489,-122.337,1680,3420 +6377200010,20141208T000000,2175000.0,4,3.0,4750,21701,1.5,0,0,5,11,4750,0,1976,0,98004,47.6454,-122.218,3120,18551 +2767601100,20141027T000000,513000.0,4,2.0,2090,4000,1.0,0,0,3,7,1480,610,1951,0,98107,47.6751,-122.379,1510,5000 +2856100185,20140721T000000,365000.0,2,1.0,680,2550,1.0,0,0,4,5,680,0,1901,0,98117,47.6767,-122.388,1120,5100 +3438500797,20140708T000000,368000.0,4,1.75,2100,11942,1.0,0,0,3,7,1030,1070,1964,0,98106,47.55,-122.356,1170,6986 +6738700275,20140625T000000,870000.0,4,2.75,2840,4000,1.5,0,0,5,8,1960,880,1912,0,98144,47.5846,-122.291,2750,4000 +1761100190,20140724T000000,225000.0,3,2.25,1470,6808,1.0,0,0,3,7,1160,310,1984,0,98023,47.2884,-122.365,1570,7881 +713500020,20150421T000000,1387000.0,4,4.5,4490,24767,2.0,0,2,3,11,3800,690,1998,0,98006,47.5544,-122.147,3370,32700 +5412310170,20140619T000000,177000.0,3,1.75,1150,8079,1.0,0,0,4,7,1150,0,1983,0,98030,47.3766,-122.18,1540,7399 +7751800080,20150127T000000,465000.0,3,1.5,1460,9879,1.0,0,0,3,7,1460,0,1956,0,98008,47.6346,-122.127,1610,10050 +1121000414,20140927T000000,750000.0,4,2.75,3150,6343,1.0,0,3,3,8,1810,1340,1976,0,98126,47.5424,-122.381,2250,6343 +4239400920,20140922T000000,149000.0,3,1.0,1090,2800,1.0,0,0,3,6,1090,0,1969,0,98092,47.3162,-122.183,1040,2960 +9408300380,20140609T000000,605000.0,3,2.5,2670,47480,2.0,0,3,3,9,2670,0,1981,0,98072,47.7443,-122.114,2760,42800 +6865200095,20141024T000000,725000.0,3,2.0,2110,5800,1.5,0,0,4,7,1990,120,1927,0,98103,47.6645,-122.342,1620,4300 +6669080010,20140922T000000,413900.0,4,2.25,1770,5236,2.0,0,0,3,7,1770,0,2007,0,98056,47.5137,-122.189,2470,5064 +1446400670,20140731T000000,199950.0,3,1.5,1510,6600,1.0,0,0,3,6,1510,0,1938,0,98168,47.4821,-122.331,990,6600 +203100460,20140924T000000,400000.0,1,1.0,530,13679,1.0,0,0,4,6,530,0,1949,0,98053,47.6422,-121.954,1930,20624 +9523102750,20140812T000000,870000.0,3,1.5,2420,5000,2.0,0,0,4,8,2200,220,1925,0,98103,47.6744,-122.353,2070,5000 +8078570380,20140605T000000,292000.0,5,2.5,2490,7666,1.0,0,0,4,7,1490,1000,1989,0,98031,47.4022,-122.171,1930,7415 +1423800080,20140512T000000,225000.0,3,1.0,990,8012,1.0,0,0,4,7,990,0,1966,0,98058,47.4557,-122.181,1260,9060 +9259900010,20150316T000000,466750.0,4,2.0,1730,9139,2.0,0,0,3,8,1730,0,1957,0,98125,47.7181,-122.316,1410,7311 +4223400050,20150323T000000,330000.0,2,1.5,1440,11954,1.0,0,0,4,8,1440,0,1978,0,98002,47.2909,-122.219,1460,9730 +686400380,20141002T000000,770000.0,7,2.25,3260,8145,2.0,0,0,5,8,3260,0,1967,0,98008,47.6336,-122.115,2340,8145 +1102001112,20150213T000000,802500.0,4,2.25,1950,7000,1.0,0,1,3,8,1450,500,1957,0,98118,47.5426,-122.262,1840,6440 +241900020,20140718T000000,378800.0,5,2.5,2740,5400,2.0,0,0,3,8,2740,0,2005,0,98031,47.4036,-122.205,2900,5476 +8691300380,20150501T000000,795000.0,3,2.75,2940,12487,2.0,0,0,3,10,2940,0,1997,0,98075,47.5879,-121.973,3110,10837 +3426049132,20150422T000000,460000.0,3,2.0,1200,7320,1.0,0,0,3,7,1200,0,1955,0,98115,47.6986,-122.286,1750,8220 +3904901190,20141219T000000,567000.0,3,2.5,2070,10908,2.0,0,0,3,8,2070,0,1986,0,98029,47.5665,-122.023,2220,10975 +1789900080,20140722T000000,209950.0,3,1.75,1570,15570,1.0,0,0,3,7,1570,0,1981,0,98023,47.3207,-122.362,2000,28200 +1021049022,20140520T000000,415000.0,2,1.0,1050,60113,1.0,0,0,4,7,1050,0,1943,0,98001,47.3226,-122.287,1380,27442 +5634500179,20141215T000000,424500.0,4,1.5,1830,6985,1.0,0,0,3,7,1080,750,1967,0,98028,47.7494,-122.236,1650,9501 +795002455,20150505T000000,261000.0,2,1.0,970,12500,1.0,0,0,3,6,970,0,1941,0,98168,47.5102,-122.33,1280,6250 +6666860170,20140827T000000,365000.0,3,2.5,2200,9696,2.0,0,0,3,8,2200,0,1987,0,98031,47.4197,-122.205,2200,9915 +9828200605,20150408T000000,631000.0,4,2.0,1930,3240,1.5,0,0,4,7,1930,0,1911,0,98122,47.6156,-122.299,1480,3600 +853200010,20140701T000000,3800000.0,5,5.5,7050,42840,1.0,0,2,4,13,4320,2730,1978,0,98004,47.6229,-122.22,5070,20570 +4449800345,20141008T000000,584000.0,3,2.5,1790,3962,2.0,0,0,3,8,1790,0,1992,0,98117,47.6894,-122.391,1340,3960 +2522029136,20140729T000000,310000.0,3,1.75,1560,82328,1.0,0,0,3,7,1560,0,1974,0,98070,47.3674,-122.503,2100,205603 +1149900050,20150312T000000,717000.0,4,2.5,2780,7985,2.0,0,0,4,10,2780,0,1992,0,98029,47.5608,-122.016,2650,8094 +6908200080,20140616T000000,667000.0,3,1.5,1720,8100,2.0,0,0,3,8,1720,0,1907,0,98107,47.6746,-122.4,2210,8100 +3395800660,20141230T000000,190000.0,3,1.0,1640,8100,1.0,0,0,3,6,1040,600,1939,0,98146,47.482,-122.34,1600,8100 +9414610010,20140617T000000,430000.0,3,2.0,1730,9000,1.0,0,0,3,8,1370,360,1978,0,98027,47.5202,-122.047,2390,10000 +5379805120,20150424T000000,213000.0,2,1.0,740,7380,1.0,0,0,4,6,740,0,1951,0,98188,47.4481,-122.278,1500,10075 +1530900290,20141007T000000,475000.0,3,2.5,2280,3710,1.0,0,0,3,8,1550,730,1990,0,98072,47.735,-122.159,2030,3710 +8886000005,20150309T000000,649000.0,2,2.75,2090,23962,2.0,0,3,4,8,2090,0,1988,0,98070,47.4145,-122.44,1820,32340 +8965400010,20140606T000000,715000.0,3,2.5,2550,13458,2.0,0,0,3,9,2550,0,1990,0,98006,47.5586,-122.121,3180,13458 +8644210470,20150318T000000,845000.0,4,3.5,3350,19487,1.0,0,0,3,11,2460,890,1992,0,98075,47.5796,-121.998,3360,19460 +1545805980,20141110T000000,390000.0,3,2.5,2770,8820,1.0,0,0,3,7,1900,870,1980,2004,98038,47.3685,-122.048,1850,10920 +2841500010,20140924T000000,390000.0,4,3.0,2860,5724,1.0,0,0,3,7,1730,1130,1983,0,98108,47.5427,-122.302,2340,7200 +1328330290,20140729T000000,328000.0,4,1.75,1990,7194,1.0,0,0,4,8,1400,590,1978,0,98058,47.4417,-122.135,1820,7400 +4222100280,20141205T000000,239999.0,3,2.75,1740,8436,1.0,0,0,3,7,1140,600,1967,0,98003,47.3456,-122.305,1550,8436 +4222200280,20141021T000000,225000.0,3,2.0,1460,7740,1.0,0,0,3,7,1460,0,1968,0,98003,47.3467,-122.306,1540,7644 +3224510290,20141016T000000,920000.0,3,1.75,3670,11884,1.0,0,2,4,9,1950,1720,1979,0,98006,47.5604,-122.133,3020,9747 +5196420290,20150317T000000,940000.0,4,2.75,3270,9231,2.0,0,0,3,10,3270,0,1995,0,98052,47.6539,-122.121,3380,10154 +1703900005,20150501T000000,465000.0,3,1.0,1210,4872,1.0,0,0,4,6,1210,0,1949,0,98118,47.5551,-122.273,1070,4872 +3329530480,20140701T000000,241000.0,3,2.0,1770,7000,1.0,0,0,3,7,1770,0,1986,0,98001,47.3321,-122.261,1510,10462 +1541700170,20140609T000000,307550.0,4,2.5,1980,5909,2.0,0,0,3,8,1980,0,2003,0,98031,47.3913,-122.185,2550,5487 +8833510190,20141031T000000,490000.0,4,2.5,2650,9627,1.0,0,3,4,8,1610,1040,1976,0,98028,47.7684,-122.254,2650,9221 +8961970190,20140512T000000,647000.0,4,2.5,3040,6887,2.0,0,0,3,8,3040,0,1999,0,98074,47.6073,-122.015,2790,7196 +323069120,20140827T000000,780000.0,4,2.75,3640,231739,1.5,0,0,3,10,3640,0,1999,0,98027,47.5078,-122.018,2670,91040 +8944360170,20141114T000000,517500.0,3,2.5,1810,4332,2.0,0,0,3,8,1810,0,1992,0,98029,47.5776,-121.996,1740,4332 +2546500020,20140618T000000,295000.0,3,2.0,1380,8682,1.0,0,0,4,7,1380,0,1966,0,98148,47.4238,-122.322,1410,10594 +1338801060,20141204T000000,560000.0,4,1.5,1810,3400,2.0,0,0,3,8,1810,0,1926,0,98112,47.6264,-122.302,1770,3600 +3747600050,20141105T000000,319450.0,5,2.0,2250,5472,1.5,0,0,5,7,1750,500,1930,0,98002,47.3065,-122.219,1540,5472 +327000050,20141212T000000,1500000.0,4,3.25,3860,7199,2.0,0,1,3,9,2870,990,2005,0,98115,47.6855,-122.269,2940,9600 +1898900280,20140919T000000,340000.0,4,3.0,2380,20277,1.0,0,0,3,8,1500,880,1999,0,98023,47.3046,-122.392,2370,15440 +1423400005,20140815T000000,249950.0,3,1.0,1370,11658,1.0,0,0,4,6,1370,0,1958,0,98058,47.4576,-122.182,1080,9198 +9521100585,20140613T000000,499950.0,3,1.0,1830,3000,1.5,0,0,3,7,1430,400,1926,0,98103,47.6619,-122.351,1510,2500 +2025059150,20140702T000000,1038000.0,4,1.75,1440,13296,1.0,0,0,4,8,1440,0,1967,0,98004,47.634,-122.204,3520,10802 +8941500010,20150216T000000,750000.0,4,2.5,2510,17200,1.0,0,2,4,9,1540,970,1977,0,98052,47.6287,-122.089,2370,14621 +1425069071,20150323T000000,875000.0,4,2.5,3230,256132,2.0,0,0,3,9,3230,0,2006,0,98053,47.6544,-121.998,3080,217800 +686400670,20150414T000000,678000.0,3,1.75,1670,7210,1.0,0,0,5,8,1670,0,1967,0,98008,47.6344,-122.116,2200,7210 +2624049073,20140729T000000,360000.0,2,1.0,780,4200,1.0,0,0,3,6,780,0,1920,0,98118,47.5381,-122.267,1620,6000 +1523059180,20140923T000000,354900.0,3,1.0,1720,16552,1.0,0,0,4,7,1720,0,1971,0,98059,47.4772,-122.153,1550,15457 +8016300250,20140827T000000,632000.0,5,2.5,2260,10087,1.0,0,0,3,8,1520,740,1967,0,98008,47.5982,-122.128,2500,9440 +7694600143,20141218T000000,350000.0,3,1.75,1480,9375,1.0,0,0,4,7,1480,0,1957,0,98146,47.5076,-122.366,1370,9000 +269000950,20140730T000000,990000.0,3,4.0,2550,3900,2.0,0,2,3,8,2050,500,1940,2003,98199,47.6415,-122.392,2340,6400 +2724079090,20150105T000000,1650000.0,4,3.25,3920,881654,3.0,0,3,3,11,3920,0,2002,0,98024,47.5385,-121.896,2970,112384 +3342103369,20140707T000000,481000.0,4,2.5,2286,8269,2.0,0,0,3,8,2286,0,2002,0,98056,47.5174,-122.194,2110,4711 +7104100050,20140624T000000,485000.0,3,2.5,1500,5412,1.0,0,0,5,7,900,600,1920,0,98136,47.5499,-122.394,1090,5412 +8944360290,20150413T000000,477000.0,3,2.5,1740,4960,2.0,0,0,3,8,1740,0,1992,0,98029,47.5772,-121.998,1740,5021 +6072500050,20140729T000000,560000.0,5,2.5,2880,9000,1.0,0,0,5,8,1440,1440,1966,0,98006,47.5456,-122.179,2010,9000 +1066000290,20141117T000000,600000.0,6,3.0,2600,9350,1.0,0,0,4,8,1340,1260,1963,0,98008,47.6198,-122.105,2090,9102 +2817260130,20140613T000000,622500.0,5,2.75,3320,23760,2.0,0,0,4,8,2190,1130,1975,0,98072,47.7498,-122.146,2520,36720 +3582750170,20150429T000000,410000.0,2,2.25,1660,2128,2.0,0,0,4,8,1660,0,1974,0,98028,47.7528,-122.252,1640,2128 +255370420,20150402T000000,318200.0,3,2.5,1990,3644,2.0,0,0,3,7,1990,0,2010,0,98038,47.3531,-122.017,2580,3800 +2571910380,20140605T000000,289000.0,3,2.0,1680,8424,1.0,0,0,3,7,1680,0,1993,0,98022,47.1969,-122.011,1990,8545 +3832150190,20140520T000000,263000.0,3,1.75,1570,7775,2.0,0,0,3,7,1570,0,1982,0,98031,47.3876,-122.216,1580,8622 +5279100680,20140605T000000,240000.0,3,1.0,1150,4825,1.0,0,0,4,6,1150,0,1957,0,98027,47.5321,-122.029,1760,7121 +7889601870,20150407T000000,281500.0,3,1.0,1270,7500,1.0,0,0,3,7,1270,0,1953,0,98146,47.4921,-122.339,1340,3000 +5694001061,20140620T000000,587206.0,3,3.5,1890,1710,2.0,0,0,3,8,1640,250,1999,0,98103,47.6592,-122.349,1680,1562 +1912100882,20140730T000000,482000.0,2,2.25,1350,1248,2.0,0,0,3,7,1180,170,2000,0,98102,47.6399,-122.32,1760,3360 +8563020170,20150310T000000,485000.0,3,1.75,1650,9500,1.0,0,0,3,8,1650,0,1967,0,98052,47.631,-122.098,1880,9375 +8656800020,20150212T000000,309000.0,3,2.5,1450,11480,2.0,0,0,3,7,1450,0,1990,0,98014,47.672,-121.864,2080,87991 +3876540780,20140619T000000,221000.0,3,2.25,1640,7350,1.0,0,0,3,7,1140,500,1984,0,98003,47.2625,-122.3,1480,8041 +8563030280,20140513T000000,700000.0,3,2.5,2030,8398,2.0,0,0,4,9,2030,0,1975,0,98008,47.6272,-122.095,2450,8104 +2114300290,20140929T000000,411500.0,5,3.0,2420,7740,1.0,0,0,5,7,1360,1060,1929,1969,98106,47.536,-122.358,1840,6780 +9141100005,20141028T000000,285000.0,4,3.5,2770,10505,2.0,0,0,3,8,2770,0,1940,2015,98133,47.7412,-122.355,1760,10505 +5727500019,20140605T000000,395000.0,4,3.0,1980,7931,1.0,0,0,4,7,1160,820,1983,0,98133,47.7513,-122.334,1910,7931 +1796360080,20140709T000000,237950.0,2,1.75,1460,7926,1.0,0,0,4,7,1460,0,1987,0,98042,47.3665,-122.092,1680,8206 +9485800050,20150310T000000,680000.0,3,2.5,1610,8064,1.0,0,2,4,7,1160,450,1981,0,98033,47.6818,-122.189,2260,8328 +5560000680,20141226T000000,199950.0,2,1.0,1010,10057,1.0,0,0,3,6,1010,0,1961,0,98023,47.3286,-122.336,1040,8591 +9297300480,20141212T000000,765000.0,4,3.5,2760,4000,2.0,0,2,3,8,2000,760,1926,2014,98126,47.5687,-122.374,1690,4000 +6813600415,20140508T000000,515000.0,2,1.0,1060,4960,1.0,0,0,3,7,1060,0,1926,0,98103,47.6896,-122.331,1420,4960 +6751300255,20140616T000000,470000.0,3,1.5,1510,8000,1.0,0,0,4,7,1510,0,1956,0,98007,47.5865,-122.135,1430,8000 +3300700480,20140820T000000,330000.0,2,1.0,880,4000,1.0,0,0,3,6,780,100,1937,0,98117,47.6931,-122.379,950,4000 +5379800446,20150226T000000,284000.0,3,2.5,2150,9375,1.0,0,0,3,8,1550,600,1968,0,98188,47.4578,-122.274,1950,9100 +9558200080,20140912T000000,295000.0,3,2.5,1660,8125,1.0,0,0,3,7,1150,510,1999,0,98148,47.4373,-122.333,1250,8125 +6817801150,20150330T000000,555000.0,4,2.5,2160,10987,1.0,0,0,4,8,1440,720,1981,2003,98074,47.6333,-122.034,1280,11617 +1454100005,20140806T000000,350000.0,3,1.0,1370,8162,1.5,0,0,3,6,1370,0,1949,0,98125,47.7263,-122.289,1560,8250 +104540840,20141203T000000,240000.0,3,2.25,1460,5818,1.0,0,0,3,7,1140,320,1986,0,98023,47.3113,-122.358,1490,6031 +2207100635,20150204T000000,419900.0,3,1.5,1450,7000,1.0,0,0,3,7,1450,0,1955,0,98007,47.5983,-122.15,1490,7245 +2489200250,20150430T000000,528000.0,3,2.0,1560,6300,1.0,0,0,3,7,1560,0,1924,0,98126,47.5407,-122.379,1620,6300 +5130000080,20150311T000000,481000.0,4,2.5,2480,9869,1.0,0,0,4,8,1240,1240,1963,0,98028,47.7612,-122.229,2230,10310 +6150700169,20140609T000000,304700.0,2,1.0,740,5995,1.0,0,0,4,7,740,0,1949,0,98133,47.7291,-122.337,1140,5995 +8691350130,20150204T000000,715000.0,4,2.5,2927,12171,2.0,0,0,3,10,2927,0,1998,0,98075,47.5948,-121.983,2967,12166 +6189200345,20140820T000000,738950.0,4,2.75,2260,12005,1.0,0,0,4,8,2260,0,1956,1989,98005,47.6342,-122.171,1870,10800 +2222059099,20141022T000000,215000.0,3,1.5,1240,9405,1.0,0,0,4,7,1240,0,1966,0,98042,47.3727,-122.162,2260,7611 +7227800660,20140522T000000,300000.0,6,2.0,2040,10812,1.0,0,0,4,5,2040,0,1943,0,98056,47.4919,-122.181,1440,10200 +1148000005,20140623T000000,346000.0,3,1.75,1270,8100,1.0,0,0,3,6,880,390,1950,0,98146,47.4828,-122.344,1650,8173 +6055000430,20150327T000000,473000.0,4,3.5,4370,37193,2.0,0,3,3,8,2780,1590,1996,0,98022,47.241,-121.979,2860,39356 +7616200050,20150105T000000,500000.0,3,1.75,1700,6120,1.0,0,0,3,7,1700,0,1952,0,98116,47.5807,-122.397,1330,6120 +7234601440,20140925T000000,750000.0,2,1.5,1300,7632,1.0,0,2,3,7,1300,0,1943,0,98122,47.6134,-122.308,1420,1676 +8563020380,20140520T000000,519900.0,4,2.0,1820,9350,1.0,0,0,4,8,1820,0,1967,0,98052,47.6288,-122.098,2260,9299 +1454100480,20140819T000000,378500.0,2,1.0,880,6171,1.0,0,0,4,7,880,0,1949,0,98125,47.7262,-122.285,2260,12769 +5151600285,20140507T000000,314500.0,3,1.75,1870,12381,1.0,0,0,4,8,1870,0,1957,0,98003,47.3358,-122.32,1950,12667 +2155000480,20150429T000000,499950.0,3,1.5,1350,9315,1.0,0,0,3,7,1350,0,1968,0,98052,47.6587,-122.124,1840,9920 +1024049024,20141203T000000,1735000.0,5,3.5,4870,7700,2.5,0,3,5,10,3650,1220,1929,0,98144,47.5832,-122.29,3220,7700 +1026069163,20150422T000000,630000.0,3,2.5,2460,38794,2.0,0,0,3,9,2460,0,1999,0,98077,47.7602,-122.022,2470,51400 +4427100095,20140623T000000,360000.0,4,1.5,1720,6417,1.0,0,0,3,7,1720,0,1953,0,98125,47.7268,-122.311,1430,6240 +4047200380,20140526T000000,460000.0,2,1.5,2730,19877,1.0,0,0,4,8,1570,1160,1976,0,98019,47.7698,-121.898,1450,19509 +3222049024,20140522T000000,361000.0,3,1.0,1100,4046,1.5,0,4,4,6,1100,0,1922,0,98198,47.344,-122.331,2550,7847 +2287000010,20140710T000000,713400.0,3,2.25,1810,9845,1.0,0,0,4,8,1810,0,1959,1991,98040,47.5505,-122.221,1900,10083 +3692900010,20141028T000000,445000.0,2,1.0,930,3150,1.0,0,0,5,6,930,0,1918,0,98115,47.6783,-122.298,1900,5000 +320069049,20140514T000000,305000.0,4,1.5,1590,131551,1.0,0,3,4,7,1590,0,1966,0,98022,47.2558,-122.024,2280,108028 +868002335,20150304T000000,1430000.0,3,2.75,2710,9204,1.5,0,4,3,9,1480,1230,1975,0,98177,47.7039,-122.385,2960,10080 +8945100050,20150424T000000,222000.0,3,1.0,1460,8400,1.0,0,0,4,6,1460,0,1962,0,98023,47.3086,-122.365,1060,8563 +7853250080,20150216T000000,510000.0,5,3.25,3400,4499,2.0,0,0,3,8,2740,660,2005,0,98065,47.5385,-121.88,3400,6163 +6713700250,20140604T000000,500000.0,5,3.0,2920,11440,2.0,0,0,3,8,2920,0,2003,0,98133,47.7607,-122.354,1720,9348 +4232901990,20140516T000000,605000.0,2,1.0,910,3600,1.0,0,0,4,7,910,0,1909,0,98119,47.6341,-122.361,1720,3600 +3578401760,20140820T000000,393000.0,3,2.0,1320,10720,2.0,0,0,3,8,1320,0,1981,0,98074,47.6203,-122.037,1910,13639 +9113200290,20140625T000000,725000.0,4,2.5,2490,5170,2.0,0,0,4,9,2490,0,2000,0,98052,47.6836,-122.162,2490,5170 +5116000250,20140707T000000,320000.0,3,1.75,2220,11646,1.0,0,0,3,7,1270,950,1950,0,98028,47.7762,-122.27,1490,10003 +1099600010,20140612T000000,210000.0,4,1.5,1130,7840,1.0,0,0,4,7,1130,0,1970,0,98023,47.2986,-122.377,1690,7840 +5416500980,20140729T000000,419900.0,4,2.5,2750,5767,2.0,0,0,3,9,2750,0,2005,0,98038,47.3595,-122.038,2800,5376 +7312100010,20150302T000000,410000.0,4,2.5,2240,4447,2.0,0,0,3,7,2240,0,2006,0,98059,47.4868,-122.159,2000,3800 +7936000562,20141216T000000,721000.0,3,2.25,2680,10440,1.0,0,1,3,8,1540,1140,1963,0,98116,47.561,-122.398,2140,7560 +9839300545,20140714T000000,605000.0,2,2.0,1270,5500,1.5,0,0,4,8,1270,0,1921,0,98122,47.6121,-122.294,1870,4400 +6837700005,20141203T000000,738000.0,3,1.75,1520,5500,1.5,0,0,5,7,1520,0,1936,0,98116,47.5839,-122.383,2310,5500 +6918720080,20150402T000000,725000.0,6,3.0,2480,12000,2.0,0,0,3,8,2480,0,1972,0,98007,47.6131,-122.145,2220,8580 +9407001700,20140819T000000,255000.0,2,1.0,960,20954,1.0,0,0,3,7,960,0,1977,0,98045,47.4485,-121.774,1240,9752 +1473200130,20150320T000000,303000.0,3,2.25,1340,873,3.0,0,0,3,8,1340,0,2009,0,98133,47.7325,-122.343,1340,1186 +4037200585,20140723T000000,394950.0,3,2.5,1090,7700,1.0,0,0,4,7,1090,0,1957,0,98008,47.607,-122.12,1740,7700 +5249803870,20140902T000000,530000.0,4,3.0,2240,5580,2.0,0,0,5,7,1830,410,1949,0,98118,47.5598,-122.27,1530,4800 +9558050170,20140513T000000,475000.0,4,2.5,3740,8700,1.0,0,0,3,10,2260,1480,2004,0,98058,47.4587,-122.117,2650,6333 +1545808110,20140617T000000,250000.0,4,2.5,1800,8100,2.0,0,0,3,7,1800,0,1998,0,98038,47.3611,-122.047,1590,8100 +1604601155,20141208T000000,180000.0,3,1.0,780,3540,1.0,0,0,2,6,780,0,1920,0,98118,47.565,-122.291,1260,3540 +2754700170,20140804T000000,443500.0,2,1.0,1330,4140,1.0,0,0,4,7,930,400,1919,1940,98115,47.6802,-122.306,1410,5100 +3622059180,20140703T000000,390000.0,4,2.0,1900,76877,1.0,0,0,3,8,1900,0,2004,0,98042,47.3491,-122.113,1740,34848 +7201600190,20150220T000000,430000.0,4,1.75,1570,7650,1.0,0,0,3,7,1100,470,1975,0,98052,47.6801,-122.106,1580,7650 +3450300280,20150225T000000,460000.0,5,4.5,3100,7260,2.0,0,0,3,8,3100,0,1963,2000,98059,47.5004,-122.162,1650,7700 +1036450170,20150312T000000,660000.0,3,3.5,2740,3785,2.0,0,0,3,9,2190,550,2001,0,98034,47.7195,-122.182,2060,3457 +8965000050,20140729T000000,515000.0,3,1.75,1570,10939,1.0,0,0,3,8,1200,370,1974,0,98052,47.6389,-122.102,1760,10200 +4354700010,20150421T000000,482500.0,3,2.0,1330,6490,1.0,0,0,4,7,1330,0,1954,0,98125,47.7181,-122.308,1580,7202 +4057300170,20140602T000000,305000.0,2,1.5,1140,2980,2.0,0,0,3,7,1140,0,1988,0,98029,47.5707,-122.018,1150,2981 +4217400185,20140603T000000,835000.0,4,2.75,1550,4000,1.5,0,0,3,9,1550,0,1930,0,98105,47.6596,-122.28,2120,4000 +8155750010,20141204T000000,237000.0,3,2.0,1290,7952,1.0,0,0,3,7,1290,0,1998,0,98030,47.3867,-122.19,1670,7280 +2159900020,20141126T000000,445000.0,2,1.5,1510,2001,2.0,0,0,4,8,1510,0,1985,0,98007,47.6211,-122.153,1510,2055 +2487700130,20150406T000000,710000.0,4,2.5,2720,8000,1.0,0,0,4,7,1360,1360,1955,0,98136,47.5237,-122.391,1790,8000 +2085200545,20140821T000000,180000.0,3,1.0,840,5700,1.0,0,0,4,5,840,0,1945,0,98038,47.3948,-122.028,1430,12600 +9432900380,20141023T000000,280017.0,3,2.5,1850,8770,2.0,0,0,3,8,1850,0,1996,0,98022,47.2091,-122.009,2350,8606 +2591850080,20140630T000000,436500.0,4,2.5,2290,11173,2.0,0,0,4,8,2290,0,1988,0,98058,47.4314,-122.164,2290,10404 +1025049174,20140515T000000,1255000.0,4,2.5,3200,7535,2.0,0,0,3,9,3200,0,2006,0,98105,47.666,-122.276,1650,6850 +5628400080,20141218T000000,420000.0,3,2.25,1800,9800,1.0,0,0,4,7,1300,500,1959,0,98028,47.7393,-122.244,1680,9545 +7657000225,20140719T000000,205000.0,3,1.0,860,7467,1.0,0,0,3,6,860,0,1944,0,98178,47.4947,-122.237,1280,7467 +6151800080,20140902T000000,570000.0,3,1.5,1980,10203,1.0,0,0,4,7,1680,300,1946,0,98010,47.3402,-122.046,1980,13664 +6154900095,20140711T000000,565000.0,4,1.75,2140,7102,1.0,0,0,4,7,1070,1070,1948,0,98177,47.7042,-122.37,1950,7102 +9542800050,20141211T000000,287000.0,2,2.5,2410,7500,1.0,0,0,3,7,1550,860,1978,0,98023,47.3078,-122.374,1840,8800 +526059224,20140923T000000,260000.0,4,1.75,1650,7276,1.0,0,0,3,7,1010,640,1977,0,98011,47.7721,-122.206,1840,8550 +526059224,20150206T000000,470000.0,4,1.75,1650,7276,1.0,0,0,3,7,1010,640,1977,0,98011,47.7721,-122.206,1840,8550 +3275850190,20140905T000000,700000.0,3,2.5,2410,9916,2.0,0,0,4,10,2410,0,1989,0,98052,47.6911,-122.103,2310,8212 +4137000460,20150225T000000,249000.0,3,1.75,1520,7500,1.0,0,0,3,8,1520,0,1985,0,98092,47.2646,-122.219,2180,7506 +7936000403,20140609T000000,568000.0,3,1.75,2050,3520,1.0,0,0,4,7,1070,980,1977,0,98136,47.5536,-122.399,2050,16083 +1175000073,20140606T000000,500000.0,4,1.0,1720,4011,1.5,0,0,4,7,1720,0,1904,0,98107,47.6719,-122.396,1580,3784 +8645540290,20141126T000000,358000.0,5,2.5,2390,8775,1.0,0,0,4,7,1270,1120,1980,0,98058,47.4639,-122.17,1800,8000 +7137960460,20140528T000000,225000.0,3,2.5,1680,6755,2.0,0,0,3,8,1680,0,1994,0,98092,47.3293,-122.17,1860,7257 +8805400010,20150226T000000,275500.0,3,1.0,1060,7246,1.0,0,0,4,6,1060,0,1981,0,98056,47.4936,-122.165,1090,6694 +1036450290,20150202T000000,495000.0,3,2.5,1860,3150,2.0,0,0,3,8,1860,0,2001,0,98034,47.719,-122.182,2050,3375 +7613700660,20150326T000000,758800.0,5,2.25,1750,5000,1.0,0,0,3,8,960,790,1940,0,98105,47.6589,-122.276,2580,5000 +8648210050,20150403T000000,280000.0,3,1.75,1480,8165,1.0,0,0,4,7,1480,0,1985,0,98042,47.3624,-122.079,1450,7939 +1565950670,20150225T000000,380500.0,3,2.5,1900,7361,2.0,0,0,3,8,1900,0,1994,0,98055,47.4324,-122.191,2100,7361 +7159200005,20140507T000000,3200000.0,7,4.5,6210,8856,2.5,0,2,5,11,4760,1450,1910,0,98109,47.6307,-122.354,2940,5400 +8687800010,20140617T000000,260000.0,3,1.75,1440,12888,1.0,0,2,3,7,1090,350,1958,0,98168,47.471,-122.262,1710,12888 +4242900285,20140805T000000,630000.0,4,2.5,1910,1502,3.0,0,0,3,8,1910,0,2014,0,98107,47.6747,-122.393,1520,3888 +7834800225,20140820T000000,875000.0,3,2.0,2010,4000,1.0,0,0,5,7,1210,800,1915,0,98103,47.6638,-122.329,1770,4000 +5649600225,20150403T000000,457500.0,3,1.0,960,4600,1.5,0,0,4,6,960,0,1927,0,98118,47.5553,-122.286,1380,5175 +1959702045,20141119T000000,900000.0,2,1.0,1240,5500,1.0,0,0,3,7,1240,0,1954,0,98102,47.6461,-122.317,2080,4400 +717000225,20141028T000000,235000.0,2,2.0,870,6450,1.0,0,0,4,6,740,130,1954,0,98118,47.5354,-122.278,1640,5775 +792500190,20140627T000000,410000.0,3,2.0,1400,45738,2.0,0,0,4,8,1400,0,1981,0,98070,47.3624,-122.455,2390,56628 +3820100284,20140827T000000,355000.0,3,3.0,1850,9600,1.0,0,0,3,7,1230,620,1981,0,98028,47.7717,-122.25,1970,10000 +3629890190,20140606T000000,1300000.0,4,4.0,4270,6002,2.0,0,3,3,10,3180,1090,2004,0,98029,47.5443,-121.994,4280,5942 +6868200029,20140929T000000,467500.0,3,1.75,2260,8512,1.0,0,0,3,7,1130,1130,1948,0,98125,47.7129,-122.304,2240,8040 +8901000143,20141125T000000,500000.0,4,4.5,2690,7350,1.5,0,0,5,7,2690,0,1949,0,98125,47.7062,-122.311,1660,9000 +2927600630,20150416T000000,995000.0,4,3.5,2780,9550,2.0,0,4,5,10,2530,250,1978,0,98166,47.454,-122.373,2724,10634 +3432501315,20140827T000000,277000.0,3,1.0,1140,8144,1.0,0,0,3,7,1140,0,1956,0,98155,47.7464,-122.317,1150,8144 +5101407250,20141217T000000,630000.0,4,2.25,2900,9680,2.0,0,0,3,7,1990,910,1947,0,98125,47.7037,-122.308,1850,7540 +3999200780,20141121T000000,628000.0,5,2.75,2830,11795,1.0,0,0,4,7,1710,1120,1960,0,98008,47.5828,-122.118,2460,10880 +2826079145,20140814T000000,655000.0,5,2.5,2560,46786,2.0,0,0,3,8,2560,0,1995,0,98019,47.7125,-121.915,2430,46929 +1446403145,20150122T000000,170000.0,2,1.0,1240,9900,1.0,0,0,3,7,940,300,1950,0,98168,47.4862,-122.326,1050,9375 +5137000170,20141217T000000,352500.0,4,2.5,2100,10750,1.0,0,2,4,8,2100,0,1967,0,98023,47.3338,-122.337,2310,10425 +2896310420,20150219T000000,615000.0,4,2.75,3120,34040,2.0,0,0,3,9,3120,0,1997,0,98010,47.3431,-122.03,2420,25201 +1446400725,20140610T000000,165000.0,3,1.0,970,6600,1.0,0,0,3,7,970,0,1965,0,98168,47.4836,-122.332,1200,6600 +4030500130,20140923T000000,243500.0,4,2.5,2300,15188,2.0,0,0,4,7,2300,0,1966,0,98042,47.3683,-122.164,1820,10125 +3319500299,20140806T000000,304000.0,2,1.5,950,676,2.0,0,0,3,7,850,100,2003,0,98144,47.6005,-122.306,950,1280 +7139800020,20141016T000000,369000.0,3,1.5,2110,5195,1.0,0,0,3,7,1210,900,1959,0,98118,47.5283,-122.286,1950,5195 +9433000460,20141007T000000,779950.0,4,2.75,2990,4298,2.0,0,0,3,9,2990,0,2014,0,98052,47.7101,-122.108,2990,4837 +1326049130,20140702T000000,605000.0,4,2.25,2940,48788,1.0,0,0,5,7,1520,1420,1961,0,98028,47.7422,-122.245,2470,14900 +7137960440,20141223T000000,292500.0,4,2.5,1860,8709,2.0,0,0,3,8,1860,0,1994,0,98092,47.3289,-122.17,1990,6825 +3946900010,20150323T000000,500007.0,2,1.75,1820,6050,1.0,0,0,3,7,910,910,1950,0,98115,47.6928,-122.323,1730,6050 +5592050080,20150429T000000,449999.0,4,2.5,1950,4947,2.0,0,0,3,8,1950,0,2000,0,98056,47.5042,-122.193,1760,5611 +3288020050,20140627T000000,355000.0,4,2.5,1890,7867,2.0,0,0,3,8,1890,0,1996,0,98038,47.3788,-122.031,2250,7867 +2459000020,20141125T000000,258000.0,4,3.0,2710,7199,1.0,0,0,4,7,1710,1000,1967,0,98030,47.3789,-122.213,2070,9271 +126049167,20140619T000000,380000.0,4,2.25,2150,20181,1.0,0,0,3,7,1090,1060,1963,0,98028,47.7627,-122.245,2150,10480 +1525079069,20140708T000000,650000.0,4,3.0,3720,57499,1.0,0,0,3,9,1880,1840,2003,0,98014,47.6469,-121.897,2560,26372 +1786200010,20150514T000000,456500.0,4,2.5,2580,11780,2.0,0,0,3,9,2580,0,2003,0,98038,47.3658,-122.04,2410,8403 +5602000275,20140825T000000,259950.0,4,2.0,1540,10212,1.5,0,0,5,7,1540,0,1948,0,98022,47.2056,-121.999,1480,10212 +1446403617,20140702T000000,123000.0,2,1.0,1050,6600,1.5,0,0,3,6,1050,0,1964,0,98168,47.4828,-122.324,1330,6600 +2767603649,20140730T000000,520000.0,3,2.25,1210,1250,3.0,0,0,3,8,1210,0,2014,0,98107,47.6722,-122.384,1780,5000 +3649100387,20150416T000000,506000.0,4,2.25,2040,12000,1.0,0,0,4,7,1300,740,1963,0,98028,47.7362,-122.241,1930,12000 +5249802660,20140730T000000,425000.0,3,1.0,980,4800,1.5,0,0,3,7,980,0,1926,0,98118,47.5663,-122.274,2030,7200 +2592400470,20141205T000000,438000.0,5,2.5,1990,6840,2.0,0,0,4,7,1990,0,1974,0,98034,47.7162,-122.166,1990,7150 +6448000020,20150129T000000,1490000.0,4,2.5,2420,18480,1.0,0,0,4,9,2420,0,1967,0,98004,47.6214,-122.227,3330,19910 +1211000185,20140616T000000,375000.0,4,2.0,1240,3000,1.0,0,0,3,7,1040,200,1908,0,98122,47.6076,-122.298,1480,3500 +7399300780,20150429T000000,337500.0,3,2.25,1530,6600,1.0,0,0,4,7,1240,290,1968,0,98055,47.462,-122.188,1500,7700 +984100010,20140930T000000,300000.0,4,2.25,2080,7700,1.0,0,0,3,7,1450,630,1968,0,98058,47.4349,-122.17,1900,7980 +6127010670,20140728T000000,627000.0,5,3.25,3570,5425,2.0,0,0,3,7,3570,0,2005,0,98075,47.5933,-122.007,2690,5347 +1245002391,20141022T000000,1400000.0,5,4.25,4230,6907,2.0,0,0,3,10,3450,780,2008,0,98033,47.6866,-122.205,2650,8076 +3904921100,20150512T000000,674725.0,4,2.5,2700,10160,2.0,0,0,3,9,2700,0,1988,0,98029,47.5685,-122.012,2760,9219 +2473381150,20140618T000000,325000.0,3,2.75,2200,7000,1.0,0,0,4,7,1280,920,1977,0,98058,47.4574,-122.169,1670,7000 +9269750010,20150402T000000,230000.0,5,2.0,1210,12538,2.0,0,0,3,7,1210,0,1982,0,98023,47.2848,-122.361,1510,7700 +1924069071,20140729T000000,485000.0,5,1.75,2140,43124,1.0,0,2,4,7,1220,920,1962,0,98027,47.5516,-122.085,2520,14677 +2571900430,20140923T000000,315000.0,4,2.5,2740,8400,1.5,0,2,3,8,2740,0,1993,0,98022,47.1947,-122.008,2030,8638 +8673400052,20150403T000000,560000.0,3,2.75,1370,1193,3.0,0,0,3,8,1370,0,2003,0,98107,47.67,-122.392,1320,1180 +5104511630,20140812T000000,444000.0,4,3.0,2800,7198,2.0,0,0,3,8,2800,0,2002,0,98038,47.3538,-122.013,3610,7845 +3438500168,20150507T000000,325000.0,3,1.5,1060,7488,1.0,0,0,5,7,1060,0,1977,0,98106,47.5549,-122.356,1300,6780 +1446403850,20140916T000000,118125.0,2,1.0,790,7153,1.0,0,0,4,6,790,0,1944,0,98168,47.4869,-122.324,810,7128 +1446403850,20150114T000000,212000.0,2,1.0,790,7153,1.0,0,0,4,6,790,0,1944,0,98168,47.4869,-122.324,810,7128 +5416500950,20150309T000000,428900.0,4,2.5,2820,5056,2.0,0,0,3,9,2820,0,2006,0,98038,47.3591,-122.038,2820,5150 +8096600050,20150123T000000,510000.0,3,2.0,1850,9600,1.0,0,0,3,7,1850,0,1968,1998,98011,47.7671,-122.225,1770,9600 +1473000020,20140523T000000,416000.0,3,1.5,1110,9762,1.0,0,0,4,7,1110,0,1963,0,98052,47.676,-122.15,1900,9720 +722039049,20141009T000000,950000.0,4,3.0,3230,438213,2.0,0,0,3,9,3230,0,1999,0,98070,47.4141,-122.47,1600,144619 +2212210660,20150227T000000,204000.0,3,1.5,1460,7140,1.0,0,0,4,7,980,480,1980,0,98031,47.3954,-122.191,1400,8572 +5608010980,20141007T000000,878000.0,4,2.5,3480,13421,2.0,0,0,3,11,3480,0,1995,0,98027,47.5504,-122.097,3290,9642 +5015001045,20140826T000000,1045000.0,4,3.0,3560,4000,3.0,0,2,3,9,2970,590,1996,0,98112,47.6265,-122.3,1190,4000 +1005000250,20150130T000000,350000.0,2,1.0,840,5551,1.0,0,0,3,6,840,0,1952,0,98118,47.5354,-122.28,1270,4652 +7974700122,20140610T000000,659500.0,3,1.75,1820,5500,1.0,0,0,4,8,1620,200,1957,0,98115,47.6737,-122.283,2330,6050 +1775910460,20150313T000000,395000.0,3,2.5,1630,15200,1.0,0,0,3,7,1120,510,1988,0,98072,47.7454,-122.103,2050,15200 +3797300190,20140708T000000,308950.0,4,2.5,1920,8562,2.0,0,2,4,7,1920,0,1994,0,98022,47.1932,-122.008,1820,8628 +6450300605,20150501T000000,410000.0,3,2.0,1750,2550,1.0,0,0,3,7,1750,0,1955,0,98133,47.7329,-122.343,1370,1533 +3918400143,20141016T000000,710000.0,4,3.0,2750,7500,1.0,0,0,5,8,1630,1120,1966,0,98177,47.7134,-122.361,2440,7500 +1022049182,20150428T000000,175000.0,1,1.0,620,8685,1.0,0,0,4,5,620,0,1976,0,98198,47.4095,-122.29,1300,12150 +3578400780,20150327T000000,508800.0,3,2.0,1720,10098,1.0,0,0,4,8,1140,580,1981,0,98074,47.6231,-122.043,1840,10098 +6905200050,20141009T000000,606400.0,3,3.0,1800,5000,1.5,0,2,3,8,1500,300,1929,0,98119,47.6475,-122.371,1670,5000 +303100080,20140528T000000,245100.0,3,1.75,1300,7958,1.0,0,0,3,7,1300,0,1996,0,98092,47.3162,-122.194,1640,8698 +123039642,20150501T000000,540000.0,3,2.5,1970,14876,1.0,0,0,3,7,1320,650,1981,0,98146,47.5031,-122.372,2030,8008 +8718500095,20150507T000000,415000.0,3,1.5,1740,9046,1.0,0,0,3,7,1740,0,1956,0,98028,47.7402,-122.255,1830,9513 +1774000780,20150105T000000,469500.0,4,2.75,1930,13041,1.0,0,0,4,8,1180,750,1980,0,98072,47.7502,-122.085,1880,10234 +2421039075,20141106T000000,195000.0,3,1.75,1190,14777,1.0,0,0,4,7,1190,0,1965,0,98023,47.2933,-122.377,2240,8325 +4139470010,20141006T000000,1615000.0,4,3.25,4250,12281,2.0,0,4,3,12,3020,1230,1996,0,98006,47.5507,-122.113,4940,12941 +629800380,20141013T000000,1450000.0,4,3.5,4360,24603,2.0,0,0,3,12,4360,0,1998,0,98074,47.6035,-122.005,4770,27521 +8965520190,20141030T000000,1200000.0,3,2.5,3420,16622,1.0,0,4,3,10,2410,1010,1991,0,98006,47.5638,-122.105,3460,14566 +925059193,20140709T000000,1065000.0,4,3.75,4260,9800,2.0,0,0,3,10,4260,0,2008,0,98033,47.6739,-122.172,1950,8970 +1245500250,20150507T000000,555500.0,2,1.0,920,10000,1.0,0,0,4,7,920,0,1981,0,98033,47.6938,-122.21,1340,10000 +9828700005,20150512T000000,440000.0,3,1.0,1040,4000,1.0,0,0,3,7,1040,0,1950,0,98122,47.6178,-122.292,1170,4000 +5101402312,20150423T000000,485000.0,3,1.0,1260,7250,1.0,0,2,3,7,960,300,1940,0,98115,47.6947,-122.311,1540,7250 +339200130,20140531T000000,693000.0,3,2.5,2460,12028,2.0,0,0,3,9,2460,0,1996,0,98052,47.691,-122.095,2540,12229 +6145602125,20140724T000000,295000.0,3,1.0,830,3386,1.0,0,0,3,6,830,0,1942,1989,98133,47.7027,-122.355,1300,3844 +9346910500,20150330T000000,700000.0,3,2.5,2060,10650,1.0,0,0,5,8,1050,1010,1976,0,98006,47.5627,-122.137,2690,8850 +7986401305,20141216T000000,767500.0,2,1.75,2210,9374,1.0,0,3,4,8,1560,650,1951,0,98107,47.6634,-122.359,2140,5640 +922059169,20141201T000000,800000.0,6,4.25,5480,189050,2.0,0,0,4,10,5140,340,1991,0,98031,47.412,-122.168,2470,10429 +123059071,20140708T000000,440000.0,3,2.0,1860,217800,2.0,0,2,3,8,1860,0,1998,0,98059,47.5157,-122.107,2500,217800 +1626069069,20141029T000000,600000.0,3,2.5,1350,187313,1.0,0,0,4,7,1350,0,1997,0,98077,47.7369,-122.049,2310,49222 +5605000430,20140917T000000,1160000.0,4,2.5,2790,5450,2.0,0,0,3,10,1930,860,1925,2000,98112,47.6453,-122.303,2320,5450 +7640400250,20140619T000000,506000.0,2,1.0,1570,8210,1.0,0,0,4,8,1150,420,1952,0,98177,47.7221,-122.371,1680,8196 +4477000290,20150311T000000,474950.0,4,1.75,2030,15400,1.0,0,1,3,9,1130,900,1975,0,98166,47.4603,-122.365,2040,12425 +8127700440,20141211T000000,654000.0,3,2.5,2570,5500,1.0,0,0,4,7,1320,1250,1961,0,98199,47.6417,-122.397,1460,6250 +6822100780,20140911T000000,710000.0,2,1.0,1210,6000,1.0,0,0,4,7,1000,210,1942,0,98199,47.6482,-122.402,1840,6000 +9195700380,20140811T000000,620000.0,4,2.25,1530,7845,1.0,0,0,4,7,1030,500,1981,0,98027,47.5589,-122.082,1710,7627 +1425059174,20141028T000000,390000.0,3,2.0,1510,10827,2.0,0,0,3,7,1510,0,1984,0,98052,47.654,-122.127,1900,10908 +2155000290,20140630T000000,550000.0,3,2.25,1720,9600,1.0,0,0,4,7,1220,500,1967,0,98052,47.6581,-122.126,1720,9600 +4058200630,20141002T000000,353000.0,3,1.75,2190,7021,1.0,0,2,4,7,1390,800,1953,0,98178,47.5033,-122.232,2180,7155 +5561400440,20140827T000000,465000.0,4,2.5,3030,47958,1.0,0,0,3,8,1660,1370,1980,0,98027,47.4598,-122.004,2740,36017 +4178500440,20150128T000000,279900.0,3,2.0,1410,6600,1.0,0,0,4,7,1410,0,1990,0,98042,47.3596,-122.089,1750,7150 +1923039022,20141120T000000,700000.0,2,1.75,1679,577605,2.0,0,0,3,9,1679,0,2001,0,98070,47.463,-122.475,1850,358934 +9412200660,20140619T000000,395000.0,4,1.0,1980,10350,1.0,0,0,4,7,1430,550,1968,0,98027,47.5226,-122.045,1890,13140 +2780700020,20140910T000000,375000.0,4,2.5,1900,9428,2.0,0,0,3,8,1900,0,1978,0,98028,47.7628,-122.244,1830,10480 +1868901815,20140617T000000,547000.0,4,1.0,1720,2800,1.5,0,0,4,7,1200,520,1926,0,98115,47.6743,-122.299,1530,3500 +4022902715,20150403T000000,525000.0,5,3.25,2480,10277,2.0,0,0,5,8,1640,840,1993,0,98155,47.7726,-122.286,2270,10277 +225039145,20140619T000000,285000.0,3,1.0,1210,4731,1.5,0,0,3,7,1210,0,1901,0,98117,47.6865,-122.397,1450,5264 +9274203390,20140520T000000,570000.0,2,1.75,1540,4025,1.0,0,0,4,7,1190,350,1908,0,98116,47.5876,-122.391,1950,4420 +4397000020,20150324T000000,409000.0,3,2.5,2740,9168,2.0,0,0,3,9,2740,0,1991,0,98042,47.3835,-122.148,2690,10554 +9415950020,20140608T000000,260000.0,4,2.5,1811,4381,2.0,0,0,3,8,1811,0,2007,0,98055,47.454,-122.19,1811,4150 +2591830020,20140916T000000,348000.0,4,2.5,2720,7697,1.0,0,0,4,8,2120,600,1987,0,98058,47.4391,-122.161,2340,7700 +3211200460,20140806T000000,389000.0,4,1.0,1520,9800,1.5,0,0,4,7,1520,0,1971,0,98034,47.7303,-122.236,1540,7700 +2297400250,20141217T000000,445000.0,4,2.75,2160,7200,1.0,0,0,4,7,1220,940,1976,0,98034,47.7177,-122.224,1790,7614 +9268200440,20140721T000000,400000.0,3,1.75,1390,4602,1.0,0,0,3,7,930,460,1981,0,98117,47.6944,-122.366,1230,4800 +255580190,20140915T000000,302000.0,4,2.5,1740,7895,2.0,0,0,3,7,1740,0,1999,0,98001,47.3401,-122.282,1720,6813 +6352600680,20141021T000000,798000.0,3,2.5,2849,9588,2.0,0,0,3,10,2849,0,2001,0,98074,47.6487,-122.079,3190,8897 +1829700050,20140724T000000,335000.0,2,1.0,1440,8842,1.0,0,0,3,7,840,600,1950,0,98155,47.7443,-122.325,1650,8461 +7859960250,20150107T000000,585000.0,4,2.5,3000,6892,2.0,0,0,3,8,3000,0,2005,0,98072,47.7623,-122.165,3000,6589 +6072800170,20150428T000000,2500000.0,4,4.0,3330,24354,1.0,0,0,4,10,3330,0,1961,0,98006,47.5708,-122.192,3880,25493 +6373000130,20141201T000000,555000.0,4,2.25,1720,2300,1.0,0,0,3,7,860,860,1940,2014,98116,47.5762,-122.412,1720,4680 +4131900066,20140825T000000,3100000.0,3,3.0,3920,13085,2.0,1,4,4,11,3920,0,1996,0,98040,47.5716,-122.204,3450,13287 +8965450190,20150218T000000,295000.0,3,2.5,1500,3060,2.0,0,0,3,7,1500,0,1994,0,98006,47.5605,-122.117,2700,7734 +1311200460,20140618T000000,265000.0,4,1.5,2050,7100,1.0,0,0,3,7,1050,1000,1963,0,98001,47.3395,-122.28,1950,7350 +3764800250,20150105T000000,330000.0,4,2.0,1180,7275,1.0,0,0,3,7,1180,0,1965,0,98034,47.7301,-122.2,1210,7275 +6607000095,20150218T000000,286000.0,4,1.5,1600,5750,2.0,0,0,4,6,1600,0,1902,0,98118,47.5437,-122.28,1690,5750 +4358700188,20150331T000000,305000.0,3,2.5,1260,895,3.0,0,0,3,7,1160,100,2009,0,98133,47.7072,-122.336,1190,1095 +5101403915,20150403T000000,970000.0,2,1.0,1290,5376,1.0,0,0,3,6,1290,0,1945,0,98115,47.6966,-122.315,1180,5376 +7844200425,20150414T000000,525000.0,4,2.0,2680,14157,1.0,0,0,3,8,1460,1220,1966,0,98188,47.4286,-122.292,2100,9199 +9407001330,20141202T000000,355000.0,3,1.75,2370,9750,1.0,0,0,4,7,1280,1090,1979,0,98045,47.4459,-121.773,1230,9775 +7905370440,20141010T000000,469950.0,5,2.5,2310,8303,1.0,0,0,3,7,1300,1010,1975,0,98034,47.7212,-122.211,1930,8303 +2202500290,20140502T000000,435000.0,4,1.0,1450,8800,1.0,0,0,4,7,1450,0,1954,0,98006,47.5746,-122.135,1260,8942 +3374500250,20140922T000000,363500.0,4,2.5,2680,7700,2.0,0,0,4,8,2680,0,1990,0,98031,47.4094,-122.17,2400,7700 +5244800895,20140523T000000,595000.0,2,1.5,1030,4500,1.0,0,0,3,7,830,200,1924,0,98109,47.6455,-122.352,1250,4000 +100100050,20141112T000000,275000.0,3,1.0,1320,11090,1.0,0,0,3,7,1320,0,1955,0,98155,47.7748,-122.304,1320,8319 +7454001060,20150408T000000,295000.0,2,1.0,670,7952,1.0,0,0,4,6,670,0,1942,0,98146,47.5124,-122.372,1080,9525 +7215400280,20150116T000000,345000.0,3,2.25,2670,37089,2.0,0,0,3,9,2670,0,1990,0,98042,47.3347,-122.077,2290,36284 +203101330,20140701T000000,485000.0,3,2.25,2440,47916,2.0,0,0,3,8,2090,350,1991,0,98053,47.6347,-121.958,2150,24000 +2450000290,20141215T000000,1245000.0,5,2.5,3370,8113,2.0,0,0,3,9,3370,0,2005,0,98004,47.5812,-122.196,2470,8113 +5101402472,20150129T000000,340500.0,2,1.0,940,5413,1.0,0,0,3,7,940,0,1923,0,98115,47.6956,-122.304,1340,5296 +4310700020,20141010T000000,280000.0,3,1.0,1100,5132,1.0,0,0,3,6,840,260,1948,0,98103,47.7011,-122.336,1280,5132 +7967600285,20141211T000000,449888.0,3,2.25,2520,78408,2.0,0,0,3,9,2520,0,1988,0,98001,47.3514,-122.279,1490,29972 +7905200381,20141028T000000,483000.0,2,1.75,1400,4720,1.0,0,0,4,7,820,580,1927,0,98116,47.5705,-122.392,1330,6786 +3992700585,20141120T000000,445500.0,3,1.75,1880,9360,1.0,0,0,4,7,940,940,1941,0,98125,47.7131,-122.283,1390,7200 +7972601950,20140617T000000,379900.0,5,3.5,2800,7350,2.0,0,0,3,7,2800,0,1995,0,98106,47.5273,-122.345,2190,7620 +6870310010,20140702T000000,599950.0,4,3.5,2500,3080,2.0,0,0,3,8,1810,690,2008,0,98052,47.6749,-122.14,2060,3295 +2970800130,20141009T000000,215000.0,3,1.0,810,5240,1.0,0,0,3,6,810,0,1942,0,98166,47.4734,-122.35,1700,5245 +6084600660,20140718T000000,263000.0,3,2.5,1720,6847,2.0,0,0,3,7,1720,0,1987,0,98001,47.3266,-122.272,1610,7790 +325059126,20150209T000000,565000.0,4,1.0,2170,12100,1.0,0,0,5,7,2170,0,1961,0,98033,47.6893,-122.164,1270,12844 +526069024,20140512T000000,950000.0,5,3.0,4530,258746,1.5,0,0,4,9,3200,1330,2003,0,98077,47.7702,-122.066,3430,83199 +6163901261,20140909T000000,395000.0,4,1.0,1440,8320,1.5,0,0,3,7,1440,0,1946,0,98155,47.7529,-122.318,1440,9230 +4289900005,20141230T000000,1535000.0,4,3.25,2850,4100,2.0,0,3,3,10,1820,1030,1908,2003,98122,47.6147,-122.285,2130,4200 +2818100255,20141029T000000,922000.0,4,2.5,2620,14126,1.0,0,4,4,8,1620,1000,1941,0,98117,47.6983,-122.397,2620,8905 +1389310130,20141212T000000,330000.0,3,2.5,1676,18778,2.0,0,0,3,7,1676,0,1997,0,98014,47.6521,-121.905,1410,18778 +4139910250,20150210T000000,1525000.0,4,3.75,5850,35070,2.0,0,0,4,12,4410,1440,1990,0,98006,47.5485,-122.124,4830,36200 +5416100020,20141209T000000,323000.0,3,1.75,1910,8329,1.0,0,0,3,8,1910,0,2004,0,98022,47.19,-122.016,2510,9259 +8682261650,20140710T000000,554000.0,2,2.0,1670,4996,1.0,0,0,3,8,1670,0,2004,0,98053,47.7141,-122.031,1670,4996 +8100400170,20150410T000000,500000.0,3,2.0,2050,11454,1.0,0,0,3,8,2050,0,1987,0,98052,47.6389,-122.11,1980,11424 +1604590190,20150513T000000,775000.0,5,3.5,3730,16679,1.0,0,0,3,10,2760,970,1990,0,98075,47.5987,-122.029,3280,16679 +6882510020,20140715T000000,340000.0,4,1.75,1800,5210,1.0,0,0,5,7,1080,720,1979,0,98118,47.5298,-122.28,1870,5365 +3459800020,20150406T000000,560000.0,4,1.75,2230,6838,1.0,0,0,3,7,1320,910,1985,0,98008,47.5742,-122.118,1580,7500 +5437600010,20150406T000000,304000.0,3,2.5,1670,5298,2.0,0,0,3,8,1670,0,2002,0,98042,47.3925,-122.165,1920,5298 +1395500020,20141107T000000,279900.0,3,1.0,1400,10800,1.0,0,0,3,6,1400,0,1962,0,98034,47.719,-122.202,1430,10000 +807800020,20150304T000000,315000.0,5,3.0,2110,10766,2.0,0,0,3,7,2110,0,2005,0,98030,47.3599,-122.176,1460,10400 +1563102880,20140621T000000,849000.0,4,2.0,2160,6300,1.5,0,1,4,8,2160,0,1928,0,98116,47.5662,-122.404,1980,5152 +8937500020,20150210T000000,325000.0,3,1.75,2420,14862,1.0,0,0,3,8,1380,1040,1977,0,98023,47.3301,-122.365,2550,14675 +629420480,20140926T000000,786000.0,4,3.5,3320,8808,2.0,0,0,3,9,3320,0,2005,0,98075,47.592,-121.989,3160,9226 +8961950250,20140915T000000,384000.0,5,2.75,3220,8160,2.0,0,0,3,9,3220,0,1999,0,98001,47.3154,-122.254,2876,11521 +4217400420,20141124T000000,907000.0,3,1.5,1340,6000,1.5,0,1,3,9,1340,0,1927,0,98105,47.66,-122.282,2600,6000 +3121500020,20140702T000000,700000.0,3,2.5,2490,23891,2.0,0,0,3,9,2490,0,1993,0,98053,47.6716,-122.029,2900,34705 +2025700430,20140826T000000,269500.0,3,2.0,1640,8395,1.0,0,0,4,7,1640,0,1991,0,98038,47.348,-122.035,1510,7180 +739800250,20150222T000000,269000.0,3,2.25,1420,7297,1.0,0,0,3,7,1130,290,1984,0,98031,47.4046,-122.194,1730,7419 +8647600020,20141111T000000,749950.0,4,2.5,3340,123600,2.0,0,0,3,10,3340,0,2005,0,98053,47.6101,-121.955,3730,123600 +1518000290,20150316T000000,325000.0,3,2.75,1580,4007,2.0,0,0,3,7,1580,0,2001,0,98019,47.7367,-121.969,1770,3799 +8917100020,20140606T000000,1150000.0,3,1.5,2170,16600,1.0,1,2,3,10,1130,1040,1979,0,98052,47.6307,-122.088,3130,13875 +3205100010,20141216T000000,406000.0,3,1.5,1370,7853,1.0,0,0,4,7,1370,0,1962,0,98056,47.5409,-122.18,1730,9465 +2405500050,20140606T000000,650000.0,4,2.5,2840,9354,2.0,0,0,3,10,2840,0,1990,0,98074,47.6274,-122.04,2540,10200 +7823700005,20140707T000000,295000.0,3,1.75,1940,7500,1.5,0,0,4,8,1940,0,1918,1985,98022,47.2062,-121.993,1650,7500 +8642600170,20141009T000000,375000.0,4,2.0,1757,19370,1.0,0,2,5,7,1757,0,1955,0,98198,47.3974,-122.312,1850,11125 +7518502960,20150227T000000,395000.0,2,1.0,980,5100,1.0,0,0,4,6,980,0,1907,0,98117,47.6824,-122.38,1190,5100 +4279600080,20141231T000000,609000.0,6,3.0,2470,9267,2.0,0,0,3,8,2470,0,1982,0,98007,47.6025,-122.152,2470,9151 +6421100592,20140910T000000,510000.0,3,1.75,1610,11950,1.0,0,2,3,7,1210,400,1984,0,98052,47.6705,-122.138,1610,9363 +7967200290,20140530T000000,190000.0,3,2.25,1590,11745,1.0,0,0,3,7,1090,500,1978,0,98001,47.3553,-122.28,1540,12530 +7228501903,20140805T000000,250000.0,1,1.0,780,1033,1.0,0,0,3,7,780,0,1922,1985,98122,47.6155,-122.306,1040,1319 +9275200080,20141107T000000,295000.0,3,1.5,720,7450,1.0,0,1,1,5,720,0,1924,0,98126,47.584,-122.375,2600,7360 +8825900095,20150421T000000,740000.0,3,1.5,1630,4080,1.5,0,0,4,8,1630,0,1927,0,98115,47.6756,-122.308,1950,4080 +7849201100,20150217T000000,323000.0,3,1.0,1590,7759,2.0,0,0,4,7,1590,0,1912,1984,98065,47.5217,-121.819,1600,7200 +8562790980,20150303T000000,713000.0,3,2.75,2310,1850,2.0,0,0,3,10,2020,290,2011,0,98027,47.5304,-122.073,2340,2155 +1370801435,20141105T000000,1070000.0,3,1.75,2320,6090,2.0,0,3,3,8,2040,280,1939,0,98199,47.643,-122.412,3110,7052 +3897100275,20141027T000000,460000.0,3,1.75,1660,9900,2.0,0,0,3,8,1660,0,1978,0,98033,47.6704,-122.184,1720,6600 +6745700190,20150407T000000,880000.0,3,1.75,2070,5000,1.5,0,0,3,8,2070,0,1920,0,98144,47.5828,-122.291,2630,5000 +2770600795,20150302T000000,585000.0,4,1.75,2500,7000,1.0,0,0,3,7,1250,1250,1947,0,98199,47.648,-122.386,1680,7000 +1148000190,20140522T000000,249950.0,2,1.0,940,8532,1.0,0,0,4,7,940,0,1959,0,98166,47.4814,-122.343,1050,8100 +5039300305,20141107T000000,450000.0,3,2.5,1990,3478,2.0,0,0,3,10,1520,470,1990,0,98199,47.6361,-122.399,1710,6157 +3981200250,20140926T000000,450000.0,3,2.5,2620,14096,2.0,0,0,4,9,2620,0,1989,0,98042,47.3513,-122.1,3010,14096 +5457300095,20150107T000000,1775000.0,4,3.25,3730,7071,3.0,0,2,3,11,3730,0,1985,0,98109,47.6292,-122.355,3730,7680 +1862400479,20140923T000000,350000.0,3,3.25,1600,1298,3.0,0,0,3,8,1600,0,1999,0,98117,47.6954,-122.375,1600,1348 +8669160010,20150325T000000,292500.0,3,2.5,2095,3438,2.0,0,0,3,7,2095,0,2008,0,98002,47.3523,-122.213,1805,3402 +2481630290,20140626T000000,879000.0,4,2.75,4230,31747,2.0,0,0,4,10,4230,0,1985,0,98072,47.731,-122.132,4080,35576 +8925100255,20140612T000000,1184000.0,4,2.5,3200,7500,1.5,0,1,5,8,1860,1340,1948,0,98115,47.6826,-122.274,2500,6500 +424069130,20150213T000000,584999.0,4,2.75,2050,17859,1.0,0,0,4,7,1300,750,1967,0,98075,47.5945,-122.056,2960,20908 +2231800020,20141120T000000,366000.0,4,2.75,2020,8093,1.0,0,0,5,7,1300,720,1961,0,98133,47.7685,-122.332,1920,8089 +3625700080,20150108T000000,987500.0,4,2.25,3270,15760,1.0,0,0,4,10,2000,1270,1974,0,98040,47.5295,-122.229,4100,15760 +3343901188,20150323T000000,300000.0,3,1.0,1320,7200,1.0,0,0,4,7,1320,0,1959,0,98056,47.5048,-122.19,1720,7249 +1328330430,20150408T000000,299000.0,2,1.75,1270,7800,1.0,0,0,4,7,890,380,1981,0,98058,47.4438,-122.134,2020,8025 +2464400500,20140714T000000,560000.0,4,1.75,1980,2700,1.5,0,0,3,8,1210,770,1931,0,98115,47.6865,-122.32,1720,2910 +4054710190,20140701T000000,695000.0,3,2.5,2620,51354,2.0,0,0,3,9,2620,0,1998,0,98077,47.7211,-122.028,2620,37042 +5095400630,20141205T000000,360000.0,4,1.75,1750,18810,1.0,0,0,3,7,1220,530,1977,0,98059,47.4719,-122.074,1840,17424 +1788300020,20140708T000000,183500.0,3,1.0,1040,8892,1.0,0,0,4,6,800,240,1958,0,98023,47.3273,-122.349,820,9000 +3336001470,20140619T000000,311000.0,3,1.75,1900,3000,1.5,0,0,5,7,1070,830,1903,0,98118,47.5255,-122.265,1130,6000 +1310960190,20141021T000000,263000.0,3,1.75,1660,7210,1.0,0,0,4,7,1660,0,1977,0,98032,47.3609,-122.274,2150,7350 +1545803340,20150224T000000,269000.0,3,1.75,1530,7930,1.0,0,0,5,7,1530,0,1986,0,98038,47.3609,-122.05,1610,7930 +524059148,20140606T000000,1600000.0,4,3.5,4280,9583,2.0,0,0,3,11,4280,0,2005,0,98004,47.5979,-122.197,2360,10031 +7852190290,20150303T000000,564000.0,4,2.5,2870,6658,2.0,0,0,3,8,2870,0,2004,0,98065,47.5394,-121.878,2770,6658 +2385200050,20140620T000000,425000.0,3,2.5,2540,5612,2.0,0,0,3,9,2540,0,1999,0,98059,47.4965,-122.157,2380,6303 +8827901060,20140709T000000,679000.0,4,2.75,2100,4480,1.5,0,0,4,7,1780,320,1928,0,98105,47.6691,-122.294,2050,4480 +6456200020,20140826T000000,410000.0,3,2.0,1740,9300,1.0,0,0,4,7,1740,0,1952,0,98166,47.4526,-122.357,1540,9638 +4166800080,20141020T000000,340000.0,4,2.5,2441,7316,2.0,0,0,3,8,2441,0,2007,0,98023,47.3237,-122.337,2724,7357 +1591600307,20150511T000000,360000.0,3,1.75,1810,7200,1.0,0,0,5,7,1030,780,1959,0,98146,47.4993,-122.364,1950,8384 +926069132,20140520T000000,450000.0,3,1.5,2060,44866,1.0,0,0,3,8,2060,0,1953,0,98077,47.7503,-122.051,2320,43995 +7130300170,20150326T000000,552000.0,4,2.75,3160,8429,1.0,0,3,4,7,1620,1540,1982,0,98178,47.511,-122.251,1760,6780 +2599200460,20140805T000000,294000.0,4,2.0,2930,12840,1.5,0,0,4,8,2930,0,1965,0,98092,47.2957,-122.187,1960,10920 +7214400005,20150313T000000,663500.0,2,1.0,1310,5200,1.0,0,0,3,7,910,400,1946,0,98115,47.6784,-122.304,1320,4794 +5017000470,20140710T000000,1975000.0,6,4.5,4800,9097,2.0,0,0,3,10,3580,1220,2007,0,98112,47.6259,-122.291,2180,6037 +8651402660,20141008T000000,175409.0,4,1.5,1450,5530,1.0,0,0,4,6,1450,0,1969,0,98042,47.3613,-122.087,1060,5200 +8665900328,20150123T000000,459000.0,4,3.0,1900,9077,2.0,0,0,3,7,1900,0,1954,2015,98155,47.7684,-122.304,1900,12868 +3881900321,20140514T000000,339950.0,3,1.0,1050,5402,1.5,0,0,4,7,1050,0,1906,0,98144,47.5867,-122.311,1510,4685 +1524079028,20141029T000000,393000.0,5,1.75,1610,15246,1.0,0,0,3,6,1610,0,1936,0,98024,47.5654,-121.894,1410,10500 +626049091,20140627T000000,275500.0,2,1.0,720,11400,1.0,0,0,5,6,720,0,1951,0,98133,47.7641,-122.341,1690,8075 +6073200020,20150413T000000,485000.0,3,1.0,1020,9835,1.0,0,0,5,7,1020,0,1955,0,98006,47.5728,-122.179,1210,9622 +3243100050,20140722T000000,250000.0,3,1.0,1250,7920,1.0,0,0,4,7,1250,0,1960,0,98059,47.4853,-122.126,1440,9648 +1693600080,20141030T000000,935100.0,4,3.5,3200,8049,1.0,0,0,3,8,2700,500,1980,0,98005,47.5841,-122.172,1640,8506 +7140600020,20150414T000000,245000.0,3,1.0,990,9599,1.0,0,0,4,6,990,0,1959,0,98002,47.2934,-122.215,1216,10364 +6388910280,20150429T000000,670000.0,4,2.5,2850,25993,2.0,0,0,4,9,2850,0,1989,0,98056,47.5318,-122.17,2480,12672 +2524000050,20141212T000000,1393000.0,3,3.5,4240,21578,2.0,0,0,3,10,3500,740,1994,0,98040,47.5614,-122.215,3120,16440 +2223069120,20140820T000000,440000.0,4,1.75,2800,49149,1.0,0,0,4,7,1400,1400,1978,0,98027,47.4649,-122.034,2560,61419 +1732801300,20141008T000000,1248000.0,2,2.5,2310,3313,2.0,0,0,3,9,2310,0,2006,0,98119,47.6318,-122.365,2700,5670 +1685200020,20140827T000000,203000.0,3,1.75,1490,8000,1.0,0,0,4,7,1200,290,1978,0,98092,47.3187,-122.18,1540,8000 +9510970050,20140901T000000,583000.0,4,2.5,1840,4011,2.0,0,0,3,9,1840,0,2005,0,98052,47.6662,-122.083,2120,4011 +7156200005,20150402T000000,575000.0,3,1.0,1740,9163,1.0,0,0,3,7,1740,0,1954,0,98125,47.705,-122.299,1490,6509 +5316100780,20140922T000000,2575000.0,4,3.5,3280,3800,2.0,0,0,3,11,2880,400,2011,0,98112,47.6299,-122.28,2050,3800 +9362000080,20150316T000000,1600000.0,5,3.5,4050,20925,2.0,0,3,3,10,3020,1030,1973,2005,98040,47.5348,-122.241,3880,18321 +2221800080,20150416T000000,312500.0,4,2.5,2160,8755,2.0,0,0,3,7,2160,0,1993,0,98030,47.3585,-122.195,1990,7971 +2722059075,20140811T000000,455000.0,3,2.75,2720,31314,3.0,0,2,3,8,2720,0,1986,0,98042,47.3689,-122.163,2290,15188 +3459600440,20141125T000000,1310000.0,5,3.0,3650,16600,1.0,0,3,4,9,1860,1790,1978,0,98006,47.56,-122.144,3150,10400 +6844700415,20150316T000000,605000.0,4,2.25,1750,6120,1.0,0,0,3,7,1150,600,1962,0,98115,47.6958,-122.29,1350,6120 +1223089016,20140718T000000,325000.0,3,2.25,2450,49658,1.0,0,0,3,7,1770,680,1978,0,98045,47.486,-121.726,1340,121097 +8044700010,20150427T000000,630000.0,3,1.75,1940,7306,1.0,0,0,3,8,1470,470,1982,0,98052,47.6632,-122.153,2360,8865 +2024059130,20150109T000000,928950.0,4,3.75,3280,6000,2.0,0,0,3,9,3280,0,2014,0,98006,47.554,-122.19,2900,10108 +8019700010,20141010T000000,489950.0,3,1.75,2480,10804,1.0,0,0,3,8,1800,680,1976,0,98177,47.7721,-122.367,2480,10400 +1785400780,20150415T000000,550000.0,3,2.25,2120,18255,1.0,0,0,3,8,1590,530,1984,0,98074,47.6279,-122.037,2120,12997 +4222200380,20140805T000000,237000.0,3,2.0,1710,7920,1.0,0,0,3,8,1260,450,1968,0,98003,47.3473,-122.305,1760,8120 +7503000050,20140807T000000,390000.0,3,2.5,1690,10113,1.0,0,0,3,7,1310,380,1991,0,98028,47.7381,-122.223,1690,10113 +1592000680,20140528T000000,665000.0,3,2.5,2190,10370,2.0,0,0,3,9,2190,0,1987,0,98074,47.6218,-122.03,2470,10472 +4303200130,20150210T000000,277000.0,4,3.0,1960,5160,1.0,0,0,3,7,1170,790,2001,0,98106,47.5313,-122.36,1960,5160 +7731100066,20140612T000000,545000.0,3,1.0,1510,5000,1.5,0,0,3,7,1510,0,1909,0,98105,47.6708,-122.297,1680,4000 +2770602335,20150407T000000,615000.0,3,2.5,1490,1410,2.0,0,0,3,10,1300,190,2008,0,98199,47.6478,-122.383,1490,1715 +6706200130,20150415T000000,343000.0,3,1.75,2210,7920,1.0,0,0,3,7,1400,810,1966,0,98178,47.4968,-122.237,2220,7920 +6632300567,20140730T000000,597000.0,4,2.5,2340,7877,2.0,0,0,3,9,2340,0,2004,0,98125,47.73,-122.315,1920,9116 +7000100635,20140715T000000,600000.0,3,1.0,940,19000,1.0,0,0,3,6,940,0,1945,0,98004,47.5828,-122.19,2280,19000 +1954420420,20150313T000000,479000.0,3,1.75,1470,6018,1.0,0,0,3,8,1470,0,1987,0,98074,47.6171,-122.044,1720,6584 +7809200005,20141216T000000,292000.0,3,1.75,1650,14633,1.0,0,0,4,7,1650,0,1958,0,98056,47.4984,-122.176,1370,12495 +3056000050,20140912T000000,265000.0,3,1.5,1400,6527,1.0,0,0,3,7,1110,290,1957,0,98166,47.4535,-122.358,1690,7597 +7214780050,20150420T000000,623000.0,4,2.5,2710,49044,2.0,0,0,3,9,2710,0,1988,0,98077,47.774,-122.08,2560,38190 +3210950080,20140514T000000,486000.0,4,2.5,2150,39449,1.0,0,0,3,7,1420,730,1978,0,98024,47.5531,-121.892,2010,35717 +6914700130,20140615T000000,520500.0,3,2.0,1900,8100,1.0,0,0,4,7,950,950,1940,0,98115,47.6997,-122.319,1400,6380 +7237550130,20140520T000000,1300000.0,4,3.5,4380,74052,1.0,0,0,3,11,4380,0,2001,0,98053,47.6587,-122.009,5170,62291 +1250202660,20140924T000000,825000.0,4,1.0,2290,6300,1.5,0,4,4,7,2150,140,1921,0,98144,47.5917,-122.29,2390,6300 +3546000380,20140928T000000,259900.0,3,1.75,1690,7953,1.0,0,0,3,7,1690,0,1986,0,98030,47.3556,-122.175,1680,7425 +5451200280,20150402T000000,1170000.0,5,2.75,3090,12031,1.0,0,0,5,9,1600,1490,1968,0,98040,47.5342,-122.226,2280,10800 +7129301851,20140923T000000,245000.0,2,1.0,1120,5650,1.0,0,1,3,6,720,400,1904,0,98118,47.5155,-122.255,2160,6480 +582000010,20150320T000000,830200.0,3,2.5,2680,4990,1.0,0,0,5,8,1440,1240,1951,0,98199,47.6538,-122.393,2320,6000 +8078360080,20140623T000000,650000.0,4,2.5,2400,7351,2.0,0,0,3,9,2400,0,1990,0,98029,47.5707,-122.022,2330,7756 +2658000373,20150122T000000,305000.0,4,2.0,1610,6250,1.0,0,0,4,7,1610,0,1952,0,98118,47.5293,-122.271,1310,6000 +7504400290,20150305T000000,599000.0,5,2.5,3470,12003,2.0,0,0,3,8,3470,0,1978,0,98074,47.624,-122.048,2220,12283 +7137950460,20140926T000000,272000.0,4,2.5,2070,6175,2.0,0,0,3,8,2070,0,1993,0,98092,47.3262,-122.174,1940,6175 +3303950130,20141113T000000,415000.0,3,2.5,2420,10733,2.0,0,0,3,8,2420,0,1996,0,98038,47.3835,-122.035,1950,8534 +6648500440,20141121T000000,319000.0,4,2.25,2380,7400,1.0,0,0,4,8,1760,620,1979,0,98042,47.3555,-122.149,1940,7400 +3824100235,20140724T000000,425000.0,4,1.75,2120,15920,1.0,0,0,4,7,1060,1060,1960,0,98028,47.771,-122.258,2200,12580 +8732020440,20150428T000000,297500.0,4,2.5,2190,8100,1.0,0,0,4,8,1250,940,1978,0,98023,47.3131,-122.392,2100,8840 +8649900480,20140527T000000,725000.0,4,2.5,2740,12899,2.0,0,0,4,10,2740,0,1990,0,98075,47.5811,-122.028,2830,9453 +7708250010,20150107T000000,325000.0,3,2.5,1830,7585,2.0,0,0,4,8,1830,0,1995,0,98042,47.3893,-122.154,2070,7585 +7955040130,20140805T000000,460000.0,3,1.75,1370,8467,1.0,0,0,4,7,970,400,1972,0,98052,47.6644,-122.145,1650,8472 +3424069215,20150217T000000,396480.0,3,1.0,1000,10800,1.0,0,0,3,7,1000,0,1959,0,98027,47.52,-122.03,1140,16846 +1337801060,20150305T000000,1025000.0,3,1.0,2050,4800,2.0,0,0,3,8,1950,100,1922,0,98112,47.6315,-122.311,2220,4800 +2225300585,20141120T000000,370000.0,3,2.75,1750,9166,1.0,0,0,4,7,1170,580,1979,0,98155,47.7696,-122.325,1810,8760 +2525300380,20150416T000000,260656.0,3,1.0,1620,13803,1.0,0,0,4,6,1620,0,1969,0,98038,47.3631,-122.028,1260,10370 +5634500415,20140715T000000,431000.0,3,2.5,1710,12677,2.0,0,0,3,8,1710,0,1996,0,98028,47.75,-122.234,1610,12160 +2113700780,20150113T000000,320000.0,3,1.0,1060,5000,1.0,0,0,3,7,1060,0,1958,0,98106,47.5294,-122.354,1220,4600 +1310970380,20140519T000000,296500.0,3,2.75,2170,7900,1.0,0,0,4,8,1380,790,1978,0,98032,47.362,-122.277,2170,7700 +8562500380,20150309T000000,679000.0,4,2.5,3080,8451,1.0,0,0,3,7,1540,1540,1969,0,98052,47.674,-122.154,1550,8125 +567000680,20140801T000000,359000.0,3,3.0,1320,1071,2.0,0,0,3,7,1080,240,2003,0,98144,47.5942,-122.296,1780,7715 +1623049174,20150402T000000,330000.0,4,3.0,1920,12040,1.0,0,0,3,7,1920,0,1962,0,98168,47.4805,-122.301,1530,10230 +9406590280,20140516T000000,350000.0,4,2.5,2440,4000,2.0,0,0,3,7,2440,0,2009,0,98038,47.3841,-122.036,2410,4502 +3275800050,20141022T000000,242000.0,3,1.5,1640,8922,1.0,0,0,4,7,1640,0,1963,0,98146,47.495,-122.342,1540,9040 +326069027,20150326T000000,692500.0,3,2.5,2420,198198,2.0,0,0,3,9,2420,0,1997,0,98077,47.772,-122.022,2780,179467 +825049073,20140630T000000,441000.0,2,1.5,1190,3400,1.0,0,0,3,7,990,200,1919,0,98115,47.6726,-122.32,1410,3150 +3275870080,20141212T000000,765000.0,4,2.5,2910,15016,2.0,0,0,3,10,2910,0,1990,0,98052,47.69,-122.097,2870,13992 +6837700170,20140903T000000,375000.0,2,1.0,1010,4050,1.0,0,0,3,7,1010,0,1950,0,98116,47.5838,-122.382,2310,5000 +243000380,20150326T000000,365000.0,3,1.75,2080,7800,1.0,0,0,5,7,1220,860,1955,0,98166,47.4536,-122.355,1770,7860 +582000675,20140908T000000,580000.0,2,1.5,1990,6000,1.0,0,0,3,6,1430,560,1944,0,98199,47.6521,-122.398,1350,6000 +2655500235,20150410T000000,1605000.0,4,3.5,3920,19088,1.0,0,1,3,10,2240,1680,2005,0,98040,47.576,-122.214,3800,13749 +4178300040,20150219T000000,841000.0,4,2.5,3080,13870,2.0,0,0,4,9,3080,0,1981,0,98007,47.6197,-122.149,2920,12221 +3526059115,20150421T000000,515000.0,5,3.0,2670,11761,1.0,0,0,3,7,1370,1300,1981,0,98052,47.6895,-122.129,2580,10703 +1722069052,20141024T000000,565000.0,5,2.5,4320,107157,1.0,0,0,4,8,2160,2160,1967,0,98038,47.4009,-122.059,2480,107157 +5101404698,20141215T000000,365000.0,2,1.5,1200,6380,1.0,0,0,3,7,1200,0,1929,0,98115,47.697,-122.319,1290,6598 +13002495,20140707T000000,295000.0,3,1.5,1640,7222,2.0,0,0,4,7,1640,0,1908,0,98108,47.5215,-122.33,1240,5100 +2391600555,20140630T000000,406500.0,2,1.0,870,5750,1.0,0,0,4,7,870,0,1947,0,98116,47.5637,-122.395,1100,5750 +1133000144,20150212T000000,614905.0,3,2.5,2410,7225,2.0,0,0,3,8,2410,0,1991,0,98125,47.7211,-122.31,1940,8347 +2525049133,20150402T000000,1398000.0,5,2.25,2640,14959,1.0,0,0,4,7,1770,870,1929,0,98039,47.6191,-122.234,3240,17904 +345700180,20140716T000000,250000.0,2,1.0,990,10556,2.0,0,0,3,7,990,0,1981,0,98056,47.5118,-122.188,1350,7295 +7518504775,20141112T000000,549000.0,5,1.0,1500,3978,2.0,0,0,3,7,1500,0,1929,0,98117,47.6811,-122.383,1350,4080 +3056800230,20140820T000000,397000.0,4,2.5,1790,6590,2.0,0,0,3,7,1790,0,2005,0,98059,47.4829,-122.128,1950,5180 +6143600580,20140505T000000,184000.0,3,1.75,1490,10125,1.0,0,0,4,7,1490,0,1962,0,98001,47.3075,-122.284,2488,4981 +9471200265,20150505T000000,2500000.0,4,3.25,3960,16224,2.0,0,2,3,12,3100,860,1938,0,98105,47.6701,-122.259,3960,15050 +8024200855,20140728T000000,499100.0,3,1.5,1620,5108,1.0,0,0,3,7,1620,0,1954,0,98115,47.6978,-122.316,1380,6130 +3178100065,20140925T000000,676101.0,4,1.5,2270,6010,1.0,0,0,3,8,1290,980,1954,0,98115,47.6743,-122.269,2120,5987 +3432501295,20140623T000000,290000.0,3,1.0,1150,8145,1.0,0,0,4,6,990,160,1932,0,98155,47.7471,-122.317,1200,8145 +5467500040,20150304T000000,390000.0,4,1.75,2180,7560,1.0,0,0,4,7,1560,620,1962,0,98133,47.757,-122.336,1810,7352 +2872100245,20140604T000000,465000.0,3,1.0,910,4500,1.0,0,0,3,7,910,0,1948,0,98117,47.6828,-122.395,1370,5000 +1154100515,20140926T000000,470000.0,3,2.75,2770,54707,1.5,0,0,3,8,2370,400,1938,0,98155,47.7555,-122.289,1640,54707 +3298300210,20150219T000000,435000.0,3,1.0,940,7590,1.0,0,0,4,6,940,0,1959,0,98008,47.6231,-122.12,1250,7590 +2473002700,20140627T000000,415000.0,3,1.75,2410,8944,1.0,0,0,4,8,1860,550,1967,0,98058,47.4494,-122.139,2750,9600 +7544800395,20150225T000000,450000.0,3,2.0,1010,2820,1.5,0,0,3,7,1010,0,1905,0,98122,47.6066,-122.304,1330,3000 +822039111,20150327T000000,645000.0,3,2.5,2120,196995,1.0,0,1,3,9,2120,0,1997,0,98070,47.4089,-122.459,1304,92423 +2223059052,20140529T000000,231000.0,4,2.0,1530,6375,2.0,0,0,3,7,1530,0,1942,1983,98058,47.4692,-122.162,1500,8712 +1320069223,20140624T000000,358000.0,3,1.5,1810,100188,1.0,0,0,5,7,1810,0,1969,0,98022,47.2175,-121.995,1540,40415 +2551500220,20140815T000000,330000.0,3,1.0,1040,11900,1.0,0,0,5,6,1040,0,1972,0,98070,47.4332,-122.446,1250,9600 +1049000740,20141120T000000,229950.0,2,1.5,1160,1848,2.0,0,0,3,7,1160,0,1972,0,98034,47.7366,-122.176,1160,1566 +9324800180,20141016T000000,403250.0,2,1.5,1430,8137,1.0,0,0,3,7,1130,300,1934,0,98125,47.7307,-122.29,1430,8137 +7853220690,20140912T000000,470000.0,3,2.5,2280,6134,2.0,0,0,3,8,2280,0,2004,0,98065,47.5335,-121.854,2640,6167 +1545803980,20150425T000000,239000.0,3,1.0,1200,7810,1.0,0,0,4,7,1200,0,1967,0,98038,47.3631,-122.05,1590,7800 +2484700015,20150327T000000,579000.0,4,1.5,2480,6000,1.0,0,0,3,8,1520,960,1955,0,98136,47.5233,-122.386,1810,6000 +993000873,20150318T000000,380500.0,3,2.0,1270,1348,3.0,0,0,3,8,1270,0,2003,0,98103,47.6929,-122.342,1180,1360 +9520900210,20141231T000000,614285.0,5,2.75,2730,6401,2.0,0,0,3,8,2730,0,2015,0,98072,47.7685,-122.16,2520,6126 +3629960590,20150407T000000,376000.0,2,2.0,1340,1635,2.0,0,0,3,8,1340,0,2003,0,98029,47.5476,-122.005,1410,1375 +9558200210,20150217T000000,290000.0,3,1.0,1240,9300,1.0,0,0,3,7,1240,0,1954,0,98148,47.4363,-122.333,1250,9300 +3876000910,20150129T000000,487000.0,4,2.25,2400,7000,1.0,0,0,4,8,1800,600,1965,0,98034,47.7207,-122.184,2210,7210 +7228501745,20150219T000000,935000.0,4,2.0,1220,7489,2.0,0,0,3,7,1220,0,1903,0,98122,47.6133,-122.306,1220,3750 +8856004328,20150327T000000,255000.0,4,2.5,2163,5882,2.0,0,0,3,7,2163,0,2006,0,98001,47.2736,-122.251,1760,9600 +253600150,20140826T000000,380000.0,2,2.5,1860,3504,2.0,0,0,3,7,1860,0,2000,0,98028,47.776,-122.239,1860,4246 +5101400934,20150424T000000,450000.0,2,1.0,810,4368,1.0,0,0,3,6,810,0,1958,0,98115,47.6915,-122.312,1890,5253 +9202650100,20141010T000000,622000.0,3,2.5,1950,7481,2.0,0,0,3,8,1950,0,1987,0,98027,47.564,-122.091,1980,8479 +2310030490,20150323T000000,292500.0,3,2.25,1390,6004,2.0,0,0,3,8,1390,0,1993,0,98038,47.3536,-122.047,1630,6397 +1860600535,20141220T000000,1320000.0,4,3.0,2120,3600,2.0,0,3,4,8,1830,290,1908,1996,98119,47.6344,-122.369,2120,3600 +1250201130,20150206T000000,410000.0,4,2.0,1510,3240,1.0,0,0,5,7,870,640,1901,0,98144,47.5972,-122.296,1420,5160 +3298700820,20141024T000000,160000.0,3,1.75,1010,5355,1.0,0,0,3,6,1010,0,1950,0,98106,47.5202,-122.351,750,4515 +1339300025,20140602T000000,809000.0,4,1.5,1840,4337,2.0,0,0,4,8,1840,0,1917,0,98112,47.6312,-122.307,2250,4337 +4006000571,20150312T000000,183750.0,5,2.75,1650,5453,1.0,0,0,3,7,1650,0,1970,0,98118,47.5293,-122.285,1670,5885 +9310300300,20141013T000000,411000.0,5,1.75,2860,12293,1.0,0,0,4,8,1430,1430,1947,0,98133,47.7385,-122.348,1920,18110 +5332200515,20150209T000000,1050000.0,3,1.75,2650,5512,2.0,0,0,3,9,2250,400,1984,0,98112,47.6265,-122.295,1440,5100 +809001565,20140822T000000,625000.0,2,1.0,1100,4160,1.0,0,0,3,7,1100,0,1919,0,98109,47.6352,-122.352,1900,4000 +9406520580,20140819T000000,305000.0,3,2.25,1646,9519,2.0,0,0,3,7,1646,0,1994,0,98038,47.3646,-122.036,1975,8889 +1323059143,20150423T000000,915000.0,4,4.5,5250,48352,2.0,0,0,3,10,5250,0,1998,0,98059,47.4858,-122.111,2500,48352 +2131701020,20150311T000000,317000.0,3,1.5,1390,8300,1.0,0,0,4,7,1390,0,1974,0,98019,47.7383,-121.983,1470,7500 +3438503045,20150120T000000,165000.0,2,1.0,780,6380,1.0,0,0,3,6,780,0,1947,0,98106,47.5423,-122.351,1270,6960 +3204300705,20140515T000000,575000.0,2,1.0,1490,6000,1.0,0,0,3,7,1090,400,1946,0,98112,47.6296,-122.3,1590,6000 +7941600220,20140610T000000,219900.0,3,1.0,970,7742,1.0,0,0,4,6,970,0,1967,0,98003,47.3173,-122.327,970,7650 +3885805175,20141001T000000,1485000.0,4,3.25,3730,7200,2.0,0,0,3,10,2810,920,2006,0,98033,47.6824,-122.199,2490,7200 +1237500120,20140520T000000,300000.0,3,1.0,1090,9900,1.0,0,0,4,7,1090,0,1955,0,98052,47.6755,-122.16,1720,10419 +322069020,20140619T000000,520000.0,3,1.75,1940,219527,1.0,0,0,3,7,1940,0,1991,0,98038,47.4214,-122.02,2060,108900 +1310700330,20150507T000000,310000.0,4,2.25,1780,8820,1.0,0,0,4,8,1480,300,1966,0,98032,47.3618,-122.289,1780,8625 +423059207,20150223T000000,322500.0,3,2.0,1190,6445,1.0,0,0,3,7,1190,0,1996,0,98056,47.5057,-122.172,1920,8195 +7205000180,20150417T000000,320000.0,4,2.25,2000,10374,2.0,0,1,4,7,2000,0,1967,0,98023,47.3342,-122.34,2170,10374 +7852180530,20150403T000000,440000.0,3,2.5,1390,4997,2.0,0,0,3,7,1390,0,2004,0,98065,47.5303,-121.855,2340,4125 +6021501780,20140818T000000,578000.0,3,1.0,1500,4500,1.0,0,0,3,7,1120,380,1938,0,98117,47.6873,-122.385,1440,4500 +8673400061,20141119T000000,382000.0,2,1.5,1070,877,3.0,0,0,3,8,1070,0,2005,0,98107,47.6699,-122.393,1320,1193 +3905100220,20140528T000000,535000.0,3,2.5,1720,4006,2.0,0,0,3,8,1720,0,1994,0,98029,47.569,-122.007,1780,3974 +5104540330,20150508T000000,679000.0,4,2.5,3680,7236,2.0,0,0,3,10,3680,0,2006,0,98038,47.3543,-122.005,3310,7180 +6752300120,20141201T000000,258900.0,3,2.25,1400,10436,1.0,0,0,4,7,1040,360,1985,0,98058,47.4261,-122.144,1860,9318 +4077800412,20150316T000000,563000.0,3,1.5,1730,9509,2.0,0,0,3,8,1270,460,1955,0,98125,47.7067,-122.282,1810,8795 +2787250090,20140618T000000,562000.0,5,3.0,2795,15101,2.0,0,0,3,8,2795,0,1996,0,98019,47.7301,-121.972,2750,14567 +461002150,20150105T000000,725000.0,4,1.75,2000,3750,1.0,0,0,5,8,1120,880,1950,0,98117,47.6816,-122.374,1370,5000 +1898310100,20150220T000000,236775.0,3,2.5,1830,8372,2.0,0,0,3,8,1830,0,1987,0,98023,47.3116,-122.4,1770,8372 +3886902950,20140911T000000,860000.0,4,3.5,3380,8098,1.0,0,1,5,9,1690,1690,1952,0,98033,47.6839,-122.19,1890,8400 +4427100025,20140509T000000,270000.0,3,1.5,1500,6337,1.0,0,0,5,7,1500,0,1953,0,98125,47.7276,-122.312,1420,6337 +4038700730,20141230T000000,621000.0,4,2.75,1950,6930,1.0,0,2,4,7,1250,700,1960,0,98008,47.616,-122.113,1950,8560 +7852011020,20150327T000000,527900.0,3,2.5,2490,5928,2.0,0,2,3,8,2490,0,1998,0,98065,47.5385,-121.87,2420,6381 +126059018,20150108T000000,395000.0,4,2.25,1780,10748,2.0,0,0,4,8,1780,0,1964,0,98072,47.762,-122.11,2070,37680 +9407001340,20140522T000000,320000.0,3,2.0,1110,10500,1.0,0,0,5,7,1110,0,1978,0,98045,47.4456,-121.773,1230,10395 +2799800750,20150416T000000,300000.0,4,2.5,2500,4750,2.0,0,0,3,8,2500,0,2003,0,98042,47.3666,-122.122,2690,4750 +192000120,20140520T000000,320000.0,3,1.75,1480,7225,1.0,0,0,4,7,1480,0,1965,0,98056,47.513,-122.185,1430,7201 +625069064,20150507T000000,625000.0,3,2.25,2570,47480,1.0,0,0,3,9,2570,0,1979,0,98053,47.6854,-122.079,2570,106722 +2391600330,20150410T000000,505000.0,2,1.0,810,5060,1.0,0,0,3,6,810,0,1941,0,98116,47.5635,-122.394,900,5060 +4180400090,20140613T000000,300000.0,4,2.5,2700,10814,1.0,0,0,4,8,1560,1140,1966,0,98030,47.369,-122.177,2460,6310 +50300220,20150212T000000,363000.0,4,2.5,2180,9281,2.0,0,0,3,8,2180,0,2004,0,98042,47.3673,-122.072,2520,9520 +4141010110,20140808T000000,1700000.0,4,3.5,4330,15335,2.0,0,0,4,11,3230,1100,1988,0,98040,47.5315,-122.231,3840,14311 +6641040100,20140515T000000,1146800.0,4,3.5,4210,10308,2.0,0,0,3,10,4210,0,2006,0,98008,47.5905,-122.117,3860,10200 +7922720040,20150317T000000,680000.0,4,2.5,2880,9202,1.0,0,0,3,8,1780,1100,1977,0,98052,47.6658,-122.139,2500,10265 +8825900245,20141209T000000,678940.0,5,2.25,2610,4080,2.0,0,0,5,7,1750,860,1909,0,98115,47.6757,-122.309,2160,4080 +3883100220,20150120T000000,299000.0,3,1.75,2010,8065,1.0,0,0,4,7,1090,920,1984,0,98031,47.4171,-122.202,1560,8065 +3649100306,20140506T000000,379900.0,4,1.75,1500,11600,1.0,0,0,4,7,1000,500,1955,0,98028,47.7373,-122.241,1740,11600 +1099600090,20140613T000000,205000.0,3,1.0,1290,6566,1.0,0,0,5,7,1290,0,1976,0,98023,47.3004,-122.377,1690,6860 +9828201725,20140520T000000,387500.0,4,1.0,1320,4440,1.5,0,0,3,7,1320,0,1929,0,98122,47.6145,-122.295,1260,4440 +9352901085,20150204T000000,256000.0,3,1.0,1290,4720,1.0,0,0,3,6,790,500,1948,0,98106,47.5186,-122.358,1110,4720 +4104910040,20140701T000000,548000.0,4,2.5,2440,11005,2.0,0,0,3,9,2440,0,1994,0,98056,47.5318,-122.176,2590,14754 +6147600040,20150224T000000,163000.0,3,1.75,1290,4811,1.0,0,0,3,7,1290,0,1996,0,98032,47.3912,-122.234,1310,4811 +6371000026,20150122T000000,367500.0,2,2.0,1030,600,2.0,0,0,3,8,680,350,2004,0,98116,47.5788,-122.41,1120,1267 +8121100147,20140714T000000,390000.0,3,2.25,1640,2875,2.0,0,0,3,6,1240,400,1983,0,98118,47.5686,-122.286,1500,3960 +6152900332,20140801T000000,415000.0,4,2.5,1160,16008,1.0,0,0,4,7,1160,0,1989,0,98155,47.7643,-122.295,1570,12645 +9522600120,20141022T000000,449000.0,4,2.25,2230,8440,2.0,0,0,4,8,2230,0,1968,0,98011,47.7558,-122.217,2160,9412 +2207200405,20140716T000000,460000.0,5,2.0,1910,12264,1.0,0,0,4,7,1010,900,1963,0,98007,47.601,-122.134,1700,9179 +203900690,20141223T000000,395000.0,4,2.0,1980,15354,1.0,0,0,3,7,1980,0,1977,0,98053,47.638,-121.968,1420,12300 +252000300,20150120T000000,300000.0,3,2.0,1470,16500,1.0,0,0,3,7,1470,0,1961,0,98042,47.3617,-122.061,1720,14406 +8899100230,20150311T000000,345000.0,3,1.75,1520,7439,1.0,0,0,4,7,1520,0,1969,0,98055,47.457,-122.208,1650,7500 +685000265,20150102T000000,825000.0,3,1.75,1930,8442,1.0,0,0,4,7,1930,0,1953,0,98004,47.6313,-122.204,1790,8442 +2705600068,20150327T000000,539950.0,3,2.5,1330,2180,3.0,0,0,3,8,1330,0,2014,0,98117,47.6987,-122.365,1330,5000 +3326059191,20140616T000000,410000.0,4,2.0,1580,9581,1.0,0,0,3,7,1580,0,1953,0,98033,47.692,-122.165,1580,10552 +1207000025,20140801T000000,245000.0,3,1.0,1370,6000,1.0,0,0,3,7,1370,0,1955,0,98146,47.4879,-122.339,1370,9520 +3288301050,20140819T000000,482000.0,4,2.75,3010,15750,1.0,0,0,4,8,1560,1450,1973,0,98034,47.7336,-122.183,2110,9450 +9407001500,20140811T000000,270000.0,3,1.75,1390,9000,1.0,0,0,4,7,1390,0,1978,0,98045,47.4469,-121.772,1400,9697 +3882300090,20141226T000000,475000.0,3,1.75,1330,14560,1.0,0,0,3,7,1330,0,1983,0,98052,47.6599,-122.135,1510,9890 +2926049221,20141014T000000,445800.0,3,2.0,1320,6500,1.0,0,0,3,7,1320,0,1947,0,98125,47.7119,-122.319,1110,6592 +2121000300,20150219T000000,518000.0,4,3.0,2430,11670,1.0,0,0,4,7,1330,1100,1978,0,98034,47.7307,-122.228,1580,10464 +3885801970,20140812T000000,785000.0,2,0.75,1260,4800,1.5,0,2,4,6,1080,180,1942,0,98033,47.6843,-122.212,2660,7200 +3869900120,20150226T000000,430000.0,3,2.5,1690,1310,2.0,0,0,3,8,1140,550,2004,0,98136,47.5404,-122.387,1640,1321 +4077800026,20140530T000000,715000.0,4,1.75,3420,7200,1.0,0,3,5,8,1770,1650,1947,0,98125,47.7081,-122.277,2450,6200 +9324800450,20141009T000000,560000.0,3,1.5,2790,6900,1.0,0,2,3,8,1700,1090,1955,0,98125,47.7328,-122.288,2410,8100 +1250201194,20141107T000000,449000.0,3,1.75,1270,6600,1.5,0,0,5,7,1270,0,1903,0,98144,47.5976,-122.295,1490,3600 +2597520580,20141008T000000,805000.0,4,2.5,2910,9000,2.0,0,0,3,9,2910,0,1989,0,98006,47.5451,-122.142,2530,9000 +6679000720,20140924T000000,296000.0,3,2.5,1560,5845,2.0,0,0,3,7,1560,0,2003,0,98038,47.3851,-122.029,1860,5752 +7312400325,20140625T000000,275000.0,2,1.0,770,4840,1.0,0,0,4,7,770,0,1927,0,98126,47.551,-122.376,930,4840 +2473500110,20150112T000000,419950.0,3,1.75,1770,16909,1.0,0,0,5,8,1770,0,1977,0,98058,47.4458,-122.134,1960,9100 +1773100123,20141002T000000,285000.0,3,1.75,1100,1307,2.0,0,0,3,7,780,320,2008,0,98106,47.5601,-122.363,1170,4800 +6791050100,20140721T000000,775000.0,3,2.5,2890,8470,2.0,0,0,3,10,2890,0,1996,0,98075,47.5785,-122.054,3000,8879 +1823059106,20150428T000000,288250.0,3,1.75,2110,15400,1.0,0,0,3,7,1380,730,1963,0,98178,47.4861,-122.226,2110,9800 +3644100065,20150427T000000,257000.0,2,1.75,1220,2268,1.0,0,0,4,6,610,610,1909,0,98144,47.592,-122.295,1240,1675 +5652601075,20140825T000000,377000.0,1,1.0,950,10585,1.5,0,0,3,6,950,0,1929,0,98115,47.6968,-122.297,1400,7056 +2769601250,20150512T000000,550000.0,2,1.0,1420,3100,1.0,0,0,3,7,820,600,1924,0,98107,47.6737,-122.365,1420,3915 +9842300540,20140624T000000,339000.0,3,1.0,1100,4128,1.0,0,0,4,7,720,380,1942,0,98126,47.5296,-122.379,1510,4538 +7818700410,20141106T000000,481500.0,3,1.75,2140,6000,1.0,0,0,3,7,1070,1070,1948,0,98117,47.6913,-122.366,1240,4650 +5437810360,20141107T000000,224500.0,3,1.75,1300,7735,1.0,0,0,4,7,1300,0,1980,0,98022,47.1983,-122.0,1300,8941 +5163700085,20140826T000000,260000.0,3,1.0,1790,11884,1.0,0,0,3,7,1790,0,1951,0,98031,47.3887,-122.22,1660,11513 +1794500360,20150423T000000,865000.0,2,1.0,1470,5400,1.5,0,0,3,8,1470,0,1912,0,98119,47.6391,-122.36,1760,3573 +1777600450,20150505T000000,730000.0,5,3.0,2500,11779,1.0,0,0,4,8,1550,950,1971,0,98006,47.5696,-122.127,2580,12055 +4083800555,20150326T000000,550000.0,2,1.0,980,3080,1.5,0,0,3,7,980,0,1910,1946,98103,47.6646,-122.339,1450,3333 +3359500096,20140820T000000,645000.0,3,2.0,2130,4000,2.0,0,0,3,7,2130,0,1908,0,98115,47.6741,-122.323,2010,4000 +4024100090,20141008T000000,250000.0,3,1.75,1360,16000,1.0,0,0,3,7,1360,0,1978,0,98155,47.7583,-122.306,1360,12939 +7228501910,20150122T000000,507200.0,3,3.5,1630,1329,2.0,0,0,3,9,1360,270,2000,0,98122,47.6159,-122.306,1580,1319 +7183000120,20140812T000000,380000.0,4,2.5,2500,11070,1.0,0,2,4,8,1300,1200,1964,0,98003,47.336,-122.334,2500,11070 +7527000090,20140814T000000,540000.0,4,1.75,2260,19500,1.0,0,2,3,8,1450,810,1971,0,98074,47.6555,-122.086,2980,19500 +8682281080,20140617T000000,738500.0,3,2.5,2300,6009,1.0,0,0,3,8,2300,0,2005,0,98053,47.7067,-122.013,1640,5931 +2525310040,20150129T000000,206000.0,3,1.0,1060,10350,1.0,0,0,4,7,1060,0,1980,0,98038,47.365,-122.028,1500,9660 +5589300210,20150317T000000,265000.0,2,1.0,940,9458,1.0,0,0,3,6,940,0,1948,0,98155,47.7523,-122.311,1450,9458 +4008400515,20150120T000000,190000.0,1,0.75,780,77603,1.0,0,0,1,5,780,0,1945,0,98058,47.4396,-122.104,1750,30847 +3268000040,20140628T000000,339900.0,3,1.0,1200,9087,1.0,0,0,5,7,1200,0,1969,0,98056,47.5234,-122.177,1250,11826 +1022059123,20141226T000000,250000.0,6,2.5,2590,10890,1.0,0,0,4,7,1340,1250,1970,0,98042,47.4126,-122.165,2474,10454 +3013300968,20140801T000000,416500.0,3,1.0,1100,4184,1.0,0,0,4,7,1100,0,1965,0,98136,47.5309,-122.382,1630,4366 +7853220740,20150407T000000,575000.0,4,2.5,2890,9775,2.0,0,2,3,8,2890,0,2004,0,98065,47.5339,-121.854,2640,7184 +3574801490,20140609T000000,385000.0,3,1.75,1230,7500,1.0,0,0,3,7,1230,0,1987,0,98034,47.7316,-122.224,1930,8747 +2987400025,20141009T000000,253000.0,3,1.0,1030,6250,1.0,0,0,3,7,1030,0,1960,1997,98056,47.4988,-122.168,1160,7250 +625049313,20140902T000000,460000.0,3,1.0,1140,4600,1.0,0,0,3,7,1140,0,1942,0,98103,47.6897,-122.337,1370,5000 +6169901085,20140807T000000,1445000.0,4,2.5,3200,3600,3.0,0,3,4,9,2600,600,1997,0,98119,47.632,-122.369,2490,4080 +9212900300,20150304T000000,492000.0,2,1.0,950,6000,1.0,0,0,3,7,950,0,1942,0,98115,47.6897,-122.294,1440,6000 +2520069100,20141016T000000,275000.0,4,2.0,1960,30480,1.0,0,2,4,7,1060,900,1972,0,98022,47.1924,-121.988,1460,8914 +2623069031,20140521T000000,542500.0,5,3.25,3010,1074218,1.5,0,0,5,8,2010,1000,1931,0,98027,47.4564,-122.004,2450,68825 +7625703945,20140701T000000,345000.0,2,1.0,1080,7775,1.0,0,0,3,6,1080,0,1955,0,98136,47.5447,-122.394,1730,7350 +9238480120,20150421T000000,575000.0,4,2.75,2730,35075,1.0,0,0,3,8,1530,1200,1979,0,98072,47.7726,-122.139,2310,35000 +626049058,20150504T000000,275000.0,5,2.5,2570,17234,1.0,0,0,3,7,1300,1270,1959,0,98133,47.7753,-122.355,1760,7969 +125059138,20140722T000000,510000.0,6,4.5,3300,7561,2.0,0,0,3,8,3300,0,1980,0,98052,47.6795,-122.104,2470,7561 +9185700485,20150401T000000,2538000.0,4,3.5,4350,6000,2.0,0,0,5,10,2970,1380,1908,0,98112,47.6277,-122.286,4190,7200 +2523089110,20140909T000000,830000.0,3,3.5,3820,145054,2.0,0,3,3,9,2870,950,1999,0,98045,47.4419,-121.736,2500,95950 +3825310540,20141121T000000,640000.0,4,2.5,2260,5172,2.0,0,0,3,9,2260,0,2004,0,98052,47.7047,-122.128,2680,5172 +7202340590,20141014T000000,702000.0,4,2.75,3880,15025,2.0,0,0,3,7,3880,0,2004,0,98053,47.6777,-122.035,2620,5300 +1952200410,20141119T000000,960000.0,3,2.5,2010,6857,1.0,0,0,4,9,1450,560,1955,0,98102,47.6402,-122.314,2380,6370 +7137900410,20150429T000000,190000.0,3,1.0,950,7610,1.0,0,0,3,7,950,0,1983,0,98092,47.3188,-122.174,1360,7938 +7105600085,20141009T000000,500000.0,3,2.25,1730,13040,1.0,0,0,4,8,1290,440,1988,0,98052,47.6809,-122.119,1730,11016 +1461200040,20140714T000000,529000.0,3,2.5,3070,22098,2.0,0,0,3,9,3070,0,1995,0,98059,47.4724,-122.147,3070,21803 +6675500035,20140613T000000,435000.0,3,1.75,1500,8173,1.0,0,0,3,7,1500,0,1997,0,98034,47.7293,-122.227,1970,8173 +4322500110,20150303T000000,670000.0,3,1.75,2160,5760,1.0,0,0,4,8,1260,900,1954,0,98136,47.5346,-122.391,2090,5760 +6064800090,20150507T000000,365000.0,3,2.25,1960,1985,2.0,0,0,3,7,1750,210,2003,0,98118,47.5419,-122.289,1760,1985 +8085400355,20141204T000000,1270000.0,5,3.0,3950,9520,1.0,0,0,3,9,2250,1700,1953,2002,98004,47.6363,-122.207,1890,9520 +943100220,20140925T000000,465000.0,3,1.0,1100,145490,1.5,0,0,4,6,1100,0,1915,0,98024,47.5697,-121.898,1100,11610 +854000165,20150107T000000,285000.0,3,1.5,1400,7582,1.0,0,0,3,7,1400,0,1956,0,98148,47.4536,-122.33,1280,7872 +1443500905,20150205T000000,219950.0,3,1.0,1020,4960,1.5,0,0,3,6,920,100,1926,0,98118,47.5328,-122.275,1230,7335 +4031700210,20141117T000000,220000.0,3,1.5,1600,10548,1.0,0,0,4,7,1600,0,1962,0,98001,47.2925,-122.284,2880,13609 +6169900580,20140709T000000,1465000.0,6,4.5,4230,6420,2.0,0,3,4,8,2360,1870,1916,0,98119,47.6301,-122.369,3450,4085 +4232401265,20141020T000000,1112750.0,5,3.5,3090,3600,2.0,0,0,3,9,2060,1030,2000,0,98112,47.6217,-122.309,2240,3904 +8682290410,20150417T000000,694000.0,2,2.5,2320,9311,1.0,0,0,3,8,2320,0,2007,0,98053,47.7226,-122.03,1680,4765 +3904902430,20150403T000000,620000.0,3,2.5,2440,10363,2.0,0,0,3,9,2440,0,1988,0,98029,47.5634,-122.016,2500,10728 +114101540,20140821T000000,415000.0,3,1.0,2020,19210,1.0,0,0,3,6,1760,260,1949,0,98028,47.7552,-122.229,1780,14469 +1025069106,20150223T000000,765000.0,3,3.0,3270,38088,2.0,0,0,3,10,3270,0,1992,0,98053,47.6692,-122.028,1870,37457 +3179101945,20140715T000000,864000.0,4,1.75,2260,6600,1.0,0,0,5,8,1220,1040,1948,0,98115,47.6753,-122.278,2240,6600 +3083000355,20141204T000000,385000.0,5,2.0,2020,4000,2.0,0,0,3,7,2020,0,1950,0,98144,47.5799,-122.305,1960,4000 +1741700040,20150113T000000,725000.0,3,1.0,1000,19969,1.0,0,0,3,7,1000,0,1951,0,98033,47.6745,-122.197,1370,7962 +1828001130,20140617T000000,545000.0,4,2.25,2030,11585,1.0,0,0,4,7,1590,440,1967,0,98052,47.6561,-122.13,1960,8977 +3211580210,20150411T000000,299900.0,3,1.75,1730,9893,1.0,0,0,4,9,1730,0,1988,0,98042,47.3747,-122.164,2120,9108 +1036000610,20150507T000000,639500.0,3,1.75,2010,8072,1.0,0,0,4,8,2010,0,1974,0,98052,47.6327,-122.097,2030,8055 +3378100100,20150317T000000,345000.0,4,1.5,1540,7168,1.0,0,0,3,7,1160,380,1964,0,98055,47.455,-122.198,1540,7176 +9286000150,20150330T000000,1125000.0,6,4.0,5330,18116,2.0,0,0,3,11,3950,1380,2000,0,98006,47.5503,-122.137,4590,16900 +7254200040,20150316T000000,345000.0,2,1.0,960,2700,1.0,0,0,3,6,780,180,1904,0,98144,47.6013,-122.299,1400,3000 +8827900690,20150421T000000,600000.0,3,2.0,1460,2800,1.0,0,0,4,7,730,730,1921,0,98105,47.67,-122.295,1780,4560 +9202500150,20141104T000000,355000.0,4,1.75,2160,7417,1.0,0,0,4,7,1360,800,1983,0,98056,47.5122,-122.181,1880,8022 +1786810040,20140909T000000,698000.0,3,2.75,2640,11957,1.5,0,0,3,9,2260,380,1978,0,98052,47.6491,-122.12,2640,12641 +8078410210,20140616T000000,566000.0,4,2.25,2170,7737,2.0,0,0,3,8,2170,0,1987,0,98074,47.637,-122.029,1850,8869 +3905100210,20140723T000000,449950.0,3,2.5,1530,3840,2.0,0,0,3,8,1530,0,1994,0,98029,47.5691,-122.007,1720,3985 +5592900015,20150116T000000,404600.0,3,1.0,1570,7727,1.0,0,2,4,8,1270,300,1958,0,98056,47.4821,-122.192,2440,7727 +7522700110,20140624T000000,258000.0,3,1.0,1490,7435,1.0,0,0,3,7,1120,370,1969,0,98198,47.368,-122.314,1490,7530 +5253300243,20150429T000000,415000.0,4,2.0,1960,10559,2.0,0,0,4,7,1960,0,1955,0,98133,47.7494,-122.337,1580,7769 +6669020490,20140812T000000,320000.0,4,2.25,2190,9020,2.0,0,0,3,8,2190,0,1978,0,98032,47.3742,-122.284,2170,8400 +5104510540,20141126T000000,295000.0,3,2.5,1690,4102,2.0,0,0,3,7,1690,0,2003,0,98038,47.3552,-122.015,1830,4733 +3579700100,20140527T000000,389000.0,5,2.0,2330,10750,1.0,0,0,4,7,1190,1140,1962,0,98028,47.7325,-122.245,1830,10180 +8643200035,20140821T000000,299900.0,3,1.75,1470,27000,1.0,0,0,3,7,1470,0,1958,0,98198,47.3943,-122.311,2230,14186 +2781250100,20150415T000000,394000.0,3,2.5,2550,5349,2.0,0,0,3,7,2550,0,2004,0,98038,47.3504,-122.026,2640,5400 +3885807255,20150202T000000,762000.0,4,2.0,2130,5500,1.5,0,0,5,7,2130,0,1939,0,98033,47.6807,-122.199,1490,6000 +1774230090,20140613T000000,697000.0,4,2.75,3650,48351,1.5,0,0,4,8,3650,0,1978,0,98077,47.7632,-122.089,2820,53143 +3521069146,20150330T000000,485000.0,3,2.5,3340,70131,2.0,0,0,3,9,2420,920,1994,0,98022,47.2666,-122.015,2760,116740 +424500100,20141008T000000,189900.0,2,1.0,800,5600,1.0,0,0,5,6,800,0,1955,0,98056,47.4959,-122.172,1100,6000 +3761700053,20150105T000000,2150000.0,3,2.75,3470,9610,3.0,1,4,3,11,3470,0,1989,2000,98034,47.7205,-122.26,4130,11875 +2685600090,20141118T000000,345000.0,3,1.5,1030,6969,1.0,0,0,4,6,1030,0,1921,0,98108,47.5492,-122.3,1420,6000 +6381500065,20140729T000000,376500.0,3,2.0,1630,7800,1.0,0,0,5,7,1630,0,1950,0,98125,47.7326,-122.307,1470,7800 +9294300515,20141024T000000,775000.0,3,2.0,2010,7017,2.0,0,3,3,7,2010,0,1951,1988,98115,47.6828,-122.267,2450,6045 +2769602840,20141016T000000,450000.0,3,1.0,1360,3737,1.5,0,0,4,6,1360,0,1910,0,98107,47.6751,-122.362,1820,4500 +2526039156,20141210T000000,760000.0,4,2.25,2040,8315,1.0,0,0,4,8,1480,560,1958,0,98177,47.7077,-122.371,2330,8940 +7852140100,20141007T000000,569000.0,4,2.5,2830,10954,2.0,0,0,3,8,2830,0,2003,0,98065,47.5396,-121.882,2470,10443 +5522600205,20140917T000000,500000.0,3,1.5,2040,6750,1.0,0,0,3,7,1280,760,1950,0,98117,47.7013,-122.369,1970,6750 +1370802620,20141211T000000,592500.0,2,2.0,1340,5350,1.5,0,0,3,8,1340,0,1941,0,98199,47.6384,-122.403,2210,5350 +8079100210,20150304T000000,620000.0,4,2.5,2130,9139,2.0,0,0,3,9,2130,0,1988,0,98029,47.5648,-122.01,2150,8178 +644200040,20140515T000000,1000000.0,5,4.25,3920,16258,2.0,0,0,3,9,2900,1020,1990,0,98004,47.5871,-122.192,2540,12131 +9808640090,20150319T000000,815000.0,3,2.5,2415,2186,2.0,0,1,3,9,2415,0,1981,0,98033,47.6506,-122.202,2660,2165 +5104531120,20150323T000000,775000.0,5,2.75,3750,12077,2.0,0,4,3,10,3750,0,2005,0,98038,47.3525,-122.002,3120,7255 +3575303970,20140716T000000,340000.0,3,1.0,1010,7500,1.0,0,0,4,7,1010,0,1975,0,98074,47.6169,-122.062,1230,7500 +6413100090,20140915T000000,458000.0,2,1.75,990,5850,1.0,0,0,4,6,990,0,1942,0,98125,47.7132,-122.321,840,6110 +2475200870,20140917T000000,250000.0,2,1.5,1200,5773,2.0,0,0,3,7,1200,0,1985,0,98055,47.4723,-122.19,1530,4576 +3423059081,20141009T000000,151600.0,2,1.0,1060,16988,1.0,0,0,3,6,1060,0,1954,0,98058,47.4305,-122.157,2320,10580 +1137410040,20140527T000000,515000.0,4,2.5,3200,6473,2.0,0,0,3,7,3200,0,2005,0,98059,47.5012,-122.15,2480,6140 +3352400330,20150327T000000,216000.0,2,1.0,1810,10360,1.0,0,0,3,6,1010,800,1946,0,98178,47.5039,-122.266,1810,10360 +2781320100,20150309T000000,245000.0,3,1.75,1670,24650,1.0,0,0,4,7,1670,0,1974,0,98022,47.1764,-122.026,1810,19465 +8894000040,20140625T000000,645000.0,3,2.75,1850,16960,1.0,0,2,4,8,1850,0,1953,0,98177,47.7128,-122.365,2470,13761 +3333000775,20140903T000000,249900.0,3,1.0,1100,5000,1.0,0,0,3,7,1100,0,1960,0,98118,47.5433,-122.283,1020,5000 +9274204230,20140709T000000,410000.0,3,1.75,1660,6250,1.0,0,0,3,7,830,830,1980,0,98116,47.5859,-122.385,1660,5750 +3972900025,20150313T000000,499000.0,6,1.75,2400,7500,1.5,0,0,3,7,1400,1000,1975,0,98155,47.7661,-122.313,1980,7500 +1159400220,20140529T000000,790000.0,5,3.25,2900,12160,1.0,0,0,4,8,1890,1010,1967,0,98005,47.6154,-122.168,2590,12160 +3876313030,20140520T000000,458000.0,1,2.25,2140,10350,1.0,0,0,3,7,1470,670,1976,0,98072,47.7352,-122.17,1980,8400 +2856100515,20140805T000000,925000.0,4,2.5,2670,5100,2.0,0,0,3,8,1940,730,1929,2010,98117,47.6768,-122.39,1470,4080 +4239400730,20140625T000000,152000.0,3,1.0,1090,3264,1.0,0,0,4,6,1090,0,1969,0,98092,47.3155,-122.182,1090,3330 +1826059042,20140923T000000,402000.0,3,2.5,1970,12205,2.0,0,0,4,8,1970,0,1990,0,98011,47.7397,-122.209,2640,9636 +3869900155,20150326T000000,340000.0,2,2.0,1250,1178,2.0,0,0,3,7,980,270,1996,0,98136,47.5426,-122.387,1270,1242 +2600010220,20150326T000000,1250000.0,4,2.5,4040,11350,2.0,0,2,4,10,3690,350,1984,0,98006,47.559,-122.162,3770,12382 +9290870040,20141117T000000,775000.0,4,2.5,3220,38448,2.0,0,0,3,10,3220,0,1993,0,98053,47.6854,-122.053,3090,38448 +5347200175,20150319T000000,299800.0,2,1.0,1310,2814,1.0,0,0,3,6,810,500,1944,0,98126,47.5185,-122.376,1300,1344 +3810000455,20140908T000000,340000.0,4,2.25,2060,8400,1.0,0,0,3,7,1300,760,1960,0,98178,47.4984,-122.23,1990,7383 +1962200037,20140502T000000,626000.0,3,2.25,1750,1572,2.5,0,0,3,9,1470,280,2005,0,98102,47.6498,-122.321,2410,3050 +795001930,20141007T000000,324950.0,2,1.0,1150,9186,1.0,0,0,3,7,1150,0,1946,0,98168,47.5081,-122.33,1390,10690 +3905080730,20150223T000000,535500.0,3,2.5,2050,4976,2.0,0,0,3,8,2050,0,1994,0,98029,47.5689,-121.995,2050,5153 +8651611110,20140905T000000,817500.0,3,3.25,3230,7639,2.0,0,0,3,10,3230,0,1999,0,98074,47.6338,-122.063,3230,7772 +5411600210,20140812T000000,810000.0,4,3.5,4170,4322,2.0,0,0,3,9,2940,1230,2005,0,98074,47.6136,-122.041,2970,4922 +7519000665,20150408T000000,565000.0,5,1.5,1940,3430,1.5,0,0,4,6,1220,720,1926,0,98117,47.6853,-122.362,1830,4120 +4217400120,20141125T000000,978000.0,3,1.5,2390,4000,1.5,0,0,3,9,1690,700,1936,0,98105,47.6604,-122.28,2350,4000 +3586500665,20150112T000000,530000.0,3,1.0,1440,27505,1.0,0,0,3,8,1440,0,1951,0,98177,47.7553,-122.37,2430,16400 +2582500110,20141007T000000,305000.0,4,2.5,2230,6487,2.0,0,0,3,7,2230,0,2003,0,98092,47.3287,-122.169,2230,6882 +6749700031,20140609T000000,345000.0,3,2.5,1210,1420,3.0,0,0,3,8,1210,0,2008,0,98103,47.6977,-122.349,1190,1407 +4136800205,20150219T000000,258000.0,2,2.0,750,6553,1.5,0,2,3,7,750,0,1945,0,98178,47.4982,-122.221,1140,7500 +3438503120,20150330T000000,275000.0,4,1.0,1770,7345,1.5,0,0,3,7,1770,0,1966,0,98106,47.5393,-122.351,1580,7345 +1922069089,20150324T000000,310000.0,3,1.0,1020,55756,1.0,0,0,3,7,1020,0,1961,0,98042,47.3836,-122.082,1490,12745 +4099501215,20140603T000000,713250.0,3,2.0,2050,9000,1.0,0,0,4,7,2050,0,1951,0,98040,47.5885,-122.245,2910,8856 +3325069025,20150508T000000,500000.0,3,1.0,2000,21780,1.0,0,0,3,8,1480,520,1978,0,98074,47.6064,-122.039,2000,45738 +4058200985,20140911T000000,472000.0,3,1.75,2180,7200,1.0,0,3,4,8,1090,1090,1954,0,98178,47.5044,-122.235,2180,7140 +3031200246,20140711T000000,250000.0,3,1.0,920,4429,1.0,0,0,3,7,920,0,1952,0,98118,47.5369,-122.291,1320,7860 +624101110,20141002T000000,725000.0,4,2.25,3440,14237,2.0,0,0,3,9,3440,0,1982,0,98077,47.7241,-122.065,3250,18365 +4046700210,20140629T000000,345000.0,3,2.0,1610,15005,1.0,0,0,4,7,1610,0,1986,0,98014,47.6886,-121.911,1610,15479 +2916200065,20150115T000000,460000.0,3,1.5,1870,15685,1.0,0,0,3,7,1470,400,1936,0,98133,47.723,-122.353,1340,7620 +6141100038,20140602T000000,440150.0,2,1.0,1110,6800,1.0,0,0,5,7,1000,110,1947,0,98133,47.7184,-122.355,1410,6963 +2806800090,20141104T000000,390000.0,3,1.75,2200,8036,1.0,0,0,3,7,1270,930,1978,0,98011,47.7763,-122.209,1850,7563 +312000265,20150504T000000,375000.0,2,1.0,790,5120,1.0,0,0,3,6,790,0,1950,0,98136,47.557,-122.395,1250,5120 +2938200040,20141211T000000,224950.0,3,1.5,1630,9282,1.0,0,0,4,7,1630,0,1963,0,98022,47.2021,-122.002,1420,9282 +114101161,20140829T000000,480000.0,3,1.5,2100,67269,1.0,0,0,4,7,1220,880,1949,0,98028,47.7592,-122.23,1610,15999 +1862400353,20150326T000000,721000.0,4,2.75,2690,5400,2.0,0,0,3,7,2210,480,1940,2009,98117,47.6963,-122.367,1620,5400 +179000100,20140826T000000,174000.0,2,1.0,600,4854,1.0,0,0,5,6,600,0,1922,0,98168,47.4927,-122.28,1470,5000 +7812800865,20141119T000000,170000.0,2,1.0,810,9882,1.0,0,0,3,6,810,0,1944,0,98178,47.4925,-122.239,950,7200 +809002390,20150115T000000,658000.0,3,1.5,1660,3190,1.5,0,0,3,7,1660,0,1919,0,98109,47.6368,-122.351,2200,3240 +2925059294,20150327T000000,860000.0,3,2.0,1880,8494,1.0,0,0,4,7,1200,680,1968,0,98004,47.6217,-122.192,1290,9128 +7574200210,20140618T000000,407450.0,4,1.5,2310,68824,2.0,0,0,4,7,2310,0,1968,0,98010,47.3354,-122.031,2020,39900 +5634500775,20150130T000000,615000.0,4,1.5,2650,34000,2.0,0,0,4,7,2650,0,1930,0,98028,47.7516,-122.237,1960,34000 +8965460090,20150407T000000,920000.0,4,3.0,3130,12381,2.0,0,0,3,9,3130,0,1995,0,98006,47.5599,-122.118,3250,10049 +1796350300,20140710T000000,195000.0,2,1.0,860,10400,1.0,0,0,4,6,860,0,1983,0,98042,47.3682,-122.096,1390,9086 +428000150,20140718T000000,269950.0,3,1.0,990,9950,1.0,0,0,5,7,990,0,1961,0,98056,47.5104,-122.171,1370,9260 +2323089009,20150119T000000,855000.0,4,3.5,4030,1024068,2.0,0,0,3,10,4030,0,2006,0,98045,47.4619,-121.744,1830,11700 +3528900735,20140910T000000,620000.0,3,2.25,1780,1429,3.0,0,0,3,8,1570,210,2007,0,98109,47.6413,-122.346,1470,1799 +3904100220,20141209T000000,276000.0,2,2.0,1480,6075,1.0,0,0,5,7,740,740,1919,0,98118,47.5317,-122.276,1230,6053 +254000735,20140806T000000,329000.0,3,1.0,1140,5258,1.5,0,0,3,6,1140,0,1911,0,98146,47.5122,-122.383,1140,5280 +7893205080,20141007T000000,270000.0,3,1.5,1230,7500,1.0,0,0,3,7,1230,0,1962,0,98198,47.4202,-122.331,1260,7800 +4397010300,20141113T000000,440000.0,4,2.5,3080,10646,2.0,0,0,3,9,3080,0,1993,0,98042,47.3828,-122.148,2740,9994 +1150000740,20141003T000000,639000.0,4,2.5,1990,8034,2.0,0,0,4,10,1990,0,1989,0,98029,47.561,-122.018,2580,8034 +1926049141,20141010T000000,403500.0,1,1.0,700,5621,1.0,0,0,4,6,700,0,1945,0,98133,47.734,-122.353,1020,5621 +7011201016,20141001T000000,585000.0,3,2.5,1700,1156,2.0,0,2,3,9,1320,380,2002,0,98119,47.6373,-122.369,1710,1686 +3028200100,20140826T000000,216000.0,2,1.0,860,9000,1.0,0,0,4,6,860,0,1942,0,98168,47.4801,-122.315,990,9975 +8081010040,20140911T000000,1150000.0,3,2.5,3160,24437,1.0,0,3,3,11,2160,1000,1991,0,98006,47.5531,-122.131,3990,11977 +3023049186,20150416T000000,575000.0,3,2.0,2500,30056,1.0,0,0,5,8,1840,660,1954,0,98166,47.4468,-122.337,2500,30000 +8029900110,20141114T000000,430000.0,4,2.5,3000,9460,2.0,0,0,3,9,3000,0,2001,0,98031,47.3959,-122.211,3000,8450 +9367200205,20150324T000000,660000.0,2,1.0,1670,8195,1.0,0,0,3,7,1670,0,1954,1975,98033,47.6627,-122.192,1980,7500 +5550300205,20150413T000000,338000.0,2,1.0,690,6400,1.0,0,0,3,6,690,0,1943,0,98126,47.5287,-122.367,1000,6400 +8820901415,20140529T000000,400000.0,4,2.75,1240,3867,1.0,0,0,3,7,800,440,1987,0,98125,47.7157,-122.284,1150,7733 +6018500120,20150220T000000,210000.0,2,1.0,900,5000,1.0,0,0,5,6,900,0,1930,1990,98022,47.2008,-121.995,1150,5000 +3826000665,20140522T000000,305000.0,4,1.75,2200,8100,1.5,0,0,5,6,1400,800,1942,0,98168,47.4945,-122.303,1520,8100 +1025079086,20140820T000000,365000.0,2,1.0,960,223898,1.0,0,0,3,6,960,0,1985,0,98014,47.6668,-121.892,1830,230868 +2621660040,20140629T000000,325000.0,5,2.75,2130,6222,1.0,0,0,3,7,1300,830,1991,0,98118,47.5272,-122.276,2130,6222 +8731982550,20141210T000000,245000.0,4,1.75,2020,8800,1.0,0,0,4,8,2020,0,1969,0,98023,47.3202,-122.384,2320,8000 +4324500180,20140926T000000,182000.0,3,1.0,1060,7350,1.0,0,0,4,7,1060,0,1959,0,98032,47.3809,-122.287,1060,7350 +1702901485,20140603T000000,440000.0,2,1.0,1230,6600,1.0,0,0,3,7,1130,100,1906,0,98118,47.5573,-122.282,1260,5060 +251300110,20140731T000000,225000.0,3,2.25,2510,12013,2.0,0,0,3,8,2510,0,1988,0,98003,47.3473,-122.314,1870,8017 +251300110,20150114T000000,358000.0,3,2.25,2510,12013,2.0,0,0,3,8,2510,0,1988,0,98003,47.3473,-122.314,1870,8017 +461002615,20141202T000000,580000.0,5,2.5,2720,5000,1.5,0,0,4,7,1530,1190,1939,0,98117,47.6827,-122.376,1210,5000 +8091401030,20150422T000000,240000.0,3,1.5,1070,8886,1.0,0,0,4,7,1070,0,1984,0,98030,47.3516,-122.166,1730,9461 +3924500040,20150413T000000,700000.0,4,3.25,3580,43093,1.0,0,0,4,8,3580,0,1990,0,98024,47.5595,-121.901,2070,43093 +9432900040,20140729T000000,325000.0,4,2.5,2230,8500,2.0,0,0,3,8,2230,0,1994,0,98022,47.2082,-122.009,2270,8770 +2426049125,20141114T000000,488000.0,4,2.25,2500,10890,1.0,0,0,5,7,1800,700,1978,0,98034,47.7318,-122.239,2500,7467 +2883201055,20140910T000000,875000.0,4,1.0,1670,4600,1.5,0,0,5,8,1670,0,1906,0,98103,47.6838,-122.332,1820,4600 +1795900360,20140602T000000,615000.0,4,2.5,2150,9070,2.0,0,0,4,8,2150,0,1985,0,98052,47.7279,-122.107,2230,8995 +9542830690,20141120T000000,321000.0,3,2.5,2020,4183,2.0,0,0,3,7,2020,0,2012,0,98038,47.3658,-122.017,2030,4140 +1245500690,20140602T000000,1035000.0,3,2.5,2230,5750,2.0,0,0,3,9,2230,0,2003,0,98033,47.6938,-122.213,1900,8238 +7454000315,20150424T000000,299500.0,2,1.0,740,6300,1.0,0,0,3,6,740,0,1942,0,98126,47.5158,-122.376,740,6300 +2426049113,20150414T000000,459000.0,4,1.5,2020,9583,2.0,0,0,4,7,2020,0,1963,0,98034,47.7283,-122.238,1770,8625 +8665050450,20140912T000000,435000.0,3,2.5,1730,4065,2.0,0,0,3,8,1730,0,1996,0,98029,47.5668,-122.005,1730,4094 +2787320620,20141010T000000,222000.0,3,1.75,1370,8280,1.0,0,0,4,7,1370,0,1980,0,98031,47.4096,-122.172,1850,7820 +5100401411,20141027T000000,485000.0,4,1.0,1210,6380,1.5,0,0,3,7,1210,0,1936,0,98115,47.6924,-122.321,1340,6380 +2767602855,20150429T000000,750000.0,5,3.5,2160,2323,3.0,0,0,3,9,2160,0,2007,0,98107,47.6726,-122.39,1750,4650 +7575620750,20141222T000000,266000.0,3,2.25,1550,6022,2.0,0,0,3,8,1550,0,1989,0,98003,47.3525,-122.304,1650,5627 +1529300115,20140602T000000,455000.0,2,1.0,1170,6000,1.0,0,0,4,7,970,200,1941,0,98103,47.6994,-122.354,2130,6002 +122029066,20150508T000000,490000.0,3,1.75,2020,215622,2.0,0,0,4,7,2020,0,1975,0,98070,47.4189,-122.499,1810,215622 +8732130580,20150430T000000,280000.0,3,1.75,1740,8625,1.0,0,0,4,7,1240,500,1978,0,98023,47.3054,-122.38,1980,8625 +1689400375,20140805T000000,1450000.0,4,3.25,3100,3900,2.0,0,2,5,9,2090,1010,1923,0,98109,47.6385,-122.348,2110,3900 +985001321,20141217T000000,291000.0,4,1.0,1590,24330,1.5,0,0,3,6,1140,450,1942,0,98168,47.4906,-122.309,1000,16228 +7987400475,20150417T000000,745000.0,5,3.0,2400,10126,2.0,0,3,3,8,2400,0,1981,0,98126,47.5726,-122.373,2250,3946 +6383000820,20140807T000000,685900.0,3,2.5,2290,9142,1.0,0,0,3,8,2290,0,1972,0,98117,47.691,-122.387,1770,8035 +1311400120,20140801T000000,160000.0,3,1.75,1610,7392,1.0,0,0,4,7,1610,0,1964,0,98001,47.3413,-122.28,1450,7392 +1153000040,20150429T000000,650000.0,4,2.5,2240,9934,1.0,0,0,4,8,1490,750,1968,0,98005,47.6147,-122.166,2640,11622 +7452500530,20150219T000000,250000.0,2,1.0,850,6370,1.0,0,0,3,6,850,0,1951,0,98126,47.5198,-122.373,850,5170 +6300000212,20150218T000000,265000.0,2,1.5,920,1458,2.0,0,0,3,7,920,0,1995,0,98133,47.7081,-122.342,1110,1598 +3332000530,20141105T000000,599000.0,5,3.25,2590,6180,1.0,0,0,3,7,1330,1260,1960,0,98118,47.551,-122.272,1560,6180 +7657600195,20141105T000000,199950.0,3,1.0,1340,7260,1.5,0,0,3,6,1340,0,1944,0,98178,47.4934,-122.237,1210,7260 +1102000237,20150428T000000,712500.0,4,2.75,2420,11201,1.0,0,1,3,8,1420,1000,1948,1999,98118,47.5459,-122.265,3170,9385 +2887702070,20141022T000000,490000.0,2,1.0,1420,4305,1.0,0,0,4,7,920,500,1941,0,98115,47.6864,-122.311,1420,4305 +6392001005,20140620T000000,511500.0,4,1.0,1360,6000,1.5,0,0,3,7,1360,0,1917,0,98115,47.6854,-122.288,1710,6000 +1601600195,20150319T000000,299000.0,3,1.0,1510,6200,1.0,0,0,3,6,1010,500,1955,0,98118,47.5293,-122.274,1710,8623 +3586500620,20140814T000000,685000.0,4,2.5,2650,25248,1.0,0,2,3,9,2330,320,1954,0,98177,47.7537,-122.373,3020,23135 +6021502250,20140825T000000,597000.0,4,2.0,2120,4000,1.5,0,0,4,7,1720,400,1927,0,98117,47.688,-122.383,1760,4000 +3830210220,20140908T000000,210000.0,3,1.0,1200,7200,1.0,0,0,3,6,1200,0,1977,0,98030,47.3746,-122.183,1200,7420 +2568300266,20140530T000000,659000.0,4,2.5,3190,11375,1.0,0,0,5,8,2210,980,1946,0,98125,47.704,-122.3,1100,8500 +3423600065,20140604T000000,540000.0,3,1.0,1050,4160,1.0,0,0,4,7,1050,0,1925,0,98115,47.6756,-122.3,1580,3680 +3343300180,20150330T000000,469000.0,3,2.0,1300,22605,1.0,0,0,3,7,1300,0,1998,0,98056,47.5337,-122.187,2250,10215 +3125079013,20150430T000000,1065000.0,3,2.5,3970,263538,1.5,0,0,3,9,3970,0,1991,0,98024,47.6067,-121.952,3970,194676 +6453900040,20140714T000000,575000.0,5,2.5,2990,7500,1.0,0,2,3,9,1800,1190,1972,0,98177,47.7707,-122.369,2800,9860 +148000590,20140731T000000,725000.0,4,2.75,2440,7042,1.5,0,2,4,7,1640,800,1941,0,98116,47.5731,-122.408,2170,7900 +419000015,20140917T000000,299950.0,4,1.0,1170,5400,1.0,0,0,5,6,1170,0,1953,0,98056,47.492,-122.172,1100,5400 +303000220,20150421T000000,375000.0,4,2.0,2270,18450,1.0,0,0,3,7,2270,0,1961,0,98001,47.3264,-122.262,2150,18450 +6450302175,20141118T000000,342450.0,3,1.5,1280,5525,1.0,0,0,3,7,1280,0,1962,0,98133,47.7339,-122.336,1330,5286 +1180000625,20141029T000000,315000.0,4,2.5,1950,3225,2.0,0,0,3,7,1950,0,2002,0,98178,47.5014,-122.226,1980,3225 +7972600450,20141222T000000,328000.0,4,2.75,1930,3840,1.0,0,0,3,7,1170,760,1997,0,98106,47.5303,-122.346,1610,3840 +1328300180,20140509T000000,323000.0,4,2.75,1970,7213,1.0,0,0,3,8,1170,800,1977,0,98058,47.4424,-122.126,1980,7045 +7866000158,20141022T000000,320000.0,4,3.0,1820,3120,1.0,0,0,3,7,1000,820,1997,0,98118,47.5468,-122.274,1600,5001 +7518505345,20141229T000000,550000.0,2,1.0,950,4080,1.0,0,0,4,7,950,0,1924,0,98117,47.6765,-122.384,1120,4080 +8084900195,20141121T000000,1646000.0,6,3.5,4010,16200,1.0,0,0,3,8,2090,1920,1955,1990,98004,47.6322,-122.216,3560,16200 +4139420590,20140520T000000,1212500.0,4,3.5,4560,16643,1.0,0,3,3,12,2230,2330,1995,0,98006,47.5521,-122.115,4060,15177 +4139420590,20140827T000000,1200000.0,4,3.5,4560,16643,1.0,0,3,3,12,2230,2330,1995,0,98006,47.5521,-122.115,4060,15177 +2621600015,20150121T000000,120000.0,3,1.0,1150,8924,1.0,0,0,3,6,1150,0,1943,0,98030,47.3865,-122.217,1492,8924 +2621600015,20150430T000000,175000.0,3,1.0,1150,8924,1.0,0,0,3,6,1150,0,1943,0,98030,47.3865,-122.217,1492,8924 +8005100360,20140916T000000,169900.0,3,1.0,910,5800,1.5,0,0,4,5,910,0,1900,0,98022,47.2068,-121.992,1400,6766 +9527000330,20140811T000000,508000.0,6,2.75,2890,7500,1.0,0,0,4,8,1830,1060,1976,0,98034,47.7099,-122.23,1880,7500 +748000145,20141211T000000,335000.0,2,1.0,1070,6678,1.0,0,0,4,7,1070,0,1951,0,98133,47.7315,-122.357,1680,7788 +9191200015,20140910T000000,613200.0,3,2.75,2050,3320,1.5,0,0,4,7,1580,470,1927,0,98105,47.6719,-122.301,1760,4150 +1822300040,20140507T000000,420000.0,2,1.5,1040,3500,1.5,0,0,4,6,1040,0,1904,0,98144,47.588,-122.304,1340,1213 +9129100040,20140825T000000,1000000.0,4,3.25,3320,8587,3.0,0,0,3,11,2950,370,2008,0,98103,47.691,-122.337,1860,5668 +3331500940,20140617T000000,342000.0,2,1.0,740,6180,1.0,0,0,3,6,740,0,1948,0,98118,47.5517,-122.272,1330,4635 +524069101,20140723T000000,850000.0,4,2.0,3380,90968,1.0,0,0,4,9,1690,1690,1979,0,98075,47.5936,-122.077,3380,42740 +6021502310,20141218T000000,582000.0,2,1.75,1210,4141,1.0,0,0,4,7,910,300,1942,0,98117,47.686,-122.382,1310,4141 +4022901316,20141031T000000,475000.0,3,2.5,2480,6031,2.0,0,0,3,8,2480,0,2001,0,98155,47.772,-122.297,1850,7704 +23500180,20140505T000000,570000.0,3,2.25,2010,6000,1.0,0,0,3,8,1330,680,1975,0,98052,47.6912,-122.115,2080,8260 +9191200490,20150324T000000,826600.0,4,3.25,3230,5000,1.5,0,0,4,7,1750,1480,1916,0,98105,47.6702,-122.3,1730,4000 +1189000207,20141021T000000,387000.0,2,2.5,1170,1394,2.0,0,0,3,8,1170,0,2001,0,98122,47.6131,-122.297,1250,3136 +1771110720,20140521T000000,330000.0,3,1.0,1250,9126,1.0,0,0,3,7,1250,0,1969,0,98077,47.7554,-122.076,1440,10620 +224069010,20140725T000000,653450.0,3,2.5,2070,49658,1.0,0,0,4,8,1540,530,1980,0,98075,47.5936,-122.013,2620,35160 +3630060040,20140911T000000,285000.0,2,1.0,1050,3088,1.0,0,0,3,7,1050,0,2005,0,98029,47.5471,-121.996,1890,2772 +3211100450,20140814T000000,217000.0,3,1.0,1400,7800,1.0,0,0,3,7,1400,0,1962,0,98059,47.4789,-122.159,1400,7800 +1245003255,20150223T000000,615000.0,3,1.0,1120,12500,1.0,0,0,4,7,1120,0,1977,0,98033,47.6842,-122.2,2380,10000 +1438000110,20140603T000000,580135.0,4,2.5,3150,5886,2.0,0,0,3,8,3150,0,2014,0,98059,47.4787,-122.122,2650,5886 +8089500180,20140730T000000,1150000.0,4,3.5,4540,19767,2.0,0,0,3,11,4200,340,1998,0,98006,47.5445,-122.137,3990,12881 +6802200110,20141029T000000,231200.0,3,2.0,1400,8821,1.0,0,0,3,7,1400,0,1991,0,98022,47.1949,-121.989,1450,8721 +7203100120,20140616T000000,680000.0,4,2.75,2500,4950,2.0,0,0,3,8,2500,0,2010,0,98053,47.6964,-122.017,2500,4950 +3445400120,20140725T000000,267500.0,3,1.5,1390,2153,2.0,0,0,3,7,1390,0,2001,0,98118,47.5506,-122.29,1100,2617 +1454100650,20140804T000000,942000.0,4,2.75,3160,37200,2.0,0,3,3,8,2310,850,1939,0,98125,47.7214,-122.285,3130,20000 +106000015,20140619T000000,435000.0,3,1.75,1310,8065,1.0,0,0,4,6,1310,0,1948,0,98117,47.701,-122.368,1420,8100 +9459200110,20140610T000000,315000.0,2,1.0,1740,3622,1.0,0,0,4,7,950,790,1924,0,98118,47.5541,-122.29,1270,3800 +3448000410,20140513T000000,354901.0,3,2.5,1490,1709,3.0,0,0,3,8,1490,0,2004,0,98125,47.7173,-122.299,1364,1709 +8682281220,20141014T000000,439888.0,2,2.0,1300,6515,1.0,0,0,3,8,1300,0,2005,0,98053,47.7078,-122.013,1640,6009 +2114700530,20150122T000000,360000.0,4,1.0,1460,3840,1.5,0,0,3,8,1340,120,1928,0,98106,47.533,-122.347,990,4200 +8093600065,20141231T000000,205000.0,4,1.0,1030,6621,1.0,0,0,4,6,1030,0,1955,0,98055,47.4857,-122.221,1420,6631 +4137030040,20140612T000000,299995.0,3,2.5,1970,7500,2.0,0,0,3,8,1970,0,1988,0,98092,47.2658,-122.218,1950,8220 +5126900100,20140923T000000,150000.0,2,1.0,790,7275,1.0,0,0,4,6,790,0,1944,0,98058,47.4771,-122.174,850,7399 +5469501530,20140603T000000,575000.0,3,2.25,3800,33825,1.0,0,0,4,10,3330,470,1976,0,98042,47.3797,-122.152,3470,14484 +7784000180,20150505T000000,625000.0,3,2.0,2168,12616,2.0,0,1,4,7,2168,0,1950,0,98146,47.4933,-122.367,2168,9750 +7135520610,20140529T000000,950000.0,4,3.5,4140,13392,2.0,0,0,3,11,4140,0,2000,0,98059,47.5261,-122.144,4140,11529 +8856500120,20150210T000000,278800.0,4,2.5,2440,7797,1.0,0,0,3,8,1560,880,1965,0,98031,47.3895,-122.222,2090,8100 +5015000180,20141110T000000,713500.0,3,2.0,1720,4200,2.0,0,0,3,8,1720,0,1908,1992,98112,47.6285,-122.301,1720,4200 +3024059014,20150325T000000,1900000.0,4,2.25,3020,11489,1.5,1,3,5,10,2110,910,1916,1988,98040,47.5395,-122.21,3890,11489 +9268200348,20141028T000000,439000.0,5,2.0,2610,5009,1.0,0,0,3,7,1710,900,1988,0,98117,47.6969,-122.366,1600,5040 +9195700040,20140926T000000,425000.0,3,2.0,1500,8086,1.0,0,0,3,7,1060,440,1981,0,98027,47.5584,-122.081,1550,8086 +8798000100,20140825T000000,252500.0,4,2.5,2600,11280,1.5,0,0,3,7,1570,1030,1961,0,98003,47.336,-122.304,1660,11200 +304000530,20140512T000000,185000.0,3,1.5,1370,8470,1.0,0,0,4,7,1370,0,1961,0,98092,47.2874,-122.192,1710,8800 +3575304895,20140923T000000,406550.0,5,2.75,2400,15781,1.0,0,0,4,7,1200,1200,1974,0,98074,47.622,-122.059,2390,7500 +9406500540,20140630T000000,243000.0,2,1.5,1068,1758,2.0,0,0,3,7,1068,0,1990,0,98028,47.7527,-122.244,1078,1315 +6071800410,20141201T000000,500000.0,3,1.5,2220,8994,1.0,0,0,4,8,1110,1110,1962,0,98006,47.5473,-122.172,2220,8994 +2122049013,20150513T000000,204750.0,2,1.0,880,7575,1.0,0,0,4,7,880,0,1942,0,98198,47.3757,-122.304,1800,7575 +5470100220,20140909T000000,222000.0,3,1.5,1310,9273,1.0,0,0,4,7,1310,0,1968,0,98042,47.3683,-122.147,1710,9600 +6623400246,20140523T000000,200000.0,4,1.0,1350,11507,1.0,0,0,3,7,1350,0,1966,0,98055,47.4269,-122.197,1320,25675 +3918400028,20141021T000000,367000.0,3,2.25,1400,1320,3.0,0,2,3,8,1400,0,2006,0,98133,47.7147,-122.356,1490,1449 +1422700040,20150514T000000,183000.0,3,1.0,1170,7320,1.0,0,0,3,7,1170,0,1962,0,98188,47.4685,-122.282,2040,7320 +7660100336,20141210T000000,300000.0,3,2.5,1020,1570,2.0,0,0,3,7,720,300,2004,0,98144,47.5871,-122.317,1470,1249 +6145602240,20140819T000000,369000.0,3,1.75,1300,3844,1.0,0,0,3,7,1300,0,1985,0,98133,47.7024,-122.355,1290,3844 +7287100035,20140731T000000,380000.0,3,2.0,2010,16736,2.0,0,0,4,6,2010,0,1929,0,98133,47.7643,-122.352,1890,11477 +5101405465,20150203T000000,463000.0,3,2.0,1590,5009,2.0,0,0,4,6,1590,0,1985,0,98125,47.7012,-122.322,1730,6380 +3756500180,20141208T000000,475000.0,3,1.0,1470,9750,1.0,0,0,3,7,1470,0,1963,0,98034,47.7155,-122.194,1300,9750 +3750605620,20150324T000000,225000.0,3,1.75,1580,14400,1.0,0,0,4,7,1580,0,1981,0,98001,47.2598,-122.281,1480,9600 +2473350790,20150511T000000,371000.0,3,1.75,1970,9512,1.0,0,0,3,8,1970,0,1968,0,98058,47.4545,-122.146,2250,10573 +3389900965,20140827T000000,625000.0,3,2.5,2330,3141,2.0,0,0,3,8,2330,0,2003,0,98116,47.5622,-122.392,1980,5265 +1068000375,20140923T000000,3200000.0,6,5.0,7100,18200,2.5,0,0,3,13,5240,1860,1933,2002,98199,47.6427,-122.408,3130,6477 +9407100730,20150129T000000,329000.0,3,1.75,1230,10725,1.0,0,0,3,7,1230,0,1980,0,98045,47.4431,-121.772,1250,10170 +7618700112,20150210T000000,634000.0,3,1.75,2570,13000,2.0,0,0,4,7,2570,0,1962,0,98177,47.7705,-122.371,2570,8521 +5104540360,20141107T000000,616000.0,4,2.5,3440,6915,2.0,0,0,3,10,3440,0,2006,0,98038,47.3538,-122.004,3200,6915 +1051000040,20150424T000000,1824100.0,3,2.25,3330,20053,2.0,0,0,3,9,3330,0,1968,1998,98004,47.6395,-122.214,2870,20053 +2896400300,20150319T000000,435000.0,4,2.25,1780,2684,2.0,0,0,3,7,1780,0,2002,0,98072,47.7642,-122.149,1670,2426 +5003600120,20150415T000000,320000.0,4,2.5,2110,6295,2.0,0,0,3,8,2110,0,2000,0,98030,47.3641,-122.193,2720,6311 +6352600490,20150114T000000,820000.0,4,3.5,2770,8049,2.0,0,0,3,9,2770,0,2002,0,98074,47.6469,-122.081,3410,7447 +3820350120,20140822T000000,310000.0,3,2.5,1590,3359,2.0,0,0,3,7,1590,0,2000,0,98019,47.7349,-121.986,1820,3383 +4235400097,20141202T000000,443750.0,3,2.25,1460,968,2.0,0,0,3,7,1140,320,2003,0,98199,47.6601,-122.4,1460,1531 +2757000040,20140605T000000,795000.0,4,2.25,2070,13084,1.0,0,0,4,8,1700,370,1967,0,98040,47.5606,-122.222,2520,10180 +537000325,20141104T000000,475000.0,3,2.5,2420,36862,1.0,0,0,4,8,1530,890,1957,0,98003,47.3264,-122.308,1670,9046 +9522100485,20140515T000000,585000.0,5,1.75,2000,3750,2.0,0,0,4,7,2000,0,1921,0,98103,47.6618,-122.355,1520,3750 +345700040,20140729T000000,315000.0,2,1.0,1010,7338,2.0,0,0,4,7,1010,0,1981,0,98056,47.5123,-122.19,1220,7719 +3904960910,20140917T000000,635000.0,4,2.5,3050,7238,2.0,0,0,3,8,3050,0,1989,0,98029,47.5772,-122.013,2580,7228 +1771000690,20140528T000000,305000.0,3,1.0,1160,11776,1.0,0,0,3,7,1160,0,1968,0,98077,47.7427,-122.074,1160,10050 +1931300035,20140516T000000,785000.0,3,2.0,2180,5440,1.0,0,0,5,7,1100,1080,1904,0,98103,47.657,-122.345,1470,4109 +2770601800,20141024T000000,525000.0,3,1.75,1560,6000,1.0,0,0,3,6,780,780,1944,0,98199,47.6501,-122.384,1560,1734 +5309100515,20150120T000000,537000.0,4,1.75,1580,3635,1.0,0,0,4,7,790,790,1910,0,98117,47.6795,-122.371,1190,3638 +984210850,20150217T000000,279950.0,3,1.75,1660,8303,1.0,0,0,3,7,1380,280,1974,0,98058,47.4366,-122.171,1740,8320 +924059233,20141208T000000,659000.0,4,2.0,2350,9329,2.0,0,0,3,8,2350,0,1977,0,98005,47.583,-122.17,1640,9403 +5029451080,20140821T000000,203000.0,2,1.0,1440,6650,1.0,0,0,3,7,970,470,1980,0,98023,47.2896,-122.369,1600,6847 +4379400220,20140909T000000,782500.0,4,2.5,2930,7806,2.0,0,0,3,9,2930,0,2005,0,98074,47.6219,-122.024,2600,6051 +5419800220,20140610T000000,250000.0,3,1.75,1590,7560,1.0,0,0,3,7,1130,460,1984,0,98031,47.4016,-122.18,1500,7560 +1839500065,20140805T000000,279000.0,3,1.0,1400,9450,1.0,0,0,4,7,1060,340,1955,0,98056,47.5051,-122.194,1400,8108 +2525059172,20141125T000000,664000.0,6,2.5,3190,12196,2.0,0,0,4,8,3190,0,1979,0,98052,47.6309,-122.103,2790,13068 +7159200040,20140917T000000,2900000.0,4,3.25,4580,4838,2.0,0,3,4,11,3080,1500,1991,0,98109,47.6305,-122.354,3540,6483 +3812400107,20150330T000000,378500.0,4,2.0,1830,6000,1.0,0,0,5,7,1070,760,1953,0,98118,47.5453,-122.279,1830,5500 +2726079061,20140507T000000,535000.0,3,1.75,2720,149410,1.5,0,0,3,9,2720,0,1988,0,98014,47.7092,-121.892,2560,149410 +1270000040,20140716T000000,520000.0,2,1.0,1360,22508,1.0,0,0,3,7,1360,0,1932,0,98034,47.7101,-122.226,2830,12600 +2113700115,20150504T000000,369950.0,3,2.0,1520,4000,1.0,0,0,5,6,800,720,1943,0,98106,47.531,-122.351,1430,4000 +824069113,20140924T000000,545000.0,3,2.25,2290,14585,2.0,0,0,3,8,2290,0,1981,0,98075,47.5874,-122.074,1660,36961 +8856920110,20150504T000000,360000.0,3,2.5,2150,14092,2.0,0,0,3,8,2150,0,1991,0,98058,47.4621,-122.129,2400,10699 +8146100410,20140805T000000,760000.0,3,1.5,1170,7645,1.0,0,0,4,7,1170,0,1955,0,98004,47.6077,-122.194,1870,7678 +5101400838,20140916T000000,450000.0,3,1.75,1830,5488,1.0,0,2,4,7,1010,820,1939,0,98115,47.6914,-122.309,1200,5488 +1088800850,20140502T000000,612500.0,4,2.5,2730,12261,2.0,0,0,3,9,2730,0,1991,0,98011,47.7419,-122.205,2730,10872 +1061400360,20140701T000000,280000.0,3,1.0,1090,10710,1.0,0,0,4,7,1090,0,1962,0,98056,47.5,-122.169,1090,10440 +9545250110,20150414T000000,750000.0,3,2.5,2560,9182,2.0,0,0,3,9,2560,0,1993,0,98027,47.5361,-122.051,2800,8784 +425400115,20140715T000000,237000.0,3,1.0,1160,6132,1.0,0,0,4,7,1160,0,1958,0,98056,47.5015,-122.173,1280,6132 +2436700315,20141014T000000,441500.0,2,1.75,1010,4000,1.5,0,0,5,7,1010,0,1919,0,98105,47.6665,-122.287,1470,4000 +1545803520,20150126T000000,251000.0,3,2.0,1650,7930,1.0,0,0,4,7,1650,0,1989,0,98038,47.3617,-122.05,1510,7930 +257000037,20141229T000000,200000.0,3,1.0,2120,31564,1.0,0,0,3,7,1220,900,1942,0,98168,47.4938,-122.298,1790,11571 +5016000315,20140616T000000,332000.0,1,1.0,960,2640,1.0,0,0,3,7,760,200,1908,0,98112,47.6223,-122.294,1620,3759 +6300500477,20140826T000000,401500.0,3,2.5,1509,1114,3.0,0,0,3,8,1509,0,2014,0,98133,47.7048,-122.34,1509,2431 +4022905172,20140926T000000,585000.0,4,1.75,2270,27122,1.0,0,0,5,8,1300,970,1957,0,98155,47.7637,-122.281,2380,11822 +7300000650,20140702T000000,340000.0,4,2.5,1954,4805,2.0,0,0,3,8,1954,0,2005,0,98055,47.4297,-122.19,1714,3259 +8682282070,20150112T000000,920000.0,3,3.5,2800,7694,1.0,0,0,3,9,2800,0,2005,0,98053,47.7095,-122.022,2420,7694 +7812801115,20140613T000000,153000.0,3,1.0,1270,6405,1.5,0,0,3,6,1270,0,1944,0,98178,47.4959,-122.241,1110,6405 +9269750690,20150105T000000,299950.0,4,2.25,1810,7601,1.0,0,0,3,7,1080,730,1986,0,98023,47.2857,-122.358,1570,7601 +1402620120,20150512T000000,440000.0,4,2.5,2410,7517,2.0,0,0,3,8,2410,0,1983,0,98058,47.4388,-122.142,2420,8095 +3793501390,20140915T000000,293000.0,3,2.5,1690,17383,2.0,0,0,3,7,1690,0,2003,0,98038,47.3691,-122.031,2610,7999 +9282800065,20150329T000000,203000.0,3,1.75,1190,6000,1.0,0,0,3,7,1190,0,1952,2015,98178,47.5026,-122.236,1200,6000 +1921059310,20150320T000000,193000.0,2,1.75,1280,6774,1.0,0,0,3,7,1280,0,1991,0,98002,47.2925,-122.219,1450,7810 +109000040,20150316T000000,305000.0,3,1.75,1460,7862,1.0,0,0,3,7,1460,0,1965,0,98155,47.7755,-122.299,2200,9293 +5101405331,20140502T000000,495000.0,4,1.75,1600,6380,1.0,0,0,3,8,1130,470,1959,0,98125,47.701,-122.306,1090,6380 +2044500142,20140902T000000,420000.0,3,1.75,1770,6000,1.0,0,0,3,7,1130,640,1952,0,98125,47.7135,-122.315,1900,7200 +1837010040,20140905T000000,569500.0,4,2.5,2800,8190,1.0,0,0,3,8,1700,1100,1971,0,98177,47.7695,-122.368,2460,8165 +3905000540,20140515T000000,620000.0,4,2.5,2680,9185,2.0,0,0,3,9,2680,0,1989,0,98029,47.5738,-121.992,2810,8505 +6071200375,20141211T000000,466000.0,3,1.75,1680,9460,1.0,0,0,4,7,1680,0,1959,0,98006,47.5525,-122.182,1690,9448 +3756500610,20150324T000000,355500.0,3,1.0,1120,10032,1.0,0,0,3,7,1120,0,1962,0,98034,47.7182,-122.194,1210,9918 +3885805035,20150508T000000,687500.0,2,1.0,1040,7200,1.0,0,0,4,6,1040,0,1955,0,98033,47.6823,-122.203,1640,7200 +7525100530,20150411T000000,432100.0,3,2.25,1790,2240,2.0,0,0,4,8,1790,0,1975,0,98052,47.6343,-122.106,1780,2560 +1324059048,20140721T000000,500000.0,3,2.5,2410,34848,1.5,0,0,3,8,2410,0,1976,0,98006,47.5694,-122.12,2420,16424 +3904921250,20141010T000000,690000.0,5,3.25,3370,7313,2.0,0,0,4,8,2140,1230,1988,0,98029,47.5632,-122.015,2990,7806 +3331500485,20150102T000000,350000.0,2,1.0,800,5150,1.0,0,0,4,6,800,0,1949,0,98118,47.5525,-122.274,1280,5150 +7338401759,20140610T000000,268000.0,2,1.0,1380,5000,1.0,0,0,3,7,870,510,1943,0,98108,47.5339,-122.293,1450,5000 +3122069029,20140619T000000,120000.0,2,1.0,990,39964,1.0,0,0,2,4,990,0,1945,0,98042,47.3577,-122.085,1560,8990 +3797310150,20150218T000000,285000.0,4,2.5,1800,9229,2.0,0,0,3,7,1800,0,1994,0,98022,47.1927,-122.015,1970,9231 +2205500540,20141008T000000,365000.0,4,1.5,1820,12327,1.0,0,0,4,7,1380,440,1955,0,98006,47.5767,-122.144,1450,9256 +7202310040,20150408T000000,635000.0,3,2.5,2620,6842,2.0,0,0,3,7,2620,0,2002,0,98053,47.6846,-122.037,2280,4800 +3630120330,20140708T000000,630000.0,2,2.5,2290,3507,2.0,0,0,3,9,2290,0,2005,0,98029,47.5545,-122.002,2290,3640 +4310700665,20150305T000000,450000.0,4,3.0,2200,4466,2.0,0,0,3,7,2200,0,1968,0,98103,47.7005,-122.339,1780,2250 +7504001080,20150304T000000,590000.0,4,2.5,2940,12600,1.0,0,0,4,8,1850,1090,1974,0,98074,47.6294,-122.062,2030,11770 +2021200770,20140909T000000,895000.0,2,1.75,1700,3618,1.0,0,1,3,8,1260,440,1950,0,98199,47.6336,-122.397,2200,5000 +2005600090,20140514T000000,160000.0,3,1.0,860,11900,1.0,0,0,4,6,860,0,1963,0,98030,47.3574,-122.186,1660,10248 +123000110,20140930T000000,520000.0,2,1.0,910,5000,1.0,0,0,3,7,910,0,1924,0,98107,47.6733,-122.37,1050,5000 +2473372170,20140806T000000,432000.0,4,3.25,2820,13059,2.0,0,0,4,8,2820,0,1976,0,98058,47.4508,-122.132,2360,8600 +7227500865,20140519T000000,141800.0,2,1.0,930,4743,1.0,0,0,4,5,930,0,1942,0,98056,47.4966,-122.187,930,4779 +510001280,20140714T000000,980000.0,4,2.0,2190,4560,2.5,0,0,5,8,2190,0,1910,0,98103,47.662,-122.329,2190,4560 +3886903615,20150416T000000,1290000.0,4,2.5,3430,7200,2.0,0,0,3,9,3430,0,2014,0,98033,47.6842,-122.196,1530,7800 +439200035,20141117T000000,740000.0,4,2.75,2560,6900,1.0,0,0,3,8,1480,1080,1959,0,98115,47.686,-122.297,2600,7200 +4303200184,20141010T000000,230000.0,2,1.0,770,6450,1.0,0,0,4,6,770,0,1948,0,98106,47.531,-122.358,780,6063 +9362000040,20140623T000000,3400000.0,3,4.5,5230,17826,2.0,1,4,3,10,3740,1490,2005,0,98040,47.5348,-122.243,3670,17826 +4039701280,20150408T000000,954500.0,3,2.25,2440,9689,1.0,0,2,4,8,1830,610,1974,0,98008,47.6141,-122.111,2730,9689 +9828201202,20150316T000000,622000.0,3,1.5,1650,3150,1.5,0,0,4,8,1650,0,1929,0,98122,47.6156,-122.297,1650,4500 +2734100835,20150303T000000,90000.0,1,1.0,780,4000,1.0,0,0,3,5,780,0,1905,0,98108,47.5424,-122.321,1150,4000 +6749700110,20141029T000000,342000.0,3,3.0,1260,1634,3.0,0,0,3,8,1260,0,1998,0,98103,47.697,-122.349,1260,1135 +3832060940,20140729T000000,305000.0,4,2.5,2320,4683,2.0,0,0,3,7,2320,0,2007,0,98042,47.3349,-122.059,2230,5750 +2214800110,20140820T000000,259900.0,4,2.75,1560,8820,1.0,0,3,3,7,1060,500,1979,0,98001,47.3382,-122.257,2140,7800 +1909600115,20140827T000000,420000.0,3,2.0,2330,6346,1.5,0,0,3,6,1600,730,1934,2014,98146,47.5135,-122.38,1380,8400 +40000553,20150304T000000,250000.0,2,1.0,1400,19570,1.5,0,0,3,6,1100,300,1929,0,98168,47.4724,-122.271,2250,6500 +7686203195,20150323T000000,249950.0,3,1.5,1450,6875,1.0,0,0,4,7,1450,0,1961,0,98198,47.4205,-122.316,1270,8000 +2923059064,20150217T000000,199000.0,2,1.0,1140,15120,1.0,0,0,4,6,990,150,1932,0,98055,47.4521,-122.196,2320,11250 +2895600090,20150407T000000,355200.0,3,1.0,1120,7320,1.0,0,0,4,7,1120,0,1954,0,98146,47.5103,-122.382,1410,6328 +4019301386,20140909T000000,425000.0,3,1.5,1970,13709,1.0,0,0,4,7,1680,290,1955,0,98155,47.7562,-122.277,2200,16536 +7199360100,20141112T000000,379500.0,3,1.0,1110,7128,1.0,0,0,3,7,1110,0,1980,0,98052,47.6968,-122.124,1510,7107 +1241500032,20140819T000000,860000.0,4,2.5,3070,6923,2.0,0,0,3,9,3070,0,2009,0,98033,47.669,-122.172,2190,9218 +9558020610,20140512T000000,335000.0,3,2.5,1940,4927,2.0,0,0,3,8,1940,0,2004,0,98058,47.4479,-122.12,2070,4892 +2050100450,20141105T000000,865000.0,3,2.5,3050,12558,2.0,0,0,3,10,3050,0,1997,0,98074,47.6549,-122.089,3543,12558 +1250200600,20150408T000000,390000.0,3,1.0,1240,3600,1.5,0,0,3,7,1240,0,1902,0,98144,47.5986,-122.298,1680,3600 +9325200110,20140909T000000,569950.0,5,4.25,3380,7805,2.0,0,0,3,8,3380,0,2014,0,98148,47.4349,-122.328,2790,7805 +293850040,20150205T000000,495500.0,3,2.5,3190,7828,2.0,0,0,3,9,3190,0,2006,0,98059,47.5047,-122.144,2970,7828 +3723800097,20141211T000000,476500.0,4,1.75,1670,10200,1.0,0,0,3,7,1390,280,1953,0,98118,47.5524,-122.267,1720,6860 +7788400180,20140812T000000,261000.0,3,1.0,1660,11200,1.0,0,0,3,7,1660,0,1957,0,98056,47.5121,-122.168,1380,10875 +2206700215,20140822T000000,375000.0,4,2.0,2070,9822,1.0,0,0,5,7,2070,0,1955,0,98006,47.566,-122.14,1300,9572 +2206700215,20150422T000000,550000.0,4,2.0,2070,9822,1.0,0,0,5,7,2070,0,1955,0,98006,47.566,-122.14,1300,9572 +603001050,20140723T000000,230000.0,2,1.0,1430,4000,1.0,0,0,3,7,930,500,1949,0,98118,47.5233,-122.284,1110,4000 +3583400120,20150204T000000,526750.0,5,2.5,2270,10700,1.0,0,0,4,8,1570,700,1963,0,98028,47.741,-122.256,2020,10230 +3886903155,20150304T000000,606000.0,3,2.0,1980,7680,1.5,0,0,4,6,1070,910,1911,0,98033,47.6839,-122.195,1330,8704 +9485910100,20150424T000000,368500.0,4,2.75,2500,26400,1.0,0,0,3,8,1780,720,1977,0,98031,47.3444,-122.084,2180,31900 +3223039089,20140929T000000,275000.0,3,1.0,1230,171190,1.0,0,0,3,7,1230,0,1973,0,98070,47.4397,-122.46,1550,15450 +2596300035,20150422T000000,342000.0,4,1.0,1390,9023,1.5,0,0,3,7,1390,0,1955,0,98155,47.7754,-122.296,1760,9023 +9542801120,20150327T000000,278100.0,4,1.75,2120,8520,1.0,0,0,3,7,1600,520,1978,0,98023,47.302,-122.373,2160,8400 +8150600195,20141028T000000,450000.0,4,2.75,1540,4840,1.0,0,2,4,7,850,690,1929,0,98126,47.5491,-122.375,1180,4840 +6806100040,20140825T000000,349950.0,4,2.5,2000,5006,2.0,0,0,3,7,2000,0,2005,0,98058,47.466,-122.147,2410,4889 +8857640040,20150410T000000,425000.0,4,2.5,2400,6053,2.0,0,0,3,8,2400,0,2001,0,98038,47.3869,-122.033,2460,6519 +2138000120,20140626T000000,435000.0,4,2.75,2110,8751,1.0,0,0,3,7,1510,600,1962,0,98011,47.7617,-122.215,1660,10295 +4022902260,20140626T000000,460000.0,4,2.5,2550,19017,1.0,0,0,4,7,1300,1250,1961,0,98155,47.7682,-122.284,2080,21100 +2225300149,20141222T000000,323000.0,4,1.75,1440,8114,1.0,0,0,4,7,1440,0,1963,0,98155,47.7639,-122.332,1940,7208 +3438500880,20150430T000000,325000.0,2,1.0,810,6827,1.0,0,0,3,6,810,0,1944,0,98106,47.5495,-122.357,990,6827 +1646502165,20140813T000000,480000.0,2,1.75,1170,4635,1.0,0,0,4,6,690,480,1924,0,98117,47.6842,-122.359,1240,4120 +9541600110,20150430T000000,1325000.0,3,2.5,3590,8400,1.0,0,0,3,9,2950,640,1958,2007,98005,47.595,-122.173,1620,7875 +3348401095,20150427T000000,210000.0,4,1.75,2090,6485,1.0,0,0,3,7,1280,810,1956,0,98178,47.4958,-122.265,2190,9600 +7579200915,20150401T000000,920000.0,5,4.5,3820,5750,2.0,0,3,3,9,2830,990,2000,0,98116,47.5581,-122.385,1750,5750 +2126049096,20141202T000000,399000.0,3,1.0,1460,8290,1.0,0,0,3,8,1460,0,1959,0,98125,47.7246,-122.3,1470,8290 +6021500025,20140818T000000,631750.0,3,1.75,2360,4063,1.0,0,0,5,7,1180,1180,1940,0,98117,47.6902,-122.382,1660,4063 +8945000910,20150326T000000,184000.0,3,1.0,1100,8680,1.0,0,0,3,6,1100,0,1962,0,98023,47.3072,-122.363,1100,9220 +2473411130,20150416T000000,333000.0,4,2.5,2100,7208,2.0,0,0,3,8,2100,0,1974,0,98058,47.4478,-122.128,2060,7480 +2781250900,20140620T000000,218000.0,2,2.0,1310,2841,2.0,0,0,3,6,1310,0,2004,0,98038,47.3502,-122.022,1360,2550 +3330500925,20150224T000000,258305.0,2,1.5,750,2964,1.0,0,0,5,5,750,0,1919,0,98118,47.5518,-122.277,1350,3090 +9522100375,20140715T000000,775000.0,5,1.5,1720,5000,1.5,0,0,3,8,1720,0,1915,0,98103,47.6627,-122.355,1720,5000 +1826049362,20140611T000000,515000.0,3,2.5,3370,19585,2.0,0,0,3,7,3200,170,1951,0,98133,47.7388,-122.339,1730,9430 +1250200495,20140624T000000,455000.0,2,1.5,1200,1259,2.0,0,0,3,8,1000,200,2015,0,98144,47.6001,-122.298,1320,1852 +5662100110,20150218T000000,440000.0,3,2.5,1830,6807,2.5,0,0,5,7,1830,0,1954,0,98155,47.7613,-122.322,1340,6807 +2025049111,20140619T000000,1440000.0,3,3.5,3870,3819,2.0,0,0,3,11,2760,1110,2002,0,98102,47.6452,-122.317,2530,5500 +7576700131,20140714T000000,850000.0,3,2.25,2220,3707,2.0,0,0,4,8,1620,600,1919,0,98122,47.617,-122.286,2030,4850 +4027701265,20150501T000000,480000.0,3,1.75,2920,21375,1.0,0,0,3,8,1850,1070,1961,0,98028,47.7666,-122.265,1540,8482 +3423059177,20141126T000000,420000.0,5,2.75,2540,27007,1.0,0,0,3,8,1520,1020,1980,2014,98058,47.4326,-122.155,1800,26572 +3876312840,20140912T000000,408000.0,3,1.75,1970,7100,1.0,0,0,3,7,1590,380,1976,0,98072,47.7353,-122.172,1790,7455 +6928600330,20140820T000000,278000.0,5,1.75,2170,9752,1.0,0,0,3,7,1100,1070,1962,0,98003,47.3355,-122.331,1810,10609 +5316100820,20150122T000000,1195000.0,3,3.0,2350,1620,2.0,0,0,3,9,1560,790,2001,0,98112,47.6308,-122.279,2000,4380 +1022059161,20140613T000000,454000.0,4,2.25,2630,39000,2.0,0,0,3,9,2630,0,1979,0,98042,47.4089,-122.149,2270,66647 +4134300175,20150417T000000,1851000.0,4,2.5,4120,14866,1.0,1,4,3,8,2070,2050,1965,0,98006,47.5571,-122.193,3620,19729 +7853301130,20150505T000000,499000.0,4,2.25,2440,5000,2.0,0,0,3,7,2440,0,2007,0,98065,47.5407,-121.89,2440,5212 +6928000620,20150218T000000,590000.0,5,3.0,3480,6625,2.0,0,0,3,8,3480,0,2012,0,98059,47.4815,-122.153,2800,9400 +5680000750,20140730T000000,385000.0,3,3.5,1900,4805,2.0,0,0,3,8,1560,340,1999,0,98108,47.5686,-122.315,1360,4800 +333100265,20140924T000000,1250000.0,4,3.25,3160,10043,2.0,0,2,3,9,3160,0,2011,0,98034,47.7001,-122.238,3450,10043 +3530490031,20140924T000000,202200.0,2,1.75,1330,2159,1.0,0,0,4,8,1330,0,1979,0,98198,47.3822,-122.32,1220,3679 +6400700230,20150311T000000,450000.0,3,2.25,1420,13468,1.0,0,0,3,7,960,460,1976,0,98033,47.6693,-122.176,1480,10980 +322069010,20150508T000000,435000.0,3,2.0,2570,233481,1.5,0,0,4,8,2570,0,1986,0,98038,47.4199,-122.034,2280,157687 +2722059013,20150204T000000,550000.0,2,1.0,1270,43560,1.0,0,0,4,5,1270,0,1908,0,98042,47.3651,-122.165,1870,6960 +3878900815,20150504T000000,361000.0,3,2.25,2470,5650,1.0,0,2,3,7,1550,920,1973,0,98178,47.5072,-122.252,1660,5650 +2600010330,20150120T000000,760000.0,4,2.25,2590,12600,2.0,0,0,3,9,2590,0,1979,0,98006,47.5566,-122.162,2620,11050 +3889100027,20140616T000000,902000.0,4,2.5,3030,8507,2.0,0,0,3,9,3030,0,2003,0,98033,47.6675,-122.176,2570,8830 +3505100297,20150411T000000,505000.0,3,1.75,1240,4550,1.5,0,0,4,7,1240,0,1951,0,98116,47.5803,-122.398,2110,5700 +5560001130,20150225T000000,200000.0,3,1.0,1040,8925,1.0,0,0,4,6,1040,0,1961,0,98023,47.3265,-122.335,1040,8925 +1311910300,20150204T000000,260000.0,5,2.25,2320,6375,1.0,0,0,4,7,1270,1050,1967,0,98001,47.3351,-122.282,1760,7600 +7518505160,20140925T000000,417000.0,2,1.0,1190,5100,1.5,0,0,2,7,1190,0,1928,0,98117,47.6773,-122.382,1920,5100 +2115510330,20150202T000000,287500.0,3,2.25,2030,8690,1.0,0,0,4,8,1360,670,1986,0,98023,47.3185,-122.391,1720,8800 +3955500100,20150407T000000,450000.0,3,1.5,1390,10530,1.0,0,0,3,7,1390,0,1961,0,98033,47.7025,-122.196,1750,10530 +2771104965,20150130T000000,825000.0,2,1.75,2050,4000,1.5,0,2,3,8,2050,0,1979,0,98119,47.6415,-122.373,1940,4000 +5317100530,20140827T000000,1475000.0,4,3.0,3050,6179,2.0,0,0,4,9,2330,720,1926,0,98112,47.6253,-122.284,3020,6505 +3336002215,20150225T000000,319950.0,2,1.0,1240,5500,1.5,0,0,3,6,1240,0,1921,0,98118,47.5257,-122.263,1520,5500 +9408300180,20140828T000000,682000.0,4,2.5,3030,30000,2.0,0,0,4,9,3030,0,1981,0,98072,47.7468,-122.112,2600,34932 +2770604575,20150506T000000,560000.0,3,1.75,1930,6000,1.0,0,0,3,8,1130,800,1956,0,98119,47.6516,-122.375,1870,6000 +7305900082,20141230T000000,350000.0,3,1.75,1490,10344,1.0,0,0,3,7,1490,0,1985,0,98155,47.7517,-122.326,1450,8632 +8661000148,20141028T000000,270000.0,3,2.0,1510,10215,1.0,0,0,4,7,1510,0,1995,0,98022,47.2078,-122.003,1370,8902 +7968460230,20150305T000000,284000.0,3,1.75,1320,35100,1.0,0,0,3,7,1320,0,1990,0,98092,47.312,-122.129,1660,35100 +827000110,20140714T000000,308000.0,4,2.5,2330,4606,2.0,0,0,3,8,2330,0,2004,0,98031,47.3934,-122.184,2330,5783 +3390600025,20140529T000000,450000.0,4,2.0,2240,7725,1.0,0,0,5,7,1120,1120,1956,0,98106,47.5331,-122.365,1340,6300 +1026069172,20140618T000000,540000.0,4,2.5,2050,34222,2.0,0,0,4,8,2050,0,1989,0,98077,47.7572,-122.022,2240,51400 +1226039103,20140610T000000,380000.0,4,1.5,1680,11123,1.0,0,0,3,7,1130,550,1959,0,98177,47.7565,-122.361,1770,10103 +2125079054,20150224T000000,522500.0,4,2.75,2200,122403,1.5,0,0,3,7,2200,0,1971,0,98014,47.6301,-121.911,1710,74487 +1545807810,20141021T000000,118000.0,1,1.0,670,7957,1.0,0,0,4,6,670,0,1978,0,98038,47.3594,-122.056,1600,7957 +7205500120,20150423T000000,280400.0,4,1.75,1730,7210,1.0,0,0,4,7,1010,720,1968,0,98003,47.354,-122.315,1620,7210 +924069176,20140903T000000,710000.0,4,2.75,2710,41811,1.5,0,0,4,8,1690,1020,1995,0,98075,47.5836,-122.046,2110,35656 +4045500620,20140910T000000,720000.0,3,3.25,3410,25741,2.0,0,0,4,8,3410,0,1993,0,98014,47.6929,-121.868,1660,25865 +8146100325,20140505T000000,787000.0,3,1.75,1330,7500,1.0,0,0,3,8,1330,0,1961,0,98004,47.6074,-122.195,1690,7800 +8663240180,20150330T000000,537000.0,4,2.5,1990,2660,2.0,0,0,3,8,1990,0,2012,0,98034,47.732,-122.178,1990,2665 +2087700115,20141103T000000,650000.0,2,1.5,1900,4450,1.0,0,0,5,7,1500,400,1916,0,98144,47.5834,-122.293,2130,5000 +7973202225,20150106T000000,154200.0,4,1.0,1310,8640,1.0,0,0,3,6,910,400,1948,0,98146,47.5104,-122.342,1310,8640 +2557000090,20150115T000000,238000.0,4,2.5,1690,7260,1.0,0,0,3,7,1080,610,1979,0,98023,47.3001,-122.368,1690,7700 +3500100209,20140804T000000,285650.0,3,1.0,1040,8199,1.0,0,0,3,7,1040,0,1953,0,98155,47.7348,-122.302,1420,8200 +7234601166,20140807T000000,485500.0,2,1.5,1340,1286,2.0,0,0,3,8,1190,150,2006,0,98122,47.617,-122.309,1460,1245 +3972900215,20150126T000000,315000.0,2,1.0,1120,7350,1.0,0,0,3,7,1120,0,1942,0,98155,47.7648,-122.31,1320,7545 +1924059029,20140617T000000,4668000.0,5,6.75,9640,13068,1.0,1,4,3,12,4820,4820,1983,2009,98040,47.557,-122.21,3270,10454 +3900500110,20141117T000000,627000.0,3,2.0,2310,10525,2.0,0,0,5,7,2310,0,1965,0,98033,47.6727,-122.174,1430,10523 +5561000600,20150410T000000,525000.0,3,2.5,2190,34528,2.0,0,0,3,8,2190,0,1994,0,98027,47.4594,-121.986,2460,37901 +3589500315,20140919T000000,526000.0,3,3.25,1220,1281,2.0,0,0,3,8,930,290,2014,0,98105,47.67,-122.317,1303,3810 +3658700690,20150327T000000,480000.0,3,1.5,1200,3060,1.0,0,0,4,7,1060,140,1910,0,98115,47.679,-122.315,1410,3060 +4054560120,20141008T000000,970000.0,3,3.5,3840,53696,2.0,0,0,3,9,3840,0,1996,0,98077,47.7322,-122.035,3810,35181 +3918400123,20140811T000000,640000.0,4,2.5,2460,9973,1.0,0,0,4,8,1560,900,1965,0,98177,47.7133,-122.361,1830,7200 +2592300450,20140627T000000,279000.0,3,2.5,1630,7950,1.0,0,0,3,8,1320,310,1985,0,98042,47.4224,-122.159,1650,7952 +123039424,20140710T000000,303000.0,2,2.0,970,9750,1.0,0,0,5,6,970,0,1940,0,98146,47.5073,-122.372,1850,9000 +8068000730,20140625T000000,315000.0,4,2.0,1780,5336,1.5,0,0,5,6,930,850,1918,0,98178,47.5094,-122.263,1910,10304 +7461420230,20150325T000000,336500.0,4,1.75,1760,7268,1.0,0,0,4,7,1080,680,1979,0,98058,47.4267,-122.148,1830,8786 +1443501020,20141113T000000,163250.0,2,1.0,770,8150,1.0,0,0,3,6,770,0,1951,0,98118,47.5324,-122.275,1140,8550 +3798000165,20150218T000000,444950.0,3,1.0,1760,6927,1.0,0,0,3,7,1050,710,1962,0,98011,47.7623,-122.2,2060,9120 +730000085,20140801T000000,285000.0,2,1.0,990,2446,2.0,0,0,3,7,990,0,1998,0,98144,47.5919,-122.297,1260,2805 +2061100265,20150317T000000,370000.0,2,1.0,1250,4960,1.0,0,0,3,7,940,310,1938,0,98115,47.6893,-122.325,2030,7440 +1683900040,20141215T000000,330000.0,3,2.25,1440,5150,2.0,0,0,3,7,1440,0,1997,0,98106,47.5456,-122.356,1530,5238 +3959401880,20140820T000000,395000.0,2,2.0,1960,4018,1.0,0,0,5,7,980,980,1950,0,98108,47.5629,-122.32,1240,4641 +2124049160,20150416T000000,440000.0,6,3.0,2510,5310,1.0,0,0,4,7,1460,1050,1944,0,98108,47.5533,-122.304,1390,5407 +7708180040,20140503T000000,625000.0,4,2.75,2920,6605,2.0,0,0,3,8,2920,0,2012,0,98059,47.4909,-122.144,3030,6605 +1422300100,20140929T000000,435000.0,3,2.5,1730,46638,2.0,0,0,3,8,1730,0,1991,0,98045,47.4614,-121.709,1750,35508 +255550230,20141118T000000,299950.0,3,2.5,1570,2577,2.0,0,0,3,7,1570,0,2005,0,98019,47.7456,-121.984,1970,2952 +1370804480,20140929T000000,560000.0,2,1.75,970,4233,1.0,0,0,4,7,970,0,1944,0,98199,47.6384,-122.4,1340,4233 +5104511590,20140520T000000,380000.0,4,3.0,2800,9764,2.0,0,0,3,8,2800,0,2002,0,98038,47.3543,-122.012,3610,8194 +1498302783,20140519T000000,333000.0,4,2.0,1580,7800,2.0,0,0,2,6,1580,0,1906,0,98144,47.5848,-122.302,1190,4440 +1623800300,20140610T000000,499000.0,2,1.0,1220,3000,1.0,0,0,3,7,920,300,1926,0,98117,47.6823,-122.365,1270,3000 +5649600266,20150224T000000,386000.0,3,1.5,1550,8000,1.0,0,0,3,6,1330,220,1980,0,98118,47.5536,-122.286,1150,5150 +2968801075,20140922T000000,320600.0,3,2.0,1220,7620,1.0,0,0,3,6,720,500,1947,2014,98166,47.4564,-122.352,1640,7620 +1923039089,20140610T000000,285000.0,2,2.0,1651,18200,1.0,0,0,3,6,1651,0,1946,0,98070,47.4621,-122.461,1510,89595 +4006000183,20140909T000000,450000.0,7,4.0,3150,7800,2.0,0,0,3,8,3150,0,2013,0,98118,47.5259,-122.279,1880,6000 +9183700845,20141218T000000,175000.0,2,1.0,800,7150,1.0,0,0,3,5,800,0,1933,0,98030,47.3788,-122.224,1220,8019 +9558050360,20150421T000000,544800.0,5,2.75,3190,5857,2.0,0,0,3,9,3190,0,2004,0,98058,47.4575,-122.119,3100,5857 +1683600120,20150121T000000,220000.0,3,1.75,1720,7587,1.0,0,0,4,7,1140,580,1981,0,98092,47.3175,-122.182,1120,7287 +1604601570,20140905T000000,374000.0,2,2.25,1100,1695,2.0,0,0,3,9,1100,0,2009,0,98118,47.5663,-122.289,1100,3082 +2787460720,20150227T000000,200000.0,3,2.0,1010,7896,1.0,0,0,3,7,1010,0,1984,0,98031,47.4046,-122.181,1540,7896 +2787460720,20150506T000000,259950.0,3,2.0,1010,7896,1.0,0,0,3,7,1010,0,1984,0,98031,47.4046,-122.181,1540,7896 +6386700300,20140722T000000,255000.0,4,2.75,1760,9222,1.0,0,0,3,7,1140,620,1971,0,98023,47.3099,-122.362,1800,9222 +2297400090,20150323T000000,447000.0,3,1.75,1400,6750,1.0,0,0,3,7,1040,360,1975,0,98034,47.717,-122.226,1860,7480 +2420069278,20150319T000000,287000.0,3,2.5,1820,8722,1.5,0,0,3,7,1820,0,1926,2008,98022,47.2137,-121.989,1480,12285 +7276100145,20140930T000000,344950.0,3,2.0,1470,6950,1.0,0,0,5,6,1470,0,1932,0,98133,47.7619,-122.343,1660,5065 +2475900850,20141010T000000,212000.0,2,1.0,770,7000,1.0,0,0,3,6,770,0,1921,0,98024,47.5654,-121.89,1100,8777 +3760100100,20140723T000000,425000.0,5,2.75,1340,11583,1.0,0,0,3,7,1190,150,1962,0,98034,47.709,-122.214,1950,10514 +7849202585,20140904T000000,170000.0,1,1.0,480,4560,1.0,0,0,3,5,480,0,1922,0,98065,47.5253,-121.826,890,4803 +6430500291,20150212T000000,565000.0,3,1.0,1260,4080,1.5,0,0,4,7,1260,0,1928,0,98103,47.6893,-122.354,1130,3876 +8151600701,20140623T000000,234000.0,2,1.0,870,11100,1.0,0,0,3,6,870,0,1940,0,98146,47.5038,-122.364,1370,10404 +2597450620,20141009T000000,1511250.0,3,2.5,4010,12105,1.0,0,3,5,11,2600,1410,1983,0,98006,47.554,-122.151,4010,15081 +1099900120,20150126T000000,345000.0,3,2.5,2340,8414,1.0,0,0,3,7,1280,1060,1993,0,98188,47.4685,-122.265,2340,7268 +7853340450,20150427T000000,415000.0,3,2.75,1770,3172,2.0,0,0,3,8,1770,0,2009,0,98065,47.5164,-121.878,1760,2891 +5652600065,20141010T000000,760000.0,5,1.75,2660,10637,1.5,0,0,5,7,1670,990,1922,0,98115,47.6945,-122.292,1570,6825 +6114400142,20150226T000000,484000.0,5,2.5,3600,20001,2.0,0,0,4,9,3600,0,1976,0,98166,47.4484,-122.339,2860,21780 +3630050180,20140926T000000,360000.0,2,1.75,1230,1107,2.0,0,0,3,8,1230,0,2006,0,98029,47.5475,-121.999,1380,1107 +1853000300,20150224T000000,875000.0,3,2.75,3270,39586,1.5,0,0,3,11,3270,0,1988,0,98077,47.731,-122.078,3480,35998 +3585900785,20140514T000000,930000.0,3,2.5,3100,20553,1.0,0,0,3,10,3100,0,1954,0,98177,47.7635,-122.377,3000,22302 +1545801970,20140516T000000,250000.0,3,2.0,1900,6660,1.0,0,0,5,7,950,950,1966,0,98038,47.3594,-122.054,1690,8111 +7853340610,20150421T000000,394000.0,2,2.0,1750,2731,2.0,0,0,3,8,1750,0,2012,0,98065,47.5169,-121.878,1650,2731 +8562900590,20150122T000000,865000.0,4,3.5,3380,11270,2.0,0,1,3,9,2160,1220,2007,0,98074,47.6124,-122.06,2910,11214 +9422400035,20140912T000000,477500.0,2,2.0,2090,6000,2.0,0,1,3,7,2090,0,1918,1985,98116,47.5732,-122.413,1600,5400 +9273200115,20141217T000000,1250000.0,4,2.75,4120,12500,1.0,0,4,4,8,2060,2060,1947,0,98116,47.5914,-122.385,3680,5000 +3971700937,20140827T000000,270000.0,3,1.75,1260,7500,1.0,0,0,3,6,840,420,1947,0,98155,47.772,-122.323,1340,7500 +1508210230,20150428T000000,567000.0,3,2.25,1800,6875,1.0,0,0,4,8,1230,570,1974,0,98052,47.6773,-122.11,1800,8749 +5249803550,20140602T000000,635000.0,3,2.5,1960,7200,1.0,0,0,4,8,980,980,1940,0,98118,47.5655,-122.27,1440,7200 +4218400100,20140911T000000,1865000.0,6,2.75,4460,6952,2.5,0,2,4,10,3460,1000,1930,0,98105,47.6626,-122.269,2750,4769 +1424100100,20140610T000000,183000.0,3,1.75,1330,9200,1.0,0,0,4,7,1330,0,1973,0,98092,47.2916,-122.185,1590,9200 +7861000021,20150429T000000,309933.0,3,1.75,1820,78408,1.0,0,0,3,6,1220,600,1950,0,98042,47.3364,-122.128,1340,78408 +7856601110,20150325T000000,945800.0,4,2.75,3360,9100,1.0,0,0,4,8,1760,1600,1973,0,98006,47.5641,-122.149,2620,8925 +1121039059,20140522T000000,503000.0,2,1.75,2860,59612,1.0,1,4,3,8,1510,1350,1948,2003,98023,47.3276,-122.389,2720,59612 +522059172,20140814T000000,220000.0,3,1.0,1460,10200,1.0,0,0,4,7,1460,0,1957,0,98055,47.4238,-122.197,1460,8500 +8594400110,20150401T000000,335000.0,3,1.75,1900,36769,1.0,0,0,3,8,1900,0,1987,0,98092,47.3041,-122.066,1950,35847 +9201000120,20150422T000000,650000.0,3,2.25,1790,9927,1.0,0,2,4,7,1240,550,1969,0,98075,47.5822,-122.077,2610,10700 +1822059440,20150203T000000,511000.0,4,3.5,3100,7600,2.0,0,0,3,10,3100,0,2005,0,98031,47.3892,-122.215,3350,7638 +1623089039,20141217T000000,275000.0,2,1.0,900,57063,1.0,0,0,4,6,900,0,1938,0,98045,47.4735,-121.786,1440,268765 +452001570,20150403T000000,576250.0,2,1.75,1530,5000,2.0,0,0,4,7,1260,270,1989,0,98107,47.6755,-122.37,1470,5000 +1724069079,20150319T000000,1452000.0,2,3.25,2070,3128,2.0,1,3,3,9,1760,310,1988,0,98075,47.5686,-122.06,2740,3568 +3141600210,20140619T000000,186000.0,3,2.0,1340,4320,1.0,0,0,3,5,920,420,1912,1993,98002,47.299,-122.228,980,6480 +1797500530,20150505T000000,655100.0,1,1.0,1220,4160,1.0,0,0,3,7,1220,0,1922,0,98115,47.6746,-122.315,1970,4200 +7300400580,20140505T000000,328000.0,4,2.5,2370,6500,2.0,0,0,3,9,2370,0,1998,0,98092,47.3328,-122.173,2590,6137 +1826049442,20150310T000000,441000.0,3,2.5,1890,11036,1.0,0,0,3,8,1460,430,1973,0,98133,47.7426,-122.354,2040,7524 +2525000220,20150414T000000,370000.0,3,1.75,1480,7725,1.5,0,0,4,7,1480,0,1981,0,98059,47.483,-122.163,1720,8379 +191100665,20150413T000000,630000.0,2,1.0,1050,8382,1.0,0,0,3,7,1050,0,1959,0,98040,47.5627,-122.221,2400,9525 +5634500201,20150414T000000,470500.0,4,2.25,2070,14000,1.0,0,0,3,7,1720,350,1958,0,98028,47.7484,-122.237,1690,14444 +795000405,20150413T000000,285950.0,2,1.0,1170,6000,1.0,0,0,3,6,1170,0,1948,0,98168,47.5033,-122.331,1130,7500 +1300300730,20150324T000000,698000.0,3,1.5,1090,7200,1.0,0,0,4,7,1090,0,1958,0,98040,47.5817,-122.241,2010,8982 +1862900040,20140626T000000,268000.0,3,2.5,1650,6684,2.0,0,0,3,7,1650,0,1991,0,98031,47.4051,-122.184,1850,7048 +9279700150,20150212T000000,1625000.0,4,3.75,4410,8112,3.0,0,4,3,11,3570,840,2003,0,98116,47.5888,-122.392,2770,5750 +322059311,20150330T000000,355000.0,4,2.5,1780,15000,2.0,0,0,2,7,1780,0,1993,0,98058,47.4239,-122.153,2005,9680 +3333002710,20140917T000000,299000.0,3,1.0,1550,8778,1.0,0,0,3,7,1250,300,1952,0,98118,47.5413,-122.281,2120,7268 +1257200115,20140521T000000,1003000.0,4,2.75,2290,6120,2.0,0,0,4,7,2170,120,1926,0,98115,47.6746,-122.327,1910,4590 +9183703045,20150420T000000,275000.0,4,2.0,2220,8229,1.5,0,0,4,7,2220,0,1958,0,98030,47.3722,-122.22,1660,8396 +7899800905,20150503T000000,475000.0,3,1.75,1150,10240,1.0,0,0,3,6,1030,120,1918,0,98106,47.5222,-122.357,1270,2566 +7215400770,20140623T000000,260000.0,4,2.5,2000,37045,2.0,0,0,3,8,2000,0,1989,0,98042,47.3398,-122.071,2390,36868 +1139000215,20140718T000000,416000.0,2,1.75,1270,7560,1.5,0,0,4,7,1270,0,1932,0,98133,47.7083,-122.357,1480,7560 +9218400088,20141119T000000,495000.0,5,1.0,1810,11205,1.5,0,2,3,7,1810,0,1915,0,98178,47.5099,-122.262,1860,7965 +9455200596,20150114T000000,357500.0,3,1.0,1450,8100,1.0,0,0,3,6,1450,0,1952,0,98125,47.7027,-122.289,1450,7800 +510002506,20140825T000000,459500.0,2,1.5,1170,1079,3.0,0,0,3,7,1170,0,2003,0,98103,47.6607,-122.333,1170,1116 +7212680850,20140903T000000,258000.0,3,2.5,1730,6930,2.0,0,0,3,8,1730,0,1994,0,98003,47.2621,-122.308,1780,6930 +5229300085,20150411T000000,600000.0,3,2.25,2680,98445,1.0,0,0,5,8,2680,0,1962,0,98059,47.5015,-122.108,2340,98445 +7436000205,20140919T000000,665000.0,3,1.0,1260,24550,1.5,0,2,4,7,1260,0,1937,0,98136,47.5442,-122.396,2500,12320 +425200205,20141003T000000,165000.0,3,1.5,1020,10152,1.0,0,0,5,6,1020,0,1959,0,98056,47.4971,-122.168,1320,8892 +7138200150,20140518T000000,297000.0,5,2.5,1970,8605,2.0,0,0,4,7,1970,0,1994,0,98022,47.1944,-122.013,1970,8460 +1782000180,20141023T000000,350000.0,2,1.0,830,5100,1.0,0,0,4,7,830,0,1942,0,98126,47.5259,-122.379,1220,5100 +3623500205,20140513T000000,2450000.0,4,4.5,5030,11023,2.0,0,2,3,11,3250,1780,2008,0,98040,47.5722,-122.236,3640,11490 +1423200110,20150513T000000,180000.0,2,1.0,800,9450,1.0,0,0,3,6,800,0,1958,0,98058,47.4563,-122.184,1090,9450 +797000256,20150407T000000,339950.0,3,1.75,1330,12092,1.0,0,0,4,6,720,610,1981,0,98168,47.5102,-122.324,1770,11770 +9357000215,20150127T000000,365000.0,3,1.0,1030,4700,1.0,0,0,3,7,1030,0,1952,0,98146,47.5118,-122.377,1030,4700 +2526069095,20140605T000000,955000.0,4,4.25,5660,193593,2.0,0,0,3,10,4100,1560,2001,0,98019,47.7064,-121.981,3620,207141 +6908200650,20140527T000000,732000.0,3,2.5,2330,1987,2.0,0,4,3,9,1410,920,2004,0,98107,47.6735,-122.405,2640,5250 +5021900175,20140616T000000,500000.0,3,1.75,1540,10800,1.0,0,0,5,6,770,770,1947,0,98040,47.5763,-122.222,2020,10800 +4038700220,20150213T000000,610000.0,6,2.75,2040,8560,1.0,0,2,4,7,1100,940,1961,0,98008,47.616,-122.115,2230,8560 +9455200205,20140604T000000,525000.0,3,2.0,1540,7800,1.0,0,0,3,8,1540,0,2004,0,98125,47.7041,-122.288,1510,7800 +5379804470,20140617T000000,170000.0,4,1.0,1920,13787,1.0,0,0,4,7,1220,700,1966,0,98188,47.4502,-122.277,1490,11200 +2517000150,20140713T000000,300000.0,3,2.5,1870,3439,2.0,0,0,3,7,1870,0,2005,0,98042,47.3992,-122.163,2190,4029 +9264930770,20141029T000000,389500.0,5,3.5,2960,12527,2.0,0,0,3,9,1940,1020,1986,0,98023,47.3134,-122.35,2210,10952 +4197400043,20150219T000000,330000.0,3,1.5,1690,10250,1.0,0,0,4,7,1690,0,1955,0,98166,47.4531,-122.344,1990,11084 +2329800330,20141114T000000,269950.0,3,2.25,1610,7187,2.0,0,0,3,7,1610,0,1988,0,98042,47.3764,-122.117,1640,7194 +7899800450,20140828T000000,107000.0,2,1.0,670,4720,1.0,0,0,4,6,670,0,1948,0,98106,47.5243,-122.358,1480,4720 +2895110062,20141202T000000,249000.0,3,1.0,1752,14626,2.0,0,2,3,8,1752,0,2005,0,98032,47.3755,-122.278,1800,9000 +3448001285,20140818T000000,442500.0,4,2.0,1540,5920,1.5,0,0,5,7,1540,0,1935,0,98125,47.7148,-122.301,1630,6216 +521079025,20150417T000000,579000.0,3,2.5,3160,286181,2.0,0,3,3,9,3160,0,2002,0,98010,47.3401,-121.946,2110,94663 +624069098,20150121T000000,621500.0,3,1.75,2570,39634,2.0,0,0,3,8,2570,0,1984,0,98075,47.596,-122.08,2990,39634 +2946003580,20141119T000000,203000.0,3,1.5,1370,7500,1.0,0,0,3,7,1080,290,1958,0,98198,47.4167,-122.322,1400,7500 +7227500450,20140909T000000,222900.0,2,1.0,860,5800,1.0,0,0,5,5,860,0,1942,0,98056,47.4979,-122.183,900,6000 +2322069100,20150409T000000,453000.0,2,1.5,1680,17400,1.5,0,0,3,7,1680,0,1991,0,98038,47.3836,-122.006,1610,27600 +2144800615,20140625T000000,190000.0,1,0.75,930,29258,1.0,0,0,3,6,930,0,1941,0,98178,47.4837,-122.236,2000,18321 +1432900150,20150406T000000,320000.0,4,1.75,1820,7381,1.0,0,0,5,7,1150,670,1962,0,98058,47.4567,-122.171,1610,8462 +7942601810,20141210T000000,733500.0,3,1.5,2120,4370,1.5,0,0,3,8,2120,0,1904,0,98122,47.606,-122.307,1960,5120 +7302900090,20150218T000000,555000.0,4,2.25,3330,21785,2.0,0,0,3,9,3330,0,1994,0,98059,47.4725,-122.136,3330,21796 +2310050110,20141215T000000,364950.0,3,2.25,2520,6170,2.0,0,0,3,7,1850,670,2003,0,98038,47.3522,-122.042,2260,6967 +6743700090,20141120T000000,490000.0,3,1.75,1560,9247,1.0,0,0,3,7,1160,400,1989,0,98033,47.6954,-122.174,1690,8772 +3935900093,20150427T000000,688000.0,5,1.75,2250,13526,1.0,0,1,3,8,1350,900,1957,0,98125,47.7108,-122.279,2580,10078 +123039279,20140711T000000,165000.0,2,1.0,640,7768,1.0,0,0,3,6,640,0,1942,0,98106,47.515,-122.359,840,7424 +4307350730,20141113T000000,506000.0,5,3.75,3880,8370,2.0,0,0,4,7,3880,0,2004,0,98056,47.4811,-122.179,2160,4651 +1954700610,20141209T000000,2193000.0,3,2.25,3360,7108,2.0,0,0,3,10,2770,590,1905,2004,98112,47.6187,-122.284,3450,8558 +8155500110,20150429T000000,754000.0,5,1.75,2350,7800,1.0,0,0,4,8,1510,840,1968,0,98008,47.6225,-122.107,2220,8400 +7129303045,20150417T000000,949950.0,5,2.5,2340,1989,2.0,1,4,3,8,2340,0,1959,0,98118,47.5193,-122.257,2200,3230 +6021503451,20140822T000000,443600.0,3,2.5,1430,1056,3.0,0,0,3,8,1430,0,2003,0,98117,47.684,-122.388,1310,2135 +3793400360,20140814T000000,380600.0,3,2.5,1920,12244,2.0,0,0,3,7,1920,0,1998,0,98019,47.7256,-121.97,1920,11859 +7504101280,20150126T000000,722800.0,3,3.25,4330,14600,2.0,0,0,3,10,3630,700,1985,0,98074,47.6341,-122.044,3220,12672 +3331500121,20150210T000000,342888.0,2,1.0,790,5150,1.0,0,0,4,6,790,0,1948,0,98118,47.5528,-122.272,1460,5150 +438000015,20140916T000000,555000.0,4,1.75,2350,5946,1.0,0,2,3,8,1350,1000,1957,0,98115,47.6879,-122.298,2060,6000 +5366200205,20140603T000000,613000.0,3,2.5,1350,3068,2.0,0,0,3,7,1350,0,1991,0,98122,47.6099,-122.293,1900,4000 +2026049067,20140702T000000,480000.0,3,2.0,1470,10052,1.0,0,0,4,8,1470,0,1956,0,98125,47.726,-122.316,1480,9780 +3885808035,20150316T000000,619500.0,6,1.5,1680,5202,1.5,0,0,2,7,1680,0,1911,0,98033,47.6798,-122.206,1890,5500 +1494300040,20140624T000000,437000.0,4,2.5,1890,8505,1.0,0,0,3,8,1290,600,1980,0,98052,47.6796,-122.115,1720,9600 +6071200195,20150408T000000,621000.0,4,2.5,2030,9905,1.0,0,0,4,8,2030,0,1959,0,98006,47.5518,-122.184,2130,10008 +1257202215,20140714T000000,810000.0,4,1.75,1760,4080,1.5,0,0,4,8,1760,0,1906,0,98103,47.675,-122.331,1760,6120 +5589300145,20140527T000000,415000.0,3,2.25,1950,8868,1.0,0,0,3,7,1350,600,1964,0,98155,47.7538,-122.312,1300,8880 +293000145,20141113T000000,250000.0,4,1.0,1440,7404,1.0,0,0,3,6,1080,360,1918,0,98126,47.5328,-122.379,1620,7436 +4315701163,20150413T000000,585000.0,3,1.5,2230,6000,1.0,0,1,3,8,1260,970,1968,0,98136,47.5373,-122.395,2120,7200 +6163900981,20140528T000000,220000.0,3,1.0,1180,5002,1.5,0,0,3,7,1180,0,1946,0,98155,47.7529,-122.324,1470,8410 +4157600120,20150422T000000,580000.0,5,2.5,2500,11900,1.0,0,0,3,7,1400,1100,1963,0,98007,47.5915,-122.132,2820,11900 +3262301355,20140725T000000,1320000.0,3,2.75,2680,20104,1.0,0,0,5,9,1820,860,1964,0,98039,47.6304,-122.234,3060,19837 +4376700330,20140801T000000,675000.0,4,2.5,2040,9225,1.0,0,0,5,8,1610,430,1968,0,98052,47.636,-122.097,1730,9225 +8691370330,20141029T000000,695000.0,4,2.75,2660,7389,2.0,0,0,3,9,2660,0,2002,0,98075,47.5993,-121.977,2820,7388 +5078400090,20141209T000000,915000.0,5,2.75,2580,7630,1.0,0,0,4,7,1730,850,1954,0,98004,47.6226,-122.205,2040,7717 +5272200040,20141121T000000,375000.0,3,1.0,1000,6947,1.0,0,0,4,7,1000,0,1947,0,98125,47.7142,-122.319,1000,6947 +2997800015,20150407T000000,500000.0,3,1.5,1330,1265,2.0,0,0,3,8,1140,190,2008,0,98116,47.5773,-122.409,1330,1264 +2780900220,20141226T000000,335000.0,2,2.0,1420,5185,1.0,0,0,3,7,1420,0,2004,0,98038,47.3543,-122.022,2140,4890 +4463400195,20140718T000000,170000.0,2,1.0,1280,21750,1.5,0,0,5,6,1280,0,1912,0,98001,47.3096,-122.241,1520,21750 +844001485,20150429T000000,320900.0,5,2.5,2200,8500,1.0,0,0,4,7,1400,800,1971,0,98010,47.3073,-122.006,1360,8855 +8123450300,20150306T000000,508000.0,3,1.75,1800,8462,1.0,0,0,3,8,1440,360,1978,0,98052,47.6623,-122.141,2210,8436 +7137800300,20140708T000000,228950.0,3,1.75,1200,9085,1.0,0,0,4,7,1200,0,1968,0,98023,47.2795,-122.353,1200,9085 +7972600910,20150507T000000,433000.0,4,2.0,1840,4760,1.5,0,0,4,6,1080,760,1929,0,98106,47.5297,-122.349,1170,5950 +7452500770,20140908T000000,267500.0,2,1.0,960,5150,1.0,0,0,5,6,960,0,1951,0,98126,47.5201,-122.372,1010,5000 +5250300035,20141008T000000,910000.0,4,1.5,2890,9000,2.0,0,4,3,8,2090,800,1939,0,98118,47.5682,-122.274,2550,8400 +9517200610,20150303T000000,370000.0,3,1.75,1290,10117,1.0,0,0,3,7,1290,0,1984,0,98072,47.7598,-122.146,1770,11839 +952004570,20141206T000000,320000.0,2,1.0,1140,3834,1.5,0,0,3,6,1140,0,1911,0,98126,47.5642,-122.378,1190,5750 +579002600,20141001T000000,660000.0,3,1.75,1750,5200,1.0,0,1,4,8,1750,0,1956,0,98117,47.6995,-122.383,2060,5200 +4351300978,20140826T000000,787888.0,4,2.25,2580,21115,2.0,0,0,4,9,2580,0,1977,0,98040,47.5566,-122.219,2690,10165 +1152700090,20141218T000000,329000.0,4,2.5,2650,5880,2.0,0,0,3,9,2650,0,2005,0,98042,47.3509,-122.165,2610,6490 +3179100720,20141203T000000,602000.0,2,1.0,1470,6398,1.0,0,0,4,7,970,500,1941,0,98105,47.6716,-122.279,1950,6398 +5628300015,20141106T000000,375000.0,3,2.0,1640,9750,1.0,0,0,3,7,1640,0,1959,0,98028,47.7425,-122.241,1340,9750 +1900000035,20150505T000000,212000.0,1,1.0,620,7620,1.0,0,0,3,6,620,0,1926,0,98166,47.4697,-122.349,1160,7620 +1105000432,20140822T000000,224000.0,3,1.5,1440,8370,1.0,0,0,3,7,1440,0,1977,0,98118,47.5418,-122.275,1440,8370 +1402810150,20150310T000000,315500.0,3,2.0,1160,10079,1.0,0,0,3,7,1160,0,1986,0,98019,47.7341,-121.976,1130,10087 +2163900028,20150128T000000,350000.0,2,1.0,1070,2880,1.0,0,0,3,7,1070,0,1902,0,98102,47.6261,-122.324,2030,2880 +5409000110,20150506T000000,389000.0,6,4.5,3560,14010,2.0,0,0,3,7,3560,0,1989,0,98002,47.3244,-122.217,1710,11116 +8687800100,20140713T000000,285000.0,3,1.75,1720,13104,1.0,0,0,4,7,1720,0,1962,0,98168,47.4709,-122.26,1840,13104 +8563300085,20141201T000000,425000.0,3,1.75,1530,9800,1.0,0,0,5,8,1530,0,1958,0,98133,47.7655,-122.336,1660,9800 +7140200330,20150309T000000,190000.0,3,1.75,1270,7875,1.0,0,0,4,7,1270,0,1980,0,98030,47.3696,-122.17,1830,7210 +2124069103,20150505T000000,374000.0,3,1.75,1510,18439,1.0,0,0,3,7,1510,0,1971,0,98027,47.5491,-122.046,1600,34326 +1703401110,20140807T000000,292000.0,2,1.0,880,5500,1.0,0,0,3,6,880,0,1904,0,98118,47.5573,-122.289,1080,5500 +6046400755,20150511T000000,475000.0,5,1.75,2020,5100,1.5,0,0,5,7,1320,700,1911,0,98103,47.6915,-122.345,1130,5100 +5309100450,20150330T000000,546500.0,3,2.5,1410,2675,1.0,0,0,3,7,820,590,1985,0,98117,47.6786,-122.371,1410,4013 +3883800011,20141105T000000,82000.0,3,1.0,860,10426,1.0,0,0,3,6,860,0,1954,0,98146,47.4987,-122.341,1140,11250 +3883800011,20150408T000000,219900.0,3,1.0,860,10426,1.0,0,0,3,6,860,0,1954,0,98146,47.4987,-122.341,1140,11250 +4315700175,20140612T000000,440000.0,3,1.0,1210,5750,1.5,0,0,4,7,1210,0,1910,0,98136,47.5403,-122.391,1160,5000 +221029019,20150428T000000,400000.0,3,2.5,2090,32718,2.0,1,4,3,7,1550,540,1919,1983,98070,47.3338,-122.511,1200,192268 +4035900085,20141117T000000,453000.0,3,1.75,1430,20193,1.0,0,0,3,7,1430,0,1955,0,98006,47.5619,-122.183,2140,18364 +3438500781,20140812T000000,330000.0,6,3.25,2120,6893,1.0,0,0,4,7,1060,1060,1983,0,98106,47.5508,-122.355,1380,6986 +8097000330,20140721T000000,359950.0,3,2.75,2540,8604,2.0,0,0,3,8,2540,0,1991,0,98092,47.3209,-122.185,2260,7438 +8677300720,20140617T000000,616000.0,4,2.5,2490,12929,2.0,0,0,3,9,2490,0,1983,0,98074,47.6161,-122.021,2440,12929 +3644100072,20141107T000000,245000.0,2,1.0,670,2356,1.0,0,0,5,6,670,0,1960,0,98144,47.5918,-122.295,1220,1740 +1453602284,20141103T000000,296000.0,2,2.0,1320,2040,3.0,0,0,3,7,1320,0,1997,0,98125,47.7224,-122.291,1430,2040 +4365700450,20141106T000000,193000.0,2,1.0,950,9000,1.0,0,0,3,6,950,0,1924,0,98106,47.5219,-122.361,1000,8280 +9268200315,20140828T000000,456000.0,3,2.0,1870,8442,1.5,0,0,5,7,1060,810,1927,0,98117,47.6964,-122.365,1640,6174 +4358700141,20150427T000000,480000.0,4,1.75,1840,9250,1.0,0,0,4,7,980,860,1956,0,98133,47.708,-122.337,1520,9250 +4310701577,20140509T000000,382000.0,3,3.25,1410,1253,3.0,0,0,3,8,1410,0,2005,0,98103,47.6981,-122.34,1410,1253 +9828200762,20140628T000000,650000.0,2,1.0,1050,2542,1.0,0,0,3,7,880,170,1904,0,98122,47.6172,-122.298,1620,1809 +2026049097,20141125T000000,431750.0,2,2.0,1400,10052,1.0,0,0,3,8,1400,0,1957,0,98125,47.7262,-122.316,1400,8785 +6639900219,20150511T000000,419900.0,3,2.5,1630,1755,2.0,0,0,3,8,1320,310,1997,0,98033,47.691,-122.176,1920,14550 +2521039066,20141229T000000,315000.0,3,2.0,1900,9513,1.0,0,0,3,8,1900,0,1995,0,98023,47.2843,-122.357,1790,8028 +5649300120,20150420T000000,597500.0,4,3.0,1890,35280,1.0,0,0,3,9,1510,380,1979,0,98052,47.7112,-122.099,2730,34525 +1774230300,20150306T000000,615000.0,3,2.5,2980,43301,1.0,0,0,4,8,1930,1050,1978,0,98077,47.7631,-122.093,2890,35915 +7313200120,20141031T000000,605000.0,4,3.25,2885,33671,2.0,0,0,4,8,2885,0,1984,0,98027,47.5174,-122.046,1910,16000 +4137010540,20150401T000000,220000.0,3,2.5,1980,11900,2.0,0,0,3,8,1980,0,1990,0,98092,47.2656,-122.217,2130,9933 +7844200120,20150413T000000,340000.0,4,2.5,3020,8750,1.0,0,0,3,8,1710,1310,1960,0,98188,47.4298,-122.29,1900,8750 +1923099058,20141015T000000,620000.0,4,2.5,2980,210395,2.0,0,0,3,9,2980,0,2001,0,98045,47.4575,-121.707,2530,45596 +7922710690,20140519T000000,602000.0,5,1.75,3290,11900,1.5,0,0,3,8,3290,0,1973,0,98052,47.6626,-122.141,2210,8549 +2624049165,20140513T000000,575000.0,3,1.75,1580,11750,1.0,0,0,4,7,1180,400,1951,0,98118,47.5368,-122.265,2150,11750 +7575600100,20140502T000000,285000.0,3,2.5,2090,10834,1.0,0,0,4,8,1360,730,1987,0,98003,47.3537,-122.303,1750,8595 +3450400330,20150220T000000,306500.0,3,1.5,1100,8140,1.0,0,0,4,7,1100,0,1965,0,98059,47.5004,-122.162,1430,7700 +4307300930,20150102T000000,325000.0,3,2.5,1870,3480,2.0,0,0,3,7,1870,0,2002,0,98056,47.4831,-122.183,2160,3480 +3288301030,20150319T000000,623000.0,3,2.75,2390,21804,1.0,0,0,3,8,1450,940,1973,0,98034,47.7339,-122.183,2390,10136 +5466350120,20150311T000000,256500.0,3,2.0,1320,8568,1.0,0,0,3,7,1320,0,1993,0,98042,47.3904,-122.164,1600,8463 +3791410210,20141117T000000,473000.0,5,3.5,3430,6872,2.0,0,0,3,10,2830,600,2002,0,98031,47.4065,-122.207,3650,6600 +1795900120,20141029T000000,549000.0,3,2.5,2250,9235,2.0,0,0,3,8,2250,0,1985,0,98052,47.7268,-122.105,2290,8187 +8656300385,20150317T000000,305000.0,3,1.0,1710,19115,1.0,0,0,3,6,1710,0,1986,0,98014,47.656,-121.913,1650,15144 +6649250410,20150204T000000,317000.0,4,2.5,2160,8049,2.0,0,0,3,9,2160,0,1988,0,98001,47.3337,-122.26,2490,8995 +1426049054,20140701T000000,450000.0,3,1.75,1400,13775,1.0,0,0,3,8,1400,0,1963,0,98028,47.7413,-122.259,2200,10450 +7841300535,20150409T000000,225000.0,2,2.5,1560,5333,1.0,0,0,3,5,780,780,1947,0,98055,47.4749,-122.213,1010,4800 +2867700035,20150212T000000,500000.0,5,2.0,2300,7897,2.5,0,0,4,8,2300,0,1956,0,98133,47.7556,-122.356,2030,7902 +2658000215,20140812T000000,207000.0,2,1.0,820,4860,1.0,0,0,5,6,820,0,1955,0,98118,47.5298,-122.271,1240,6000 +7100000120,20140818T000000,474900.0,3,1.0,1630,8308,1.5,0,0,3,7,1630,0,1948,0,98146,47.5075,-122.378,1170,8308 +200300210,20140701T000000,515000.0,3,2.5,2010,7200,2.0,0,0,3,8,2010,0,1994,0,98028,47.7372,-122.223,1970,7202 +1868903130,20150212T000000,542000.0,4,1.0,1540,5000,1.5,0,0,4,7,1090,450,1922,0,98115,47.6754,-122.294,1590,5000 +7385310040,20140605T000000,725000.0,4,2.75,2420,10962,1.0,0,0,3,8,1530,890,1977,0,98007,47.6218,-122.152,2620,13200 +5104510210,20150309T000000,314950.0,3,2.5,1690,4533,2.0,0,0,3,7,1690,0,2003,0,98038,47.3575,-122.016,1830,5175 +9517200180,20141106T000000,375000.0,3,2.0,1410,10078,1.0,0,0,4,6,1410,0,1983,0,98072,47.7587,-122.144,2090,9202 +1725079061,20140710T000000,500000.0,3,1.75,1640,47044,1.0,0,0,3,7,1640,0,1989,0,98014,47.654,-121.94,2280,200811 +2141310820,20140624T000000,689000.0,3,1.75,2200,9840,1.0,0,0,5,8,1500,700,1978,0,98006,47.559,-122.136,2410,9623 +2902200234,20141209T000000,525000.0,3,2.25,1290,1182,2.0,0,0,3,8,1000,290,2006,0,98102,47.637,-122.327,1300,1169 +1443500395,20150504T000000,360000.0,3,1.5,1060,6232,1.0,0,0,4,7,1060,0,1968,0,98118,47.5329,-122.271,1120,5379 +2391601010,20140820T000000,425000.0,3,1.0,1240,5750,1.0,0,0,4,6,1240,0,1948,0,98116,47.564,-122.398,1240,5750 +7129303970,20150304T000000,239950.0,2,1.0,1280,5500,1.0,0,0,3,7,1280,0,1949,0,98118,47.5179,-122.264,1270,5500 +567000025,20150402T000000,577500.0,2,2.5,2330,3000,2.0,0,3,3,8,2330,0,1915,1994,98144,47.5953,-122.294,1760,4000 +2493200195,20140502T000000,615000.0,3,1.75,2360,7291,1.0,0,0,4,8,1360,1000,1948,0,98136,47.5274,-122.384,1860,5499 +8562901250,20140827T000000,516000.0,4,2.75,2210,10800,1.0,0,0,4,8,1170,1040,1997,0,98074,47.6086,-122.059,2210,10800 +2600020330,20140813T000000,1218000.0,4,2.75,3670,15400,2.0,0,3,4,10,3670,0,1986,0,98006,47.5581,-122.156,3370,13300 +1370801520,20140527T000000,1655000.0,4,3.5,3080,4815,2.0,0,3,3,10,2300,780,1937,2009,98199,47.6417,-122.411,2910,5350 +5589900761,20150501T000000,315000.0,2,1.0,770,6731,1.0,0,0,4,6,770,0,1943,0,98155,47.7505,-122.312,1120,9212 +3601800580,20141021T000000,250000.0,4,2.0,2600,9000,1.0,0,0,3,8,1410,1190,1959,0,98032,47.381,-122.299,2600,7200 +3336000296,20141113T000000,250000.0,4,1.5,1220,4900,1.0,0,0,3,6,1220,0,1942,0,98118,47.5292,-122.269,1410,3000 +1525059020,20150410T000000,925000.0,4,2.5,2910,48351,1.0,0,0,4,8,1910,1000,1967,0,98005,47.6495,-122.164,2760,43560 +6150200330,20140825T000000,358000.0,3,1.0,1150,4681,1.0,0,0,3,7,1150,0,1955,0,98133,47.7284,-122.336,1150,6800 +4136950180,20140926T000000,262000.0,3,2.5,1700,6200,2.0,0,0,3,8,1700,0,1997,0,98092,47.2621,-122.221,1720,6205 +259600790,20141015T000000,500000.0,3,1.75,1220,7370,1.0,0,0,4,7,1220,0,1964,0,98008,47.6334,-122.12,1580,8213 +2770604925,20140715T000000,1300000.0,5,1.0,1670,6400,1.5,0,0,3,8,1670,0,1919,0,98119,47.6542,-122.373,1910,2983 +6902000100,20140915T000000,500000.0,3,1.75,2420,65501,2.0,0,1,3,8,2420,0,1984,0,98074,47.6525,-122.087,2970,19036 +3275850180,20140602T000000,675000.0,3,2.25,2610,9002,2.0,0,0,3,9,2610,0,1988,0,98052,47.6909,-122.104,2320,8306 +4154300296,20140926T000000,235000.0,3,1.0,960,5030,1.0,0,0,3,7,960,0,1955,0,98118,47.5611,-122.28,1460,5400 +4154300296,20150318T000000,545000.0,3,1.0,960,5030,1.0,0,0,3,7,960,0,1955,0,98118,47.5611,-122.28,1460,5400 +3888100043,20140507T000000,350000.0,3,1.0,1010,9360,1.0,0,0,3,6,1010,0,1981,0,98033,47.6874,-122.168,1470,9360 +8165501510,20141125T000000,320000.0,2,2.25,1550,1827,2.0,0,0,3,8,1550,0,2008,0,98106,47.5394,-122.368,1420,1826 +5152700120,20150318T000000,452000.0,5,2.5,5067,13315,1.0,0,2,3,9,3154,1913,1968,0,98003,47.3391,-122.325,2860,13957 +1962200475,20140725T000000,875000.0,3,2.0,2350,6000,1.5,0,0,4,8,1990,360,1922,0,98102,47.6476,-122.32,2010,5040 +272000355,20141108T000000,325000.0,3,1.5,1310,2998,2.0,0,0,3,7,1310,0,1998,0,98144,47.5873,-122.299,1310,2997 +5113400113,20140619T000000,756000.0,4,2.25,2160,5600,1.0,0,0,5,7,1080,1080,1947,0,98119,47.6442,-122.372,1850,5150 +6669010120,20140624T000000,319000.0,4,2.5,2510,7992,1.0,0,0,3,8,1610,900,1978,0,98032,47.3715,-122.285,2030,7992 +7170200110,20150121T000000,455000.0,3,1.75,890,3800,1.5,0,0,3,7,750,140,1926,0,98115,47.6803,-122.291,1280,3800 +2113700025,20150409T000000,330000.0,2,1.0,1129,3840,1.0,0,0,3,7,1129,0,1953,0,98106,47.5313,-122.351,1300,3880 +7197000100,20150108T000000,510000.0,4,3.25,1980,9988,1.0,0,0,3,8,1340,640,1980,0,98052,47.6883,-122.111,1980,8972 +7577700061,20150416T000000,532000.0,3,1.0,2360,5012,1.0,0,0,3,7,1560,800,1964,0,98116,47.5705,-122.384,1690,4800 +1862400215,20150120T000000,775000.0,3,2.5,2480,5007,2.0,0,0,3,8,1960,520,2014,0,98117,47.6974,-122.369,1650,7806 +3726800201,20150417T000000,410000.0,3,1.75,2160,4000,1.0,0,0,3,7,1080,1080,1953,0,98144,47.5721,-122.309,1260,3200 +13002460,20150318T000000,205000.0,2,1.75,1740,5100,1.0,0,0,3,6,580,1160,1915,0,98108,47.5211,-122.33,1440,5100 +5151200215,20141212T000000,585000.0,4,2.5,2430,6766,2.0,0,0,3,8,2430,0,1999,0,98177,47.7294,-122.358,1820,6772 +8731983200,20150310T000000,255000.0,2,1.75,1950,8200,1.0,0,0,3,8,1950,0,1975,0,98023,47.3161,-122.382,2370,8000 +5309101395,20140911T000000,415000.0,2,1.0,910,3750,1.0,0,0,3,7,910,0,1904,0,98117,47.6772,-122.369,1160,4000 +4364700945,20150402T000000,459000.0,4,2.0,2360,7080,1.0,0,0,5,6,1180,1180,1925,0,98126,47.5261,-122.376,1340,7200 +395300330,20141211T000000,354000.0,3,1.0,1130,11250,1.0,0,0,3,7,1130,0,1965,0,98034,47.7254,-122.227,1410,11250 +3295730040,20140715T000000,587000.0,3,2.5,2150,5193,2.0,0,0,3,8,2150,0,1995,0,98033,47.6952,-122.187,2150,7172 +7937600395,20140708T000000,782000.0,4,3.5,5270,53428,2.0,0,0,3,10,3440,1830,2004,0,98058,47.4358,-122.085,2340,30904 +1236300146,20150504T000000,570000.0,3,1.5,1300,7287,1.0,0,0,4,7,1300,0,1965,0,98033,47.6889,-122.187,1300,9129 +8024200625,20150205T000000,414500.0,3,1.0,1050,6002,1.0,0,0,3,7,840,210,1941,0,98115,47.6988,-122.316,1180,6003 +7340600845,20140806T000000,185000.0,4,1.0,1380,6700,1.0,0,0,3,7,1190,190,1928,0,98168,47.4871,-122.281,1380,8292 +898000220,20141001T000000,262500.0,3,1.5,1610,10291,1.0,0,0,4,7,1610,0,1961,0,98022,47.2025,-121.999,1410,7729 +2212600100,20140522T000000,370000.0,4,2.75,3150,67518,1.0,0,0,4,9,2250,900,1965,0,98092,47.3382,-122.196,2210,32391 +6412100092,20150105T000000,362500.0,3,1.0,1520,9507,1.0,0,0,3,7,1520,0,1954,0,98125,47.7162,-122.324,1360,7219 +8835350300,20150304T000000,536000.0,3,2.5,1990,7397,2.0,0,0,3,9,1990,0,1993,0,98072,47.7703,-122.165,2210,7397 +2586800210,20150421T000000,425000.0,5,2.0,2500,7804,1.5,0,0,3,7,1570,930,1921,0,98146,47.5031,-122.348,1170,7676 +2044500201,20140609T000000,435000.0,3,2.25,1890,7200,1.0,0,0,4,7,1230,660,1973,0,98125,47.7156,-122.317,1970,8101 +6450303950,20140505T000000,435000.0,5,2.0,1840,9240,1.0,0,0,4,7,1540,300,1942,1958,98133,47.7308,-122.34,1200,5250 +3013300409,20150312T000000,400000.0,2,1.0,1220,6300,1.0,0,0,3,7,760,460,1942,0,98136,47.5299,-122.387,1850,4886 +1934800087,20140626T000000,446000.0,2,1.5,1370,1221,2.0,0,0,3,8,1080,290,2008,0,98122,47.6039,-122.307,1560,2081 +1125049140,20150126T000000,1250000.0,3,2.5,2710,13120,1.0,0,0,3,10,2710,0,1959,0,98105,47.6718,-122.256,3130,13566 +2025700180,20141120T000000,300000.0,3,2.25,1760,5421,2.0,0,0,3,7,1760,0,1991,0,98038,47.3484,-122.037,1570,6000 +8024201055,20140806T000000,404500.0,2,1.0,800,5080,1.0,0,0,3,7,800,0,1938,0,98115,47.6978,-122.314,1560,5110 +2426059097,20150305T000000,910000.0,4,2.5,3530,49222,2.0,0,0,4,9,3530,0,1986,0,98072,47.7285,-122.112,3750,49222 +9829200855,20140513T000000,771000.0,3,2.25,1780,6120,1.5,0,0,4,9,1390,390,1927,0,98122,47.6025,-122.286,1960,5568 +1864940180,20140605T000000,335000.0,4,2.5,2610,4781,2.0,0,0,3,8,2610,0,2009,0,98001,47.2649,-122.292,2583,4796 +1023089085,20140804T000000,390000.0,3,1.75,1850,15170,1.0,0,0,3,7,1850,0,1965,0,98045,47.4991,-121.774,1160,14175 +4399200100,20150428T000000,288000.0,3,2.25,1560,9706,1.0,0,0,4,7,1560,0,1963,0,98002,47.3191,-122.213,1510,9706 +1087500040,20141014T000000,403000.0,3,1.75,1270,10790,1.0,0,0,3,7,1270,0,1956,0,98033,47.6647,-122.177,1270,10790 +1972201965,20140624T000000,510000.0,3,2.25,1420,1309,3.0,0,0,3,8,1420,0,2006,0,98103,47.6534,-122.346,1500,1282 +272000085,20150219T000000,751000.0,6,3.0,2880,6800,2.0,0,0,3,7,2880,0,1980,0,98144,47.5873,-122.299,1640,4000 +7129302806,20150203T000000,408000.0,3,1.0,1420,8000,1.0,0,4,3,7,1420,0,1950,0,98118,47.5169,-122.255,1780,8295 +4389201021,20140701T000000,1014250.0,3,1.0,1640,12855,1.5,0,0,5,6,1500,140,1920,0,98004,47.6169,-122.212,2190,11262 +6751300385,20150424T000000,575000.0,3,2.0,1730,9030,1.0,0,0,4,7,1730,0,1956,0,98007,47.5875,-122.134,1470,9030 +723049274,20150417T000000,330000.0,3,1.75,1250,8100,1.0,0,0,3,7,1250,0,1951,2004,98146,47.5016,-122.348,1300,8175 +2767602094,20140516T000000,565000.0,3,2.25,1520,1221,3.0,0,0,3,8,1520,0,2013,0,98107,47.674,-122.377,1550,4750 +8635760330,20150413T000000,456000.0,3,2.5,1820,2935,2.0,0,0,3,8,1820,0,1999,0,98074,47.6018,-122.021,1820,2936 +3905010100,20140615T000000,652500.0,4,2.5,2700,9122,2.0,0,0,3,9,2700,0,1990,0,98029,47.5771,-121.994,2500,9122 +2493200215,20141231T000000,582000.0,3,1.75,1820,3140,2.0,0,0,5,8,1820,0,1949,1990,98136,47.5271,-122.384,2030,5499 +8691390530,20140625T000000,700000.0,4,2.5,2770,5686,2.0,0,0,3,9,2770,0,2004,0,98075,47.5997,-121.973,2910,5000 +4319200620,20141015T000000,235000.0,2,1.0,1270,9182,1.5,0,0,3,6,1270,0,1917,0,98126,47.5365,-122.378,1760,9100 +424069096,20140731T000000,460000.0,3,1.75,1400,12155,1.0,0,0,4,7,1400,0,1977,0,98075,47.5926,-122.047,2540,23522 +8121200820,20140522T000000,475000.0,3,2.25,1820,8008,1.0,0,0,3,8,1240,580,1981,0,98052,47.7206,-122.11,2030,8750 +8682231110,20140609T000000,579000.0,2,2.0,1870,6275,1.0,0,0,3,8,1870,0,2003,0,98053,47.7108,-122.031,1670,5200 +2767602645,20141110T000000,507000.0,4,2.0,1360,2746,1.5,0,0,3,7,1360,0,1945,2011,98107,47.6736,-122.39,1960,2746 +7131300035,20140512T000000,210000.0,3,2.5,1040,2643,2.0,0,0,3,7,720,320,2004,0,98118,47.5165,-122.268,1540,5110 +2595650100,20140630T000000,359500.0,4,2.75,2140,10316,2.0,0,0,3,8,2140,0,1993,0,98001,47.3537,-122.274,1920,11337 +2616700450,20141107T000000,248000.0,3,1.75,1330,9831,1.0,0,0,3,7,1330,0,1987,0,98001,47.3304,-122.277,1330,7500 +2520900301,20141022T000000,239300.0,3,1.0,1070,5750,1.0,0,0,3,7,1070,0,1952,0,98178,47.5071,-122.255,1420,6500 +1473200150,20141216T000000,315000.0,3,2.25,1370,1533,3.0,0,0,3,8,1370,0,2009,0,98133,47.7326,-122.343,1370,1125 +1726600150,20150226T000000,970000.0,4,3.0,3510,12410,2.0,0,0,4,9,3510,0,1976,0,98005,47.6381,-122.166,3000,13209 +9169600110,20150317T000000,510000.0,3,1.5,1730,6240,1.0,0,1,3,8,1000,730,1954,0,98136,47.5282,-122.391,1620,6240 +4036800580,20140621T000000,418000.0,4,1.5,1550,9176,1.0,0,0,3,7,1000,550,1956,0,98008,47.6005,-122.129,1730,8539 +2324800110,20140612T000000,699000.0,4,2.5,3280,27441,2.0,0,0,3,9,3280,0,1996,0,98053,47.6711,-122.012,3200,26960 +7855800910,20150321T000000,871000.0,4,2.5,2150,8536,1.0,0,3,4,8,1400,750,1967,0,98006,47.5663,-122.163,2800,9500 +3625059140,20140507T000000,515000.0,3,1.75,1580,9147,1.0,0,1,4,7,1210,370,1967,0,98008,47.6069,-122.112,2600,23564 +1200021,20140811T000000,400000.0,3,1.0,1460,43000,1.0,0,0,3,7,1460,0,1952,0,98166,47.4434,-122.347,2250,20023 +9455200790,20141209T000000,445000.0,3,1.75,1410,5100,1.0,0,0,4,7,1110,300,1954,0,98125,47.7026,-122.29,1600,7800 +2021200530,20150225T000000,1110000.0,4,2.75,3090,6600,1.0,0,2,3,9,1800,1290,1956,0,98199,47.6339,-122.396,2380,5000 +7760600110,20141027T000000,212000.0,3,1.5,1690,9600,1.0,0,0,3,7,1210,480,1976,0,98038,47.3857,-122.079,1450,9647 +9323610110,20150112T000000,710000.0,4,2.5,2870,11304,2.0,0,0,3,9,2870,0,1980,0,98006,47.5547,-122.154,2690,9940 +1612500090,20150331T000000,225800.0,4,1.0,1100,7110,1.0,0,0,4,7,880,220,1907,0,98030,47.3858,-122.227,1150,7110 +4027700594,20141222T000000,520000.0,3,1.75,2310,36665,1.0,0,2,3,8,1580,730,1983,0,98155,47.7697,-122.274,2000,14000 +1924059254,20150508T000000,1295000.0,5,3.75,3490,15246,1.0,0,1,4,10,1940,1550,1968,0,98040,47.5479,-122.212,3410,15682 +2172000846,20140619T000000,248000.0,4,2.0,2080,13510,1.0,0,0,3,7,1040,1040,1950,0,98178,47.4918,-122.258,2010,11625 +514500195,20141016T000000,556000.0,4,2.5,2230,7200,1.0,0,0,4,7,1220,1010,1957,0,98005,47.589,-122.156,1920,7200 +8151600142,20150512T000000,319950.0,5,1.75,1710,11900,1.0,0,0,3,7,1070,640,1958,0,98146,47.506,-122.365,1030,10360 +7950304045,20150331T000000,320000.0,4,2.75,1640,3000,1.0,0,0,3,7,1000,640,1984,0,98118,47.5625,-122.283,1150,4545 +6700390210,20140708T000000,245000.0,3,2.5,1600,2788,2.0,0,0,4,7,1600,0,1992,0,98031,47.4034,-122.187,1720,3605 +2195700230,20150203T000000,700000.0,3,2.5,2850,36585,2.0,0,0,3,10,2850,0,1987,0,98072,47.7376,-122.102,3340,35671 +558100090,20150312T000000,628000.0,5,2.75,2600,8160,2.0,0,0,3,8,2600,0,2015,0,98133,47.7348,-122.34,1600,8160 +2749600245,20140617T000000,640000.0,3,2.0,1380,4800,1.0,0,0,3,7,1380,0,1948,0,98199,47.651,-122.369,1740,5640 +1782500065,20150428T000000,420000.0,4,1.75,1320,4978,1.0,0,0,4,7,940,380,1942,0,98126,47.5266,-122.379,1260,4693 +263000329,20141008T000000,349950.0,3,2.5,1420,1162,3.0,0,0,3,8,1420,0,2002,0,98103,47.6982,-122.349,1430,1560 +9432900180,20140714T000000,307999.0,4,2.75,2420,8438,2.0,0,0,3,8,2420,0,1996,0,98022,47.2091,-122.009,2420,8580 +142000165,20140507T000000,749950.0,4,2.75,2600,6050,2.0,0,0,5,8,1960,640,1949,0,98116,47.5656,-122.4,1990,6050 +6145600410,20140711T000000,290000.0,2,1.0,840,3844,1.0,0,0,4,6,840,0,1919,0,98133,47.7048,-122.347,1040,3844 +2599001500,20140712T000000,235000.0,3,1.75,1420,7920,1.0,0,0,4,7,1420,0,1962,0,98092,47.2931,-122.188,1420,7920 +1721801010,20140903T000000,225000.0,3,1.0,1790,6120,1.0,0,0,3,6,1790,0,1937,1964,98146,47.508,-122.337,830,6120 +1721801010,20150424T000000,302100.0,3,1.0,1790,6120,1.0,0,0,3,6,1790,0,1937,1964,98146,47.508,-122.337,830,6120 +5101404491,20150212T000000,520000.0,2,1.0,1340,6380,1.0,0,0,3,7,890,450,1939,0,98115,47.697,-122.313,1380,6380 +326049111,20140626T000000,285000.0,2,1.0,1010,7200,1.0,0,0,3,7,1010,0,1975,0,98155,47.7651,-122.291,1890,9248 +1785400300,20140821T000000,525000.0,3,2.0,1640,15258,1.0,0,0,3,8,1640,0,1981,0,98074,47.6301,-122.037,1640,16345 +1310980580,20150319T000000,374900.0,5,2.75,2980,8500,1.0,0,0,3,8,1540,1440,1982,0,98032,47.3641,-122.278,2310,8500 +6632300230,20141006T000000,377500.0,3,2.0,1370,7200,1.0,0,0,3,7,1130,240,1926,1955,98125,47.7329,-122.308,1300,7208 +9324800650,20150427T000000,587450.0,3,2.25,2190,8775,1.5,0,1,4,8,2190,0,1927,0,98125,47.7303,-122.287,1910,8145 +2188201010,20150121T000000,245000.0,3,2.25,1530,12000,1.0,0,0,3,7,1070,460,1979,0,98023,47.2715,-122.338,2140,13636 +7137910360,20140729T000000,200000.0,3,2.0,1290,5757,1.0,0,0,3,7,1290,0,1994,0,98092,47.3175,-122.17,1580,6798 +125069038,20141125T000000,2140000.0,4,3.75,5150,453895,2.0,0,3,3,11,4360,790,1997,0,98053,47.6795,-121.991,2500,215186 +9465910150,20141109T000000,607000.0,3,2.5,2470,9226,2.0,0,0,3,9,2470,0,1991,0,98072,47.7439,-122.17,2820,11013 +724069023,20150414T000000,1247000.0,1,1.25,1810,5070,1.5,1,4,4,8,1230,580,1967,0,98075,47.5814,-122.081,2280,5070 +6600220150,20150310T000000,549950.0,4,2.5,2230,14694,1.0,0,0,4,7,1180,1050,1981,0,98074,47.6305,-122.034,1470,13458 +7227800025,20141118T000000,250000.0,3,3.0,2300,7701,1.0,0,0,3,7,2300,0,1960,0,98056,47.5102,-122.18,1570,8116 +3905040220,20140509T000000,525000.0,3,2.5,2030,6970,2.0,0,0,4,8,2030,0,1991,0,98029,47.5718,-121.999,2000,6140 +5072300210,20140624T000000,440000.0,3,1.75,2000,9900,1.0,0,2,4,8,1480,520,1957,0,98166,47.4436,-122.339,2310,10200 +121039042,20150313T000000,425000.0,3,2.75,3610,107386,1.5,1,3,3,8,3130,480,1918,1962,98023,47.3351,-122.362,2630,42126 +6705870120,20140701T000000,739900.0,5,2.5,3290,5029,2.0,0,0,3,8,3290,0,2004,0,98075,47.5773,-122.056,2990,6441 +1109000040,20140528T000000,315000.0,3,2.0,1300,3731,1.0,0,0,3,7,900,400,1993,0,98118,47.5374,-122.27,1300,3731 +9358001590,20150303T000000,340000.0,5,1.0,1880,3774,1.5,0,0,3,6,1360,520,1917,0,98126,47.566,-122.37,1420,2550 +705700580,20150501T000000,366000.0,4,2.75,2170,9743,2.0,0,0,3,7,2170,0,1995,0,98038,47.3814,-122.024,1670,7734 +4343800100,20141021T000000,315000.0,3,1.75,1680,7250,1.0,0,0,3,7,930,750,1952,0,98133,47.7201,-122.35,1340,7250 +3343900781,20141027T000000,299000.0,3,1.5,1190,9135,1.0,0,0,4,7,1190,0,1959,0,98056,47.5164,-122.189,1520,9146 +1062100085,20141113T000000,350000.0,2,1.0,940,5000,1.0,0,0,3,7,940,0,1950,0,98155,47.7518,-122.279,1800,7400 +6821101827,20141105T000000,340000.0,2,1.75,1010,1461,1.0,0,0,3,7,670,340,2003,0,98199,47.6515,-122.4,1500,2499 +3901100015,20141230T000000,460000.0,3,1.75,1290,8580,1.0,0,0,4,7,1290,0,1962,0,98033,47.6707,-122.174,1840,8580 +9500900110,20140731T000000,224000.0,3,1.5,1480,10588,1.0,0,0,3,7,1480,0,1957,0,98002,47.2872,-122.212,1370,10588 +4006000401,20140811T000000,140000.0,2,1.0,900,6400,1.0,0,0,2,6,900,0,1940,0,98118,47.5287,-122.281,1350,6405 +1218000025,20141013T000000,246000.0,4,2.0,1400,7632,1.5,0,0,5,6,1400,0,1930,0,98166,47.4625,-122.345,1400,7632 +1875500040,20150127T000000,330000.0,3,2.5,2040,14071,2.0,0,0,3,7,2040,0,1995,0,98019,47.7278,-121.963,1890,14040 +7955000210,20140709T000000,306000.0,3,1.0,1450,7200,1.0,0,0,3,7,1010,440,1969,0,98034,47.7311,-122.199,1500,6767 +7568700175,20140604T000000,324950.0,3,1.0,1210,7440,1.0,0,0,3,7,1210,0,1949,0,98155,47.7402,-122.323,1120,7440 +3410600100,20140613T000000,345000.0,2,1.5,1800,26615,1.0,0,0,5,7,1240,560,1987,0,98092,47.302,-122.123,2010,26337 +923049378,20140508T000000,207000.0,3,1.0,1490,8995,1.0,0,0,4,7,1490,0,1954,0,98168,47.4901,-122.303,1490,9000 +420000085,20140827T000000,238000.0,3,1.0,1240,5700,1.5,0,0,5,6,1240,0,1953,0,98056,47.4927,-122.169,1140,5700 +2817210210,20150401T000000,695000.0,3,2.0,2632,18743,2.0,0,3,3,10,2632,0,2000,0,98070,47.3743,-122.421,1970,14171 +2141340040,20140911T000000,649950.0,3,2.5,2150,15304,2.0,0,0,4,9,2150,0,1979,0,98006,47.5573,-122.136,2540,10507 +714000315,20150414T000000,515000.0,3,2.75,1710,9448,1.0,0,0,3,7,1010,700,1947,0,98105,47.6693,-122.267,1960,8951 +263000040,20141001T000000,452000.0,3,2.5,1530,5032,2.0,0,0,3,7,1530,0,1998,0,98103,47.6985,-122.349,1450,2136 +1721801161,20141030T000000,236000.0,4,2.5,1630,3060,2.0,0,0,3,7,1630,0,2003,0,98146,47.5072,-122.336,1270,4590 +4139490210,20140730T000000,1285000.0,4,3.5,4080,14450,2.0,0,2,3,12,3210,870,1998,0,98006,47.5519,-122.106,4080,12114 +6790900110,20140610T000000,563000.0,3,2.75,2340,16500,1.0,0,0,4,8,1500,840,1972,0,98075,47.5952,-122.051,2210,15251 +1775800220,20150402T000000,410988.0,3,1.75,1000,14061,1.0,0,0,4,7,1000,0,1967,0,98072,47.7417,-122.093,1260,12635 +2569500210,20141117T000000,339950.0,0,2.5,2290,8319,2.0,0,0,3,8,2290,0,1985,0,98042,47.3473,-122.151,2500,8751 +4141000490,20141021T000000,1200000.0,4,2.5,3180,13118,2.0,0,0,4,11,3180,0,1986,0,98040,47.5382,-122.23,3070,12861 +8078100120,20150319T000000,340000.0,4,2.5,2170,19785,2.0,0,0,3,8,2170,0,1992,0,98031,47.4034,-122.167,2280,8616 +3034200666,20141107T000000,808100.0,4,3.25,3020,13457,1.0,0,0,5,9,3020,0,1956,0,98133,47.7174,-122.336,2120,7553 +8892900210,20140609T000000,236000.0,3,1.75,1330,6301,1.0,0,0,3,7,1330,0,1998,0,98002,47.3411,-122.219,1330,6144 +7399000360,20150513T000000,330000.0,4,1.75,1720,8300,1.0,0,0,4,8,1720,0,1965,0,98055,47.4654,-122.194,1840,8300 +3491300082,20150127T000000,799990.0,4,3.5,2540,5808,2.0,0,0,5,8,1820,720,1910,1986,98117,47.6857,-122.376,1520,5461 +2310060040,20140925T000000,240000.0,0,2.5,1810,5669,2.0,0,0,3,7,1810,0,2003,0,98038,47.3493,-122.053,1810,5685 +323059146,20150417T000000,343000.0,3,1.0,1410,18600,1.0,0,0,5,7,1410,0,1960,0,98059,47.5031,-122.152,1610,24941 +1079350090,20140617T000000,332000.0,3,2.5,1530,9406,1.0,0,0,3,7,1270,260,1993,0,98059,47.4852,-122.162,1700,7682 +98000740,20150401T000000,945000.0,5,3.5,4380,14925,2.0,0,0,3,11,4380,0,2003,0,98075,47.5848,-121.969,4310,14633 +5126400150,20140617T000000,239950.0,3,1.0,1140,8366,1.0,0,0,5,6,1140,0,1943,0,98058,47.4768,-122.177,960,7200 +8815400165,20150303T000000,674000.0,5,1.75,2110,5000,1.5,0,0,4,7,1250,860,1946,0,98115,47.6745,-122.287,1720,5000 +421000555,20140520T000000,200000.0,3,1.0,1050,5000,1.0,0,0,4,6,1050,0,1967,0,98056,47.4923,-122.165,1050,5200 +686300930,20150305T000000,453000.0,3,1.75,1600,7232,1.0,0,0,3,8,1600,0,1966,0,98008,47.6293,-122.121,1970,8120 +2744600040,20140614T000000,330000.0,3,1.75,1430,8865,1.0,0,0,3,7,1430,0,1950,0,98125,47.7331,-122.299,1250,8154 +3832070040,20150416T000000,285000.0,4,2.5,1996,4547,2.0,0,0,3,7,1996,0,2009,0,98042,47.3365,-122.051,2180,5127 +7305300090,20141106T000000,338000.0,4,1.75,1530,8152,1.0,0,0,5,6,910,620,1948,0,98155,47.7557,-122.328,1310,8152 +7452500730,20150424T000000,264950.0,2,1.0,1000,6000,1.0,0,0,3,6,1000,0,1951,0,98126,47.5208,-122.372,1250,6000 +1824059079,20150311T000000,880000.0,4,2.0,2530,10800,1.0,0,0,5,8,1350,1180,1954,0,98040,47.5705,-122.225,2960,12150 +3438503426,20150406T000000,209500.0,3,1.5,970,5488,1.0,0,0,3,7,970,0,1976,0,98106,47.5366,-122.359,1040,5488 +8948500025,20150425T000000,380000.0,4,2.5,2400,9398,1.0,0,0,4,7,1310,1090,1958,0,98056,47.4952,-122.178,1330,8249 +1722059021,20141217T000000,336500.0,3,2.0,1830,12891,1.0,0,0,3,7,1830,0,1994,0,98031,47.3924,-122.192,2320,8709 +8899210090,20140714T000000,360000.0,3,2.25,2130,8466,1.0,0,0,3,7,1290,840,1983,0,98055,47.4537,-122.211,2250,9682 +4019300155,20140821T000000,911100.0,4,3.25,3330,33826,2.0,0,0,5,8,3330,0,1924,0,98155,47.7596,-122.275,2580,28707 +4364700165,20141124T000000,249900.0,2,1.0,560,7560,1.0,0,0,3,6,560,0,1944,0,98126,47.5271,-122.375,990,7560 +796000085,20140923T000000,175000.0,4,1.0,1210,6250,1.0,0,0,3,7,1210,0,1962,0,98168,47.5008,-122.333,1210,8291 +7987401095,20141113T000000,549950.0,3,2.5,2380,2500,3.0,0,3,3,9,2380,0,1988,0,98126,47.5734,-122.375,2270,5000 +1237500540,20141021T000000,225000.0,3,1.75,1370,10866,1.0,0,0,4,6,1370,0,1945,0,98052,47.6774,-122.164,1580,14250 +1237500540,20141222T000000,270000.0,3,1.75,1370,10866,1.0,0,0,4,6,1370,0,1945,0,98052,47.6774,-122.164,1580,14250 +3649100304,20140819T000000,400000.0,3,2.25,1740,11040,2.0,0,0,3,8,1740,0,1980,0,98028,47.7376,-122.242,1720,11778 +7400062,20140521T000000,299800.0,2,1.0,790,5240,1.0,0,0,4,6,790,0,1925,0,98118,47.5303,-122.288,1430,5320 +6388910730,20140806T000000,555000.0,3,2.5,2480,8676,2.0,0,0,4,8,2480,0,1989,0,98056,47.53,-122.172,2540,9496 +7882900120,20140507T000000,230000.0,3,2.5,1920,9180,2.0,0,0,3,8,1920,0,1988,0,98055,47.4818,-122.231,1930,7252 +1865000040,20141210T000000,360000.0,4,2.5,2750,6259,2.0,0,0,3,9,2750,0,2002,0,98092,47.3304,-122.179,2810,6824 +6821100246,20140903T000000,415000.0,2,1.0,880,3200,1.0,0,0,3,7,880,0,1910,1970,98199,47.6575,-122.402,1880,6000 +8731981500,20140818T000000,355000.0,4,1.75,2160,8000,1.0,0,0,4,9,1660,500,1976,0,98023,47.3165,-122.382,2350,8200 +6979910120,20150323T000000,635000.0,4,2.5,2570,27972,2.0,0,0,3,8,2570,0,1997,0,98053,47.6343,-121.969,2500,29761 +2123700100,20141202T000000,353000.0,5,2.75,2130,5000,1.0,0,0,5,7,1100,1030,1978,0,98118,47.5271,-122.274,1340,6837 +3425059141,20140528T000000,999000.0,7,4.0,3150,34830,1.0,0,0,3,9,3150,0,1957,2005,98007,47.6029,-122.147,2390,12054 +3876600120,20150422T000000,265000.0,3,1.5,1780,10196,1.0,0,0,4,7,1270,510,1967,0,98001,47.3375,-122.291,1320,7875 +4038000040,20150326T000000,250000.0,4,1.75,1910,8250,1.0,0,0,4,7,1910,0,1959,0,98008,47.6131,-122.123,1500,8250 +6668900155,20140820T000000,225000.0,2,1.0,1170,7142,1.0,0,0,3,7,1170,0,1951,0,98155,47.7497,-122.313,1170,7615 +8132700150,20140503T000000,553000.0,2,1.0,900,5000,1.0,0,0,3,7,900,0,1944,0,98117,47.6883,-122.395,1280,5000 +4038800580,20140604T000000,565000.0,5,2.5,2650,11455,1.0,0,0,3,7,1400,1250,1961,0,98008,47.6141,-122.116,1960,9880 +3331001910,20140818T000000,312000.0,2,1.0,1170,5150,1.0,0,0,3,6,980,190,1907,0,98118,47.5503,-122.283,1660,5150 +2726079103,20140722T000000,475000.0,3,2.5,2630,185130,2.0,0,0,3,9,2630,0,1991,0,98014,47.7035,-121.894,2630,210394 +7212651210,20141106T000000,320000.0,4,2.75,2150,9163,1.0,0,0,3,8,1340,810,1992,0,98003,47.266,-122.307,2260,7750 +2026059119,20140825T000000,453000.0,3,2.0,1430,9583,1.0,0,0,4,7,1430,0,1964,0,98034,47.7206,-122.197,1890,11100 +3330501120,20150325T000000,320000.0,3,1.0,960,6180,1.0,0,0,4,6,960,0,1910,0,98118,47.5518,-122.279,1250,4120 +1250202324,20150122T000000,610000.0,4,2.75,2640,8400,1.0,0,2,3,8,1440,1200,1947,0,98144,47.5882,-122.29,2610,6000 +3815500035,20140520T000000,385000.0,3,1.5,1490,9630,1.0,0,0,4,8,1490,0,1959,0,98028,47.7623,-122.256,1960,10469 +5706600150,20140528T000000,215000.0,3,1.75,1210,8075,1.0,0,0,4,6,1210,0,1983,0,98001,47.2666,-122.254,1310,8025 +8005100540,20140709T000000,215000.0,4,1.5,1860,5040,1.5,0,0,5,8,1860,0,1920,0,98022,47.2077,-121.993,1680,5800 +293720180,20141230T000000,415000.0,3,2.5,1980,4274,2.0,0,0,3,7,1980,0,2003,0,98028,47.7767,-122.239,2000,4394 +5101405604,20140814T000000,350000.0,1,1.0,900,6380,1.0,0,0,3,6,900,0,1947,0,98125,47.7019,-122.311,1830,6380 +5101405604,20150428T000000,395000.0,1,1.0,900,6380,1.0,0,0,3,6,900,0,1947,0,98125,47.7019,-122.311,1830,6380 +2387000110,20141110T000000,898000.0,2,1.75,1490,9874,1.0,0,0,4,7,1490,0,1963,0,98004,47.6246,-122.199,2280,9869 +7238000330,20141218T000000,480000.0,3,2.5,2980,7338,2.0,0,0,3,8,2980,0,2006,0,98055,47.437,-122.207,3010,5267 +3879901295,20141110T000000,1240000.0,3,2.5,2660,1973,3.0,0,3,3,9,1870,790,2007,0,98119,47.6264,-122.364,1640,1369 +326069131,20140611T000000,599000.0,4,2.5,2790,230868,2.0,0,0,3,8,2790,0,1989,0,98077,47.7647,-122.019,1590,217800 +629811340,20150508T000000,770000.0,4,3.0,2800,9127,2.0,0,0,3,9,2800,0,1999,0,98074,47.6123,-122.007,2780,8165 +9808700650,20150313T000000,1208000.0,3,2.25,1590,8520,2.0,0,0,4,8,1590,0,1980,0,98004,47.6477,-122.216,2470,12005 +8964800755,20150116T000000,1590000.0,4,2.25,3240,11131,1.0,0,0,4,9,2080,1160,1953,0,98004,47.6182,-122.215,2300,12150 +1126059095,20140526T000000,880000.0,3,2.0,2130,35169,1.0,0,0,4,8,2130,0,1989,0,98072,47.7489,-122.123,2860,43560 +1899400365,20140620T000000,332000.0,3,2.0,1510,7884,1.0,0,0,3,6,1510,0,1942,2014,98166,47.4683,-122.348,1050,7620 +259800410,20141106T000000,445000.0,3,1.75,1750,7200,1.0,0,0,3,7,1750,0,1966,0,98008,47.6289,-122.119,1810,7590 +3523069047,20140825T000000,849000.0,4,2.75,4010,87555,2.0,0,0,3,10,4010,0,2004,0,98038,47.4299,-121.998,2451,209523 +6852700476,20141211T000000,752000.0,4,1.5,1650,2970,1.5,0,0,3,7,1650,0,1903,0,98102,47.6233,-122.319,1670,2970 +424049043,20140811T000000,450000.0,9,7.5,4050,6504,2.0,0,0,3,7,4050,0,1996,0,98144,47.5923,-122.301,1448,3866 +7646900360,20140918T000000,420000.0,3,1.0,1320,5500,1.0,0,0,3,7,1320,0,1955,0,98116,47.5705,-122.398,1480,5250 +2991000220,20150317T000000,330000.0,4,2.5,2310,6320,2.0,0,0,3,8,2310,0,1997,0,98092,47.3287,-122.167,1850,6181 +3034200366,20141203T000000,409000.0,3,1.75,1440,9065,1.0,0,0,4,8,1440,0,1972,0,98133,47.7163,-122.333,1990,8812 +5127000410,20140627T000000,350000.0,5,1.75,2330,14322,1.0,0,0,4,7,1180,1150,1968,0,98059,47.4768,-122.155,1690,10010 +2826079101,20150415T000000,570000.0,4,2.5,2430,44001,1.0,0,0,3,8,2430,0,1994,0,98019,47.7125,-121.916,2200,46924 +3972900195,20140916T000000,315000.0,3,1.0,1390,8333,1.0,0,0,3,7,1390,0,1982,0,98155,47.7652,-122.31,1320,7090 +8018600870,20141006T000000,224000.0,2,1.0,1150,15000,1.0,0,0,3,6,1060,90,1930,2013,98168,47.4935,-122.316,1350,15000 +257000038,20141006T000000,293550.0,4,1.75,2120,9706,1.0,0,0,3,7,1370,750,1965,0,98168,47.4939,-122.297,1730,11337 +7981900110,20141003T000000,350000.0,4,2.75,2300,3175,1.5,0,0,3,6,1340,960,1966,0,98144,47.5732,-122.305,1260,3175 +8965500880,20140916T000000,1108000.0,4,2.5,3320,9380,2.0,0,3,3,10,3320,0,1988,0,98006,47.5655,-122.114,2870,11779 +5253300437,20150319T000000,442500.0,4,2.5,2400,7092,2.0,0,0,3,7,2400,0,1997,0,98133,47.7522,-122.338,2350,8310 +2523069172,20140804T000000,616500.0,3,2.5,3580,118047,1.0,0,0,3,9,3240,340,1992,0,98027,47.4453,-121.98,3240,123275 +6388910360,20141119T000000,506400.0,3,2.5,2100,9040,1.0,0,0,3,8,1700,400,1989,0,98056,47.5329,-122.173,2430,8809 +7326200110,20141222T000000,324000.0,3,2.25,1550,4411,2.0,0,0,3,7,1550,0,2001,0,98019,47.7373,-121.966,1620,4621 +3701900085,20140805T000000,169000.0,3,1.5,1570,6450,1.5,0,0,4,6,1570,0,1931,0,98022,47.2021,-121.996,1400,6450 +9376301520,20140529T000000,595000.0,3,2.0,1480,5000,1.0,0,0,4,7,750,730,1928,0,98117,47.6859,-122.37,1250,4000 +2111000580,20140521T000000,299900.0,3,2.5,2720,6014,2.0,0,0,3,7,2720,0,2002,0,98092,47.3344,-122.174,2760,6537 +8645510230,20140529T000000,332000.0,3,2.25,2270,8876,1.0,0,0,3,7,1380,890,1977,0,98058,47.4653,-122.176,2150,7455 +6204410330,20141020T000000,432000.0,4,1.75,2410,8400,1.0,0,0,3,7,1600,810,1978,0,98011,47.7341,-122.2,1850,8400 +8159300040,20141002T000000,510000.0,4,2.75,2730,9112,1.0,0,2,3,9,1740,990,1996,0,98198,47.4005,-122.312,3050,10454 +8091410530,20150501T000000,270000.0,3,2.5,1540,7739,2.0,0,0,4,7,1540,0,1986,0,98030,47.3511,-122.169,1720,7200 +8653600100,20150330T000000,750000.0,5,2.5,3120,15593,2.0,0,4,3,11,3120,0,1986,0,98074,47.6142,-122.065,3390,17003 +9550202730,20141014T000000,509250.0,2,1.5,1480,3120,1.0,0,0,3,7,930,550,1914,2007,98105,47.6684,-122.323,1000,3780 +8651410740,20150219T000000,189000.0,3,1.0,860,5200,1.0,0,0,5,6,860,0,1969,0,98042,47.3677,-122.078,1010,5200 +225039177,20141208T000000,726500.0,4,2.5,2180,3893,2.0,0,0,3,8,2180,0,1999,0,98117,47.6886,-122.388,1710,4550 +6082400191,20140619T000000,287000.0,3,2.0,1300,11374,1.5,0,0,5,7,1300,0,1933,0,98168,47.4839,-122.302,1480,9670 +3622069095,20140917T000000,679000.0,4,3.5,3420,49223,2.0,0,0,3,9,3420,0,2004,0,98010,47.3534,-121.992,3580,49223 +6666860210,20140602T000000,316000.0,3,2.25,2130,8721,1.0,0,0,3,8,1570,560,1987,0,98031,47.4202,-122.204,2130,9477 +8161000230,20150427T000000,498000.0,4,2.5,2300,22445,2.0,0,0,4,8,2300,0,1992,0,98014,47.6454,-121.902,2640,21886 +7214820610,20141007T000000,448000.0,4,1.75,2560,8270,1.0,0,0,3,7,1480,1080,1979,0,98072,47.7572,-122.147,2320,8450 +434000040,20140527T000000,535000.0,2,1.0,1040,5527,1.0,0,0,3,7,1040,0,1951,0,98115,47.6774,-122.284,2080,7020 +8914200220,20150116T000000,560000.0,4,3.0,3080,9601,2.0,0,1,3,10,3080,0,1990,0,98003,47.334,-122.332,3200,9375 +6072760210,20141002T000000,437850.0,4,2.25,2670,14255,1.0,0,0,4,8,1610,1060,1975,0,98006,47.5623,-122.175,2470,10290 +9485950040,20140606T000000,435000.0,4,2.75,3270,50994,2.0,0,0,4,8,2720,550,1983,0,98042,47.347,-122.087,2780,36036 +4027700456,20140619T000000,510000.0,4,2.5,2610,8031,2.0,0,0,3,8,2610,0,1998,0,98155,47.7717,-122.27,2320,8031 +1023059365,20140506T000000,520000.0,3,2.5,2460,54885,2.0,0,0,4,8,2460,0,1980,0,98059,47.4996,-122.146,2770,21407 +8944600620,20140703T000000,509000.0,2,1.5,1930,3521,2.0,0,0,3,8,1930,0,1989,0,98007,47.6092,-122.146,1840,3576 +2997800090,20150406T000000,575000.0,3,1.0,1220,5652,1.0,0,0,3,6,1220,0,1905,0,98116,47.5767,-122.408,1490,2467 +2787700150,20150422T000000,365000.0,4,2.5,2030,7210,1.0,0,0,5,7,1330,700,1969,0,98059,47.5067,-122.16,1980,7560 +4055701110,20140612T000000,795000.0,3,2.0,2420,17859,1.0,0,1,5,9,1500,920,1979,0,98034,47.7074,-122.246,2955,17859 +2517000790,20140611T000000,285000.0,3,2.5,1870,4060,2.0,0,0,3,7,1870,0,2005,0,98042,47.3986,-122.163,2190,4060 +2125059124,20140602T000000,955000.0,3,2.25,3020,43560,2.0,0,0,3,10,2720,300,1969,0,98005,47.6456,-122.173,3910,43560 +7284900405,20140714T000000,775000.0,4,2.5,2880,8400,2.0,0,4,3,8,2050,830,1955,1987,98177,47.7704,-122.386,2880,7440 +3937900120,20141006T000000,400000.0,4,3.0,1810,5012,2.0,0,0,4,7,1810,0,1997,0,98108,47.5691,-122.292,1670,5161 +200520120,20140701T000000,570000.0,4,2.5,2590,8483,2.0,0,0,3,9,2590,0,1991,0,98011,47.738,-122.221,2660,8717 +7203220360,20141020T000000,955990.0,5,3.25,3830,6507,2.0,0,0,3,9,3830,0,2014,0,98053,47.6843,-122.016,3950,6723 +3425059219,20140929T000000,1150000.0,3,2.25,3250,34848,1.0,0,0,3,10,2260,990,2006,0,98005,47.6077,-122.158,2770,21512 +5469502170,20150414T000000,459950.0,4,2.0,2760,21465,1.0,0,0,4,9,2120,640,1979,0,98042,47.3818,-122.165,2550,13144 +6303401395,20150219T000000,245000.0,2,1.75,1220,8382,1.0,0,0,3,6,1220,0,1942,0,98146,47.5033,-122.359,1100,8382 +8822901301,20140908T000000,281000.0,3,1.5,1280,974,3.0,0,0,3,7,1280,0,2003,0,98125,47.7162,-122.293,1420,1422 +6730700385,20141022T000000,205000.0,3,0.75,770,7000,1.0,0,0,3,4,770,0,1942,0,98024,47.5661,-121.887,950,10500 +4396000530,20140611T000000,290000.0,3,1.75,1520,15090,1.0,0,0,4,7,1520,0,1968,0,98038,47.398,-121.964,1580,18618 +4077800590,20150226T000000,635000.0,4,2.5,2080,11176,1.0,0,0,5,8,2080,0,1954,0,98125,47.7107,-122.289,1390,7928 +2461900845,20140903T000000,310000.0,1,1.0,570,6000,1.0,0,0,2,5,570,0,1918,0,98136,47.5517,-122.385,1530,6000 +5366200330,20150114T000000,470000.0,4,2.0,1500,3659,1.0,0,0,3,7,830,670,1906,0,98122,47.6088,-122.293,1560,3706 +6899990230,20140701T000000,600000.0,2,2.5,2510,14878,2.0,0,0,3,10,2510,0,1990,0,98011,47.7525,-122.205,3080,13594 +7950700120,20141217T000000,279000.0,4,2.0,1980,10051,1.0,0,0,3,7,1980,0,1969,2003,98092,47.3231,-122.103,1520,10125 +7852090180,20140804T000000,538500.0,3,3.5,2500,4270,2.0,0,0,3,8,2500,0,2000,0,98065,47.536,-121.877,2420,4205 +3066410850,20140709T000000,594950.0,4,2.5,2720,10006,2.0,0,0,3,9,2720,0,1989,0,98074,47.6295,-122.042,2720,10759 +2422059015,20140808T000000,533050.0,2,1.0,910,295772,1.0,0,0,3,5,910,0,1953,0,98042,47.3752,-122.11,2050,48351 +7436500360,20140606T000000,510000.0,3,1.75,1480,7040,1.0,0,0,3,7,1480,0,1974,0,98033,47.6723,-122.169,2040,7810 +984210590,20140929T000000,360000.0,4,2.25,2470,8686,1.0,0,0,4,7,1270,1200,1974,0,98058,47.4371,-122.166,1900,7350 +8024202350,20140721T000000,435000.0,2,1.0,1650,5106,1.0,0,0,3,7,1090,560,1960,0,98115,47.6992,-122.309,1300,6947 +6392002020,20150324T000000,559000.0,3,1.75,1700,6500,1.0,0,0,3,8,1700,0,1967,0,98115,47.6837,-122.284,1880,6000 +6398000191,20140827T000000,645000.0,2,1.5,1995,115670,1.5,0,1,4,8,1995,0,1991,0,98070,47.4022,-122.464,2142,29375 +3904100065,20141028T000000,340000.0,2,1.0,1280,9690,1.0,0,0,4,6,640,640,1919,0,98118,47.5341,-122.279,1630,15884 +5535600150,20150312T000000,565000.0,4,2.5,2980,10459,2.0,0,0,3,9,2980,0,2001,0,98019,47.7354,-121.974,2920,7700 +8024200820,20150213T000000,575700.0,3,1.75,1730,6130,1.0,0,0,3,7,1480,250,1941,0,98115,47.6978,-122.316,1730,6131 +9301300215,20140617T000000,1010000.0,3,3.25,2420,1923,2.0,0,2,3,10,1840,580,2006,0,98109,47.637,-122.341,1840,2890 +1122069006,20140710T000000,540500.0,3,2.0,2800,185130,1.0,0,0,3,8,2320,480,1996,0,98038,47.4133,-122.006,2200,72055 +5379801972,20140818T000000,265000.0,5,4.0,1400,8580,1.0,0,0,5,7,900,500,1954,0,98188,47.456,-122.292,1220,8832 +4077800088,20140811T000000,699950.0,4,2.0,2070,7830,1.0,0,1,5,7,1180,890,1941,0,98125,47.7058,-122.278,2390,7830 +1823069059,20140611T000000,355000.0,1,1.75,750,20339,1.0,0,0,4,4,550,200,1946,0,98059,47.4756,-122.09,2020,23958 +7979900215,20140611T000000,381000.0,3,1.5,1460,11407,1.0,0,0,3,7,1460,0,1954,0,98155,47.746,-122.294,1470,11407 +5101404444,20150414T000000,564000.0,5,2.25,2140,8700,1.0,0,2,3,8,1220,920,1962,0,98115,47.6969,-122.31,1720,6670 +892000025,20140710T000000,114975.0,2,1.0,740,6250,1.0,0,0,3,6,740,0,1942,0,98146,47.506,-122.335,980,6957 +6303400395,20150130T000000,325000.0,1,0.75,410,8636,1.0,0,0,2,4,410,0,1953,0,98146,47.5077,-122.357,1190,8636 +2320069189,20141027T000000,299990.0,2,1.0,1570,125452,1.0,0,3,4,7,1570,0,1953,0,98022,47.2077,-122.016,1660,46119 +2568200610,20150513T000000,751000.0,5,2.75,2860,5280,2.0,0,0,3,9,2860,0,2006,0,98052,47.707,-122.102,3150,6442 +6073230230,20141231T000000,425000.0,3,2.25,1400,6970,2.0,0,0,3,8,1400,0,1984,0,98006,47.542,-122.184,1800,8140 +1024049006,20150114T000000,665000.0,3,1.75,2700,5040,1.0,0,2,3,8,1560,1140,1947,0,98144,47.5834,-122.29,3010,5000 +823069044,20150325T000000,833450.0,5,4.0,4460,269345,2.0,0,4,3,9,3330,1130,1996,0,98027,47.4992,-122.06,2670,115434 +2926049086,20141028T000000,575000.0,7,1.5,2670,11250,1.5,0,0,4,8,2320,350,1948,0,98133,47.7121,-122.332,2030,9000 +5127001320,20141125T000000,190000.0,3,1.75,1520,9600,1.0,0,0,4,7,1520,0,1967,0,98059,47.473,-122.149,1590,10183 +5127001320,20150223T000000,314950.0,3,1.75,1520,9600,1.0,0,0,4,7,1520,0,1967,0,98059,47.473,-122.149,1590,10183 +1994200375,20141203T000000,601150.0,2,2.0,1660,5200,1.0,0,0,5,7,1120,540,1906,0,98103,47.6871,-122.334,1260,5160 +7100000035,20141212T000000,315000.0,2,1.0,860,8308,1.0,0,0,3,7,860,0,1948,0,98146,47.508,-122.378,1200,8308 +6329000705,20150402T000000,545000.0,2,1.5,2340,13380,1.0,0,0,4,7,1280,1060,1954,0,98146,47.5017,-122.377,1490,8100 +7524950870,20140519T000000,565000.0,4,2.25,2110,10698,2.0,0,0,4,8,2110,0,1979,0,98027,47.5614,-122.082,2220,8252 +9564800145,20140506T000000,175000.0,3,1.0,1010,7034,1.0,0,0,3,7,1010,0,1954,0,98055,47.49,-122.22,1440,10994 +2077700042,20140626T000000,530000.0,3,2.0,2330,26571,2.5,0,0,3,8,2330,0,1987,0,98005,47.6009,-122.158,2030,20037 +3835500195,20140618T000000,4489000.0,4,3.0,6430,27517,2.0,0,0,3,12,6430,0,2001,0,98004,47.6208,-122.219,3720,14592 +259000100,20141007T000000,430000.0,3,1.75,1610,7900,1.0,0,0,4,8,1310,300,1960,0,98177,47.7588,-122.36,2210,7700 +1796360870,20141030T000000,225000.0,3,1.75,1460,8372,1.0,0,0,4,7,1460,0,1981,0,98042,47.3683,-122.087,1220,7803 +923049440,20140717T000000,312000.0,5,4.0,2900,9779,2.0,0,0,4,7,1950,950,1937,0,98168,47.5003,-122.306,1360,8000 +9144100298,20150302T000000,380000.0,3,1.0,1260,7980,1.0,0,0,3,7,1260,0,1951,0,98177,47.7013,-122.373,1760,7606 +3223049158,20150417T000000,222200.0,2,1.0,1210,10000,1.0,0,0,3,7,1210,0,1953,0,98148,47.4402,-122.333,1620,10959 +5456000025,20141201T000000,1438890.0,5,3.5,3420,8000,2.0,0,0,3,10,3420,0,2006,0,98040,47.5736,-122.212,1900,8000 +3558000120,20140702T000000,329950.0,4,2.5,2120,4558,2.0,0,0,3,7,2120,0,2002,0,98038,47.3795,-122.022,2370,5506 +6133100120,20140923T000000,995000.0,3,2.5,2460,10300,1.0,0,0,3,10,2460,0,1992,0,98117,47.6999,-122.391,2410,5250 +5608000590,20140714T000000,929950.0,3,3.5,3790,10829,2.0,0,0,3,11,3790,0,1993,0,98027,47.5525,-122.098,3620,10989 +8651480090,20150327T000000,692000.0,4,2.5,2350,9779,1.0,0,0,3,10,2350,0,1987,0,98074,47.6411,-122.065,2700,10441 +2768301490,20140626T000000,402000.0,2,1.0,620,2475,1.0,0,0,5,6,620,0,1911,0,98107,47.6655,-122.371,1290,2475 +3325069060,20140912T000000,510000.0,3,1.75,1920,43560,1.0,0,0,4,7,1340,580,1962,0,98074,47.6052,-122.044,2540,58806 +8802400411,20140619T000000,249000.0,3,1.0,1050,8498,1.0,0,0,4,7,1050,0,1959,0,98031,47.4043,-122.202,1050,8498 +2953000090,20141202T000000,244900.0,3,1.5,1360,9980,1.0,0,0,4,7,1360,0,1966,0,98031,47.4143,-122.206,1360,9750 +7657600025,20150219T000000,289900.0,3,1.0,1180,7068,1.0,0,0,3,6,1180,0,1944,0,98178,47.4947,-122.238,1180,7068 +8118600025,20150331T000000,552500.0,4,1.0,1560,7980,1.0,0,0,4,7,1170,390,1939,0,98146,47.5093,-122.387,1570,7980 +326069118,20140630T000000,760000.0,4,2.5,3300,165528,2.0,0,0,3,8,3300,0,1984,0,98077,47.7657,-122.028,3030,144696 +2902200838,20141027T000000,440000.0,2,2.75,1100,1088,2.0,0,0,3,7,750,350,2006,0,98102,47.6405,-122.324,2090,4125 +798000062,20140801T000000,286000.0,3,1.75,1770,9000,1.0,0,0,3,7,1090,680,1954,0,98168,47.4997,-122.326,1520,21141 +3298700941,20140905T000000,260000.0,3,1.0,1200,4592,1.0,0,0,3,6,800,400,1950,0,98106,47.519,-122.352,940,4440 +114100155,20140627T000000,355000.0,2,2.25,1330,10838,2.0,0,0,3,8,1330,0,1985,0,98028,47.7689,-122.241,1390,10310 +5151600360,20150130T000000,318000.0,3,1.75,1570,12506,1.0,0,0,4,8,1570,0,1959,0,98003,47.3365,-122.319,2120,13243 +523049106,20140826T000000,255000.0,2,1.0,1610,19965,1.0,0,0,3,7,1610,0,1952,0,98168,47.5095,-122.313,2100,28400 +3751600025,20140514T000000,139000.0,3,1.0,1100,17334,1.0,0,0,3,7,1100,0,1978,0,98001,47.3003,-122.27,1530,18694 +6918730230,20150401T000000,485000.0,4,2.25,1810,7068,2.0,0,0,5,7,1810,0,1976,0,98034,47.7319,-122.204,1460,7274 +3226079059,20141019T000000,549950.0,3,1.75,2930,266587,2.0,0,0,3,8,2440,490,1995,0,98014,47.6991,-121.947,2700,438213 +9521100880,20140916T000000,588000.0,3,1.5,1780,4200,1.5,0,0,4,8,1780,0,1916,0,98103,47.662,-122.349,1380,3333 +425049146,20140715T000000,975000.0,3,2.5,3050,7410,1.5,0,0,5,8,1950,1100,1950,0,98115,47.6772,-122.296,1890,5814 +3630010040,20140523T000000,402000.0,3,2.0,1540,1827,2.0,0,0,3,8,1540,0,2005,0,98029,47.5479,-121.998,1540,1827 +6620400025,20150501T000000,245000.0,3,1.0,1380,9875,1.0,0,0,3,7,1380,0,1959,0,98168,47.5131,-122.334,1200,6250 +8886000021,20140616T000000,445000.0,3,1.75,1890,32340,1.5,0,3,3,8,1890,0,1976,0,98070,47.4137,-122.439,1890,40180 +766800090,20140525T000000,195000.0,3,1.75,1570,8459,1.0,0,0,3,7,1570,0,1991,0,98022,47.2016,-122.006,1650,8844 +4022900571,20150112T000000,385000.0,5,2.0,2540,11750,1.0,0,0,3,7,1480,1060,1962,0,98155,47.7754,-122.291,2000,12000 +2206700165,20140716T000000,450000.0,3,1.5,1520,7903,1.0,0,0,4,7,1000,520,1955,0,98006,47.5659,-122.141,1520,9830 +4151800530,20141028T000000,1090000.0,4,2.5,2780,6837,2.0,0,0,3,9,2780,0,2004,0,98033,47.666,-122.201,1160,6837 +8122600195,20140520T000000,396675.0,2,1.0,1730,6375,2.0,0,0,4,6,1730,0,1945,0,98126,47.5357,-122.368,1180,6250 +5379805160,20141002T000000,242000.0,5,2.25,2340,7494,1.0,0,0,3,7,1170,1170,1951,0,98188,47.448,-122.28,1650,10125 +323089095,20141031T000000,380000.0,3,1.75,1300,12378,1.0,0,0,4,6,1300,0,1943,0,98045,47.4996,-121.778,1300,11596 +9000025,20141203T000000,496000.0,2,1.0,1420,4635,2.0,0,0,4,7,1420,0,1941,1973,98115,47.68,-122.304,1810,4635 +8835200330,20141208T000000,399950.0,3,2.5,1470,4488,2.0,0,0,5,7,1470,0,1980,0,98034,47.723,-122.162,1400,4441 +1239400064,20150304T000000,895000.0,4,2.5,2850,8526,2.0,0,0,3,9,2850,0,1998,0,98033,47.6747,-122.191,2440,7072 +2719100115,20141104T000000,690000.0,3,2.0,2360,6149,2.0,0,3,3,8,1560,800,1926,1989,98136,47.5433,-122.384,2000,6149 +5589300361,20140902T000000,270000.0,3,1.5,1610,8375,2.0,0,0,3,7,1610,0,1927,0,98155,47.7527,-122.306,1610,9107 +2523069146,20140623T000000,349900.0,3,2.0,2420,38781,1.0,0,0,5,7,1210,1210,1949,0,98027,47.4511,-121.976,2650,88426 +3630020090,20150504T000000,454280.0,3,2.5,1470,1741,2.0,0,0,3,8,1170,300,2004,0,98029,47.5464,-121.999,1470,1583 +1775700011,20150512T000000,390000.0,3,2.5,1410,26375,1.0,0,0,3,6,1410,0,1992,0,98077,47.7432,-122.076,1410,12474 +9264921110,20150115T000000,275000.0,3,1.75,1840,14005,1.0,0,0,3,8,1840,0,1983,0,98023,47.3124,-122.345,2170,7992 +6837820330,20150429T000000,300000.0,4,2.5,2450,8932,2.0,0,0,3,8,2450,0,1990,0,98023,47.3093,-122.345,2410,8775 +6822100750,20150508T000000,700000.0,3,1.75,1500,6000,1.0,0,0,5,7,850,650,1940,0,98199,47.6474,-122.402,1700,6000 +6769200040,20141218T000000,520000.0,3,1.75,2080,6609,1.0,0,0,3,7,1280,800,1950,0,98115,47.6883,-122.3,1680,6270 +1668500090,20150402T000000,715000.0,3,2.5,2770,39529,2.0,0,0,3,9,2770,0,1987,0,98053,47.6495,-122.042,3010,35435 +5104530220,20150420T000000,404000.0,3,2.5,2370,4324,2.0,0,0,3,8,2370,0,2006,0,98038,47.3515,-121.999,2370,4348 +726059048,20140926T000000,490500.0,3,2.0,3000,21883,2.0,0,0,3,7,1970,1030,1998,0,98011,47.7599,-122.214,2280,14025 +8835401250,20150506T000000,1485000.0,6,2.75,4430,6440,2.0,0,3,3,10,2680,1750,1964,2015,98118,47.5462,-122.265,3530,7314 +6821100090,20150409T000000,557800.0,4,1.75,1550,6000,1.0,0,0,5,7,1550,0,1944,0,98199,47.6567,-122.399,1550,6000 +5072400100,20150413T000000,571000.0,4,2.25,2290,9900,1.0,0,2,4,8,1550,740,1959,0,98166,47.4434,-122.343,2320,9900 +2781200090,20140708T000000,410000.0,4,2.5,2560,4020,2.0,0,0,3,9,2560,0,2006,0,98038,47.3533,-122.027,3010,4916 +4006000580,20150313T000000,225000.0,3,1.5,1240,5506,1.0,0,0,4,7,1240,0,1971,0,98118,47.5294,-122.285,1670,5589 +3825310530,20140716T000000,700000.0,4,2.5,2590,4498,2.0,0,0,3,9,2590,0,2004,0,98052,47.7047,-122.128,2660,5238 +3797000745,20150209T000000,500000.0,3,1.0,1370,3500,1.5,0,0,3,7,1370,0,1905,1985,98103,47.6857,-122.348,1590,4500 +7550801207,20150428T000000,536500.0,2,2.0,1360,1860,1.0,0,0,4,7,680,680,1925,0,98107,47.6727,-122.396,1440,5000 +2468800040,20150410T000000,330000.0,3,2.5,2060,25046,1.0,0,0,4,8,1600,460,1980,0,98022,47.184,-121.959,2050,21255 +8092700230,20150211T000000,249950.0,3,1.75,1120,15210,1.0,0,0,5,7,1120,0,1976,0,98042,47.3659,-122.113,1710,8470 +4435000490,20141015T000000,249000.0,4,1.75,1630,8410,1.5,0,0,5,7,1630,0,1943,0,98188,47.4538,-122.288,1390,8410 +3686900025,20150408T000000,249000.0,3,1.75,1590,7535,1.5,0,0,5,6,1590,0,1909,0,98032,47.3769,-122.234,1110,6000 +2450500110,20140508T000000,780000.0,4,1.75,2480,9195,1.0,0,0,3,7,1390,1090,1950,0,98004,47.584,-122.195,2440,9195 +1257200315,20140705T000000,1200000.0,4,2.5,2700,4275,2.0,0,0,3,9,2700,0,2004,0,98115,47.6725,-122.327,1810,4500 +3876312370,20140915T000000,434500.0,3,1.75,1930,7210,1.0,0,0,3,7,1110,820,1975,0,98072,47.735,-122.174,1870,7877 +2821079081,20141010T000000,590000.0,4,2.0,2490,339332,1.0,0,0,3,8,2490,0,2002,0,98022,47.2725,-121.929,1910,129373 +7550800915,20150219T000000,417200.0,2,1.0,1000,4000,1.0,0,0,3,6,1000,0,1910,0,98107,47.6742,-122.396,1490,5000 +7504010750,20140924T000000,649990.0,4,2.25,2130,11900,2.0,0,0,3,9,2130,0,1976,0,98074,47.6408,-122.058,2590,11900 +1175000110,20141202T000000,506000.0,2,1.0,1060,3588,1.0,0,0,4,7,960,100,1926,0,98107,47.6721,-122.395,1570,3741 +9320990090,20150421T000000,348000.0,3,2.5,1730,4004,2.0,0,0,3,7,1730,0,1999,0,98148,47.4317,-122.328,1730,5523 +3791400100,20140728T000000,301000.0,4,2.5,2810,6146,2.0,0,0,3,9,2810,0,1998,0,98031,47.4045,-122.208,2810,6180 +6021503885,20140708T000000,427550.0,2,1.0,880,4000,1.0,0,0,3,7,880,0,1940,0,98117,47.6848,-122.386,1150,4000 +7979900552,20150501T000000,361000.0,3,1.0,1040,6720,1.5,0,0,3,7,1040,0,1951,0,98155,47.7444,-122.294,1880,11407 +5101405340,20140821T000000,460000.0,2,2.5,1830,8107,1.0,0,0,5,7,930,900,1946,0,98125,47.701,-122.305,1260,6960 +5016003146,20140710T000000,958000.0,4,3.5,1800,6400,2.0,0,2,3,8,1800,0,1984,2011,98112,47.625,-122.3,1700,4736 +2734100065,20140612T000000,445000.0,5,1.75,2460,6846,1.5,0,0,5,7,1340,1120,1911,0,98108,47.5445,-122.321,1410,4800 +8029650040,20140519T000000,373000.0,3,2.5,1670,3565,2.0,0,0,3,7,1670,0,1999,0,98072,47.7623,-122.161,1510,3770 +6204410150,20150414T000000,525000.0,4,2.25,2660,7957,1.0,0,0,4,8,1750,910,1977,0,98011,47.7351,-122.199,1890,8250 +662310620,20140826T000000,364988.0,3,2.5,2850,12593,2.0,0,0,3,9,2850,0,1997,0,98023,47.2848,-122.345,2850,9435 +924000040,20140814T000000,324000.0,2,1.0,820,8370,1.0,0,0,4,7,820,0,1941,0,98177,47.7256,-122.361,1410,8370 +3333500096,20150305T000000,625000.0,4,3.0,2350,5627,1.0,0,0,5,8,1490,860,1960,0,98118,47.5514,-122.268,2020,5627 +349400100,20140908T000000,237500.0,3,1.75,1480,7830,1.0,0,0,3,7,1480,0,1980,0,98022,47.1967,-121.998,1130,7553 +3876000970,20140806T000000,429300.0,6,2.25,2930,15949,1.0,0,0,4,8,1730,1200,1965,0,98034,47.7188,-122.185,1730,8550 +7883603425,20140529T000000,155000.0,3,1.0,1250,6250,1.0,0,0,2,7,1030,220,1949,0,98108,47.5292,-122.323,1130,6250 +923000580,20150223T000000,614000.0,4,2.75,2760,8160,1.5,0,2,4,8,1780,980,1940,0,98177,47.7248,-122.365,2720,8160 +6635000110,20150331T000000,650000.0,3,2.5,2380,3332,2.0,0,0,3,9,2380,0,2014,0,98034,47.7194,-122.199,2590,4382 +7000100775,20140721T000000,625000.0,3,2.0,1730,12219,1.0,0,0,4,7,1730,0,1986,0,98004,47.5825,-122.189,2470,13594 +6383000690,20150325T000000,587100.0,3,2.25,1670,6414,1.0,0,0,4,8,1670,0,1961,0,98117,47.6921,-122.386,2130,7035 +9113600210,20140617T000000,380000.0,4,2.5,2150,37647,2.0,0,0,3,8,2150,0,1991,0,98042,47.3117,-122.083,2410,42193 +5249804760,20150505T000000,479500.0,2,1.0,930,5760,1.0,0,0,3,6,730,200,1917,0,98118,47.5598,-122.266,1970,5760 +3364900156,20150317T000000,382888.0,1,1.0,620,2380,1.0,0,0,3,6,620,0,1900,0,98115,47.6746,-122.326,980,3570 +117000001,20140527T000000,540000.0,4,4.25,1960,3565,2.0,0,0,3,7,1960,0,1940,2003,98116,47.5849,-122.384,1920,5750 +7555200230,20140521T000000,691000.0,4,2.75,2550,8632,1.0,0,0,3,8,1700,850,1972,0,98033,47.6477,-122.197,2550,9534 +9178600360,20140604T000000,760500.0,3,2.0,1990,3990,1.0,0,0,5,7,1130,860,1912,0,98103,47.6572,-122.333,1710,4000 +7853301570,20150430T000000,685000.0,4,2.5,3550,10968,2.0,0,0,3,9,3550,0,2006,0,98065,47.5431,-121.886,3550,8583 +5066400564,20140929T000000,199129.0,3,1.0,860,33664,1.0,0,0,4,6,860,0,1955,0,98001,47.295,-122.275,1290,18287 +9264950600,20140724T000000,335000.0,3,3.0,2031,7702,2.0,0,0,3,9,2031,0,1988,0,98023,47.3058,-122.348,2390,7700 +4010800110,20140609T000000,305100.0,3,2.0,1590,35988,1.0,0,0,4,8,1590,0,1974,0,98058,47.4365,-122.106,2780,23789 +1546600120,20150325T000000,830000.0,4,2.25,3010,12202,1.0,0,0,4,9,3010,0,1959,0,98005,47.6387,-122.174,2480,10143 +4139440100,20150128T000000,810000.0,3,2.5,2610,8481,2.0,0,0,3,10,2610,0,1993,0,98006,47.5535,-122.115,3140,10008 +1939050110,20150113T000000,500000.0,3,2.25,1440,15661,1.0,0,0,3,8,1180,260,1988,0,98074,47.6225,-122.038,1440,13963 +6126601445,20140530T000000,490000.0,3,1.75,1920,5405,1.0,0,2,4,7,960,960,1947,0,98126,47.5583,-122.38,1190,5405 +9274200620,20141028T000000,490000.0,2,1.75,1670,4200,2.0,0,0,3,7,1670,0,1912,0,98116,47.5862,-122.387,1340,2875 +2868300061,20140918T000000,272000.0,4,1.75,1390,10660,1.0,0,0,4,7,1030,360,1960,0,98198,47.4128,-122.323,1800,11960 +3831200210,20140910T000000,280000.0,3,2.25,2140,7200,2.0,0,0,4,7,2140,0,1979,0,98031,47.3913,-122.191,1890,7455 +7301300150,20140625T000000,233000.0,3,1.0,1250,6180,1.5,0,0,3,7,1250,0,1955,0,98155,47.7474,-122.327,1490,6180 +3368900084,20140623T000000,275000.0,3,1.0,1080,6000,1.0,0,0,4,7,1080,0,1952,0,98133,47.7579,-122.33,1200,7210 +8856500220,20140728T000000,375000.0,3,3.25,2760,6420,2.0,0,2,3,9,2110,650,1991,0,98031,47.3895,-122.221,2030,7725 +9527310110,20140826T000000,445000.0,3,2.75,2180,3703,2.0,0,0,3,8,2180,0,2004,0,98011,47.776,-122.169,2190,3963 +2767604712,20140919T000000,437500.0,3,2.5,1260,1125,3.0,0,0,3,8,1260,0,2002,0,98107,47.6706,-122.381,1360,1250 +3336001515,20150511T000000,426250.0,4,1.0,1610,6000,1.5,0,0,4,7,1510,100,1905,0,98118,47.5261,-122.266,1430,6000 +5103900015,20140626T000000,358000.0,3,1.5,2450,12497,1.0,0,0,4,7,2450,0,1967,0,98065,47.5317,-121.834,1560,11700 +1025069255,20141023T000000,1175000.0,4,3.5,4150,49503,2.0,0,0,3,11,4150,0,2003,0,98053,47.6746,-122.018,3330,60137 +2724069010,20150430T000000,305000.0,2,1.0,960,8276,1.0,0,0,3,5,960,0,1939,0,98027,47.5322,-122.033,1620,6000 +8682262170,20140530T000000,415000.0,2,1.75,1340,4664,1.0,0,0,3,8,1340,0,2004,0,98053,47.7182,-122.034,1350,4236 +1773100755,20140821T000000,520000.0,11,3.0,3000,4960,2.0,0,0,3,7,2400,600,1918,1999,98106,47.556,-122.363,1420,4960 +8691390770,20141013T000000,733000.0,4,3.5,3080,5974,2.0,0,0,3,9,3080,0,2003,0,98075,47.6007,-121.974,2950,5425 +7771300085,20150309T000000,411500.0,3,1.0,1130,8159,1.0,0,0,4,7,1130,0,1954,0,98133,47.7362,-122.333,1570,8162 +9194101388,20140919T000000,540000.0,3,1.75,2280,16671,1.5,0,0,4,6,1760,520,1909,0,98034,47.7096,-122.219,1850,9351 +7633400110,20150224T000000,270500.0,3,1.5,1952,8613,1.0,0,0,4,7,1652,300,1960,0,98032,47.3715,-122.29,1400,8712 +2767704302,20150410T000000,422250.0,2,1.5,1280,1256,2.0,0,0,3,8,1200,80,1998,0,98107,47.6741,-122.375,1390,1256 +8562970040,20140516T000000,655000.0,5,3.25,3690,12353,2.0,0,0,5,9,3690,0,1977,0,98155,47.7672,-122.292,2290,9082 +8562720410,20140807T000000,1200000.0,5,3.25,4610,10576,2.0,0,3,3,11,3310,1300,2006,0,98027,47.5373,-122.07,4042,8321 +120069059,20140804T000000,550000.0,3,2.5,2920,169448,2.5,0,0,3,9,2920,0,1990,0,98022,47.2492,-121.975,2360,326097 +9828702513,20140506T000000,460000.0,2,2.25,1230,929,2.0,0,0,3,8,1020,210,2004,0,98122,47.6191,-122.301,1270,1370 +7812800515,20141025T000000,159075.0,4,1.5,1580,6200,1.0,0,0,3,6,790,790,1944,0,98178,47.4971,-122.24,1320,6499 +3363900155,20141209T000000,470000.0,2,1.0,1220,4000,1.5,0,0,4,6,1220,0,1908,0,98103,47.6801,-122.354,1580,4000 +9448300061,20140708T000000,235000.0,2,1.0,1020,7920,1.0,0,0,3,6,1020,0,1939,0,98108,47.5558,-122.31,1530,6900 +1840300100,20140918T000000,309950.0,2,1.5,1510,9843,1.0,0,0,4,7,1510,0,1961,0,98188,47.4419,-122.27,1590,9368 +4246000180,20140523T000000,433000.0,4,1.75,1830,9600,1.0,0,0,4,7,1010,820,1966,0,98006,47.5728,-122.125,1910,11100 +7856000110,20150203T000000,895000.0,3,2.5,2750,10000,1.0,0,3,3,8,1650,1100,1967,0,98006,47.5644,-122.153,2490,10000 +2422059111,20140620T000000,291000.0,3,1.5,1860,60960,1.0,0,0,4,7,1140,720,1967,0,98042,47.3796,-122.102,2170,82764 +1925069199,20150209T000000,835000.0,3,2.5,2720,13124,2.0,0,0,3,9,2720,0,1988,0,98052,47.6371,-122.094,2760,16200 +2771603940,20150109T000000,640000.0,2,1.0,1360,5000,1.0,0,0,3,7,1200,160,1936,0,98199,47.6372,-122.392,1540,4000 +6028000090,20150126T000000,438000.0,3,2.25,2340,14279,1.0,0,0,3,8,1340,1000,1965,0,98006,47.5715,-122.124,2340,13600 +5126310110,20140722T000000,540000.0,4,2.5,2600,9935,2.0,0,0,3,8,2600,0,2005,0,98059,47.4865,-122.142,2830,7620 +7520000616,20150309T000000,325000.0,4,2.5,2090,7434,1.0,0,0,3,7,1090,1000,1993,0,98146,47.4962,-122.349,1260,8404 +3343900120,20150126T000000,380000.0,4,1.75,2260,7200,1.5,0,0,5,7,1360,900,1924,0,98056,47.5122,-122.186,1410,7465 +714000195,20141113T000000,510000.0,2,1.0,1390,5544,1.0,0,0,3,7,930,460,1947,0,98105,47.6696,-122.267,1710,6200 +2310100230,20140812T000000,380000.0,4,2.5,2300,7707,2.0,0,0,3,8,2300,0,2004,0,98038,47.3497,-122.044,2320,6035 +7856600900,20140616T000000,825000.0,4,2.5,2810,9800,1.0,0,0,4,8,1710,1100,1973,0,98006,47.5657,-122.149,2800,9800 +926069192,20140926T000000,880000.0,4,3.25,4060,52707,2.0,0,0,4,9,4060,0,1996,0,98077,47.7615,-122.041,3100,50755 +3343302110,20150306T000000,1800000.0,3,3.0,2790,13295,2.0,1,4,4,10,2370,420,1933,1989,98006,47.5466,-122.197,3140,11949 +5100403405,20150107T000000,790000.0,3,1.0,1290,6380,1.5,0,0,3,7,1290,0,1930,0,98115,47.6951,-122.319,1630,6380 +3298700302,20141212T000000,287000.0,2,1.5,720,4346,1.0,0,0,4,6,720,0,1942,0,98106,47.5225,-122.351,790,4346 +3333001430,20140912T000000,509000.0,3,3.0,2130,5000,1.5,0,0,3,7,1570,560,1913,0,98118,47.5451,-122.284,1638,4500 +8849700040,20140908T000000,270000.0,3,2.25,1750,8400,1.0,0,0,3,7,1350,400,1965,0,98188,47.4571,-122.272,2020,9110 +3256400051,20140708T000000,210000.0,3,2.0,960,9380,1.0,0,0,3,6,960,0,1949,0,98146,47.4852,-122.343,1460,9240 +7283900551,20141124T000000,415000.0,3,1.0,1570,11752,1.5,0,0,5,8,1570,0,1930,0,98133,47.7686,-122.348,2010,8291 +5067400032,20141205T000000,550000.0,3,2.5,3070,14400,1.0,0,3,5,9,1720,1350,1985,0,98198,47.3716,-122.321,2020,18211 +1370801020,20140709T000000,1250000.0,4,2.5,2920,5500,1.0,0,3,3,10,2030,890,1957,0,98199,47.6406,-122.412,3790,5500 +3852900026,20140801T000000,499950.0,3,1.0,1870,4984,1.0,0,0,3,7,1120,750,1955,0,98116,47.5771,-122.391,1650,5750 +1189000025,20140905T000000,659000.0,3,1.5,1540,5040,2.0,0,0,3,8,1540,0,1907,0,98122,47.6138,-122.299,1590,3600 +4047200580,20150302T000000,265000.0,2,1.5,1440,22081,2.0,0,0,3,7,1440,0,1990,0,98019,47.7698,-121.896,1440,19544 +2607720150,20140605T000000,492000.0,4,3.75,2810,10840,2.0,0,2,4,8,2070,740,1994,0,98045,47.4861,-121.804,2370,11248 +5459300040,20140813T000000,715000.0,4,2.5,2450,7700,1.0,0,0,3,8,1250,1200,1958,0,98040,47.5731,-122.212,2450,8000 +2613200025,20150313T000000,175000.0,2,1.0,1330,28270,1.5,0,0,3,6,1330,0,1925,0,98168,47.4824,-122.274,1210,6926 +686050100,20141128T000000,975000.0,4,3.5,3130,52322,2.0,0,0,3,9,2430,700,2011,0,98005,47.5932,-122.159,3200,5820 +2117700065,20141009T000000,306950.0,1,1.0,730,5005,1.0,0,0,4,5,730,0,1945,0,98117,47.6992,-122.364,1630,5667 +5742600115,20150407T000000,630000.0,4,2.0,2480,3680,1.5,0,0,4,7,1470,1010,1916,0,98116,47.5686,-122.392,1500,5750 +2064800600,20150109T000000,367500.0,3,1.0,1270,8792,1.0,0,0,5,7,1270,0,1969,0,98056,47.5351,-122.174,1780,8792 +34001765,20150325T000000,699950.0,3,3.25,2230,5460,1.0,0,1,4,8,1430,800,1977,0,98136,47.53,-122.388,2070,5600 +1186000065,20150416T000000,1000000.0,3,3.0,2880,3750,2.0,0,0,3,9,2220,660,1909,1991,98122,47.6155,-122.29,1910,4000 +1687000220,20141016T000000,285000.0,4,2.5,2434,4400,2.0,0,0,3,8,2434,0,2007,0,98001,47.2874,-122.283,2434,4400 +7985400133,20150114T000000,215000.0,2,1.5,1120,1312,2.0,0,0,3,7,1000,120,2004,0,98106,47.534,-122.364,1560,1314 +3303980090,20150306T000000,1050000.0,4,2.5,4080,11054,2.0,0,0,3,11,4080,0,2001,0,98059,47.5188,-122.151,3520,11914 +7855200120,20140509T000000,1370000.0,4,2.75,3720,9450,1.0,0,4,5,10,1960,1760,1962,0,98006,47.5627,-122.156,2900,8605 +2800031,20150401T000000,235000.0,3,1.0,1430,7599,1.5,0,0,4,6,1010,420,1930,0,98168,47.4783,-122.265,1290,10320 +2306400040,20150416T000000,604000.0,3,2.0,1560,2589,1.0,0,0,3,7,790,770,1923,2001,98103,47.6587,-122.344,1450,3893 +5035300834,20140530T000000,750000.0,3,1.75,1700,8400,1.0,0,0,3,8,1460,240,1947,0,98199,47.6534,-122.415,2010,7000 +9542300530,20141124T000000,800000.0,4,2.25,2510,9963,1.0,0,0,4,9,2200,310,1967,0,98005,47.5973,-122.177,3110,9963 +9191201250,20150107T000000,580000.0,5,2.0,2600,3750,1.5,0,0,4,6,1400,1200,1914,0,98105,47.6691,-122.299,1700,3750 +7950300775,20141204T000000,350000.0,1,1.0,790,4590,1.0,0,0,3,6,790,0,1911,0,98118,47.5677,-122.285,1070,4590 +2934800025,20141216T000000,353750.0,4,2.0,1710,7490,2.0,0,0,3,7,1320,390,1956,0,98166,47.4544,-122.357,1880,7704 +7855400330,20140604T000000,1100000.0,5,2.75,2660,8737,1.0,0,4,5,8,1470,1190,1969,0,98006,47.5667,-122.155,3280,8783 +259600330,20150209T000000,465000.0,4,2.0,1470,10291,1.0,0,0,4,7,1470,0,1963,0,98008,47.6316,-122.121,1460,9601 +3723800409,20140507T000000,568000.0,3,2.0,2350,5080,1.5,0,0,3,8,1780,570,1929,0,98118,47.5516,-122.263,1700,5080 +5191100180,20141106T000000,1005000.0,5,2.0,2440,3080,2.0,0,0,4,8,2440,0,1910,0,98112,47.6242,-122.306,1640,3077 +257000057,20140916T000000,213500.0,3,1.5,1150,11571,1.0,0,0,3,7,1150,0,1961,0,98168,47.4931,-122.298,1630,11571 +1771100330,20140605T000000,250000.0,3,2.5,1510,10384,1.0,0,0,2,7,1030,480,1976,0,98077,47.758,-122.071,1490,10000 +1782500035,20140703T000000,357000.0,2,1.0,870,4600,1.0,0,0,4,7,870,0,1942,0,98126,47.5274,-122.379,930,4600 +7104100065,20140926T000000,425000.0,2,2.0,1280,4095,2.0,0,0,4,8,1280,0,1918,0,98136,47.5501,-122.393,1470,5500 +200500610,20140611T000000,571000.0,3,2.5,2600,7465,2.0,0,0,3,9,2600,0,1988,0,98011,47.7387,-122.217,2660,7683 +7199320600,20140519T000000,588000.0,3,2.25,2030,7350,1.0,0,0,4,7,1190,840,1977,0,98052,47.6939,-122.126,1950,7350 +3322049201,20140523T000000,275000.0,4,1.5,1930,15531,2.0,0,0,3,7,1930,0,1979,0,98003,47.345,-122.296,1580,7800 +5153200100,20150225T000000,565000.0,3,2.75,3210,15939,2.0,0,1,3,10,3210,0,1998,0,98023,47.3357,-122.351,2870,15939 +726059349,20150319T000000,460000.0,3,1.75,1970,9135,1.0,0,0,4,7,1370,600,1961,0,98011,47.7603,-122.215,1880,9650 +8833510230,20140604T000000,603500.0,4,2.5,4060,9734,1.0,0,4,3,9,2150,1910,1977,0,98028,47.7678,-122.254,2750,10370 +7298000090,20140703T000000,490600.0,3,2.5,3316,11447,2.0,0,0,3,9,3316,0,1986,0,98023,47.3036,-122.34,3000,11447 +3885804225,20140624T000000,1010000.0,2,2.0,1460,9052,1.0,0,2,5,6,1460,0,1900,0,98033,47.6857,-122.208,2554,7834 +2558600100,20140827T000000,500000.0,4,2.0,2100,12620,1.0,0,0,4,7,2100,0,1972,0,98034,47.7239,-122.173,1720,7840 +7697920450,20140625T000000,249000.0,4,2.25,1830,6136,2.0,0,0,3,7,1830,0,1990,0,98030,47.367,-122.181,1830,7664 +8899200110,20140603T000000,235000.0,3,2.0,1530,8700,1.0,0,0,4,7,1530,0,1970,0,98055,47.4529,-122.207,1960,7600 +3992700775,20150121T000000,410000.0,4,2.0,1490,13736,1.0,0,0,4,6,1490,0,1942,0,98125,47.712,-122.281,2040,7200 +6384500035,20140701T000000,370000.0,2,1.0,860,6050,1.0,0,0,3,7,860,0,1952,0,98116,47.5697,-122.4,1130,6050 +2787700210,20140916T000000,360000.0,5,2.5,2130,7111,1.0,0,0,3,7,1330,800,1968,0,98059,47.5071,-122.16,1840,7592 +2524049018,20141205T000000,1406890.0,5,2.25,3580,16789,2.0,0,0,5,9,3580,0,1966,0,98040,47.5364,-122.239,3390,17000 +7569450090,20141121T000000,298000.0,4,2.5,2420,3825,2.0,0,0,3,8,2420,0,2003,0,98042,47.3687,-122.126,1880,4250 +123039570,20140708T000000,485000.0,4,2.25,1900,7200,1.0,0,0,3,8,1370,530,1977,0,98146,47.5033,-122.372,2030,8008 +6071300090,20140826T000000,400000.0,3,1.75,1330,9143,1.0,0,0,3,7,1330,0,1960,0,98006,47.5538,-122.176,1950,10384 +4221250100,20140805T000000,580000.0,3,2.5,2150,4604,2.0,0,0,3,8,2150,0,2003,0,98075,47.5893,-122.019,2280,4253 +8730000210,20140807T000000,355000.0,2,2.5,1370,1140,2.0,0,0,3,8,1080,290,2009,0,98133,47.7055,-122.342,1340,1050 +4178600100,20140721T000000,650000.0,3,2.5,2430,12997,2.0,0,0,3,9,2430,0,1992,0,98011,47.744,-122.194,2720,12500 +9476200485,20140929T000000,261490.0,4,1.0,1640,8467,1.0,0,2,4,6,1220,420,1943,0,98056,47.4894,-122.188,1060,7396 +3205400230,20140716T000000,347000.0,3,1.0,1010,7200,1.0,0,0,3,7,1010,0,1968,0,98034,47.7225,-122.179,1120,7200 +9307300100,20140519T000000,485000.0,3,1.0,1500,4100,1.5,0,0,3,7,1370,130,1926,0,98107,47.6689,-122.367,1500,4100 +2770600930,20141022T000000,601000.0,3,2.5,1740,1251,2.0,0,0,3,9,1180,560,2012,0,98199,47.644,-122.385,1740,1625 +2817900180,20150411T000000,380000.0,3,3.25,2090,51212,1.0,0,0,3,8,1510,580,1989,0,98092,47.3097,-122.099,2690,40820 +7504001340,20140829T000000,565000.0,3,3.0,1850,12556,2.0,0,0,3,9,1850,0,1976,0,98074,47.6286,-122.053,2390,12474 +3121500330,20150323T000000,750000.0,3,2.5,2790,21043,2.0,0,0,3,9,2790,0,1993,0,98053,47.673,-122.03,2900,34589 +1099760230,20150107T000000,291000.0,3,2.25,1480,7200,1.0,0,0,3,7,1190,290,1975,0,98023,47.3037,-122.375,1830,7200 +3904920600,20141105T000000,560000.0,3,2.5,2280,12498,2.0,0,0,4,9,2280,0,1987,0,98029,47.5688,-122.014,2330,8844 +7504100590,20150325T000000,725000.0,4,2.25,3180,9600,2.0,0,0,3,10,3180,0,1984,0,98074,47.6313,-122.045,2840,10739 +1725079025,20140903T000000,539000.0,3,2.0,2350,209088,1.0,0,0,3,7,2350,0,1993,0,98014,47.6527,-121.949,2300,209088 +9406540150,20140722T000000,470000.0,5,3.25,3910,7077,2.0,0,0,3,9,2710,1200,2000,0,98038,47.3766,-122.027,2650,7077 +6163900032,20150109T000000,264950.0,2,1.0,770,7434,1.0,0,0,3,6,770,0,1947,0,98155,47.7606,-122.32,1060,7453 +844000180,20150225T000000,200000.0,4,1.5,1780,8000,2.0,0,0,4,6,1080,700,1900,1996,98010,47.3124,-122.003,1750,9147 +7229800175,20140604T000000,453500.0,5,2.5,2300,23345,1.0,0,0,5,7,1170,1130,1967,0,98059,47.4739,-122.114,2280,23345 +325059086,20140825T000000,811000.0,2,2.5,2510,17986,2.0,0,0,3,9,2510,0,1943,2014,98052,47.6832,-122.164,2440,8039 +4310701565,20140916T000000,425000.0,3,3.25,1410,1350,3.0,0,0,3,8,1410,0,2005,0,98103,47.698,-122.34,1410,1253 +2524049257,20140918T000000,1530000.0,4,2.25,4250,16940,1.0,0,2,4,9,2380,1870,1974,0,98040,47.5453,-122.234,3460,17693 +1226059161,20141229T000000,562000.0,4,2.75,2560,83200,1.0,0,0,3,8,1860,700,1980,0,98072,47.7511,-122.111,1990,38332 +7212660900,20140723T000000,281000.0,3,2.5,1760,7601,2.0,0,0,3,8,1760,0,1992,0,98003,47.2672,-122.313,1920,6851 +6147650300,20141016T000000,270000.0,3,2.25,2100,14027,2.0,0,0,3,8,2100,0,1979,0,98042,47.3833,-122.1,2730,5999 +8945300090,20140811T000000,205950.0,3,1.0,1490,8239,1.0,0,0,4,6,1490,0,1963,0,98023,47.306,-122.37,1200,8470 +7452500365,20140625T000000,310000.0,2,1.0,870,5400,1.0,0,0,3,6,870,0,1950,2007,98126,47.52,-122.374,990,5200 +3629960600,20150312T000000,350000.0,3,1.75,1260,1111,2.0,0,0,3,8,1260,0,2003,0,98029,47.5476,-122.005,1410,1630 +540100056,20140601T000000,843500.0,4,2.0,2630,16475,2.0,0,0,4,8,2630,0,1953,0,98004,47.639,-122.219,2670,15001 +1109000175,20150508T000000,370000.0,4,2.0,1950,3757,1.0,0,0,4,6,1160,790,1908,0,98118,47.5372,-122.269,1720,3757 +8645500900,20140620T000000,279000.0,4,2.0,2200,7700,1.0,0,0,3,7,1100,1100,1979,0,98058,47.464,-122.18,1790,7700 +722069057,20150102T000000,408000.0,3,1.75,1600,313672,1.0,0,0,4,7,1600,0,1960,0,98058,47.4129,-122.08,1780,90860 +2660500365,20150106T000000,392000.0,3,1.0,1230,9600,1.0,0,0,3,7,1230,0,1952,0,98118,47.5553,-122.288,1510,6600 +2516000475,20140929T000000,455000.0,2,1.0,1030,5000,1.0,0,0,5,6,1030,0,1917,0,98107,47.6585,-122.363,1550,5000 +522039103,20141113T000000,310000.0,2,1.5,1040,83199,1.0,0,0,4,7,870,170,1965,0,98070,47.4222,-122.443,1760,75794 +7689600650,20140917T000000,323500.0,3,3.0,2240,11536,2.0,0,0,3,7,2240,0,1943,2005,98178,47.4886,-122.245,1650,8760 +9285800801,20140926T000000,364500.0,3,1.0,1600,4489,1.0,0,2,3,6,800,800,1944,0,98126,47.5686,-122.378,1640,6013 +3750607974,20140509T000000,280000.0,4,2.0,2190,14439,1.0,0,0,4,7,1180,1010,1977,0,98001,47.2702,-122.29,2160,14439 +1622049154,20141215T000000,289900.0,3,1.75,1899,11325,2.0,0,0,3,7,1899,0,1943,2005,98198,47.3987,-122.3,2000,10454 +9530100555,20140613T000000,585000.0,3,1.0,1870,2807,1.5,0,0,4,7,1580,290,1927,0,98107,47.6674,-122.358,1640,4500 +4178500300,20140916T000000,269000.0,3,2.5,1730,6653,1.0,0,0,4,7,1360,370,1990,0,98042,47.3588,-122.088,1730,7061 +8856960720,20140808T000000,280000.0,3,2.25,1860,9210,2.0,0,0,3,7,1860,0,1994,0,98038,47.3864,-122.03,1530,8091 +9117000230,20150409T000000,287000.0,3,1.75,1940,9000,1.0,0,0,3,7,1290,650,1965,0,98055,47.4361,-122.189,1900,9120 +8122100835,20140812T000000,183000.0,2,1.0,670,5140,1.0,0,0,3,6,670,0,1926,0,98126,47.5387,-122.371,850,5140 +2788500090,20141219T000000,309000.0,3,1.0,1820,8142,1.0,0,0,3,7,1040,780,1961,0,98168,47.505,-122.316,1820,8142 +324059161,20141013T000000,920000.0,4,2.5,3810,13579,2.0,0,0,3,10,3810,0,2003,0,98007,47.6006,-122.153,3310,9270 +4217400540,20140929T000000,815241.0,5,2.25,2060,4800,2.5,0,0,3,8,2060,0,1907,0,98105,47.66,-122.282,1740,4800 +3876312290,20141121T000000,405000.0,3,1.75,1520,7252,1.0,0,0,3,7,1140,380,1975,0,98072,47.7358,-122.175,1910,7820 +8556800090,20150430T000000,525000.0,5,3.5,3450,19080,2.0,0,3,3,9,3450,0,2001,0,98022,47.2123,-122.005,2570,17007 +2113701095,20140717T000000,150000.0,2,1.0,830,4045,1.0,0,0,3,6,830,0,1943,0,98106,47.5293,-122.351,1100,4116 +3750603940,20140925T000000,240000.0,4,1.75,1880,9600,1.0,0,0,5,7,1020,860,1946,0,98001,47.2633,-122.281,1560,14400 +1245003160,20140502T000000,698000.0,4,2.25,2200,11250,1.5,0,0,5,7,1300,900,1920,0,98033,47.6845,-122.201,2320,10814 +2600010360,20150309T000000,440000.0,3,2.0,1800,10950,1.0,0,0,4,8,1800,0,1982,0,98006,47.557,-122.163,2400,11300 +7893200900,20150414T000000,204000.0,3,1.0,1200,12500,1.5,0,0,3,6,1200,0,1936,0,98198,47.4162,-122.329,1200,7500 +269000615,20140516T000000,875000.0,3,2.0,2220,6641,1.0,0,2,4,7,1220,1000,1947,0,98199,47.6426,-122.388,1800,5900 +2174503441,20140703T000000,650000.0,3,1.5,1380,4500,1.0,0,0,5,7,1380,0,1960,0,98040,47.5866,-122.25,1590,9000 +4025300371,20150408T000000,392500.0,3,1.0,1660,8839,1.0,0,0,4,7,1660,0,1947,0,98155,47.7485,-122.3,1230,9236 +3101500090,20141017T000000,400000.0,4,1.0,2320,4000,1.5,0,0,3,6,1310,1010,1921,0,98144,47.573,-122.312,1750,4000 +3447000090,20150428T000000,653000.0,3,2.25,2800,17300,1.0,0,0,4,8,1420,1380,1971,0,98006,47.5716,-122.128,2140,12650 +917000300,20140520T000000,452000.0,4,1.0,1210,3760,1.5,0,0,3,6,1210,0,1900,0,98103,47.6872,-122.344,1540,3800 +9510400100,20140506T000000,345000.0,4,2.5,2331,3826,2.0,0,0,3,8,2331,0,2007,0,98058,47.4444,-122.182,2441,3826 +4058801225,20141202T000000,350000.0,4,1.75,1820,6930,1.0,0,2,4,7,1320,500,1952,0,98178,47.5053,-122.242,1820,6825 +3578600201,20140731T000000,650000.0,4,2.5,2860,5576,2.0,0,0,3,8,2860,0,2004,0,98028,47.745,-122.224,2290,10667 +5282200015,20140527T000000,525000.0,5,3.0,2750,3800,1.5,0,0,5,7,1750,1000,1926,0,98115,47.6845,-122.313,1900,3800 +5282200015,20150126T000000,840000.0,5,3.0,2750,3800,1.5,0,0,5,7,1750,1000,1926,0,98115,47.6845,-122.313,1900,3800 +4219400555,20141124T000000,1325000.0,3,2.5,2280,5000,2.0,0,3,4,9,2280,0,1926,0,98105,47.6574,-122.278,2200,5000 +104550540,20150120T000000,259950.0,4,2.0,1610,6650,1.0,0,0,3,7,1610,0,1989,0,98023,47.3085,-122.358,1960,6650 +3317500100,20150220T000000,998000.0,5,3.5,3760,10207,2.0,0,0,3,10,3150,610,1969,0,98040,47.5605,-122.225,3550,12118 +2436200395,20140610T000000,1070000.0,3,3.0,2940,4622,2.0,0,0,4,9,2230,710,1988,0,98105,47.6641,-122.293,1580,4000 +1118001560,20140710T000000,1910000.0,4,3.0,4460,6833,2.0,0,0,3,10,3140,1320,1955,2007,98112,47.6342,-122.289,3130,7450 +8728100775,20150309T000000,190500.0,3,1.5,1110,1150,2.0,0,0,3,8,940,170,2007,0,98144,47.5929,-122.306,1380,1751 +2223069112,20141112T000000,465000.0,3,2.25,2560,117176,1.0,0,0,4,9,1280,1280,1977,0,98027,47.4655,-122.033,2760,57063 +7278100665,20150204T000000,370000.0,3,1.0,1060,7419,1.0,0,2,4,6,1060,0,1906,0,98177,47.7712,-122.392,2190,5953 +822059038,20140731T000000,290000.0,6,4.5,2810,11214,1.0,0,0,3,8,2010,800,1958,0,98031,47.4045,-122.197,1940,8349 +7977201065,20141104T000000,350000.0,3,1.75,1380,4590,1.0,0,0,2,7,930,450,1950,0,98115,47.6841,-122.293,1320,4692 +7977201065,20150305T000000,740000.0,3,1.75,1380,4590,1.0,0,0,2,7,930,450,1950,0,98115,47.6841,-122.293,1320,4692 +5255000110,20141007T000000,460000.0,3,1.75,2560,8400,1.0,0,0,3,7,1970,590,1959,0,98011,47.7668,-122.197,1970,8400 +9407001790,20140826T000000,290000.0,3,1.0,1010,10800,1.0,0,0,4,7,1010,0,1972,0,98045,47.4483,-121.773,1370,9500 +1120069059,20140918T000000,475000.0,3,1.5,1790,229125,2.0,0,3,3,7,1790,0,1987,0,98022,47.2309,-122.009,1970,216928 +2048000330,20140926T000000,214000.0,3,2.5,1600,2231,2.0,0,0,3,7,1600,0,2003,0,98001,47.3314,-122.29,1600,2962 +8820903080,20150508T000000,455000.0,2,1.0,910,5759,1.0,0,0,3,6,910,0,1951,0,98125,47.7153,-122.284,1520,7518 +1687000210,20140725T000000,275000.0,3,2.5,2497,4400,2.0,0,0,3,8,2497,0,2007,0,98001,47.2873,-122.283,2434,4400 +621049103,20140709T000000,305000.0,3,1.5,1800,12196,1.0,0,0,4,7,1800,0,1966,0,98023,47.333,-122.345,1490,11730 +1321059052,20150409T000000,449000.0,5,2.5,2570,61855,1.0,0,0,4,7,1470,1100,1981,0,98092,47.3013,-122.109,1990,49658 +2114700540,20141021T000000,366000.0,3,2.5,1320,4320,1.0,0,0,3,6,660,660,1918,0,98106,47.5327,-122.347,1190,4200 +4307330180,20150328T000000,348000.0,3,2.5,1670,5090,2.0,0,0,3,7,1670,0,2003,0,98056,47.4799,-122.18,2560,4851 +114100304,20141203T000000,515000.0,4,2.5,2800,21370,2.0,0,0,3,8,2800,0,2003,0,98028,47.776,-122.246,1880,9336 +7501000220,20140620T000000,950000.0,4,2.5,3360,11548,2.0,0,0,3,9,3360,0,1988,0,98033,47.6534,-122.182,3400,14091 +8562901910,20140730T000000,815000.0,3,2.5,2590,21494,2.0,0,0,4,8,2590,0,1991,0,98074,47.6139,-122.061,2590,10720 +1442800150,20150120T000000,199950.0,3,3.0,1530,2132,2.0,0,0,3,8,1530,0,1993,0,98038,47.3746,-122.056,1530,3384 +3715500220,20140605T000000,386000.0,3,2.0,1330,8100,1.0,0,0,4,7,1330,0,1969,0,98034,47.7251,-122.175,1590,8100 +8647800150,20150102T000000,273000.0,3,2.25,2160,7964,2.0,0,0,3,8,2160,0,1991,0,98042,47.3622,-122.074,2000,7964 +2508800220,20150325T000000,284000.0,4,2.5,1830,6360,2.0,0,0,3,8,1830,0,1994,0,98031,47.4184,-122.18,1830,6596 +106000044,20140826T000000,399950.0,3,1.0,1470,7930,1.0,0,0,3,7,1070,400,1950,0,98177,47.7013,-122.368,1440,8100 +5652601035,20150115T000000,285000.0,3,1.75,1150,6423,1.0,0,0,3,5,590,560,1927,0,98115,47.6973,-122.297,1150,8367 +4142450490,20150403T000000,315000.0,3,2.5,1790,6452,2.0,0,0,3,7,1790,0,2004,0,98038,47.3841,-122.042,1610,3600 +2788400090,20140807T000000,250000.0,3,1.0,1700,7700,1.0,0,0,3,7,1120,580,1960,0,98168,47.5114,-122.318,1700,8800 +7524200330,20150316T000000,290000.0,4,2.0,1630,7618,1.5,0,0,3,7,1630,0,1967,0,98198,47.3658,-122.317,1320,8774 +9359300220,20140623T000000,725000.0,4,2.5,3420,30410,2.0,0,0,3,9,3420,0,1988,0,98077,47.7745,-122.088,2940,45916 +3840700455,20140523T000000,410000.0,3,2.0,1650,9641,1.5,0,0,3,7,1650,0,1983,0,98034,47.7145,-122.231,1940,6701 +6790950150,20140817T000000,855000.0,4,2.5,2810,52062,1.5,0,0,4,9,2810,0,1988,0,98075,47.5941,-122.029,3330,49783 +3303950760,20140728T000000,399900.0,4,2.5,2710,8127,2.0,0,0,3,8,2710,0,1994,0,98038,47.379,-122.032,2520,8436 +2600000210,20140611T000000,852600.0,4,2.5,3320,11901,2.0,0,0,5,9,2650,670,1977,0,98006,47.554,-122.16,2700,11114 +2341300115,20140808T000000,235000.0,2,1.0,720,6321,1.0,0,0,3,6,720,0,1940,0,98118,47.551,-122.289,920,5684 +8655900100,20140807T000000,230950.0,2,1.0,930,12724,1.0,0,0,4,6,930,0,1912,0,98014,47.6567,-121.909,1240,21828 +4345000210,20150330T000000,230000.0,3,2.25,1490,8722,2.0,0,0,3,7,1490,0,1997,0,98030,47.3648,-122.185,1510,8061 +8929000330,20140729T000000,404763.0,3,2.5,1690,1609,2.0,0,0,3,8,1150,540,2014,0,98029,47.5521,-121.998,1690,1860 +6700390150,20140923T000000,245000.0,3,2.5,1720,3407,2.0,0,0,3,7,1720,0,1992,0,98031,47.4034,-122.188,1720,3407 +1645000100,20150129T000000,188000.0,3,1.5,1140,8500,1.0,0,0,4,7,1140,0,1964,0,98022,47.2093,-122.005,1600,8500 +8078350100,20141204T000000,626100.0,4,2.5,2280,7219,2.0,0,0,4,8,2280,0,1987,0,98029,47.5719,-122.021,2240,7471 +6430500008,20150302T000000,428750.0,3,1.0,1100,4080,1.0,0,0,4,7,900,200,1929,0,98103,47.6872,-122.351,1170,4080 +3902300100,20140512T000000,522000.0,4,2.25,1800,8623,1.0,0,0,4,8,1360,440,1980,0,98033,47.692,-122.184,2370,8623 +2193330090,20150311T000000,684000.0,4,2.5,2500,8434,2.0,0,0,4,8,2500,0,1988,0,98052,47.6915,-122.101,1900,8131 +3524039202,20150420T000000,1065500.0,3,2.25,2950,7232,1.0,0,2,3,8,1520,1430,1983,0,98136,47.5257,-122.382,2130,7140 +59000201,20150505T000000,611206.0,1,1.0,1940,6300,1.0,0,3,3,8,1940,0,1963,0,98116,47.5782,-122.4,2560,6300 +1782000085,20140915T000000,350000.0,2,1.0,1280,5250,1.0,0,0,4,7,1140,140,1942,0,98126,47.5258,-122.377,1050,5250 +3121500150,20150423T000000,894000.0,4,2.5,3800,22029,2.0,0,0,3,9,3800,0,1993,0,98053,47.6734,-122.026,3170,24979 +5207200360,20140903T000000,420000.0,2,1.0,930,5368,1.0,0,0,4,7,930,0,1953,0,98115,47.6952,-122.275,1770,6000 +2570500230,20140529T000000,400000.0,5,2.0,1930,9747,1.0,0,0,4,7,1020,910,1962,0,98028,47.7743,-122.235,2040,9370 +2481600110,20140525T000000,675000.0,3,3.0,2980,28000,1.0,0,0,3,10,1820,1160,1981,0,98052,47.7318,-122.139,2570,28500 +5104520150,20140520T000000,426000.0,4,2.5,2800,8494,2.0,0,0,3,8,2800,0,2004,0,98038,47.3521,-122.009,3740,8494 +7504110760,20140627T000000,750000.0,4,2.25,3190,11597,2.0,0,0,3,10,2300,890,1984,0,98074,47.6323,-122.039,2990,10679 +3649100276,20140609T000000,368000.0,3,1.75,1710,10800,1.0,0,0,4,7,1710,0,1958,0,98028,47.7391,-122.241,1890,10800 +4302700559,20150327T000000,342000.0,3,1.0,1980,6450,1.0,0,0,4,6,1120,860,1950,0,98106,47.5291,-122.356,1180,5160 +2883200961,20140605T000000,700000.0,3,1.75,1910,4800,1.0,0,0,3,7,1080,830,1959,0,98103,47.6844,-122.332,1750,4800 +2767601280,20140722T000000,848750.0,6,3.75,3160,5000,2.0,0,0,3,8,3160,0,1989,0,98107,47.6748,-122.384,1740,5000 +625049274,20150303T000000,720000.0,3,2.0,1590,5200,1.0,0,0,3,7,1320,270,1939,0,98103,47.6864,-122.341,1620,5150 +686400210,20140922T000000,525000.0,4,2.25,1890,8549,1.0,0,0,3,8,1890,0,1967,0,98008,47.6328,-122.117,1940,7210 +121059038,20150324T000000,397900.0,3,2.75,2500,35245,1.0,0,0,3,7,1580,920,2000,0,98042,47.3414,-122.117,2060,153766 +3649100264,20140815T000000,405000.0,3,2.0,1740,18000,1.0,0,0,3,7,1230,510,1989,0,98028,47.7397,-122.242,1740,11250 +6743700015,20150128T000000,392800.0,3,2.0,1080,11856,1.0,0,0,5,7,1080,0,1986,0,98033,47.6955,-122.175,1220,9247 +217500015,20150224T000000,394999.0,3,1.5,1730,7800,1.0,0,0,3,7,1330,400,1958,0,98133,47.7365,-122.337,1780,8309 +8691500410,20140619T000000,340000.0,3,2.5,2480,6112,2.0,0,0,3,7,2480,0,2004,0,98058,47.4387,-122.114,3220,6727 +9828702667,20140519T000000,482500.0,3,2.25,1450,1445,2.0,0,0,3,7,980,470,2005,0,98122,47.6184,-122.301,1510,1370 +2597531110,20140909T000000,812500.0,4,2.5,2750,10159,2.0,0,0,3,10,2750,0,1991,0,98006,47.5426,-122.135,3160,10159 +1126049095,20140926T000000,450000.0,3,2.5,2820,10208,1.0,0,1,4,8,1410,1410,1954,0,98028,47.7609,-122.26,1540,10684 +126049100,20141104T000000,398000.0,3,1.75,1830,27468,1.0,0,0,3,7,1830,0,1954,0,98028,47.7754,-122.233,1860,10180 +1724069060,20150507T000000,1075000.0,2,3.25,1550,1767,3.0,1,3,3,8,1550,0,2006,0,98075,47.5684,-122.06,2710,3444 +9530101385,20141014T000000,540000.0,2,2.0,1640,3021,1.0,0,2,3,7,840,800,1959,0,98107,47.666,-122.358,1780,4500 +7243500015,20141003T000000,275000.0,4,2.0,1720,5472,1.0,0,0,3,6,860,860,1923,0,98118,47.5299,-122.288,1720,5670 +1498303700,20140822T000000,780000.0,5,2.0,2880,12000,2.0,0,0,3,8,2880,0,1921,0,98144,47.5861,-122.295,1720,5000 +3352400325,20140724T000000,225000.0,3,1.5,1220,8345,1.5,0,0,3,7,1220,0,1931,0,98178,47.5038,-122.266,1880,10169 +8021700495,20140722T000000,503045.0,3,3.0,1560,2250,2.0,0,0,3,9,1560,0,2009,0,98103,47.6929,-122.333,1610,4500 +9406500530,20140912T000000,249000.0,2,2.0,1090,1357,2.0,0,0,3,7,1090,0,1990,0,98028,47.7526,-122.244,1078,1318 +9468200100,20140710T000000,569950.0,4,1.0,1140,5940,1.0,0,2,3,7,1140,0,1916,0,98103,47.6795,-122.354,1630,4000 +3179100482,20150126T000000,450000.0,2,2.25,1040,1377,2.0,0,0,3,8,1040,0,2003,0,98105,47.6692,-122.279,1264,1892 +5035300650,20140603T000000,1099500.0,4,2.0,2580,6000,1.0,0,0,5,9,1300,1280,1950,0,98199,47.6514,-122.413,2300,6200 +6431000015,20140530T000000,700000.0,4,2.5,2310,3570,1.5,0,0,3,7,1490,820,1927,2014,98103,47.6889,-122.347,1580,3060 +5366200210,20140819T000000,454000.0,3,2.5,1590,4094,2.0,0,0,3,7,1590,0,1991,0,98122,47.61,-122.293,1940,3924 +9512501450,20150429T000000,555000.0,3,1.75,1270,9170,1.0,0,0,3,7,1270,0,1969,0,98052,47.6706,-122.151,1700,8500 +8651411460,20150106T000000,214000.0,3,1.5,1240,5200,1.0,0,0,5,6,1240,0,1970,0,98042,47.3683,-122.079,1060,5200 +8078380230,20140808T000000,590000.0,3,2.5,2210,8622,2.0,0,0,3,8,2210,0,1988,0,98029,47.5715,-122.02,2340,7192 +1523069096,20140811T000000,459900.0,3,1.75,2340,51836,1.5,0,0,3,8,1510,830,1978,0,98027,47.4846,-122.035,2060,77536 +7893203480,20150512T000000,205000.0,3,1.5,1420,5000,1.0,0,0,3,7,920,500,1987,0,98198,47.4192,-122.33,1400,7500 +7795810110,20150512T000000,390000.0,3,1.75,1430,9857,1.0,0,2,4,7,1140,290,1980,0,98045,47.4964,-121.771,1310,9880 +191100410,20140620T000000,970500.0,3,2.75,2470,10125,2.0,0,0,3,8,2470,0,1960,2012,98040,47.5651,-122.223,2290,10125 +6151800330,20150421T000000,790000.0,3,2.5,2390,15084,2.0,0,0,3,8,2390,0,2000,0,98010,47.3389,-122.048,1850,17494 +1771100360,20140707T000000,320000.0,3,1.0,1120,10576,1.0,0,0,4,7,1120,0,1969,0,98077,47.7575,-122.072,1300,10000 +1556200265,20140723T000000,552500.0,3,2.25,2700,4025,2.0,0,0,4,8,1760,940,1907,0,98122,47.6074,-122.294,1580,4025 +6742700210,20141119T000000,1050000.0,3,3.0,3490,4500,2.5,0,0,3,9,3170,320,1924,0,98102,47.6394,-122.321,2840,4050 +1423800210,20140923T000000,230000.0,3,1.0,1640,7187,1.0,0,0,3,7,1640,0,1966,0,98058,47.455,-122.182,1340,8346 +2125049131,20140729T000000,680000.0,3,1.75,1620,5500,1.0,0,0,3,7,1110,510,1950,0,98112,47.6393,-122.308,2100,6500 +5318101765,20140602T000000,985000.0,3,1.75,1670,5400,2.0,0,0,5,8,1670,0,1912,0,98112,47.635,-122.284,2100,5400 +6624300110,20140623T000000,375000.0,4,2.5,1870,7471,2.0,0,0,3,8,1870,0,1990,0,98055,47.4314,-122.204,2020,8912 +5160700035,20150422T000000,431000.0,2,1.5,1300,4000,1.5,0,0,4,6,1300,0,1900,0,98144,47.5937,-122.301,1480,4000 +1472800220,20140909T000000,463000.0,3,2.5,2190,17108,2.0,0,0,3,8,2190,0,1991,0,98019,47.7321,-121.964,2400,14040 +3755000090,20141006T000000,350000.0,3,1.75,1320,10500,1.0,0,0,3,7,1320,0,1966,0,98034,47.7267,-122.226,1310,10500 +259601010,20150414T000000,485000.0,3,1.0,1250,7200,1.0,0,0,3,7,1250,0,1964,0,98008,47.6342,-122.12,1430,7400 +7939000090,20140929T000000,355000.0,4,1.75,2040,15000,1.0,0,0,4,7,1360,680,1967,0,98092,47.3107,-122.189,2310,15000 +2675600025,20150327T000000,603500.0,3,1.75,2140,7280,1.0,0,0,3,7,1070,1070,1910,0,98117,47.6993,-122.377,2280,8400 +5700000975,20140819T000000,860000.0,5,1.75,2510,6000,1.5,0,0,5,8,2010,500,1920,0,98144,47.5798,-122.292,2240,5000 +9407150360,20150306T000000,259875.0,5,2.5,2200,6250,2.0,0,0,3,7,2200,0,1996,0,98038,47.3675,-122.021,1850,6091 +8146300015,20140716T000000,685000.0,4,2.5,2170,8680,1.0,0,0,3,7,1220,950,1959,0,98004,47.6078,-122.192,2010,8680 +9406570300,20140930T000000,382500.0,4,2.5,2980,8786,2.0,0,0,3,8,2980,0,2003,0,98038,47.378,-122.03,2980,6718 +7518500301,20150301T000000,490000.0,3,1.0,1180,2250,1.5,0,0,3,7,1180,0,1902,0,98117,47.6779,-122.377,1320,5100 +3739500096,20150126T000000,229000.0,3,2.0,1540,6000,1.0,0,0,4,6,1540,0,1953,0,98155,47.7372,-122.307,1490,8213 +3739500096,20150505T000000,430000.0,3,2.0,1540,6000,1.0,0,0,4,6,1540,0,1953,0,98155,47.7372,-122.307,1490,8213 +267020090,20140818T000000,580000.0,5,2.5,3110,15783,1.0,0,0,3,8,1720,1390,1974,0,98052,47.6301,-122.103,2550,12220 +534000195,20141113T000000,510000.0,3,1.75,1370,6700,1.0,0,0,3,8,1370,0,1940,2012,98117,47.6982,-122.362,1180,6694 +5469502700,20140508T000000,489990.0,5,2.25,2440,20828,1.5,0,0,4,8,2440,0,1975,0,98042,47.3762,-122.158,2670,14472 +7010700110,20140916T000000,440000.0,3,2.25,1760,1800,2.0,0,0,3,7,1330,430,1983,0,98199,47.6579,-122.394,1150,4575 +8106300090,20150428T000000,479950.0,3,2.5,2810,4984,1.0,0,0,3,9,1750,1060,2006,0,98055,47.4461,-122.209,2810,5711 +225069013,20140623T000000,806000.0,4,2.5,2500,206474,1.0,0,0,3,10,2500,0,1997,0,98053,47.6778,-121.994,3680,208652 +1685800100,20140624T000000,875000.0,4,2.5,3220,22588,2.0,0,0,3,10,3220,0,1996,0,98077,47.7311,-122.055,3220,22922 +293800870,20140911T000000,710800.0,3,2.5,2880,36820,2.0,0,0,3,10,2880,0,1992,0,98077,47.766,-122.044,3190,36820 +7852190580,20150210T000000,565000.0,3,2.5,2700,6037,2.0,0,0,3,8,2700,0,2004,0,98065,47.5376,-121.879,2740,6054 +5636000210,20150223T000000,359999.0,5,3.0,2680,9624,2.0,0,0,3,7,1870,810,1995,0,98010,47.3279,-122.006,1860,9921 +1623301185,20150123T000000,625000.0,3,1.75,1780,4500,1.0,0,0,4,7,920,860,1922,0,98117,47.6827,-122.362,1360,4000 +3260810590,20140912T000000,349950.0,3,2.5,2240,7565,2.0,0,0,3,8,2240,0,1999,0,98003,47.3485,-122.301,2190,8254 +8589100090,20140617T000000,415000.0,4,2.0,1610,9600,1.0,0,0,5,7,1610,0,1967,0,98056,47.5327,-122.186,1450,9600 +7579200767,20141105T000000,435000.0,2,2.0,1440,1170,2.0,0,0,3,9,960,480,2004,0,98116,47.5592,-122.385,1440,1350 +623049273,20141121T000000,225000.0,3,1.75,1550,9060,2.0,0,0,3,7,1550,0,1948,1979,98146,47.5093,-122.345,1080,7620 +1186000035,20140512T000000,770000.0,3,1.75,1720,5000,1.0,0,0,3,9,1720,0,1954,2014,98122,47.6157,-122.29,2120,4188 +2228900191,20150106T000000,340000.0,3,1.75,1740,10800,1.0,0,0,3,7,1740,0,1959,0,98133,47.7717,-122.351,1810,7735 +2597450120,20150312T000000,965000.0,5,2.75,3280,12673,1.0,0,0,4,9,2050,1230,1981,0,98006,47.5504,-122.146,3060,12847 +3339400515,20150113T000000,667000.0,3,2.75,2216,31215,1.0,0,0,3,9,2216,0,1968,2005,98092,47.3164,-122.199,2216,30048 +1221000395,20140507T000000,250000.0,1,1.0,1100,4373,1.0,0,0,2,6,820,280,1947,0,98166,47.4653,-122.338,1100,7500 +1526300015,20140612T000000,397990.0,3,1.0,1180,11862,1.0,0,0,4,7,1180,0,1948,0,98177,47.7153,-122.363,1540,8100 +6163901772,20140918T000000,535000.0,3,1.75,2020,10031,1.0,0,0,5,7,1370,650,1952,0,98155,47.7487,-122.319,1500,8456 +1180007005,20140625T000000,265950.0,3,1.5,1150,8450,1.0,0,0,4,6,1150,0,1951,0,98178,47.4927,-122.224,1160,6800 +5420300210,20141007T000000,258000.0,3,1.75,2090,7461,1.0,0,0,3,6,1200,890,1986,0,98030,47.3764,-122.184,1420,7462 +476000331,20141202T000000,505500.0,3,2.5,1300,1187,3.0,0,0,3,8,1300,0,2005,0,98107,47.6704,-122.391,1320,1194 +2558700090,20140506T000000,455000.0,5,2.5,2240,7770,1.0,0,0,3,7,1340,900,1978,0,98034,47.7198,-122.171,1820,7770 +4151800410,20141031T000000,1348000.0,5,3.25,3540,5971,1.0,0,2,3,10,2000,1540,2005,0,98033,47.6643,-122.202,2820,6029 +3586501075,20150109T000000,600000.0,4,2.25,2840,31720,1.0,0,0,3,8,1780,1060,1958,0,98177,47.7505,-122.375,2290,29577 +4136870110,20150205T000000,329800.0,4,2.5,2080,7047,2.0,0,0,3,8,2080,0,1996,0,98092,47.2627,-122.215,2580,7227 +6623400090,20150421T000000,222000.0,2,1.0,1550,38449,1.0,0,0,3,6,1550,0,1947,0,98055,47.4315,-122.199,1188,25875 +1560800150,20150405T000000,450000.0,4,2.5,1900,9240,1.0,0,0,3,7,1900,0,1962,0,98007,47.6167,-122.137,2040,8052 +2770605548,20141218T000000,952000.0,3,3.5,2760,4500,2.0,0,0,3,9,2120,640,2004,0,98119,47.6529,-122.372,1950,6000 +2023700040,20140723T000000,625000.0,4,2.0,1410,4480,1.5,0,0,3,8,1410,0,1927,0,98109,47.6385,-122.344,1240,3400 +1164000040,20150312T000000,226800.0,2,1.0,1240,11393,1.0,0,0,4,7,1240,0,1960,0,98030,47.3714,-122.207,1660,11393 +7135520650,20141212T000000,1205000.0,5,4.25,4420,13497,2.0,0,0,3,11,3510,910,2000,0,98059,47.5262,-122.143,4220,12015 +3528400180,20141003T000000,350000.0,4,2.75,3390,16153,1.0,0,0,4,7,1970,1420,1961,0,98031,47.3954,-122.184,2530,8495 +7820000015,20150312T000000,395000.0,3,1.75,1400,8640,1.0,0,0,3,7,1400,0,1962,0,98011,47.7659,-122.204,1630,8640 +1105000229,20140919T000000,285000.0,5,3.0,2110,5260,2.0,0,0,3,7,1670,440,2002,0,98118,47.5449,-122.272,2110,5260 +3625059166,20150107T000000,553000.0,3,1.0,1310,18135,1.0,0,0,3,7,1310,0,1948,0,98008,47.6065,-122.113,2150,18135 +8108600442,20150505T000000,254000.0,3,1.0,1270,16800,1.0,0,0,4,7,1270,0,1957,0,98188,47.4599,-122.276,1700,10200 +8143600015,20140826T000000,348140.0,2,1.5,2060,10880,1.0,0,0,3,6,1190,870,1924,0,98106,47.515,-122.362,1430,8781 +8731900790,20140626T000000,354950.0,4,2.75,2530,7350,1.0,0,0,5,8,1280,1250,1977,0,98023,47.313,-122.374,2280,7350 +6079500230,20140612T000000,706000.0,3,2.75,1900,6400,1.0,0,0,5,7,1410,490,1942,0,98105,47.6697,-122.281,1350,6400 +7853302370,20140505T000000,499000.0,4,2.5,2910,6479,2.0,0,0,3,7,2910,0,2006,0,98065,47.5402,-121.887,2320,5178 +122069107,20141204T000000,427500.0,3,1.5,1900,43186,1.5,0,0,4,7,1300,600,1971,0,98038,47.4199,-121.99,2080,108028 +4204400175,20150217T000000,439000.0,5,3.5,2880,10000,2.0,0,3,3,8,1980,900,1991,0,98055,47.4874,-122.223,2120,9535 +2896310120,20141117T000000,545000.0,4,2.5,2820,25995,2.0,0,0,3,9,2820,0,1998,0,98010,47.3415,-122.029,3330,27653 +4083301380,20141017T000000,842000.0,3,1.0,1620,4774,1.5,0,0,3,7,1620,0,1920,0,98103,47.659,-122.339,1880,4560 +1332000100,20141210T000000,685000.0,4,2.5,3320,38043,2.0,0,0,3,9,3320,0,1997,0,98053,47.6504,-122.004,3170,42621 +3622069122,20140903T000000,665000.0,4,3.5,3770,47480,2.0,0,0,3,9,3770,0,2003,0,98010,47.3552,-121.99,3380,42689 +6052401215,20140609T000000,255000.0,2,1.0,1200,9000,1.0,0,2,5,6,1200,0,1917,0,98198,47.4039,-122.323,1660,9000 +7010700245,20141231T000000,565000.0,5,2.25,2130,4360,1.0,0,2,3,8,1240,890,1959,0,98199,47.6586,-122.395,1830,5000 +1311100490,20150225T000000,274000.0,5,1.75,1950,8720,1.0,0,0,3,7,1050,900,1962,0,98001,47.3381,-122.289,1660,8030 +9510900360,20140509T000000,260000.0,3,2.0,1920,8075,1.0,0,0,4,7,1510,410,1969,0,98023,47.3092,-122.375,1920,7826 +8679600150,20140507T000000,581000.0,4,2.0,2510,13695,1.0,0,0,4,7,1280,1230,1961,2001,98033,47.7005,-122.174,1220,12500 +7203600040,20140725T000000,625000.0,3,1.5,1990,5978,1.5,1,4,4,7,1990,0,1926,0,98198,47.3449,-122.329,2100,6221 +2212900180,20141229T000000,220000.0,3,1.0,1230,9720,1.0,0,0,5,7,1230,0,1969,0,98042,47.3266,-122.138,1230,9720 +2124079010,20141028T000000,765000.0,3,2.25,3190,324086,2.0,0,2,3,9,3190,0,1982,0,98024,47.5477,-121.93,3190,217800 +2424059052,20140710T000000,1325000.0,6,4.25,5720,10213,2.0,0,0,3,10,4170,1550,2004,0,98006,47.5464,-122.116,4300,10224 +6746700615,20150318T000000,700000.0,8,2.5,2280,3000,1.5,0,0,3,7,1210,1070,1911,0,98105,47.6675,-122.316,1610,3000 +3298300530,20140924T000000,351000.0,4,1.0,1550,7260,1.0,0,0,4,6,1550,0,1959,0,98008,47.6229,-122.121,1210,7260 +8929000360,20140805T000000,413565.0,3,2.5,1690,1613,2.0,0,0,3,8,1150,540,2014,0,98029,47.5524,-121.998,1690,1619 +2291400236,20140612T000000,363000.0,3,3.25,1651,1779,2.0,0,0,3,8,1341,310,2008,0,98133,47.7076,-122.346,1650,2908 +6445800120,20150404T000000,679000.0,4,1.75,2260,41236,1.0,0,0,4,8,1690,570,1962,0,98029,47.5528,-122.034,3080,30240 +8682261010,20140910T000000,473000.0,2,1.75,1510,4555,1.0,0,0,3,8,1510,0,2005,0,98053,47.7136,-122.031,1640,4500 +8045000180,20150421T000000,585888.0,3,2.0,1490,7431,1.0,0,0,4,7,1490,0,1966,0,98052,47.6697,-122.162,1700,7725 +9475700220,20140626T000000,405000.0,4,2.5,2220,4652,2.0,0,0,3,7,2220,0,2001,0,98059,47.4902,-122.154,1840,4500 +3222049055,20150116T000000,650000.0,3,1.75,2800,19386,1.0,1,4,3,8,1400,1400,1965,0,98198,47.3554,-122.324,3270,31450 +1222069133,20150224T000000,415000.0,4,2.5,2210,213008,1.0,0,0,4,7,1210,1000,1975,0,98038,47.4039,-121.98,2270,52707 +9165100230,20141222T000000,575000.0,3,2.0,2150,3880,1.0,0,0,3,8,1080,1070,1951,0,98117,47.6814,-122.392,2130,4000 +8091411120,20140717T000000,220000.0,3,2.25,1400,7205,1.0,0,0,3,7,1140,260,1985,0,98030,47.349,-122.166,1970,7252 +1777600230,20140506T000000,610000.0,4,3.0,2450,10117,1.0,0,0,5,8,1580,870,1967,0,98006,47.5694,-122.132,2530,10125 +5101400862,20140512T000000,499950.0,3,1.0,980,6380,1.0,0,0,3,7,760,220,1941,0,98115,47.692,-122.308,1390,6380 +5317100325,20150303T000000,883000.0,4,2.5,2800,6874,2.0,0,0,3,9,2170,630,1990,0,98112,47.6215,-122.29,1430,6240 +9324800455,20141023T000000,436000.0,2,1.0,1240,8100,1.5,0,2,3,7,1240,0,1925,0,98125,47.7326,-122.288,2790,8100 +880000208,20141213T000000,320000.0,3,2.5,1610,1356,2.0,0,0,3,8,1240,370,2007,0,98106,47.5257,-122.361,1270,1314 +1223089081,20140530T000000,425000.0,3,1.75,1510,44000,1.0,0,0,3,7,1240,270,1989,0,98045,47.4851,-121.716,2290,36242 +5556800150,20140515T000000,204700.0,4,2.0,1670,9987,1.0,0,0,3,7,1670,0,1967,0,98001,47.3406,-122.284,1640,7280 +4174600331,20140717T000000,384000.0,6,3.0,2320,4502,1.0,0,0,4,7,1200,1120,1987,0,98108,47.5552,-122.3,1160,5628 +5419801120,20150113T000000,314000.0,3,2.75,1900,8200,2.0,0,0,4,7,1900,0,1984,0,98031,47.402,-122.183,1620,8200 +3649100674,20150430T000000,535000.0,3,2.5,2390,6263,2.0,0,0,3,9,2390,0,2003,0,98028,47.7379,-122.248,2390,11761 +1525069058,20140626T000000,568000.0,4,1.75,2110,265716,1.0,0,0,4,8,2110,0,1979,0,98053,47.657,-122.026,2110,110597 +7202000220,20150501T000000,426000.0,4,1.5,1470,5850,1.0,0,0,4,7,810,660,1973,0,98052,47.7,-122.129,1290,7300 +7129301001,20141209T000000,675000.0,4,2.75,2670,6780,2.0,0,3,5,8,1630,1040,1908,0,98118,47.5131,-122.256,2400,5989 +8860500150,20140613T000000,380000.0,4,2.5,2540,6365,2.0,0,0,3,8,1870,670,2000,0,98055,47.4608,-122.215,2290,5942 +7384500110,20140723T000000,685000.0,3,2.5,3450,8000,3.0,0,0,4,8,2970,480,1927,1975,98116,47.5605,-122.402,1880,6135 +622069123,20140819T000000,429000.0,3,2.0,1700,52826,1.0,0,0,3,7,1700,0,1991,0,98058,47.4164,-122.092,2480,114728 +164000361,20150421T000000,799000.0,4,1.5,1810,6583,1.0,0,0,3,7,1500,310,1968,0,98133,47.7273,-122.351,860,8670 +3438500790,20140920T000000,318500.0,5,1.75,1550,6986,1.0,0,0,3,7,1030,520,1978,0,98106,47.5503,-122.356,1550,6986 +2024059110,20150420T000000,925000.0,3,3.25,4110,20900,2.0,0,0,3,9,2630,1480,2002,0,98006,47.5506,-122.187,2640,14700 +7338400945,20150224T000000,420000.0,3,1.5,2080,5000,1.0,0,0,3,7,1300,780,1963,0,98118,47.5322,-122.29,1860,5000 +809003160,20141218T000000,570000.0,2,1.0,1100,4000,1.0,0,0,3,7,1100,0,1906,0,98109,47.6388,-122.35,1590,4000 +8650700090,20140813T000000,1052500.0,4,2.75,3950,12840,2.0,0,0,5,8,3950,0,1960,0,98040,47.5489,-122.219,2350,12507 +8151600663,20140917T000000,333000.0,3,1.0,1250,8450,1.0,0,0,4,7,1250,0,1954,0,98146,47.503,-122.364,1350,9300 +7352200100,20150224T000000,1360000.0,2,1.75,2620,14138,2.0,1,4,3,8,2120,500,1931,1991,98125,47.7142,-122.277,1830,8279 +1952200220,20140603T000000,660000.0,3,2.5,2290,2798,3.0,0,0,4,9,2290,0,1953,1983,98102,47.641,-122.315,2260,5000 +1568100300,20140917T000000,350000.0,6,4.5,3500,8504,2.0,0,0,3,7,3500,0,1980,0,98155,47.7351,-122.295,1550,8460 +1568100300,20150121T000000,682500.0,6,4.5,3500,8504,2.0,0,0,3,7,3500,0,1980,0,98155,47.7351,-122.295,1550,8460 +2113700485,20141210T000000,399990.0,5,2.75,1690,4000,1.0,0,0,5,7,970,720,1943,0,98106,47.5312,-122.354,1240,4000 +1454600156,20140625T000000,860000.0,5,3.25,4500,9648,2.0,0,4,4,8,3000,1500,1968,0,98125,47.7262,-122.282,2780,21132 +4204400201,20141021T000000,216180.0,2,1.0,1120,7797,1.0,0,0,3,6,1120,0,1948,0,98055,47.4871,-122.22,2180,7200 +8856890330,20140915T000000,300000.0,4,2.25,1740,9613,2.0,0,0,5,8,1740,0,1989,0,98058,47.463,-122.125,1680,9769 +1922059278,20141014T000000,145000.0,3,1.0,1010,11880,1.0,0,0,3,7,1010,0,1960,0,98030,47.3762,-122.219,1150,9435 +1922059278,20150305T000000,255000.0,3,1.0,1010,11880,1.0,0,0,3,7,1010,0,1960,0,98030,47.3762,-122.219,1150,9435 +6623400356,20140702T000000,250000.0,3,1.75,1200,24805,1.0,0,0,3,6,1200,0,1984,0,98031,47.4236,-122.195,2150,4339 +9407111250,20141029T000000,245000.0,3,1.0,1020,8625,1.0,0,0,3,7,1020,0,1978,0,98045,47.4465,-121.77,1290,9440 +5422570760,20141014T000000,445000.0,3,1.75,1850,7056,2.5,0,0,4,8,1850,0,1979,0,98052,47.6602,-122.13,1970,7056 +4036800910,20140514T000000,562000.0,3,1.5,1830,8000,1.0,0,0,4,7,1830,0,1957,0,98008,47.6017,-122.122,1310,7500 +259600530,20140505T000000,501000.0,4,1.0,2070,7519,1.0,0,0,3,7,1160,910,1963,0,98008,47.632,-122.119,1730,7519 +6303400981,20150113T000000,190000.0,3,1.75,1160,5850,1.0,0,0,4,6,1160,0,1918,0,98146,47.5064,-122.356,1110,8382 +7701990300,20140516T000000,862500.0,4,2.75,3280,24440,2.0,0,0,3,10,3280,0,1996,0,98077,47.7073,-122.07,3490,25138 +5700002510,20140611T000000,1085000.0,5,2.5,2340,6000,2.0,0,0,4,10,2340,0,1922,0,98144,47.5764,-122.287,2350,6000 +2011400230,20140626T000000,575000.0,5,3.0,3690,49709,1.0,0,2,3,9,2690,1000,1960,0,98198,47.3908,-122.32,2590,8691 +1921069059,20141230T000000,250000.0,1,1.0,720,123710,1.0,0,0,4,6,720,0,1935,0,98092,47.2893,-122.084,1860,297514 +1471700410,20150506T000000,310000.0,7,1.5,2660,15111,1.5,0,0,4,7,2660,0,1962,0,98059,47.4644,-122.066,1710,15429 +2102700025,20141009T000000,1400000.0,5,3.25,4300,9270,2.0,0,3,3,10,2910,1390,1957,2009,98116,47.5717,-122.409,2780,6610 +4222300040,20141216T000000,284850.0,3,1.5,1590,8256,1.0,0,1,3,7,1090,500,1969,0,98003,47.3488,-122.304,1950,7840 +3649100676,20150219T000000,570000.0,4,2.5,2590,7910,2.0,0,0,3,9,2590,0,2003,0,98028,47.7378,-122.248,2110,11761 +372000040,20141003T000000,304000.0,3,1.75,1720,6000,1.0,0,2,3,7,1000,720,1954,0,98178,47.4999,-122.223,1690,6000 +7312200040,20141216T000000,560000.0,4,2.5,1790,9787,1.0,0,2,4,8,1240,550,1983,0,98056,47.5344,-122.189,1790,9787 +6052400975,20140826T000000,325000.0,3,1.0,1590,8160,1.0,0,1,3,7,1090,500,1954,0,98198,47.4013,-122.321,1540,10500 +826000495,20150206T000000,557510.0,4,2.0,1580,4800,1.5,0,2,3,7,1580,0,1912,0,98136,47.5454,-122.383,1580,4800 +8731900880,20150420T000000,305000.0,4,2.25,2580,8820,1.0,0,0,4,9,1620,960,1967,0,98023,47.3122,-122.376,2140,8400 +1523059100,20140902T000000,320000.0,5,1.0,1740,27350,1.0,0,0,4,5,1740,0,1958,0,98059,47.4809,-122.153,2760,10749 +2597550090,20140905T000000,455000.0,5,2.25,3470,28212,1.5,0,0,4,8,2790,680,1978,0,98042,47.3342,-122.108,2020,28177 +3581000210,20140904T000000,383001.0,3,1.0,1180,7210,1.0,0,0,4,7,1180,0,1963,0,98034,47.7267,-122.241,1700,7210 +4048400191,20140605T000000,545000.0,3,1.75,1700,51649,1.5,0,0,5,6,1700,0,1931,0,98059,47.4704,-122.076,1100,39504 +7578200025,20150408T000000,487500.0,2,1.0,1190,5000,1.0,0,0,3,7,1190,0,1925,0,98116,47.5717,-122.382,1600,5000 +2379300330,20140702T000000,345000.0,5,2.5,2450,6994,2.0,0,0,3,8,2450,0,2002,0,98030,47.3572,-122.192,1940,6035 +8917100180,20140604T000000,583000.0,6,2.75,2630,16411,1.0,0,0,4,8,1650,980,1974,0,98052,47.6309,-122.093,2250,12255 +3395300180,20140812T000000,534950.0,3,2.25,2130,12286,2.0,0,0,3,8,2130,0,1977,0,98052,47.6471,-122.114,2130,10158 +369000690,20140812T000000,403504.0,4,1.0,1060,5750,1.0,0,0,3,6,950,110,1904,0,98199,47.6562,-122.389,1790,5857 +7977200720,20150427T000000,500000.0,3,1.75,1480,6120,1.5,0,0,3,7,1480,0,1946,0,98115,47.6858,-122.295,1480,6120 +2322069175,20150224T000000,319502.0,3,1.75,1610,38707,1.0,0,0,3,7,1610,0,1990,0,98010,47.3778,-122.001,1930,45151 +2324039100,20141112T000000,525000.0,4,2.75,2440,5080,2.0,0,0,3,8,1750,690,1960,0,98126,47.5547,-122.379,1920,6375 +5631500866,20140506T000000,563000.0,4,3.0,3100,15480,2.0,0,0,3,8,2400,700,1996,0,98028,47.7466,-122.241,2000,42500 +2877101745,20140804T000000,898500.0,4,2.75,2890,5000,1.5,0,0,3,8,1990,900,1911,2014,98117,47.6768,-122.363,1080,3750 +721069087,20140507T000000,651000.0,3,2.5,3240,108366,2.0,0,0,4,10,3240,0,1991,0,98042,47.327,-122.094,2090,108366 +6072760360,20150321T000000,665000.0,4,2.25,2650,8149,1.0,0,0,4,8,1610,1040,1975,0,98006,47.5624,-122.176,2290,8019 +6021501635,20141102T000000,825000.0,4,2.5,2560,4000,2.0,0,0,5,8,1610,950,1929,0,98117,47.6885,-122.386,1760,4000 +1821059067,20140625T000000,200000.0,3,1.0,1150,4800,1.5,0,0,4,6,1150,0,1938,0,98002,47.3101,-122.212,1310,9510 +3295750610,20140904T000000,295000.0,3,2.0,1760,6092,1.0,0,0,3,7,1760,0,1998,0,98030,47.3838,-122.184,2590,6255 +2926059146,20141215T000000,748000.0,4,2.5,3220,8379,2.0,0,0,3,10,3220,0,2004,0,98034,47.7043,-122.192,2720,7635 +9429500146,20140714T000000,580000.0,3,2.5,3200,18750,1.0,0,0,2,9,2660,540,1967,1996,98027,47.5717,-122.12,3200,22475 +7893207490,20150212T000000,275000.0,3,1.0,1250,10744,1.0,0,0,3,6,1250,0,1942,0,98198,47.4226,-122.327,1500,10710 +8945300110,20150326T000000,196000.0,3,1.0,1000,8470,1.0,0,0,4,6,1000,0,1963,0,98023,47.3056,-122.37,1020,8470 +8151600610,20140522T000000,235750.0,2,1.0,740,11250,1.0,0,0,2,6,740,0,1938,0,98146,47.5036,-122.362,1390,11250 +2923049399,20150323T000000,315000.0,3,2.25,2170,8480,1.0,0,0,3,8,2170,0,1965,0,98148,47.4562,-122.33,2080,8452 +3260810110,20140825T000000,338000.0,4,2.5,2370,10631,2.0,0,0,3,8,2370,0,1999,0,98003,47.3473,-122.302,2200,8297 +5104530770,20150121T000000,353000.0,4,2.5,2300,4249,2.0,0,0,3,8,2300,0,2006,0,98038,47.3516,-122.0,2390,4385 +8661000033,20140627T000000,235000.0,3,1.75,1400,6300,1.0,0,0,3,7,1400,0,1998,0,98022,47.2074,-122.001,1400,8490 +4017050820,20150320T000000,569999.0,3,2.5,3080,13880,2.0,0,0,3,9,3080,0,1990,0,98038,47.3726,-122.025,2780,15318 +226039279,20140918T000000,505000.0,4,2.25,2350,12540,2.0,0,0,3,8,2350,0,1968,0,98177,47.7732,-122.382,2090,7964 +1338800785,20150306T000000,1234000.0,4,3.0,2660,4600,1.5,0,0,3,8,1820,840,1906,2002,98112,47.6258,-122.305,2350,4600 +2921049079,20140514T000000,299000.0,2,1.75,1250,34395,1.0,0,0,4,7,1250,0,1950,0,98003,47.2802,-122.316,1910,26042 +5113260040,20141016T000000,240000.0,3,2.0,1100,6360,1.0,0,0,3,7,1100,0,1991,0,98038,47.3878,-122.052,1620,6360 +3124059023,20150213T000000,1955000.0,3,1.75,3330,12566,1.0,1,4,4,8,1940,1390,1960,0,98040,47.5287,-122.22,3730,16560 +5351200265,20140911T000000,1265000.0,4,3.25,3640,3604,2.0,0,2,5,9,1960,1680,1913,0,98122,47.6145,-122.284,1940,4600 +2591010150,20150414T000000,405000.0,2,1.75,1350,2653,2.0,0,0,3,7,1350,0,1986,0,98033,47.6934,-122.184,1370,4115 +6163900821,20140624T000000,304000.0,4,2.0,1310,8454,1.0,0,0,4,7,1310,0,1953,0,98155,47.7572,-122.318,1320,8274 +2310060230,20141010T000000,272000.0,4,2.25,1800,5555,2.0,0,0,3,7,1800,0,2003,0,98038,47.3498,-122.052,1810,5669 +4449800315,20140620T000000,412000.0,2,1.0,1260,3960,1.0,0,0,3,6,690,570,1925,0,98117,47.6899,-122.391,1250,3960 +3299600120,20140718T000000,698000.0,4,2.5,2990,7231,2.0,0,0,3,9,2990,0,2001,0,98075,47.5623,-122.032,3160,8339 +2490200615,20140609T000000,400000.0,2,1.0,1140,5100,1.0,0,0,3,7,1140,0,1942,0,98136,47.5323,-122.383,1230,5100 +1565950230,20141120T000000,305000.0,3,2.5,2100,6825,2.0,0,0,3,8,2100,0,1994,0,98055,47.4314,-122.189,2180,7614 +6402700110,20140910T000000,585000.0,4,2.0,2400,12753,1.0,0,0,4,7,2400,0,1962,0,98033,47.6947,-122.177,1830,12060 +5029450100,20140812T000000,190000.0,2,1.5,1400,9031,1.0,0,0,3,7,960,440,1982,0,98023,47.2915,-122.368,1450,7658 +7525530590,20140720T000000,760000.0,4,2.5,2990,12788,2.0,0,0,3,10,2990,0,1988,0,98075,47.5601,-122.037,3250,12212 +226059103,20140527T000000,570000.0,3,1.75,1930,36210,1.0,0,0,3,8,1930,0,1977,0,98072,47.7692,-122.128,1930,35060 +6197200021,20141106T000000,144000.0,3,1.0,980,6800,1.0,0,0,3,6,980,0,1946,0,98058,47.4411,-122.186,1140,9975 +7227500910,20140624T000000,139000.0,2,1.0,690,5280,1.0,0,0,4,5,690,0,1942,0,98056,47.4953,-122.187,1140,4860 +5100402644,20141119T000000,525000.0,4,1.5,1430,6380,1.5,0,0,4,7,1130,300,1945,0,98115,47.6942,-122.319,1570,6380 +748000205,20140716T000000,293000.0,1,1.0,1110,5421,1.0,0,0,3,6,1110,0,1935,0,98177,47.7322,-122.359,1230,8100 +7899800476,20150427T000000,267100.0,2,2.5,1250,1580,2.0,0,0,3,7,1030,220,2005,0,98106,47.5243,-122.36,1250,1361 +3885804390,20150421T000000,1500000.0,4,3.25,3470,5222,2.0,0,0,3,10,2830,640,2005,0,98033,47.6845,-122.209,3090,6758 +1796370150,20141028T000000,240000.0,3,2.25,1500,15334,2.0,0,0,4,7,1500,0,1992,0,98042,47.3719,-122.091,1530,8102 +7935000625,20150409T000000,975000.0,3,2.5,2530,7000,2.5,0,4,3,9,2530,0,1915,1999,98136,47.5465,-122.398,2380,7000 +1761300100,20140618T000000,279950.0,5,1.75,2150,7171,1.0,0,0,4,7,1460,690,1970,0,98031,47.3952,-122.176,1710,7300 +1112700150,20150127T000000,405000.0,3,1.75,1260,7373,1.0,0,0,4,7,1260,0,1979,0,98034,47.7296,-122.233,1360,7373 +2622049052,20140516T000000,400000.0,3,2.5,2740,83199,2.0,0,4,3,9,2740,0,1973,0,98032,47.3581,-122.266,2500,29269 +423000035,20141124T000000,225000.0,3,1.0,960,6500,1.0,0,0,4,5,960,0,1954,0,98056,47.497,-122.171,1150,6500 +1555300490,20141229T000000,250000.0,3,1.0,1520,7800,1.0,0,0,4,7,1120,400,1967,0,98032,47.3784,-122.29,1740,8000 +6802210450,20150331T000000,272950.0,3,2.25,1570,9096,1.0,0,0,4,7,1180,390,1991,0,98022,47.1937,-121.99,1570,8418 +7853310150,20140722T000000,625000.0,5,1.0,3240,5324,2.0,0,0,3,9,3240,0,2007,0,98065,47.523,-121.875,3240,6036 +4086300065,20140718T000000,670000.0,3,1.75,1280,2147,1.5,0,0,4,7,1280,0,1910,0,98102,47.6362,-122.324,2010,2640 +809003085,20150401T000000,1065000.0,3,2.5,2130,3545,3.0,0,0,5,9,2130,0,1990,0,98109,47.6389,-122.349,1970,3464 +259100110,20140618T000000,540000.0,3,1.75,1970,8200,1.0,0,0,5,8,1420,550,1963,0,98177,47.7602,-122.363,2140,8000 +2316800100,20141105T000000,525000.0,3,2.5,2990,6725,2.0,0,0,3,9,2990,0,2003,0,98059,47.4928,-122.142,2790,6725 +6414600051,20150303T000000,425000.0,2,1.0,1160,17700,1.0,0,0,3,7,1160,0,1947,0,98133,47.7244,-122.331,1440,9000 +1704900206,20140602T000000,465500.0,3,1.75,1890,7004,1.0,0,0,3,7,1290,600,1965,0,98118,47.5557,-122.28,1440,5378 +7853301240,20140717T000000,443500.0,3,2.5,2170,5866,2.0,0,0,3,7,2170,0,2006,0,98065,47.5403,-121.889,2440,5798 +3420069055,20141203T000000,350000.0,4,2.25,1570,499571,1.0,0,3,4,7,1570,0,1972,0,98022,47.1808,-122.023,1700,181708 +1726069198,20140918T000000,850000.0,3,2.5,3260,91911,2.0,0,0,4,9,3260,0,1984,0,98077,47.737,-122.074,2520,65775 +4468400211,20150220T000000,205000.0,3,2.25,1250,952,3.0,0,0,3,8,1250,0,2008,0,98133,47.7098,-122.333,1250,1030 +1864900230,20140626T000000,315000.0,4,2.5,1940,10200,1.0,0,0,4,8,1140,800,1977,0,98042,47.4157,-122.161,1920,12600 +8079040490,20140623T000000,470000.0,3,2.5,2150,8221,2.0,0,0,3,8,2150,0,1992,0,98059,47.5085,-122.15,2490,7951 +7856400410,20140729T000000,1100000.0,4,2.25,3310,8540,1.0,0,4,4,9,1660,1650,1973,0,98006,47.5603,-122.158,3450,9566 +1825079018,20141120T000000,340000.0,3,1.75,3400,46382,1.0,0,0,3,7,2050,1350,1979,0,98053,47.6458,-121.955,2320,20624 +5151600120,20140618T000000,310000.0,4,2.5,2660,12672,1.0,0,0,4,8,1740,920,1960,0,98003,47.3334,-122.323,2280,12477 +4024101050,20140602T000000,305000.0,3,1.0,950,13475,1.0,0,0,3,7,950,0,1950,0,98155,47.7543,-122.306,1240,8910 +2854800090,20140710T000000,307150.0,3,1.5,1480,6752,1.0,0,0,4,7,1480,0,1959,0,98056,47.4993,-122.176,1450,8023 +1726600120,20140701T000000,729032.0,4,2.5,2840,12866,1.0,0,0,4,9,1780,1060,1977,0,98005,47.6388,-122.167,2840,13209 +627300195,20150303T000000,750000.0,5,2.5,3240,9960,1.0,0,1,3,8,2020,1220,1958,0,98008,47.5858,-122.112,2730,10400 +2140900100,20150203T000000,289000.0,4,2.5,1961,3207,2.0,0,0,3,7,1961,0,2006,0,98042,47.3507,-122.16,1961,3401 +446000150,20150415T000000,480000.0,3,1.0,1100,5700,1.0,0,0,3,7,1100,0,1950,0,98115,47.6883,-122.282,1560,6588 +7436500120,20150219T000000,529000.0,3,1.75,1500,7367,1.0,0,0,3,8,1500,0,1974,0,98033,47.6722,-122.167,1920,7579 +6917700195,20140728T000000,585000.0,3,1.75,1480,4800,2.0,0,0,4,7,1140,340,1944,0,98199,47.6567,-122.397,1810,4800 +4377000100,20140925T000000,704000.0,4,2.75,2510,12500,1.0,0,0,5,8,2050,460,1976,0,98052,47.6278,-122.11,2200,12088 +925049278,20150304T000000,607000.0,4,2.0,1490,4054,1.5,0,0,5,7,1490,0,1926,0,98115,47.6744,-122.301,1510,3889 +7558750120,20150310T000000,580000.0,3,2.25,2190,8188,2.0,0,0,3,8,1810,380,1978,0,98052,47.6883,-122.113,2190,8374 +7856610490,20140805T000000,875000.0,5,2.5,2530,8564,2.0,0,0,4,8,2530,0,1976,0,98006,47.5622,-122.153,2480,8714 +9346930100,20141015T000000,610000.0,4,2.5,2440,9350,1.0,0,0,4,8,1560,880,1976,0,98006,47.5614,-122.13,2260,8500 +114100763,20140728T000000,230000.0,3,0.75,1040,15000,1.0,0,0,3,6,1040,0,1941,0,98028,47.7639,-122.234,1410,19000 +7214700580,20140608T000000,510000.0,4,2.25,2450,62290,2.0,0,0,3,8,2450,0,1976,0,98077,47.7603,-122.074,2450,41181 +4237901075,20150305T000000,733000.0,4,2.5,2210,5002,1.0,0,0,3,7,1370,840,1977,0,98199,47.6637,-122.401,1970,4920 +302000375,20140814T000000,169100.0,3,2.0,1050,18304,1.0,0,0,4,7,1050,0,1953,0,98001,47.3206,-122.269,1690,15675 +302000375,20150506T000000,250000.0,3,2.0,1050,18304,1.0,0,0,4,7,1050,0,1953,0,98001,47.3206,-122.269,1690,15675 +6843300090,20141103T000000,500000.0,4,2.25,2730,35100,2.0,0,0,3,8,2730,0,1977,0,98075,47.5913,-122.012,2730,36677 +3524039144,20141007T000000,700000.0,2,1.0,1620,9855,1.0,0,4,3,8,1320,300,1948,0,98136,47.5264,-122.384,1820,7700 +1787250210,20141222T000000,379000.0,4,2.75,2410,5225,2.0,0,0,3,8,2410,0,2001,0,98058,47.4244,-122.151,2300,5378 +3022079080,20140715T000000,650000.0,4,2.5,3420,222156,2.0,0,0,3,9,3420,0,2002,0,98010,47.3608,-121.97,3340,222156 +2402100205,20141119T000000,412133.0,2,1.0,920,4400,1.0,0,0,3,7,920,0,1948,0,98103,47.6903,-122.332,1560,4600 +1973800150,20150402T000000,480000.0,4,2.25,2330,14190,1.0,0,0,3,8,1740,590,1962,0,98034,47.718,-122.242,2330,14190 +5315100805,20141218T000000,650000.0,3,1.75,1940,10245,1.0,0,0,3,7,1940,0,1957,0,98040,47.5833,-122.241,2720,11448 +8682262240,20150330T000000,505000.0,2,2.5,1900,5065,2.0,0,0,3,8,1900,0,2005,0,98053,47.7175,-122.034,1350,4664 +9541600490,20150505T000000,931088.0,4,2.5,3510,17400,1.0,0,0,4,9,1930,1580,1957,0,98005,47.5963,-122.171,2730,12120 +686200490,20140926T000000,570000.0,4,1.75,1860,7700,1.0,0,0,4,8,1860,0,1964,0,98008,47.626,-122.112,1860,7700 +8121101380,20140813T000000,475000.0,3,1.0,1380,4635,1.0,0,0,4,6,1380,0,1919,0,98144,47.57,-122.285,1790,4635 +9198600035,20140805T000000,240000.0,6,1.75,2210,8594,1.0,0,0,3,7,1310,900,1959,0,98188,47.4594,-122.273,1850,8594 +322069141,20150114T000000,462000.0,4,2.5,2640,47480,1.0,0,0,4,8,1590,1050,1979,0,98038,47.4258,-122.021,2390,67415 +2523039054,20150210T000000,1115000.0,3,2.5,4530,22873,2.0,0,2,5,8,3220,1310,1912,0,98166,47.4567,-122.369,3100,18210 +1446401540,20140916T000000,243000.0,3,1.0,1500,6600,1.0,0,0,2,6,1500,0,1970,0,98168,47.4845,-122.33,1730,6600 +9541600015,20150211T000000,660000.0,4,2.25,2010,15375,1.0,0,0,4,8,2010,0,1957,0,98005,47.5956,-122.174,1930,15375 +7352200025,20141013T000000,1190000.0,2,1.75,2080,8112,1.0,1,4,4,8,1040,1040,1939,1984,98125,47.7134,-122.277,2030,8408 +853600150,20140524T000000,1680000.0,4,4.25,5584,68257,2.0,0,0,3,11,5584,0,1998,0,98014,47.6113,-121.952,5030,101901 +9208900037,20140919T000000,6885000.0,6,7.75,9890,31374,2.0,0,4,3,13,8860,1030,2001,0,98039,47.6305,-122.24,4540,42730 +7853230720,20140910T000000,368000.0,3,2.5,2080,4307,2.0,0,0,3,7,2080,0,2004,0,98065,47.53,-121.848,2080,4947 +8562750220,20141120T000000,811500.0,5,4.25,3970,4500,2.0,0,0,3,9,2860,1110,2004,0,98027,47.5402,-122.069,3480,4500 +3995700325,20140604T000000,275000.0,2,1.0,770,8149,1.0,0,0,5,6,770,0,1948,0,98155,47.7406,-122.302,770,8150 +2387400120,20140929T000000,650000.0,4,2.5,2500,6005,2.0,0,0,3,9,2500,0,2001,0,98033,47.6922,-122.174,2680,7200 +822039146,20150219T000000,485000.0,3,2.0,2410,50654,1.5,0,0,3,7,2410,0,1995,0,98070,47.4154,-122.458,1900,36300 +1925069183,20140815T000000,425000.0,3,2.5,1340,10018,1.0,0,0,4,7,1340,0,1976,0,98052,47.6366,-122.094,2520,13068 +6205500580,20141210T000000,530000.0,3,2.5,2640,13775,1.0,0,0,3,8,1550,1090,1978,0,98005,47.5875,-122.177,2120,12432 +8835400805,20140522T000000,657000.0,4,1.75,2740,8520,1.0,0,2,3,8,1370,1370,1954,0,98118,47.5445,-122.263,2740,9286 +1518000230,20141231T000000,315000.0,4,2.75,1580,3770,1.0,0,0,3,7,1080,500,2002,0,98019,47.7368,-121.968,1740,3800 +4053200410,20140513T000000,273000.0,4,1.5,2180,22870,1.0,0,0,4,6,1280,900,1954,1975,98042,47.3187,-122.081,2420,22614 +2141300620,20140915T000000,550000.0,3,2.75,1960,13252,1.0,0,0,5,8,1240,720,1975,0,98006,47.5582,-122.139,2040,9866 +3278602170,20141215T000000,347000.0,2,2.25,1560,1705,2.0,0,0,3,8,1270,290,2006,0,98126,47.5482,-122.374,1560,1758 +3876310300,20140606T000000,525000.0,5,2.75,2440,8000,1.0,0,0,4,7,1240,1200,1972,0,98034,47.7283,-122.17,1780,8391 +8141200027,20140925T000000,490000.0,3,1.5,990,1343,2.0,0,0,3,8,840,150,2007,0,98112,47.6236,-122.306,1350,2521 +3034200543,20141229T000000,500000.0,3,2.25,2210,7916,2.0,0,0,3,8,2210,0,1978,0,98133,47.7175,-122.339,1450,7955 +7787050180,20150128T000000,585000.0,3,2.75,3080,7282,2.0,0,0,3,9,3080,0,2008,0,98059,47.4826,-122.149,3080,7274 +3760500475,20141106T000000,926500.0,4,2.75,2900,17802,1.0,0,2,3,9,1750,1150,1981,0,98034,47.7004,-122.229,2900,15720 +9301301145,20141024T000000,465000.0,1,1.0,1020,3200,1.0,0,0,3,7,1020,0,1927,0,98109,47.6361,-122.343,1670,3480 +5615100330,20150327T000000,200000.0,4,2.0,1900,8160,1.0,0,0,3,7,1900,0,1975,0,98022,47.2114,-121.986,1280,6532 +4139500410,20150126T000000,1680000.0,6,4.75,5770,16747,2.0,0,3,3,12,4500,1270,1998,0,98006,47.5512,-122.11,4470,14571 +722039087,20140923T000000,220500.0,2,1.0,990,57499,1.0,0,0,2,6,990,0,1949,0,98070,47.4145,-122.463,2090,27442 +722039087,20150504T000000,329000.0,2,1.0,990,57499,1.0,0,0,2,6,990,0,1949,0,98070,47.4145,-122.463,2090,27442 +8129700644,20140703T000000,715000.0,3,4.0,2080,2250,3.0,0,4,3,8,2080,0,1997,0,98103,47.6598,-122.355,2080,2250 +8129700644,20150424T000000,780000.0,3,4.0,2080,2250,3.0,0,4,3,8,2080,0,1997,0,98103,47.6598,-122.355,2080,2250 +4443800385,20140818T000000,410000.0,2,1.0,1480,4080,1.0,0,0,3,7,1050,430,1949,0,98117,47.6842,-122.393,1310,4080 +4443800385,20150506T000000,778100.0,2,1.0,1480,4080,1.0,0,0,3,7,1050,430,1949,0,98117,47.6842,-122.393,1310,4080 +7405700015,20150330T000000,406000.0,3,1.0,1090,11292,1.0,0,0,4,7,1090,0,1952,0,98133,47.7429,-122.358,1570,8198 +2780400035,20140505T000000,665000.0,4,2.5,2800,5900,1.0,0,0,3,8,1660,1140,1963,0,98115,47.6809,-122.286,2580,5900 +5562100325,20141125T000000,305000.0,2,1.0,1000,8212,1.0,0,0,4,7,1000,0,1947,0,98133,47.7444,-122.341,1620,8214 +7437101030,20140822T000000,265000.0,3,2.5,1640,7668,2.0,0,0,3,7,1640,0,1991,0,98038,47.3505,-122.027,1850,7200 +3856904610,20141002T000000,485000.0,4,1.0,1620,4080,1.5,0,0,3,7,1620,0,1923,0,98105,47.6696,-122.324,1760,4080 +1423069095,20140507T000000,600000.0,3,2.5,2460,108900,1.0,0,0,4,9,1860,600,1977,0,98027,47.4824,-122.0,2870,102366 +2523400205,20150421T000000,510000.0,2,1.5,1860,5100,1.0,0,0,3,7,1060,800,1940,0,98136,47.5573,-122.392,1710,5100 +3530420110,20140521T000000,195000.0,2,1.0,1080,3899,1.0,0,0,4,8,1080,0,1972,0,98198,47.3792,-122.321,1090,3899 +6046401030,20140528T000000,432500.0,3,1.75,1980,5100,1.0,0,0,3,7,1270,710,1965,0,98103,47.6911,-122.347,1400,5100 +8563000770,20141210T000000,490000.0,3,1.75,1510,8433,1.0,0,0,4,7,1220,290,1967,0,98008,47.6226,-122.103,1950,8199 +2215900180,20140711T000000,270000.0,3,2.5,1690,7165,2.0,0,0,4,7,1690,0,1992,0,98038,47.3498,-122.058,1410,8590 +2771602450,20140826T000000,370000.0,2,1.5,1010,2102,2.0,0,0,3,7,1010,0,1984,0,98119,47.6374,-122.375,1480,2632 +722059233,20141215T000000,327500.0,3,2.5,2090,12027,2.0,0,0,3,8,2090,0,1991,0,98031,47.4084,-122.213,2090,12666 +1257201095,20150323T000000,826000.0,2,1.0,1060,6120,1.0,0,0,3,7,1060,0,1908,0,98103,47.6739,-122.329,1730,4080 +4391600035,20140701T000000,510000.0,3,1.75,1750,7020,2.0,0,0,3,7,1750,0,1934,1978,98010,47.3264,-122.038,1170,9546 +625049310,20150311T000000,587750.0,2,1.0,890,4730,1.0,0,0,3,7,890,0,1941,0,98103,47.6876,-122.341,1330,5904 +424059100,20150327T000000,449228.0,5,2.5,3020,24750,1.0,0,0,3,8,1650,1370,1965,0,98005,47.5897,-122.179,2930,16062 +1422029138,20140902T000000,565000.0,3,2.5,2030,217805,1.0,0,0,3,9,2030,0,1999,0,98070,47.3942,-122.515,1870,109468 +2723069146,20150424T000000,660000.0,4,2.5,3170,186436,2.0,0,0,3,9,3170,0,2000,0,98038,47.4475,-122.034,3250,215186 +5112800042,20141203T000000,400000.0,5,2.75,2470,19200,1.0,0,0,5,8,1250,1220,1977,0,98058,47.4496,-122.083,2140,35140 +579002870,20140506T000000,612500.0,4,2.0,2060,5000,1.0,0,0,3,7,1030,1030,1949,2013,98117,47.6992,-122.379,1280,5000 +2461900790,20150313T000000,560000.0,4,1.75,2120,6250,1.0,0,0,5,7,1060,1060,1917,0,98136,47.5506,-122.385,1410,6250 +6788200360,20140903T000000,727000.0,3,2.25,2180,4200,1.5,0,0,5,8,1520,660,1939,0,98112,47.6412,-122.302,1850,4200 +1018000110,20150423T000000,224000.0,4,3.0,2300,7609,2.0,0,0,4,7,2300,0,1976,0,98002,47.2943,-122.227,940,5937 +7701960720,20141017T000000,1080000.0,4,2.5,4200,35267,2.0,0,0,3,11,4200,0,1990,0,98077,47.7108,-122.071,3540,22234 +9477201530,20150423T000000,439000.0,3,2.25,1480,7565,1.0,0,0,3,7,1220,260,1977,0,98034,47.7288,-122.191,1660,7565 +1821069072,20140508T000000,335000.0,3,1.5,2240,87625,1.5,0,0,2,7,1480,760,1980,0,98092,47.3043,-122.094,1920,110206 +5035300572,20141016T000000,779000.0,4,1.5,2740,4912,1.0,0,0,4,8,1370,1370,1937,0,98199,47.6523,-122.412,2160,5006 +1023089019,20140730T000000,452000.0,5,1.75,1830,47916,1.5,0,0,3,6,1830,0,1948,0,98045,47.4881,-121.777,2010,13135 +2710600015,20150327T000000,775000.0,4,3.0,2000,5304,1.5,0,0,4,7,2000,0,1947,0,98115,47.6762,-122.285,1670,5304 +1502400300,20140916T000000,235000.0,3,1.75,1380,8362,1.0,0,0,3,7,1380,0,1967,0,98003,47.3121,-122.323,1380,8800 +4045700115,20141028T000000,370000.0,3,1.75,1620,37913,2.0,0,0,4,7,1620,0,1953,1975,98001,47.2875,-122.289,2190,21518 +7504010590,20141114T000000,790000.0,4,3.0,3180,12070,2.0,0,0,4,9,3180,0,1976,0,98074,47.6371,-122.058,3110,12600 +4389200610,20141201T000000,903000.0,2,1.5,1140,7800,1.0,0,0,4,6,1140,0,1947,0,98004,47.6142,-122.209,2020,7800 +1321039076,20140627T000000,209950.0,3,1.0,970,9583,1.0,0,0,4,6,970,0,1967,0,98023,47.3044,-122.366,970,7875 +4123800180,20140827T000000,309000.0,3,2.5,1780,7859,2.0,0,0,3,7,1780,0,1988,0,98038,47.3772,-122.045,1670,6618 +6415100410,20140609T000000,440000.0,3,1.75,2240,8153,1.0,0,0,3,7,1120,1120,1948,0,98125,47.7303,-122.329,1710,8100 +4420600015,20141006T000000,571500.0,4,2.25,2810,25990,2.0,0,0,3,8,1860,950,1959,0,98001,47.2993,-122.293,2020,16140 +3856901880,20140815T000000,514000.0,2,1.0,920,4000,1.0,0,0,4,7,920,0,1906,0,98105,47.6711,-122.328,1300,4000 +3878900395,20140728T000000,323000.0,3,1.75,1830,12500,1.0,0,1,3,7,1200,630,1947,0,98178,47.5087,-122.25,1830,7300 +9183701345,20141103T000000,290000.0,2,1.75,1560,7575,1.0,0,0,3,8,1560,0,2002,0,98030,47.3776,-122.228,2050,9000 +7768700300,20141205T000000,2575000.0,4,4.25,5540,15408,2.0,0,1,3,11,4280,1260,2006,0,98004,47.6071,-122.212,3570,14750 +3536900110,20141009T000000,1362500.0,3,2.0,2310,21318,1.0,0,0,3,10,2310,0,1979,1996,98004,47.6381,-122.224,2950,21814 +7518503830,20140723T000000,551000.0,4,1.5,1470,5100,1.5,0,0,3,7,1470,0,1946,0,98117,47.6769,-122.381,1470,5100 +2125059161,20141023T000000,960000.0,4,2.5,3430,43560,1.5,0,2,5,10,3430,0,1979,0,98005,47.6426,-122.18,3700,44431 +2597520720,20141103T000000,720000.0,5,2.5,2900,9525,2.0,0,0,3,9,2900,0,1989,0,98006,47.5442,-122.138,2910,11854 +109200730,20140506T000000,218000.0,3,1.75,1850,7684,1.0,0,0,3,8,1320,530,1979,0,98023,47.2975,-122.37,1940,7630 +2621750110,20141223T000000,334950.0,4,2.5,2190,7000,2.0,0,0,3,8,2190,0,1997,0,98042,47.3718,-122.109,2040,7700 +8644400040,20140729T000000,605000.0,4,2.25,2510,31584,2.0,0,0,4,9,2510,0,1979,0,98074,47.6153,-122.054,2510,39221 +4237901345,20141217T000000,825000.0,4,3.25,3200,4477,2.0,0,0,3,9,2390,810,2006,0,98199,47.664,-122.402,1830,4920 +8731982250,20140812T000000,268500.0,4,1.75,1670,8000,1.0,0,0,4,8,1670,0,1974,0,98023,47.3193,-122.383,1720,8000 +7942100180,20140627T000000,230000.0,3,1.75,1010,9600,1.0,0,0,5,7,1010,0,1969,0,98042,47.3828,-122.09,1320,9600 +3324079089,20141121T000000,1335000.0,4,4.0,5050,202554,2.0,0,0,3,10,3260,1790,2000,0,98027,47.5269,-121.922,3370,213444 +7147800015,20150401T000000,245500.0,2,1.5,1430,9782,1.0,0,0,3,7,1430,0,1955,0,98188,47.441,-122.282,1430,9828 +2826049023,20140729T000000,440000.0,3,2.25,1880,7989,1.0,0,0,3,7,1280,600,1982,0,98125,47.7077,-122.299,1820,7414 +3905081530,20141007T000000,571500.0,4,2.75,2180,5799,2.0,0,0,4,8,2180,0,1993,0,98029,47.5702,-121.995,2060,6061 +9543000945,20150427T000000,182500.0,3,2.25,1830,4744,2.0,0,0,3,7,1830,0,1997,0,98001,47.2734,-122.248,1670,8001 +402000145,20141028T000000,217000.0,2,1.0,970,5600,1.0,0,0,3,6,970,0,1951,0,98118,47.5297,-122.277,1020,5600 +4364200015,20150109T000000,335000.0,2,1.5,1170,5248,1.0,0,0,5,6,1170,0,1941,0,98126,47.5318,-122.374,1170,5120 +2979800845,20140524T000000,501000.0,2,1.0,1010,4320,1.0,0,0,5,7,1010,0,1924,0,98115,47.6846,-122.317,1680,4320 +7230900120,20141027T000000,339950.0,3,2.5,2140,7641,1.0,0,0,3,8,1290,850,1979,0,98056,47.5053,-122.186,2090,8000 +5018200155,20150121T000000,340000.0,3,1.75,2230,10403,1.0,0,0,3,8,1630,600,1968,0,98198,47.4092,-122.295,1730,9450 +6743700317,20150204T000000,582500.0,2,1.0,1140,23779,1.5,0,0,3,6,1140,0,1966,0,98033,47.6948,-122.172,2940,8417 +3738900035,20140825T000000,298800.0,2,1.0,860,8189,1.0,0,0,3,6,860,0,1948,0,98155,47.735,-122.306,1180,8189 +1328300040,20150312T000000,317500.0,6,1.75,2540,8400,1.0,0,0,3,8,1340,1200,1977,0,98058,47.4414,-122.129,1900,7695 +952000495,20150402T000000,598000.0,4,2.5,2420,5118,1.5,0,2,5,7,1550,870,1926,0,98126,47.5671,-122.378,1740,5750 +7996700220,20150430T000000,375000.0,2,2.25,1640,2240,2.0,0,0,3,8,1640,0,1980,0,98133,47.7154,-122.341,1640,2240 +7972601445,20150116T000000,465000.0,4,2.25,2550,7650,2.0,0,2,4,9,2550,0,1996,0,98106,47.5296,-122.342,2550,7650 +3751601785,20150225T000000,551870.0,3,2.5,2507,18400,2.0,0,0,3,8,2507,0,2006,0,98001,47.2867,-122.27,1520,14709 +7212650650,20140508T000000,295000.0,3,2.5,1920,7229,2.0,0,0,3,8,1920,0,1993,0,98003,47.2659,-122.31,2310,8009 +2413300730,20140924T000000,263500.0,4,1.75,2210,6375,1.0,0,0,3,8,1640,570,1977,0,98003,47.3268,-122.328,2070,7210 +8127700735,20140616T000000,1095000.0,4,4.0,3530,8400,2.0,0,0,5,8,2630,900,1958,0,98199,47.6402,-122.395,2340,8216 +2113701080,20141112T000000,300000.0,2,1.0,1100,4010,1.5,0,0,5,6,1100,0,1920,0,98106,47.5296,-122.351,980,4501 +5700000120,20140722T000000,780000.0,4,1.0,3390,4500,1.5,0,0,3,8,2190,1200,1924,2014,98144,47.5824,-122.293,2030,4872 +3172600031,20150327T000000,325000.0,3,1.5,1590,7936,1.0,0,0,3,7,1590,0,1956,0,98106,47.5201,-122.366,1590,7936 +66000265,20140807T000000,370000.0,2,1.0,820,6550,1.0,0,0,3,7,820,0,1949,2012,98126,47.5478,-122.381,1640,6550 +4045800040,20140725T000000,715000.0,4,2.5,2370,10000,1.0,0,0,5,8,1660,710,1974,0,98052,47.6383,-122.099,2480,9875 +1430800100,20150116T000000,356000.0,4,2.0,1600,12500,1.0,0,0,5,7,1600,0,1938,0,98166,47.4713,-122.355,1260,8306 +2473411240,20150324T000000,329950.0,4,1.75,1740,7208,1.5,0,0,3,8,1740,0,1976,0,98058,47.4483,-122.13,1680,7350 +2877100985,20140623T000000,490000.0,3,2.25,1470,2500,2.0,0,0,3,8,1080,390,1984,0,98117,47.6762,-122.36,1640,4300 +4310701575,20140610T000000,429000.0,3,3.25,1410,1246,3.0,0,0,3,8,1410,0,2005,0,98103,47.6981,-122.34,1410,1253 +7715801030,20150331T000000,510000.0,4,2.5,1620,8125,2.0,0,0,4,7,1620,0,1983,0,98074,47.6255,-122.059,1480,8120 +7202331050,20140924T000000,550000.0,3,2.5,2360,4080,2.0,0,0,3,7,2360,0,2003,0,98053,47.6825,-122.038,2290,4080 +8820903555,20150105T000000,467500.0,3,1.0,1830,6453,1.0,0,0,4,7,1830,0,1956,0,98125,47.7139,-122.288,1670,8012 +5708500315,20140623T000000,615000.0,5,2.0,2130,4180,1.5,0,0,5,7,1270,860,1926,0,98116,47.575,-122.388,1710,4180 +526059103,20141013T000000,325000.0,2,1.0,990,15120,1.0,0,0,4,6,990,0,1953,0,98011,47.7669,-122.206,1300,11500 +1352300315,20140808T000000,219950.0,2,1.0,1010,4120,2.0,0,0,3,6,1010,0,1907,1953,98055,47.488,-122.2,1200,4120 +3307700150,20150413T000000,950000.0,3,1.0,1720,9830,1.0,0,0,4,7,1720,0,1946,0,98040,47.5905,-122.245,3200,8923 +809001400,20140922T000000,925000.0,3,1.0,1630,3200,1.5,0,0,4,8,1630,0,1912,0,98109,47.6351,-122.352,1710,3600 +6123600090,20140519T000000,251200.0,4,1.5,1310,8250,1.0,0,0,3,7,1060,250,1953,0,98148,47.425,-122.332,1260,8255 +8651401720,20140918T000000,215000.0,3,1.5,1610,5304,1.0,0,0,4,6,1610,0,1968,0,98042,47.3632,-122.087,1060,5304 +6386700110,20140805T000000,245000.0,3,2.0,1850,8208,1.0,0,0,4,7,1180,670,1970,0,98023,47.3109,-122.362,1790,8174 +8100900115,20150206T000000,259000.0,3,1.75,1270,4815,1.5,0,0,3,6,980,290,1922,0,98108,47.5495,-122.31,1270,6431 +7549801395,20141113T000000,349950.0,4,1.5,1420,6720,1.5,0,0,3,7,1420,0,1925,0,98108,47.5518,-122.311,1560,5600 +226059096,20141118T000000,1565000.0,5,4.5,5220,67319,2.0,0,0,3,11,5220,0,2001,0,98072,47.7666,-122.128,4190,40609 +6021502070,20150508T000000,600000.0,2,1.0,1410,4500,1.0,0,0,3,7,1020,390,1939,0,98117,47.6883,-122.384,1300,4500 +2767603608,20141002T000000,405000.0,2,1.5,1170,1274,3.0,0,0,3,8,1170,0,2001,0,98107,47.6719,-122.381,1290,1308 +425059103,20141202T000000,625000.0,3,2.5,1860,10027,2.0,0,0,3,8,1860,0,1993,0,98033,47.6775,-122.165,1530,9204 +1624079057,20140717T000000,430000.0,4,1.0,1620,37075,1.5,0,0,3,7,1620,0,1943,0,98024,47.5654,-121.929,2190,87117 +1931300688,20150429T000000,533000.0,3,3.0,1280,1085,3.0,0,0,3,8,1280,0,2004,0,98103,47.6569,-122.346,1300,1310 +7732650120,20140728T000000,1050000.0,4,2.5,2750,9949,2.0,0,0,3,10,2750,0,1999,0,98007,47.6595,-122.147,2750,9860 +179001425,20141024T000000,230000.0,3,1.75,1420,3000,1.0,0,0,3,5,710,710,1931,2014,98178,47.4928,-122.274,1960,5000 +5469300330,20140905T000000,275000.0,4,1.75,2000,8700,1.0,0,0,5,7,1010,990,1975,0,98042,47.374,-122.141,1490,7350 +3678900110,20140610T000000,403000.0,2,1.0,1100,3598,1.0,0,0,4,7,1100,0,1926,0,98144,47.5738,-122.313,1240,3598 +3388300730,20140910T000000,550388.0,3,3.0,1720,70567,1.0,0,2,5,7,1720,0,1966,0,98027,47.4936,-122.069,2740,70567 +4037600115,20140922T000000,415500.0,3,1.5,1240,12400,1.0,0,0,3,7,1240,0,1958,0,98007,47.607,-122.132,1640,9600 +4083302485,20150420T000000,913000.0,3,1.75,2170,4000,1.0,0,0,4,7,1110,1060,1925,0,98103,47.6546,-122.337,1890,4000 +7857000716,20150313T000000,334998.0,2,1.0,1800,5182,1.0,0,0,3,6,900,900,1942,0,98108,47.5508,-122.3,1570,5876 +8857600490,20140509T000000,201500.0,3,1.0,1160,8320,1.0,0,0,4,7,1160,0,1959,0,98032,47.3831,-122.288,1480,7800 +925069100,20150327T000000,820000.0,3,2.5,3030,46538,2.0,0,0,3,10,3030,0,1997,0,98053,47.664,-122.041,3370,51450 +4077800518,20140611T000000,371000.0,3,1.0,890,7200,1.0,0,0,3,7,890,0,1951,0,98125,47.71,-122.286,1630,7455 +2212200100,20141022T000000,229950.0,4,2.5,2150,7670,1.0,0,0,5,7,1240,910,1976,0,98031,47.3942,-122.189,1610,7350 +2212200100,20150422T000000,344900.0,4,2.5,2150,7670,1.0,0,0,5,7,1240,910,1976,0,98031,47.3942,-122.189,1610,7350 +5100403876,20140820T000000,840000.0,3,2.5,2060,9715,2.0,0,0,3,8,2060,0,1924,2006,98115,47.6961,-122.316,1240,7072 +821049191,20140916T000000,285000.0,3,1.5,1380,12196,1.0,0,0,4,7,1380,0,1967,0,98003,47.3204,-122.322,1600,10720 +126039599,20150326T000000,475000.0,4,2.25,1800,7200,1.0,0,0,3,7,1230,570,1979,0,98177,47.7717,-122.376,2260,7498 +1218000195,20150303T000000,420000.0,2,1.0,1460,7832,1.0,0,0,3,6,1460,0,1924,0,98166,47.4617,-122.346,1460,7632 +9287800375,20141030T000000,685000.0,3,2.0,2210,5000,1.5,0,2,3,7,1710,500,1909,0,98103,47.6754,-122.357,1920,5000 +926069140,20140721T000000,879000.0,4,3.0,3590,89640,2.0,0,0,3,10,3590,0,2005,0,98077,47.7557,-122.036,2790,54014 +2407000145,20150120T000000,197200.0,3,1.0,1140,8775,1.0,0,0,3,6,990,150,1942,0,98146,47.4824,-122.336,1300,8775 +452001280,20140703T000000,529950.0,3,1.0,1240,5000,1.5,0,0,5,7,1240,0,1909,0,98107,47.6755,-122.367,1240,4900 +425069020,20140505T000000,1090000.0,4,2.5,4340,141570,2.5,0,0,3,11,4340,0,1992,0,98053,47.6805,-122.048,2720,97138 +4232901120,20140520T000000,792000.0,3,1.5,1570,1050,2.0,0,0,3,8,1570,0,1915,0,98109,47.6358,-122.356,2070,3600 +4233400490,20140820T000000,262000.0,3,2.5,1680,10300,2.0,0,0,4,7,1680,0,1994,0,98010,47.314,-122.001,1680,9849 +4302201005,20141007T000000,353900.0,3,1.75,1560,5760,1.0,0,0,5,6,780,780,1927,0,98106,47.5272,-122.359,1320,7680 +2026079055,20140818T000000,380000.0,1,1.5,1200,44866,1.5,0,0,3,7,1200,0,1983,0,98019,47.7205,-121.93,1480,67082 +5104510120,20150327T000000,305000.0,3,2.5,1690,5175,2.0,0,0,3,7,1690,0,2002,0,98038,47.3564,-122.016,1830,5175 +7857003851,20150420T000000,440000.0,4,2.0,2310,5004,1.0,0,0,3,7,1430,880,1994,0,98108,47.5471,-122.298,1630,5060 +1257202430,20140617T000000,1008000.0,4,3.5,2650,3060,2.0,0,0,3,9,2060,590,2001,0,98103,47.6735,-122.332,1470,3060 +5104511530,20140919T000000,549900.0,5,3.0,3610,7555,2.0,0,0,3,8,3610,0,2003,0,98038,47.3534,-122.012,3610,7979 +522069111,20150127T000000,678500.0,4,3.0,2620,214750,2.0,0,0,3,8,2620,0,1992,0,98058,47.4239,-122.068,2060,212137 +5379804537,20140826T000000,270000.0,3,2.25,1760,8287,1.0,0,0,3,7,1160,600,1986,0,98188,47.4501,-122.274,1290,9587 +3034200410,20150330T000000,430000.0,3,1.0,940,12521,1.5,0,0,4,7,940,0,1949,0,98133,47.7169,-122.331,1920,9046 +5700003630,20140630T000000,1925000.0,5,4.25,4830,8050,2.5,0,2,4,11,3710,1120,1914,0,98144,47.5789,-122.286,4470,9194 +7203220410,20140813T000000,790500.0,4,2.75,3350,5416,2.0,0,0,3,9,3350,0,2014,0,98053,47.6849,-122.016,3625,5637 +2426049168,20141017T000000,447450.0,3,2.25,1570,7200,2.0,0,0,3,8,1570,0,1991,0,98034,47.7332,-122.232,1620,7318 +9828701565,20150209T000000,375000.0,3,2.0,2240,5200,1.0,0,0,3,7,1630,610,1954,0,98112,47.6191,-122.296,1470,3775 +259600620,20150206T000000,565000.0,4,2.0,1950,9940,1.0,0,0,4,7,1950,0,1963,0,98008,47.6332,-122.118,1920,9270 +5312100040,20150423T000000,400000.0,2,1.0,1010,3916,1.0,0,2,4,6,810,200,1918,0,98144,47.5728,-122.306,1580,3888 +1938400040,20150220T000000,246000.0,3,1.5,1630,10200,1.0,0,0,4,8,1300,330,1976,0,98023,47.3155,-122.364,1960,6700 +6632900405,20141029T000000,329922.0,3,1.75,1420,6289,1.0,0,0,3,7,1100,320,1967,0,98155,47.7398,-122.314,1460,7402 +2125059123,20150414T000000,1249000.0,5,3.25,3950,44431,1.0,0,0,3,10,2100,1850,1969,0,98005,47.6451,-122.173,3860,45870 +6411600113,20150420T000000,375000.0,3,1.0,1210,7425,1.0,0,0,4,6,1210,0,1910,0,98133,47.7125,-122.33,1260,7425 +6381500035,20140508T000000,385000.0,3,1.75,1890,9920,1.0,0,0,3,7,1230,660,1944,0,98125,47.7327,-122.306,1380,9086 +7518500985,20140903T000000,591500.0,4,2.5,1690,4080,1.5,0,0,4,7,1140,550,1912,0,98117,47.6825,-122.379,1600,4590 +5149800040,20140918T000000,255000.0,4,2.0,2560,12155,1.0,0,0,4,7,1350,1210,1960,0,98003,47.3326,-122.323,1790,11906 +3211000930,20150316T000000,275000.0,3,1.5,1350,7800,1.0,0,0,3,7,1350,0,1959,0,98059,47.4805,-122.158,1510,8040 +1853081250,20141229T000000,800000.0,4,2.75,3120,5000,2.0,0,0,3,9,3120,0,2010,0,98074,47.594,-122.062,3200,5000 +6632300040,20150425T000000,327000.0,2,1.0,1140,7435,1.0,0,0,3,7,1140,0,1952,1990,98125,47.73,-122.31,1320,9385 +6117501755,20141230T000000,355000.0,4,1.5,2230,11536,1.0,0,1,4,7,1220,1010,1954,0,98166,47.4409,-122.348,2170,12465 +6163900411,20141003T000000,310000.0,2,1.0,1050,8220,1.0,0,0,4,6,780,270,1947,0,98155,47.7598,-122.316,1340,7651 +1924069039,20140519T000000,869000.0,5,3.25,4180,49222,2.0,0,0,4,8,2880,1300,1979,0,98027,47.5488,-122.094,3170,8029 +4058801065,20140808T000000,272000.0,3,2.0,1200,5700,1.0,0,0,5,7,1200,0,1942,0,98178,47.5031,-122.242,1190,6384 +1223089038,20140711T000000,665000.0,5,2.25,3320,60984,2.0,0,0,3,9,3320,0,2000,0,98045,47.4862,-121.718,1580,55322 +5420800090,20141117T000000,225000.0,3,2.5,1590,8449,2.0,0,0,3,7,1590,0,1989,0,98030,47.3493,-122.177,1750,7172 +2591720360,20141226T000000,375000.0,3,2.5,2750,37096,2.0,0,0,3,9,2750,0,1989,0,98038,47.3732,-122.023,2700,40091 +9286750100,20140610T000000,375500.0,3,1.5,1530,7200,1.0,0,0,3,8,1530,0,1975,0,98155,47.7691,-122.297,2150,7216 +2392100090,20150402T000000,550000.0,3,1.75,1570,6500,1.0,0,0,3,7,920,650,1948,0,98116,47.565,-122.398,1570,5750 +4302201085,20140918T000000,248000.0,3,1.0,1470,7680,1.0,0,0,3,7,1220,250,1946,0,98106,47.5276,-122.359,1470,6784 +4302201085,20150506T000000,546940.0,3,1.0,1470,7680,1.0,0,0,3,7,1220,250,1946,0,98106,47.5276,-122.359,1470,6784 +7215730580,20140902T000000,680000.0,4,3.0,3150,6175,2.0,0,0,3,9,3150,0,2001,0,98075,47.5968,-122.017,3150,6986 +2095500120,20140718T000000,350000.0,4,2.5,2380,6124,2.0,0,0,3,8,2380,0,1997,0,98030,47.3662,-122.175,2170,6097 +136000220,20150325T000000,593000.0,2,2.5,2000,2500,3.0,0,1,3,8,1810,190,1994,0,98116,47.5788,-122.396,1970,5650 +3834000720,20150319T000000,390000.0,2,1.0,1140,8147,1.0,0,0,3,7,1140,0,1958,0,98125,47.7278,-122.289,1260,8148 +3523029077,20141007T000000,297000.0,3,1.0,1340,18000,1.0,0,0,4,7,1340,0,1924,0,98070,47.4443,-122.509,1660,196591 +42000065,20150305T000000,355000.0,2,1.0,1450,9150,1.0,0,0,4,7,1450,0,1965,0,98188,47.4689,-122.277,1440,10636 +3275330120,20140814T000000,309900.0,3,2.5,2020,26670,2.0,0,0,3,7,2020,0,1987,0,98003,47.2597,-122.31,1680,10939 +2312400230,20140924T000000,257000.0,3,2.25,1810,12000,2.0,0,0,3,7,1810,0,1992,0,98003,47.3476,-122.3,1720,9916 +3472800065,20140826T000000,1698000.0,4,3.0,3600,9687,2.0,0,0,4,9,3600,0,1959,1995,98004,47.6257,-122.208,2620,10400 +7518501140,20150113T000000,300000.0,3,2.0,1260,2550,2.0,0,0,3,7,1260,0,1987,0,98117,47.6821,-122.378,1590,3825 +9126100815,20141217T000000,500000.0,3,2.0,1560,1156,3.0,0,0,3,8,1560,0,2014,0,98122,47.605,-122.304,1560,1728 +2769600590,20141016T000000,900000.0,8,4.0,4020,7500,1.0,0,0,3,8,2010,2010,1968,0,98107,47.6732,-122.363,1560,3737 +7215730040,20140515T000000,695000.0,4,3.0,3150,9130,2.0,0,0,3,9,3150,0,2001,0,98075,47.5974,-122.017,2970,6228 +8155760040,20141218T000000,213400.0,4,2.5,1680,6655,2.0,0,0,3,7,1680,0,2001,0,98030,47.3867,-122.191,1680,6982 +1376800220,20140709T000000,425000.0,2,1.0,1320,8830,1.0,0,0,3,7,1020,300,1939,0,98199,47.6433,-122.404,1620,8531 +3623059101,20140811T000000,420000.0,3,3.0,2700,47050,2.0,0,0,4,9,1570,1130,1986,0,98058,47.4446,-122.104,2260,45901 +7010701016,20150209T000000,411000.0,1,1.0,1080,5000,1.5,0,0,3,7,1080,0,1948,0,98199,47.6603,-122.394,1620,4000 +1025069210,20150209T000000,762500.0,4,2.25,3130,41382,2.0,0,0,3,9,3130,0,1986,0,98053,47.6683,-122.034,3130,54886 +721049096,20140527T000000,569950.0,5,4.5,4850,40902,2.0,0,0,3,10,4850,0,2001,0,98023,47.3181,-122.344,1640,13503 +7347600210,20150424T000000,258000.0,4,1.0,1220,8500,1.5,0,0,5,6,1220,0,1916,0,98168,47.4792,-122.277,1460,8500 +3630030180,20150224T000000,499000.0,3,2.25,1780,3665,2.0,0,0,3,8,1780,0,2004,0,98029,47.5495,-121.997,1770,3669 +9353300820,20150511T000000,310000.0,3,1.0,1250,10723,1.0,0,0,4,7,1250,0,1961,0,98059,47.4894,-122.135,1520,10723 +4310702876,20141103T000000,398500.0,2,2.5,1780,1311,3.0,0,0,3,8,1350,430,2005,0,98103,47.6962,-122.34,1390,1227 +5647900120,20140613T000000,250600.0,4,2.5,1930,8660,1.0,0,0,3,7,1120,810,1981,0,98001,47.3261,-122.26,1830,9591 +4123800580,20140812T000000,352000.0,4,2.5,2470,6116,1.0,0,0,3,7,1420,1050,1985,0,98038,47.3792,-122.047,1670,7627 +6169901006,20140715T000000,600000.0,2,1.0,1180,2160,1.0,0,1,3,7,940,240,1909,0,98119,47.6313,-122.368,2700,5400 +3735901080,20150324T000000,645000.0,3,1.0,2270,4182,1.0,0,0,4,7,1170,1100,1946,0,98115,47.688,-122.32,1860,4080 +5104520620,20140724T000000,291500.0,4,2.5,1770,5000,2.0,0,0,3,7,1770,0,2004,0,98038,47.3503,-122.005,2080,5100 +2422049107,20140508T000000,350000.0,4,1.75,2250,13515,1.0,0,0,4,8,2150,100,1940,0,98030,47.3789,-122.229,2150,12508 +3260700360,20140919T000000,279000.0,3,2.5,1540,7280,1.0,0,0,3,7,1080,460,1974,0,98003,47.3102,-122.322,1220,6440 +1862400057,20150304T000000,320000.0,2,1.0,820,5400,1.0,0,0,3,6,820,0,1940,0,98117,47.6976,-122.375,1370,5632 +8682262720,20150310T000000,495000.0,2,2.0,1580,5203,1.0,0,0,3,8,1580,0,2004,0,98053,47.7174,-122.032,1560,4770 +3183110180,20140828T000000,490000.0,4,2.5,2430,42646,1.0,0,0,3,7,1450,980,1989,0,98014,47.6164,-121.953,2000,38159 +7986400360,20140717T000000,770000.0,5,1.5,2160,5000,1.5,0,2,4,8,2160,0,1926,0,98107,47.6645,-122.36,1450,4265 +1789900065,20140709T000000,215000.0,3,1.75,1770,29004,1.0,0,0,3,8,1770,0,1959,0,98023,47.3204,-122.364,2300,24534 +222069057,20150330T000000,665000.0,3,3.5,3580,95832,1.5,0,0,3,9,3580,0,2005,0,98038,47.4239,-122.015,2880,60548 +3822200164,20140819T000000,423500.0,3,2.25,1890,7498,1.0,0,0,3,7,1190,700,1987,0,98125,47.73,-122.297,1660,8100 +1931300665,20141009T000000,850000.0,3,3.0,1910,4800,1.5,0,0,3,9,1910,0,1900,1991,98103,47.6572,-122.346,1280,1310 +1443500385,20140513T000000,155000.0,2,1.0,910,6232,1.0,0,0,3,6,910,0,1943,0,98118,47.5328,-122.272,1070,6232 +259600410,20150413T000000,505000.0,3,2.25,1460,7210,1.0,0,0,3,7,1460,0,1963,0,98008,47.6316,-122.119,1850,7519 +3630120880,20150227T000000,780000.0,3,3.5,3310,5558,2.0,0,0,3,9,3310,0,2005,0,98029,47.5553,-122.003,3310,5270 +2822049210,20140825T000000,165000.0,3,1.5,1630,22764,1.0,0,0,3,7,1630,0,1970,0,98032,47.3611,-122.293,1620,17859 +6821100015,20140828T000000,707000.0,2,2.5,2130,5001,1.0,0,0,5,8,1330,800,1972,0,98199,47.6573,-122.399,1750,6000 +2267000458,20150501T000000,497000.0,3,2.5,1220,1475,3.0,0,0,3,8,1220,0,2000,0,98117,47.6909,-122.395,1220,1546 +2976800115,20141105T000000,349170.0,4,1.75,1670,8856,1.0,0,2,3,7,1070,600,1955,0,98178,47.5056,-122.251,1660,8088 +7436600090,20150102T000000,287000.0,4,1.5,1300,10050,1.5,0,0,3,7,1300,0,1963,0,98059,47.4899,-122.116,1730,10050 +6072800205,20141119T000000,2375000.0,4,2.5,3220,20251,1.0,0,0,3,10,3220,0,1969,0,98006,47.5692,-122.192,4200,22114 +3296000110,20140602T000000,645000.0,4,2.5,2430,14400,1.0,0,0,5,8,1670,760,1963,0,98007,47.6202,-122.138,2140,9048 +5054800110,20141016T000000,238000.0,5,2.25,2240,9652,2.0,0,0,3,7,2240,0,1990,0,98055,47.4249,-122.211,2180,11644 +5054800110,20150213T000000,328000.0,5,2.25,2240,9652,2.0,0,0,3,7,2240,0,1990,0,98055,47.4249,-122.211,2180,11644 +7443000652,20141103T000000,365000.0,2,1.5,790,1123,2.0,0,0,3,8,700,90,2003,0,98119,47.651,-122.368,1370,1281 +3995700220,20150317T000000,380000.0,3,1.0,1380,8147,1.0,0,0,4,7,1380,0,1948,0,98155,47.7407,-122.3,1360,8147 +4191400090,20150310T000000,525000.0,4,1.5,1680,10500,2.0,0,0,3,7,1680,0,1962,0,98033,47.6806,-122.166,1830,10264 +7518505070,20140625T000000,402000.0,4,2.25,2000,3672,2.0,0,0,5,7,1650,350,1926,0,98117,47.6769,-122.383,2000,5100 +9144300110,20150424T000000,308000.0,2,1.0,1680,9250,1.0,0,0,3,7,860,820,1969,0,98072,47.7618,-122.162,1590,9542 +7853301930,20141009T000000,405000.0,3,2.5,1960,6997,2.0,0,0,3,7,1960,0,2006,0,98065,47.5415,-121.887,2320,5178 +3586500770,20140923T000000,808000.0,3,1.75,2590,32380,1.0,0,0,3,8,2590,0,1951,1994,98177,47.7539,-122.37,2340,28456 +7203100730,20150210T000000,875000.0,4,3.5,3790,6874,2.5,0,0,3,9,3790,0,2010,0,98053,47.6956,-122.022,3370,6535 +8644400180,20150319T000000,860000.0,3,2.5,2370,55321,3.0,0,0,4,8,2370,0,1982,0,98074,47.6148,-122.057,2590,41553 +2071500011,20140811T000000,367500.0,4,2.25,1930,7925,1.0,0,0,3,8,1300,630,1960,0,98155,47.7626,-122.312,1930,7200 +5423600100,20140805T000000,604000.0,6,3.5,2580,13572,1.0,0,0,3,8,1290,1290,1987,0,98052,47.6796,-122.113,2020,11656 +3734900110,20150204T000000,230000.0,2,0.75,890,19703,1.0,0,0,3,6,890,0,1934,0,98045,47.4922,-121.783,1270,9800 +2126049154,20141217T000000,435000.0,4,2.75,2160,8148,1.0,0,0,3,7,1410,750,1978,0,98125,47.7261,-122.306,2060,8100 +1864700300,20141010T000000,347500.0,4,2.5,1970,7098,2.0,0,0,3,7,1970,0,2007,0,98038,47.3576,-122.058,1970,5361 +1310930100,20150318T000000,525000.0,4,1.75,1570,16697,1.0,0,2,3,7,1030,540,1981,0,98052,47.671,-122.135,1560,9698 +8103000110,20140603T000000,280000.0,2,1.5,1480,15641,1.0,0,0,4,7,1480,0,1940,0,98146,47.5008,-122.366,1520,7525 +8103000110,20150205T000000,490000.0,2,1.5,1480,15641,1.0,0,0,4,7,1480,0,1940,0,98146,47.5008,-122.366,1520,7525 +7227501765,20150323T000000,265000.0,4,1.75,1430,5490,1.0,0,0,5,6,1430,0,1942,0,98056,47.494,-122.184,1030,5900 +824069188,20140902T000000,645000.0,4,2.25,2720,18295,1.0,0,0,4,8,2000,720,1979,0,98075,47.5851,-122.073,2720,18295 +1402000210,20150427T000000,390000.0,3,2.25,2420,31497,1.0,0,0,4,8,1750,670,1964,0,98058,47.4422,-122.151,2040,30472 +5412400180,20150417T000000,267500.0,3,2.5,1400,7629,1.0,0,0,3,7,1120,280,1988,0,98030,47.3788,-122.179,1530,7688 +8894200150,20141217T000000,1275000.0,4,3.5,5844,10766,2.0,0,1,3,11,5844,0,2007,0,98023,47.3293,-122.364,3413,10766 +4037500110,20140506T000000,404000.0,4,1.75,1840,10720,1.0,0,0,3,7,960,880,1958,0,98008,47.6074,-122.125,1840,9044 +1843100540,20150429T000000,380000.0,3,2.25,2530,12042,2.0,0,0,3,8,2530,0,1989,0,98042,47.3742,-122.125,2480,10172 +7856620210,20140808T000000,812500.0,4,2.75,2810,10300,1.0,0,0,4,9,1810,1000,1978,0,98006,47.5626,-122.149,2710,9900 +425200145,20140703T000000,265000.0,3,1.0,1020,8610,1.0,0,0,5,7,1020,0,1959,0,98056,47.4974,-122.169,1070,5940 +6073300750,20140709T000000,480000.0,5,2.75,2550,7725,1.0,0,0,5,8,1390,1160,1967,0,98056,47.5388,-122.171,2450,7725 +6450301220,20140916T000000,264000.0,1,1.0,710,4725,1.0,0,0,3,6,710,0,1939,0,98133,47.7328,-122.34,900,5250 +3401700150,20150423T000000,1350000.0,5,3.0,5530,38816,1.5,0,2,3,10,5530,0,1969,1994,98072,47.7352,-122.116,3800,44417 +7200001254,20140709T000000,550000.0,4,1.75,2150,9000,1.0,0,0,4,7,1110,1040,1966,0,98052,47.6812,-122.113,2040,9000 +9828201745,20150504T000000,615000.0,2,1.5,880,2400,1.5,0,0,3,7,880,0,1929,0,98122,47.6144,-122.295,1220,4440 +9238500410,20140519T000000,464000.0,3,1.75,1630,28600,1.0,0,0,3,8,1630,0,1967,0,98072,47.7742,-122.14,2260,26000 +2587910180,20140716T000000,365000.0,3,1.0,1380,30940,2.0,0,0,3,8,1380,0,1976,0,98042,47.334,-122.106,2350,32500 +8663200450,20140715T000000,490000.0,4,2.25,2800,10800,1.0,0,0,3,8,1680,1120,1977,0,98011,47.7448,-122.177,2260,9800 +1310960220,20140626T000000,280927.0,4,2.25,2070,7350,2.0,0,0,4,8,2070,0,1977,0,98032,47.3615,-122.274,2080,7210 +396100110,20140516T000000,282613.0,2,1.0,830,6017,1.0,0,0,4,6,830,0,1954,0,98133,47.7466,-122.334,1340,6040 +7785350490,20141023T000000,675000.0,3,2.25,2770,15886,2.0,0,0,3,10,2770,0,1982,0,98177,47.7464,-122.362,3290,15886 +1795900210,20140518T000000,575550.0,4,2.5,2060,7475,1.0,0,0,3,8,1440,620,1985,0,98052,47.7272,-122.105,2280,8396 +1796370730,20140520T000000,259900.0,3,2.0,1490,7770,1.0,0,0,4,7,1490,0,1990,0,98042,47.3686,-122.09,1540,7366 +7787100210,20141209T000000,450000.0,4,2.25,2120,8267,2.0,0,0,3,8,2120,0,1996,0,98045,47.4885,-121.779,2150,7746 +1137450120,20140729T000000,487500.0,4,2.5,2810,6296,2.0,0,0,3,9,2810,0,2013,0,98059,47.5019,-122.151,2850,6140 +1921059303,20150128T000000,275000.0,4,2.25,2400,17842,2.0,0,0,4,7,2400,0,1973,0,98002,47.2866,-122.217,1610,12100 +6699000610,20140811T000000,305000.0,3,2.5,2460,5027,2.0,0,0,3,8,2460,0,2002,0,98042,47.372,-122.102,2740,5000 +3621059048,20141010T000000,395000.0,3,1.75,2030,217800,1.0,0,2,4,8,2030,0,1977,0,98092,47.2618,-122.12,2570,216057 +2620069077,20150422T000000,215000.0,3,1.0,880,7648,1.0,0,2,4,6,880,0,1940,0,98022,47.1963,-121.997,1020,7566 +3083000910,20140708T000000,410000.0,3,2.0,1320,6000,1.5,0,0,4,7,1320,0,1920,0,98144,47.5752,-122.304,1620,4000 +192600100,20140626T000000,440000.0,4,2.5,2160,7826,1.0,0,0,4,7,1390,770,1976,0,98155,47.7754,-122.276,2190,9900 +5608010750,20140829T000000,1160000.0,4,3.5,4190,15724,2.0,0,2,3,11,4190,0,1994,0,98027,47.5518,-122.096,3300,10113 +6140100150,20141125T000000,500000.0,4,2.0,2280,7200,1.0,0,0,4,7,2280,0,1956,0,98133,47.7132,-122.355,1100,7620 +9550203690,20141120T000000,961000.0,5,2.75,2590,6120,2.0,0,0,3,8,2590,0,1909,0,98105,47.6667,-122.327,1390,3060 +5423010180,20140724T000000,825000.0,4,2.25,2770,9340,2.0,0,0,4,9,2770,0,1979,0,98027,47.5628,-122.081,3010,9340 +2919200665,20141103T000000,734000.0,3,1.75,2145,3840,1.5,0,0,5,8,2145,0,1910,0,98103,47.6875,-122.357,1140,3840 +2122059199,20141002T000000,490000.0,4,4.25,4480,5715,2.0,0,0,3,7,3680,800,2003,0,98030,47.373,-122.179,2190,6070 +3601200017,20140702T000000,175000.0,4,2.5,1780,6000,2.0,0,0,3,7,1780,0,1991,0,98198,47.3828,-122.302,1630,6000 +2658000115,20140618T000000,190000.0,1,1.0,720,4800,1.0,0,0,3,6,720,0,1914,0,98118,47.5303,-122.27,1240,4860 +7349400610,20140812T000000,305000.0,4,2.25,2050,12581,2.0,0,0,4,7,2050,0,1978,0,98002,47.3215,-122.204,1620,7400 +868001790,20150316T000000,1300000.0,3,1.0,2040,7936,1.0,0,3,5,8,1680,360,1940,0,98177,47.7028,-122.385,2300,10080 +1105000015,20140609T000000,417000.0,2,1.0,920,6600,1.0,0,0,3,6,920,0,1919,2003,98118,47.5452,-122.27,1510,5944 +2919201385,20141113T000000,275000.0,2,1.0,680,4190,1.0,0,0,2,5,680,0,1906,0,98103,47.6901,-122.358,1070,4175 +7202470100,20141210T000000,661000.0,3,2.5,1940,8196,2.0,0,0,3,8,1940,0,1991,0,98052,47.6786,-122.151,2070,8514 +2832100910,20140708T000000,435000.0,4,2.75,2230,9640,1.0,0,0,3,8,1320,910,1998,0,98125,47.7269,-122.325,2100,9600 +4100000040,20141023T000000,788000.0,5,2.25,2910,9454,1.0,0,1,3,8,1910,1000,1972,0,98005,47.5871,-122.173,2400,10690 +9320100090,20140610T000000,1795000.0,5,3.25,5270,17232,2.0,0,1,3,10,4010,1260,1977,2003,98040,47.5536,-122.228,3550,13917 +2589300180,20140630T000000,408000.0,5,3.25,2820,6589,1.5,0,0,3,7,2320,500,1906,2014,98118,47.5357,-122.273,1560,5647 +357000025,20141020T000000,570000.0,2,1.0,1790,3760,1.5,0,0,4,8,1490,300,1912,0,98144,47.5926,-122.293,1458,3760 +3179100180,20150507T000000,1540000.0,5,3.25,2920,6960,2.0,0,1,3,9,2120,800,1953,2008,98105,47.6712,-122.272,2470,6735 +2487700065,20140505T000000,400000.0,2,1.0,840,5510,1.0,0,0,3,7,840,0,1955,0,98136,47.5247,-122.391,1630,5510 +8732040820,20141017T000000,247000.0,3,1.75,1820,8740,1.0,0,0,4,8,1820,0,1987,0,98023,47.3074,-122.385,2210,8320 +1160000300,20150304T000000,453000.0,3,1.75,1550,7200,1.0,0,0,3,7,1100,450,1949,0,98125,47.7071,-122.314,1560,7440 +3904100035,20140508T000000,235000.0,2,1.0,1270,3008,1.0,0,0,4,6,650,620,1923,0,98118,47.5351,-122.279,1270,1514 +5288200230,20150421T000000,675000.0,4,1.75,2460,5750,1.5,0,3,5,7,1620,840,1919,0,98126,47.5601,-122.378,1760,4830 +3331500820,20140610T000000,516200.0,3,2.0,2110,5150,1.0,0,0,5,6,1080,1030,1919,0,98118,47.5521,-122.271,1170,5107 +3023039231,20140714T000000,650000.0,1,1.0,920,91476,1.5,0,0,3,6,920,0,1996,2002,98070,47.448,-122.472,1746,91476 +5595900355,20141216T000000,257100.0,3,1.5,1500,10227,1.0,0,0,4,7,1000,500,1945,0,98022,47.2043,-121.996,1490,7670 +8682290360,20150330T000000,457000.0,2,2.0,1440,9985,1.0,0,0,3,8,1440,0,2006,0,98053,47.7217,-122.03,1510,4560 +5200100115,20141117T000000,540000.0,3,1.75,1610,3478,1.5,0,0,4,7,1060,550,1929,0,98117,47.6774,-122.372,1610,3478 +1310700210,20140603T000000,268000.0,3,1.75,1970,10270,1.0,0,0,4,8,1970,0,1966,0,98032,47.3619,-122.285,1970,8400 +3298500690,20140708T000000,300000.0,3,1.0,1150,7314,1.0,0,0,3,7,1150,0,1960,0,98008,47.6246,-122.113,1350,7350 +722059002,20140909T000000,380000.0,2,2.5,2110,114127,1.0,0,0,4,8,1590,520,1975,0,98031,47.4137,-122.212,1960,11250 +1022069183,20140627T000000,725000.0,3,2.5,3580,54450,1.5,0,0,3,9,3580,0,1990,0,98038,47.4026,-122.033,3090,35943 +4053200933,20140623T000000,249000.0,3,1.0,1000,19204,1.0,0,0,3,7,1000,0,1968,2010,98042,47.3167,-122.081,2450,25927 +5589300205,20140805T000000,274000.0,5,1.0,1680,9383,1.0,0,0,3,7,1400,280,1929,0,98155,47.7523,-122.311,1680,9458 +644000040,20150429T000000,1780000.0,4,3.25,3950,10912,2.0,0,0,3,10,3950,0,2003,0,98004,47.5877,-122.196,3000,10998 +1787600165,20140623T000000,396500.0,3,1.75,2390,7149,1.0,0,0,3,8,1350,1040,1955,0,98125,47.7244,-122.326,1710,7402 +405100165,20141119T000000,460000.0,2,1.5,1820,7800,1.0,0,0,4,7,1240,580,1956,0,98133,47.7513,-122.357,1400,7800 +223049087,20140616T000000,277000.0,3,1.0,1100,8536,1.0,0,0,4,7,1100,0,1957,0,98118,47.5162,-122.261,1570,8040 +2742100085,20141104T000000,449500.0,6,4.0,2280,5275,1.0,0,0,3,7,1270,1010,1998,0,98108,47.5556,-122.294,1760,6642 +3204300625,20140903T000000,785950.0,4,3.0,2530,4560,1.5,0,0,3,7,1540,990,1925,2014,98112,47.6287,-122.3,1640,4560 +6619910230,20140616T000000,545000.0,3,2.5,1940,9775,1.0,0,2,3,8,1440,500,1975,0,98034,47.7142,-122.222,2830,9775 +3275310220,20141222T000000,244000.0,3,2.0,1360,9688,1.0,0,0,4,7,1360,0,1983,0,98003,47.2574,-122.31,1390,9685 +5466310730,20140822T000000,165000.0,3,2.5,1660,2415,2.0,0,0,3,7,1660,0,1983,0,98042,47.3763,-122.148,1740,2624 +2767704055,20140609T000000,435000.0,2,1.0,800,5000,1.0,0,0,3,7,800,0,1906,0,98107,47.6751,-122.372,1410,5000 +7504100110,20140530T000000,642000.0,3,2.5,2670,10082,1.0,0,0,3,10,2670,0,1987,0,98074,47.6359,-122.045,2740,10854 +9320990110,20150409T000000,340000.0,3,2.5,1720,4120,2.0,0,0,3,7,1720,0,1999,0,98148,47.4319,-122.328,1720,5544 +1400700150,20140722T000000,730000.0,4,2.5,3550,35689,2.0,0,0,4,9,3550,0,1991,0,98077,47.7503,-122.074,3350,35711 +1186000150,20150123T000000,563250.0,3,1.75,1370,2800,1.0,0,0,5,7,800,570,1982,0,98122,47.6157,-122.291,2270,3773 +1024069009,20140502T000000,675000.0,5,2.5,2820,67518,2.0,0,0,3,8,2820,0,1979,0,98029,47.5794,-122.025,2820,48351 +464001115,20140512T000000,620000.0,3,1.5,1620,6630,1.0,0,0,3,8,1280,340,1954,0,98117,47.6948,-122.394,1880,5100 +886000015,20141210T000000,275000.0,2,2.0,1290,9041,1.0,0,0,3,7,950,340,1956,0,98108,47.5346,-122.291,1290,5000 +3578600062,20140512T000000,270000.0,3,1.0,1830,8209,1.0,0,0,3,7,1830,0,1942,0,98028,47.7439,-122.228,2150,12000 +1402950450,20150415T000000,325000.0,4,2.5,2040,5472,2.0,0,0,3,8,2040,0,2003,0,98092,47.3337,-122.189,2420,5782 +3629970620,20141003T000000,476100.0,4,2.5,1850,1836,2.0,0,0,3,7,1600,250,2005,0,98029,47.5529,-121.996,1770,2236 +3537900180,20141020T000000,700000.0,2,1.0,1300,12000,1.0,0,0,4,8,1300,0,1959,0,98004,47.6366,-122.229,2420,15000 +8651442510,20140926T000000,220000.0,4,2.0,1620,5200,1.5,0,0,4,7,1620,0,1978,0,98042,47.3629,-122.091,1500,5200 +114700150,20141114T000000,236000.0,3,1.75,1560,10919,1.0,0,0,3,7,1560,0,1975,0,98023,47.2917,-122.366,1730,10919 +472000620,20140502T000000,790000.0,3,2.5,2600,4750,1.0,0,0,4,9,1700,900,1951,0,98117,47.6833,-122.4,2380,4750 +5491200210,20140820T000000,350000.0,3,1.0,2010,6000,1.0,0,0,3,7,1210,800,1967,0,98108,47.5515,-122.298,2460,6000 +7973202712,20150324T000000,130000.0,2,1.0,780,5300,1.0,0,0,3,6,780,0,1941,0,98146,47.513,-122.354,780,5300 +7970800100,20140527T000000,283200.0,4,2.5,1982,6406,2.0,0,0,3,8,1982,0,2004,0,98030,47.3636,-122.192,2340,6501 +8122600165,20141015T000000,273000.0,3,1.0,1500,6250,1.0,0,0,3,6,890,610,1945,0,98126,47.5365,-122.368,1210,6250 +686530110,20141215T000000,599000.0,5,2.25,2460,8710,1.0,0,0,4,8,1330,1130,1976,0,98052,47.6651,-122.15,2460,8870 +5151600530,20150423T000000,460000.0,4,2.5,2680,11998,1.0,0,3,3,8,1510,1170,1960,0,98003,47.337,-122.321,2680,12746 +1926069192,20140509T000000,1157200.0,4,4.25,5860,52889,2.0,0,0,4,10,4910,950,1996,0,98072,47.7245,-122.095,3320,39066 +5649000150,20140610T000000,385000.0,4,1.75,1720,8750,1.0,0,0,3,7,860,860,1971,0,98034,47.726,-122.21,1790,8750 +7812800775,20140910T000000,264250.0,3,1.0,1420,7420,1.5,0,0,3,6,1420,0,1944,0,98178,47.4949,-122.239,1290,6600 +2770604410,20141029T000000,608000.0,3,2.5,1760,1472,3.0,0,0,3,8,1640,120,2006,0,98119,47.6473,-122.374,1760,5400 +9485951510,20140915T000000,450000.0,3,2.5,2790,48994,2.0,0,0,4,9,2790,0,1984,0,98042,47.3487,-122.088,2550,37834 +1337800805,20140703T000000,1755000.0,3,2.0,2360,4800,2.0,0,0,3,9,2360,0,1909,2014,98112,47.6317,-122.312,2260,4800 +4059400265,20141114T000000,339950.0,5,2.0,1890,6050,2.0,0,0,4,7,1890,0,1944,0,98178,47.5018,-122.242,1170,6050 +993000100,20150410T000000,760000.0,6,3.75,3810,6150,2.0,0,0,4,8,3810,0,1977,0,98103,47.694,-122.34,1830,5125 +2917200085,20150408T000000,350000.0,2,1.0,1160,5395,1.0,0,0,3,7,860,300,1940,0,98103,47.7007,-122.354,1664,5363 +3914000090,20150421T000000,541500.0,3,1.75,2320,55847,1.0,0,2,4,8,2320,0,1960,0,98001,47.3121,-122.253,2400,26112 +4157600150,20150327T000000,730000.0,6,2.75,3280,16449,1.0,0,0,4,7,1910,1370,1963,0,98007,47.5914,-122.134,2550,9532 +3624039111,20150429T000000,215000.0,3,1.0,980,5600,1.0,0,0,2,6,980,0,1949,0,98106,47.5308,-122.361,1840,5302 +8099900490,20140515T000000,420000.0,3,2.0,1640,9972,1.0,0,0,4,7,1640,0,1977,0,98075,47.5812,-122.002,1680,10165 +1687910100,20140530T000000,655000.0,4,2.25,2060,8470,1.0,0,0,3,8,1440,620,1983,0,98006,47.5605,-122.124,2180,8978 +5419800330,20150115T000000,240000.0,3,2.5,1500,10652,2.0,0,0,4,7,1500,0,1981,0,98031,47.4015,-122.176,1610,7417 +5035300085,20140602T000000,730000.0,4,2.0,2360,6000,1.0,0,0,5,7,1260,1100,1939,0,98199,47.6534,-122.41,1720,6000 +325059131,20141013T000000,390000.0,4,1.5,1940,12100,1.0,0,0,3,7,1940,0,1962,0,98033,47.6892,-122.164,1380,12100 +2201500450,20141028T000000,473000.0,3,1.0,1280,10000,1.0,0,0,4,7,1280,0,1954,0,98006,47.5716,-122.139,1240,10000 +3342101270,20150324T000000,698000.0,4,3.5,3630,5670,2.0,0,0,3,10,3630,0,1970,2008,98056,47.5189,-122.206,1620,5400 +3574750150,20140514T000000,511000.0,3,2.5,1820,4883,2.0,0,0,3,9,1820,0,2005,0,98028,47.7355,-122.224,2720,5002 +9828702055,20140508T000000,358000.0,2,1.5,960,1808,2.0,0,0,3,7,960,0,1993,0,98122,47.6183,-122.298,1290,1668 +2207100650,20150410T000000,499990.0,3,1.75,1630,8400,1.0,0,0,4,7,1060,570,1955,0,98007,47.5983,-122.149,1630,7245 +240000031,20150313T000000,322000.0,4,2.25,1940,10200,1.0,0,0,3,7,1360,580,1960,0,98188,47.4253,-122.283,1940,10200 +2953000300,20141008T000000,201000.0,3,1.0,980,9682,1.0,0,0,3,7,980,0,1969,0,98031,47.4136,-122.207,1580,9682 +6119700150,20141112T000000,765000.0,4,2.5,3140,16200,1.0,0,1,3,9,2570,570,1988,0,98166,47.4363,-122.342,2530,13200 +9274200365,20140606T000000,920000.0,4,2.75,2880,5750,1.5,0,0,5,9,1710,1170,1928,0,98116,47.5874,-122.387,1640,5750 +6187700501,20150415T000000,360000.0,4,2.0,1650,7552,1.0,0,0,4,7,860,790,1977,0,98155,47.7765,-122.324,1410,7199 +4137020910,20150507T000000,297300.0,3,1.75,1980,9220,2.0,0,0,3,8,1980,0,1987,0,98092,47.2602,-122.219,2080,8305 +1233100720,20140925T000000,399000.0,3,1.0,860,9403,1.0,0,0,4,6,860,0,1942,1990,98033,47.6815,-122.173,2136,13009 +3034200530,20140620T000000,400000.0,3,1.0,1430,10005,1.5,0,0,4,7,1430,0,1950,0,98133,47.7181,-122.338,1720,8822 +1463400081,20140827T000000,230000.0,3,1.75,1260,10164,1.0,0,0,4,6,1260,0,1964,0,98059,47.4752,-122.133,1190,10640 +1773101050,20150220T000000,290000.0,3,1.0,960,4560,1.0,0,0,4,7,960,0,1968,0,98106,47.5539,-122.365,970,4800 +1895450090,20150430T000000,323800.0,3,2.5,2060,7658,2.0,0,0,3,8,2060,0,2003,0,98023,47.2923,-122.36,2250,7299 +5101406384,20141020T000000,574500.0,4,1.5,1430,6380,1.5,0,0,4,9,1430,0,1930,0,98125,47.7014,-122.313,1220,5112 +6821102346,20140522T000000,505000.0,3,2.25,1670,1596,2.0,0,0,3,8,1220,450,2002,0,98199,47.6474,-122.396,1670,1596 +1926049210,20150422T000000,372500.0,2,1.0,880,10950,1.0,0,0,4,7,880,0,1944,0,98133,47.7332,-122.352,1450,7560 +1842200040,20140701T000000,425000.0,3,1.5,1300,19163,1.0,0,0,3,7,1300,0,1964,0,98052,47.6686,-122.153,1590,9744 +2623089002,20150416T000000,446250.0,3,2.5,2380,214315,1.5,0,0,3,9,2380,0,2000,0,98045,47.4525,-121.748,2400,68824 +4391600065,20140814T000000,330000.0,2,0.75,520,6862,1.0,0,0,4,4,520,0,1924,1980,98010,47.326,-122.037,1170,8756 +3760500602,20150427T000000,608095.0,3,2.5,2680,17707,2.0,0,1,3,9,2680,0,1983,0,98034,47.7031,-122.224,2840,21743 +6071000265,20150125T000000,550000.0,3,2.5,2140,10136,1.0,0,0,3,8,1320,820,1958,0,98006,47.5602,-122.184,1980,11200 +3222059206,20140828T000000,265000.0,4,2.5,1820,16103,2.0,0,0,3,7,1820,0,2004,0,98030,47.3553,-122.196,2120,21277 +3034200933,20140619T000000,399888.0,4,2.25,1820,8255,1.5,0,0,4,7,1320,500,1930,0,98133,47.723,-122.337,1550,7628 +2028701165,20140627T000000,430000.0,2,1.0,1050,2570,1.0,0,0,5,7,850,200,1927,0,98117,47.6764,-122.366,1080,2800 +5634500234,20150513T000000,554990.0,3,2.5,2100,6092,2.0,0,0,3,8,2100,0,2013,0,98028,47.7508,-122.239,2250,8592 +2310100180,20141107T000000,359950.0,3,2.5,2210,6280,2.0,0,0,3,8,2210,0,2003,0,98038,47.35,-122.043,2250,5972 +2767600921,20140623T000000,405000.0,2,1.0,860,2599,1.0,0,0,4,6,860,0,1901,0,98107,47.675,-122.379,1300,3900 +8835200790,20150406T000000,280000.0,2,1.0,870,4025,1.0,0,0,3,7,870,0,1981,0,98034,47.7243,-122.161,1370,3488 +2473000410,20150408T000000,479950.0,4,2.25,2570,11070,2.0,0,0,4,8,2570,0,1966,0,98058,47.4507,-122.152,2210,9600 +3286800110,20140904T000000,575000.0,5,1.75,2980,53578,1.0,0,0,4,9,2230,750,1976,0,98027,47.4908,-122.059,2860,75546 +1402600110,20150226T000000,392000.0,4,2.25,2360,7733,2.0,0,0,3,8,2360,0,1983,0,98058,47.4403,-122.137,2160,7733 +1126059170,20150225T000000,760500.0,4,2.25,2310,36136,2.0,0,0,4,9,2310,0,1977,0,98072,47.7506,-122.122,3930,36136 +8035350090,20140616T000000,435000.0,3,2.5,2300,9521,2.0,0,0,3,8,2300,0,2003,0,98019,47.7447,-121.976,3020,10042 +4389200753,20140819T000000,1565000.0,4,2.75,2810,8570,2.0,0,0,3,10,2810,0,1993,0,98004,47.6159,-122.211,2810,9621 +6818400110,20141203T000000,261000.0,4,1.5,2040,10488,1.0,0,0,3,7,1190,850,1961,0,98188,47.4557,-122.269,1960,10488 +4217401035,20150507T000000,1482500.0,3,2.25,3290,5000,2.0,0,0,3,9,2730,560,1939,0,98105,47.6582,-122.28,2340,4000 +1683400165,20150430T000000,853800.0,7,4.0,2960,2665,2.0,0,0,3,9,1950,1010,1927,2013,98144,47.5835,-122.313,1970,4410 +1939120450,20140522T000000,657500.0,3,2.5,2670,10496,2.0,0,0,3,9,2670,0,1989,0,98074,47.6272,-122.026,2490,8636 +4137010530,20140504T000000,331950.0,4,2.5,2530,9933,2.0,0,2,3,8,2010,520,1990,0,98092,47.2654,-122.216,2140,9933 +2624039133,20140611T000000,514000.0,3,1.75,1720,5899,1.0,0,1,3,8,1220,500,1986,0,98136,47.5399,-122.385,1900,6244 +2794700120,20140912T000000,496000.0,3,3.5,3090,27598,2.0,0,2,4,9,2020,1070,1995,0,98070,47.3541,-122.453,2180,17085 +2944010210,20150218T000000,1093000.0,4,2.5,3930,21894,2.0,0,0,3,11,3930,0,1987,0,98052,47.7209,-122.128,3930,20000 +8651443360,20141106T000000,195700.0,3,1.0,1120,5200,1.0,0,0,5,7,1120,0,1976,0,98042,47.3638,-122.088,1690,5200 +1338300180,20140729T000000,1395710.0,4,2.25,3960,8640,2.0,0,2,3,9,2630,1330,1925,0,98112,47.6317,-122.304,3850,8640 +624110540,20141205T000000,1175000.0,4,3.25,4060,20822,2.0,0,0,3,10,4060,0,1991,0,98077,47.7213,-122.055,4170,23958 +4039700090,20140923T000000,643403.0,3,2.5,2350,9648,1.0,0,0,4,9,2350,0,1966,0,98008,47.6156,-122.108,2320,10512 +6752601110,20140512T000000,357000.0,4,2.5,2380,7066,2.0,0,0,4,7,2380,0,1997,0,98031,47.3982,-122.172,2310,8127 +8861000210,20150408T000000,865000.0,3,1.75,1480,8163,1.0,0,0,3,7,1040,440,1953,0,98004,47.638,-122.206,2170,11124 +1088700100,20141118T000000,905000.0,3,2.5,2930,9280,2.0,0,0,4,10,2930,0,1988,0,98007,47.6335,-122.151,2730,10090 +7893207925,20141022T000000,265000.0,3,1.5,1290,7100,1.0,0,0,3,6,1290,0,1954,0,98198,47.4227,-122.332,1300,7183 +3449820100,20141224T000000,535000.0,2,2.5,2730,7246,2.0,0,0,3,9,2730,0,1998,0,98056,47.512,-122.175,3220,7214 +1588600110,20140811T000000,450000.0,3,1.0,1290,5440,1.0,0,0,4,6,790,500,1929,0,98117,47.6951,-122.367,1220,5464 +8079040300,20150218T000000,460500.0,4,2.5,2170,7533,2.0,0,0,3,8,2170,0,1991,0,98059,47.5057,-122.149,2170,8728 +7390400026,20141124T000000,315000.0,4,1.75,1850,8580,1.0,0,0,3,7,1140,710,1960,0,98178,47.4877,-122.24,2210,9240 +2425059144,20150213T000000,607500.0,4,2.5,2110,13939,1.0,0,0,3,8,1270,840,1978,0,98008,47.6431,-122.113,2140,8882 +7821200375,20150126T000000,432000.0,2,1.0,960,3235,1.0,0,0,4,7,960,0,1916,0,98103,47.661,-122.344,1290,2069 +1370800700,20150209T000000,1695000.0,3,4.0,3910,5350,2.0,0,2,5,10,2610,1300,1933,0,98199,47.6393,-122.408,2890,5350 +8857640710,20140820T000000,479000.0,4,2.5,2590,6139,2.0,0,0,3,8,2590,0,2001,0,98038,47.3883,-122.035,2410,6139 +9558020240,20150320T000000,475000.0,5,2.75,3080,6600,2.0,0,0,3,9,3080,0,2002,0,98058,47.4501,-122.122,3080,6600 +3834000400,20141119T000000,415000.0,3,1.0,1630,8146,1.0,0,0,3,7,1630,0,1952,0,98125,47.7293,-122.29,1480,8146 +461002050,20140826T000000,450000.0,2,1.0,910,5000,1.0,0,0,4,6,910,0,1914,0,98117,47.683,-122.374,1480,5000 +724069065,20140703T000000,1140000.0,3,2.5,2780,33503,1.5,0,1,4,8,2110,670,1969,0,98075,47.5844,-122.081,3150,15542 +4307351180,20140915T000000,430000.0,5,3.0,3880,8432,2.0,0,0,3,7,3880,0,2004,0,98056,47.4806,-122.176,2620,5623 +984100340,20140903T000000,296000.0,3,1.75,1360,10742,1.0,0,0,5,7,960,400,1971,0,98058,47.4351,-122.173,1830,9000 +8159620260,20140711T000000,303000.0,4,2.25,2560,8927,1.0,0,0,3,7,1790,770,1976,0,98001,47.34,-122.271,1920,9669 +7559600200,20141021T000000,641000.0,4,2.5,2600,6015,2.0,0,0,3,8,2600,0,2004,0,98075,47.5971,-122.031,2910,5305 +1995200320,20150210T000000,280000.0,3,2.25,1220,5739,1.0,0,0,3,7,790,430,1984,0,98115,47.6952,-122.326,1870,5739 +4223000140,20140805T000000,260750.0,3,2.0,1560,9635,1.0,0,0,3,7,1260,300,1966,0,98003,47.341,-122.309,1570,8276 +7215730200,20141119T000000,601000.0,4,2.5,2080,5191,2.0,0,0,3,8,2080,0,2001,0,98075,47.5978,-122.017,2170,5518 +1900600105,20140828T000000,255000.0,3,1.5,1490,6604,1.0,0,0,4,6,1490,0,1918,0,98166,47.4683,-122.351,1330,6604 +8644300200,20140605T000000,555000.0,4,2.75,2020,10720,1.0,0,0,4,8,1420,600,1976,0,98052,47.6373,-122.104,2190,10164 +3262301610,20141118T000000,865000.0,3,1.5,1530,10827,1.0,0,0,4,8,1530,0,1955,0,98039,47.6354,-122.234,2050,10827 +524059250,20140922T000000,1388000.0,4,2.5,3450,17400,1.5,0,0,4,9,2180,1270,1964,0,98004,47.5969,-122.206,3770,19530 +8594400350,20140520T000000,315000.0,3,2.25,1400,31626,1.0,0,0,2,7,1140,260,1987,0,98092,47.3029,-122.069,1680,35093 +4031000260,20140606T000000,200000.0,2,1.0,1730,9610,1.0,0,0,3,7,1380,350,1962,0,98001,47.2956,-122.285,1310,9812 +1454100260,20141117T000000,357000.0,3,1.0,1370,6450,1.0,0,0,3,7,1370,0,1948,0,98125,47.7195,-122.288,1550,6898 +1934800138,20141204T000000,390000.0,2,1.5,1050,934,2.0,0,0,3,8,960,90,2007,0,98122,47.6029,-122.309,1470,1885 +9508500075,20140729T000000,462000.0,5,1.75,2840,10220,1.0,0,0,4,7,2210,630,1954,0,98177,47.764,-122.36,2000,9750 +2946003415,20140516T000000,174500.0,2,1.0,1010,5200,1.0,0,0,3,7,1010,0,1955,0,98198,47.4166,-122.323,1580,7500 +1926049326,20150210T000000,305000.0,2,1.0,1210,7140,1.5,0,0,3,6,1210,0,1921,0,98133,47.7225,-122.349,1150,7376 +7655900187,20150205T000000,449000.0,5,1.75,1720,14040,1.0,0,0,4,8,1150,570,1956,0,98133,47.7365,-122.339,1750,7800 +7452500565,20140829T000000,260000.0,3,2.0,2710,5000,2.0,0,0,3,6,2710,0,1951,0,98126,47.5188,-122.373,850,5000 +2871000400,20140512T000000,751000.0,4,2.5,3110,6142,2.0,0,0,3,9,3110,0,2004,0,98052,47.701,-122.111,3200,6826 +6150200060,20150401T000000,370037.0,2,1.0,1250,9270,1.0,0,0,4,7,1250,0,1948,0,98133,47.7284,-122.339,1130,6800 +3668000830,20140825T000000,229950.0,3,1.75,1900,8910,2.0,0,0,4,7,1900,0,1988,0,98092,47.2769,-122.145,1610,8586 +2473460060,20150422T000000,349000.0,3,1.75,1740,7682,1.0,0,0,3,8,1330,410,1978,0,98058,47.4451,-122.126,2010,8820 +9558021000,20150120T000000,348000.0,4,2.5,2070,3808,2.0,0,0,3,8,2070,0,2003,0,98058,47.4498,-122.12,1900,2992 +1250201610,20150417T000000,1220000.0,3,3.25,3030,5600,2.0,0,2,3,9,2220,810,1905,2005,98144,47.5978,-122.292,2040,6600 +1321720160,20150102T000000,510000.0,4,3.0,3610,18948,2.0,0,0,3,10,3610,0,1993,0,98023,47.2911,-122.342,3568,18948 +5029450200,20150323T000000,265000.0,3,1.5,1520,6805,1.0,0,0,4,7,1040,480,1981,0,98023,47.2907,-122.367,1440,7041 +723000226,20141028T000000,1250000.0,3,2.75,2780,4815,3.0,0,2,3,10,2780,0,1974,0,98105,47.6569,-122.286,2820,5000 +225079036,20150107T000000,937500.0,4,4.0,5545,871200,2.0,0,0,3,11,3605,1940,2003,0,98014,47.676,-121.882,3420,871200 +5255700160,20140805T000000,485000.0,3,1.75,2590,8384,1.0,0,0,4,8,1590,1000,1971,0,98011,47.7739,-122.199,2590,8800 +5683500030,20150320T000000,489000.0,4,1.0,1150,5217,1.5,0,0,3,7,1150,0,1951,0,98115,47.6806,-122.287,1220,5217 +312000295,20150122T000000,400000.0,2,1.0,920,5120,1.0,0,0,5,7,920,0,1952,0,98136,47.5569,-122.394,1190,5120 +9510970520,20140616T000000,638000.0,3,2.5,2110,3600,2.0,0,0,3,9,2110,0,2005,0,98052,47.665,-122.082,2540,4384 +193600200,20140619T000000,440000.0,3,1.75,1170,8740,1.0,0,0,4,7,1170,0,1968,0,98052,47.6849,-122.117,1870,8448 +2568300045,20140625T000000,305000.0,6,2.0,1900,8240,1.0,0,0,2,7,1200,700,1964,0,98125,47.7037,-122.296,1900,8240 +2568300045,20150319T000000,649950.0,6,2.0,1900,8240,1.0,0,0,2,7,1200,700,1964,0,98125,47.7037,-122.296,1900,8240 +8691410310,20150213T000000,680000.0,4,2.5,3290,6012,2.0,0,0,3,9,3290,0,2005,0,98075,47.5961,-121.98,3210,6005 +1656600310,20140714T000000,629000.0,4,2.5,2660,22050,2.0,0,0,3,9,2660,0,1996,0,98059,47.4911,-122.125,3060,21111 +3904940160,20140904T000000,555000.0,3,2.5,2160,7584,2.0,0,0,3,8,2160,0,1988,0,98029,47.5751,-122.014,2160,7372 +1774200060,20140617T000000,669000.0,4,2.75,2700,35362,2.0,0,0,5,8,2700,0,1976,0,98077,47.7628,-122.094,2810,35915 +4137070030,20140808T000000,272000.0,3,2.5,1980,6608,2.0,0,0,3,8,1980,0,1994,0,98092,47.2642,-122.213,2150,7495 +2144800117,20140626T000000,270000.0,4,2.25,2600,9900,1.0,0,0,3,7,1600,1000,1965,0,98178,47.4881,-122.237,1770,11250 +3392100140,20150106T000000,215000.0,3,1.0,1280,9775,1.0,0,0,3,6,1280,0,1964,0,98003,47.3262,-122.334,1230,8750 +2581900060,20150402T000000,690000.0,3,1.5,1710,17707,1.0,0,0,4,7,1180,530,1947,0,98040,47.5393,-122.216,2590,9508 +4058801230,20150305T000000,256000.0,4,1.75,1270,6825,1.0,0,2,3,7,1270,0,1950,0,98178,47.5051,-122.242,1800,6930 +2787320140,20150324T000000,255000.0,3,2.25,1890,7314,1.0,0,0,3,7,1100,790,1981,0,98031,47.4121,-122.172,1520,7676 +263000324,20140513T000000,550000.0,7,4.0,3440,8100,2.0,0,0,3,7,3440,0,1970,0,98103,47.6981,-122.349,1420,1560 +254000695,20150508T000000,410000.0,3,1.0,1190,5280,1.0,0,0,4,7,1190,0,1957,0,98146,47.5131,-122.383,1280,5280 +3013300830,20141106T000000,410000.0,2,1.0,1030,4366,1.0,0,0,3,7,1030,0,1912,0,98136,47.5311,-122.384,1890,4499 +2475201070,20140716T000000,259000.0,3,1.75,1240,4000,1.0,0,0,3,7,1240,0,1986,0,98055,47.4728,-122.191,1570,4586 +798000421,20150327T000000,292000.0,3,1.0,1730,21183,1.0,0,0,3,7,1030,700,1955,0,98168,47.5024,-122.332,1610,13000 +4104500181,20140812T000000,1648000.0,4,3.5,4610,12500,2.0,0,2,3,11,4610,0,2003,0,98033,47.6508,-122.203,2340,11538 +8701600030,20141113T000000,518000.0,5,1.0,1590,5000,1.5,0,0,3,7,1190,400,1929,0,98116,47.5752,-122.381,1590,5000 +8944360390,20150305T000000,485000.0,3,2.5,1760,3097,2.0,0,0,3,8,1760,0,1992,0,98029,47.5764,-121.996,1760,3285 +7968460270,20150303T000000,259500.0,3,2.0,1330,35060,1.0,0,0,3,7,1330,0,1989,0,98092,47.3128,-122.13,1660,35100 +9406570350,20150423T000000,354000.0,4,2.5,2340,5420,2.0,0,0,3,8,2340,0,2003,0,98038,47.3773,-122.029,2420,6252 +686900030,20150323T000000,999950.0,3,2.25,3740,22464,2.0,0,0,5,8,2330,1410,1966,0,98004,47.6354,-122.196,2680,19564 +6071300030,20140624T000000,464500.0,3,1.75,1150,10466,1.0,0,0,5,7,1150,0,1959,0,98006,47.5531,-122.177,1350,10384 +5416500520,20140825T000000,300000.0,3,2.5,1750,4200,2.0,0,0,3,7,1750,0,2005,0,98038,47.3605,-122.04,1890,4048 +1102000270,20140701T000000,1080000.0,3,2.75,3890,7216,2.0,0,1,3,8,3260,630,1967,2010,98118,47.5445,-122.266,2490,9920 +5422430320,20140721T000000,309950.0,4,2.5,1770,6666,2.0,0,0,3,7,1770,0,1989,0,98023,47.2877,-122.349,1780,6666 +3157600340,20140917T000000,315000.0,3,1.0,1160,3700,1.5,0,0,3,7,1160,0,1909,0,98106,47.5651,-122.359,1340,3750 +2061100435,20140724T000000,499950.0,3,1.0,1440,5580,1.5,0,0,3,7,1440,0,1908,0,98115,47.6898,-122.326,2010,5580 +7011201550,20140707T000000,780000.0,4,2.0,2600,4800,1.0,0,2,3,8,1400,1200,1953,0,98119,47.637,-122.371,2050,3505 +2581300055,20141121T000000,885000.0,3,3.25,2640,16090,1.0,0,2,4,8,1960,680,1976,0,98040,47.5374,-122.213,3690,15000 +1344300045,20140507T000000,500000.0,2,1.0,1010,3885,1.5,0,0,4,7,1010,0,1906,1990,98112,47.6224,-122.304,1770,4200 +7575620640,20141219T000000,329000.0,3,2.0,1840,6755,1.0,0,2,3,8,1840,0,1989,0,98003,47.3512,-122.305,1790,6459 +8645500270,20141028T000000,246000.0,4,1.75,1720,7455,1.0,0,0,4,7,1020,700,1963,0,98058,47.4669,-122.182,1720,7700 +1246700136,20141223T000000,405000.0,3,1.5,1280,9600,1.0,0,0,4,7,1280,0,1960,0,98033,47.6922,-122.163,1510,10005 +3211100240,20140529T000000,349000.0,4,1.75,1700,7800,1.0,0,0,5,7,1120,580,1981,0,98059,47.4801,-122.158,1560,7800 +8078100140,20150323T000000,374950.0,4,2.5,1980,12062,2.0,0,0,3,8,1980,0,1992,0,98031,47.4038,-122.167,2300,7902 +6675500105,20140729T000000,306000.0,3,2.0,1160,7217,1.0,0,0,3,7,1160,0,1969,0,98034,47.7279,-122.227,1870,9104 +4040700310,20140805T000000,416000.0,4,1.75,1980,7840,1.0,0,0,4,7,990,990,1961,0,98008,47.6226,-122.115,1520,8400 +6388910160,20140623T000000,560000.0,3,2.5,1960,12476,2.0,0,0,4,8,1960,0,1989,0,98056,47.5315,-122.172,2450,12177 +4023500990,20140617T000000,260000.0,3,1.5,1270,20700,1.0,0,0,2,7,1150,120,1948,0,98155,47.7576,-122.296,1990,15000 +2921049121,20140516T000000,306500.0,3,2.25,2060,38377,1.0,0,0,4,8,1560,500,1978,0,98003,47.2752,-122.319,2080,60513 +7229210060,20141211T000000,299950.0,3,1.75,1980,11274,1.0,0,0,4,7,1480,500,1968,0,98058,47.4474,-122.167,1520,8010 +4137040060,20150406T000000,265500.0,3,2.5,1450,8977,1.0,0,0,3,8,1450,0,1990,0,98092,47.2576,-122.214,2410,8850 +7982600030,20140812T000000,219000.0,3,1.5,1200,12000,1.0,0,0,3,7,1200,0,1986,0,98001,47.268,-122.245,1200,9405 +1775930140,20150505T000000,365000.0,3,1.75,1830,17349,1.0,0,0,3,8,1230,600,1977,0,98072,47.7427,-122.109,1840,11694 +3222079083,20140514T000000,499000.0,3,2.0,2090,42689,1.5,0,0,3,7,2090,0,1959,1998,98010,47.3497,-121.944,1890,18276 +3585210200,20140602T000000,366000.0,3,1.75,1510,8301,1.0,0,0,3,7,1510,0,1967,0,98034,47.7243,-122.222,1460,7910 +2705600069,20150501T000000,514950.0,3,2.25,1310,1264,3.0,0,0,3,8,1310,0,2014,0,98117,47.6987,-122.366,1330,2183 +8691360200,20140604T000000,875000.0,4,2.75,3790,10669,2.0,0,0,3,10,3790,0,1999,0,98075,47.5976,-121.983,3750,11634 +9541600350,20150120T000000,831000.0,3,2.25,2240,8800,1.0,0,0,5,8,2240,0,1957,0,98005,47.5937,-122.172,2240,8800 +8562740400,20140515T000000,689900.0,4,3.25,2740,7266,2.0,0,0,3,9,2060,680,2003,0,98027,47.5346,-122.066,3030,6546 +705700960,20140724T000000,315000.0,3,2.5,1660,10763,2.0,0,0,3,7,1660,0,1994,0,98038,47.3812,-122.029,2010,7983 +3374500520,20150429T000000,355000.0,0,0.0,2460,8049,2.0,0,0,3,8,2460,0,1990,0,98031,47.4095,-122.168,2520,8050 +2645500013,20140624T000000,336500.0,3,1.0,1480,7284,1.0,0,0,3,7,970,510,1963,0,98133,47.7757,-122.353,2020,7920 +5318100200,20140527T000000,1100000.0,3,2.75,2640,4050,1.5,0,0,5,8,1750,890,1926,0,98112,47.6332,-122.281,1920,3600 +2224700045,20140804T000000,375000.0,6,2.0,1900,8057,1.0,0,0,4,7,1170,730,1959,0,98133,47.762,-122.335,2090,8626 +4047200135,20140811T000000,289275.0,3,2.0,2860,24046,1.0,0,0,3,9,1700,1160,1985,0,98019,47.7718,-121.904,1460,13648 +2009000830,20140708T000000,455000.0,4,3.5,3440,6000,2.0,0,0,4,8,3440,0,2002,0,98198,47.4077,-122.331,1660,7800 +6619910240,20140625T000000,505000.0,3,1.75,1640,10695,1.0,0,2,3,8,1640,0,1975,0,98034,47.7145,-122.222,2790,9775 +5288200070,20140730T000000,450000.0,3,1.0,1450,3350,1.5,0,0,4,7,1450,0,1919,0,98126,47.5607,-122.378,1340,4255 +7852110070,20140608T000000,567500.0,3,2.5,2300,7398,2.0,0,0,3,8,2300,0,2001,0,98065,47.5369,-121.876,2580,6983 +740500070,20141006T000000,265000.0,3,1.5,1460,8505,1.0,0,0,4,7,1460,0,1955,0,98055,47.4402,-122.195,1580,8505 +4046601420,20141230T000000,340000.0,3,2.0,1570,14992,1.0,0,0,3,8,1570,0,2001,0,98014,47.6965,-121.922,1640,15000 +2130700860,20150430T000000,375000.0,3,2.0,1540,8885,1.5,0,0,5,6,1540,0,1939,0,98019,47.7403,-121.984,1730,5000 +3975400045,20141226T000000,920000.0,6,3.0,3300,4218,2.0,0,0,3,8,2200,1100,1970,0,98103,47.6557,-122.344,1420,4218 +5451200520,20140612T000000,850000.0,4,2.25,2130,11843,2.0,0,0,4,9,2130,0,1972,0,98040,47.5358,-122.225,2380,11643 +6600400270,20141210T000000,202000.0,3,1.0,1010,9750,1.0,0,0,5,7,1010,0,1969,0,98042,47.3244,-122.144,1230,9750 +624100990,20140929T000000,725000.0,4,3.0,2420,12000,1.0,0,0,3,9,2420,0,1984,0,98077,47.7267,-122.063,3100,13020 +2424059139,20150206T000000,900000.0,3,3.25,3870,33980,2.0,0,0,3,10,3150,720,1991,0,98006,47.5589,-122.117,3590,10750 +2883200875,20150206T000000,680200.0,2,1.5,1960,6000,1.0,0,0,3,8,1210,750,1951,0,98103,47.6849,-122.333,2060,6000 +1917300105,20150414T000000,216500.0,3,1.0,1170,9000,1.0,0,0,4,6,1170,0,1918,0,98022,47.2109,-121.987,1280,8160 +7203000200,20141212T000000,325000.0,3,1.5,1890,7650,1.0,0,0,5,7,1890,0,1966,0,98003,47.3454,-122.314,1510,7560 +9510971070,20140812T000000,675000.0,3,2.5,2250,4134,2.0,0,0,3,9,2250,0,2004,0,98052,47.6651,-122.084,2390,4134 +3760500240,20150512T000000,435000.0,2,0.75,750,16321,1.0,0,1,3,4,750,0,1936,0,98034,47.6985,-122.229,3020,10625 +4068300160,20150122T000000,263500.0,3,1.75,1610,14000,1.0,0,0,4,7,1050,560,1977,0,98010,47.3429,-122.036,1550,10080 +1774220070,20150507T000000,550000.0,4,2.25,2590,36256,2.0,0,0,3,8,2590,0,1978,0,98077,47.769,-122.094,2670,35657 +1563102685,20150422T000000,875000.0,3,2.5,2520,3750,2.0,0,1,4,9,2520,0,1995,0,98116,47.5671,-122.404,2250,6200 +395800370,20150411T000000,246600.0,4,1.0,1340,8400,1.0,0,0,5,7,1340,0,1966,0,98023,47.3313,-122.343,1120,8400 +3918400013,20140701T000000,337000.0,3,2.25,1460,941,3.0,0,0,3,8,1460,0,2006,0,98133,47.7145,-122.356,1490,1399 +1545804820,20141111T000000,240000.0,3,1.75,1380,7500,1.0,0,0,3,7,1380,0,1988,0,98038,47.3628,-122.045,1530,7500 +7811220070,20140910T000000,490000.0,3,1.75,1510,11120,1.0,0,0,4,8,1510,0,1984,0,98005,47.5931,-122.158,2660,10800 +5561100431,20140806T000000,510000.0,5,2.5,2510,83231,1.0,0,0,4,7,1260,1250,1975,0,98027,47.4576,-121.984,2460,46431 +5145100310,20150307T000000,305000.0,3,1.0,910,8008,1.0,0,0,3,7,910,0,1971,0,98034,47.726,-122.22,1480,7404 +255550270,20150403T000000,350000.0,3,2.5,1970,3655,2.0,0,0,3,7,1970,0,2003,0,98019,47.7453,-121.984,1970,2952 +1123049129,20150224T000000,284200.0,3,1.75,1540,6632,1.0,0,0,3,7,1070,470,1959,0,98178,47.4973,-122.252,2510,6618 +9407150310,20150128T000000,357000.0,4,2.5,1980,9757,2.0,0,0,5,7,1980,0,1995,0,98038,47.3675,-122.019,1610,6147 +7732501000,20140617T000000,854000.0,4,2.75,3150,38865,1.0,0,0,3,10,2480,670,1986,0,98052,47.7302,-122.106,3150,35880 +1024069205,20150114T000000,1175000.0,4,2.5,4700,49658,2.0,0,0,3,10,4700,0,1999,0,98075,47.5878,-122.022,2870,49658 +5426300060,20141008T000000,1000000.0,3,2.25,2300,15952,1.0,0,0,4,8,1150,1150,1963,0,98039,47.6322,-122.232,2200,14284 +3797000400,20141125T000000,616500.0,4,2.25,1880,3000,2.0,0,0,3,8,1760,120,1909,1977,98103,47.6864,-122.349,1880,3000 +2877102196,20141125T000000,750000.0,4,2.75,2640,3750,2.0,0,0,5,7,1840,800,1911,0,98117,47.6783,-122.363,1690,5000 +9265200060,20141007T000000,650000.0,6,4.5,3900,9100,2.0,0,0,3,8,2870,1030,1979,0,98052,47.6612,-122.137,2080,9216 +2894700270,20140715T000000,275000.0,4,2.25,2670,10050,1.0,0,0,4,8,1420,1250,1962,0,98032,47.3792,-122.28,2190,10050 +2862100260,20141003T000000,540000.0,4,1.75,1840,4280,1.0,0,0,4,7,920,920,1918,0,98105,47.6681,-122.32,1660,4280 +2730000070,20140814T000000,225000.0,3,1.0,1120,10665,1.0,0,0,4,6,1120,0,1961,0,98001,47.2886,-122.274,1240,10639 +4139400060,20150409T000000,845000.0,4,2.5,2970,9072,2.0,0,0,3,10,2970,0,1991,0,98006,47.562,-122.114,2740,8729 +4365200520,20150312T000000,490000.0,3,2.25,1410,7740,1.0,0,0,5,6,1410,0,1923,0,98126,47.523,-122.371,1220,7740 +3629980350,20141209T000000,753000.0,4,2.5,3060,8167,2.0,0,0,3,9,3060,0,2005,0,98029,47.5521,-121.989,2930,4800 +3211600140,20150209T000000,475000.0,3,1.75,2490,7210,1.0,0,0,3,7,1290,1200,1972,0,98034,47.726,-122.198,1610,7210 +3598600049,20141003T000000,124000.0,1,0.75,840,7203,1.5,0,0,3,6,840,0,1949,0,98168,47.4756,-122.301,1560,8603 +3598600049,20150424T000000,224000.0,1,0.75,840,7203,1.5,0,0,3,6,840,0,1949,0,98168,47.4756,-122.301,1560,8603 +1232001070,20140814T000000,485000.0,2,1.0,1130,3800,1.0,0,0,4,7,1130,0,1916,0,98117,47.6862,-122.378,1470,3800 +7812801925,20140624T000000,230000.0,4,1.75,1850,6000,1.0,0,0,4,6,1270,580,1944,0,98178,47.4923,-122.247,1270,6600 +522059062,20141105T000000,372000.0,4,2.75,2330,14175,1.0,0,0,3,7,1800,530,1980,0,98031,47.4193,-122.194,1480,10125 +4178500640,20150507T000000,306000.0,4,2.5,1880,9426,2.0,0,0,4,7,1880,0,1990,0,98042,47.3584,-122.089,1760,7040 +9528104660,20140827T000000,905000.0,4,3.5,2980,3000,2.0,0,0,3,9,2340,640,2008,0,98115,47.6768,-122.326,1810,4545 +5013500400,20150326T000000,440000.0,4,1.0,1440,6678,1.0,0,0,3,7,1040,400,1950,0,98116,47.571,-122.392,1320,6678 +2550820060,20150428T000000,280000.0,3,1.75,1630,10001,1.0,0,0,4,7,1100,530,1977,0,98042,47.3605,-122.12,1630,10001 +425079046,20140729T000000,435000.0,3,2.5,1778,147823,2.0,0,0,3,7,1778,0,1999,0,98014,47.6811,-121.915,2840,43676 +3905050240,20140624T000000,425000.0,3,2.5,1930,4500,2.0,0,0,3,8,1930,0,1990,0,98029,47.5791,-122.001,1770,4500 +5381000070,20140826T000000,204950.0,2,0.75,1130,11429,1.0,0,0,3,7,1130,0,1956,0,98188,47.4526,-122.284,1550,10700 +1245002445,20140714T000000,670000.0,2,1.75,1650,7500,1.0,0,0,4,7,1000,650,1959,0,98033,47.6871,-122.207,2530,9000 +6865200831,20140507T000000,475000.0,2,1.0,820,2723,1.0,0,0,3,7,820,0,1921,0,98103,47.6623,-122.339,1370,3850 +1446801000,20150320T000000,352000.0,5,2.5,2900,6650,1.0,0,0,3,7,1450,1450,1964,0,98168,47.4935,-122.332,1600,8246 +4038700830,20150409T000000,575000.0,4,1.75,2330,8800,1.0,0,2,4,7,1260,1070,1961,0,98008,47.6148,-122.113,2270,8800 +4094800260,20141126T000000,1730000.0,4,3.5,4440,20668,2.0,0,2,5,10,3240,1200,1965,0,98040,47.5472,-122.235,4240,18650 +2742100152,20141013T000000,491000.0,3,2.0,1660,5070,2.0,0,3,3,8,1660,0,1950,1990,98108,47.5552,-122.296,2440,6664 +8691410060,20140709T000000,750000.0,4,2.5,3020,7465,2.0,0,0,3,9,3020,0,2004,0,98075,47.5982,-121.98,3100,5587 +1325059083,20140527T000000,830000.0,4,2.5,1850,50662,1.0,0,0,3,8,1430,420,1978,0,98052,47.6535,-122.119,2090,10599 +7852011070,20150109T000000,1140000.0,6,3.75,5960,20197,2.0,0,4,3,10,3900,2060,2005,0,98065,47.5398,-121.869,3860,12800 +2323059074,20140709T000000,137124.0,3,1.0,960,27442,1.0,0,0,4,6,960,0,1970,0,98058,47.4676,-122.134,1100,29019 +7950304075,20140813T000000,225000.0,4,1.0,1150,6000,1.5,0,0,3,6,1150,0,1907,0,98118,47.562,-122.283,840,3030 +3260000340,20140622T000000,732600.0,4,2.5,2130,7300,1.0,0,0,4,7,1230,900,1963,0,98005,47.605,-122.167,2130,7560 +9552701000,20150316T000000,818000.0,4,2.25,2460,8001,2.0,0,0,4,8,2460,0,1984,0,98006,47.548,-122.154,2460,9126 +5469501200,20140820T000000,431000.0,3,2.25,2360,14950,1.0,0,0,4,9,2360,0,1978,0,98042,47.3856,-122.158,2720,14388 +6300500105,20141002T000000,304000.0,2,2.25,1320,1034,3.0,0,0,3,7,1320,0,1996,0,98133,47.7039,-122.344,1330,1206 +4400200060,20141021T000000,650000.0,5,2.0,1910,4667,1.0,0,0,3,7,1010,900,1908,0,98112,47.6236,-122.306,1230,2545 +5422560860,20150410T000000,450000.0,2,2.0,1610,6160,2.0,0,0,4,8,1610,0,1977,0,98052,47.6644,-122.13,1750,6305 +7789000260,20140822T000000,269000.0,4,1.0,1610,8401,1.0,0,0,3,7,1610,0,1958,0,98056,47.5104,-122.165,1610,8401 +8861000060,20141231T000000,875000.0,3,1.0,1160,10732,1.0,0,0,3,7,1160,0,1953,0,98004,47.6391,-122.205,2390,13656 +9350900550,20150429T000000,890000.0,4,2.25,2870,8393,1.0,0,0,4,8,1480,1390,1977,0,98040,47.5787,-122.245,2930,9850 +9560800310,20141009T000000,565000.0,4,2.5,2280,9725,2.0,0,0,3,8,2280,0,1986,0,98072,47.7568,-122.141,2140,8780 +9187200228,20150313T000000,448175.0,2,2.0,1370,1339,2.0,0,0,4,8,1150,220,2006,0,98122,47.6021,-122.295,1370,1339 +7849202190,20141223T000000,235000.0,0,0.0,1470,4800,2.0,0,0,3,7,1470,0,1996,0,98065,47.5265,-121.828,1060,7200 +7215730070,20140911T000000,680000.0,5,3.0,2970,6500,2.0,0,0,3,9,2970,0,2000,0,98075,47.5973,-122.018,2970,6588 +121039083,20150206T000000,629000.0,3,1.75,1460,12367,2.0,1,4,4,8,1120,340,1970,0,98023,47.3311,-122.375,1970,18893 +2770601677,20150422T000000,494000.0,3,3.5,1570,1486,2.5,0,0,3,8,1330,240,2000,0,98199,47.652,-122.384,1610,1486 +3720800070,20150127T000000,1100000.0,4,3.0,2880,5500,2.0,0,0,4,9,1920,960,1926,0,98102,47.6448,-122.317,2110,5500 +3558910570,20150116T000000,450000.0,5,2.5,1900,9460,1.0,0,0,3,7,1190,710,1969,0,98034,47.7096,-122.202,1940,8360 +1081300390,20141030T000000,330000.0,3,1.75,2020,11050,1.0,0,0,4,8,1320,700,1969,0,98059,47.4706,-122.119,1940,11050 +7805450560,20140820T000000,960000.0,4,2.5,3110,11397,2.0,0,3,4,10,3110,0,1984,0,98006,47.5623,-122.106,3110,11586 +6648770240,20141224T000000,360000.0,4,2.5,2390,7056,2.0,0,0,3,9,2390,0,1990,0,98001,47.3385,-122.264,2590,7801 +5104520810,20140810T000000,378000.0,3,2.5,2150,11672,2.0,0,0,3,8,2150,0,2004,0,98038,47.3515,-122.006,2150,5450 +2719100400,20140912T000000,499950.0,3,1.75,1340,6250,1.0,0,0,4,7,1090,250,1941,0,98136,47.5427,-122.386,1550,1755 +255000320,20140724T000000,450000.0,3,2.5,1990,12866,2.0,0,0,4,7,1990,0,1986,0,98072,47.7477,-122.17,2310,8803 +5398600075,20140825T000000,523500.0,2,2.0,1600,5969,1.0,0,0,4,7,800,800,1950,0,98116,47.5691,-122.394,1520,5969 +7695470200,20141208T000000,600000.0,3,2.5,2680,43995,2.0,0,0,3,9,2680,0,1986,0,98077,47.7655,-122.086,2520,37277 +6892510200,20140602T000000,290000.0,3,2.5,2080,4828,2.0,0,0,3,8,2080,0,2002,0,98042,47.3737,-122.132,2190,4620 +4123800320,20150206T000000,176000.0,3,3.25,1340,5434,2.0,0,0,3,7,1340,0,1986,0,98038,47.3779,-122.045,1670,6203 +809001505,20140918T000000,885000.0,3,2.0,2590,3750,1.5,0,0,5,7,1790,800,1904,0,98109,47.635,-122.353,2440,4000 +3856905185,20140624T000000,483000.0,2,1.75,1240,3000,1.5,0,0,3,7,1240,0,1906,0,98105,47.6689,-122.326,1800,4080 +4051100390,20150508T000000,240000.0,3,1.0,1310,7125,1.0,0,0,4,7,1310,0,1978,0,98042,47.3739,-122.148,1650,7290 +579003240,20140925T000000,720000.0,4,2.25,2530,5200,1.0,0,1,4,8,1530,1000,1957,0,98117,47.6985,-122.382,2240,5200 +2333230060,20141105T000000,311000.0,4,2.5,1780,5822,2.0,0,0,3,7,1780,0,2001,0,98058,47.4455,-122.169,1990,4092 +7129303240,20150102T000000,332500.0,3,2.0,1600,7995,1.0,0,0,3,7,1600,0,1950,1984,98118,47.5177,-122.257,2440,6900 +1219000473,20140626T000000,164950.0,3,1.75,1570,15330,1.0,0,0,3,7,1080,490,1956,0,98166,47.4608,-122.34,1250,13330 +1219000473,20150323T000000,371000.0,3,1.75,1570,15330,1.0,0,0,3,7,1080,490,1956,0,98166,47.4608,-122.34,1250,13330 +5469700060,20150123T000000,264500.0,3,1.75,1650,16200,1.0,0,0,3,7,1650,0,1976,0,98031,47.3926,-122.168,1650,8680 +1118000935,20140705T000000,1738000.0,4,2.25,2920,6513,2.0,0,0,4,9,2260,660,1937,0,98112,47.638,-122.29,4510,9248 +8819900055,20150330T000000,503000.0,2,1.0,870,4280,1.0,0,2,4,6,870,0,1921,0,98105,47.6697,-122.29,1750,4280 +1995200338,20141029T000000,738000.0,4,2.5,2830,5010,2.0,0,0,3,9,2170,660,2000,0,98115,47.6952,-122.327,1880,5739 +91000320,20140923T000000,393000.0,2,1.0,980,3350,1.0,0,0,4,7,980,0,1925,0,98103,47.6858,-122.352,1260,4000 +8887001600,20150412T000000,280000.0,2,1.0,990,45528,1.0,0,0,4,7,990,0,1992,0,98070,47.5013,-122.463,1730,45528 +7183000060,20150325T000000,260000.0,4,2.5,2360,9647,1.0,0,2,3,8,1530,830,1964,0,98003,47.3367,-122.332,2580,9680 +194000565,20150409T000000,505000.0,2,1.0,1000,4640,1.0,0,2,3,7,1000,0,1915,0,98116,47.5659,-122.389,1940,5800 +3830610320,20150105T000000,241000.0,3,1.5,1660,8000,1.0,0,0,4,7,1120,540,1976,0,98030,47.353,-122.172,1900,7500 +7922710320,20150316T000000,530000.0,3,1.75,1520,9605,1.0,0,0,3,7,1520,0,1975,0,98052,47.667,-122.142,2040,9900 +1231000310,20140812T000000,713000.0,1,1.0,1180,4000,1.5,0,2,4,8,840,340,1910,0,98118,47.5561,-122.266,1420,4000 +173000140,20140722T000000,487000.0,3,1.75,1770,10125,2.0,0,0,3,7,1770,0,1944,1978,98133,47.7289,-122.353,1680,9825 +8651411260,20141113T000000,128000.0,2,1.0,980,5393,1.0,0,0,3,6,980,0,1969,0,98042,47.3674,-122.081,980,5200 +7272000260,20141113T000000,210500.0,3,1.0,1840,10178,1.0,0,0,3,7,1040,800,1960,0,98198,47.3979,-122.317,2040,10660 +2787700060,20150115T000000,420000.0,3,2.5,1810,7210,1.0,0,0,5,7,1210,600,1968,0,98059,47.5067,-122.163,1770,7210 +5499700045,20141030T000000,679000.0,3,2.5,1780,4320,2.0,0,0,4,8,1780,0,1930,1986,98115,47.6809,-122.293,1690,4952 +9433000390,20141218T000000,784950.0,4,2.75,2840,4227,3.0,0,0,3,9,2840,0,2014,0,98052,47.7097,-122.107,2880,4227 +7300400200,20141119T000000,352000.0,4,2.5,2650,6366,2.0,0,0,3,9,2650,0,1998,0,98092,47.3325,-122.171,2650,6200 +2771101963,20140611T000000,386000.0,3,1.5,1270,1318,2.0,0,0,3,7,1080,190,2004,0,98199,47.6526,-122.384,1360,1488 +123039346,20150430T000000,335000.0,3,1.75,1260,17000,1.0,0,0,3,7,1260,0,1994,0,98146,47.5114,-122.361,1540,7213 +524069116,20140602T000000,472500.0,3,2.0,1750,15500,1.0,0,0,3,7,1490,260,1982,0,98075,47.5887,-122.065,2450,50094 +3583300075,20141103T000000,599950.0,5,2.25,2680,13292,1.0,0,0,3,8,1340,1340,1976,0,98028,47.7422,-122.257,2220,13181 +7203220030,20140724T000000,963990.0,4,3.25,3830,6765,2.0,0,0,3,9,3830,0,2014,0,98053,47.685,-122.016,3830,6507 +1250201550,20140925T000000,735000.0,3,2.0,1610,3600,2.0,0,2,5,8,1610,0,1925,0,98144,47.5969,-122.293,2540,6600 +8651611260,20150317T000000,858450.0,3,4.25,3840,9751,2.0,0,0,3,10,3840,0,1998,0,98074,47.6347,-122.064,3230,7189 +1797501275,20150507T000000,665000.0,5,2.75,2670,4000,2.0,0,0,4,7,1800,870,1914,0,98105,47.6711,-122.315,2460,4000 +2215900800,20140731T000000,290000.0,3,2.5,2000,7414,2.0,0,0,4,7,2000,0,1993,0,98038,47.3508,-122.057,2000,7414 +7883602650,20150413T000000,250000.0,2,1.0,860,4320,1.0,0,0,3,7,860,0,1925,0,98108,47.5263,-122.325,980,6000 +3546000340,20141008T000000,192500.0,3,1.75,1420,7205,1.0,0,0,3,7,1420,0,1986,0,98030,47.3555,-122.175,1690,7405 +6118600045,20140825T000000,350000.0,4,2.0,2060,13400,1.0,0,2,4,8,2060,0,1957,0,98166,47.4404,-122.34,1950,10370 +1123059116,20150319T000000,518000.0,4,2.5,2790,9910,2.0,0,0,3,8,2790,0,2003,0,98059,47.4891,-122.141,2590,9910 +124000160,20140701T000000,563000.0,4,1.0,1410,3376,1.5,0,0,5,7,1410,0,1911,0,98107,47.6606,-122.365,1040,3600 +8733000045,20141007T000000,375000.0,4,3.0,2420,9566,2.0,0,0,3,7,2420,0,2003,0,98188,47.4693,-122.266,2420,9135 +263000327,20150227T000000,400000.0,3,2.5,1460,1319,3.0,0,0,3,8,1460,0,2002,0,98103,47.698,-122.349,1430,1530 +5153200358,20141029T000000,240000.0,5,1.75,2460,16000,1.0,0,0,3,7,1230,1230,1957,0,98023,47.3305,-122.351,1990,16000 +2258500045,20140923T000000,317500.0,2,1.0,1000,5120,1.0,0,0,3,6,1000,0,1902,0,98122,47.6088,-122.307,1940,4300 +6137500310,20150213T000000,1315000.0,5,4.0,4420,36342,2.0,0,0,5,10,2740,1680,1982,0,98007,47.6468,-122.151,3720,37034 +3323069045,20141110T000000,234000.0,3,1.0,1240,239144,1.0,0,0,3,6,1240,0,1921,1992,98038,47.4303,-122.046,1990,109335 +8563070030,20140513T000000,645000.0,3,2.5,1740,13750,2.0,0,0,4,9,1740,0,1975,0,98008,47.6264,-122.092,2540,14300 +425049036,20150309T000000,649000.0,2,1.0,1280,4840,1.0,0,0,3,7,1200,80,1908,0,98115,47.6762,-122.299,1860,5500 +8562750550,20150417T000000,605000.0,4,2.5,2520,3980,2.0,0,0,3,8,2520,0,2004,0,98027,47.5399,-122.07,2580,3980 +767000159,20140821T000000,337900.0,3,3.5,1500,1471,3.0,0,0,3,7,1500,0,1999,0,98177,47.7034,-122.362,1500,1445 +5366200030,20150205T000000,535000.0,3,2.75,2490,3600,2.0,0,0,3,8,2290,200,1906,0,98122,47.6098,-122.292,1880,3600 +7857000861,20140922T000000,325000.0,4,1.0,1530,5684,1.0,0,0,3,7,1130,400,1957,0,98108,47.5507,-122.298,1540,6095 +1094000030,20141215T000000,429950.0,4,2.25,1740,10875,1.0,0,0,3,8,1740,0,1967,0,98059,47.5132,-122.157,1680,10701 +1853000030,20150416T000000,775000.0,3,2.5,3550,32807,2.0,0,0,3,9,3550,0,1989,0,98077,47.7292,-122.082,3270,35001 +5318101040,20140731T000000,650000.0,2,1.0,1280,6000,1.0,0,0,3,7,1280,0,1965,0,98112,47.6339,-122.282,2460,4800 +3623500049,20150501T000000,1200000.0,4,2.25,2320,13114,2.0,0,0,5,8,2320,0,1967,0,98040,47.5762,-122.239,2740,15000 +1026049036,20140910T000000,275000.0,2,1.0,1140,10404,1.0,0,0,3,5,1140,0,1935,0,98155,47.7497,-122.286,2200,11550 +8568030030,20140729T000000,575000.0,4,3.5,3930,16970,2.0,0,0,3,9,3930,0,1997,0,98019,47.7412,-121.966,2740,17219 +4022906531,20140806T000000,540000.0,3,2.5,2370,16455,1.0,0,0,5,7,1640,730,1959,0,98155,47.7634,-122.277,2170,15551 +5700002325,20140605T000000,640000.0,3,1.75,2340,4206,1.0,0,0,5,7,1170,1170,1917,0,98144,47.5759,-122.288,1360,4725 +2473100510,20140923T000000,275000.0,3,1.5,1240,9125,1.0,0,0,4,7,1240,0,1967,0,98058,47.4469,-122.155,1670,9125 +629811600,20140724T000000,672800.0,4,2.5,2740,10533,2.0,0,0,3,9,2740,0,1997,0,98074,47.6095,-122.006,2760,8603 +7923300310,20140527T000000,495000.0,4,2.25,1940,9144,1.0,0,0,4,7,1430,510,1956,0,98007,47.5942,-122.135,1460,9437 +4054560140,20140926T000000,820000.0,3,2.5,2950,35108,1.5,0,0,3,10,2950,0,1995,0,98077,47.7316,-122.035,3810,35181 +4027700632,20140609T000000,475000.0,4,2.75,1980,11443,1.0,0,0,5,7,1980,0,1952,0,98155,47.7707,-122.273,2080,15700 +2818100060,20140520T000000,1275000.0,4,2.0,2850,7861,1.0,0,4,4,10,1450,1400,1970,0,98117,47.6995,-122.397,2810,8087 +1771000960,20150429T000000,380000.0,3,1.0,1160,9375,1.0,0,0,3,7,1160,0,1967,0,98077,47.7419,-122.073,1160,9650 +2591830350,20140820T000000,397500.0,3,2.0,2130,8225,1.0,0,0,4,8,2130,0,1987,0,98058,47.4396,-122.162,2580,8225 +8842400071,20140507T000000,352000.0,5,2.5,2420,8560,1.0,0,2,3,7,1620,800,1978,0,98118,47.532,-122.285,2210,7040 +7856700060,20150413T000000,893880.0,6,2.5,2820,8600,1.0,0,0,5,8,1430,1390,1967,0,98006,47.565,-122.144,2070,8900 +9186300060,20140916T000000,635000.0,5,3.25,3710,34200,2.0,0,0,3,8,2510,1200,1986,0,98074,47.6101,-122.047,1720,23100 +3275740030,20140507T000000,420000.0,3,2.25,1770,8165,2.0,0,0,3,7,1770,0,1977,0,98034,47.7166,-122.236,1650,8165 +452001860,20150321T000000,503000.0,3,2.0,1260,2500,1.0,0,0,4,7,750,510,1987,0,98107,47.6748,-122.371,1710,5000 +7779200075,20140909T000000,689000.0,2,1.75,2330,10143,1.0,0,2,4,7,1220,1110,1953,0,98146,47.4899,-122.359,2560,9750 +3975400260,20140902T000000,749500.0,4,2.75,2490,3840,1.5,0,0,4,7,1610,880,1922,0,98103,47.6551,-122.344,1420,4000 +2225059336,20141006T000000,1150000.0,6,3.75,4090,49542,2.0,0,0,3,9,3100,990,1984,0,98005,47.6408,-122.153,2980,43357 +8567450060,20140609T000000,563500.0,4,2.5,2800,12831,2.0,0,0,3,8,2800,0,2001,0,98019,47.7392,-121.966,2810,10235 +6178930340,20140630T000000,480000.0,4,3.0,2440,9664,2.0,0,0,3,8,1890,550,1981,0,98028,47.7649,-122.253,2380,9609 +8731990370,20150422T000000,374950.0,4,3.0,2540,8800,1.0,0,1,3,9,1620,920,1977,0,98023,47.3204,-122.387,2540,8800 +9407150350,20150410T000000,308950.0,3,2.5,1600,6250,2.0,0,0,3,7,1600,0,1995,0,98038,47.3675,-122.02,1760,6110 +3438502200,20140917T000000,445000.0,4,2.75,2680,16934,1.0,0,0,4,7,1340,1340,1958,0,98106,47.542,-122.364,1240,7000 +1274500700,20150421T000000,237200.0,3,1.5,1220,9000,1.0,0,0,4,7,1220,0,1968,0,98042,47.3642,-122.109,1220,9472 +5667100045,20140902T000000,453500.0,3,1.75,1550,7270,1.5,0,0,5,7,1550,0,1953,0,98125,47.72,-122.317,1050,7210 +2887700560,20150507T000000,616500.0,3,2.0,2080,4549,1.0,0,0,5,7,1040,1040,1954,0,98115,47.6886,-122.309,1620,4549 +7215720070,20140806T000000,1250000.0,5,5.0,5000,32909,2.0,0,0,3,10,5000,0,2000,0,98075,47.6012,-122.022,3030,12601 +6638900550,20150407T000000,396000.0,1,1.0,630,5150,1.0,0,0,4,5,630,0,1954,0,98117,47.6923,-122.369,1390,5150 +723049307,20140708T000000,210000.0,3,1.0,1070,8179,1.0,0,0,3,6,1070,0,1949,0,98146,47.5015,-122.349,1050,8177 +7577700521,20141001T000000,539000.0,2,1.75,1900,5175,1.0,0,0,3,7,1200,700,1919,0,98116,47.5689,-122.386,1370,5175 +7888700030,20140825T000000,605000.0,3,2.5,2960,18600,2.0,0,0,3,8,2960,0,1979,0,98166,47.4358,-122.344,2740,15681 +3501600135,20140707T000000,437500.0,3,2.0,1490,4800,2.0,0,0,5,6,1490,0,1948,0,98117,47.6933,-122.361,1500,4800 +1822059331,20140716T000000,215000.0,3,1.5,1500,15000,1.0,0,0,3,7,1500,0,1952,0,98031,47.3926,-122.208,1790,13905 +7852030310,20140618T000000,440000.0,4,2.5,2410,4780,2.0,0,0,3,7,2410,0,2000,0,98065,47.5326,-121.879,2410,4025 +8901001090,20141117T000000,525000.0,3,1.0,2000,22500,1.0,0,0,3,7,1680,320,1939,0,98125,47.711,-122.308,2000,10000 +192450200,20140821T000000,319900.0,3,1.5,1140,20383,1.0,0,0,3,7,840,300,1985,0,98045,47.4755,-121.758,1200,15625 +1771100030,20150106T000000,335000.0,3,1.0,1120,9075,1.0,0,0,3,7,1120,0,1977,0,98077,47.7551,-122.072,1120,9705 +1560920370,20141107T000000,485000.0,3,2.25,2900,35273,2.0,0,0,3,9,2900,0,1986,0,98038,47.4013,-122.03,2510,38487 +8731981360,20140925T000000,359999.0,4,2.25,3220,7700,2.0,0,0,4,8,3220,0,1976,0,98023,47.3188,-122.38,2570,7700 +9541600060,20140807T000000,799000.0,5,2.75,2500,19783,1.0,0,3,4,8,2500,0,1959,0,98005,47.5938,-122.174,1700,15375 +2923049468,20140912T000000,280000.0,3,2.25,1610,10454,1.0,0,0,3,7,1610,0,1977,0,98148,47.4517,-122.331,1720,9583 +8722100810,20140708T000000,1050000.0,4,2.75,2250,3433,1.5,0,0,3,8,1500,750,1927,2013,98112,47.6382,-122.307,1970,3484 +7840800135,20141119T000000,290000.0,1,2.0,1240,4800,2.0,0,0,3,6,1240,0,1910,0,98055,47.4778,-122.211,1030,4800 +8083350070,20141217T000000,235000.0,2,2.25,1660,2748,2.0,0,0,3,7,1660,0,1995,0,98055,47.4333,-122.212,1620,3167 +1923800135,20141001T000000,495000.0,3,1.75,2080,3000,1.0,0,0,4,7,1040,1040,1925,0,98103,47.6853,-122.35,1000,3193 +1310980070,20150224T000000,290000.0,3,2.25,1880,7488,2.0,0,0,3,8,1880,0,1980,0,98032,47.3631,-122.277,2180,7344 +3110800030,20141028T000000,230000.0,4,1.5,1050,9516,1.0,0,0,4,7,1050,0,1969,0,98031,47.4151,-122.181,1390,9600 +8731801260,20150220T000000,234000.0,3,1.75,1480,8475,1.0,0,0,4,7,1480,0,1968,0,98023,47.3126,-122.361,1800,8800 +7202270700,20141003T000000,597400.0,4,2.5,2420,4500,2.0,0,0,3,7,2420,0,2001,0,98053,47.6874,-122.037,2280,4500 +7230300060,20140805T000000,370000.0,4,2.5,2190,17600,1.0,0,0,4,7,1110,1080,1966,0,98059,47.4712,-122.112,1820,17600 +11510700,20140519T000000,755000.0,4,2.5,2660,10452,2.0,0,0,3,9,2660,0,1993,0,98052,47.6972,-122.104,2890,9025 +586470350,20150403T000000,342000.0,3,2.5,2430,5715,2.0,0,0,3,7,2430,0,1999,0,98030,47.3718,-122.168,3040,5702 +6840700036,20140728T000000,497000.0,2,1.0,770,3325,1.0,0,0,3,7,770,0,1918,0,98122,47.6102,-122.299,960,4800 +1824069083,20150429T000000,835000.0,3,1.0,3060,30166,1.0,0,0,5,8,3060,0,1959,0,98027,47.5656,-122.093,1880,19602 +1836980240,20141015T000000,730000.0,4,2.75,2920,4500,2.0,0,0,3,9,2920,0,1999,0,98006,47.5646,-122.124,2920,4505 +3528900160,20141001T000000,655000.0,3,1.0,1370,5250,1.0,0,0,3,7,1070,300,1939,0,98109,47.6421,-122.348,2410,4200 +1442800060,20141120T000000,205000.0,3,2.5,1870,3118,2.0,0,0,3,8,1870,0,1993,0,98038,47.3739,-122.056,1580,3601 +8722100030,20150407T000000,632750.0,4,2.0,1800,4800,1.5,0,0,3,7,1800,0,1918,0,98112,47.6388,-122.302,1950,4800 +1723049624,20140512T000000,330000.0,5,3.0,2100,7715,1.0,0,0,3,7,1250,850,2013,0,98168,47.4866,-122.319,2100,7959 +4040400200,20141007T000000,527500.0,5,2.25,2530,8250,2.0,0,0,4,7,2530,0,1961,0,98007,47.6117,-122.134,2020,8250 +8691391090,20140508T000000,716500.0,4,2.5,3290,6465,2.0,0,0,3,9,3290,0,2002,0,98075,47.5981,-121.976,3100,5929 +7853302190,20141217T000000,388500.0,4,2.5,1890,5395,2.0,0,0,3,7,1890,0,2006,0,98065,47.5415,-121.883,2060,5395 +3260000700,20140904T000000,530000.0,3,1.75,1680,7770,1.0,0,0,4,7,1680,0,1967,0,98005,47.6028,-122.167,1880,7770 +5126300510,20150108T000000,419000.0,3,2.5,2170,4517,2.0,0,0,3,8,2170,0,2002,0,98059,47.4819,-122.14,2610,4770 +7199330370,20150309T000000,385000.0,3,1.75,1200,7360,1.0,0,0,4,7,1200,0,1978,0,98052,47.6979,-122.13,1200,7500 +1854900240,20140528T000000,655000.0,4,2.5,2990,5669,2.0,0,0,3,8,2990,0,2003,0,98074,47.6119,-122.011,3110,5058 +6738700335,20140701T000000,1695000.0,4,2.75,3770,10900,2.0,0,2,5,9,3070,700,1924,0,98144,47.5849,-122.29,3000,5000 +322059264,20140926T000000,279000.0,2,1.0,1020,47044,1.0,0,0,5,7,1020,0,1904,1958,98042,47.4206,-122.155,1930,12139 +5557500270,20150209T000000,262000.0,3,1.5,1700,9579,1.0,0,0,4,7,1100,600,1962,0,98023,47.3209,-122.338,1700,9628 +9164100125,20140807T000000,533000.0,4,1.0,1550,4750,1.5,0,0,3,7,1550,0,1919,0,98117,47.6824,-122.389,1320,4750 +7370600045,20150402T000000,640000.0,3,1.75,1680,8100,1.0,0,2,3,8,1680,0,1950,0,98177,47.7212,-122.364,1880,7750 +8594400060,20140609T000000,285000.0,3,2.25,1680,35127,2.0,0,0,3,7,1680,0,1987,0,98092,47.3025,-122.067,1820,35166 +7818900060,20140708T000000,458400.0,4,2.5,1910,10300,1.0,0,0,3,8,1910,0,1921,1968,98177,47.7581,-122.359,1910,7750 +2126059139,20150318T000000,620000.0,5,3.25,3160,10587,1.0,0,0,5,7,2190,970,1960,0,98034,47.7238,-122.165,2200,7761 +1759701600,20140512T000000,465000.0,3,1.5,2020,11358,1.0,0,0,4,6,1190,830,1956,0,98033,47.6641,-122.185,2370,9520 +1795920310,20140804T000000,690000.0,4,3.75,3210,7054,2.0,0,0,4,8,3210,0,1985,0,98052,47.7268,-122.103,2350,8020 +1626069139,20140821T000000,462500.0,3,2.25,2350,51400,1.0,0,0,3,7,1390,960,1977,0,98077,47.7417,-122.053,2350,51400 +3303951600,20140820T000000,369950.0,4,2.5,1910,10221,2.0,0,0,3,8,1910,0,1994,0,98038,47.381,-122.035,2210,8705 +3353402400,20150326T000000,124500.0,2,1.0,840,6480,1.0,0,0,4,5,840,0,1954,0,98001,47.264,-122.258,1100,7300 +2332700060,20140806T000000,950000.0,4,2.25,2620,10920,1.0,0,0,3,9,2620,0,1965,0,98005,47.6117,-122.164,2370,11907 +4040800260,20140616T000000,418000.0,4,1.5,1220,10580,1.0,0,0,3,7,1220,0,1965,0,98008,47.6205,-122.116,1350,7800 +1202000140,20141210T000000,160000.0,3,1.0,1060,8000,1.0,0,0,4,6,1060,0,1927,0,98002,47.305,-122.218,1060,4697 +4022902050,20150415T000000,457000.0,4,2.5,2200,10800,1.0,0,0,3,8,1500,700,1964,0,98155,47.7711,-122.288,2280,10800 +4364200125,20150129T000000,530000.0,2,1.75,2120,7680,1.0,0,0,5,6,1130,990,1948,0,98126,47.5304,-122.374,1220,7680 +4036801245,20140522T000000,385000.0,3,1.0,1250,7300,1.0,0,0,4,7,1250,0,1956,0,98008,47.6032,-122.125,1540,7400 +7375100070,20150318T000000,491000.0,3,1.75,1440,7800,1.0,0,0,4,7,1440,0,1958,0,98008,47.5996,-122.12,1440,7800 +686400060,20140820T000000,521000.0,4,2.25,1890,8034,1.0,0,0,4,8,1890,0,1967,0,98008,47.6338,-122.117,1920,7210 +1645000710,20150410T000000,255000.0,3,1.0,1140,8528,1.0,0,0,5,7,1140,0,1967,0,98022,47.2098,-122.004,1140,8112 +5476800069,20140527T000000,292050.0,5,3.0,2840,7199,1.0,0,0,3,7,1710,1130,2003,0,98178,47.5065,-122.275,2210,10800 +823059185,20140520T000000,326000.0,6,3.0,1880,7200,1.0,0,0,4,7,1880,0,1966,0,98056,47.5029,-122.188,1540,13022 +4364200075,20140624T000000,300000.0,2,1.0,750,5120,1.0,0,0,4,6,750,0,1941,0,98126,47.5312,-122.375,930,7200 +2473420070,20150430T000000,291600.0,3,1.75,1630,7480,1.0,0,0,3,7,1330,300,1979,0,98058,47.4514,-122.159,1940,7480 +5706201360,20150219T000000,435000.0,5,1.5,1720,12551,1.0,0,0,3,7,1720,0,1967,0,98027,47.5241,-122.053,1560,12960 +4442800012,20141218T000000,465000.0,3,2.5,1600,1311,3.0,0,0,3,8,1600,0,2005,0,98117,47.6903,-122.394,1390,1321 +3339900640,20140620T000000,200000.0,3,2.25,1230,7420,1.5,0,0,5,7,1230,0,1913,0,98002,47.3184,-122.22,1260,7556 +425400070,20140717T000000,238000.0,3,1.5,1610,6132,1.0,0,2,4,7,1090,520,1959,0,98056,47.5017,-122.174,1650,6132 +4036800370,20141103T000000,455000.0,4,2.5,1320,7000,1.0,0,0,4,7,1320,0,1956,0,98008,47.6007,-122.127,1550,8610 +2412600070,20141030T000000,230000.0,6,3.0,2180,7220,2.0,0,0,3,7,2180,0,1980,0,98003,47.3046,-122.305,2260,7344 +8805900570,20140911T000000,808000.0,4,2.25,2190,4104,2.0,0,0,5,8,1410,780,1928,0,98112,47.6419,-122.306,1990,3860 +9178600810,20141217T000000,578500.0,3,1.0,1490,5700,1.5,0,0,3,7,1490,0,1916,0,98103,47.6549,-122.331,2290,5700 +2979800764,20140605T000000,390000.0,3,2.0,1463,868,3.0,0,0,3,7,1463,0,2003,0,98115,47.6843,-122.317,1484,4320 +3904980270,20150505T000000,517500.0,3,2.5,1800,3933,2.0,0,0,3,8,1800,0,1989,0,98029,47.5746,-122.009,1800,4659 +6738700075,20140626T000000,755000.0,4,2.75,2880,4000,1.5,0,0,3,9,2100,780,1912,2000,98144,47.5843,-122.293,2110,4000 +1646501920,20141030T000000,579500.0,3,1.75,1250,4120,1.0,0,0,4,7,980,270,1925,0,98117,47.685,-122.36,1250,4120 +2997800075,20140929T000000,649950.0,3,2.75,1670,1350,3.0,0,0,3,9,1350,320,2014,0,98116,47.5764,-122.408,1520,4800 +4440400125,20140508T000000,228000.0,4,1.75,2000,6120,1.0,0,0,3,7,1100,900,1965,0,98178,47.5035,-122.258,1880,6120 +3423600060,20141202T000000,665000.0,4,1.75,2280,3680,1.5,0,0,5,7,1470,810,1926,0,98115,47.6754,-122.3,1850,3680 +1523560030,20150325T000000,689000.0,4,2.5,2110,6069,2.0,0,0,3,9,2110,0,1999,0,98052,47.6374,-122.111,2180,9000 +2896000710,20141022T000000,560000.0,4,2.5,2520,11240,1.0,0,0,3,8,1440,1080,1977,0,98052,47.6748,-122.144,2360,10345 +9238900060,20140529T000000,529000.0,3,1.0,1590,6420,1.0,0,0,3,7,1590,0,1944,0,98136,47.5355,-122.392,1780,5900 +1081310060,20150108T000000,375000.0,5,2.5,2100,14858,1.0,0,0,5,8,2100,0,1970,0,98059,47.4721,-122.123,1980,11730 +3256400060,20140923T000000,325000.0,4,2.75,2090,9240,1.0,0,0,4,6,2090,0,1949,0,98146,47.4854,-122.343,1460,9240 +8914200060,20150115T000000,583000.0,4,2.5,3390,10519,2.0,0,2,3,10,3390,0,1990,0,98003,47.332,-122.334,2830,10519 +732000160,20150429T000000,330000.0,2,1.0,790,9784,1.0,0,0,3,6,790,0,1932,0,98155,47.7634,-122.284,2350,10102 +1592080060,20150417T000000,262000.0,3,2.5,1970,8727,2.0,0,0,3,7,1970,0,1995,0,98092,47.3263,-122.189,1670,9168 +7852190320,20150313T000000,555000.0,4,2.5,2870,6776,2.0,0,0,3,8,2870,0,2004,0,98065,47.539,-121.878,2770,6658 +7950303270,20150302T000000,585000.0,2,1.0,1110,6000,1.0,0,0,3,7,1010,100,1951,0,98118,47.5632,-122.282,1410,3500 +7853340960,20150227T000000,425590.0,3,2.75,1940,3088,2.0,0,3,3,8,1770,170,2008,0,98065,47.5185,-121.878,1410,2335 +7312900060,20140603T000000,235000.0,2,1.0,720,4840,1.0,0,0,4,6,720,0,1947,0,98126,47.5534,-122.375,1510,4840 +1231001090,20140724T000000,362362.0,2,1.0,710,4000,1.0,0,0,3,6,710,0,1909,0,98118,47.5535,-122.269,960,4000 +1545805460,20150204T000000,252000.0,3,2.0,1370,7500,1.0,0,0,3,7,1370,0,1997,0,98038,47.3634,-122.046,1420,7500 +1473120390,20141224T000000,439000.0,4,2.5,2690,9551,2.0,0,0,3,9,2690,0,1992,0,98058,47.4343,-122.156,2890,9121 +1657300070,20140812T000000,465000.0,4,2.25,3360,10810,2.0,0,0,4,9,3360,0,1988,0,98092,47.3316,-122.203,2590,10810 +104501040,20141003T000000,249900.0,4,2.0,1500,7854,1.5,0,0,3,7,1500,0,1983,0,98023,47.3127,-122.354,1500,7334 +9345400350,20140718T000000,665000.0,2,2.5,2600,5000,1.0,0,0,5,8,1300,1300,1926,0,98126,47.5806,-122.379,2260,5000 +2592400400,20141014T000000,370000.0,3,1.75,1160,8774,1.0,0,0,3,7,1160,0,1972,0,98034,47.7159,-122.165,1990,7908 +6788200295,20140612T000000,620000.0,2,1.0,1430,3000,1.5,0,0,3,7,1300,130,1929,0,98112,47.6415,-122.303,1750,4000 +7308900445,20140724T000000,375000.0,3,1.0,1870,7671,1.0,0,0,4,8,1720,150,1937,0,98177,47.7162,-122.36,1460,7679 +3034200435,20140827T000000,552625.0,4,2.0,2560,9390,1.0,0,0,5,8,1280,1280,1957,0,98133,47.7169,-122.329,1830,8169 +3755000060,20140930T000000,315500.0,3,1.0,1160,10500,1.0,0,0,4,7,1160,0,1966,0,98034,47.7267,-122.227,1520,10500 +7524950710,20140919T000000,620000.0,2,1.75,1680,8187,1.0,0,0,4,8,1680,0,1983,0,98027,47.5603,-122.081,2390,7801 +6071200400,20141125T000000,510000.0,4,2.5,2010,9075,1.0,0,0,4,8,1310,700,1959,0,98006,47.553,-122.182,1850,9220 +1939000030,20140627T000000,652500.0,4,2.5,2540,38677,2.0,0,0,3,9,2540,0,1987,0,98053,47.6694,-122.044,2560,36280 +6979900370,20141114T000000,574000.0,4,2.5,3240,22795,2.0,0,0,3,8,3240,0,1998,0,98053,47.6329,-121.969,2570,29761 +3303860160,20150224T000000,430000.0,3,2.5,2670,12806,2.0,0,0,3,9,2670,0,2010,0,98038,47.3686,-122.059,3010,7231 +6413100311,20140603T000000,390000.0,3,2.0,1080,7236,1.0,0,0,5,7,1080,0,1947,0,98125,47.7143,-122.32,1120,8008 +1232002015,20140605T000000,466500.0,3,1.0,1430,3840,1.0,0,0,3,7,950,480,1945,0,98117,47.6847,-122.381,1430,3840 +5116060030,20141028T000000,315000.0,2,2.25,1290,2436,2.0,0,0,3,7,1290,0,1984,0,98052,47.6803,-122.156,1360,3088 +1898700310,20140505T000000,220000.0,4,1.5,1240,9600,1.0,0,0,3,7,1240,0,1971,0,98023,47.3206,-122.397,1240,9592 +1079600270,20150306T000000,325000.0,3,1.75,1840,17286,1.0,0,0,4,7,1440,400,1978,0,98030,47.371,-122.173,1840,14541 +1073100030,20150428T000000,365000.0,3,1.0,1120,8443,1.0,0,0,3,7,1120,0,1953,0,98133,47.7715,-122.336,1450,8433 +1157200189,20140514T000000,356000.0,3,3.5,2100,12384,2.0,0,0,3,9,2100,0,1980,0,98188,47.4687,-122.263,2400,7776 +3822200105,20140923T000000,380000.0,4,1.75,2030,12518,1.0,0,0,3,8,1610,420,1950,0,98125,47.7278,-122.297,1650,7872 +8121200700,20140713T000000,579000.0,4,2.25,2030,8764,2.0,0,0,4,8,2030,0,1983,0,98052,47.7214,-122.11,1950,8750 +4221900030,20150501T000000,682000.0,2,1.0,890,5000,1.0,0,0,3,7,890,0,1943,0,98105,47.6666,-122.279,1680,5000 +9475200030,20140616T000000,499000.0,3,1.75,1750,12325,1.0,0,0,4,7,1470,280,1968,0,98052,47.6832,-122.118,1820,9750 +3585220070,20150423T000000,333760.0,3,1.0,1300,5880,1.0,0,0,3,7,1300,0,1968,0,98052,47.6937,-122.113,1300,7700 +8644220070,20140910T000000,745000.0,4,2.5,2650,18903,2.0,0,0,3,11,2650,0,1994,0,98075,47.5761,-121.989,3270,18843 +9225900055,20140722T000000,380000.0,3,1.75,1750,10870,1.0,0,0,5,7,1750,0,1968,0,98056,47.4989,-122.188,1230,10868 +1972202010,20140801T000000,435000.0,3,3.0,1440,1350,3.5,0,2,3,8,1440,0,2005,0,98103,47.6525,-122.345,1440,1350 +9547200340,20150120T000000,520000.0,3,2.75,1700,3264,1.0,0,0,3,7,1060,640,1919,0,98115,47.6767,-122.311,1880,4080 +2481630030,20150427T000000,965000.0,4,2.5,3920,41206,2.0,0,0,4,10,3920,0,1988,0,98072,47.7325,-122.132,3780,36562 +3092000030,20140808T000000,270000.0,3,2.25,1470,16728,1.0,0,0,4,7,1350,120,1959,0,98168,47.4968,-122.302,1540,9000 +3592500340,20150313T000000,1100000.0,5,2.75,2520,4643,1.5,0,0,4,8,2120,400,1916,0,98112,47.6348,-122.301,2100,4564 +3447000060,20141008T000000,577500.0,3,1.75,2140,13286,1.0,0,0,4,8,1220,920,1964,0,98006,47.5722,-122.128,2250,13286 +2767704860,20140728T000000,650000.0,3,1.75,1550,5000,1.0,0,0,3,7,1250,300,1911,2011,98107,47.6722,-122.372,1110,5000 +4141000060,20141205T000000,1227500.0,4,2.5,3180,10319,2.0,0,0,4,11,3180,0,1986,0,98040,47.5372,-122.232,3130,12120 +7767000060,20140912T000000,1900000.0,5,4.25,6510,16471,2.0,0,3,4,11,3250,3260,1980,0,98040,47.5758,-122.242,4480,16471 +2061100390,20140721T000000,475000.0,2,2.0,1440,3720,1.5,0,0,3,7,1440,0,1983,0,98115,47.6902,-122.325,1490,4308 +4388000260,20150330T000000,200000.0,3,1.0,1150,10132,1.0,0,0,4,7,1150,0,1970,0,98023,47.3172,-122.372,1180,8713 +7787110510,20140620T000000,397000.0,4,2.5,2320,11717,2.0,0,0,3,8,2320,0,1997,0,98045,47.484,-121.78,2320,9714 +4024100982,20150219T000000,383610.0,3,2.0,1230,8450,1.0,0,0,3,7,1230,0,1989,0,98155,47.7548,-122.305,2110,8536 +2621420060,20140728T000000,275000.0,4,2.5,2060,5742,2.0,0,0,3,7,2060,0,1999,0,98030,47.3612,-122.185,1610,7298 +4319200060,20140709T000000,840000.0,3,2.0,2783,11177,2.0,0,0,3,8,2783,0,1910,1999,98126,47.538,-122.38,1730,8018 +2473480310,20140918T000000,365000.0,4,2.5,2140,7350,2.0,0,0,3,8,2140,0,1985,0,98058,47.4483,-122.124,2120,8395 +3629960060,20140904T000000,362000.0,3,2.75,1420,955,2.0,0,0,3,8,1160,260,2004,0,98029,47.5477,-122.003,1420,955 +7857000732,20141101T000000,350000.0,3,1.75,2090,6258,1.0,0,0,3,7,1390,700,1956,0,98108,47.5503,-122.301,1790,5793 +7805600070,20141111T000000,200000.0,2,1.75,1320,13052,1.5,0,0,3,7,1320,0,1980,0,98014,47.712,-121.352,1320,13052 +109200140,20150506T000000,299000.0,4,2.5,2300,8100,1.0,0,0,4,8,1360,940,1979,0,98023,47.2979,-122.371,1910,7630 +3224059033,20141007T000000,555000.0,4,1.5,3050,82764,1.0,0,0,3,8,1650,1400,1966,0,98056,47.5266,-122.189,2930,10074 +868002015,20150225T000000,1326000.0,3,2.25,2960,8330,1.0,0,3,4,10,2260,700,1953,0,98177,47.7035,-122.385,2960,8840 +321100260,20140630T000000,896000.0,5,2.75,2520,16100,1.0,0,3,4,8,1570,950,1960,0,98040,47.528,-122.224,2760,16988 +2325039084,20141217T000000,550000.0,2,1.75,1740,7290,1.0,0,0,3,8,1280,460,1950,0,98199,47.6461,-122.397,1820,6174 +2126049083,20150508T000000,324500.0,2,1.0,1300,6617,1.0,0,0,3,7,1300,0,1986,0,98125,47.7238,-122.302,1820,7800 +3298400350,20150105T000000,312500.0,3,1.0,1170,7350,1.0,0,0,4,7,1170,0,1960,0,98008,47.625,-122.117,1170,7350 +7558800240,20150414T000000,485000.0,4,3.25,1946,17786,2.0,0,1,4,7,1946,0,1990,0,98070,47.359,-122.452,1460,16661 +5100402782,20141020T000000,511000.0,2,1.0,1250,5413,1.0,0,0,4,7,1250,0,1923,0,98115,47.6945,-122.315,1250,5413 +5466310060,20150324T000000,139500.0,2,1.5,1230,1561,2.0,0,0,3,7,1230,0,1983,0,98042,47.3768,-122.149,1660,2243 +8079010310,20140611T000000,464000.0,4,2.5,2180,7203,2.0,0,0,4,8,2180,0,1989,0,98059,47.5119,-122.151,2350,7334 +8581200240,20150429T000000,255000.0,3,1.75,1740,8800,1.0,0,0,3,7,1140,600,1978,0,98023,47.2968,-122.372,1690,7920 +7853250070,20150417T000000,679975.0,4,2.5,3830,4644,2.0,0,0,3,8,2900,930,2004,0,98065,47.5384,-121.88,3400,6163 +7785000260,20140709T000000,624800.0,3,2.0,2250,14274,1.0,0,0,4,8,1500,750,1964,0,98040,47.5762,-122.217,2820,13813 +3525069037,20141120T000000,920000.0,3,2.75,2590,223027,2.0,0,0,3,9,2590,0,1983,0,98074,47.6145,-122.001,3410,212137 +4217401180,20140530T000000,1365000.0,3,2.5,2090,6000,1.5,0,0,4,9,2090,0,1928,0,98105,47.6567,-122.281,2730,6000 +8861700030,20141212T000000,510000.0,3,1.5,2400,10275,1.0,0,0,4,8,1540,860,1964,0,98052,47.6888,-122.126,2380,10125 +2287400030,20140626T000000,289659.0,4,2.25,2260,7200,2.0,0,0,4,7,2260,0,1984,0,98031,47.4121,-122.183,1720,7200 +7852010510,20150424T000000,585000.0,4,2.5,2910,6250,2.0,0,0,3,8,2910,0,1999,0,98065,47.538,-121.87,2550,6250 +5104512180,20140626T000000,555000.0,5,3.0,3640,6930,2.0,0,0,3,8,3640,0,2004,0,98038,47.3521,-122.012,3740,7182 +9201000030,20150313T000000,940000.0,4,2.75,3770,24897,2.0,0,2,4,8,2550,1220,1964,0,98075,47.5824,-122.078,2640,11502 +7199340560,20140909T000000,460000.0,3,2.0,1600,7350,1.0,0,0,4,7,1600,0,1979,0,98052,47.6977,-122.126,1600,7200 +5561700340,20141121T000000,319000.0,3,2.5,2110,7434,2.0,0,0,4,7,2110,0,1978,0,98031,47.3935,-122.169,2100,7749 +1657530350,20140519T000000,280000.0,3,2.5,1720,1916,2.0,0,0,3,7,1720,0,2005,0,98059,47.4895,-122.166,1760,1916 +9423800030,20141118T000000,250000.0,3,1.0,1100,7470,1.0,0,0,4,5,1100,0,1917,0,98065,47.5242,-121.831,1280,7055 +1939100560,20150116T000000,749950.0,4,2.5,2620,8312,2.0,0,0,3,9,2620,0,1990,0,98074,47.6272,-122.033,2260,8515 +626059276,20140530T000000,458000.0,5,2.5,3090,23265,1.0,0,0,3,8,2990,100,1957,0,98011,47.7709,-122.212,2560,18773 +7852020800,20150402T000000,465000.0,3,2.5,1890,4808,2.0,0,0,3,8,1890,0,2000,0,98065,47.5348,-121.866,2460,5348 +1994200012,20150413T000000,580000.0,3,1.75,1850,2797,1.0,0,0,3,8,1150,700,1977,0,98103,47.6871,-122.336,1450,4599 +6626100260,20140806T000000,700000.0,4,2.5,3100,36562,2.0,0,0,3,10,3100,0,1994,0,98077,47.7646,-122.065,3080,39351 +4166800320,20141110T000000,350000.0,4,2.5,2506,7206,2.0,0,0,3,8,2506,0,2007,0,98023,47.3236,-122.337,2441,7220 +5490210200,20140905T000000,456000.0,4,1.0,1700,7689,1.0,0,0,3,7,1080,620,1977,0,98052,47.6955,-122.116,1700,7333 +5067400162,20150218T000000,290000.0,3,2.0,1550,18958,1.5,0,0,3,7,1550,0,1983,0,98198,47.3699,-122.319,1840,12826 +4306500070,20140711T000000,475000.0,4,2.75,2200,16288,1.0,0,0,3,7,1290,910,1980,0,98059,47.4793,-122.122,2650,6620 +5416500260,20140908T000000,285000.0,3,2.5,1890,3629,2.0,0,0,3,7,1890,0,2005,0,98038,47.3613,-122.041,1980,4000 +1446800710,20150227T000000,309000.0,3,1.0,1140,6400,1.0,0,0,3,7,1140,0,1962,0,98168,47.4902,-122.331,1340,6650 +2324800350,20140506T000000,860000.0,4,2.0,3740,32417,2.0,0,0,3,9,3740,0,2000,0,98053,47.6728,-122.012,3180,32417 +6648500390,20150226T000000,219000.0,3,2.25,1940,6500,1.0,0,0,3,8,1440,500,1979,0,98042,47.3565,-122.149,1880,8991 +8078440140,20141009T000000,546500.0,3,2.5,2130,7199,2.0,0,0,3,8,2130,0,1990,0,98074,47.6331,-122.027,1890,7546 +2624049050,20150213T000000,338000.0,2,1.0,1470,5566,1.0,0,0,4,7,770,700,1919,0,98118,47.5348,-122.269,1410,5808 +1862400226,20150311T000000,505000.0,2,1.0,1070,8130,1.0,0,0,3,7,1070,0,1942,0,98117,47.697,-122.37,1360,7653 +4046700140,20141002T000000,340000.0,4,1.75,1680,15084,1.0,0,0,4,7,840,840,1979,0,98014,47.6895,-121.912,1800,15092 +3066410810,20140822T000000,678000.0,3,2.25,2730,10675,2.0,0,0,3,9,2730,0,1990,0,98074,47.6289,-122.042,2770,10570 +5453700140,20141208T000000,800000.0,3,1.75,1890,10292,1.0,0,0,4,8,1890,0,1969,0,98040,47.535,-122.234,2630,10625 +2648500030,20140725T000000,112000.0,1,1.0,1080,3230,1.0,0,0,3,6,1080,0,1963,0,98002,47.3075,-122.217,1210,5760 +4167100240,20150310T000000,252000.0,3,1.75,1440,16819,1.5,0,0,4,6,1440,0,1925,0,98023,47.3318,-122.373,1560,12376 +2460700030,20140604T000000,335000.0,4,2.75,2540,7210,1.0,0,0,4,7,1600,940,1979,0,98058,47.4601,-122.165,1820,7766 +682000030,20140703T000000,610000.0,3,2.0,2300,13418,1.0,0,0,3,8,1430,870,1955,0,98004,47.6075,-122.2,2140,9380 +9211500560,20141028T000000,245000.0,3,2.0,1690,6790,1.0,0,0,3,7,1360,330,1979,0,98023,47.2981,-122.38,1740,6790 +3211800140,20150205T000000,493500.0,3,1.75,1800,16026,1.0,0,0,3,8,1390,410,1972,0,98008,47.5815,-122.121,2210,13959 +2193340260,20150107T000000,596500.0,4,2.25,1770,8505,2.0,0,0,3,8,1770,0,1986,0,98052,47.6904,-122.102,1880,8939 +3419600125,20140701T000000,245000.0,3,2.0,1190,4072,1.5,0,0,5,6,1190,0,1907,0,98118,47.5276,-122.274,1680,5850 +1357300240,20141027T000000,333500.0,3,1.75,1320,7200,1.0,0,0,4,7,1320,0,1977,0,98028,47.7341,-122.237,1750,7260 +3876820140,20141110T000000,373000.0,3,1.0,1290,8974,1.0,0,0,5,7,1290,0,1976,0,98072,47.74,-122.173,1540,7500 +9526600710,20140724T000000,759900.0,4,2.5,3000,5639,2.0,0,0,3,8,3000,0,2008,0,98052,47.7066,-122.115,3000,4587 +2291400350,20140826T000000,317000.0,3,2.25,1358,1204,3.0,0,0,3,7,1358,0,2007,0,98133,47.7054,-122.346,1358,1196 +9834200390,20150512T000000,670000.0,3,1.5,1220,4080,1.5,0,0,5,7,1220,0,1914,0,98144,47.5746,-122.289,1320,4080 +7631200310,20141106T000000,985000.0,2,2.5,2720,26761,2.0,1,4,3,7,2720,0,1990,0,98166,47.4499,-122.376,1870,12396 +3438500796,20150430T000000,310000.0,3,1.5,1060,6954,1.0,0,0,4,6,1060,0,1983,0,98106,47.5497,-122.355,1560,6372 +11520200,20141015T000000,750000.0,4,2.5,3020,13122,2.0,0,0,3,9,2540,480,1997,0,98052,47.6989,-122.111,3020,10873 +339600070,20140721T000000,408000.0,3,2.0,1640,3440,2.0,0,0,3,7,1640,0,1987,0,98052,47.6829,-122.097,1070,3549 +629810800,20140617T000000,900000.0,5,3.75,3870,8225,2.0,0,0,3,10,3870,0,1998,0,98074,47.6078,-122.01,3600,9361 +8665900070,20150123T000000,460000.0,4,2.25,2860,15054,1.0,0,0,3,8,1460,1400,1957,0,98155,47.7655,-122.3,1730,18525 +9282800075,20150317T000000,339000.0,4,2.5,1740,6000,1.0,0,0,4,7,1740,0,1952,0,98178,47.5026,-122.236,1190,6000 +809002675,20150413T000000,660000.0,3,2.0,1140,6000,1.0,0,0,3,7,1140,0,1909,0,98109,47.637,-122.355,1260,4000 +6305900350,20150422T000000,449950.0,4,3.0,3290,10783,2.0,0,0,3,9,3290,0,1990,0,98031,47.3904,-122.178,2810,10783 +1180002075,20140825T000000,235000.0,3,1.0,1210,6000,1.0,0,0,3,7,1210,0,1930,0,98178,47.4984,-122.224,1210,6000 +8832900135,20150113T000000,769000.0,5,2.25,3320,13138,1.0,0,2,4,9,1900,1420,1964,0,98028,47.759,-122.269,2820,13138 +8682230400,20140507T000000,428000.0,2,2.0,1350,3900,1.0,0,0,3,8,1350,0,2003,0,98053,47.7094,-122.03,1440,3900 +9560800390,20140516T000000,445000.0,3,2.25,1990,7340,2.0,0,0,3,8,1990,0,1984,0,98072,47.7579,-122.141,2180,11223 +2558630350,20150321T000000,462000.0,4,2.5,2060,6958,1.0,0,0,3,7,1220,840,1974,0,98034,47.7251,-122.168,1760,7350 +7517500310,20150506T000000,775000.0,3,1.0,1460,6198,1.5,0,0,4,7,1460,0,1916,0,98107,47.6626,-122.361,2280,5160 +4141400030,20141201T000000,605000.0,4,1.75,2250,10108,1.0,0,0,4,8,2250,0,1967,0,98008,47.5922,-122.118,2050,9750 +8570900162,20141016T000000,193500.0,2,1.0,950,15996,1.0,0,0,4,7,950,0,1946,1995,98045,47.4987,-121.787,950,25510 +6837820030,20140522T000000,389950.0,4,2.5,3140,8060,2.0,0,0,3,9,3140,0,1991,0,98023,47.3091,-122.343,3000,8060 +98030400,20140711T000000,790000.0,4,3.5,3560,6098,2.0,0,0,3,10,3560,0,2006,0,98075,47.5828,-121.972,3660,6846 +7312400030,20150130T000000,442000.0,2,1.0,1410,5000,1.0,0,2,4,7,940,470,1918,0,98126,47.5531,-122.379,1450,5000 +5452800800,20140613T000000,890000.0,4,2.25,2770,13500,2.0,0,0,3,8,2770,0,1974,0,98040,47.543,-122.231,2300,13500 +7889000125,20150319T000000,235000.0,3,1.0,1864,6978,1.0,0,0,4,7,1864,0,1958,0,98002,47.285,-122.206,990,8000 +5101402276,20141217T000000,495000.0,4,1.75,1930,6720,1.0,0,2,3,8,1130,800,1959,0,98115,47.6935,-122.312,1850,6380 +1621069045,20150105T000000,600000.0,4,2.5,3870,50965,2.0,0,0,3,10,3870,0,2007,0,98010,47.3109,-122.045,2170,65843 +1370800935,20140618T000000,1400000.0,3,2.0,2020,5500,1.5,0,3,3,10,1790,230,1937,0,98199,47.6388,-122.409,2580,5500 +7522600030,20140826T000000,251000.0,3,2.0,1300,8400,1.0,0,0,4,7,1300,0,1967,0,98198,47.368,-122.315,1300,7500 +123059046,20150326T000000,471000.0,4,2.25,3410,57063,2.0,0,0,4,8,2410,1000,1978,0,98059,47.505,-122.11,2870,145490 +5201000030,20150323T000000,597000.0,4,2.5,2370,41338,2.0,0,0,3,8,2370,0,1995,0,98077,47.7379,-122.052,2340,46661 +8965500030,20140923T000000,804000.0,5,3.5,2770,9305,2.0,0,0,3,9,2770,0,1985,0,98006,47.5628,-122.114,2520,9773 +4019300030,20141013T000000,357000.0,3,1.75,1250,17493,1.0,0,0,3,7,1250,0,1972,0,98155,47.7613,-122.274,2180,19553 +8929000030,20140821T000000,419990.0,3,2.5,1690,1689,2.0,0,0,3,8,1150,540,2014,0,98029,47.5528,-121.999,1540,1689 +7880020030,20141110T000000,725000.0,4,2.5,3040,35201,2.0,0,0,4,10,3040,0,1987,0,98027,47.4872,-122.066,2990,35416 +806800400,20150209T000000,275000.0,3,2.5,2710,5733,2.0,0,0,3,7,2710,0,2003,0,98092,47.3357,-122.171,2720,5733 +7327500270,20140925T000000,445000.0,3,2.25,1190,13630,1.0,0,0,3,7,1190,0,1984,0,98045,47.4813,-121.735,1630,14405 +8568010310,20140912T000000,510000.0,3,2.5,2300,27566,2.0,0,0,3,9,2300,0,1995,0,98019,47.7369,-121.96,2480,16650 +1126049105,20140527T000000,330000.0,4,1.0,1360,13372,1.0,0,0,3,7,1360,0,1955,0,98028,47.7622,-122.263,1540,10283 +3438501662,20140818T000000,270000.0,3,1.0,1500,5605,1.0,0,0,5,6,750,750,1942,0,98106,47.5456,-122.359,1050,9100 +293000036,20150403T000000,495000.0,4,2.0,1610,4770,1.0,0,0,4,7,1230,380,1941,0,98126,47.5333,-122.381,1180,6120 +2648000071,20150306T000000,225000.0,4,1.75,1420,10300,2.0,0,0,3,7,1420,0,1950,2001,98002,47.3121,-122.215,1420,10300 +5273200060,20150504T000000,716528.0,3,1.5,1750,5400,1.0,0,0,4,7,1050,700,1952,0,98115,47.6799,-122.279,1750,5400 +2025701360,20141014T000000,260000.0,3,2.5,1510,6095,2.0,0,0,4,7,1510,0,1991,0,98038,47.3498,-122.037,1520,6000 +7787120260,20140609T000000,471000.0,4,2.5,2330,9928,2.0,0,0,3,8,2330,0,1998,0,98045,47.4836,-121.783,2430,8175 +4154305085,20150226T000000,690000.0,5,3.5,2690,4800,2.0,0,2,3,8,1930,760,1919,1984,98118,47.5592,-122.269,2080,4900 +967000400,20150428T000000,548000.0,5,1.5,1700,7200,1.5,0,0,3,7,1700,0,1937,0,98011,47.7614,-122.203,1460,7194 +5101401816,20140726T000000,505000.0,3,1.0,1020,5410,1.0,0,0,4,7,880,140,1928,0,98115,47.6924,-122.31,1580,5376 +3755000310,20141217T000000,325000.0,3,1.0,1160,11799,1.0,0,0,3,7,1160,0,1966,0,98034,47.7263,-122.229,1220,10500 +7300200400,20141105T000000,682000.0,4,2.25,2450,34092,2.0,0,0,4,8,2450,0,1980,0,98075,47.5751,-122.049,2410,35378 +1795920350,20140617T000000,605000.0,3,2.25,2010,10760,2.0,0,0,3,8,2010,0,1985,0,98052,47.7276,-122.103,2240,9357 +3530440140,20150505T000000,276200.0,2,1.75,1370,4495,1.0,0,0,4,8,1370,0,1975,0,98198,47.3794,-122.317,1370,4686 +6690500060,20140724T000000,530000.0,3,1.0,1370,4040,1.5,0,0,3,7,1370,0,1906,0,98103,47.6867,-122.354,1220,3030 +3568200060,20140902T000000,245000.0,3,3.0,1990,9600,1.0,0,0,3,7,1440,550,1988,0,98003,47.3499,-122.296,1670,9600 +3530200160,20140603T000000,654950.0,4,2.5,2790,45902,2.0,0,0,3,9,2790,0,1987,0,98077,47.7674,-122.086,2890,42421 +40000228,20141015T000000,221900.0,2,1.0,780,6727,1.0,0,0,3,6,780,0,1939,0,98168,47.4733,-122.281,1860,10124 +3878900270,20150429T000000,466000.0,4,2.0,2240,4508,1.0,0,2,4,8,1340,900,1926,0,98178,47.5096,-122.25,1930,5250 +8029600400,20150213T000000,383150.0,3,2.0,2210,6387,1.0,0,0,3,8,2210,0,2003,0,98003,47.265,-122.302,2570,6497 +4083300510,20140505T000000,657100.0,4,1.0,1390,4240,1.0,0,0,3,7,1050,340,1924,0,98103,47.6596,-122.338,1810,4240 +1026069155,20150312T000000,539000.0,3,2.0,1800,43995,2.0,0,0,3,8,1800,0,1988,0,98077,47.7585,-122.022,2290,51400 +3298600340,20140905T000000,400000.0,6,3.0,3320,15600,1.0,0,0,4,8,1660,1660,1977,0,98092,47.2983,-122.166,2330,15360 +1921059235,20140620T000000,215000.0,4,2.5,1960,11600,1.0,0,0,5,6,980,980,1931,0,98002,47.2898,-122.222,1160,7685 +2887701420,20141124T000000,489000.0,2,1.0,850,2850,1.0,0,0,4,7,850,0,1927,0,98115,47.6875,-122.309,1450,4015 +2553300270,20141105T000000,649000.0,4,2.5,2980,12764,2.0,0,0,3,10,2980,0,1994,0,98075,47.5857,-122.027,3080,9810 +6206100075,20150512T000000,700000.0,4,1.75,1980,10800,1.0,0,0,4,8,1320,660,1953,0,98005,47.5899,-122.173,2310,10800 +1397300055,20140520T000000,268500.0,2,1.0,790,8424,1.0,0,0,4,6,790,0,1953,0,98133,47.7511,-122.352,1470,8424 +1357900060,20140610T000000,515000.0,3,2.5,1800,5001,2.0,0,0,3,7,1800,0,1996,0,98034,47.7126,-122.231,2106,5618 +9346700030,20150223T000000,685000.0,4,2.0,2260,10800,1.0,0,0,3,9,2260,0,1978,0,98007,47.6124,-122.153,2650,9900 +730000139,20141016T000000,305000.0,2,1.5,800,2142,2.0,0,0,3,7,800,0,2006,0,98144,47.5917,-122.297,1320,2742 +4219400465,20150112T000000,950000.0,4,2.0,2490,4600,1.5,0,2,3,8,2090,400,1926,0,98105,47.6557,-122.278,2910,5000 +8947250060,20150326T000000,292500.0,4,2.5,1610,4568,2.0,0,0,3,7,1610,0,2006,0,98001,47.3351,-122.289,1834,4604 +3293700496,20140814T000000,270000.0,4,1.75,1850,7730,1.0,0,0,5,7,1100,750,1956,0,98133,47.7481,-122.355,2260,8581 +3293700496,20141204T000000,450000.0,4,1.75,1850,7730,1.0,0,0,5,7,1100,750,1956,0,98133,47.7481,-122.355,2260,8581 +2921700060,20141027T000000,535000.0,4,1.0,1920,6480,1.5,0,0,3,7,1920,0,1920,0,98117,47.6897,-122.374,1600,6470 +3629870200,20150306T000000,550000.0,3,2.5,1740,3082,2.0,0,0,3,8,1740,0,2000,0,98029,47.5489,-122.006,1910,3075 +6909200335,20140624T000000,457500.0,3,2.25,1430,2003,2.0,0,0,3,8,980,450,1996,0,98144,47.5908,-122.292,2210,4000 +8945100320,20140506T000000,136500.0,3,1.5,1420,8580,1.0,0,0,3,6,1420,0,1962,0,98023,47.3076,-122.362,1200,8580 +8945100320,20141008T000000,224097.0,3,1.5,1420,8580,1.0,0,0,3,6,1420,0,1962,0,98023,47.3076,-122.362,1200,8580 +6792200282,20140922T000000,254000.0,3,2.5,1560,10608,2.0,0,0,3,7,1560,0,1994,0,98042,47.3572,-122.161,1360,10608 +1471701170,20140611T000000,335000.0,4,2.25,2030,13500,1.0,0,0,3,7,1230,800,1963,0,98059,47.4596,-122.066,1830,13800 +8564850200,20150402T000000,594950.0,5,2.5,3280,6553,2.0,0,0,3,9,3280,0,2012,0,98045,47.475,-121.737,3360,7242 +1471610070,20140827T000000,350000.0,3,1.75,1360,18123,1.0,0,0,3,8,1360,0,1983,0,98045,47.4716,-121.756,1570,16817 +3384300160,20140916T000000,169950.0,3,1.0,1180,9832,1.0,0,0,3,7,1180,0,1970,0,98042,47.3845,-122.085,1220,9894 +6139800390,20141006T000000,432500.0,3,2.5,1940,10800,1.0,0,0,3,8,1340,600,1979,0,98077,47.7471,-122.075,2080,9600 +8819900270,20140520T000000,440000.0,2,1.75,1300,4000,2.0,0,0,3,7,1300,0,1948,0,98105,47.6687,-122.288,1350,4013 +8944290200,20140918T000000,233703.0,3,2.25,1650,3788,2.0,0,0,3,7,1650,0,1985,0,98031,47.3908,-122.167,1510,3994 +4057300030,20141114T000000,310000.0,3,1.5,1140,3292,2.0,0,0,3,7,1140,0,1988,0,98029,47.5701,-122.017,1150,3592 +1277000240,20150402T000000,735000.0,3,2.5,2540,6762,2.0,0,0,3,10,2540,0,1998,0,98007,47.6239,-122.144,2870,6631 +3345100002,20141217T000000,730000.0,4,2.75,3440,8150,2.0,0,0,3,10,3440,0,2014,0,98056,47.5168,-122.189,2560,8315 +179000505,20141024T000000,257000.0,3,1.75,1800,9000,1.0,0,0,3,7,1200,600,1961,0,98178,47.4932,-122.278,980,6000 +1972200751,20140519T000000,485000.0,2,2.25,1260,1240,3.0,0,0,3,8,1260,0,2004,0,98103,47.6531,-122.352,1330,1300 +868002080,20140619T000000,899000.0,4,2.25,2370,6000,1.0,0,2,3,8,1440,930,1959,0,98177,47.7023,-122.388,3280,8843 +4426600125,20141118T000000,279000.0,3,1.0,1520,8055,1.5,0,0,3,7,1520,0,1952,0,98125,47.7222,-122.305,1560,8160 +1683500140,20141211T000000,225000.0,4,2.0,1750,7245,1.0,0,0,4,7,1050,700,1974,0,98092,47.3164,-122.196,1640,7245 +1689401230,20140625T000000,1355000.0,3,1.5,2680,4775,2.0,0,2,5,8,1880,800,1913,0,98109,47.6333,-122.347,2280,5947 +7852060370,20140811T000000,355000.0,3,2.5,1590,4242,2.0,0,0,3,7,1590,0,2000,0,98065,47.5309,-121.876,1590,3702 +3876200060,20140502T000000,382500.0,4,1.75,1560,8700,1.0,0,0,4,7,1560,0,1967,0,98034,47.7274,-122.181,2080,8000 +2571910260,20141107T000000,324360.0,3,2.5,2000,9669,2.0,0,0,4,8,2000,0,1992,0,98022,47.1964,-122.009,1930,9202 +8731900640,20150324T000000,315000.0,3,1.75,2380,10450,1.5,0,0,3,8,2380,0,1966,0,98023,47.3143,-122.37,2320,8500 +1826049094,20140716T000000,426000.0,2,1.0,2230,11472,2.0,0,0,3,7,2230,0,1951,0,98133,47.7372,-122.35,1870,8649 +2345700260,20150406T000000,395000.0,5,2.5,2820,6305,2.0,0,0,3,8,2820,0,2003,0,98003,47.2616,-122.296,2610,6306 +3622069050,20141121T000000,212644.0,3,1.0,1570,9650,1.5,0,0,5,5,1570,0,1922,0,98010,47.3531,-121.982,1330,9650 +3342100160,20141009T000000,510000.0,3,3.0,1845,5100,2.0,0,2,5,8,1845,0,1947,0,98056,47.5204,-122.208,2100,7650 +2422049104,20140915T000000,85000.0,2,1.0,830,9000,1.0,0,0,3,6,830,0,1939,0,98032,47.3813,-122.243,1160,7680 +2422049104,20141230T000000,235000.0,2,1.0,830,9000,1.0,0,0,3,6,830,0,1939,0,98032,47.3813,-122.243,1160,7680 +6600350140,20150408T000000,295000.0,4,2.5,2030,5754,2.0,0,0,3,8,2030,0,2001,0,98042,47.3542,-122.137,2030,5784 +510003230,20140810T000000,720001.0,3,2.5,1430,2200,1.5,0,0,4,7,1430,0,1910,0,98103,47.6601,-122.331,1740,4275 +1995200200,20140506T000000,313950.0,3,1.0,1510,6083,1.0,0,0,4,6,860,650,1940,0,98115,47.6966,-122.324,1510,5712 +1995200200,20141008T000000,415000.0,3,1.0,1510,6083,1.0,0,0,4,6,860,650,1940,0,98115,47.6966,-122.324,1510,5712 +2473480350,20140519T000000,305000.0,3,1.75,1610,12247,1.0,0,0,3,8,1610,0,1981,0,98058,47.4476,-122.124,2010,9271 +1189000700,20141001T000000,625000.0,3,1.5,1600,4128,1.5,0,0,3,8,1250,350,1906,0,98122,47.6122,-122.297,1540,3976 +7923700030,20150414T000000,490000.0,3,1.0,1420,11040,1.0,0,0,4,7,1420,0,1961,0,98007,47.5969,-122.14,1530,8208 +1796360340,20140722T000000,269950.0,3,2.0,1660,8641,2.0,0,0,4,8,1660,0,1987,0,98042,47.3663,-122.088,1490,8641 +625059036,20140813T000000,2700000.0,5,4.0,4230,27295,2.0,1,4,3,8,3230,1000,1949,1985,98033,47.6803,-122.214,2660,27295 +5694500200,20140813T000000,829000.0,4,3.0,3310,4500,2.5,0,0,5,9,2910,400,1900,0,98103,47.6594,-122.345,1440,3750 +224069114,20140829T000000,635000.0,4,2.5,2470,77550,1.0,0,0,4,7,2470,0,1987,0,98075,47.5888,-122.011,2490,40894 +5379802871,20150312T000000,217500.0,3,1.0,1040,9750,1.0,0,0,3,7,1040,0,1959,0,98188,47.4553,-122.274,1510,11100 +1311600030,20140716T000000,270000.0,4,1.75,1850,7350,1.0,0,0,3,7,1050,800,1965,0,98001,47.3413,-122.277,1450,7250 +669000350,20140926T000000,1245000.0,3,3.0,4610,8400,2.0,0,2,3,8,2790,1820,1947,1999,98144,47.5854,-122.292,2160,5000 +2494000070,20150127T000000,480000.0,4,2.5,2480,5100,2.0,0,0,3,8,2480,0,2007,0,98019,47.7383,-121.969,2270,5115 +2771600350,20140506T000000,575000.0,3,1.75,2130,6500,1.0,0,2,3,8,1170,960,1954,0,98199,47.6424,-122.386,2020,5000 +1091310140,20141103T000000,426950.0,4,2.75,2350,5589,2.0,0,0,3,7,2350,0,2001,0,98059,47.5098,-122.155,2014,6365 +1450100390,20140905T000000,125000.0,3,1.0,920,7314,1.0,0,0,3,6,920,0,1960,0,98002,47.2892,-122.22,1010,7420 +1450100390,20150316T000000,208000.0,3,1.0,920,7314,1.0,0,0,3,6,920,0,1960,0,98002,47.2892,-122.22,1010,7420 +2473250400,20140924T000000,325000.0,4,2.0,1780,10622,1.0,0,0,4,7,900,880,1976,0,98058,47.4573,-122.158,1550,8900 +1420700030,20140922T000000,597157.0,7,4.0,2690,10880,1.0,0,0,4,8,2690,0,1960,0,98033,47.6787,-122.168,1840,10836 +3630110340,20150107T000000,728725.0,4,2.5,3010,3120,2.5,0,2,3,8,3010,0,2006,0,98029,47.5539,-121.996,2140,3840 +1313000240,20140818T000000,708000.0,5,2.0,3180,10800,1.0,0,0,3,8,1910,1270,1968,0,98052,47.6354,-122.103,2440,9750 +1441600160,20140723T000000,1300000.0,4,3.0,4120,14021,2.0,0,0,3,11,4120,0,2005,0,98075,47.5985,-122.026,4390,14684 +8807600140,20150424T000000,405000.0,3,1.0,1280,11625,1.0,0,0,4,7,1280,0,1977,0,98053,47.6827,-122.059,1320,10875 +8928100125,20141028T000000,550000.0,4,2.75,1690,6090,1.5,0,0,3,7,1400,290,1945,0,98115,47.6814,-122.269,1820,6090 +7853302180,20150409T000000,451000.0,4,2.5,2320,5375,2.0,0,0,3,7,2320,0,2006,0,98065,47.5415,-121.883,2060,5395 +9325200160,20140619T000000,540500.0,5,3.75,3090,7415,2.0,0,0,3,8,3090,0,2014,0,98166,47.435,-122.329,2790,7425 +98001000,20141007T000000,1025000.0,5,3.5,5050,16500,2.0,0,2,3,11,5050,0,2001,0,98075,47.5863,-121.967,4570,16500 +3306200240,20141125T000000,218000.0,4,1.0,1640,10455,1.0,0,0,3,7,950,690,1963,0,98023,47.2974,-122.366,1360,9750 +7436500060,20141020T000000,562000.0,4,2.25,2170,7007,1.0,0,0,3,8,1540,630,1974,0,98033,47.672,-122.169,2040,7700 +1022059032,20140812T000000,401500.0,4,2.5,3140,94525,2.0,0,0,4,8,2280,860,1977,0,98042,47.4155,-122.163,1910,14300 +1523049083,20141112T000000,196700.0,2,1.0,1090,9994,1.0,0,0,3,7,1090,0,1954,0,98168,47.4761,-122.287,1090,11700 +9346920070,20140822T000000,583000.0,3,1.75,1930,10183,1.0,0,0,4,8,1480,450,1975,0,98006,47.5624,-122.135,2320,10000 +5709200030,20141204T000000,309900.0,5,2.5,2100,17825,1.0,0,0,4,7,1400,700,1974,0,98092,47.3094,-122.191,2200,14602 +5104470070,20141016T000000,485000.0,4,3.0,3110,18843,2.0,0,0,3,9,3110,0,1995,0,98058,47.4619,-122.154,3080,14735 +3330500075,20150424T000000,465000.0,3,1.0,930,3348,1.0,0,0,4,6,930,0,1926,0,98118,47.5532,-122.277,1210,3348 +200800200,20140812T000000,595000.0,4,2.25,2050,8372,2.0,0,0,4,8,2050,0,1984,0,98052,47.7234,-122.107,2010,8037 +1432400570,20140718T000000,254000.0,3,1.0,1160,7560,1.0,0,0,4,6,1160,0,1958,0,98058,47.45,-122.179,1160,7560 +1552510160,20141030T000000,488500.0,3,2.75,1820,9490,2.0,0,0,3,7,1820,0,1994,0,98011,47.7481,-122.178,1950,8851 +2473460860,20141027T000000,260000.0,4,2.5,2110,8990,2.0,0,0,3,8,2110,0,1977,0,98058,47.4457,-122.127,2040,8800 +7812800681,20150102T000000,166000.0,2,1.0,870,8487,1.0,0,0,4,6,870,0,1944,0,98178,47.4955,-122.239,1350,6850 +579000550,20141107T000000,440000.0,2,1.5,1080,6760,1.0,0,2,3,6,1080,0,1923,0,98117,47.7008,-122.386,2080,5800 +2916200138,20150202T000000,375000.0,3,2.0,1260,7560,2.0,0,0,5,6,1260,0,1943,0,98133,47.7225,-122.351,1260,7595 +6821100125,20150225T000000,529500.0,2,1.0,900,4800,1.0,0,0,4,6,780,120,1944,0,98199,47.6575,-122.4,1270,5520 +1529300135,20141014T000000,338000.0,2,1.0,750,6439,1.0,0,0,4,6,750,0,1934,0,98103,47.6995,-122.354,1470,6374 +4124000320,20150316T000000,335620.0,3,2.25,1800,15903,1.0,0,0,3,8,1340,460,1986,0,98038,47.3813,-122.043,2000,15233 +1775910370,20150205T000000,464000.0,4,2.25,2220,15232,1.0,0,0,3,9,1690,530,1978,0,98072,47.7449,-122.103,2110,15280 +4365200505,20141003T000000,354000.0,2,1.0,1390,7740,1.0,0,0,4,6,1390,0,1925,0,98126,47.5232,-122.371,1290,7740 +7960100030,20140814T000000,601000.0,4,3.5,2160,3600,2.0,0,0,3,8,1660,500,1998,0,98122,47.6103,-122.297,1230,3840 +9264900350,20150424T000000,285000.0,3,2.25,1840,9040,1.0,0,0,3,8,1370,470,1979,0,98023,47.3144,-122.339,1870,8992 +955000060,20140930T000000,462500.0,2,2.0,1690,4200,2.0,0,0,3,7,1690,0,1906,0,98112,47.621,-122.303,1540,4200 +5205000160,20140711T000000,350000.0,4,2.5,2650,10459,2.0,0,0,4,8,2650,0,1989,0,98003,47.2739,-122.293,2340,8777 +6145600955,20141224T000000,329000.0,4,1.0,1120,3844,1.0,0,0,3,7,1120,0,1972,0,98133,47.7038,-122.352,1480,3844 +2472950350,20150411T000000,312500.0,4,2.5,2500,11983,1.0,0,0,3,7,1320,1180,1984,2008,98058,47.4292,-122.148,1460,9005 +9475710060,20140613T000000,370000.0,4,2.5,2220,5338,2.0,0,0,3,7,2220,0,2001,0,98059,47.4887,-122.15,2220,5338 +1112700060,20150311T000000,399900.0,3,1.75,1260,12750,1.0,0,0,3,7,1260,0,1979,0,98034,47.7289,-122.233,1460,7865 +66000140,20141120T000000,398000.0,3,1.0,1480,6550,1.5,0,0,4,6,1480,0,1925,0,98126,47.5498,-122.381,1200,6550 +1021000060,20150304T000000,550500.0,2,1.5,930,7400,1.0,0,2,4,7,830,100,1909,0,98116,47.5691,-122.408,1920,4152 +4154304740,20150224T000000,709000.0,3,2.75,2780,7200,1.5,0,0,4,8,1870,910,1913,0,98118,47.5632,-122.27,1700,7200 +7972604215,20141212T000000,402000.0,5,2.75,2770,7620,1.0,0,0,3,7,1700,1070,1965,0,98106,47.5188,-122.348,1720,7620 +7979900126,20140626T000000,450000.0,3,1.5,1530,23660,1.0,0,0,3,7,1530,0,1952,0,98155,47.7467,-122.295,1800,11407 +2821100125,20141120T000000,524000.0,3,2.25,2140,6720,1.0,0,0,3,8,1440,700,1961,0,98117,47.6949,-122.396,2060,6720 +2323089065,20141217T000000,800000.0,4,2.75,4600,322188,1.0,0,4,3,10,2400,2200,1989,0,98045,47.4626,-121.739,3740,114562 +6623400187,20140923T000000,185000.0,4,1.0,1760,8906,1.0,0,0,3,7,1230,530,1966,0,98055,47.4288,-122.198,1180,10407 +6623400187,20150220T000000,365000.0,4,1.0,1760,8906,1.0,0,0,3,7,1230,530,1966,0,98055,47.4288,-122.198,1180,10407 +325049234,20140909T000000,925000.0,4,2.5,3110,11422,2.0,0,0,3,9,3110,0,1989,0,98115,47.6833,-122.271,2850,7254 +8016300240,20150402T000000,714000.0,3,1.75,2260,11781,1.0,0,0,4,8,1520,740,1968,0,98008,47.5982,-122.128,2530,10176 +7955040160,20141016T000000,495000.0,3,2.0,1460,9759,1.0,0,0,5,7,1460,0,1972,0,98052,47.6644,-122.144,1620,8421 +6414600232,20150420T000000,535000.0,3,2.25,2050,6648,1.0,0,0,3,7,1230,820,1990,0,98133,47.7258,-122.332,1760,7200 +1824059070,20141024T000000,880000.0,4,2.5,2340,10800,1.0,0,0,3,8,2340,0,1953,2007,98040,47.5715,-122.225,2650,13500 +6031400013,20140616T000000,150000.0,3,1.5,1230,8056,1.0,0,0,4,6,1230,0,1949,0,98168,47.4878,-122.314,850,6714 +9557300570,20150327T000000,554500.0,3,2.25,1880,6565,1.0,0,0,4,8,1420,460,1972,0,98008,47.6396,-122.113,2060,7280 +4443800960,20150408T000000,520000.0,3,1.75,1280,3880,1.5,0,0,5,7,1280,0,1916,0,98117,47.6871,-122.391,980,3880 +7203220310,20140822T000000,839990.0,4,2.75,3660,5637,2.0,0,0,3,9,3660,0,2014,0,98053,47.6845,-122.017,3625,5639 +7202330030,20140822T000000,500000.0,3,2.5,1650,5683,2.0,0,0,3,7,1650,0,2003,0,98053,47.683,-122.035,1650,4193 +3353404510,20150107T000000,305000.0,2,1.0,1960,186872,1.5,0,0,4,6,1960,0,1936,0,98001,47.2681,-122.267,1650,19200 +6064800550,20140802T000000,247800.0,3,2.5,1580,2170,2.0,0,0,3,7,1580,0,2003,0,98118,47.5418,-122.289,1610,1917 +1786630160,20140711T000000,344200.0,4,2.5,2490,5812,2.0,0,0,3,8,2490,0,2000,0,98042,47.3875,-122.155,2690,6012 +3709500140,20140623T000000,459950.0,4,2.5,2000,6107,2.0,0,0,3,8,2000,0,2003,0,98011,47.7557,-122.221,2040,6520 +7942300070,20140915T000000,229900.0,4,1.75,1550,9899,1.0,0,0,4,7,1550,0,1967,0,98030,47.3583,-122.183,1500,11272 +7525300240,20150219T000000,750000.0,4,2.25,2820,9602,1.0,0,1,3,8,1950,870,1974,0,98008,47.5881,-122.113,2890,9602 +3579000800,20141024T000000,509000.0,4,2.5,2600,9355,1.0,0,0,3,9,1840,760,1983,0,98028,47.7446,-122.249,2250,7691 +3577000116,20150325T000000,680000.0,4,1.0,2200,12137,1.0,0,4,4,8,1640,560,1956,0,98028,47.7473,-122.261,3250,17153 +5490210320,20140627T000000,661500.0,5,2.5,2500,7200,1.0,0,0,4,7,1490,1010,1977,0,98052,47.6964,-122.12,1960,8325 +3259400030,20141125T000000,370000.0,2,1.0,1270,1399,3.0,0,0,3,7,1270,0,2000,0,98136,47.5552,-122.381,1140,1442 +3134100162,20140717T000000,785000.0,4,2.75,2900,17400,1.0,0,0,4,8,2410,490,1978,0,98052,47.6431,-122.108,2620,12240 +9277700075,20140818T000000,355000.0,2,1.0,840,6720,1.0,0,0,3,7,840,0,1952,0,98116,47.5707,-122.396,1250,6720 +1172000135,20140731T000000,446000.0,4,2.0,1940,6350,1.0,0,0,4,7,970,970,1951,0,98103,47.6948,-122.357,960,6350 +1025059094,20150128T000000,830000.0,5,3.5,3490,21780,2.0,0,0,3,8,3490,0,1996,0,98052,47.6707,-122.144,3070,7829 +6705900070,20141028T000000,324000.0,3,2.5,1940,8347,2.0,0,0,3,8,1940,0,1990,0,98042,47.3654,-122.164,1940,7131 +9522400350,20141008T000000,500000.0,4,2.25,2490,23478,2.0,0,0,3,8,2490,0,1981,0,98072,47.7547,-122.094,2030,12611 +650000030,20141017T000000,745000.0,3,1.0,1390,9112,1.0,0,0,4,7,1390,0,1951,0,98004,47.6071,-122.197,2290,9112 +8712100435,20141110T000000,1197000.0,4,2.5,3940,4407,2.0,0,0,4,8,2620,1320,1921,0,98112,47.6374,-122.299,1790,4407 +1530900560,20141215T000000,385000.0,2,2.5,1760,3710,1.0,0,0,3,8,1130,630,1988,0,98072,47.7335,-122.16,1760,4200 +6868200060,20141211T000000,565000.0,3,2.25,2560,8040,1.0,0,0,3,8,1510,1050,1958,0,98125,47.7124,-122.303,1980,8040 +7767400060,20141119T000000,465000.0,4,2.5,2300,7314,1.0,0,0,4,8,1420,880,1979,0,98133,47.7671,-122.33,2010,7314 +820000012,20140827T000000,401000.0,3,3.25,1770,1977,3.0,0,0,3,8,1770,0,2001,0,98125,47.7186,-122.314,1860,2210 +3308030060,20140619T000000,385000.0,3,1.75,2310,11200,1.0,0,0,4,8,1630,680,1978,0,98030,47.3637,-122.21,2350,13300 +9485750240,20141017T000000,395000.0,3,2.5,2310,4930,2.0,0,0,4,8,2310,0,1989,0,98055,47.4512,-122.208,2230,5324 +3826000550,20150414T000000,245000.0,5,1.5,2000,8100,1.5,0,0,3,6,2000,0,1946,0,98168,47.4945,-122.304,960,9239 +7960100075,20150325T000000,500000.0,3,2.0,1540,3600,1.0,0,0,3,7,890,650,1994,0,98122,47.6103,-122.296,1540,3600 +7461400400,20141103T000000,334000.0,5,1.75,2590,6720,1.0,0,0,4,7,1750,840,1979,0,98055,47.435,-122.192,1820,7521 +6206100030,20150501T000000,550000.0,3,1.0,980,10960,1.0,0,0,4,7,980,0,1953,0,98005,47.5908,-122.173,2100,10960 +7888300340,20141124T000000,216000.0,3,1.0,1730,7950,1.0,0,0,4,7,1180,550,1961,0,98198,47.3644,-122.312,1830,8890 +1180000885,20141030T000000,340500.0,3,2.5,3070,5871,3.0,0,0,4,8,2510,560,1928,0,98178,47.5007,-122.223,2220,4000 +1081330060,20140813T000000,375000.0,4,2.25,2100,12738,2.0,0,0,4,8,2100,0,1975,0,98059,47.4698,-122.118,2000,12090 +9536600105,20150109T000000,600000.0,3,2.75,2080,16740,1.0,0,3,3,8,1580,500,1966,0,98198,47.3632,-122.324,2175,7568 +2783100160,20140515T000000,375000.0,4,1.75,1890,8000,1.0,0,0,4,7,1250,640,1960,0,98133,47.7576,-122.333,1870,8270 +9297301505,20140509T000000,536500.0,4,1.75,2000,4000,1.5,0,0,5,7,1450,550,1926,0,98126,47.5659,-122.375,1430,4000 +5561300340,20140924T000000,599900.0,3,3.0,3030,35123,2.0,0,0,4,8,1760,1270,1984,0,98027,47.4694,-122.006,2810,36205 +1794500695,20150304T000000,750000.0,2,1.5,1110,3600,1.0,0,0,5,7,1110,0,1904,0,98119,47.6382,-122.359,1670,5400 +2797500030,20150211T000000,355000.0,3,1.0,1650,10075,1.0,0,0,3,7,1170,480,1955,0,98177,47.7695,-122.359,1690,8125 +9214400125,20140701T000000,590000.0,3,2.0,1410,6413,1.0,0,0,4,7,910,500,1947,0,98115,47.6826,-122.298,1330,6050 +6821101895,20150507T000000,680000.0,2,1.0,2140,6000,1.0,0,0,4,7,1070,1070,1946,0,98199,47.651,-122.399,1560,6000 +8079040140,20141006T000000,429000.0,3,2.5,1860,11122,2.0,0,0,3,8,1860,0,1994,0,98059,47.5062,-122.151,2420,8542 +7518507580,20150502T000000,581000.0,2,1.0,1170,4080,1.0,0,0,4,7,1170,0,1909,0,98117,47.6784,-122.386,1560,4586 +3863800030,20150331T000000,463800.0,3,1.5,980,7770,1.0,0,0,4,7,980,0,1968,0,98033,47.6923,-122.201,1470,7350 +3303850390,20141212T000000,2983000.0,5,5.5,7400,18898,2.0,0,3,3,13,6290,1110,2001,0,98006,47.5431,-122.112,6110,26442 +7128300060,20140707T000000,443000.0,5,1.75,1650,3000,1.5,0,0,3,8,1650,0,1902,0,98144,47.5955,-122.306,1740,4000 +104510340,20140925T000000,276200.0,3,2.5,1480,7210,1.0,0,0,3,7,1180,300,1986,0,98023,47.3124,-122.351,1690,7396 +114101505,20150423T000000,630000.0,5,3.5,4060,8309,2.0,0,0,3,9,2960,1100,2001,0,98028,47.757,-122.228,1730,11711 +1928300350,20141222T000000,570000.0,3,1.75,1370,3300,2.0,0,0,5,7,1370,0,1927,0,98105,47.6714,-122.32,1560,3927 +1370800560,20141013T000000,979700.0,4,2.25,2480,6000,2.0,0,2,3,10,2380,100,1929,0,98199,47.6392,-122.406,3030,5600 +8825900310,20141211T000000,730000.0,4,2.5,2030,4080,1.5,0,0,4,8,1730,300,1921,0,98115,47.6753,-122.311,1980,4080 +4167700240,20141204T000000,268450.0,5,2.25,2200,9600,1.0,0,0,4,7,1100,1100,1963,0,98023,47.3263,-122.364,1780,9680 +2138800060,20150304T000000,490000.0,3,1.75,1770,7508,1.0,0,0,3,7,1270,500,1962,0,98133,47.7354,-122.343,1690,8880 +579002220,20140827T000000,808000.0,3,2.5,2550,6240,1.0,0,3,5,8,1750,800,1957,0,98117,47.6992,-122.387,2180,5200 +9144300060,20150430T000000,350000.0,3,1.0,1250,9786,1.0,0,0,4,7,1250,0,1969,0,98072,47.7622,-122.163,1660,9621 +4441300416,20141028T000000,695000.0,4,1.75,2390,5880,1.0,0,2,3,8,1390,1000,1957,0,98117,47.6956,-122.399,2210,6260 +3225069301,20140612T000000,1228000.0,4,2.5,5730,44947,2.0,0,4,3,11,4280,1450,1991,0,98074,47.6052,-122.064,3310,17628 +6620400400,20140813T000000,309950.0,1,1.0,1120,11800,1.5,0,0,3,7,1120,0,1950,0,98168,47.5123,-122.331,2330,9290 +3361402041,20141030T000000,134000.0,3,1.0,1270,8508,1.0,0,0,4,6,650,620,1942,0,98168,47.4961,-122.322,1200,9415 +1150000340,20141118T000000,645500.0,4,2.5,2390,9638,2.0,0,0,3,10,2390,0,1988,0,98029,47.5598,-122.018,2630,9258 +7015200800,20150309T000000,750000.0,3,2.0,1760,5488,1.5,0,0,3,7,1540,220,1927,0,98119,47.6479,-122.367,1760,5943 +5316100106,20141010T000000,1399000.0,3,2.5,2560,3600,2.0,0,0,3,9,2110,450,1967,2003,98112,47.632,-122.279,2690,4800 +3102700160,20140925T000000,344900.0,4,1.75,1820,7700,1.0,0,0,4,7,1100,720,1955,0,98177,47.7545,-122.357,1700,8500 +8129700565,20141008T000000,601450.0,2,3.25,1840,1500,3.0,0,0,3,8,1840,0,2001,0,98103,47.6595,-122.354,1910,2500 +9839300125,20150107T000000,575000.0,4,2.0,1810,4400,2.0,0,0,3,8,1700,110,1909,0,98122,47.6132,-122.292,1470,4400 +2011400710,20140521T000000,405000.0,3,1.75,2470,9620,1.0,0,1,4,7,1570,900,1962,0,98198,47.3996,-122.32,2600,9620 +1522700060,20140624T000000,518000.0,4,2.75,2520,14021,2.0,0,0,3,9,2520,0,1999,0,98019,47.7344,-121.957,2330,14007 +7568700135,20140717T000000,265000.0,2,1.0,1600,7936,1.0,0,0,3,7,1600,0,1947,0,98155,47.7411,-122.322,1580,7440 +8651411070,20140925T000000,180000.0,3,1.0,1280,4875,1.0,0,0,5,6,1280,0,1969,0,98042,47.3686,-122.081,1060,4875 +2616700520,20150318T000000,285000.0,3,2.5,1590,9736,2.0,0,0,3,7,1590,0,1985,0,98001,47.33,-122.278,1580,7500 +4415600030,20150316T000000,433000.0,3,2.75,2000,7200,1.0,0,0,3,7,1000,1000,1954,2014,98166,47.4531,-122.352,1440,7200 +1072000260,20150223T000000,399000.0,3,1.75,1780,11440,1.0,0,0,3,8,1350,430,1977,0,98059,47.474,-122.139,2180,11440 +8045000340,20140802T000000,565000.0,3,2.5,1700,7210,2.0,0,0,5,7,1700,0,1966,0,98052,47.6688,-122.161,1700,7566 +42000127,20150224T000000,406500.0,3,1.5,1970,10080,1.0,0,0,3,7,1970,0,1966,0,98168,47.4703,-122.276,2240,10080 +2205500335,20140807T000000,420000.0,4,1.75,1940,11500,1.0,0,0,4,7,1090,850,1955,0,98006,47.5774,-122.147,1700,8360 +1814800060,20150220T000000,965000.0,4,3.5,3290,5559,1.5,0,0,3,8,2290,1000,1906,2004,98103,47.6788,-122.346,1790,6000 +3885804260,20141024T000000,1375000.0,4,3.5,3500,9523,2.0,0,0,3,10,2460,1040,1996,0,98033,47.6848,-122.208,3160,5997 +9264920270,20141007T000000,353950.0,5,2.25,3260,7969,2.0,0,0,4,8,3260,0,1982,0,98023,47.314,-122.344,2070,7962 +1778350160,20140710T000000,847700.0,5,3.25,4230,10260,2.0,0,0,3,10,3860,370,1996,0,98027,47.5503,-122.081,2980,10997 +623049185,20140702T000000,185000.0,5,1.0,1590,6700,1.5,0,0,3,6,1090,500,1942,0,98146,47.5075,-122.35,1370,8040 +1180002735,20141119T000000,269000.0,2,1.5,1010,6000,1.0,0,0,4,7,1010,0,1923,0,98178,47.498,-122.222,1290,6000 +3876313100,20141224T000000,422800.0,3,1.75,1820,8400,1.0,0,0,3,7,1340,480,1976,0,98072,47.734,-122.17,1900,8112 +826000295,20141215T000000,379950.0,2,1.0,870,7500,1.0,0,0,3,7,870,0,1947,0,98136,47.5465,-122.384,1240,5709 +3876311860,20141226T000000,525000.0,3,2.0,1620,7800,1.0,0,0,3,7,1200,420,1969,0,98034,47.7288,-122.171,1540,7565 +2224079050,20140718T000000,810000.0,4,3.5,3980,209523,2.0,0,2,3,9,3980,0,2006,0,98024,47.5574,-121.89,2220,65775 +8945000260,20140722T000000,209950.0,4,1.0,1630,8400,1.0,0,0,3,6,1630,0,1962,0,98023,47.3052,-122.362,1190,8989 +2768301182,20141204T000000,439950.0,3,2.0,1230,1613,2.0,0,0,3,8,1010,220,2003,0,98107,47.6661,-122.37,1610,1873 +1827200135,20140523T000000,554820.0,4,2.0,3510,12905,1.0,0,2,3,8,2210,1300,1965,1982,98166,47.4466,-122.36,2530,16143 +4307300520,20150423T000000,359000.0,4,2.5,2160,4500,2.0,0,0,3,7,2160,0,2002,0,98056,47.4819,-122.182,2160,4496 +6632900354,20140910T000000,242500.0,3,1.0,1020,5870,1.0,0,0,3,6,1020,0,1941,0,98155,47.741,-122.314,1160,6901 +9540100060,20140926T000000,330000.0,3,1.75,1590,9417,1.0,0,0,4,7,1590,0,1954,0,98177,47.7617,-122.36,1600,9272 +2424059116,20141105T000000,740000.0,3,2.25,3440,44374,2.0,0,3,4,10,2190,1250,1979,0,98006,47.547,-122.111,3470,40185 +7600125,20141218T000000,630000.0,5,1.0,3020,4800,2.0,0,0,3,7,3020,0,1901,0,98122,47.6025,-122.313,1350,1307 +579003645,20140815T000000,750000.0,3,1.75,2280,7800,1.0,0,3,4,8,1360,920,1941,0,98117,47.6985,-122.387,2280,5200 +3224600340,20141013T000000,695000.0,4,2.5,2790,6540,2.0,0,0,3,9,2790,0,1999,0,98074,47.6087,-122.016,2790,6270 +7129800036,20150114T000000,109000.0,2,0.5,580,6900,1.0,0,0,3,5,580,0,1941,0,98118,47.5135,-122.262,1570,5040 +3294700421,20150225T000000,389000.0,3,1.5,2030,10075,1.0,0,0,5,7,1080,950,1961,0,98055,47.4713,-122.197,2210,10075 +6746700565,20141023T000000,447000.0,2,1.0,850,2700,1.0,0,0,5,6,850,0,1924,0,98105,47.6684,-122.316,1630,3000 +742000060,20141230T000000,1200000.0,3,2.0,2480,13310,1.0,0,0,2,7,2480,0,1955,0,98052,47.6759,-122.114,2400,11340 +626059155,20141210T000000,315000.0,3,1.75,1010,12000,1.0,0,0,4,7,1010,0,1977,0,98011,47.77,-122.207,1080,10619 +1150000200,20150414T000000,640000.0,3,2.5,2420,8244,2.0,0,0,3,10,2420,0,1988,0,98029,47.5595,-122.019,2500,9320 +1592000640,20141119T000000,570000.0,3,2.25,2180,9246,2.0,0,0,3,9,2180,0,1984,0,98074,47.6215,-122.031,2300,9298 +3123039171,20140805T000000,495000.0,3,2.75,1830,208216,2.0,0,0,3,8,1830,0,1997,0,98070,47.4377,-122.464,1530,16988 +3876312010,20140603T000000,449500.0,5,2.75,2040,7488,1.0,0,0,4,7,1200,840,1969,0,98034,47.7289,-122.172,1530,7488 +5364200695,20150317T000000,1084500.0,4,2.75,2640,5000,2.0,0,0,3,9,1840,800,1943,2004,98105,47.6619,-122.275,2010,5000 +7979900806,20150311T000000,294950.0,2,1.0,1060,7868,1.0,0,0,3,7,1060,0,1952,0,98155,47.7414,-122.295,1530,10728 +8643200060,20140923T000000,170500.0,3,1.0,1640,13939,1.0,0,0,3,7,1040,600,1960,0,98198,47.3947,-122.313,2080,13000 +7972602080,20141208T000000,312000.0,4,1.0,1190,7620,1.5,0,0,3,6,1190,0,1926,0,98106,47.5281,-122.348,1060,7320 +7212650200,20141027T000000,350000.0,3,2.5,2180,15484,1.0,0,0,3,8,2180,0,1992,0,98003,47.2688,-122.309,2090,10775 +8079100140,20140728T000000,690000.0,4,2.5,2120,8448,2.0,0,0,4,9,2120,0,1989,0,98029,47.5654,-122.01,2140,8122 +8091800140,20140610T000000,375000.0,4,2.5,2210,9427,2.0,0,0,3,7,2210,0,1999,0,98148,47.4323,-122.327,1770,8770 +7214720510,20140806T000000,575000.0,4,2.5,2510,47044,2.0,0,0,3,9,2510,0,1987,0,98077,47.7699,-122.085,2600,42612 +9346920260,20140604T000000,646000.0,4,2.25,2500,8500,1.0,0,0,4,8,1600,900,1978,0,98006,47.5615,-122.131,2290,8927 +3750603471,20150327T000000,239950.0,3,2.5,1560,4800,2.0,0,0,4,7,1560,0,1974,0,98001,47.2653,-122.285,1510,12240 +3438502501,20140729T000000,400000.0,5,2.5,2510,7525,1.5,0,0,4,7,1710,800,1929,0,98106,47.5422,-122.359,1270,6741 +1775500310,20150121T000000,455000.0,4,1.75,3060,94089,1.0,0,0,3,8,3060,0,1958,0,98072,47.744,-122.087,2180,43995 +1796380310,20140904T000000,240000.0,3,2.0,1310,8069,1.0,0,0,3,7,1310,0,1990,0,98042,47.3694,-122.083,1310,8392 +1118000320,20150508T000000,3400000.0,4,4.0,4260,11765,2.0,0,0,3,11,3280,980,1939,2010,98112,47.638,-122.288,4260,10408 +3362401000,20140701T000000,695000.0,3,2.0,2500,4080,1.5,0,0,5,7,1680,820,1922,0,98103,47.6813,-122.346,1550,3060 +7454000990,20140924T000000,304950.0,2,1.0,670,6720,1.0,0,0,5,6,670,0,1942,0,98126,47.5151,-122.372,710,6720 +5244800125,20140805T000000,650000.0,3,1.75,1840,2310,1.0,0,2,4,8,1140,700,1914,0,98109,47.6462,-122.351,1670,4000 +789000520,20140715T000000,402500.0,3,1.75,1480,2211,2.0,0,0,3,7,1480,0,1995,0,98103,47.6966,-122.35,1480,2197 +7852000340,20140625T000000,482000.0,3,2.5,2420,7307,2.0,0,0,3,7,2420,0,1998,0,98065,47.5361,-121.871,2420,5577 +8827900560,20141031T000000,655000.0,3,2.0,1820,4480,1.0,0,0,5,7,1120,700,1923,0,98105,47.6717,-122.295,1920,4480 +2768000390,20140926T000000,577000.0,5,2.75,1940,5000,2.0,0,0,5,7,1940,0,1951,0,98107,47.6704,-122.362,1940,4230 +2475200370,20141020T000000,350000.0,3,2.5,1630,5996,2.0,0,0,3,7,1630,0,1986,0,98055,47.4738,-122.19,1660,4504 +8731981940,20140908T000000,415000.0,4,2.25,2520,8000,1.0,0,2,3,8,1680,840,1970,0,98023,47.3202,-122.383,2300,8000 +3626079032,20140730T000000,396400.0,4,2.5,2120,215186,2.0,0,0,2,7,2120,0,1983,0,98014,47.701,-121.857,2000,215186 +6646200710,20150409T000000,654300.0,3,2.5,2490,8582,2.0,0,0,3,9,2490,0,2000,0,98074,47.625,-122.042,2870,7598 +7167000060,20141124T000000,774950.0,4,2.5,3410,179419,2.0,0,0,3,10,3410,0,2004,0,98010,47.3602,-121.986,3350,175421 +5249802085,20140902T000000,855000.0,4,2.0,2380,10800,2.0,0,2,3,8,2380,0,1925,0,98118,47.5682,-122.275,2112,6600 +3528900060,20140626T000000,1145000.0,3,2.5,2490,4000,2.0,0,0,5,8,1670,820,1918,0,98109,47.6403,-122.35,2310,4000 +6056100295,20140530T000000,330000.0,2,2.5,1240,1546,2.0,0,0,3,7,1240,0,2007,0,98108,47.5634,-122.298,1520,2468 +9392200030,20140923T000000,290000.0,4,2.25,1900,10950,1.0,0,0,4,7,1400,500,1959,0,98032,47.3582,-122.284,1700,11850 +936000055,20141119T000000,519500.0,3,3.0,2390,19454,1.5,0,0,3,8,2390,0,2008,0,98166,47.4545,-122.336,1540,26979 +3840700560,20140814T000000,450000.0,3,1.75,1810,12600,1.0,0,0,3,7,1400,410,1977,0,98034,47.7143,-122.233,1934,12600 +333100295,20141124T000000,3120000.0,3,3.5,4490,56609,2.0,1,4,3,12,4490,0,1993,0,98034,47.6997,-122.24,2710,51330 +133000127,20140623T000000,265000.0,3,1.0,1620,9450,1.5,0,0,3,7,1620,0,1928,0,98168,47.5136,-122.313,2070,11970 +4221970060,20150506T000000,359000.0,4,2.5,2640,7883,2.0,0,0,3,8,2640,0,1990,0,98092,47.3124,-122.188,2150,7683 +1732800310,20150302T000000,2000000.0,4,3.75,2870,4500,2.0,0,3,3,10,2510,360,2012,0,98119,47.6291,-122.363,2870,6354 +2025069037,20150210T000000,1050000.0,4,2.5,3250,48037,1.0,0,2,3,8,2030,1220,1985,0,98074,47.6326,-122.07,2970,48037 +2516000486,20140701T000000,402500.0,2,1.0,800,2280,1.0,0,0,5,6,800,0,1946,0,98107,47.6588,-122.362,1310,4200 +4037400070,20140825T000000,450000.0,3,1.75,1360,5445,1.0,0,0,4,7,1360,0,1957,0,98008,47.6071,-122.123,1570,7840 +3375300370,20150306T000000,262500.0,5,2.25,1950,8086,1.0,0,0,3,7,1130,820,1980,0,98003,47.3179,-122.331,1670,8550 +1682500240,20150225T000000,285000.0,4,2.25,1970,7200,2.0,0,0,3,8,1970,0,1979,0,98092,47.3132,-122.182,1790,7500 +6806100340,20150304T000000,290000.0,3,2.5,2020,4861,2.0,0,0,3,7,2020,0,2005,0,98058,47.4659,-122.144,2170,4600 +8682281070,20140807T000000,752500.0,2,2.5,2280,6230,1.0,0,0,3,8,2280,0,2005,0,98053,47.7065,-122.013,1640,5931 +8691330260,20141208T000000,820000.0,4,2.75,3540,13515,2.0,0,0,3,10,3540,0,1998,0,98075,47.5945,-121.982,3540,11538 +869700140,20140811T000000,292000.0,3,2.5,1560,2740,2.0,0,0,3,8,1560,0,1999,0,98059,47.4909,-122.154,1310,2698 +7221400320,20141003T000000,213000.0,2,1.0,750,6089,1.0,0,2,3,6,750,0,1937,0,98055,47.475,-122.199,1430,6451 +7454001125,20141117T000000,400000.0,4,3.0,2240,7035,2.0,0,0,3,7,2240,0,1942,1993,98146,47.5124,-122.374,1060,6300 +7129304375,20140714T000000,202000.0,1,0.75,590,5650,1.0,0,0,3,6,590,0,1944,0,98118,47.5181,-122.267,980,5650 +203100435,20140918T000000,484000.0,1,0.0,690,23244,1.0,0,0,4,7,690,0,1948,0,98053,47.6429,-121.955,1690,19290 +6189200260,20150504T000000,617450.0,3,2.0,1580,14398,1.0,0,0,3,7,1080,500,1981,0,98005,47.6328,-122.174,1650,14407 +1430800162,20150114T000000,250000.0,3,1.0,1040,8000,1.0,0,0,4,7,1040,0,1956,0,98166,47.4711,-122.35,1170,9450 +2570300240,20140529T000000,405000.0,5,1.75,1880,10000,1.0,0,0,3,7,960,920,1963,0,98034,47.7182,-122.201,1580,10000 +3294700320,20150331T000000,325000.0,2,1.0,1070,8750,1.0,0,0,3,7,1070,0,1951,0,98055,47.4734,-122.198,1300,9670 +2976800700,20140522T000000,301350.0,3,3.0,1860,7440,1.0,0,0,5,7,1040,820,1954,0,98178,47.5035,-122.255,1490,8160 +7625704340,20150303T000000,425000.0,2,1.75,1550,7800,1.0,0,0,3,7,1050,500,1940,0,98136,47.5436,-122.39,1370,5000 +9238900390,20140905T000000,460000.0,3,1.0,1860,6360,1.0,0,0,3,8,1470,390,1954,0,98136,47.5327,-122.392,1770,6175 +4139430310,20150419T000000,938000.0,3,2.5,3090,10940,2.0,0,2,3,10,3090,0,1992,0,98006,47.5492,-122.119,3410,12157 +1402630270,20140729T000000,348000.0,3,1.75,1720,8867,1.0,0,0,3,8,1320,400,1985,0,98058,47.44,-122.136,2200,9170 +3735901600,20140606T000000,435000.0,2,1.0,1260,4080,1.5,0,0,5,7,1260,0,1926,0,98115,47.687,-122.32,1720,4080 +739500270,20141113T000000,227950.0,3,1.5,1120,11430,1.0,0,0,4,7,1120,0,1963,0,98031,47.4105,-122.194,1790,8760 +3566800125,20150330T000000,425000.0,2,1.0,1250,5880,1.0,0,0,3,6,900,350,1948,0,98117,47.6908,-122.391,1520,5020 +2886200070,20140602T000000,550000.0,3,2.0,1810,4064,1.5,0,0,3,7,1810,0,1925,0,98103,47.6859,-122.339,1518,2945 +3529300060,20140721T000000,347500.0,3,2.5,1890,7053,2.0,0,0,4,8,1890,0,1992,0,98031,47.3967,-122.183,2000,7226 +3085001610,20140930T000000,397000.0,4,1.75,2020,6000,1.0,0,0,3,7,1620,400,1959,0,98144,47.577,-122.302,1870,4000 +9414500200,20140602T000000,410000.0,4,1.75,1790,11875,1.0,0,0,4,7,1490,300,1969,0,98027,47.522,-122.047,1870,11760 +8651611230,20140711T000000,780000.0,3,3.5,3190,6776,2.0,0,0,3,10,3190,0,1998,0,98074,47.6348,-122.064,3230,7189 +8712100350,20140909T000000,1350000.0,4,3.25,3030,5164,1.5,0,0,5,9,2700,330,1925,0,98112,47.6394,-122.299,1890,4415 +7202350310,20141028T000000,476000.0,3,2.25,1630,3070,2.0,0,0,3,7,1630,0,2004,0,98053,47.6785,-122.03,1690,3200 +1326059070,20140708T000000,390000.0,3,1.75,1180,16552,1.0,0,0,4,7,1180,0,1967,0,98072,47.7426,-122.116,2780,45302 +1311900240,20141230T000000,226500.0,3,2.0,1560,7000,1.0,0,0,4,7,1560,0,1968,0,98001,47.3355,-122.284,1560,7200 +7518503490,20140731T000000,495000.0,3,2.0,1340,2550,2.0,0,0,3,7,1340,0,1984,0,98117,47.6793,-122.38,1370,5100 +6669200200,20150319T000000,1500000.0,5,3.25,2590,11500,1.0,0,2,4,9,2590,0,1968,0,98040,47.545,-122.229,2780,11989 +3438501860,20150422T000000,385000.0,3,1.0,1020,5950,1.0,0,0,3,6,880,140,1950,0,98106,47.5436,-122.357,1800,5950 +7852170570,20150309T000000,535950.0,3,2.5,2370,5344,2.0,0,0,3,9,2370,0,2003,0,98065,47.54,-121.863,2990,5418 +9290850060,20141022T000000,910000.0,4,2.5,3170,32430,2.5,0,0,3,10,3170,0,1989,0,98053,47.6903,-122.056,3360,35610 +4206901505,20150326T000000,465000.0,2,1.0,1120,4000,1.0,0,0,3,7,1120,0,1926,0,98105,47.6567,-122.327,1620,4000 +6600220550,20140626T000000,495000.0,3,1.75,1440,11787,1.0,0,0,3,8,1440,0,1983,0,98074,47.6276,-122.033,2190,11787 +8699100160,20150210T000000,250000.0,4,2.0,2170,5404,1.5,0,0,5,6,1470,700,1920,0,98002,47.3046,-122.22,1030,5477 +1068000520,20140506T000000,1225000.0,4,2.25,3490,6906,2.0,0,0,4,10,2280,1210,1928,0,98199,47.6424,-122.407,2540,6223 +2558610070,20150217T000000,400000.0,4,2.25,1970,8941,2.0,0,0,3,7,1970,0,1973,0,98034,47.7223,-122.172,1880,7793 +1829300270,20140821T000000,715000.0,4,2.5,2780,13521,2.0,0,0,3,10,2780,0,1987,0,98074,47.6374,-122.042,2980,11454 +7212650240,20150223T000000,342000.0,3,2.0,2250,7757,1.0,0,0,3,8,2250,0,1992,0,98003,47.2684,-122.308,1970,6866 +3205200240,20150430T000000,420000.0,4,1.75,1340,8400,1.0,0,0,5,7,1340,0,1967,0,98056,47.5382,-122.173,1980,8400 +1682000350,20140708T000000,148226.0,3,1.0,1400,7360,1.0,0,0,4,7,1400,0,1968,0,98092,47.3123,-122.186,1600,8030 +7229900885,20141103T000000,313000.0,3,1.0,1510,10369,1.0,0,0,4,7,1010,500,1968,0,98059,47.4808,-122.099,1510,16057 +7888000400,20140603T000000,150000.0,3,1.0,1320,8220,1.0,0,0,3,7,1320,0,1959,0,98198,47.3697,-122.309,1320,7920 +523049195,20140522T000000,150000.0,2,1.0,820,10270,1.0,0,0,3,7,820,0,1954,0,98168,47.5119,-122.329,1670,10086 +1423400160,20140618T000000,230000.0,2,1.0,1080,9435,1.0,0,0,3,6,1080,0,1958,0,98058,47.459,-122.181,1200,9210 +1766600075,20140902T000000,389100.0,2,1.0,840,5400,1.0,0,0,4,7,840,0,1948,0,98118,47.5489,-122.271,1340,5400 +1088020070,20141216T000000,645000.0,4,2.25,2070,8720,1.0,0,0,5,8,1360,710,1974,0,98033,47.6678,-122.182,2180,8510 +7893200486,20150302T000000,310000.0,3,1.0,1520,6500,1.0,0,0,3,7,990,530,1958,0,98198,47.4164,-122.332,1500,7500 +8929000060,20141004T000000,351358.0,2,1.75,1210,1189,2.0,0,0,3,8,1210,0,2014,0,98029,47.5526,-121.998,1540,1672 +8146200070,20150310T000000,1700000.0,5,2.75,3810,9360,2.0,0,0,3,10,3810,0,2014,0,98004,47.6039,-122.194,2110,9870 +624069050,20150407T000000,1565000.0,4,3.5,5370,323215,2.0,0,0,3,10,5370,0,2002,0,98075,47.6003,-122.076,3780,9891 +5318100935,20141020T000000,850000.0,3,2.0,1540,3600,2.0,0,0,3,8,1540,0,1900,1988,98112,47.6343,-122.283,2970,3600 +1313300340,20140514T000000,470000.0,4,2.5,2310,14023,2.0,0,0,3,9,2310,0,1991,0,98019,47.7351,-121.964,2410,14007 +8032700070,20141118T000000,770000.0,3,2.25,1870,1900,3.0,0,0,3,8,1870,0,2008,0,98103,47.6537,-122.34,1690,1694 +1072000240,20140624T000000,366000.0,3,1.75,1840,11440,1.0,0,0,4,8,1340,500,1977,0,98059,47.474,-122.14,1940,11440 +3904920390,20140710T000000,545000.0,3,2.5,2060,7184,2.0,0,0,3,8,2060,0,1987,0,98029,47.567,-122.012,2230,7788 +7345200400,20140909T000000,205000.0,3,1.0,1010,8800,1.0,0,0,4,7,1010,0,1968,0,98002,47.2761,-122.208,1550,7700 +923000270,20140508T000000,405000.0,2,1.0,1020,8155,1.0,0,0,4,7,1020,0,1948,0,98177,47.7257,-122.361,1430,8157 +7016310270,20150410T000000,467000.0,4,2.5,2220,7210,1.0,0,0,3,7,1270,950,1973,0,98011,47.7428,-122.183,2220,7313 +3650100105,20140926T000000,392500.0,2,1.0,1050,4125,1.0,0,0,4,7,1050,0,1909,0,98144,47.5736,-122.307,1650,4125 +3761100240,20141027T000000,901000.0,4,2.75,3030,18400,1.5,0,3,3,9,2360,670,1973,0,98034,47.7019,-122.243,3030,12486 +2126049277,20141203T000000,500000.0,3,1.75,1800,7199,1.0,0,0,3,7,1300,500,1972,0,98125,47.7264,-122.307,1800,8100 +253600160,20140530T000000,384950.0,3,2.5,1860,3690,2.0,0,0,3,7,1860,0,2000,0,98028,47.776,-122.239,1870,4394 +1623069046,20150312T000000,1700000.0,4,3.5,4070,336283,2.0,0,0,3,11,4070,0,2006,0,98027,47.478,-122.038,3020,44613 +9235900030,20140717T000000,245000.0,2,1.0,860,6120,1.0,0,0,3,7,860,0,1948,0,98155,47.7503,-122.328,1100,6860 +5451200370,20150209T000000,1165000.0,4,2.25,3080,10487,2.0,0,0,4,9,3080,0,1968,0,98040,47.5344,-122.224,2480,10607 +7338000270,20150421T000000,184500.0,3,1.5,1280,3640,2.0,0,0,3,6,1280,0,1983,0,98002,47.334,-122.214,1150,4105 +2115720270,20150414T000000,269000.0,2,2.0,1540,5000,1.5,0,0,3,8,1540,0,1986,0,98023,47.319,-122.394,1590,5000 +11200070,20140721T000000,570000.0,3,2.5,1530,3296,2.0,0,0,3,8,1530,0,1998,0,98007,47.6181,-122.138,1530,4099 +8732300060,20140512T000000,850000.0,4,1.75,2350,11914,1.0,0,0,4,8,2350,0,1961,0,98040,47.5392,-122.228,2240,10706 +8651410240,20150202T000000,209000.0,3,1.0,920,5200,1.0,0,0,4,6,920,0,1969,0,98042,47.3647,-122.082,920,4875 +3342102220,20140806T000000,327000.0,4,1.75,1840,5100,1.0,0,0,4,5,1840,0,1933,0,98056,47.5209,-122.205,2160,5400 +7663700783,20140613T000000,369500.0,3,1.5,1650,9957,1.0,0,0,4,7,1100,550,1961,0,98125,47.7303,-122.298,1650,7957 +9477201370,20150226T000000,440000.0,3,1.75,1760,8025,1.0,0,0,4,7,1230,530,1976,0,98034,47.7287,-122.192,1590,7543 +1923000370,20140512T000000,947500.0,4,2.25,3290,12329,1.5,0,0,4,10,3290,0,1968,0,98040,47.5639,-122.216,3170,12329 +6841700070,20150317T000000,510000.0,2,1.0,1270,4500,1.5,0,0,4,7,1270,0,1919,0,98122,47.6059,-122.295,2140,4550 +3293700105,20150428T000000,385000.0,3,2.0,1600,10318,1.0,0,0,3,7,930,670,1941,0,98133,47.7466,-122.347,1590,7040 +8001450060,20140820T000000,370000.0,5,3.0,2670,9920,1.0,0,0,3,8,1400,1270,1990,0,98001,47.3211,-122.277,1890,10341 +2877104316,20141201T000000,660000.0,4,1.5,1960,4500,1.5,0,2,3,7,1960,0,1922,0,98117,47.6797,-122.359,1960,4500 +1522039105,20150115T000000,729000.0,3,4.25,3300,308080,2.0,0,2,4,9,2520,780,1976,0,98070,47.3979,-122.416,2130,90604 +924069190,20140819T000000,440000.0,3,1.75,2000,11880,2.0,0,0,3,8,2000,0,1979,0,98075,47.5882,-122.052,1820,15120 +2722059185,20140910T000000,445000.0,4,2.5,2360,81892,1.0,0,0,3,8,2360,0,2000,0,98042,47.369,-122.156,1730,18096 +4073200575,20141201T000000,460000.0,2,1.0,1430,12092,1.0,0,0,4,7,1430,0,1938,0,98125,47.7023,-122.276,2320,10800 +9542600070,20141202T000000,516000.0,3,3.0,2330,7304,1.0,0,0,3,9,1300,1030,1971,0,98005,47.5982,-122.172,2330,9518 +2459960030,20140815T000000,343888.0,4,2.5,2060,5607,2.0,0,0,3,7,2060,0,2002,0,98058,47.4365,-122.144,2060,5367 +259800640,20140609T000000,500000.0,4,1.75,2240,9886,1.5,0,0,4,7,2240,0,1965,0,98008,47.6294,-122.116,1540,8040 +1223039195,20150508T000000,465000.0,5,1.75,2330,6450,1.0,0,1,3,8,1330,1000,1958,0,98146,47.4959,-122.367,2330,8258 +1545804510,20140512T000000,302000.0,5,2.25,2180,7813,2.0,0,0,3,7,2180,0,1986,0,98038,47.3651,-122.051,1880,8649 +1921059045,20141107T000000,195000.0,2,1.0,1280,7861,1.0,0,0,4,6,1280,0,1913,0,98002,47.3007,-122.228,1020,6480 +8078460070,20140609T000000,640000.0,3,2.5,2140,8925,2.0,0,0,3,8,2140,0,1991,0,98074,47.6314,-122.027,2310,8956 +7525300260,20140623T000000,502000.0,6,2.5,2890,8122,1.0,0,0,3,8,1630,1260,1977,0,98008,47.5886,-122.113,2730,9915 +4249400270,20150417T000000,360000.0,3,2.5,1480,3851,2.0,0,0,3,8,1480,0,1998,0,98072,47.7732,-122.163,1650,4716 +179000240,20150325T000000,290500.0,4,2.5,1680,3000,2.0,0,0,3,7,1680,0,2003,0,98178,47.494,-122.279,1420,5500 +8856004327,20140509T000000,248000.0,4,3.0,2163,5883,2.0,0,0,3,7,2163,0,2006,0,98001,47.2734,-122.251,1700,10143 +8029550160,20140516T000000,433000.0,4,2.5,2280,7568,2.0,0,0,4,7,2280,0,2001,0,98056,47.5115,-122.194,2280,5312 +5016001260,20150413T000000,480000.0,2,1.0,820,4200,1.0,0,0,3,7,820,0,1980,0,98112,47.6249,-122.298,1290,4000 +1133000036,20150421T000000,410000.0,3,1.0,1330,5000,1.0,0,0,3,7,1120,210,1957,0,98125,47.7211,-122.308,1920,7790 +5416510710,20140505T000000,309950.0,4,2.75,2310,5000,2.0,0,0,3,7,2310,0,2006,0,98038,47.3614,-122.035,1980,5000 +1796380060,20141201T000000,253000.0,3,2.0,1290,7372,1.0,0,0,5,7,1290,0,1990,0,98042,47.3658,-122.085,1290,7366 +1223089050,20140506T000000,280000.0,3,1.75,1630,11800,1.0,0,0,4,7,1630,0,1971,0,98045,47.4863,-121.73,2090,57428 +7436900060,20150424T000000,440000.0,3,1.0,1410,8925,1.0,0,0,3,7,1410,0,1958,0,98052,47.6782,-122.162,1330,8925 +2202500135,20141118T000000,333000.0,5,1.75,1240,8936,1.0,0,0,3,7,1240,0,1954,0,98006,47.5738,-122.136,1600,9341 +224069195,20140616T000000,759950.0,3,2.5,3100,23790,2.0,0,0,3,9,3100,0,2002,0,98075,47.5882,-122.011,2250,40854 +9407101180,20141224T000000,345000.0,3,2.25,2020,9000,2.0,0,0,3,7,2020,0,1979,0,98045,47.4487,-121.775,1460,9680 +6699950310,20140926T000000,350000.0,4,2.5,2500,5831,2.0,0,0,3,8,2500,0,2007,0,98038,47.3454,-122.039,2500,5188 +5379800810,20140807T000000,198000.0,2,1.0,790,14200,1.0,0,0,3,7,790,0,1951,0,98188,47.459,-122.285,1430,10000 +711000070,20140725T000000,730000.0,3,1.75,2040,11294,1.0,0,0,4,7,1340,700,1952,0,98004,47.5923,-122.197,2120,9587 +5127001170,20140528T000000,266200.0,3,1.5,1430,9600,1.0,0,0,4,7,1430,0,1966,0,98059,47.4737,-122.15,1590,10240 +191100140,20150316T000000,1060000.0,4,2.5,2250,10160,2.0,0,0,5,8,2250,0,1967,0,98040,47.5645,-122.219,2660,10125 +6198400218,20140919T000000,95000.0,2,1.0,1070,20450,1.0,0,0,2,6,1070,0,1948,0,98058,47.4338,-122.183,1360,15581 +3578400270,20140623T000000,430000.0,3,1.75,1300,12731,1.0,0,0,3,8,1300,0,1981,0,98074,47.6236,-122.04,1700,13556 +9573120260,20140610T000000,650000.0,4,2.25,2560,9731,2.0,0,0,4,7,2560,0,1973,0,98034,47.7261,-122.246,1860,9731 +2310110070,20150317T000000,379900.0,3,2.5,2190,5071,2.0,0,0,3,8,2190,0,2004,0,98038,47.3506,-122.04,2300,5654 +6413600192,20150427T000000,325000.0,2,1.5,940,1222,2.0,0,0,3,7,860,80,2004,0,98125,47.7178,-122.318,1302,1840 +4037500335,20140606T000000,455000.0,4,2.25,1740,8449,1.0,0,0,4,7,1170,570,1958,0,98008,47.6079,-122.123,1980,11175 +5141000510,20140915T000000,392000.0,4,3.75,2220,3797,1.5,0,0,4,6,1330,890,1917,0,98108,47.5574,-122.315,1490,4340 +3876311180,20140904T000000,373000.0,3,1.75,1310,7811,1.0,0,0,3,7,1310,0,1976,0,98034,47.7319,-122.167,1530,7800 +5036300575,20141016T000000,951250.0,5,3.0,2710,8227,1.0,0,2,3,8,1910,800,1953,0,98199,47.6505,-122.39,2060,5400 +384000135,20140624T000000,502000.0,3,2.0,1300,14350,1.0,0,0,3,7,1300,0,1955,2013,98006,47.5736,-122.152,1520,10670 +322059326,20150427T000000,362500.0,3,2.0,1940,40588,1.0,0,0,3,7,1940,0,2000,0,98058,47.4252,-122.159,1860,9657 +9530101670,20140623T000000,525000.0,2,1.0,1080,3500,1.0,0,3,3,7,1080,0,1924,0,98103,47.6667,-122.356,1790,4000 +5490220030,20150225T000000,580000.0,4,2.5,2110,11680,1.0,0,0,4,7,1420,690,1977,0,98052,47.6964,-122.118,1890,9600 +2459500070,20141222T000000,278000.0,3,2.25,1590,9425,1.0,0,0,3,7,1170,420,1985,0,98058,47.4291,-122.16,1590,9394 +7312400075,20141216T000000,422500.0,2,1.0,910,4800,1.0,0,0,4,7,910,0,1923,0,98126,47.5536,-122.377,1450,5000 +7011200830,20140909T000000,783200.0,4,2.0,1590,5400,1.0,0,2,3,7,990,600,1900,0,98119,47.637,-122.367,2190,4800 +8691390860,20140620T000000,715000.0,4,2.5,3290,6628,2.0,0,0,3,9,3290,0,2003,0,98075,47.5994,-121.975,3240,5831 +8929000350,20140804T000000,472217.0,3,2.5,2010,2212,2.0,0,0,3,8,1390,620,2014,0,98029,47.5523,-121.998,1690,1619 +1322049335,20140528T000000,244615.0,3,2.5,2060,4030,2.0,0,0,3,7,2060,0,1999,0,98032,47.3909,-122.238,2060,4029 +7715600070,20141212T000000,385000.0,3,1.75,1560,14288,1.0,0,0,3,6,780,780,1944,0,98125,47.7183,-122.306,1320,8928 +2985800070,20140725T000000,549995.0,3,1.0,1120,6600,1.0,0,0,3,7,1120,0,1943,0,98105,47.6712,-122.267,1300,6600 +98000560,20140816T000000,959900.0,4,3.75,3550,15151,2.0,0,0,3,11,3550,0,2004,0,98075,47.5888,-121.971,4340,15151 +125059179,20140723T000000,510000.0,6,4.5,3300,7200,2.0,0,0,3,8,3300,0,1980,0,98052,47.6798,-122.104,2470,7561 +7558800570,20140813T000000,367000.0,3,1.75,2000,12669,1.0,0,3,4,7,1200,800,1965,0,98070,47.3579,-122.446,1580,12055 +9378700200,20141008T000000,375000.0,5,3.0,2680,8410,2.0,0,0,3,8,1810,870,1990,0,98058,47.4401,-122.126,1860,8410 +2767603612,20140512T000000,500000.0,2,2.25,1290,1334,3.0,0,0,3,8,1290,0,2007,0,98107,47.6719,-122.382,1350,1334 +2767603612,20150113T000000,489000.0,2,2.25,1290,1334,3.0,0,0,3,8,1290,0,2007,0,98107,47.6719,-122.382,1350,1334 +3259400024,20150427T000000,340000.0,3,2.0,1150,700,2.0,0,0,3,7,800,350,2000,0,98136,47.5552,-122.381,1060,1910 +7954000125,20150501T000000,562000.0,3,1.75,1880,5978,1.0,0,0,5,7,940,940,1957,0,98144,47.5793,-122.294,1930,4770 +5535600640,20140912T000000,489950.0,3,2.5,2400,7478,2.0,0,0,3,9,2400,0,2002,0,98019,47.7362,-121.974,2980,8182 +1313000710,20141003T000000,652000.0,3,2.25,1920,9600,1.0,0,0,4,8,1560,360,1968,0,98052,47.6341,-122.103,2040,9600 +1786700240,20141024T000000,472000.0,4,3.25,4350,7090,2.0,0,0,3,8,2870,1480,1999,0,98042,47.3747,-122.156,2490,7266 +2739200160,20140612T000000,333000.0,4,2.5,1910,9244,1.0,0,0,4,6,1910,0,1963,0,98059,47.4918,-122.141,2590,9286 +2874600335,20140530T000000,560000.0,3,1.5,2000,7350,1.0,0,0,3,8,2000,0,1953,0,98177,47.7061,-122.368,1890,6960 +3222049159,20141201T000000,799000.0,4,3.5,3290,20107,2.0,0,4,3,10,2220,1070,1990,0,98198,47.355,-122.319,2990,16988 +7856550240,20140710T000000,860000.0,5,2.25,3480,9200,2.0,0,0,3,8,3480,0,1979,0,98006,47.5585,-122.153,3130,9200 +2817910030,20150430T000000,449500.0,4,2.5,2410,55931,2.0,0,0,3,9,2410,0,1989,0,98092,47.3109,-122.097,2780,55931 +8649900160,20141205T000000,692500.0,4,3.0,2820,11500,2.0,0,0,3,10,2820,0,1991,0,98075,47.5826,-122.028,2770,9694 +7856610160,20140812T000000,925000.0,4,1.75,2710,11400,1.0,0,0,4,9,1430,1280,1976,0,98006,47.561,-122.153,2640,11000 +3705000070,20141021T000000,267500.0,3,2.25,2080,2856,1.5,0,0,3,7,1550,530,2003,0,98042,47.4198,-122.158,2080,2275 +2619950400,20140714T000000,396800.0,4,2.5,2200,6018,2.0,0,0,3,8,2200,0,2010,0,98019,47.7338,-121.966,2480,5899 +7749500160,20150409T000000,220000.0,4,1.5,1180,8058,1.0,0,0,5,7,1180,0,1969,0,98092,47.2966,-122.19,1800,9348 +3585300445,20140822T000000,892500.0,3,1.75,2120,56192,1.0,0,1,3,9,1720,400,1959,0,98177,47.7665,-122.372,2240,20500 +2909700070,20140527T000000,455500.0,3,2.0,1460,10311,1.0,0,0,4,7,1460,0,1975,0,98052,47.6771,-122.156,1690,9679 +2581900036,20140612T000000,743000.0,3,1.75,2110,11250,1.0,0,0,4,8,2110,0,1961,0,98040,47.5402,-122.216,2560,10992 +5589900400,20141205T000000,338000.0,4,1.5,1790,17925,1.0,0,0,4,6,1790,0,1951,0,98155,47.7501,-122.302,1660,15165 +323089159,20141003T000000,332000.0,3,1.75,1340,13115,1.0,0,0,3,7,1340,0,1978,0,98045,47.5021,-121.77,1370,10800 +5015000700,20150123T000000,563225.0,3,1.0,2460,4000,1.5,0,0,4,7,1370,1090,1918,0,98112,47.6268,-122.297,1680,4000 +624110860,20150427T000000,1150000.0,4,3.5,3760,20609,2.0,0,0,3,11,3760,0,1990,0,98077,47.7255,-122.059,3360,15761 +9521100465,20141013T000000,645000.0,2,1.0,1240,5000,1.0,0,0,3,7,1000,240,1920,0,98103,47.6634,-122.351,1480,3500 +3275790140,20141230T000000,739000.0,3,2.5,2750,16000,2.0,0,0,4,9,2560,190,1981,0,98033,47.693,-122.187,2370,11279 +1313300400,20140701T000000,435000.0,3,2.5,2530,13446,2.0,0,0,3,9,2530,0,1993,0,98019,47.7345,-121.961,2450,13446 +8670900140,20140729T000000,995000.0,3,2.25,3200,3800,2.0,0,0,5,9,2650,550,1914,0,98102,47.638,-122.317,2400,3900 +2540850070,20150320T000000,520000.0,4,2.75,2020,7357,1.0,0,0,3,7,1350,670,1986,0,98034,47.7145,-122.225,1690,7804 +1921069068,20150429T000000,400000.0,4,2.5,3030,180263,2.0,0,0,3,7,2030,1000,1987,0,98092,47.2953,-122.097,2600,182509 +3574800860,20141007T000000,440000.0,3,1.75,2350,7641,1.0,0,0,3,7,1510,840,1978,0,98034,47.7307,-122.219,2190,7500 +5652600069,20140917T000000,440000.0,3,1.5,1690,6010,1.0,0,0,3,7,1230,460,1946,0,98115,47.6955,-122.291,1690,5418 +4083302625,20150324T000000,738000.0,3,1.0,1280,3900,1.0,0,0,4,7,1280,0,1921,0,98103,47.6545,-122.336,2020,4560 +114100791,20150403T000000,250000.0,3,1.5,1170,9848,1.0,0,0,3,7,1170,0,1963,0,98028,47.7612,-122.234,2220,5542 +9432900070,20140902T000000,338150.0,4,2.25,2700,8580,2.0,0,0,3,8,2700,0,1992,0,98022,47.2087,-122.009,2420,8580 +7214820400,20140902T000000,425000.0,3,2.25,1800,7371,1.0,0,0,3,7,1280,520,1979,0,98072,47.7584,-122.145,1960,7675 +2725069157,20140613T000000,883000.0,4,2.5,3670,54450,2.0,0,0,3,10,3670,0,1999,0,98074,47.6211,-122.016,2900,49658 +1025079074,20141202T000000,510000.0,3,2.0,2350,266151,1.5,0,0,3,7,2350,0,1983,0,98014,47.6609,-121.892,2270,222156 +724069070,20140913T000000,950000.0,4,1.75,3100,21303,1.0,0,1,4,9,3100,0,1962,0,98075,47.5847,-122.081,3480,9697 +2206700070,20141013T000000,435000.0,3,1.0,1120,9656,1.0,0,0,5,7,1120,0,1955,0,98006,47.567,-122.139,1720,9908 +8564500240,20140527T000000,415000.0,5,1.5,1900,10226,1.0,0,0,3,7,1130,770,1961,0,98034,47.7226,-122.227,1690,10227 +7579200765,20141006T000000,439000.0,2,2.5,1350,944,2.0,0,0,3,9,870,480,2004,0,98116,47.5591,-122.385,1440,1350 +7893205525,20140527T000000,295832.0,5,1.0,1410,6400,1.0,0,0,5,7,960,450,1955,0,98198,47.4207,-122.334,1400,6500 +9320700400,20141031T000000,285000.0,3,1.75,1560,9514,1.0,0,0,4,7,1560,0,1967,0,98031,47.4088,-122.21,1550,9600 +3226049045,20150430T000000,350000.0,3,1.5,1090,5003,1.0,0,0,3,7,1090,0,1962,0,98125,47.703,-122.321,1540,5279 +9828701741,20141021T000000,489000.0,2,2.75,1465,972,2.0,0,0,3,7,1050,415,2006,0,98112,47.621,-122.298,1480,1430 +7205510370,20141124T000000,304500.0,3,2.25,1790,6930,1.0,0,0,3,7,1390,400,1974,0,98003,47.3536,-122.317,1810,7420 +8899000310,20150317T000000,288000.0,3,1.5,1300,7313,1.0,0,0,4,7,1300,0,1968,0,98055,47.4568,-122.21,1770,8075 +6804600240,20150211T000000,417000.0,3,1.75,1920,9512,1.0,0,0,3,8,1440,480,1980,0,98011,47.7606,-122.167,1820,9512 +2902201126,20150401T000000,615000.0,3,3.0,1420,991,2.0,0,0,3,8,1040,380,2005,0,98102,47.6408,-122.327,1500,1301 +5536500200,20140918T000000,730000.0,5,3.5,3760,4857,2.0,0,3,3,9,2820,940,2004,0,98072,47.7398,-122.167,3000,5693 +3530490160,20140821T000000,178500.0,2,1.0,930,3447,1.0,0,0,4,8,930,0,1978,0,98198,47.3822,-122.318,1160,3447 +2008000550,20140815T000000,300000.0,4,2.0,1580,9600,1.0,0,0,5,7,1050,530,1965,0,98198,47.4091,-122.313,1710,9600 +2045400075,20140623T000000,415000.0,4,2.5,2170,8518,1.0,0,3,3,7,1350,820,1955,0,98178,47.5073,-122.234,1880,7680 +616000200,20140822T000000,452500.0,3,1.75,2040,15695,1.0,0,0,4,8,2040,0,1959,0,98166,47.4155,-122.339,2280,14400 +7852160310,20140814T000000,1010000.0,4,2.75,3430,15877,1.0,0,4,3,11,3430,0,2005,0,98065,47.5364,-121.856,4080,14577 +8079100640,20141201T000000,653000.0,4,2.5,2160,7000,2.0,0,0,4,9,2160,0,1989,0,98029,47.5659,-122.013,2300,7440 +6662000070,20140514T000000,715000.0,4,2.25,2060,5649,1.0,0,0,5,8,1360,700,1941,0,98199,47.6496,-122.407,2060,5626 +1928300640,20140828T000000,541000.0,3,1.75,1410,4080,1.5,0,0,4,7,1410,0,1927,0,98105,47.6695,-122.32,1820,4080 +7888100240,20141209T000000,245000.0,4,1.5,1850,7547,1.5,0,0,4,7,1850,0,1960,0,98198,47.3714,-122.309,1730,7577 +3034200516,20150217T000000,547000.0,2,1.0,1370,10038,1.5,0,0,4,7,1370,0,1922,0,98133,47.719,-122.339,1610,8822 +7504000510,20150402T000000,750000.0,5,2.75,3330,12408,1.0,0,0,3,10,1740,1590,1976,0,98074,47.6318,-122.058,2780,12000 +9141100070,20150126T000000,575000.0,5,2.5,1970,12375,1.0,0,0,3,8,1570,400,1959,0,98133,47.7412,-122.354,1970,8941 +921059200,20140813T000000,216000.0,3,1.75,1310,8670,1.0,0,0,4,6,1310,0,1984,0,98092,47.3156,-122.186,2622,7191 +3645100240,20140922T000000,443000.0,3,1.75,1640,4579,1.0,0,0,4,6,1640,0,1916,0,98133,47.7061,-122.352,1580,5040 +4123800260,20141103T000000,257700.0,4,2.25,1600,6202,2.0,0,0,4,7,1600,0,1986,0,98038,47.3784,-122.046,1530,6298 +7334401000,20150414T000000,278000.0,3,1.0,1230,9440,1.0,0,0,3,7,1230,0,1978,0,98045,47.4657,-121.747,1230,10296 +2111010890,20141105T000000,300000.0,3,2.5,2240,3691,2.0,0,0,3,7,2240,0,2003,0,98092,47.3364,-122.169,2619,3691 +4137070830,20150213T000000,269100.0,3,2.5,2190,7904,2.0,0,0,3,8,2190,0,1995,0,98092,47.2617,-122.21,2190,7669 +7283900036,20140818T000000,402500.0,3,1.0,990,10752,1.5,0,0,4,7,990,0,1929,0,98133,47.7648,-122.35,1820,7600 +345700340,20140610T000000,306888.0,2,1.5,1010,7719,2.0,0,0,3,7,1010,0,1981,0,98056,47.5128,-122.189,1210,7719 +4178300070,20141226T000000,795000.0,4,2.5,2920,14210,2.0,0,0,4,10,2920,0,1978,0,98007,47.6196,-122.15,2840,13702 +3342103228,20140804T000000,525000.0,4,2.5,2310,5573,2.0,0,0,4,9,2310,0,2003,0,98056,47.5197,-122.2,2310,6189 +5451300105,20140720T000000,1050000.0,3,2.5,3470,12076,2.0,0,3,3,10,2560,910,1988,0,98040,47.5319,-122.238,3590,17677 +5249803645,20140829T000000,452000.0,2,1.0,1220,6000,1.0,0,0,3,6,880,340,1938,0,98118,47.5647,-122.27,1220,6840 +7326200030,20150413T000000,350000.0,3,2.25,1550,5401,2.0,0,0,3,7,1550,0,2000,0,98019,47.737,-121.967,1740,4485 +7227502075,20150409T000000,410000.0,4,2.5,2070,6180,2.0,0,0,3,8,2070,0,2007,0,98056,47.4915,-122.183,1250,6018 +7011200160,20141113T000000,595000.0,3,1.75,2060,3600,1.5,0,0,3,7,1180,880,1905,1985,98119,47.6389,-122.371,1730,2475 +7202340390,20150407T000000,499000.0,3,2.5,1690,4851,2.0,0,0,3,7,1690,0,2004,0,98053,47.6795,-122.034,2330,4851 +5412100240,20141022T000000,340000.0,4,2.5,2550,7555,2.0,0,0,3,8,2550,0,2001,0,98001,47.2614,-122.29,2550,6800 +1245000685,20140625T000000,1065000.0,5,3.25,3370,7947,2.0,0,0,3,10,3370,0,2001,0,98033,47.6906,-122.202,2040,7900 +3222059187,20140528T000000,460000.0,4,3.0,2230,52983,2.0,0,0,3,8,2230,0,1991,0,98030,47.3577,-122.195,2060,8755 +1822500270,20140819T000000,345000.0,4,2.5,2382,5899,2.0,0,0,3,8,2382,0,2011,0,98003,47.2793,-122.295,2382,5897 +2310010270,20150218T000000,280500.0,3,2.25,1620,7566,2.0,0,0,3,7,1620,0,1990,0,98038,47.3566,-122.039,1470,7566 +9547204930,20150225T000000,704000.0,3,1.0,1140,6120,1.5,0,0,3,7,1140,0,1926,0,98115,47.6822,-122.309,1800,4080 +8137500400,20141007T000000,545000.0,3,2.5,2140,40173,2.0,0,0,4,8,2140,0,1990,0,98027,47.4786,-122.066,2380,43016 +3343901242,20140807T000000,335000.0,3,1.5,1900,7584,1.0,0,0,5,7,1900,0,1962,0,98056,47.5091,-122.19,1410,7584 +486000510,20140523T000000,1325000.0,4,3.0,3370,7920,1.0,0,3,3,10,1860,1510,1988,0,98117,47.6773,-122.403,2730,7380 +537000075,20140811T000000,420000.0,3,2.75,2300,8000,1.0,0,0,3,7,1430,870,1965,0,98003,47.3293,-122.306,2070,10200 +3544400045,20150220T000000,705000.0,4,2.0,2040,5050,1.0,0,0,5,7,1160,880,1937,0,98115,47.6885,-122.324,2040,5050 +9211520400,20141104T000000,274900.0,4,1.75,1840,10528,1.0,0,0,3,7,1210,630,1990,0,98023,47.2987,-122.385,1620,9331 +2738600140,20140502T000000,499950.0,4,2.5,2860,3345,2.0,0,0,3,8,2190,670,2004,0,98072,47.7735,-122.158,2860,3596 +3073500111,20150318T000000,415250.0,3,1.5,1400,7550,1.0,0,0,4,7,1400,0,1953,0,98133,47.7566,-122.337,1730,7562 +7889000160,20150317T000000,222000.0,3,1.0,990,7520,1.0,0,0,4,7,990,0,1958,0,98002,47.285,-122.207,990,7440 +1422059129,20140814T000000,375000.0,3,2.0,3120,42247,1.0,0,0,4,7,2150,970,1980,0,98042,47.3925,-122.137,2100,43416 +9430000070,20150430T000000,300000.0,3,2.5,1640,5707,2.0,0,0,3,7,1640,0,1995,0,98031,47.4016,-122.209,1850,5827 +2518400046,20141118T000000,456700.0,3,1.75,2820,8879,1.0,0,0,5,7,1540,1280,1920,1957,98146,47.5094,-122.376,1640,7850 +1315300070,20150319T000000,925500.0,3,2.75,1970,5200,1.5,0,3,3,8,1970,0,1915,2002,98136,47.5374,-122.388,2140,5200 +1081330030,20140723T000000,375000.0,5,2.5,2840,15598,1.0,0,0,4,8,1470,1370,1975,0,98059,47.4693,-122.117,2570,14930 +4397010140,20141014T000000,420000.0,3,2.5,2370,15375,2.0,0,2,3,9,2370,0,1993,0,98042,47.3803,-122.147,2450,9800 +8564700240,20141017T000000,575000.0,3,2.5,2610,7301,2.0,0,0,3,8,2610,0,2004,0,98072,47.7614,-122.139,2460,7181 +597000566,20150428T000000,335000.0,3,2.0,1340,1951,1.0,0,0,3,6,670,670,1915,0,98144,47.5763,-122.309,1520,2248 +9828202030,20150218T000000,428000.0,4,2.0,1300,7200,1.0,0,0,3,7,1300,0,1958,0,98122,47.6169,-122.294,1540,6600 +7214711260,20141001T000000,655000.0,4,2.5,3340,34238,1.0,0,0,4,8,2060,1280,1977,0,98077,47.7654,-122.076,2400,36590 +5569620550,20140627T000000,738000.0,3,3.0,2630,4896,2.0,0,0,3,9,2630,0,2006,0,98052,47.6932,-122.133,2880,4972 +6145601890,20140819T000000,415000.0,5,1.75,1960,3748,1.0,0,0,3,7,980,980,1965,0,98133,47.7027,-122.349,1410,3844 +9269200831,20140825T000000,392000.0,3,1.0,1090,6125,1.0,0,0,4,6,790,300,1945,0,98126,47.5343,-122.37,1050,6125 +6021502470,20141106T000000,555000.0,2,1.0,1550,4600,1.0,0,0,4,7,1050,500,1941,0,98117,47.686,-122.384,1550,4600 +646910560,20150306T000000,260000.0,3,2.5,1770,2677,2.0,0,0,3,7,1770,0,2005,0,98055,47.4339,-122.194,1550,1798 +2475900565,20150309T000000,392500.0,3,1.0,1390,10500,1.5,0,0,3,6,1390,0,1940,0,98024,47.567,-121.893,1350,9800 +4139430810,20140801T000000,912000.0,3,2.5,2979,17313,2.0,0,2,3,11,2979,0,1993,0,98006,47.5503,-122.118,3890,14797 +2586800140,20141118T000000,135000.0,2,1.0,830,7609,1.0,0,0,3,6,830,0,1943,0,98146,47.5057,-122.348,1170,7609 +226059121,20140813T000000,500000.0,3,2.75,1560,77536,1.0,0,0,3,7,1400,160,1978,0,98072,47.7695,-122.126,2210,41449 +7696610270,20141229T000000,238000.0,3,1.5,1360,7488,1.0,0,0,4,7,1050,310,1975,0,98001,47.3314,-122.275,1580,7508 +4279900140,20141001T000000,251000.0,4,2.0,1650,5974,1.0,0,0,5,7,860,790,1972,0,98178,47.5008,-122.257,1940,6001 +5422560810,20140714T000000,406500.0,2,1.75,1510,5319,2.0,0,0,4,8,1510,0,1978,0,98052,47.6647,-122.13,1740,6160 +1657300270,20150312T000000,433495.0,4,2.25,3010,10925,2.0,0,0,4,9,3010,0,1988,0,98092,47.3326,-122.201,2690,10925 +8648210140,20141224T000000,265000.0,3,2.25,1510,6071,1.0,0,0,4,7,1150,360,1985,0,98042,47.3619,-122.077,1510,7271 +3034200247,20150206T000000,360000.0,3,1.75,1950,7260,1.0,0,0,3,8,1520,430,1957,0,98133,47.7187,-122.33,1950,7548 +2204500550,20140717T000000,425000.0,4,1.0,1800,12485,1.0,0,0,5,7,950,850,1955,0,98006,47.5729,-122.147,1290,9840 +7390400069,20150327T000000,450000.0,2,2.75,2810,11205,1.0,0,0,3,7,1510,1300,1968,0,98178,47.4869,-122.243,2520,13000 +1077100070,20150316T000000,449900.0,3,1.75,1760,8266,1.0,0,0,5,7,1760,0,1954,0,98133,47.7708,-122.339,1400,8519 +423059360,20141017T000000,345000.0,4,2.5,2040,5875,2.0,0,0,3,8,2040,0,2004,0,98056,47.5051,-122.17,2230,5459 +3316500200,20141009T000000,612500.0,4,2.0,1690,35346,1.0,0,0,3,7,1690,0,1967,0,98008,47.6149,-122.124,2050,37846 +1328300990,20140805T000000,317000.0,3,1.75,1530,7650,1.0,0,0,4,8,1530,0,1977,0,98058,47.4435,-122.128,1850,6804 +4443800505,20150507T000000,585000.0,3,1.5,1810,3880,1.5,0,0,4,8,1310,500,1929,0,98117,47.6835,-122.392,1400,3880 +7327500200,20140618T000000,455000.0,3,1.75,1180,14292,1.0,0,0,3,7,1180,0,1981,0,98045,47.4818,-121.733,1480,14400 +4054510310,20141201T000000,1035000.0,4,4.0,4090,51908,2.0,0,0,3,11,4090,0,1991,0,98077,47.7226,-122.039,4290,41655 +7525100060,20140820T000000,497000.0,4,2.25,2250,3463,2.0,0,0,4,8,2250,0,1968,0,98052,47.6324,-122.106,1850,2811 +3065600270,20150422T000000,226750.0,3,1.75,1070,6315,1.0,0,0,3,7,1070,0,1992,0,98023,47.2803,-122.356,1520,5707 +2881700273,20140819T000000,385000.0,4,2.0,1820,7102,1.0,0,0,3,7,1220,600,1950,0,98155,47.7447,-122.324,1650,8184 +7889600685,20141211T000000,205000.0,3,0.75,1080,5025,1.0,0,0,3,5,1080,0,1948,0,98146,47.4936,-122.335,1370,6000 +1137500070,20140929T000000,745000.0,4,2.5,2760,13093,2.0,0,0,4,9,2760,0,1989,0,98075,47.5845,-122.06,2810,13545 +5104530810,20140620T000000,371000.0,4,2.5,2550,4770,2.0,0,0,3,8,2550,0,2005,0,98038,47.3526,-122.0,2380,4590 +3905060070,20140829T000000,545000.0,4,2.5,2080,8504,2.0,0,0,3,8,2080,0,1991,0,98029,47.5703,-121.998,2000,6773 +6450302545,20150508T000000,443000.0,3,1.0,1280,5460,1.5,0,0,4,7,1280,0,1931,0,98133,47.7321,-122.334,1390,5500 +7972602435,20150318T000000,287000.0,2,1.0,950,6350,1.0,0,0,3,7,950,0,1951,0,98106,47.528,-122.352,1080,7620 +5423500240,20140624T000000,194000.0,3,1.0,1050,7577,1.0,0,0,3,7,1050,0,1983,0,98023,47.2891,-122.357,1430,7245 +8074200160,20140629T000000,265000.0,3,1.0,1800,7650,1.0,0,0,5,7,1800,0,1957,0,98056,47.4922,-122.178,1230,7650 +3317500070,20150408T000000,1135000.0,4,2.75,3840,10004,1.0,0,2,4,9,2110,1730,1963,0,98040,47.5606,-122.225,3500,12118 +6119700030,20150508T000000,699950.0,4,3.25,3674,12793,2.0,0,1,3,9,3674,0,1987,0,98166,47.4357,-122.343,3220,13100 +2568800160,20141015T000000,433000.0,4,1.0,1710,7000,1.5,0,0,3,7,1710,0,1950,0,98125,47.7037,-122.293,2030,7938 +2781250520,20141016T000000,200000.0,2,1.75,910,2693,1.0,0,0,3,6,910,0,2003,0,98038,47.3493,-122.025,1360,2693 +7230200310,20150409T000000,289571.0,3,1.5,1340,25160,1.0,0,0,3,7,1340,0,1968,0,98059,47.475,-122.111,1440,23680 +4400900030,20140602T000000,440000.0,4,2.75,2340,11034,1.0,0,0,3,8,1720,620,1967,0,98155,47.7686,-122.278,2370,11941 +4038300070,20141113T000000,400000.0,3,1.5,1510,8360,1.0,0,0,3,7,1120,390,1960,0,98007,47.6119,-122.133,1700,8360 +5706000070,20141014T000000,589000.0,4,2.5,2630,15000,2.0,0,0,5,8,2630,0,1962,0,98027,47.5262,-122.028,1770,8700 +825069078,20150324T000000,850000.0,5,2.25,3100,97661,2.0,0,0,3,9,3100,0,1986,0,98053,47.6624,-122.062,2370,53993 +363000045,20150102T000000,520000.0,3,1.0,940,3000,1.5,0,0,3,7,940,0,1903,0,98122,47.6033,-122.3,1210,3500 +1912100875,20150423T000000,555000.0,2,2.25,1370,1248,2.0,0,0,3,7,1200,170,2000,0,98102,47.6399,-122.32,1800,3360 +7853230200,20150309T000000,470000.0,3,2.5,2480,5082,2.0,0,0,3,7,2480,0,2004,0,98065,47.5297,-121.846,2480,5874 +9406500350,20141229T000000,207000.0,2,1.5,1068,1158,2.0,0,0,3,7,1068,0,1990,0,98028,47.753,-122.244,1078,1278 +5152960350,20141113T000000,379750.0,4,2.75,2390,9650,1.0,0,2,3,8,1620,770,1976,0,98003,47.3438,-122.322,2390,10000 +6021500320,20150507T000000,709000.0,4,1.75,2170,4600,1.0,0,0,3,7,1270,900,1950,0,98117,47.6894,-122.384,1750,4000 +7137910140,20140923T000000,240000.0,3,2.5,1520,9864,1.0,0,0,3,7,1160,360,1993,0,98092,47.3186,-122.171,1580,7425 +6117500955,20150204T000000,445500.0,4,1.5,2210,10497,1.0,0,0,4,8,1650,560,1953,0,98166,47.4321,-122.347,1840,12697 +269001331,20140909T000000,1308000.0,5,2.5,3200,7863,1.0,0,3,5,8,1600,1600,1959,0,98199,47.6398,-122.39,2640,7680 +1023059190,20150324T000000,210000.0,3,1.5,1160,10125,1.0,0,0,4,7,1160,0,1959,0,98059,47.4919,-122.151,1440,10018 +8961970560,20140811T000000,603000.0,4,2.5,2670,5895,2.0,0,0,3,8,2670,0,1999,0,98074,47.6066,-122.016,2820,6531 +3066400710,20150407T000000,720000.0,3,2.5,2520,10012,2.0,0,0,3,10,2520,0,1987,0,98074,47.6295,-122.051,2680,10071 +795000765,20140616T000000,92000.0,2,1.0,760,5500,1.5,0,0,3,5,760,0,1947,0,98168,47.5045,-122.329,1040,5515 +2767603535,20150126T000000,600000.0,3,1.75,1310,5000,2.0,0,0,4,7,1310,0,1901,0,98107,47.6722,-122.379,1270,4750 +7774200070,20150408T000000,725000.0,4,2.5,2750,13950,1.0,0,3,4,8,1380,1370,1948,0,98146,47.4938,-122.364,2460,13950 +4029400140,20141210T000000,409950.0,5,2.25,1790,10300,1.0,0,0,3,7,1270,520,1961,0,98155,47.7718,-122.292,1790,10300 +1954400060,20140506T000000,515000.0,3,2.5,1790,7167,2.0,0,0,3,8,1790,0,1989,0,98074,47.6176,-122.045,1680,7418 +2473002650,20150512T000000,495000.0,4,2.5,2400,11640,1.0,0,0,5,8,1800,600,1968,0,98058,47.4485,-122.139,2440,10823 +5451220200,20140624T000000,998000.0,4,2.25,2420,10200,2.0,0,0,4,9,2420,0,1973,0,98040,47.5336,-122.225,2390,10200 +1472700200,20140709T000000,630000.0,3,1.75,1710,8767,1.0,0,0,4,8,1710,0,1986,0,98033,47.6945,-122.188,2050,9200 +1661000060,20140801T000000,410000.0,3,1.75,2000,7480,1.0,0,0,3,8,1320,680,1972,0,98177,47.7734,-122.359,2000,8610 +2600110710,20140819T000000,602000.0,3,2.25,1580,11580,1.0,0,0,4,8,1580,0,1979,0,98006,47.5503,-122.155,2630,10009 +2600110560,20141112T000000,750000.0,4,2.75,2310,10232,1.0,0,0,5,8,1310,1000,1980,0,98006,47.5515,-122.153,2820,9886 +8617000060,20140708T000000,711600.0,4,3.0,3580,9316,2.5,0,0,3,10,2370,1210,1991,0,98007,47.595,-122.133,2580,9242 +8562720390,20140825T000000,1050000.0,4,4.0,4320,8709,2.0,0,0,3,11,3190,1130,2006,0,98027,47.5369,-122.07,4010,8321 +1137300890,20141217T000000,700500.0,3,2.5,2560,35265,2.0,0,0,3,9,2560,0,1981,0,98072,47.7354,-122.095,2820,35496 +4104900340,20150204T000000,710000.0,4,2.5,3220,18618,2.0,0,1,3,10,3220,0,1991,0,98056,47.5326,-122.181,2650,11896 +2616700560,20141204T000000,250000.0,3,2.0,1660,13085,1.0,0,0,3,7,1010,650,1985,0,98001,47.3298,-122.277,1660,7778 +1061500510,20141015T000000,350000.0,4,1.75,2420,8400,1.0,0,0,5,7,1620,800,1964,0,98056,47.5017,-122.165,1660,8400 +6411600370,20140515T000000,475000.0,7,3.5,2870,29699,1.0,0,0,3,7,1520,1350,1961,0,98125,47.7153,-122.327,1380,7555 +4154302075,20150116T000000,200000.0,2,1.0,830,7200,1.0,0,0,2,6,830,0,1920,0,98118,47.5604,-122.275,1150,6600 +1727500390,20141030T000000,450000.0,4,2.25,1710,7000,1.0,0,0,4,7,1040,670,1972,0,98034,47.719,-122.217,1780,6500 +2538410260,20140801T000000,316000.0,5,2.5,2600,4641,2.0,0,0,3,7,2600,0,2005,0,98058,47.4325,-122.146,2330,4589 +9269200520,20141016T000000,310000.0,1,1.0,670,4920,1.0,0,0,3,5,670,0,1920,0,98126,47.5342,-122.373,1050,4920 +7334400070,20150223T000000,392000.0,3,1.5,1500,11975,1.0,0,0,4,7,1500,0,1970,0,98045,47.4658,-121.758,1510,13875 +1972200696,20141006T000000,521000.0,3,3.25,1460,1254,3.0,0,0,3,8,1460,0,2000,0,98103,47.6535,-122.353,1400,1255 +2267000486,20140822T000000,495000.0,2,2.0,1540,7110,1.0,0,0,3,7,960,580,1949,0,98117,47.6932,-122.395,1860,7065 +1311800560,20141121T000000,209000.0,3,1.75,1250,8084,1.0,0,0,4,7,1250,0,1967,0,98001,47.3364,-122.276,1340,7680 +9542400075,20140606T000000,809950.0,4,2.0,2230,9900,1.5,0,0,5,9,2230,0,1959,0,98005,47.5979,-122.173,2510,11041 +3223069065,20140917T000000,400000.0,2,1.75,1800,224769,1.0,0,0,3,7,1420,380,1950,2008,98038,47.4327,-122.06,1620,112384 +1724500030,20150312T000000,415000.0,4,2.5,2400,7292,1.0,0,0,3,8,1530,870,1980,0,98133,47.7749,-122.339,1710,7909 +3751602797,20140702T000000,411000.0,4,2.0,2370,76665,2.0,0,0,4,8,2370,0,1978,0,98001,47.2831,-122.279,2110,19334 +809002030,20140911T000000,825000.0,2,2.0,1830,3600,1.0,0,0,4,7,1230,600,1926,0,98109,47.6359,-122.351,2020,3600 +993002127,20150223T000000,436000.0,3,2.25,1480,1384,3.0,0,0,3,8,1480,0,2008,0,98103,47.691,-122.342,1310,1329 +1473120140,20140708T000000,460000.0,4,2.5,2620,8331,2.0,0,0,3,9,2620,0,1991,0,98058,47.4357,-122.159,2760,8174 +7849200861,20140714T000000,281000.0,3,1.0,1300,5782,1.0,0,0,4,6,1300,0,1959,0,98065,47.524,-121.821,1020,7200 +269000030,20140825T000000,976000.0,4,1.5,3120,7680,1.0,0,3,3,8,1660,1460,1956,0,98199,47.646,-122.39,2900,7680 +2607760700,20150420T000000,485000.0,4,2.5,2400,10364,2.0,0,0,3,8,2400,0,1995,0,98045,47.4832,-121.799,2390,9918 +7715801090,20140725T000000,429000.0,3,2.5,1430,9240,2.0,0,0,3,7,1430,0,1984,0,98074,47.6258,-122.058,1480,8125 +1999600320,20150304T000000,729000.0,3,2.5,2480,7428,2.0,0,0,3,9,2480,0,1990,0,98006,47.5489,-122.185,2600,8322 +4221250340,20150409T000000,625000.0,3,2.5,2280,4757,2.0,0,0,3,8,2280,0,2003,0,98075,47.5901,-122.018,2280,4534 +3668000810,20150116T000000,218500.0,3,1.75,1390,9328,1.0,0,0,4,7,1390,0,1987,0,98092,47.2766,-122.146,1550,8374 +2337300370,20150206T000000,175000.0,3,1.0,1030,8395,1.0,0,0,4,7,1030,0,1960,0,98023,47.3322,-122.337,1370,9380 +1453602065,20150205T000000,442500.0,3,1.0,1120,8200,1.0,0,0,4,7,1120,0,1938,0,98125,47.7254,-122.29,1820,7205 +3359500960,20150321T000000,480000.0,3,2.0,1300,3000,2.0,0,0,3,7,1300,0,1986,0,98115,47.6728,-122.325,1670,4500 +6133100125,20141008T000000,715500.0,3,2.25,2410,9668,1.0,0,1,4,8,1540,870,1965,0,98117,47.6996,-122.391,2510,5250 +8562600260,20141120T000000,432500.0,3,1.75,1470,7350,1.0,0,0,3,8,1470,0,1963,0,98052,47.6687,-122.154,1470,7350 +2325069032,20140731T000000,875000.0,5,4.25,4720,18741,2.0,0,0,3,11,3210,1510,2005,0,98053,47.6347,-122.013,3880,37328 +1223039235,20141114T000000,605000.0,5,2.75,2910,13332,2.0,0,0,4,8,2910,0,1940,1991,98146,47.4977,-122.359,1760,8900 +4139480350,20150113T000000,1688000.0,4,4.0,5000,12941,3.0,0,2,3,12,5000,0,2002,0,98006,47.55,-122.103,4560,12941 +3348401382,20150210T000000,318000.0,3,2.25,1690,12662,1.0,0,0,5,7,1090,600,1982,0,98178,47.4972,-122.264,1950,9642 +164000267,20141016T000000,311300.0,2,1.0,1000,7228,1.0,0,0,4,7,1000,0,1947,0,98133,47.7294,-122.352,1100,7228 +1099900030,20150415T000000,325000.0,5,2.75,2400,7904,1.0,0,0,3,7,1450,950,1992,0,98188,47.4683,-122.263,2400,7475 +4139700260,20141117T000000,795000.0,5,3.5,3330,3705,2.0,0,0,3,9,2610,720,2008,0,98006,47.5567,-122.124,2810,3971 +6071800310,20140619T000000,558000.0,4,2.25,2060,10358,1.0,0,0,4,8,1320,740,1962,0,98006,47.5478,-122.174,2060,9676 +1321720140,20140528T000000,370000.0,4,2.5,3090,18645,2.0,0,0,3,9,3090,0,1995,0,98023,47.2902,-122.342,3610,20114 +8078460320,20141118T000000,598850.0,4,2.5,2350,7245,2.0,0,0,3,8,2350,0,1993,0,98074,47.6318,-122.023,2350,9419 +6388930570,20141023T000000,515700.0,3,2.5,2180,9722,2.0,0,0,3,8,2180,0,1994,0,98056,47.527,-122.173,2440,9722 +3709500060,20140620T000000,458000.0,3,2.5,1870,5013,2.0,0,0,3,8,1870,0,2003,0,98011,47.7552,-122.221,2040,5555 +5469500640,20150224T000000,583500.0,3,2.25,3530,13000,2.5,0,0,4,10,3530,0,1985,0,98042,47.3823,-122.159,2960,13000 +293910070,20140723T000000,653750.0,4,2.5,2460,4166,2.0,0,0,3,9,2460,0,2003,0,98034,47.7072,-122.232,2460,4964 +3158500340,20140711T000000,299000.0,3,2.5,1650,4725,2.0,0,0,3,8,1650,0,2011,0,98038,47.3548,-122.055,2000,4725 +2617300200,20140509T000000,532000.0,5,3.0,3480,57499,1.0,0,0,4,8,2340,1140,1976,0,98027,47.4574,-122.024,2020,40946 +521049200,20140708T000000,819000.0,3,2.75,3176,13391,2.0,0,3,4,9,2726,450,1985,0,98198,47.3429,-122.33,3470,12779 +7779200105,20140718T000000,945000.0,4,2.25,2420,9000,1.0,0,4,5,9,2000,420,1967,0,98146,47.4884,-122.363,2400,9035 +8651500710,20141106T000000,608700.0,4,2.5,2260,9696,1.0,0,0,3,9,2260,0,1983,0,98074,47.643,-122.066,2400,12111 +871000435,20150509T000000,812000.0,4,2.0,2380,6122,1.0,0,2,4,8,1310,1070,1949,0,98199,47.6506,-122.405,1810,5202 +217500140,20140513T000000,464000.0,5,2.5,3400,8970,1.0,0,0,4,8,1700,1700,1959,0,98133,47.7358,-122.335,1890,8475 +9290850810,20140613T000000,950000.0,4,2.5,3770,35081,2.0,0,0,3,10,3770,0,1989,0,98053,47.6908,-122.051,4000,35492 +6844700510,20141203T000000,700000.0,4,2.5,2672,4297,2.0,0,0,3,8,2020,652,2005,0,98115,47.6955,-122.289,1720,6120 +1232001040,20141016T000000,435000.0,3,1.0,1180,4219,1.0,0,0,3,7,1060,120,1939,0,98117,47.6867,-122.378,1630,4219 +3751601171,20141007T000000,229500.0,3,1.5,1810,14400,1.0,0,0,4,7,1810,0,1954,0,98001,47.2887,-122.269,1710,12000 +6117502220,20141117T000000,1575000.0,3,3.0,2610,22672,1.5,1,4,4,8,2610,0,1952,0,98166,47.4414,-122.354,2810,22672 +4322300140,20141103T000000,265000.0,3,2.25,1450,13439,1.0,0,0,4,7,1180,270,1963,0,98003,47.2811,-122.299,1520,12348 +1526059051,20140828T000000,995000.0,2,2.0,1600,64468,1.0,0,0,3,7,1600,0,1950,0,98072,47.7344,-122.143,1950,64468 +3800000160,20140709T000000,590000.0,3,2.5,2650,9380,1.0,0,0,5,8,1680,970,1975,0,98155,47.7756,-122.273,2310,9600 +1454600116,20140611T000000,740000.0,4,2.75,2490,17833,2.0,0,2,3,9,1490,1000,1979,0,98125,47.7206,-122.284,2640,16943 +4174600055,20140521T000000,360000.0,2,0.75,850,7710,1.0,0,2,5,6,550,300,1909,0,98108,47.5588,-122.301,2500,6022 +2594200566,20150406T000000,548500.0,4,2.0,1820,7200,1.0,0,0,3,7,1300,520,1976,0,98136,47.5161,-122.388,1770,8149 +8825900465,20140507T000000,599000.0,3,1.75,1960,4788,1.0,0,0,4,7,1090,870,1920,0,98115,47.6746,-122.312,1960,3960 +8562900310,20140613T000000,615000.0,3,1.75,2350,20820,1.0,0,0,4,8,1800,550,1978,0,98074,47.6095,-122.059,2040,10800 +1446401555,20141208T000000,292000.0,3,1.75,1320,6600,1.0,0,0,3,7,1320,0,1988,0,98168,47.4838,-122.33,1070,6594 +3528000140,20141023T000000,899000.0,4,2.5,3720,30649,2.0,0,0,3,10,3720,0,1988,0,98053,47.6651,-122.056,3220,29434 +7625704500,20141208T000000,500000.0,3,1.5,2210,6500,1.0,0,0,4,7,1030,1180,1912,0,98136,47.5434,-122.388,1750,6370 +3575302397,20141113T000000,580000.0,3,2.5,1910,11550,1.5,0,0,3,8,1910,0,2003,0,98074,47.6213,-122.064,2230,11550 +6190500340,20140509T000000,580000.0,4,2.5,2840,6268,2.0,0,0,3,9,2840,0,1998,0,98028,47.7386,-122.235,2790,6526 +475000510,20141118T000000,594000.0,3,1.0,1320,5000,1.0,0,0,4,7,1090,230,1920,0,98107,47.6674,-122.365,1700,5000 +7199340320,20150409T000000,500000.0,3,2.5,2440,7600,1.0,0,0,3,7,1420,1020,1981,0,98052,47.6966,-122.127,2060,7700 +3904940140,20141006T000000,550000.0,4,2.5,2420,8056,1.0,0,0,3,8,1680,740,1988,0,98029,47.5748,-122.013,2160,6807 +2310030390,20150429T000000,275000.0,3,1.75,1180,6260,1.0,0,0,4,8,1180,0,1993,0,98038,47.3531,-122.048,1580,7272 +2591800340,20150430T000000,390000.0,3,2.25,1820,7420,2.0,0,0,4,8,1820,0,1983,0,98058,47.4368,-122.162,1900,7526 +3505100126,20140626T000000,1250000.0,3,3.0,3760,8500,2.5,0,3,4,10,3060,700,1910,0,98116,47.5815,-122.398,2610,5500 +3361401977,20140826T000000,250000.0,3,2.25,1560,15340,2.0,0,0,3,7,1560,0,1997,0,98168,47.4989,-122.322,1560,8260 +5422570260,20140929T000000,405000.0,2,2.5,1790,5400,2.0,0,0,4,8,1790,0,1979,0,98052,47.6606,-122.128,1700,5760 +100600320,20140813T000000,213950.0,3,1.0,1430,7000,1.0,0,0,3,6,1430,0,1968,0,98023,47.3018,-122.369,1050,7700 +8099200030,20141222T000000,232000.0,3,1.5,1390,11340,1.0,0,0,4,7,1390,0,1963,0,98031,47.3984,-122.186,1740,11340 +7140600055,20150411T000000,207000.0,3,1.0,990,10800,1.0,0,0,4,6,990,0,1959,0,98002,47.293,-122.215,1060,10364 +3422049276,20141211T000000,310000.0,3,1.75,1880,30346,1.0,0,0,3,8,1880,0,1988,0,98001,47.3515,-122.291,2260,5883 +3157600240,20140903T000000,540000.0,3,2.5,2520,5000,3.0,0,0,3,9,2520,0,1990,0,98106,47.5664,-122.359,1130,5000 +91000135,20150507T000000,750000.0,4,1.5,2060,4000,1.5,0,2,3,7,1580,480,1920,1990,98103,47.6857,-122.353,1160,4000 +423059369,20140604T000000,392500.0,4,2.5,2150,7303,2.0,0,0,3,8,2150,0,2005,0,98056,47.5109,-122.183,1940,9569 +5152000030,20150204T000000,305000.0,5,2.5,2500,12220,1.0,0,0,3,8,1690,810,1962,0,98003,47.3335,-122.325,2130,12000 +7732300390,20140523T000000,735000.0,3,2.5,2390,9157,2.0,0,0,3,9,2390,0,1984,0,98052,47.6617,-122.15,2360,8250 +1954430390,20140707T000000,575000.0,4,2.5,2400,6137,2.0,0,0,3,8,2400,0,1990,0,98074,47.6187,-122.04,2120,7468 +7891600260,20140618T000000,175000.0,2,1.0,660,5000,1.0,0,0,3,6,660,0,1915,0,98106,47.5664,-122.364,1000,5000 +2329800140,20141203T000000,291000.0,4,2.5,1580,6633,2.0,0,0,4,7,1580,0,1984,0,98042,47.3768,-122.118,1590,6633 +8653900070,20140804T000000,791500.0,4,2.5,3250,8970,2.0,0,0,3,10,3250,0,1994,0,98075,47.5862,-122.037,3240,8449 +7740500070,20140710T000000,475000.0,3,2.0,1880,9659,1.0,0,0,3,8,1180,700,1951,0,98155,47.7497,-122.284,1780,9659 +3352401090,20141113T000000,238950.0,2,1.0,1190,11400,1.0,0,0,3,7,1190,0,1951,0,98178,47.5012,-122.265,1410,11400 +2767704756,20141020T000000,470000.0,3,3.5,1280,1257,2.0,0,0,3,8,1040,240,2000,0,98107,47.6721,-122.374,1280,1249 +7504400710,20150427T000000,420000.0,4,1.75,2380,15324,1.0,0,0,3,8,1610,770,1978,0,98074,47.6262,-122.049,2540,12608 +7787100390,20150420T000000,440000.0,3,2.5,2040,7605,2.0,0,0,3,8,2040,0,1996,0,98045,47.4876,-121.779,2150,7545 +4240400140,20140820T000000,656000.0,4,1.75,1440,4300,1.5,0,0,4,8,1290,150,1929,0,98117,47.6846,-122.372,1640,5000 +7202270570,20140714T000000,559950.0,3,2.5,2120,4310,2.0,0,0,3,7,2120,0,2001,0,98053,47.687,-122.037,2280,4380 +3037200045,20141113T000000,600000.0,2,2.0,990,5416,1.0,0,0,3,6,990,0,1935,0,98122,47.604,-122.311,1650,3360 +3750605247,20140804T000000,255000.0,3,1.0,1710,12000,1.0,0,0,4,7,1710,0,1972,0,98001,47.2616,-122.281,1310,9600 +7972604425,20150401T000000,210750.0,4,1.5,1840,7076,1.5,0,0,3,7,1840,0,1957,0,98106,47.5185,-122.345,1510,7320 +809002610,20140718T000000,485000.0,4,1.0,1150,2560,1.5,0,0,3,7,1150,0,1909,0,98109,47.6368,-122.355,1890,3000 +4123840570,20141020T000000,390000.0,3,2.5,2250,8076,2.0,0,0,3,8,2250,0,1995,0,98038,47.3667,-122.041,2180,7244 +1081200070,20150323T000000,405000.0,3,2.5,2460,12600,1.0,0,0,4,8,1810,650,1970,0,98059,47.473,-122.118,1820,11180 +9274204100,20140910T000000,462500.0,4,1.0,1540,4500,1.5,0,0,2,7,1540,0,1905,0,98116,47.587,-122.384,1920,6000 +1072010510,20150210T000000,435000.0,4,2.25,2210,14073,1.0,0,0,3,8,1630,580,1978,0,98059,47.4774,-122.142,2340,11340 +7202330160,20141119T000000,440000.0,3,2.5,1440,5434,2.0,0,0,3,7,1440,0,2003,0,98053,47.6818,-122.034,1560,3770 +8731990700,20140625T000000,299950.0,3,1.75,1790,7650,1.0,0,3,3,9,1790,0,1978,0,98023,47.3213,-122.385,2540,7600 +9828200746,20150504T000000,440000.0,2,1.5,1120,1024,2.0,0,0,3,8,1120,0,1970,1998,98122,47.6175,-122.298,1120,1549 +9407100310,20141113T000000,312620.0,3,2.5,1260,11877,1.0,0,0,3,7,1260,0,1975,0,98045,47.4442,-121.762,1430,9790 +6817800510,20140605T000000,372500.0,3,1.5,1180,12324,1.0,0,0,3,7,800,380,1981,0,98074,47.6337,-122.032,1280,11371 +7212680860,20150209T000000,297262.0,3,2.5,1730,8076,2.0,0,0,3,8,1730,0,1994,0,98003,47.2619,-122.308,1780,6930 +3260000570,20150210T000000,735000.0,4,3.0,2250,7245,1.0,0,0,4,7,1250,1000,1963,0,98005,47.6045,-122.169,1960,7245 +1139000400,20140826T000000,430000.0,3,1.5,1550,5034,2.0,0,0,4,7,1550,0,1922,0,98177,47.7072,-122.36,1820,7200 +8649401000,20141022T000000,241000.0,2,1.75,1070,9750,1.5,0,0,3,7,1070,0,1995,0,98014,47.7131,-121.319,970,9750 +6600400260,20140512T000000,201000.0,3,1.0,1460,9750,1.0,0,0,4,7,1460,0,1969,0,98042,47.3242,-122.144,1270,9750 +1797500435,20150420T000000,570000.0,2,1.0,1060,4000,1.0,0,0,4,7,1060,0,1910,0,98115,47.6731,-122.315,1770,4000 +2155000160,20140508T000000,538000.0,4,1.75,1840,9600,1.0,0,0,3,7,1220,620,1967,0,98052,47.6579,-122.125,1770,9720 +9526600340,20150512T000000,729000.0,3,2.5,2440,4244,2.0,0,0,3,8,2440,0,2011,0,98052,47.7057,-122.112,2690,4556 +2205500030,20150108T000000,331500.0,4,1.75,1700,14756,1.0,0,0,3,7,850,850,1955,0,98006,47.5762,-122.143,1680,10250 +2123049114,20140519T000000,110700.0,2,1.0,680,8064,1.0,0,0,3,6,680,0,1941,0,98188,47.469,-122.298,1340,10800 +8078050140,20141002T000000,245000.0,3,2.0,1700,8448,1.0,0,0,3,7,1700,0,1996,0,98022,47.2077,-122.011,1350,8587 +7617500075,20140721T000000,427000.0,3,1.75,2000,7111,1.0,0,0,4,7,1360,640,1956,0,98177,47.7676,-122.373,1830,9000 +381000240,20140806T000000,650500.0,4,1.75,2340,5940,1.0,0,0,3,8,1290,1050,1953,0,98115,47.6789,-122.281,1930,5940 +7568700260,20140814T000000,335900.0,2,1.0,1120,7440,1.0,0,0,4,7,1120,0,1939,0,98155,47.7405,-122.323,1170,7440 +1370803925,20140903T000000,535000.0,2,2.0,1510,5133,1.5,0,0,3,7,1510,0,1939,0,98199,47.6415,-122.401,1470,6000 +1250200786,20150122T000000,360000.0,5,2.0,2120,2400,1.0,0,0,4,6,1080,1040,1906,0,98144,47.5979,-122.297,1690,4400 +7399300510,20150204T000000,294900.0,3,2.25,1500,8100,1.0,0,0,3,7,1210,290,1968,0,98055,47.4632,-122.19,1600,7896 +5430300106,20150311T000000,460000.0,2,1.0,1030,5934,1.0,0,0,4,7,1030,0,1928,0,98115,47.6828,-122.287,1420,5588 +2954400310,20140915T000000,1769000.0,4,3.5,5440,38900,2.0,0,0,3,12,5440,0,1990,0,98053,47.6605,-122.069,4830,41313 +9209900335,20140509T000000,463000.0,2,1.0,1150,4400,1.0,0,0,4,7,1150,0,1905,0,98112,47.6226,-122.292,1240,4400 +1920079062,20141222T000000,332000.0,5,1.5,2420,43560,1.0,0,2,3,8,1500,920,1962,0,98022,47.208,-121.963,1620,17331 +7227800055,20140909T000000,199500.0,4,2.0,1750,8116,1.0,0,0,4,5,1750,0,1943,0,98056,47.5097,-122.181,1440,7865 +7227800055,20141124T000000,247000.0,4,2.0,1750,8116,1.0,0,0,4,5,1750,0,1943,0,98056,47.5097,-122.181,1440,7865 +3296900160,20140609T000000,442500.0,4,2.5,2170,14024,2.0,0,0,3,8,2170,0,1992,0,98019,47.7346,-121.97,2240,14029 +3421069053,20140619T000000,600000.0,3,2.0,2540,237402,1.0,0,0,3,9,2540,0,2007,0,98022,47.2688,-122.024,2200,229125 +7202380340,20140903T000000,449000.0,3,2.5,1690,3827,2.0,0,0,3,7,1690,0,2005,0,98053,47.6768,-122.029,1690,3129 +6716700240,20150306T000000,725000.0,4,1.0,1600,4500,1.5,0,0,4,7,1600,0,1926,0,98115,47.6804,-122.316,1720,4500 +1431400070,20150205T000000,215000.0,3,1.0,1060,7900,1.0,0,0,3,7,1060,0,1961,2001,98058,47.4604,-122.18,1310,7900 +9554200200,20141218T000000,582500.0,2,1.75,1990,6549,1.0,0,0,3,7,1170,820,1948,0,98115,47.7,-122.296,1640,7202 +1310900140,20140624T000000,305000.0,4,2.25,2210,9371,2.0,0,0,4,8,2210,0,1968,0,98032,47.3634,-122.279,2300,11584 +9454200030,20140923T000000,734000.0,4,2.75,3090,7650,2.0,0,2,3,8,2340,750,1959,1989,98042,47.3622,-122.157,2760,10370 +1402810140,20140505T000000,300000.0,3,2.0,1050,10072,1.0,0,0,3,7,1050,0,1986,0,98019,47.7341,-121.976,1130,10087 +1823069155,20140505T000000,525888.0,5,1.75,2550,71874,1.0,0,0,5,7,1810,740,1960,0,98027,47.4845,-122.08,2170,51400 +2530800070,20140911T000000,711000.0,4,2.5,2095,4400,1.5,0,0,5,8,1295,800,1910,0,98116,47.5838,-122.39,1980,4400 +4024100496,20140716T000000,360000.0,3,1.75,1520,12282,1.0,0,0,3,8,1220,300,1978,0,98155,47.7516,-122.299,1860,13500 +5252000200,20141210T000000,357000.0,5,2.5,2750,12350,2.0,0,0,3,8,2750,0,1987,0,98031,47.419,-122.206,1650,9810 +7331900270,20140930T000000,235000.0,3,1.75,1200,9266,1.0,0,0,4,7,1200,0,1960,0,98002,47.314,-122.208,1200,9266 +1574700140,20140808T000000,550000.0,3,1.75,1830,9720,1.0,0,1,3,7,1150,680,1928,1976,98040,47.5511,-122.23,3380,10854 +162500030,20141205T000000,324000.0,3,1.0,1160,7202,1.0,0,0,4,7,1160,0,1957,0,98133,47.7675,-122.334,1620,8598 +3705900292,20150428T000000,420000.0,3,2.0,1750,9239,1.0,0,0,3,8,1410,340,1989,0,98133,47.7583,-122.339,1720,7874 +2141500070,20140619T000000,450000.0,4,2.5,2400,7693,2.0,0,0,3,8,2400,0,2003,0,98059,47.4881,-122.142,2400,8038 +8562750060,20150420T000000,825000.0,5,3.5,4140,6770,2.0,0,0,3,9,3030,1110,2004,0,98027,47.5381,-122.069,3960,5431 +7349620030,20140722T000000,272000.0,4,2.25,2115,6234,2.0,0,0,3,7,2115,0,1998,0,98002,47.285,-122.201,2440,6366 +2523039315,20141022T000000,481000.0,3,2.0,2580,15653,1.5,0,0,3,9,2580,0,1990,0,98166,47.4561,-122.361,1920,9840 +2877101821,20140805T000000,500000.0,3,1.0,1220,3400,1.0,0,0,3,7,1060,160,1927,0,98117,47.6775,-122.363,1350,3750 +1176000390,20140612T000000,448000.0,2,1.5,1630,3780,1.0,0,0,4,7,890,740,1940,0,98107,47.6711,-122.403,1770,6400 +8682262190,20150319T000000,480000.0,2,2.0,1350,4220,1.0,0,0,3,8,1350,0,2004,0,98053,47.718,-122.034,1350,4409 +7202350060,20140908T000000,475000.0,3,2.5,1690,2890,2.0,0,0,3,7,1690,0,2004,0,98053,47.6802,-122.031,1690,2730 +3630060070,20141021T000000,472500.0,2,2.25,1700,2383,2.0,0,0,3,8,1700,0,2005,0,98029,47.547,-121.997,1700,2700 +2413300810,20140923T000000,291000.0,4,2.25,1890,7616,1.0,0,0,4,8,1260,630,1979,0,98003,47.3275,-122.329,1890,7420 +6450304260,20140722T000000,294000.0,2,1.0,850,5250,1.0,0,0,4,7,850,0,1950,0,98133,47.731,-122.342,1440,5250 +2025059204,20140730T000000,1013050.0,4,2.5,2480,12688,1.0,0,0,4,9,1820,660,1967,0,98004,47.6344,-122.205,2910,11979 +7202290240,20141017T000000,442500.0,3,2.5,1690,3129,2.0,0,0,3,7,1690,0,2002,0,98053,47.6875,-122.043,1690,3129 +1788700070,20140627T000000,170000.0,2,1.0,810,8424,1.0,0,0,4,6,810,0,1959,0,98023,47.3286,-122.346,820,8424 +8085400055,20150428T000000,1582500.0,4,2.5,3980,16304,1.0,0,1,3,10,2480,1500,1968,0,98004,47.639,-122.21,3980,16304 +5700002025,20150218T000000,665000.0,3,2.25,2580,6000,2.0,0,0,3,8,1780,800,1925,0,98144,47.5778,-122.289,2300,5995 +853600310,20140828T000000,1610000.0,5,4.5,6085,142725,3.0,0,0,3,11,6085,0,2000,0,98014,47.6085,-121.952,4830,128457 +5332200320,20140714T000000,675000.0,2,1.75,2140,5000,1.0,0,0,3,7,1000,1140,1930,1991,98112,47.6284,-122.291,2250,4000 +2130701535,20150204T000000,279900.0,2,1.75,1360,10000,1.0,0,0,3,6,1360,0,1957,1989,98019,47.7421,-121.982,1430,10000 +510002010,20140630T000000,875000.0,4,1.5,1800,3245,1.5,0,0,4,8,1800,0,1929,0,98103,47.6605,-122.331,1800,4275 +3630110510,20140804T000000,571000.0,3,2.5,1920,3867,2.0,0,0,3,8,1920,0,2005,0,98029,47.5538,-121.994,2190,3841 +6300000400,20140617T000000,320000.0,3,1.0,860,5060,1.5,0,0,3,7,860,0,1927,0,98133,47.7062,-122.341,880,5060 +1560920200,20140826T000000,525000.0,3,2.5,2340,35021,1.0,0,0,3,9,2340,0,1986,0,98038,47.3988,-122.028,2630,35190 +1652500060,20140711T000000,1650000.0,8,2.75,4040,20666,1.0,0,0,4,9,2020,2020,1962,0,98004,47.634,-122.221,3670,20500 +9368700270,20150401T000000,137900.0,3,1.75,1160,5082,1.0,0,0,3,6,580,580,1942,0,98178,47.503,-122.262,1730,6000 +2223089053,20140603T000000,440000.0,3,2.25,1680,57063,2.0,0,0,4,8,1680,0,1989,0,98045,47.4669,-121.765,1910,57063 +9828201920,20150304T000000,360000.0,3,1.0,1280,3870,1.0,0,0,3,7,640,640,1945,0,98122,47.6163,-122.294,1280,4800 +7334401040,20150205T000000,271000.0,4,1.5,1800,9576,1.0,0,0,4,7,1800,0,1977,0,98045,47.4664,-121.747,1370,9576 +5152700060,20140528T000000,465000.0,6,3.25,4250,23326,1.0,0,3,3,10,2150,2100,1967,0,98003,47.34,-122.327,3370,15983 +1460900030,20140926T000000,280000.0,4,2.5,2400,4596,2.0,0,0,3,8,2400,0,2004,0,98001,47.3358,-122.265,2230,4763 +3626039250,20150428T000000,283000.0,2,1.0,940,6350,1.0,0,0,4,5,940,0,1942,0,98103,47.698,-122.357,1490,6350 +7199360320,20150213T000000,411500.0,3,1.0,1110,7208,1.0,0,0,3,7,1110,0,1980,0,98052,47.6979,-122.124,1440,7210 +8731901610,20140917T000000,282000.0,3,2.25,2420,7548,1.0,0,0,4,8,1370,1050,1967,0,98023,47.3112,-122.376,2150,8000 +6821102317,20141209T000000,535000.0,3,2.5,1850,1499,2.5,0,0,3,9,1790,60,2005,0,98199,47.6475,-122.396,1770,1539 +3271300955,20140703T000000,554729.0,4,2.5,2020,4350,2.0,0,0,5,9,1730,290,1943,0,98199,47.6503,-122.41,1620,5800 +3271300955,20150224T000000,868000.0,4,2.5,2020,4350,2.0,0,0,5,9,1730,290,1943,0,98199,47.6503,-122.41,1620,5800 +2623089135,20140616T000000,427000.0,3,2.5,1830,65340,1.0,0,0,3,8,1520,310,1991,0,98045,47.4553,-121.75,2100,84942 +2044500152,20141117T000000,455000.0,4,1.75,1920,6000,1.0,0,0,4,7,960,960,1954,0,98125,47.7137,-122.315,1850,7200 +1725059187,20141029T000000,595000.0,2,1.75,1280,8500,1.0,0,0,3,7,1280,0,1953,2010,98033,47.6553,-122.19,1950,10356 +6699930260,20150320T000000,400000.0,4,2.5,3130,5240,2.0,0,0,3,8,3130,0,2004,0,98038,47.3446,-122.042,2470,5240 +3295610200,20140625T000000,770000.0,4,2.5,3920,12415,2.0,0,0,3,10,3920,0,1997,0,98075,47.5658,-122.032,3639,12805 +1186000125,20140509T000000,742500.0,4,2.75,3100,3773,2.0,0,0,3,8,2000,1100,1919,1996,98122,47.6158,-122.291,2130,3777 +6065300570,20140624T000000,1250000.0,4,2.5,3220,15600,1.0,0,0,5,9,1680,1540,1973,0,98006,47.5697,-122.182,2990,15600 +8039900400,20140812T000000,375000.0,3,2.0,1670,13775,1.0,0,0,3,8,1670,0,1968,0,98045,47.4873,-121.783,2130,14500 +1925059200,20150407T000000,1557600.0,4,2.5,2700,17853,2.0,0,0,4,9,2700,0,1960,0,98004,47.6463,-122.219,3790,16672 +5729000070,20150128T000000,545000.0,4,2.0,5461,22880,1.0,0,0,4,9,3265,2196,1964,0,98032,47.3557,-122.29,1940,10995 +98000960,20140513T000000,1050000.0,4,3.25,4400,16625,2.0,0,0,3,11,4400,0,2003,0,98075,47.5868,-121.968,4440,15523 +1330300451,20141217T000000,1565000.0,3,1.75,2190,8500,1.0,0,0,4,9,2190,0,1957,0,98112,47.64,-122.285,2850,8868 +4312700340,20150318T000000,178000.0,4,1.5,1200,11163,1.5,0,0,4,6,1200,0,1970,0,98092,47.3024,-122.106,1200,11163 +3797700030,20141009T000000,262500.0,3,1.75,1470,10390,1.0,0,0,3,7,1470,0,1989,0,98031,47.4192,-122.201,1770,7507 +452001890,20150415T000000,730000.0,3,1.75,1650,5000,1.5,0,0,4,8,1650,0,1900,0,98107,47.6743,-122.371,1630,5000 +2927600105,20140703T000000,395000.0,5,1.75,1840,10453,1.0,0,2,3,8,1360,480,1948,0,98166,47.4508,-122.368,2250,11250 +3298300140,20141024T000000,355000.0,3,1.0,1210,6650,1.0,0,0,3,6,1210,0,1959,0,98008,47.6214,-122.12,990,7590 +1321700390,20140908T000000,299990.0,3,2.5,1870,8541,2.0,0,0,3,8,1870,0,1989,0,98023,47.2925,-122.346,2150,7789 +1222069129,20150327T000000,1125000.0,4,3.25,3890,422096,1.5,0,0,3,9,3150,740,2001,0,98038,47.4125,-121.982,2180,229996 +1081800070,20141118T000000,425000.0,4,2.25,2660,11200,2.0,0,0,4,8,2660,0,1972,0,98059,47.4722,-122.131,2090,11120 +6414100732,20150107T000000,349000.0,2,1.0,1150,7552,1.0,0,0,3,7,1150,0,1951,0,98125,47.7215,-122.323,1150,7346 +513000445,20141111T000000,554950.0,4,1.75,1740,4816,1.0,0,0,5,7,870,870,1942,0,98116,47.5758,-122.382,1210,5074 +6888900060,20141116T000000,326000.0,6,3.0,2580,8064,1.5,0,0,3,7,1880,700,1913,0,98118,47.5549,-122.287,1510,6084 +7309100270,20140626T000000,580000.0,4,1.75,1720,6975,1.0,0,0,3,8,1420,300,1975,0,98052,47.6506,-122.121,2210,7875 +2162000260,20140827T000000,699000.0,3,2.5,2740,18455,2.0,0,1,4,10,1510,1230,1977,0,98040,47.5585,-122.215,2840,16438 +7732000045,20141125T000000,757000.0,3,2.75,2610,11290,1.0,0,0,3,7,1630,980,1985,0,98033,47.6632,-122.201,2570,9125 +3764800510,20140723T000000,335000.0,3,1.75,1400,7920,1.0,0,0,3,7,1400,0,1965,0,98034,47.7312,-122.202,1310,7876 +2481600030,20140701T000000,660000.0,3,2.0,2570,28500,1.0,0,0,3,9,1970,600,1983,0,98052,47.7318,-122.138,3070,32400 +5126310060,20150417T000000,540000.0,4,2.75,2830,7334,2.0,0,0,3,8,2830,0,2005,0,98059,47.4868,-122.141,2830,7378 +1310700390,20141010T000000,320000.0,5,2.25,2630,8625,2.0,0,0,3,8,2630,0,1966,0,98032,47.3619,-122.287,1880,8670 +6402710070,20150421T000000,280000.0,3,2.5,1580,7918,2.0,0,0,3,7,1580,0,1994,0,98055,47.4431,-122.19,1650,7916 +5702450260,20140723T000000,324000.0,3,2.0,1540,10931,1.0,0,3,3,7,1540,0,1989,0,98045,47.495,-121.776,1570,10485 +3243200310,20140520T000000,300000.0,3,1.0,2120,7735,1.0,0,0,4,7,1060,1060,1967,0,98059,47.4869,-122.123,1010,8570 +2131200885,20140828T000000,360000.0,3,1.75,1830,10000,2.0,0,0,4,7,1830,0,1913,1964,98019,47.741,-121.979,1480,10000 +8651480550,20140623T000000,600000.0,3,2.5,2260,10153,2.0,0,0,3,10,2260,0,1987,0,98074,47.641,-122.068,2740,10153 +3024059036,20140530T000000,950000.0,4,1.75,2500,92347,1.0,0,0,4,8,1500,1000,1970,0,98040,47.5345,-122.216,3750,20267 +6382500079,20140709T000000,599950.0,3,3.25,1830,1804,3.0,0,0,3,8,1830,0,2014,0,98117,47.6945,-122.377,1830,1804 +4363700200,20150325T000000,190000.0,4,1.0,1190,7920,1.0,0,0,3,6,890,300,1951,0,98126,47.5305,-122.371,1140,7920 +3876310860,20150330T000000,350000.0,4,1.75,2310,9002,1.0,0,0,3,7,1780,530,1970,0,98034,47.731,-122.166,2090,8814 +2391602650,20150410T000000,522000.0,3,1.0,1230,4600,1.5,0,0,3,7,1230,0,1929,0,98116,47.5616,-122.392,1230,4600 +2597530070,20150318T000000,850000.0,3,2.5,2940,10809,2.0,0,0,3,10,2940,0,1992,0,98006,47.5418,-122.136,3090,10348 +1314300046,20140630T000000,308000.0,3,1.0,1010,8800,1.0,0,0,4,7,1010,0,1954,0,98118,47.5483,-122.278,1400,4095 +3693900885,20141202T000000,1020000.0,6,2.25,2550,5000,2.0,0,0,4,7,2550,0,1907,0,98117,47.6785,-122.396,1480,5000 +6046400465,20141028T000000,397500.0,3,1.0,1480,5100,1.5,0,0,3,7,1480,0,1938,1959,98103,47.6915,-122.348,1300,5100 +4388000070,20150127T000000,186000.0,3,1.75,1460,7967,1.0,0,0,3,7,1040,420,1977,0,98023,47.3199,-122.374,1460,6835 +8854000370,20140620T000000,436500.0,5,3.0,3110,12429,1.0,0,0,3,8,1790,1320,1977,0,98011,47.7463,-122.213,3050,11902 +4459800075,20140603T000000,710000.0,3,2.0,2140,4923,1.0,0,0,4,8,1070,1070,1928,0,98103,47.6902,-122.339,1470,4923 +7153200160,20150114T000000,1378600.0,5,3.25,3450,6360,2.0,0,0,5,9,1860,1590,1905,0,98122,47.6133,-122.287,2310,5000 +7752400075,20150428T000000,450000.0,3,2.25,1960,10682,1.0,0,0,3,7,1960,0,1957,0,98008,47.6319,-122.124,1540,10682 +7604410030,20150121T000000,375000.0,4,2.75,1890,5240,1.0,0,0,3,7,980,910,1981,0,98106,47.5528,-122.356,1600,5240 +2144800311,20141113T000000,315000.0,2,1.0,2080,14659,1.0,0,0,3,7,1040,1040,1960,0,98178,47.4858,-122.231,1920,15208 +1705400550,20150213T000000,467500.0,3,1.0,1700,4165,1.5,0,0,3,7,1700,0,1918,0,98118,47.5569,-122.277,1400,4165 +9485700136,20150227T000000,330000.0,3,1.0,1140,7316,1.0,0,0,3,6,1140,0,1959,0,98106,47.527,-122.362,1140,7440 +1822039225,20140725T000000,665000.0,3,2.5,3136,54450,1.5,0,0,5,8,3136,0,1910,0,98070,47.3999,-122.472,2300,54450 +2625059301,20150324T000000,760000.0,4,3.25,2590,3889,3.0,0,0,3,9,2590,0,2013,0,98007,47.6259,-122.142,2590,4062 +7625702440,20141230T000000,469000.0,3,1.75,1480,800,2.0,0,0,3,8,1000,480,2014,0,98136,47.5493,-122.387,1480,1143 +9126100487,20140813T000000,408000.0,3,3.0,1500,1473,2.0,0,0,3,8,1120,380,2000,0,98122,47.6063,-122.305,1720,1976 +7922900030,20141003T000000,851000.0,3,2.75,2660,10350,1.0,0,4,4,8,1330,1330,1971,0,98008,47.5868,-122.116,2820,10043 +8682292180,20140725T000000,410000.0,2,2.0,1350,3926,1.0,0,0,3,8,1350,0,2007,0,98053,47.7192,-122.024,1440,3926 +6730700260,20150313T000000,235000.0,2,1.0,860,10500,1.0,0,0,3,6,860,0,1943,0,98024,47.5662,-121.886,950,10500 +7225000045,20140828T000000,207100.0,2,1.0,1000,4500,1.0,0,0,3,6,1000,0,1916,0,98055,47.4896,-122.204,980,4837 +4140500055,20140626T000000,560000.0,4,2.5,2480,16360,1.0,0,0,5,7,1510,970,1959,0,98028,47.7638,-122.265,1770,15205 +2592210370,20141031T000000,903000.0,3,2.75,3860,12786,2.0,0,0,4,10,3860,0,1984,0,98006,47.549,-122.141,2820,14636 +1337800830,20150107T000000,998500.0,3,1.75,2140,4800,2.0,0,0,3,8,1690,450,1905,0,98112,47.6311,-122.312,2440,4800 +1951500055,20140730T000000,268500.0,4,1.75,1820,13600,1.5,0,0,3,7,1120,700,1959,0,98032,47.3743,-122.295,1810,11970 +1136100045,20141015T000000,494950.0,2,1.75,2220,33000,1.0,0,0,4,8,2220,0,1970,0,98072,47.7403,-122.129,2220,33000 +3860400060,20140801T000000,1130000.0,4,2.5,2660,11200,2.0,0,0,3,9,2660,0,1999,0,98004,47.5894,-122.197,3290,11275 +1657000070,20141118T000000,250000.0,3,2.0,1470,12096,1.0,0,0,4,6,1470,0,1942,0,98030,47.3734,-122.193,1470,10966 +1423069129,20150320T000000,449000.0,4,1.75,2350,54450,1.0,0,0,4,7,1250,1100,1971,0,98027,47.4816,-122.005,2180,50529 +1118001631,20150112T000000,1225000.0,3,2.25,2980,7700,1.0,0,0,3,9,2530,450,1964,0,98112,47.6336,-122.29,3020,8234 +7399200240,20150317T000000,325000.0,4,2.0,1870,7700,1.0,0,0,3,8,1870,0,1966,0,98055,47.4619,-122.196,2270,8580 +4037000160,20140615T000000,506000.0,5,3.0,2430,8000,1.0,0,0,4,7,1370,1060,1957,0,98008,47.603,-122.12,1770,8000 +8562740370,20150325T000000,751000.0,4,2.5,2790,6538,2.0,0,0,3,9,2790,0,2003,0,98027,47.5349,-122.066,2990,6538 +9407001620,20140812T000000,280000.0,3,2.5,1370,22326,2.0,0,0,3,7,1370,0,1993,0,98045,47.4469,-121.775,1580,10920 +2481620310,20140514T000000,1120000.0,4,2.25,4470,60373,2.0,0,0,3,11,4470,0,1988,0,98072,47.7289,-122.127,3210,40450 +7511200350,20140919T000000,580000.0,3,1.75,2040,81021,1.0,0,0,3,8,2040,0,1980,0,98053,47.6536,-122.045,2260,39280 +4039100350,20150423T000000,665000.0,4,2.25,2340,5300,1.0,0,0,5,8,1700,640,1963,0,98008,47.6202,-122.112,1890,8250 +808300270,20140527T000000,450000.0,4,2.5,2520,8515,2.0,0,0,3,7,2520,0,1999,0,98019,47.7233,-121.959,2130,6930 +3023059012,20140910T000000,389900.0,4,1.0,1710,117176,1.5,0,0,4,6,1710,0,1942,0,98055,47.4497,-122.212,1940,12223 +4039300810,20141117T000000,427000.0,3,1.0,1200,5252,1.0,0,0,3,7,1200,0,1962,0,98007,47.6075,-122.134,1800,7920 +8849300320,20150416T000000,265000.0,3,1.75,1330,12618,1.0,0,3,3,7,1330,0,1983,0,98188,47.4403,-122.271,1870,8429 +272000320,20141105T000000,398000.0,3,1.5,1310,2996,2.0,0,0,3,7,1310,0,1998,0,98144,47.5879,-122.299,1310,2997 +1180002470,20141104T000000,354000.0,6,3.5,3020,4500,2.0,0,0,3,7,3020,0,1941,1992,98178,47.498,-122.225,900,6000 +1330290160,20150413T000000,339950.0,4,2.5,2260,6086,2.0,0,0,3,8,2260,0,1999,0,98030,47.3642,-122.174,2260,6218 +6392000570,20141112T000000,399000.0,2,1.0,790,4000,1.0,0,0,3,6,790,0,1948,0,98115,47.6844,-122.289,990,5000 +8835200160,20141010T000000,325000.0,2,2.0,970,5000,1.0,0,0,3,7,970,0,1983,0,98034,47.7223,-122.16,1540,5000 +868000575,20140819T000000,998800.0,3,2.0,2250,8000,1.0,0,2,4,9,2250,0,1955,0,98177,47.7077,-122.378,2880,10960 +597000550,20140919T000000,350000.0,4,2.5,1530,2248,1.5,0,0,3,7,1530,0,1914,0,98144,47.5766,-122.309,1340,3700 +6669000070,20140805T000000,1000000.0,4,1.75,1780,11436,1.0,0,0,5,9,1780,0,1967,0,98004,47.6273,-122.194,2100,12052 +7202340860,20150318T000000,561000.0,3,2.5,2120,5277,2.0,0,0,3,7,2120,0,2005,0,98053,47.6811,-122.034,2370,5257 +6141100320,20140707T000000,245000.0,2,1.0,1500,6685,1.0,0,0,3,7,1190,310,1926,0,98133,47.7186,-122.354,1420,6561 +6141100320,20150213T000000,570000.0,2,1.0,1500,6685,1.0,0,0,3,7,1190,310,1926,0,98133,47.7186,-122.354,1420,6561 +6815100370,20141030T000000,845000.0,4,3.0,2390,4000,1.5,0,0,5,8,1460,930,1931,0,98103,47.6857,-122.331,1670,4000 +5636010560,20140929T000000,314500.0,4,2.5,2390,9600,2.0,0,0,3,7,2390,0,1996,0,98010,47.3289,-122.001,1900,9603 +2592200030,20140618T000000,650000.0,3,1.75,2920,9370,1.0,0,0,4,8,1620,1300,1981,0,98006,47.5491,-122.151,2890,9609 +1823059159,20150506T000000,298000.0,2,1.0,850,5000,1.0,0,0,3,5,850,0,1907,0,98055,47.4874,-122.207,910,4815 +2254501620,20150409T000000,500000.0,2,1.0,930,3200,1.0,0,0,3,7,930,0,1904,0,98122,47.609,-122.314,1690,3840 +9275700765,20140610T000000,870000.0,4,2.5,3340,12248,2.0,0,1,3,9,2470,870,1998,0,98126,47.5858,-122.379,2110,5679 +7454000875,20150406T000000,299000.0,2,1.0,710,6732,1.0,0,0,5,6,710,0,1942,0,98126,47.5151,-122.372,710,6720 +7434500127,20140812T000000,527000.0,3,2.25,2240,6450,1.0,0,0,3,7,1440,800,1979,0,98125,47.7034,-122.315,1390,6450 +646500070,20141106T000000,420000.0,3,1.0,1060,7638,1.0,0,0,5,7,1060,0,1966,0,98007,47.5941,-122.142,1470,8097 +9432900560,20150212T000000,290000.0,3,2.5,2360,8764,2.0,0,0,3,8,2360,0,1991,0,98022,47.2114,-122.009,2360,8746 +5154700060,20141015T000000,1662000.0,4,2.75,3520,19200,1.0,1,4,4,9,1950,1570,1951,0,98136,47.525,-122.393,2450,7000 +3395300260,20140815T000000,499990.0,3,1.75,1730,9334,1.0,0,0,3,8,1220,510,1977,0,98052,47.6478,-122.113,2020,10000 +2113700510,20141027T000000,315000.0,3,1.75,1170,4000,1.0,0,0,3,6,720,450,1943,2013,98106,47.5306,-122.354,1130,4000 +4053200566,20141020T000000,425000.0,4,2.25,3680,26266,2.0,0,0,4,9,3680,0,1981,0,98042,47.3219,-122.085,2340,19939 +7214720400,20150217T000000,630000.0,3,2.5,2900,46609,2.0,0,0,3,9,2900,0,1987,0,98077,47.7731,-122.086,2570,42188 +3211210200,20141118T000000,365000.0,3,1.75,1290,7205,1.5,0,0,3,7,1290,0,1971,0,98034,47.7329,-122.237,1340,7214 +7010700810,20141106T000000,774000.0,4,2.75,2010,7000,2.0,0,0,5,8,2010,0,1901,0,98199,47.6607,-122.396,1420,4400 +3971700390,20150406T000000,368888.0,3,1.5,1490,12186,1.0,0,0,4,7,1490,0,1950,0,98155,47.7739,-122.322,1180,14285 +9406550060,20141002T000000,339500.0,4,2.5,1930,7862,2.0,0,0,3,7,1930,0,1994,0,98038,47.3644,-122.04,1640,9145 +414100045,20140923T000000,344950.0,4,1.75,2240,7500,1.0,0,0,4,7,1120,1120,1956,0,98133,47.7466,-122.34,1440,7500 +4276400030,20141112T000000,450000.0,3,2.0,2320,17688,1.0,0,0,3,8,2320,0,1952,1994,98166,47.4519,-122.363,1610,14482 +9433000060,20141118T000000,814950.0,4,2.75,2990,6626,2.0,0,0,3,9,2990,0,2014,0,98052,47.7107,-122.11,2910,5533 +7885800160,20140905T000000,299900.0,4,2.5,2200,5730,2.0,0,0,3,8,2200,0,2003,0,98042,47.3482,-122.153,2200,5772 +2473101070,20150227T000000,315000.0,3,2.0,1500,7828,1.0,0,0,4,7,1500,0,1967,0,98058,47.4484,-122.158,1500,7700 +3701000060,20141216T000000,880000.0,3,1.75,3860,9000,1.0,0,2,3,9,1930,1930,1970,0,98155,47.7431,-122.29,2960,9000 +8651441290,20141229T000000,195000.0,3,1.5,1430,5200,1.0,0,0,4,7,1030,400,1977,0,98042,47.3644,-122.094,1190,5200 +255400060,20141208T000000,910000.0,5,2.75,3750,8279,2.0,0,0,3,9,3750,0,2001,0,98074,47.6039,-122.06,3450,8279 +8567450140,20140827T000000,540000.0,5,2.5,3100,10189,2.0,0,0,3,8,3100,0,2002,0,98019,47.738,-121.965,2840,10189 +2517000140,20140516T000000,306000.0,3,2.5,1870,5874,2.0,0,0,3,7,1870,0,2005,0,98042,47.3992,-122.163,2090,4060 +1938400520,20141016T000000,272000.0,4,2.25,2040,7600,1.0,0,0,4,8,1580,460,1978,0,98023,47.3169,-122.365,2130,7200 +3179100055,20141209T000000,1295000.0,5,3.5,3700,8504,2.0,0,0,3,8,2750,950,1950,2014,98105,47.669,-122.275,2370,6246 +1924069105,20141017T000000,450000.0,3,1.75,3150,9258,1.0,0,1,3,8,2370,780,1970,0,98027,47.5571,-122.08,2740,10274 +704450070,20140707T000000,450000.0,3,2.5,1990,12793,2.0,0,0,3,8,1990,0,1993,0,98028,47.7347,-122.226,2290,9035 +2881700046,20140610T000000,310000.0,4,1.0,1740,11075,1.5,0,0,3,7,1740,0,1965,0,98133,47.7458,-122.334,1580,7684 +8955800045,20150512T000000,530000.0,2,2.25,2080,11285,1.0,0,0,4,8,1180,900,1954,0,98042,47.3628,-122.147,2590,13048 +3816300105,20150112T000000,435000.0,4,2.5,2060,10125,2.0,0,0,4,7,1560,500,1979,0,98028,47.764,-122.262,1760,9876 +6649900030,20150505T000000,485000.0,3,2.0,1590,11222,1.0,0,0,4,7,1590,0,1948,0,98177,47.7762,-122.367,2160,16300 +1912100885,20140702T000000,690000.0,3,1.5,1760,4000,2.0,0,0,3,8,1760,0,1922,0,98102,47.6401,-122.32,1760,4000 +9542840570,20150401T000000,305000.0,4,2.5,1620,4000,2.0,0,0,3,7,1620,0,2008,0,98038,47.3661,-122.02,1580,3780 +2473381070,20141105T000000,300000.0,3,1.75,1210,7000,1.0,0,0,3,7,1210,0,1975,0,98058,47.4572,-122.169,1670,7000 +7137950350,20150122T000000,289950.0,4,3.0,2040,5050,1.0,0,0,3,8,1490,550,1993,0,98092,47.3266,-122.175,2020,6118 +1088800060,20141105T000000,575000.0,3,2.5,2270,9600,2.0,0,0,3,9,2270,0,1990,0,98011,47.7388,-122.206,2580,9617 +4054530260,20140627T000000,1820000.0,4,4.5,6640,53330,2.0,0,0,3,12,6640,0,1993,0,98077,47.7283,-122.046,4620,68625 +248000240,20140715T000000,219000.0,3,1.5,1060,9600,1.0,0,0,4,7,1060,0,1962,0,98023,47.3229,-122.348,1440,9600 +3995700435,20140702T000000,265000.0,4,3.0,1940,8170,1.0,0,0,4,7,1940,0,1948,0,98155,47.7381,-122.302,1310,8169 +9287800135,20140714T000000,1105000.0,5,3.25,3070,5000,2.0,0,0,3,9,2050,1020,2006,0,98103,47.6742,-122.356,2070,5000 +4337000070,20150309T000000,200000.0,3,1.0,930,7590,1.0,0,0,3,6,820,110,1943,0,98166,47.4802,-122.335,1220,7590 +8859000045,20150424T000000,545000.0,4,2.75,2180,8480,1.0,0,3,4,7,1210,970,1959,0,98146,47.4961,-122.366,2240,8497 +8856920550,20150319T000000,378000.0,3,2.5,2130,8404,2.0,0,0,3,8,2130,0,1991,0,98058,47.4623,-122.13,2130,8404 +5705500075,20150326T000000,388000.0,2,1.75,800,4800,1.0,0,0,4,6,800,0,1922,0,98136,47.5559,-122.396,1090,5000 +6163901433,20141126T000000,425000.0,4,2.25,2200,8384,1.0,0,0,3,7,1250,950,1959,0,98155,47.753,-122.317,1750,8384 +475000004,20140707T000000,536000.0,2,1.5,1130,746,2.0,0,0,3,8,1030,100,2009,0,98107,47.6684,-122.363,1520,1519 +7936500172,20140528T000000,1175000.0,3,2.5,1970,23180,1.0,1,4,3,8,1100,870,1937,1998,98136,47.5495,-122.398,3030,34689 +2770604080,20150324T000000,629950.0,3,2.5,1680,1620,2.0,0,0,3,9,1120,560,2014,0,98119,47.6425,-122.374,1610,1618 +5101408599,20140611T000000,465000.0,4,1.75,1470,5350,1.0,0,0,3,7,980,490,1955,0,98125,47.7048,-122.315,1970,6138 +1226059105,20140827T000000,545000.0,4,2.25,2390,40510,1.0,0,0,4,8,2390,0,1969,0,98072,47.7566,-122.113,3200,36989 +3211700045,20150128T000000,592000.0,4,2.5,2300,11165,2.0,0,0,4,8,2300,0,1979,0,98008,47.5794,-122.118,2170,11165 +8567300270,20140818T000000,446000.0,4,2.0,2280,43692,1.0,0,0,3,7,1140,1140,1957,1984,98038,47.4067,-122.03,2580,37938 +6021503655,20140716T000000,375000.0,3,2.5,1330,816,3.0,0,0,3,8,1330,0,2004,0,98117,47.6836,-122.387,1330,1113 +7202331160,20140616T000000,632500.0,5,2.5,2640,7096,2.0,0,0,3,7,2640,0,2003,0,98053,47.6827,-122.038,2640,4850 +2763710060,20140808T000000,459950.0,4,1.75,2430,9747,1.0,0,0,3,8,1780,650,1974,0,98155,47.7687,-122.276,2340,10296 +3211270160,20140612T000000,485000.0,4,2.5,2470,35073,2.0,0,0,3,9,2470,0,1989,0,98092,47.3064,-122.108,2990,35259 +3365900106,20150115T000000,255000.0,3,1.0,1440,11330,1.0,0,0,3,7,1440,0,1965,0,98168,47.4742,-122.265,1580,10100 +1761300340,20140610T000000,251750.0,3,2.0,1320,7200,1.0,0,0,5,7,1320,0,1975,0,98031,47.3947,-122.174,1540,7200 +2909300240,20150501T000000,725000.0,3,2.5,2810,6300,2.0,0,0,3,8,2810,0,2001,0,98074,47.6077,-122.02,2860,6630 +476000324,20141016T000000,460000.0,3,3.25,1370,1194,3.0,0,0,3,8,1370,0,2005,0,98107,47.6704,-122.391,1320,1217 +2141200030,20140828T000000,625000.0,3,2.5,2000,6341,1.0,0,0,5,8,1040,960,1981,0,98116,47.5639,-122.401,2030,6341 +9557300560,20140508T000000,530000.0,3,1.75,1980,6760,1.0,0,0,4,8,1980,0,1973,0,98008,47.6398,-122.113,2120,7280 +2612000200,20150427T000000,394950.0,3,2.5,2050,8172,2.0,0,0,3,8,2050,0,2002,0,98168,47.4808,-122.28,2140,5664 +6002400030,20140814T000000,324950.0,4,1.75,2320,9240,1.0,0,0,3,7,1160,1160,1959,2014,98178,47.4909,-122.257,2130,7320 +6064800060,20150506T000000,330000.0,3,2.25,1960,1985,2.0,0,0,3,7,1750,210,2003,0,98118,47.5417,-122.289,1760,1985 +8091410390,20150217T000000,220000.0,4,1.75,1910,8171,1.0,0,0,3,7,1910,0,1986,0,98030,47.35,-122.168,1910,7542 +1786830060,20140707T000000,685000.0,3,3.25,2030,11070,2.0,0,0,4,8,2030,0,1980,0,98052,47.6478,-122.117,2450,11070 +7277100055,20150224T000000,500000.0,3,2.25,2210,7680,1.0,0,2,3,8,1730,480,1972,0,98177,47.7729,-122.389,2390,7680 +3392500060,20140904T000000,368000.0,4,2.75,2610,9426,1.0,0,0,3,7,1360,1250,1965,0,98188,47.4435,-122.279,1600,9426 +3897100640,20141103T000000,825000.0,3,2.25,2520,7975,2.0,0,0,4,9,1550,970,1990,0,98033,47.6704,-122.183,2520,9900 +7942602080,20140616T000000,660000.0,6,1.75,1840,2774,1.0,0,0,3,7,1060,780,1900,0,98122,47.6041,-122.31,1680,4292 +2787311480,20140929T000000,253000.0,3,1.75,1570,7416,1.0,0,0,4,7,1570,0,1971,0,98031,47.4117,-122.174,1900,7416 +5467200055,20150307T000000,392500.0,4,2.75,2400,19923,1.0,0,0,5,7,1320,1080,1953,0,98042,47.3616,-122.144,2470,10736 +7277100510,20150214T000000,605000.0,3,1.75,1930,5400,2.0,0,2,3,9,1930,0,1978,0,98177,47.77,-122.391,2100,6840 +2525300200,20140515T000000,215000.0,3,1.0,1160,10384,1.0,0,0,4,6,1160,0,1969,0,98038,47.3634,-122.027,1200,9880 +7732500270,20140925T000000,650000.0,4,2.5,2820,15000,2.0,0,0,4,9,2820,0,1985,0,98052,47.7255,-122.101,2440,15000 +5700001920,20150219T000000,877500.0,4,2.0,3060,8000,2.0,0,0,4,8,2040,1020,1922,0,98144,47.5795,-122.29,2730,5800 +5560000640,20140619T000000,232500.0,3,1.0,1320,8450,1.0,0,0,3,6,880,440,1961,0,98023,47.3278,-122.337,1320,8450 +2781250560,20141202T000000,234000.0,2,2.0,1200,3624,2.0,0,0,3,6,1200,0,2003,0,98038,47.349,-122.025,1360,2693 +1122059037,20150413T000000,380000.0,3,1.75,1560,104108,1.0,0,0,3,7,1250,310,1970,0,98042,47.4016,-122.131,2000,110957 +5515600163,20140916T000000,420000.0,5,2.25,3070,64033,1.0,0,0,3,9,2730,340,1983,0,98001,47.3238,-122.292,1560,28260 +8807300570,20141229T000000,399950.0,3,1.0,1040,9600,1.0,0,0,3,7,1040,0,1978,0,98053,47.6738,-122.063,1370,10889 +9412700550,20140521T000000,256750.0,3,2.5,1990,8991,1.0,0,0,3,7,1570,420,1969,0,98042,47.3939,-122.164,1920,8991 +9202600060,20140602T000000,535000.0,3,2.5,1690,9626,2.0,0,0,3,8,1690,0,1984,0,98027,47.5647,-122.092,1860,8958 +8857320030,20141107T000000,515000.0,3,2.0,1810,2738,2.0,0,0,4,9,1810,0,1979,0,98008,47.6112,-122.115,1760,2754 +685000160,20150212T000000,770000.0,4,1.75,2520,8442,1.0,0,0,4,7,1640,880,1953,0,98004,47.6317,-122.205,2110,8442 +8001100030,20150102T000000,256000.0,3,2.5,1570,5113,1.0,0,0,3,7,1090,480,1996,0,98001,47.3327,-122.29,1570,5150 +9144100126,20140821T000000,489900.0,3,1.0,1680,8910,1.0,0,0,4,7,1680,0,1940,0,98117,47.7011,-122.375,1620,7182 +7149410060,20140820T000000,165000.0,3,1.5,1250,7200,1.0,0,0,4,7,1250,0,1978,0,98032,47.3678,-122.282,1250,7560 +3388000640,20150318T000000,220000.0,3,1.5,1280,7742,1.0,0,0,4,7,1280,0,1962,0,98031,47.3947,-122.197,1450,8316 +1321700030,20140624T000000,575000.0,4,2.5,4620,20793,2.0,0,0,4,11,4620,0,1991,0,98023,47.2929,-122.342,3640,20793 +6662400105,20141030T000000,375000.0,3,2.5,1580,5725,2.0,0,0,3,7,1580,0,2004,0,98072,47.7611,-122.161,1510,5725 +3971700903,20150122T000000,422250.0,3,1.75,1650,7145,2.0,0,0,5,8,1300,350,1977,0,98155,47.7733,-122.324,1760,7206 +6804600260,20140603T000000,420000.0,3,1.75,1660,9600,1.0,0,0,3,8,1380,280,1981,0,98011,47.7601,-122.167,2030,9500 +8078460520,20140923T000000,608000.0,4,2.5,2410,7140,2.0,0,0,3,8,2410,0,1993,0,98074,47.6329,-122.021,2350,7140 +2436700800,20140516T000000,620000.0,3,2.25,1720,4000,1.5,0,0,4,7,1450,270,1921,0,98105,47.6683,-122.286,1410,4000 +2592210510,20150217T000000,850000.0,3,2.5,3120,12406,2.0,0,2,3,9,1940,1180,1983,0,98006,47.5507,-122.141,3240,13141 +9414610320,20150116T000000,463000.0,4,2.5,2680,9928,1.0,0,0,4,8,1340,1340,1974,0,98027,47.5219,-122.052,2180,10478 +7567600030,20150127T000000,750000.0,5,1.75,2640,13290,1.0,1,4,4,8,1400,1240,1954,0,98178,47.5022,-122.223,2400,11942 +624110810,20150325T000000,1070000.0,3,3.25,3730,13264,2.0,0,0,3,9,3730,0,1989,0,98077,47.7246,-122.059,3730,14933 +4123800400,20140909T000000,290000.0,3,2.0,1700,6498,1.0,0,0,3,7,1700,0,1986,0,98038,47.3781,-122.044,1700,6654 +9424400105,20140710T000000,525000.0,4,1.75,2280,5959,1.0,0,0,3,7,1250,1030,1947,0,98116,47.5655,-122.395,1640,5911 +7941130140,20150217T000000,319000.0,3,2.25,1220,2980,2.0,0,0,3,7,1220,0,1986,0,98034,47.7151,-122.203,1220,2140 +1568100295,20150202T000000,592500.0,6,4.5,3500,8504,2.0,0,0,3,7,3500,0,1980,0,98155,47.7349,-122.295,1550,8460 +6683000295,20140513T000000,350000.0,3,2.5,2010,14298,2.0,0,0,3,7,2010,0,1977,0,98070,47.5069,-122.472,2010,14298 +5710610520,20150226T000000,454900.0,3,1.75,2130,9775,1.0,0,0,4,8,1430,700,1973,0,98027,47.5326,-122.049,2130,11250 +1565900390,20150415T000000,272000.0,4,2.25,1800,9018,2.0,0,0,3,7,1800,0,1992,0,98022,47.2126,-121.984,1670,9380 +6608500260,20140716T000000,357500.0,3,1.0,1070,10125,1.0,0,0,3,7,1070,0,1961,0,98033,47.7012,-122.167,1540,10200 +7338401230,20140828T000000,285000.0,3,1.75,1020,5000,1.0,0,0,5,6,1020,0,1954,0,98118,47.5332,-122.29,1360,5000 +7212660520,20150326T000000,280000.0,4,2.0,1600,6861,1.0,0,0,3,7,1600,0,1994,0,98003,47.2701,-122.313,1870,7455 +8901001290,20140903T000000,477000.0,4,1.5,1380,7800,1.0,0,0,3,7,1080,300,1928,0,98125,47.7093,-122.306,1770,7503 +3345100030,20140722T000000,750000.0,3,2.25,3270,168000,2.0,0,0,4,10,3270,0,1982,0,98056,47.5197,-122.191,3220,7963 +7986401275,20141119T000000,595000.0,4,2.5,2100,3125,2.0,0,2,3,7,1400,700,1907,1993,98107,47.6634,-122.358,2060,5040 +3047700045,20140717T000000,525000.0,3,2.25,2110,2850,3.0,0,0,3,8,2110,0,2001,0,98103,47.6915,-122.339,1340,5001 +1422029117,20140711T000000,319000.0,3,1.75,1640,53400,1.0,0,0,4,7,1640,0,1966,0,98070,47.3944,-122.506,1850,380279 +104530240,20140827T000000,225000.0,3,2.0,1320,5665,1.0,0,0,3,7,1320,0,1986,0,98023,47.3096,-122.357,1336,7080 +8718500260,20140723T000000,485000.0,4,2.5,2420,10603,1.0,0,0,5,7,1210,1210,1958,0,98028,47.7397,-122.259,1750,10800 +3735901040,20140703T000000,341000.0,3,1.0,1390,4814,1.5,0,0,3,6,1390,0,1908,0,98115,47.6881,-122.32,1730,3990 +3448002180,20150116T000000,674000.0,3,3.25,2320,6744,2.0,0,0,3,9,1930,390,2014,0,98125,47.7132,-122.293,1700,6744 +5126300960,20150127T000000,442250.0,3,2.5,2170,8169,2.0,0,0,3,8,2170,0,2003,0,98059,47.4833,-122.139,2240,6733 +1774220400,20140513T000000,591000.0,4,2.25,2710,38180,2.0,0,0,4,8,2710,0,1977,0,98077,47.77,-122.097,2590,38180 +8648100030,20141113T000000,276000.0,3,2.0,1450,8928,1.0,0,0,3,7,1450,0,1998,0,98042,47.3637,-122.075,2050,8523 +7940710070,20140822T000000,394000.0,3,2.5,1370,4400,1.0,0,0,3,8,1370,0,1988,0,98034,47.7139,-122.203,1630,4400 +1518000070,20141119T000000,355000.0,3,2.5,1810,3192,1.0,0,0,3,7,1070,740,2001,0,98019,47.7364,-121.969,1740,3720 +3832500260,20140509T000000,260000.0,3,2.5,1420,14850,1.0,0,0,4,7,1020,400,1963,0,98032,47.3661,-122.29,2060,8800 +1139600270,20140701T000000,300000.0,3,2.75,2090,9620,1.0,0,0,3,8,1340,750,1987,0,98023,47.2741,-122.337,2150,9660 +1139600270,20150324T000000,310000.0,3,2.75,2090,9620,1.0,0,0,3,8,1340,750,1987,0,98023,47.2741,-122.337,2150,9660 +1099610830,20141202T000000,209000.0,3,1.0,1330,6900,1.0,0,0,3,7,1330,0,1976,0,98023,47.3033,-122.381,1530,7000 +5647000060,20141211T000000,344950.0,3,2.0,1330,7419,1.0,0,0,3,7,1330,0,1985,0,98034,47.7322,-122.236,1330,7297 +3352402272,20140611T000000,230000.0,5,2.0,1910,7200,1.0,0,0,4,6,1110,800,1951,0,98178,47.4975,-122.261,1150,5948 +6669020640,20150424T000000,336950.0,3,1.75,2310,7680,1.0,0,0,4,8,1410,900,1978,0,98032,47.3743,-122.285,2080,7680 +6154900070,20140611T000000,700000.0,3,2.75,2500,7378,1.0,0,0,5,7,1390,1110,1948,0,98177,47.7032,-122.37,2040,7140 +1545802080,20140904T000000,230000.0,3,2.0,1310,7332,1.0,0,0,3,7,1310,0,1987,0,98038,47.3597,-122.051,1530,7362 +8161020060,20140620T000000,443500.0,4,2.5,2040,21781,2.0,0,0,3,8,2040,0,1994,0,98014,47.6458,-121.904,2410,21781 +8161020060,20150414T000000,471000.0,4,2.5,2040,21781,2.0,0,0,3,8,2040,0,1994,0,98014,47.6458,-121.904,2410,21781 +443000060,20141210T000000,595000.0,3,2.25,2400,16301,1.0,0,0,3,8,1400,1000,1962,0,98115,47.6901,-122.282,1720,9828 +4172100200,20141121T000000,470000.0,3,1.0,1400,4914,1.5,0,0,3,7,1400,0,1929,0,98117,47.681,-122.364,1400,3744 +7309100070,20141212T000000,600000.0,4,1.75,1700,7800,1.0,0,0,4,8,1700,0,1975,0,98052,47.651,-122.119,2430,8342 +191100672,20140527T000000,1381000.0,4,3.75,3160,9525,2.5,0,0,3,10,3160,0,1997,0,98040,47.5623,-122.221,2400,9525 +2125400160,20141114T000000,427800.0,3,1.75,1340,13241,1.0,0,2,3,7,1340,0,1985,0,98034,47.7268,-122.213,2090,9704 +259800060,20140606T000000,445000.0,4,2.0,1470,8395,1.0,0,0,4,7,1470,0,1965,0,98008,47.631,-122.117,1760,7976 +4402700125,20140716T000000,382000.0,3,1.75,1790,7679,1.0,0,0,4,7,1790,0,1953,0,98133,47.7442,-122.338,1560,7680 +7504180070,20141111T000000,577000.0,3,1.5,1560,20251,1.0,0,0,5,7,1200,360,1989,0,98074,47.619,-122.054,1560,19119 +2723069129,20150506T000000,427000.0,3,2.5,2620,108464,2.0,0,0,4,8,2620,0,1990,0,98038,47.4583,-122.036,3190,105850 +3210400060,20141224T000000,255000.0,3,1.0,1580,8206,1.0,0,0,3,7,1100,480,1962,0,98198,47.3676,-122.312,1600,8196 +8658301535,20140721T000000,240000.0,3,1.0,1090,10000,1.0,0,0,3,6,1090,0,1961,0,98014,47.6503,-121.911,1040,7500 +8923100125,20140620T000000,1234580.0,5,3.25,3240,6551,1.5,0,4,4,9,2500,740,1939,0,98115,47.6792,-122.273,2740,9300 +5592900105,20150213T000000,435000.0,4,1.75,2520,7200,1.0,0,2,5,7,1260,1260,1955,0,98056,47.4835,-122.192,2360,7300 +8964800695,20150327T000000,1450000.0,3,1.75,2230,13529,1.0,0,0,3,9,2230,0,1949,0,98004,47.6204,-122.217,2230,11900 +5104510860,20150506T000000,425000.0,4,3.0,2430,5502,2.0,0,0,3,8,2430,0,2002,0,98038,47.356,-122.014,2000,5702 +1090000075,20141216T000000,393000.0,2,1.0,1020,4200,1.0,0,0,5,6,1020,0,1923,0,98136,47.5319,-122.391,1660,4200 +1446800181,20140620T000000,264950.0,4,1.0,1810,7500,1.0,0,0,2,7,1410,400,1959,0,98168,47.4935,-122.333,1250,6255 +1829300520,20150412T000000,746500.0,4,2.5,3460,9699,2.0,0,0,3,10,3460,0,1987,0,98074,47.637,-122.04,3140,10631 +3992700070,20141124T000000,450000.0,3,1.0,2020,8100,1.0,0,0,3,7,1170,850,1956,0,98125,47.7136,-122.288,1480,7620 +2472950160,20140617T000000,229950.0,3,2.0,1410,7466,1.0,0,0,3,7,1410,0,1983,0,98058,47.427,-122.147,1410,7610 +3468800310,20150113T000000,425000.0,2,1.0,750,4000,1.0,0,0,2,6,750,0,1933,0,98108,47.54,-122.32,1160,4000 +6613000935,20140513T000000,2555000.0,4,2.5,5300,26211,2.0,1,2,2,10,4570,730,1923,0,98105,47.661,-122.269,3890,19281 +4054530240,20150427T000000,1400000.0,4,3.5,4380,66613,1.5,0,0,3,11,4380,0,1993,0,98077,47.7279,-122.048,4010,70109 +2600040160,20141031T000000,753000.0,3,2.25,2290,9047,2.0,0,0,4,8,2290,0,1984,0,98006,47.5545,-122.163,2120,9275 +4229900140,20141006T000000,310000.0,2,1.0,720,5750,1.0,0,0,2,6,720,0,1943,0,98136,47.5535,-122.393,980,6125 +1005000240,20141219T000000,395000.0,2,1.0,1200,6014,1.0,0,0,4,6,600,600,1949,0,98118,47.5357,-122.28,1270,4652 +4188000240,20141211T000000,725000.0,3,2.5,2620,28703,1.0,0,0,3,10,2620,0,1985,0,98052,47.7238,-122.114,2950,30290 +1562100340,20140828T000000,295000.0,4,3.0,2120,7650,2.0,0,0,3,8,2120,0,1964,0,98007,47.6214,-122.14,2260,7885 +7941600390,20140623T000000,225000.0,3,1.75,1580,8820,1.0,0,0,4,7,1580,0,1967,0,98003,47.317,-122.325,1280,8500 +2655500241,20140814T000000,1699000.0,3,3.25,4160,35153,3.0,0,2,3,12,3690,470,2001,0,98040,47.5749,-122.214,3290,11533 +8651720060,20150202T000000,431000.0,3,2.25,1830,8831,1.0,0,0,3,7,1460,370,1979,0,98034,47.7286,-122.215,2330,8064 +2621750350,20150326T000000,358500.0,3,2.5,2000,8057,1.0,0,0,3,8,1360,640,1998,0,98042,47.3724,-122.107,2530,8964 +2397101375,20150428T000000,595000.0,2,1.0,980,3600,1.0,0,0,3,6,980,0,1907,0,98119,47.6366,-122.365,1690,3600 +808300200,20150319T000000,468000.0,4,2.5,3040,20682,2.0,0,0,3,7,3040,0,2000,0,98019,47.7245,-121.959,2670,9742 +8645500370,20141203T000000,260000.0,4,1.0,1740,8100,1.0,0,0,4,7,1020,720,1962,0,98058,47.467,-122.185,1600,8949 +5668500045,20140917T000000,375000.0,3,2.0,1450,7300,1.5,0,0,5,7,1450,0,1955,0,98133,47.7517,-122.342,1660,9069 +6679000370,20140525T000000,295000.0,3,2.5,1560,4200,2.0,0,0,3,7,1560,0,2003,0,98038,47.3838,-122.026,1560,4200 +8699800070,20140731T000000,403900.0,4,2.5,2050,8909,1.0,0,2,4,8,1690,360,1986,0,98198,47.398,-122.31,2190,8912 +9500900060,20140722T000000,269950.0,3,1.75,1760,12823,1.0,0,0,4,7,1460,300,1956,0,98002,47.2868,-122.21,1450,10800 +2255500060,20150218T000000,640000.0,3,3.5,1740,1975,2.0,0,3,3,8,1310,430,1998,0,98122,47.6085,-122.311,1740,1975 +5071500140,20140627T000000,221000.0,3,1.0,910,8789,1.0,0,0,3,7,910,0,1966,0,98148,47.4345,-122.326,1160,8789 +3546000070,20140617T000000,255000.0,3,1.75,1700,7532,1.0,0,0,3,7,1700,0,1987,0,98030,47.355,-122.176,1690,7405 +9478500570,20140623T000000,300000.0,4,2.5,2620,4469,2.0,0,0,3,7,2620,0,2008,0,98042,47.3663,-122.115,2250,4500 +2473440070,20150320T000000,270000.0,3,2.25,1500,7410,1.0,0,0,4,7,1500,0,1973,0,98058,47.4597,-122.162,1750,7990 +952001710,20150303T000000,575000.0,4,1.75,1630,5750,1.0,0,0,3,7,1160,470,1947,0,98116,47.5674,-122.384,1640,5750 +7905400160,20150211T000000,246900.0,3,1.5,1370,9800,1.0,0,0,5,7,1370,0,1968,0,98001,47.3068,-122.27,1370,9800 +6852700520,20150406T000000,635000.0,2,2.5,1390,1132,2.0,0,0,3,8,1130,260,2006,0,98102,47.6228,-122.319,1400,1237 +625100004,20150317T000000,450000.0,3,2.0,1540,67756,1.0,0,0,3,7,1540,0,1900,1973,98077,47.721,-122.078,2060,67756 +6600400370,20140910T000000,215000.0,3,1.0,1190,7500,1.0,0,0,5,7,1190,0,1968,0,98042,47.3248,-122.142,1200,9750 +2025770310,20140611T000000,785000.0,3,3.5,4500,21870,2.0,0,0,3,10,4500,0,2004,0,98092,47.3043,-122.159,4670,23058 +2126049290,20150220T000000,522500.0,4,3.0,2370,8154,1.0,0,0,3,7,1380,990,1977,0,98125,47.7258,-122.306,2100,8148 +1843200350,20140722T000000,150000.0,2,1.5,1360,1934,2.0,0,0,4,7,1360,0,1978,0,98092,47.2857,-122.189,1360,1898 +3750600566,20141215T000000,199950.0,2,1.75,870,18537,1.0,0,0,4,6,870,0,1946,0,98001,47.275,-122.278,1300,22800 +3761100045,20140618T000000,3000000.0,4,4.25,4850,12445,2.0,1,4,5,10,3850,1000,1989,0,98034,47.7011,-122.244,3350,12210 +7937600262,20140710T000000,379900.0,3,2.0,3110,44967,2.0,0,0,3,9,3020,90,1999,0,98058,47.4343,-122.082,2150,44967 +3629921000,20141121T000000,950000.0,4,2.5,3700,7051,2.0,0,0,3,11,3700,0,2006,0,98029,47.5427,-121.995,3580,6175 +7519000335,20141203T000000,865000.0,6,2.75,3500,5150,2.0,0,0,5,8,2430,1070,1909,0,98117,47.6842,-122.363,1430,3860 +5459000240,20140604T000000,785000.0,3,1.75,1670,9600,1.0,0,0,5,8,1670,0,1961,0,98040,47.5754,-122.233,1900,9600 +9835801000,20140625T000000,245700.0,3,2.25,1640,8400,1.0,0,0,3,8,1180,460,1968,0,98032,47.3733,-122.289,1600,8120 +1102001274,20150415T000000,951000.0,3,2.25,3400,12825,1.0,0,1,3,9,3400,0,1961,0,98118,47.5435,-122.26,2510,11574 +7950303290,20150402T000000,499950.0,3,1.75,2060,3500,1.0,0,0,5,7,1030,1030,1951,0,98118,47.5635,-122.282,1110,6000 +7968460240,20150211T000000,257000.0,3,1.75,1330,36537,1.0,0,0,4,7,1330,0,1989,0,98092,47.3126,-122.129,1650,35100 +9827700105,20140917T000000,549000.0,3,2.0,2330,3600,1.5,0,0,4,7,1580,750,1900,0,98122,47.6025,-122.303,1750,3600 +3536900030,20150209T000000,1600000.0,3,2.75,3040,21052,2.0,0,0,4,10,3040,0,1980,0,98004,47.638,-122.225,2950,21052 +328000160,20141211T000000,1400000.0,5,3.75,3700,7920,3.0,0,4,3,9,2900,800,1983,0,98115,47.6865,-122.266,2860,6360 +6909700340,20140820T000000,619000.0,3,2.0,1990,3000,1.5,0,2,5,8,1430,560,1927,0,98144,47.5891,-122.293,1780,5000 +829000160,20141009T000000,311000.0,5,3.0,2020,5917,1.0,0,0,3,7,1220,800,1993,0,98108,47.5482,-122.294,2130,5529 +4077800376,20140701T000000,600000.0,5,2.25,2980,7781,1.0,0,0,3,9,1580,1400,1960,0,98125,47.7048,-122.279,2310,7781 +6154500030,20140626T000000,1080000.0,4,3.5,3990,5267,2.0,0,0,3,10,3990,0,2008,0,98006,47.5641,-122.124,3230,6481 +9828202325,20140619T000000,436000.0,2,1.0,790,6600,1.0,0,0,3,6,790,0,1949,0,98122,47.6149,-122.293,1520,4400 +795002190,20140715T000000,205000.0,2,1.0,1060,8000,1.0,0,0,3,6,1060,0,1941,0,98168,47.5088,-122.333,1390,8000 +226059065,20140903T000000,514000.0,3,2.25,2260,54014,1.0,0,0,3,7,1450,810,1962,0,98072,47.7657,-122.131,2140,44431 +8682280270,20140903T000000,530000.0,2,2.5,1900,2983,2.0,0,0,3,8,1900,0,2006,0,98053,47.7029,-122.015,1510,3876 +7695370160,20140811T000000,511000.0,5,2.5,3361,6983,2.0,0,0,3,10,3361,0,2006,0,98092,47.3427,-122.169,3112,6920 +3025300226,20140515T000000,2100000.0,4,1.75,3550,19865,2.0,0,0,3,9,3550,0,1962,2002,98039,47.6236,-122.235,3000,19862 +241900160,20150310T000000,370000.0,5,2.5,2740,5460,2.0,0,0,3,8,2740,0,2005,0,98031,47.4042,-122.204,2900,5971 +2461900550,20141216T000000,500000.0,4,1.75,2040,6000,1.0,0,0,5,7,1020,1020,1943,0,98136,47.5507,-122.383,1440,6000 +9206700060,20141105T000000,710000.0,4,2.5,4070,129808,2.0,0,0,3,10,4070,0,1998,0,98038,47.4433,-122.016,4070,102366 +1997200060,20140908T000000,270000.0,1,1.0,720,5196,1.0,0,0,3,7,720,0,1911,0,98103,47.6928,-122.337,1580,5762 +5468700105,20140805T000000,415000.0,3,1.75,2000,8400,1.5,0,0,4,8,2000,0,1959,0,98133,47.7535,-122.334,2000,8400 +5078400160,20140605T000000,1800000.0,5,4.5,4400,15580,2.0,0,0,3,11,3390,1010,2003,0,98004,47.6232,-122.207,2150,14249 +6603000030,20141217T000000,236000.0,3,1.75,1300,8976,1.0,0,0,3,7,1300,0,1967,0,98003,47.3357,-122.305,1430,9750 +8598200070,20141208T000000,278000.0,2,2.5,1420,2229,2.0,0,0,3,7,1420,0,2004,0,98059,47.4871,-122.165,1500,2230 +5101402435,20140603T000000,312000.0,3,2.25,1540,5338,1.0,0,0,5,7,770,770,1954,0,98115,47.6942,-122.304,1680,6525 +5101402435,20150304T000000,539000.0,3,2.25,1540,5338,1.0,0,0,5,7,770,770,1954,0,98115,47.6942,-122.304,1680,6525 +8820902400,20140910T000000,498000.0,3,3.0,2360,2750,2.0,0,1,3,7,1780,580,1983,0,98125,47.7142,-122.281,1970,5800 +1246700251,20140527T000000,857000.0,4,3.0,3720,29043,2.0,0,0,3,9,3720,0,1991,0,98033,47.6907,-122.161,1610,23000 +5315101716,20150225T000000,780000.0,3,1.75,1690,13500,1.0,0,0,4,7,1690,0,1978,0,98040,47.5897,-122.233,1950,10500 +5035300570,20140923T000000,650000.0,3,2.0,2300,5000,1.0,0,0,4,8,1150,1150,1938,0,98199,47.6521,-122.413,2300,5000 +4123400310,20150409T000000,559500.0,4,1.75,1650,7088,1.0,0,0,3,8,1650,0,1973,0,98027,47.5688,-122.087,1850,7523 +4058802255,20140724T000000,219950.0,2,1.0,990,6448,1.0,0,0,3,7,990,0,1948,0,98178,47.5031,-122.245,1130,7200 +2141330560,20140725T000000,671500.0,4,2.25,2130,8410,2.0,0,0,4,8,2130,0,1977,0,98006,47.5589,-122.128,2170,8400 +2725069121,20140903T000000,813000.0,4,2.5,3320,52707,2.0,0,0,3,10,3320,0,1999,0,98074,47.6247,-122.016,3040,54450 +7682200340,20140728T000000,182000.0,3,2.25,1960,8875,1.0,0,0,3,7,1290,670,1965,0,98003,47.3344,-122.301,1890,8700 +9518100059,20140822T000000,203700.0,2,1.0,770,2500,1.0,0,0,3,6,770,0,1913,1960,98072,47.7534,-122.172,1500,8286 +1861400060,20140505T000000,740000.0,4,1.75,2010,3600,1.5,0,0,3,7,2010,0,1902,0,98119,47.6337,-122.371,2010,3600 +2223059053,20150311T000000,230000.0,2,1.0,800,17965,1.0,0,0,4,5,800,0,1942,0,98058,47.4693,-122.161,1500,8925 +421049114,20141009T000000,128000.0,3,1.0,910,11117,1.0,0,0,3,7,910,0,1955,0,98003,47.3432,-122.309,1490,8416 +6703100140,20140822T000000,345000.0,3,1.0,1200,6628,1.0,0,0,4,7,1200,0,1952,0,98155,47.7367,-122.319,1330,6768 +6127010890,20150427T000000,663000.0,4,2.5,3570,6246,2.0,0,0,3,7,3570,0,2005,0,98075,47.5927,-122.006,2260,5231 +8898700960,20140620T000000,329950.0,3,2.5,1820,8085,2.0,0,0,3,7,1820,0,1983,0,98055,47.4575,-122.204,1860,8625 +486000597,20140811T000000,1047500.0,3,2.25,2930,7005,3.0,0,2,3,9,2670,260,1999,0,98117,47.6763,-122.404,2450,6460 +7175300045,20141112T000000,402300.0,3,1.75,1480,4050,1.0,0,0,3,7,870,610,1926,0,98115,47.681,-122.304,1350,4500 +3073500045,20140507T000000,492000.0,4,2.5,3305,16164,1.5,0,0,5,7,2245,1060,1922,1956,98133,47.7563,-122.338,1620,8883 +2407900550,20150507T000000,448000.0,4,2.5,2230,5000,1.0,0,0,3,7,1650,580,2006,0,98059,47.4799,-122.129,2090,4637 +5379802650,20150225T000000,273000.0,3,1.0,1560,7800,1.0,0,0,3,7,1560,0,1955,0,98188,47.4549,-122.287,1468,9375 +4364700990,20141003T000000,335000.0,3,1.0,1030,7200,1.0,0,0,3,6,880,150,1948,0,98126,47.5255,-122.376,1030,7200 +2158900140,20140905T000000,695000.0,3,3.75,2380,3600,1.5,0,0,3,7,1690,690,1927,0,98112,47.6374,-122.307,1990,3520 +3235100075,20150503T000000,279000.0,3,1.0,1010,7903,1.0,0,0,3,6,1010,0,1948,0,98155,47.766,-122.32,1010,7903 +2887701940,20141205T000000,485000.0,2,1.75,2060,2700,1.0,0,0,3,7,1030,1030,1929,0,98115,47.6856,-122.312,1390,2700 +7399200510,20140812T000000,383000.0,4,2.5,2370,10580,2.0,0,0,3,8,2370,0,1966,0,98055,47.464,-122.192,1590,8584 +3578600045,20141216T000000,490000.0,4,2.5,2242,37451,2.0,0,0,3,8,2242,0,1995,0,98028,47.7443,-122.228,2242,13125 +9406500310,20141119T000000,240000.0,2,1.5,1078,1263,2.0,0,0,3,7,1078,0,1990,0,98028,47.7532,-122.244,1078,1263 +1560100135,20150224T000000,285000.0,2,1.0,890,7250,1.0,0,0,3,7,890,0,1943,0,98125,47.7118,-122.314,900,7000 +1326069094,20150225T000000,524950.0,3,1.5,2700,24539,2.0,0,0,3,7,2120,580,1977,2014,98019,47.7348,-121.984,1830,11000 +3396830310,20150407T000000,729000.0,4,2.5,2450,27081,2.0,0,0,3,8,2450,0,1985,0,98052,47.7177,-122.104,2630,12025 +4040400340,20140905T000000,460000.0,3,1.75,1420,8250,1.0,0,0,4,7,1420,0,1960,0,98007,47.6112,-122.133,2020,8250 +7234601221,20141014T000000,687500.0,3,1.5,1280,2114,1.5,0,0,3,8,1280,0,1904,0,98122,47.6174,-122.308,1540,1456 +6065301040,20140814T000000,1168000.0,5,2.75,2910,15118,1.0,0,0,5,9,1780,1130,1972,0,98006,47.5696,-122.183,2880,15253 +2600010390,20141015T000000,825000.0,4,2.25,2430,10050,2.0,0,0,4,8,2430,0,1979,0,98006,47.5563,-122.163,2390,10250 +6679000560,20140729T000000,314950.0,2,2.5,1860,6359,2.0,0,0,3,7,1860,0,2003,0,98038,47.3847,-122.029,1860,6359 +6743700335,20140604T000000,470000.0,3,2.0,1800,12669,1.0,0,0,3,7,1800,0,1956,1990,98033,47.6935,-122.173,1970,9775 +2207000060,20140818T000000,500000.0,3,1.5,1960,8815,1.0,0,0,4,7,1020,940,1958,0,98006,47.5765,-122.159,1760,9534 +1900000060,20141117T000000,313000.0,3,1.5,1550,7260,1.5,0,0,2,6,1550,0,1925,0,98166,47.4693,-122.349,1190,7620 +1232001480,20140710T000000,445000.0,2,1.0,840,3840,1.0,0,0,4,7,840,0,1926,0,98117,47.684,-122.378,1310,3840 +9835800320,20140828T000000,300000.0,4,1.75,2080,8750,1.0,0,0,4,8,1330,750,1967,0,98032,47.3749,-122.291,1790,8750 +9285800055,20141014T000000,619500.0,4,2.5,2210,5077,1.5,0,0,4,8,1480,730,1912,0,98126,47.5719,-122.377,1740,5000 +3438500677,20140613T000000,305000.0,3,1.5,1210,5240,1.0,0,0,4,7,610,600,1983,0,98106,47.5524,-122.356,1560,5240 +3879901290,20150401T000000,874000.0,3,2.5,1350,941,3.0,0,0,3,9,1350,0,2007,0,98119,47.6265,-122.364,1640,1369 +3905040060,20150313T000000,477500.0,3,2.0,1860,5146,2.0,0,0,3,8,1860,0,1991,0,98029,47.5706,-121.999,1950,5146 +9530101290,20141110T000000,700000.0,3,2.0,1940,4500,1.0,0,3,3,7,1090,850,1926,0,98107,47.6659,-122.359,1700,4500 +5104532030,20150306T000000,515000.0,4,3.5,3400,5222,2.0,0,0,3,9,3400,0,2005,0,98038,47.3559,-122.0,3190,5326 +6411600045,20141016T000000,590000.0,4,2.5,2240,9385,2.0,0,0,3,8,2240,0,1991,0,98133,47.7125,-122.332,2010,9000 +1796360990,20140701T000000,205000.0,3,1.75,1170,8239,1.0,0,0,3,7,1170,0,1981,0,98042,47.3679,-122.088,1180,7866 +9264911550,20141022T000000,310000.0,3,3.25,3130,9302,2.0,0,0,3,8,2190,940,1987,0,98023,47.3078,-122.338,2350,7949 +7715800310,20140821T000000,442500.0,2,2.25,1510,7280,2.0,0,0,3,7,1510,0,1987,0,98074,47.6264,-122.058,1510,8120 +3407700012,20141106T000000,1078500.0,4,3.5,3740,41458,2.0,0,2,3,11,3740,0,2000,0,98072,47.7375,-122.139,3750,38325 +2322069116,20140825T000000,530000.0,4,2.5,2690,46609,2.0,0,0,3,8,2690,0,1980,1991,98038,47.3843,-122.006,1500,34800 +4058800875,20140624T000000,343500.0,4,1.75,1760,6204,1.0,0,2,4,7,1180,580,1950,0,98178,47.5045,-122.24,1990,6240 +8113101070,20150423T000000,334900.0,4,1.75,2180,4066,1.5,0,0,3,6,1270,910,1911,0,98118,47.5487,-122.277,1400,1343 +9512501370,20141105T000000,544300.0,4,1.75,1560,9000,1.0,0,0,5,7,1560,0,1969,0,98052,47.6707,-122.149,1510,8848 +3670500465,20140526T000000,370000.0,3,2.5,1780,4050,2.0,0,0,3,7,1780,0,2001,0,98155,47.7346,-122.308,1571,4976 +8856950310,20140524T000000,245000.0,3,1.75,1260,6908,1.0,0,0,3,7,1260,0,1994,0,98038,47.385,-122.031,1810,7159 +4315700505,20150210T000000,535000.0,4,1.75,1570,3250,1.5,0,0,5,8,1570,0,1928,0,98136,47.5405,-122.393,1570,5720 +3046200125,20150406T000000,202000.0,2,1.0,740,6550,1.0,0,0,4,5,740,0,1946,0,98168,47.4807,-122.332,1080,8515 +2922701420,20141118T000000,490000.0,4,2.25,2020,4960,2.0,0,0,3,7,1710,310,1938,0,98117,47.6867,-122.369,1590,4550 +6430500238,20141216T000000,651500.0,4,1.5,1500,3075,2.0,0,0,5,7,1420,80,1929,0,98103,47.6893,-122.35,1480,3774 +6031400071,20150114T000000,270000.0,4,2.5,1670,8056,1.0,0,0,3,7,1170,500,1961,0,98168,47.4884,-122.319,1360,8056 +1854750030,20150407T000000,1164000.0,3,3.5,3620,8072,2.0,0,0,3,10,2920,700,1999,0,98006,47.5646,-122.127,3680,9624 +7950302121,20140716T000000,289000.0,2,1.5,1010,1309,2.0,0,0,3,7,860,150,2007,0,98118,47.5659,-122.286,1190,3060 +1421069117,20150417T000000,240000.0,3,1.5,1460,13503,1.0,0,0,4,6,1460,0,1977,0,98010,47.3119,-122.015,1460,13394 +1370803510,20140515T000000,790000.0,3,1.75,1790,6117,1.0,0,2,3,8,1350,440,1940,0,98199,47.6366,-122.401,1960,5554 +1559900140,20141222T000000,350000.0,3,2.25,1760,9621,2.0,0,0,3,7,1760,0,1995,0,98019,47.7466,-121.979,1810,6589 +2734100738,20141029T000000,246950.0,3,3.5,1790,1682,2.0,0,0,3,7,1480,310,2006,0,98108,47.542,-122.321,1150,4000 +7007700030,20150105T000000,400000.0,3,1.0,1050,6000,1.0,0,0,3,7,1050,0,1952,0,98116,47.5709,-122.401,1720,6000 +7702020030,20150225T000000,533000.0,4,2.5,2590,6394,2.0,0,0,3,8,2590,0,2003,0,98028,47.7599,-122.233,2500,5328 +1795500060,20141021T000000,198400.0,3,1.0,1040,8645,1.0,0,0,4,7,1040,0,1962,0,98042,47.3631,-122.116,1290,8645 +3303860030,20141029T000000,495000.0,4,2.5,4060,8547,2.0,0,0,3,9,2790,1270,2007,0,98038,47.3694,-122.056,2810,8313 +7701960990,20140616T000000,862000.0,4,2.5,3190,14565,2.0,0,0,3,11,3190,0,1990,0,98077,47.713,-122.072,3420,20475 +7701960990,20140819T000000,870000.0,4,2.5,3190,14565,2.0,0,0,3,11,3190,0,1990,0,98077,47.713,-122.072,3420,20475 +5453700060,20150224T000000,875000.0,4,1.75,2180,9726,1.0,0,0,4,9,2180,0,1966,0,98040,47.5359,-122.233,2560,10244 +2143700935,20140903T000000,317000.0,6,3.5,2120,5840,2.0,0,0,5,7,2120,0,1979,0,98055,47.4788,-122.227,1860,8000 +9485300560,20140725T000000,325000.0,4,2.75,2110,6838,2.0,0,0,4,8,2110,0,1991,0,98031,47.3877,-122.171,2100,7280 +3693900135,20140920T000000,615000.0,2,1.5,1210,5000,1.5,0,0,5,6,1210,0,1907,0,98117,47.6793,-122.397,1570,5000 +7212650990,20140721T000000,334950.0,4,2.5,2410,7846,2.0,0,0,3,8,2410,0,1992,0,98003,47.2641,-122.312,2380,7914 +1245001659,20140821T000000,775000.0,3,2.5,1980,7807,2.0,0,0,4,9,1980,0,1989,0,98033,47.6884,-122.204,1590,7579 +6071300550,20140822T000000,600000.0,4,2.5,2370,9135,1.0,0,0,4,8,1600,770,1967,0,98006,47.5564,-122.177,2050,9468 +4083306620,20140728T000000,565000.0,3,1.75,1720,2218,1.5,0,0,3,7,1270,450,1931,2003,98103,47.649,-122.335,1130,1600 +8122100392,20141028T000000,292500.0,2,1.0,750,5026,1.0,0,0,4,6,750,0,1942,0,98126,47.5368,-122.374,1260,5040 +5418500800,20150429T000000,825000.0,3,2.25,2510,10418,1.0,0,0,3,8,1810,700,1968,0,98115,47.7003,-122.285,2510,9435 +2421059036,20150415T000000,495000.0,3,2.5,2577,156816,2.0,0,0,3,8,2577,0,2000,0,98092,47.2935,-122.108,2090,156816 +952000310,20140520T000000,525000.0,3,1.5,1540,4773,2.0,0,0,3,8,1540,0,1941,2009,98126,47.5678,-122.378,1540,5750 +5694501195,20150511T000000,438600.0,1,1.0,720,2500,1.0,0,0,3,7,720,0,1910,0,98103,47.6597,-122.345,1520,3750 +2872900390,20140814T000000,507000.0,3,2.25,1810,8158,1.0,0,0,3,8,1450,360,1984,0,98074,47.6258,-122.038,1740,9532 +1502400140,20150429T000000,275900.0,3,1.75,1380,8400,1.0,0,0,3,7,1380,0,1967,0,98003,47.3117,-122.321,1540,8400 +3860900003,20140617T000000,1170000.0,4,2.5,2570,6251,2.0,0,0,3,9,2570,0,2000,0,98004,47.593,-122.197,2570,9588 +1180003435,20141209T000000,275000.0,4,1.75,1690,6000,1.0,0,0,3,7,1690,0,1957,0,98178,47.497,-122.227,1350,6000 +6430000070,20141027T000000,355000.0,3,0.75,1420,3060,1.0,0,0,4,7,860,560,1923,0,98103,47.6872,-122.346,1350,4000 +5530000030,20150126T000000,233000.0,4,2.0,2130,9579,1.0,0,0,4,7,1250,880,1968,0,98001,47.3069,-122.271,1590,9800 +5700000465,20140904T000000,666000.0,3,2.5,3000,5000,1.5,0,0,4,7,2110,890,1918,0,98144,47.5781,-122.293,1970,5000 +3211100570,20140811T000000,317500.0,4,2.5,2150,9000,1.0,0,0,4,7,1360,790,1979,0,98059,47.4785,-122.16,1620,8400 +9536601331,20140722T000000,420000.0,4,2.0,2280,10319,1.0,0,3,4,8,1270,1010,1989,0,98198,47.3594,-122.322,2280,9767 +985000955,20150312T000000,290000.0,4,2.0,1560,8800,2.0,0,0,5,6,1560,0,1942,1967,98168,47.4927,-122.312,1480,10000 +323059208,20140603T000000,320000.0,3,2.0,1880,10758,1.0,0,0,5,6,940,940,1952,0,98059,47.5091,-122.144,2060,21000 +4221270350,20150323T000000,650000.0,3,2.5,2320,5284,2.0,0,0,3,8,2320,0,2004,0,98075,47.591,-122.017,2320,4383 +3768000030,20140714T000000,325000.0,3,1.75,1010,7171,1.0,0,0,4,7,1010,0,1967,0,98034,47.7317,-122.231,1250,7560 +7211401610,20140820T000000,165000.0,3,1.0,1120,5000,1.0,0,0,3,6,1120,0,1917,0,98146,47.5109,-122.357,1050,5000 +9542000340,20140807T000000,500000.0,3,1.75,1560,16194,1.0,0,0,3,8,1560,0,1961,0,98005,47.5966,-122.175,2430,16193 +2426049078,20140716T000000,443000.0,4,1.5,1860,12197,1.0,0,0,3,7,1860,0,1964,0,98034,47.729,-122.235,1510,11761 +5438000160,20140609T000000,213400.0,3,1.5,1150,8686,1.0,0,0,4,7,1150,0,1963,0,98055,47.4417,-122.194,1760,8798 +259600890,20141002T000000,480000.0,4,1.75,1920,9380,1.0,0,0,3,7,1920,0,1964,0,98008,47.6344,-122.118,1580,8580 +8732190200,20150115T000000,275000.0,4,2.25,2490,7233,1.0,0,0,3,8,1460,1030,1978,0,98023,47.3115,-122.396,2000,8000 +3395040200,20140709T000000,299880.0,3,2.5,1460,3044,2.0,0,0,3,7,1460,0,2000,0,98108,47.544,-122.296,1490,3044 +6362900171,20140527T000000,499950.0,3,3.5,1820,1501,2.0,0,0,3,8,1430,390,2014,0,98144,47.596,-122.298,1550,1501 +2154500060,20141203T000000,1705000.0,5,3.0,4290,17100,1.0,0,3,3,9,2480,1810,1972,2007,98040,47.5473,-122.211,3550,16988 +5706200370,20140806T000000,550000.0,4,2.75,2230,9460,1.0,0,0,5,7,1480,750,1960,0,98027,47.5246,-122.044,1760,10878 +1402950240,20140602T000000,300000.0,4,2.5,2070,7476,2.0,0,0,3,8,2070,0,2003,0,98092,47.3352,-122.189,2430,5500 +4141800030,20141014T000000,920000.0,3,1.75,2480,4000,1.0,0,0,3,8,1240,1240,1948,2014,98122,47.615,-122.288,2450,4000 +3426049284,20140819T000000,2300000.0,4,3.25,4110,15929,2.0,1,4,3,12,2720,1390,2001,0,98115,47.6934,-122.271,2640,15929 +3658700510,20140724T000000,620000.0,4,2.75,2290,3060,1.5,0,0,5,7,1550,740,1928,0,98115,47.6793,-122.316,1460,3060 +2220069196,20140811T000000,253500.0,3,1.0,1220,20400,1.0,0,0,5,6,1220,0,1959,0,98022,47.2063,-122.023,1640,53578 +5700004485,20140520T000000,978000.0,4,2.75,2620,13777,1.5,0,2,4,9,1720,900,1926,0,98144,47.58,-122.285,3530,9287 +1328320350,20141202T000000,387500.0,4,2.5,3190,9856,2.0,0,0,3,8,3190,0,1979,0,98058,47.4445,-122.126,2260,7996 +3432500310,20140624T000000,325000.0,3,1.0,850,6906,1.0,0,0,3,6,850,0,1948,0,98155,47.7441,-122.314,1150,6907 +9274200318,20150410T000000,568000.0,3,2.5,1740,1308,3.0,0,0,3,8,1740,0,2008,0,98116,47.5892,-122.387,1740,1280 +3034200550,20140922T000000,525000.0,4,2.5,2140,7754,2.0,0,0,3,8,2140,0,1996,0,98133,47.7173,-122.338,1690,7775 +2078500350,20140604T000000,560000.0,3,2.5,2070,12708,2.0,0,0,3,8,2070,0,1996,0,98056,47.5295,-122.18,2620,9617 +7203101290,20141020T000000,394000.0,3,2.5,1680,4075,2.0,0,0,3,7,1680,0,2008,0,98053,47.6964,-122.024,1710,4075 +9287801455,20141028T000000,484950.0,2,1.0,1000,4956,1.0,0,2,4,7,1000,0,1916,0,98107,47.6753,-122.36,1830,4959 +9472200060,20141105T000000,1295000.0,3,2.75,3340,12690,1.0,0,0,3,10,2550,790,1956,1988,98105,47.6665,-122.27,3340,9480 +869700060,20140729T000000,315000.0,3,2.5,1260,2767,2.0,0,0,3,8,1260,0,1999,0,98059,47.4914,-122.155,1310,2767 +4298100060,20140509T000000,590000.0,4,2.25,2430,32496,1.0,0,0,3,9,2430,0,1993,0,98077,47.7642,-122.048,2750,35506 +7211402105,20141126T000000,106000.0,1,1.0,560,5700,1.0,0,0,3,5,560,0,1947,0,98146,47.511,-122.359,1120,5000 +7135520260,20141118T000000,751000.0,3,2.5,3380,9528,2.0,0,0,3,10,3380,0,1994,0,98059,47.5275,-122.148,3630,14089 +9222400565,20141017T000000,474000.0,2,1.0,1100,3500,1.0,0,0,5,7,1100,0,1908,0,98115,47.6741,-122.323,2050,4000 +7116500125,20140528T000000,189000.0,2,2.0,1700,3171,1.0,0,0,5,5,850,850,1927,0,98002,47.3025,-122.224,1380,5906 +7202290320,20141024T000000,440500.0,3,2.5,1600,3172,2.0,0,0,3,7,1600,0,2002,0,98053,47.6868,-122.042,1690,3698 +9808630260,20150318T000000,1017000.0,3,2.5,2605,2216,2.0,0,2,4,9,2090,515,1979,0,98033,47.6529,-122.202,2605,1979 +8682310310,20150511T000000,589000.0,2,2.0,1850,4667,1.0,0,0,3,8,1850,0,2010,0,98053,47.7101,-122.014,1860,6008 +4137000700,20140829T000000,273000.0,3,2.25,1830,7651,2.0,0,0,3,8,1830,0,1986,0,98092,47.2642,-122.219,2160,8442 +5119400075,20140620T000000,950000.0,3,3.25,3050,18892,1.0,1,4,4,8,1650,1400,1962,0,98198,47.3881,-122.326,1170,70973 +8857100060,20141110T000000,277700.0,2,1.5,1240,1055,2.0,0,0,3,8,1200,40,1967,0,98008,47.6104,-122.112,1410,1340 +3329510200,20141124T000000,299900.0,3,2.25,2100,8163,2.0,0,0,3,7,2100,0,1984,0,98001,47.3336,-122.269,1410,7515 +7789200070,20140603T000000,235000.0,3,1.0,1250,15603,1.0,0,0,4,7,1250,0,1959,0,98056,47.5093,-122.172,1720,10220 +6140600049,20150506T000000,464000.0,2,2.0,1230,4800,2.0,0,0,3,7,1230,0,1952,2004,98133,47.7145,-122.35,1560,7200 +9324320030,20150317T000000,281000.0,3,1.75,1690,9826,1.0,0,0,4,7,1690,0,1988,0,98023,47.314,-122.365,1980,9826 +2555900030,20141107T000000,320000.0,3,1.0,1520,8870,1.5,0,0,4,7,1520,0,1951,0,98155,47.7638,-122.317,1520,7800 +8662500350,20140620T000000,282000.0,4,2.0,1890,6302,2.0,0,0,3,7,1890,0,1997,0,98030,47.3846,-122.205,1690,5369 +7856601040,20150220T000000,745000.0,4,1.75,1990,8900,1.0,0,0,4,8,1990,0,1972,0,98006,47.5639,-122.149,2620,8925 +109200390,20140820T000000,245000.0,3,1.75,1480,3900,1.0,0,0,4,7,1480,0,1980,0,98023,47.2977,-122.367,1830,6956 +109200390,20141020T000000,250000.0,3,1.75,1480,3900,1.0,0,0,4,7,1480,0,1980,0,98023,47.2977,-122.367,1830,6956 +6870300060,20140922T000000,470000.0,3,2.5,2120,2374,2.0,0,0,3,8,1770,350,2005,0,98052,47.674,-122.142,2480,3043 +2734100732,20141015T000000,216650.0,3,3.5,1480,1077,2.0,0,0,3,7,1300,180,2007,0,98109,47.5421,-122.322,1140,2003 +7201900370,20150505T000000,440000.0,3,1.0,1250,8412,1.0,0,0,4,7,1250,0,1975,0,98052,47.7012,-122.131,1840,8976 +3904960700,20140613T000000,590000.0,4,2.5,2010,7972,2.0,0,0,4,8,2010,0,1989,0,98029,47.5782,-122.018,2100,8511 +2225059240,20141028T000000,935000.0,5,2.5,3150,35283,1.0,0,0,3,10,1800,1350,1975,0,98005,47.6368,-122.157,3280,35283 +4397650160,20140922T000000,848000.0,3,3.5,3010,5717,2.0,0,0,3,10,3010,0,2000,0,98007,47.5943,-122.15,2780,5138 +3629860060,20150312T000000,827500.0,5,4.25,3920,5823,2.0,0,0,3,9,3000,920,2000,0,98029,47.5492,-122.008,3000,5297 +4083305085,20140520T000000,1125000.0,6,3.0,2880,3192,2.0,0,0,4,8,2180,700,1919,0,98103,47.6506,-122.332,1870,4533 +518500700,20140507T000000,630000.0,2,2.25,2550,5663,1.0,0,0,3,10,1720,830,2011,0,98056,47.5304,-122.202,2560,3828 +3580900260,20140505T000000,340000.0,5,1.0,1120,9022,1.5,0,0,4,7,1120,0,1962,0,98034,47.7296,-122.24,1310,7500 +1974300060,20140923T000000,570000.0,4,2.75,3140,10918,1.0,0,0,3,8,1900,1240,1968,1986,98034,47.7086,-122.243,3170,10918 +624069035,20141209T000000,2750000.0,4,4.0,4130,5575,2.0,1,4,4,10,2860,1270,1993,0,98075,47.5968,-122.083,2980,5575 +5152980070,20150102T000000,514500.0,4,2.5,2990,9614,1.0,0,2,4,9,1740,1250,1976,0,98003,47.3424,-122.329,3370,12085 +2624039114,20150413T000000,360000.0,2,1.0,1120,12625,1.0,0,3,3,7,1120,0,1940,0,98136,47.5397,-122.385,1880,6828 +4337000200,20141217T000000,228900.0,4,1.5,1570,8775,1.0,0,0,3,7,1570,0,1943,0,98166,47.4789,-122.335,980,8775 +7203100550,20140625T000000,660000.0,3,2.75,2210,4000,2.0,0,0,3,8,2210,0,2008,0,98053,47.6954,-122.017,2230,4674 +2782100260,20150303T000000,647000.0,4,2.5,2390,5800,2.0,0,0,3,9,2390,0,2000,0,98075,47.5965,-122.038,2590,6507 +1737320060,20140610T000000,366000.0,3,1.75,1520,8625,1.0,0,0,3,8,1520,0,1976,0,98011,47.7687,-122.223,2080,9200 +7972604001,20140718T000000,354000.0,5,1.75,1830,7986,1.0,0,0,4,7,1060,770,1962,0,98106,47.5208,-122.35,1410,7260 +2719100240,20140519T000000,850000.0,4,3.5,2640,5900,2.0,0,2,3,8,2640,0,1937,1998,98136,47.5421,-122.383,1700,5900 +3904990570,20140524T000000,496700.0,3,2.5,1740,5782,2.0,0,0,4,8,1740,0,1989,0,98029,47.5783,-122.001,2080,5782 +7399000350,20141104T000000,300000.0,3,2.0,1550,8300,1.0,0,0,4,8,1550,0,1965,0,98055,47.4654,-122.195,1860,8000 +6400700189,20141017T000000,390000.0,3,1.0,1040,8075,1.0,0,0,4,7,1040,0,1961,0,98033,47.6701,-122.176,1450,8075 +4305200070,20140519T000000,350000.0,3,2.25,1640,7200,2.0,0,0,4,8,1640,0,1985,0,98007,47.5948,-122.153,1830,8372 +4305200070,20140922T000000,561000.0,3,2.25,1640,7200,2.0,0,0,4,8,1640,0,1985,0,98007,47.5948,-122.153,1830,8372 +2201500240,20140730T000000,475000.0,3,1.75,1260,10065,1.0,0,0,3,7,1260,0,1954,2014,98006,47.5727,-122.138,1320,10278 +3277800729,20141016T000000,275000.0,3,1.5,1170,1174,2.0,0,0,3,7,840,330,2007,0,98126,47.5459,-122.376,1170,2537 +2525310320,20141028T000000,290000.0,3,1.75,1590,13500,1.0,0,0,4,7,1090,500,1980,0,98038,47.3621,-122.031,1540,10375 +2215901840,20150211T000000,199000.0,3,2.5,1750,6725,1.0,0,0,3,7,1330,420,1993,0,98038,47.352,-122.058,1670,7744 +1796700160,20150324T000000,279900.0,4,2.5,1770,4338,2.0,0,0,3,7,1770,0,2001,0,98042,47.3672,-122.099,1770,6606 +4218400671,20150505T000000,1655000.0,4,2.25,3530,5500,2.0,0,0,3,8,2860,670,1940,0,98105,47.6618,-122.273,2840,5500 +6415100350,20150413T000000,405000.0,3,2.5,2160,10200,1.0,0,0,3,7,1360,800,1978,0,98133,47.7295,-122.331,2010,7850 +7504020400,20150127T000000,615000.0,4,2.25,2360,15860,1.0,0,0,3,9,2360,0,1977,0,98074,47.6307,-122.051,2650,11798 +8732190070,20141002T000000,268000.0,3,1.75,1980,12543,1.0,0,0,3,8,1180,800,1978,0,98023,47.3104,-122.394,2090,8539 +2826049200,20140825T000000,451000.0,4,1.5,1620,5444,1.5,0,0,3,8,1620,0,1955,0,98125,47.7065,-122.297,1620,6912 +8682292190,20141215T000000,850000.0,2,2.75,2700,9854,1.0,0,0,3,9,2700,0,2012,0,98053,47.7187,-122.024,1440,4168 +2524049250,20140921T000000,1180000.0,5,2.25,3270,16553,2.0,0,2,5,9,2470,800,1968,0,98040,47.5428,-122.236,3690,17916 +7972603385,20140516T000000,245000.0,2,1.0,870,6150,1.0,0,0,3,6,870,0,1941,0,98106,47.5256,-122.347,1120,6150 +4454800060,20140626T000000,450000.0,2,1.75,840,3340,1.0,0,0,3,6,700,140,1912,0,98107,47.6692,-122.359,1700,3980 +8910500226,20150409T000000,370350.0,3,3.5,1340,1168,2.0,0,2,3,8,1080,260,2002,0,98133,47.711,-122.356,1650,1378 +1972202505,20140729T000000,543000.0,3,2.5,1540,1256,3.0,0,0,3,8,1540,0,2004,0,98103,47.6498,-122.346,1500,1350 +6303400520,20150127T000000,265000.0,2,2.0,1650,8975,1.0,0,0,5,6,1650,0,1942,0,98146,47.5073,-122.36,1260,8668 +7852020340,20150325T000000,497000.0,3,2.5,2630,4611,2.0,0,0,3,8,2630,0,2001,0,98065,47.5322,-121.868,2220,5250 +3824100041,20150412T000000,419000.0,4,2.25,1880,9727,1.0,0,0,3,7,1100,780,1979,0,98028,47.7731,-122.257,1790,10274 +3904990260,20140724T000000,545800.0,4,2.5,1980,4500,2.0,0,0,3,8,1980,0,1989,0,98029,47.579,-122.001,1770,4595 +204000140,20150403T000000,403000.0,3,1.0,1500,10730,1.0,0,0,3,7,1000,500,1977,0,98053,47.6385,-121.966,1570,12210 +6083000071,20141110T000000,195000.0,3,2.0,1230,8235,1.5,0,0,3,6,1230,0,1959,0,98168,47.4853,-122.304,1080,10281 +6819100111,20141211T000000,1125000.0,4,2.5,2520,2600,2.0,0,0,5,8,1670,850,1925,0,98119,47.6434,-122.358,2290,3600 +7806210400,20140929T000000,255000.0,5,1.75,1970,8925,1.0,0,0,5,7,1170,800,1977,0,98002,47.2925,-122.196,1910,8025 +4375700055,20140627T000000,500000.0,2,1.5,1520,8040,1.0,0,0,5,7,1520,0,1951,0,98125,47.7131,-122.306,1440,8040 +207500012,20140505T000000,855000.0,4,2.75,2600,5390,1.0,0,0,4,8,1300,1300,1960,0,98199,47.6382,-122.397,2550,5600 +2731600045,20150107T000000,390000.0,4,2.0,2290,9200,1.5,0,0,3,7,2290,0,1920,0,98166,47.4678,-122.363,2140,9200 +1953400570,20150324T000000,339000.0,3,2.0,1979,8470,1.0,0,2,4,7,1329,650,1956,0,98198,47.3912,-122.301,1650,8591 +2883200139,20150306T000000,1325000.0,4,3.5,2170,3672,2.0,0,0,3,9,2170,0,1905,1989,98115,47.6828,-122.329,1950,3450 +3345100251,20150217T000000,429900.0,4,1.5,1820,17918,1.0,0,0,4,8,1190,630,1962,0,98056,47.521,-122.179,1890,15241 +1387301740,20140925T000000,370900.0,3,1.5,1200,8560,1.0,0,0,4,7,1200,0,1975,0,98011,47.7392,-122.194,1550,7800 +3214200070,20150429T000000,457500.0,3,1.0,1210,7636,1.0,0,0,4,7,1210,0,1952,0,98118,47.5377,-122.266,1530,5900 +1937300193,20150227T000000,499000.0,4,2.5,1970,2601,2.0,0,0,3,7,1440,530,1999,0,98144,47.5949,-122.308,1760,3025 +2821049082,20150212T000000,225000.0,2,1.0,1040,11500,1.0,0,0,5,7,1040,0,1947,0,98003,47.2791,-122.3,1300,11954 +2207500200,20140915T000000,615000.0,3,1.75,1920,4000,1.0,0,0,3,7,1070,850,1950,0,98102,47.6392,-122.318,2280,4000 +9528104286,20150113T000000,455000.0,2,1.5,1020,1146,3.0,0,0,3,7,1020,0,2001,0,98115,47.6774,-122.325,1138,1156 +8901001170,20140514T000000,458000.0,3,1.0,1660,7500,1.0,0,0,4,7,1060,600,1940,0,98125,47.7105,-122.306,1450,7500 +3260200200,20141030T000000,580000.0,3,2.25,1670,7416,1.0,0,0,4,7,1220,450,1974,0,98005,47.6028,-122.172,1710,7416 +1853080640,20140514T000000,966000.0,5,4.5,3810,8019,2.0,0,0,3,10,3810,0,2008,0,98074,47.5915,-122.058,3390,7713 +986000045,20141007T000000,240000.0,4,1.75,2020,10332,1.0,0,0,3,7,1010,1010,1954,0,98168,47.5059,-122.303,2240,8379 +4322200105,20150331T000000,229050.0,1,1.0,420,3298,1.0,0,0,4,4,420,0,1949,0,98136,47.5375,-122.391,1460,4975 +1453600681,20150223T000000,328500.0,3,2.25,1390,1407,3.0,0,0,3,7,1390,0,2004,0,98125,47.7227,-122.296,1390,1628 +3365900041,20150121T000000,319000.0,3,1.5,2010,10100,1.0,0,0,4,7,1110,900,1964,0,98168,47.4738,-122.266,1900,10100 +9294300070,20140502T000000,650000.0,4,2.0,1820,5000,1.5,0,1,3,7,1640,180,1945,0,98115,47.6815,-122.269,2060,5000 +5096300140,20150217T000000,398500.0,3,2.5,1630,1971,2.0,0,0,3,8,1630,0,1996,0,98177,47.7753,-122.375,1630,3451 +985001275,20140620T000000,250000.0,1,1.0,800,16306,1.0,0,0,2,6,680,120,1931,0,98168,47.4916,-122.308,1270,8666 +6669200370,20140626T000000,815000.0,3,2.0,2270,11989,1.0,0,0,4,9,2270,0,1968,0,98040,47.5434,-122.229,2880,12439 +3885806840,20150316T000000,1065000.0,3,2.75,2290,5002,2.0,0,0,4,9,1950,340,1995,0,98033,47.6811,-122.207,2290,5100 +2025079037,20141001T000000,510000.0,3,2.25,2750,219542,2.0,0,0,3,7,1870,880,1981,0,98014,47.6367,-121.948,2430,219542 +3812400202,20141114T000000,156000.0,2,1.75,590,6138,1.0,0,0,2,5,590,0,1947,0,98118,47.545,-122.278,1360,7112 +4136880140,20140522T000000,254500.0,4,2.75,2570,7264,2.0,0,0,3,8,1720,850,1998,0,98092,47.258,-122.208,2420,7911 +258500059,20140721T000000,760000.0,3,2.5,2050,15020,1.0,0,2,3,9,1600,450,1960,0,98177,47.759,-122.371,2930,15050 +8016250140,20150506T000000,210000.0,3,2.5,1610,6732,2.0,0,0,3,7,1610,0,1994,0,98030,47.3658,-122.172,1680,7414 +5153100030,20140825T000000,349950.0,3,2.5,2140,7715,2.0,0,0,3,7,2140,0,1991,0,98198,47.384,-122.322,1990,7628 +1377800135,20150402T000000,676000.0,3,2.0,1730,6784,2.5,0,0,4,7,1730,0,1942,0,98199,47.6462,-122.403,1210,6784 +7549800045,20150102T000000,475000.0,4,3.5,2440,3052,2.0,0,0,3,8,1940,500,2006,0,98108,47.555,-122.309,2390,4600 +3179101070,20140630T000000,880000.0,4,2.75,3220,4392,1.5,0,0,4,9,2320,900,1931,0,98105,47.6713,-122.276,2310,5795 +629800520,20140903T000000,1209000.0,4,3.25,4330,26162,2.0,0,0,3,11,4330,0,1997,0,98074,47.6009,-122.011,5110,26319 +7129302800,20141212T000000,420000.0,3,1.5,1780,5000,1.0,0,4,4,7,1030,750,1958,0,98118,47.5168,-122.256,1780,7500 +2450000320,20140523T000000,607000.0,3,1.0,1230,8114,1.0,0,0,4,7,1230,0,1951,0,98004,47.5822,-122.196,2220,8114 +6804600990,20141124T000000,475000.0,4,1.75,2160,19283,2.0,0,0,3,8,2160,0,1981,0,98011,47.7603,-122.169,1990,9744 +3389900800,20141022T000000,395000.0,2,1.75,1400,2500,1.0,0,0,5,7,710,690,1916,0,98116,47.5628,-122.391,1250,5700 +524059208,20150220T000000,650000.0,4,1.75,1900,10454,1.0,0,0,4,7,1180,720,1954,0,98004,47.5933,-122.195,2060,11325 +1523069128,20150331T000000,625000.0,5,2.75,2910,85377,1.0,0,0,4,8,1510,1400,1966,0,98027,47.48,-122.03,2160,66120 +5701700640,20140729T000000,849000.0,3,3.0,2960,42159,2.0,0,0,3,10,2960,0,1995,0,98052,47.7183,-122.1,2640,25209 +4077800247,20140610T000000,429950.0,3,1.5,2010,9480,1.0,0,0,3,8,1570,440,1951,0,98125,47.7102,-122.281,1920,8791 +3629860160,20141028T000000,825000.0,3,2.5,3760,5260,2.0,0,0,3,9,3230,530,2002,0,98029,47.5489,-122.007,3080,5312 +2877102180,20140829T000000,505000.0,2,1.0,1020,5000,1.0,0,0,4,7,1020,0,1916,0,98117,47.6781,-122.363,1480,5000 +7203101610,20140512T000000,265000.0,2,1.0,1290,2828,2.0,0,0,3,7,1290,0,2008,0,98053,47.6968,-122.025,1290,2628 +3342100685,20140625T000000,283000.0,3,1.0,890,8400,1.0,0,0,4,6,890,0,1954,0,98056,47.5168,-122.204,1850,5565 +3575301550,20150407T000000,560000.0,3,2.75,1620,7500,1.0,0,0,5,7,1140,480,1979,0,98074,47.6175,-122.065,1900,7500 +1829300260,20141113T000000,765000.0,4,2.5,3360,13636,2.0,0,0,3,10,3360,0,1987,0,98074,47.6373,-122.042,2980,10615 +6071000030,20140722T000000,610000.0,5,2.75,2930,31411,1.0,0,0,4,9,1520,1410,1975,0,98006,47.5576,-122.186,3070,12378 +4099100260,20140903T000000,589000.0,3,2.5,2940,4799,1.0,0,0,3,9,1710,1230,1996,0,98033,47.6681,-122.184,2540,4616 +3365900520,20140618T000000,192500.0,3,1.0,1080,8580,1.5,0,0,3,6,1080,0,1900,0,98168,47.4716,-122.262,1800,12672 +8964800890,20150109T000000,3200000.0,3,3.25,4560,13363,1.0,0,4,3,11,2760,1800,1995,0,98004,47.6205,-122.214,4060,13362 +7977200055,20150213T000000,550000.0,3,1.0,1010,6120,1.0,0,0,3,7,860,150,1940,0,98115,47.6861,-122.296,1930,6120 +7589700106,20141014T000000,460000.0,2,1.5,1790,3760,1.5,0,0,4,8,1280,510,1928,0,98117,47.6871,-122.373,1540,5080 +9324300030,20140703T000000,264500.0,4,2.25,2060,11385,1.0,0,0,4,7,1200,860,1962,0,98023,47.314,-122.363,2110,11385 +5347200070,20150427T000000,339000.0,3,1.0,1150,2496,1.0,0,0,3,6,1010,140,1947,0,98126,47.5194,-122.376,1340,1203 +2771600550,20141112T000000,950000.0,4,3.5,4030,4200,3.0,0,0,3,9,4030,0,1992,0,98199,47.6416,-122.386,2130,5000 +5456000135,20140822T000000,677500.0,3,1.75,2020,9718,1.0,0,0,3,8,2020,0,1956,0,98040,47.574,-122.21,2370,8604 +629811360,20141205T000000,690000.0,4,2.5,2740,8120,2.0,0,0,3,9,2740,0,1999,0,98074,47.6123,-122.006,2780,8344 +1354600160,20140509T000000,312000.0,4,2.25,1930,7452,1.0,0,0,3,7,1430,500,1984,0,98031,47.4098,-122.189,1714,7200 +8566100160,20141022T000000,840000.0,5,1.75,2500,11617,1.0,0,0,4,9,1560,940,1966,0,98040,47.5361,-122.217,3370,11617 +5104520550,20140701T000000,357500.0,3,3.5,2080,5100,2.0,0,0,3,8,2080,0,2004,0,98038,47.35,-122.005,2080,5100 +2819100140,20150427T000000,675000.0,3,1.5,1460,6480,1.0,0,2,4,7,980,480,1940,0,98117,47.6962,-122.397,2180,6912 +7298020140,20141021T000000,515000.0,3,2.75,3290,11441,2.0,0,0,4,10,3290,0,1988,0,98023,47.3052,-122.34,2600,12070 +8929000140,20140623T000000,491234.0,4,2.5,1540,1860,2.0,0,0,3,8,1540,0,2014,0,98029,47.5521,-121.999,1210,1090 +9407600070,20150319T000000,290000.0,3,2.0,1310,6265,1.0,0,0,3,7,1310,0,1988,0,98038,47.3893,-122.051,1100,6360 +2896000510,20140821T000000,490000.0,4,2.5,2120,7820,1.0,0,0,3,8,1280,840,1975,0,98052,47.6743,-122.145,2350,8605 +1938000140,20150428T000000,810000.0,4,2.0,2920,10424,1.0,0,0,5,8,1520,1400,1964,0,98005,47.5876,-122.172,2360,10696 +4331000400,20150220T000000,252000.0,3,1.5,1150,13200,1.0,0,0,3,7,1150,0,1956,0,98166,47.4752,-122.345,1220,13066 +4031700030,20150410T000000,299999.0,3,2.5,2380,9719,2.0,0,0,3,8,2380,0,2001,0,98001,47.2932,-122.283,2830,11505 +1722800860,20150309T000000,400000.0,3,2.75,2220,5000,2.0,0,0,3,7,2220,0,1993,0,98108,47.5515,-122.324,960,5000 +2491200955,20141229T000000,530000.0,5,2.0,3020,6000,1.5,0,0,5,7,1860,1160,1925,0,98126,47.5207,-122.378,1380,6000 +2013802030,20140911T000000,357000.0,3,2.0,2460,53882,1.0,1,4,3,7,2460,0,1955,0,98198,47.3811,-122.325,2660,32625 +1923300135,20150310T000000,365000.0,3,1.75,1820,5555,1.0,0,0,4,7,1030,790,1939,0,98103,47.6867,-122.352,1420,4000 +2391600335,20150203T000000,804000.0,4,2.5,2620,5060,2.0,0,0,3,9,2620,0,2005,0,98116,47.5634,-122.394,900,5060 +2425039017,20140904T000000,808250.0,3,2.0,1750,2640,1.0,0,0,3,8,1010,740,1914,2005,98119,47.6419,-122.368,1750,4560 +6752600320,20150514T000000,360000.0,4,2.5,2020,7289,2.0,0,0,3,7,2020,0,1994,0,98031,47.401,-122.171,2090,7259 +193300140,20141023T000000,240000.0,3,1.75,1240,10956,1.0,0,0,3,6,1240,0,1987,0,98042,47.3705,-122.15,1240,8137 +5651010320,20140722T000000,335000.0,2,2.0,1380,5840,1.0,0,0,3,7,1380,0,1988,0,98011,47.7732,-122.172,1810,5035 +243000045,20140829T000000,380000.0,3,1.75,1920,8775,1.0,0,0,3,7,1920,0,1953,0,98166,47.4544,-122.351,1560,8100 +1558100398,20140515T000000,350000.0,3,1.75,1680,250470,1.0,0,0,4,7,1070,610,1940,0,98019,47.7624,-121.93,1680,360000 +4204400339,20140925T000000,194000.0,3,1.0,1400,7955,1.0,0,0,3,7,1400,0,1964,0,98055,47.4848,-122.221,1160,14959 +9567800140,20150325T000000,310000.0,3,1.0,1240,7194,1.0,0,0,3,6,1090,150,1936,0,98011,47.7636,-122.202,2090,8514 +4046500140,20150209T000000,315000.0,3,1.75,1410,15134,1.0,0,0,3,7,1410,0,1980,0,98014,47.6931,-121.921,1770,15337 +2115510160,20141208T000000,258950.0,3,1.75,1440,8050,1.0,0,0,3,8,1440,0,1985,0,98023,47.3187,-122.39,1790,7488 +9828702518,20140617T000000,479000.0,2,2.25,1230,932,2.0,0,0,3,8,1020,210,2004,0,98112,47.6192,-122.301,1230,1064 +3888100117,20141110T000000,510000.0,5,1.5,1550,9750,1.0,0,0,4,7,1550,0,1966,0,98033,47.6811,-122.169,1970,9750 +1775900140,20140709T000000,400000.0,3,2.0,1760,6875,1.0,0,0,4,8,1760,0,1967,0,98072,47.74,-122.093,1670,13650 +6645950070,20150401T000000,1450000.0,4,3.5,5000,38012,2.0,0,0,3,11,3610,1390,2004,0,98029,47.554,-122.036,3850,18054 +6840701160,20141029T000000,680000.0,5,2.0,2140,5000,1.5,0,0,4,7,2020,120,1913,0,98122,47.6044,-122.299,1810,4400 +1336800240,20140508T000000,1750000.0,6,3.0,3510,5760,2.5,0,0,4,10,3510,0,1906,0,98112,47.6263,-122.312,3450,5760 +3830200140,20140804T000000,335000.0,3,1.75,2010,9417,1.0,0,0,4,8,1500,510,1967,0,98030,47.373,-122.185,1200,8250 +2473510260,20140623T000000,460000.0,5,2.5,3390,9760,1.0,0,0,5,8,1750,1640,1978,0,98058,47.4462,-122.137,2360,9600 +5056500260,20140502T000000,440000.0,4,2.25,2160,8119,1.0,0,0,3,8,1080,1080,1966,0,98006,47.5443,-122.177,1850,9000 +8682280260,20150326T000000,412250.0,2,2.0,1300,2983,1.0,0,0,3,8,1300,0,2006,0,98053,47.703,-122.015,1510,3876 +7338000800,20141120T000000,185000.0,3,1.5,1280,4031,2.0,0,0,4,6,1280,0,1985,0,98002,47.3342,-122.215,1150,4500 +3260701160,20150407T000000,286500.0,3,2.0,1840,8140,1.0,0,0,4,7,1040,800,1975,0,98003,47.3106,-122.325,1600,6720 +3793500510,20150502T000000,422000.0,4,2.5,3200,6691,2.0,0,0,3,7,3200,0,2002,0,98038,47.367,-122.031,2610,6510 +9485950340,20150319T000000,408000.0,3,2.25,2800,35362,2.0,0,0,3,9,2800,0,1985,0,98042,47.3507,-122.089,2800,37058 +2011400662,20141027T000000,306500.0,2,1.0,1390,19988,1.0,0,2,4,7,1390,0,1949,0,98198,47.3985,-122.321,2580,10490 +6699940320,20150413T000000,359900.0,4,2.5,2600,5188,2.0,0,0,3,8,2600,0,2005,0,98038,47.3451,-122.04,2610,5188 +6134500070,20140709T000000,560000.0,3,2.5,1960,6058,2.0,0,0,3,8,1960,0,2002,0,98053,47.6319,-122.007,2480,6656 +8807810890,20140827T000000,259875.0,3,1.0,1250,21303,1.0,0,0,3,6,1250,0,1970,0,98053,47.6625,-122.059,1250,17920 +8807810890,20141105T000000,385000.0,3,1.0,1250,21303,1.0,0,0,3,6,1250,0,1970,0,98053,47.6625,-122.059,1250,17920 +6453300055,20141007T000000,188000.0,1,1.0,550,16345,1.0,0,0,3,4,550,0,1945,0,98106,47.5181,-122.339,1100,9240 +1118001820,20140615T000000,1142000.0,4,3.25,2500,5801,1.5,0,0,3,8,1960,540,1926,0,98112,47.632,-122.29,3670,7350 +8570900023,20141010T000000,255000.0,3,1.0,1250,10094,1.0,0,0,4,6,1250,0,1927,0,98045,47.4987,-121.781,1300,10094 +629000510,20140730T000000,1185000.0,4,2.75,3020,8622,2.0,0,0,3,9,3020,0,1976,2003,98004,47.5866,-122.201,3060,14303 +2028701000,20140529T000000,635200.0,4,1.75,1640,4240,1.0,0,0,5,7,920,720,1921,0,98117,47.6766,-122.368,1300,4240 +7147400045,20150428T000000,355000.0,3,1.75,1870,8250,2.0,0,0,3,7,1870,0,1956,1979,98188,47.445,-122.285,1350,8714 +3180100023,20150130T000000,544000.0,3,2.5,1760,1755,3.5,0,0,3,8,1760,0,1998,0,98105,47.6688,-122.279,1700,1721 +1032000079,20150422T000000,402000.0,3,1.5,1320,3145,2.0,0,0,3,7,1320,0,1998,0,98144,47.5909,-122.297,1320,3002 +7010700860,20141226T000000,575000.0,4,1.5,1430,4163,1.5,0,0,3,7,1430,0,1910,0,98199,47.6606,-122.397,1500,4000 +5547500070,20140724T000000,216000.0,3,1.75,1580,9705,1.0,0,0,4,7,1580,0,1977,0,98042,47.3819,-122.09,1580,9942 +7237501040,20140617T000000,1200000.0,4,3.5,4170,9748,2.0,0,0,3,11,4170,0,2004,0,98059,47.528,-122.132,4560,10589 +7284900030,20140522T000000,850000.0,4,3.25,3090,6744,2.0,0,4,3,9,3090,0,1923,2015,98177,47.768,-122.388,2020,6656 +3277801646,20140516T000000,238000.0,3,2.0,1020,1204,2.0,0,0,3,7,720,300,2004,0,98126,47.5445,-122.376,1360,1506 +8722101370,20150413T000000,625000.0,4,1.75,2180,4431,1.5,0,0,3,8,2020,160,1912,0,98112,47.636,-122.302,1890,4400 +2436200200,20140701T000000,1110000.0,5,3.25,3350,4000,2.0,0,0,4,8,2510,840,1997,0,98105,47.6645,-122.291,1620,4000 +2716600273,20140528T000000,820000.0,3,2.5,2510,5503,2.0,0,2,3,9,2510,0,1995,0,98136,47.5419,-122.383,1790,6099 +1795700030,20141201T000000,355000.0,3,2.5,1880,5290,1.0,0,0,3,8,1250,630,1974,0,98108,47.5401,-122.3,2030,5092 +9421500160,20150303T000000,495000.0,4,1.5,1810,7998,1.0,0,0,3,8,1210,600,1960,0,98125,47.726,-122.297,1830,7763 +4139910030,20150302T000000,1300000.0,5,2.5,4170,33310,2.0,0,0,4,11,4170,0,1991,0,98006,47.5455,-122.126,4670,37960 +3080000030,20140505T000000,398750.0,3,2.5,2230,4000,2.0,0,0,3,7,2230,0,1954,0,98144,47.5801,-122.306,1310,4000 +2568200070,20140716T000000,835000.0,4,2.5,3650,7784,2.0,0,0,3,9,3650,0,2006,0,98052,47.7066,-122.101,3150,6442 +1546600565,20141002T000000,705000.0,6,2.75,2830,10579,1.0,0,0,4,8,1430,1400,1967,0,98005,47.636,-122.171,2060,10745 +9187200045,20150504T000000,625000.0,4,1.5,2120,5000,2.0,0,0,4,8,2120,0,1900,0,98122,47.6024,-122.296,1830,5000 +8078450340,20150211T000000,550000.0,4,2.5,2090,6926,2.0,0,0,3,8,2090,0,1990,0,98074,47.6339,-122.022,2000,7151 +9297301535,20140529T000000,540000.0,3,1.5,2600,5085,1.0,0,0,4,7,1400,1200,1940,0,98126,47.5659,-122.376,1320,4000 +6431000196,20140604T000000,519000.0,2,1.0,830,2820,1.0,0,0,4,7,830,0,1920,0,98103,47.689,-122.347,1460,3150 +9406520260,20150128T000000,311000.0,4,2.5,1975,8734,2.0,0,0,3,7,1975,0,1996,0,98038,47.363,-122.034,1975,8538 +9510900140,20150406T000000,305000.0,4,2.5,1900,7000,1.0,0,0,2,7,1420,480,1968,0,98023,47.3092,-122.376,1600,7600 +7932600140,20140703T000000,395000.0,4,2.75,2640,35070,1.5,0,0,3,8,2640,0,1963,0,98058,47.4242,-122.181,2520,34986 +7864500140,20141107T000000,275000.0,4,1.5,1610,6923,1.0,0,0,3,6,1010,600,1969,0,98198,47.3747,-122.306,1320,7684 +3629960550,20140807T000000,450000.0,3,3.25,1770,1863,2.0,0,0,3,8,1430,340,2003,0,98029,47.5478,-122.005,1410,1375 +2239000016,20140911T000000,324000.0,2,1.0,1070,6000,1.0,0,0,3,7,1070,0,1955,0,98133,47.7307,-122.332,1490,7622 +1069000070,20150415T000000,2795000.0,5,3.25,4590,12793,2.0,0,2,5,11,3590,1000,1928,0,98199,47.6453,-122.41,2920,8609 +1972201550,20140716T000000,565000.0,4,1.0,1540,2452,1.5,0,0,4,7,1540,0,1906,0,98103,47.6522,-122.348,1290,3360 +5469000140,20140707T000000,373000.0,4,1.75,1590,7920,2.0,0,0,4,7,1590,0,1960,0,98133,47.7456,-122.336,1720,7998 +7871500685,20140708T000000,613000.0,2,2.0,1170,1890,1.5,0,1,4,8,1170,0,1927,0,98119,47.6402,-122.371,2160,4000 +7214820200,20141107T000000,614000.0,4,2.25,2880,9996,1.0,0,0,4,8,1920,960,1981,0,98072,47.7584,-122.143,2410,10584 +6072300800,20150505T000000,595000.0,4,1.75,2510,8989,1.0,0,0,4,8,1680,830,1964,0,98006,47.5569,-122.172,2510,8931 +6817801040,20140821T000000,440000.0,2,1.0,1280,12086,1.0,0,0,3,7,850,430,1983,0,98074,47.634,-122.033,1280,10452 +6117500160,20150317T000000,425000.0,3,1.5,1570,12412,1.0,0,3,3,8,1570,0,1954,0,98166,47.438,-122.349,2130,12412 +5100401516,20140925T000000,407000.0,2,1.0,740,6380,1.0,0,0,3,6,740,0,1912,0,98115,47.6929,-122.318,1800,6380 +6751100125,20140825T000000,472000.0,3,1.5,1740,9038,1.0,0,0,4,7,1740,0,1955,0,98007,47.5897,-122.136,1390,9770 +2771602420,20140617T000000,472000.0,3,2.5,1180,1262,3.0,0,0,3,8,1180,0,2010,0,98119,47.6381,-122.375,1180,2632 +3585900045,20141022T000000,1250000.0,5,2.75,2960,28300,1.0,0,3,4,9,2160,800,1959,0,98177,47.7606,-122.37,2940,23250 +2492200055,20140708T000000,412000.0,3,1.75,1880,5752,1.0,0,0,4,7,940,940,1945,0,98126,47.5354,-122.378,1110,5201 +461004730,20150406T000000,717000.0,3,1.0,1150,5000,1.0,0,0,3,8,1150,0,1959,2015,98117,47.6805,-122.369,1160,5000 +4038000055,20140812T000000,425000.0,3,1.0,1320,7076,1.0,0,0,4,7,1320,0,1959,0,98008,47.6131,-122.123,1510,9000 +4338800685,20140819T000000,299999.0,4,2.0,1640,7200,1.0,0,0,5,6,820,820,1944,0,98166,47.4791,-122.347,1640,8200 +2215901230,20150507T000000,254000.0,3,2.0,1470,7694,1.0,0,0,4,7,1470,0,1992,0,98038,47.3539,-122.054,1580,7480 +2730000270,20150212T000000,178500.0,3,1.0,900,10511,1.0,0,0,4,6,900,0,1961,0,98001,47.2883,-122.272,1460,10643 +2397100560,20141121T000000,800000.0,3,1.75,1510,3600,1.0,0,0,5,8,1230,280,1910,0,98119,47.6387,-122.363,1300,3600 +5100403754,20140911T000000,420000.0,3,1.0,1440,5623,1.0,0,0,4,6,720,720,1922,0,98115,47.696,-122.319,1280,5623 +5634500891,20150312T000000,319900.0,2,1.0,1380,9251,1.0,0,0,3,7,1380,0,1940,0,98028,47.7486,-122.249,1870,12158 +3834000004,20150302T000000,350000.0,2,1.5,1150,7552,1.0,0,1,3,7,1150,0,1944,0,98125,47.7298,-122.286,1910,8145 +5569700075,20140528T000000,968000.0,6,2.75,3610,17580,1.0,0,4,5,9,2070,1540,1959,0,98075,47.5739,-122.069,2890,14060 +476000338,20150225T000000,491000.0,3,2.0,1250,1306,3.0,0,0,3,7,1250,0,2000,0,98107,47.6705,-122.39,1320,1306 +3299610260,20150421T000000,948000.0,3,2.5,3510,9824,2.0,0,0,3,9,3510,0,2002,0,98075,47.5635,-122.032,3510,10588 +4441300075,20140924T000000,900000.0,3,2.5,2260,9577,2.0,0,0,3,8,1700,560,1925,2004,98117,47.6928,-122.399,1740,10240 +1796200140,20150309T000000,270000.0,3,1.75,2840,9800,1.0,0,0,4,7,1420,1420,1977,0,98042,47.3516,-122.119,1650,9590 +5029451230,20140617T000000,198000.0,3,1.5,1430,7347,1.0,0,0,3,7,820,610,1980,0,98023,47.2927,-122.369,1430,8723 +2523039282,20141121T000000,250000.0,2,1.0,1420,21158,1.0,0,0,3,7,1420,0,1953,0,98166,47.4594,-122.359,1220,8625 +3629971290,20140730T000000,615000.0,4,2.5,2120,3720,2.0,0,0,3,8,2120,0,2004,0,98029,47.5526,-121.994,2170,3720 +8078350520,20140916T000000,550000.0,3,2.5,2080,7749,2.0,0,0,3,8,2080,0,1988,0,98029,47.5723,-122.021,2210,7471 +3395380200,20141017T000000,190000.0,2,2.5,1370,3438,2.0,0,0,3,7,1370,0,1987,0,98188,47.4606,-122.283,1370,2308 +1687910200,20141007T000000,629000.0,4,2.25,1900,11171,1.0,0,0,3,8,1280,620,1984,0,98006,47.561,-122.126,2330,9934 +3818700016,20141007T000000,434000.0,3,1.75,1660,8301,1.0,0,0,5,7,1660,0,1955,0,98028,47.7647,-122.263,1660,9489 +9842300036,20141008T000000,415885.0,3,1.0,1310,4163,1.0,0,0,4,7,1310,0,1964,0,98126,47.5301,-122.381,1120,4166 +4206901550,20140602T000000,550000.0,3,2.5,1840,3035,1.0,0,0,3,7,920,920,1926,0,98105,47.6557,-122.327,1780,4000 +3878900681,20150121T000000,272000.0,1,0.75,1040,6034,1.0,0,1,3,7,580,460,1991,0,98178,47.5078,-122.251,1560,5650 +2195700270,20140627T000000,665000.0,3,2.5,2610,35000,2.0,0,0,3,10,2610,0,1988,0,98072,47.7377,-122.101,3060,35427 +2824059128,20141009T000000,510000.0,3,2.0,1990,7405,1.0,0,0,5,7,1990,0,1971,0,98006,47.5421,-122.172,2120,6462 +7635801370,20140904T000000,530000.0,3,2.0,3080,17700,1.0,0,0,4,8,1740,1340,1965,0,98166,47.4695,-122.366,2100,15100 +1775910270,20141020T000000,355000.0,3,1.0,1200,16000,1.0,0,0,3,7,1200,0,1970,0,98072,47.7452,-122.101,1960,15500 +5245400030,20150223T000000,255000.0,4,1.0,1250,9102,1.0,0,0,3,7,1250,0,1955,0,98148,47.4258,-122.327,1260,9180 +2600400030,20140724T000000,790000.0,4,2.75,2640,9000,2.0,0,0,3,10,2640,0,1990,0,98052,47.6481,-122.125,2980,9137 +3860900111,20141202T000000,695000.0,5,1.75,1790,9335,2.0,0,0,5,8,1790,0,1952,0,98004,47.5945,-122.201,1840,9612 +9558800030,20141107T000000,255000.0,2,2.0,1140,8400,1.0,0,0,2,7,1140,0,1954,0,98148,47.4351,-122.335,1130,9375 +255000270,20140723T000000,410000.0,3,2.25,1790,5794,1.5,0,0,3,7,1380,410,1985,0,98072,47.7477,-122.171,2140,7769 +3526039074,20140625T000000,650000.0,4,2.75,1910,16532,1.0,0,0,4,7,1420,490,1940,0,98117,47.6952,-122.39,2300,8250 +4083304355,20150318T000000,675000.0,4,1.75,1530,3615,1.5,0,0,4,7,1530,0,1913,0,98103,47.6529,-122.334,1650,4200 +6840701610,20140701T000000,332888.0,2,2.5,1050,1029,2.0,0,0,3,8,950,100,2007,0,98122,47.6018,-122.299,1350,3600 +2212200270,20150220T000000,300000.0,3,1.75,1730,6900,1.0,0,0,4,7,1130,600,1976,0,98031,47.3915,-122.188,1950,7200 +2203500140,20140801T000000,320000.0,4,1.5,1100,11824,1.0,0,0,4,7,1100,0,1954,0,98006,47.5704,-122.141,1380,11796 +9353301070,20150508T000000,342500.0,5,2.25,2100,10726,1.0,0,0,4,7,1050,1050,1963,0,98059,47.4922,-122.134,2100,10726 +1326059185,20150320T000000,752875.0,4,2.5,2800,72309,2.0,0,0,3,9,2800,0,1992,0,98072,47.7432,-122.112,2280,36420 +46100350,20140630T000000,1730000.0,5,3.5,5000,26540,2.0,0,3,3,10,3410,1590,2008,0,98040,47.5665,-122.21,3360,17398 +7987400316,20140814T000000,255000.0,1,0.5,880,1642,1.0,0,0,3,6,500,380,1910,0,98126,47.5732,-122.372,1410,2992 +3971702325,20141103T000000,244000.0,3,2.5,1470,9337,2.0,0,0,3,7,1470,0,1991,0,98155,47.7651,-122.323,1360,8684 +7419500200,20150401T000000,1420000.0,5,3.25,3950,11438,2.0,0,2,3,10,3430,520,2006,0,98033,47.6898,-122.189,2070,10751 +923049468,20141110T000000,218000.0,3,1.0,980,12812,1.0,0,0,3,7,980,0,1956,0,98168,47.4892,-122.306,1430,8986 +5589300435,20141203T000000,359000.0,4,1.0,2180,10617,1.5,0,0,3,7,2180,0,1950,0,98155,47.7522,-122.307,1360,9519 +3303990030,20141027T000000,840000.0,4,2.75,3040,13559,2.0,0,0,3,11,3040,0,2003,0,98059,47.522,-122.149,3830,12202 +2926069083,20140507T000000,900000.0,5,3.75,4130,226076,2.0,0,0,3,9,3170,960,1985,0,98077,47.715,-122.065,4130,55321 +3622059157,20141009T000000,205000.0,4,1.75,1850,65340,1.5,0,0,4,7,1850,0,1972,0,98042,47.3468,-122.11,1750,40946 +5466350160,20150121T000000,205000.0,3,2.5,1600,7295,2.0,0,0,2,7,1600,0,1993,0,98042,47.3904,-122.165,1410,9000 +4174600262,20150408T000000,500000.0,2,1.5,2070,5432,2.0,0,0,3,7,1370,700,1951,0,98108,47.5571,-122.299,2070,5505 +9477940390,20150109T000000,510000.0,4,2.5,3180,5405,2.0,0,0,3,7,3180,0,2001,0,98059,47.4905,-122.14,2610,5403 +1126069045,20140620T000000,1135000.0,6,4.25,6900,244716,2.0,0,0,4,9,4820,2080,2002,0,98077,47.7506,-122.012,4170,266587 +6096500105,20150430T000000,1545000.0,4,2.25,2640,3000,2.0,0,0,3,7,2080,560,1908,0,98109,47.6313,-122.344,1910,3000 +2923069037,20140721T000000,210000.0,3,1.5,1920,61014,1.0,0,0,3,6,1920,0,1953,0,98038,47.4446,-122.074,1616,61014 +5649300160,20141209T000000,597500.0,3,1.75,2030,32565,1.0,0,0,3,8,1600,430,1981,0,98052,47.7112,-122.098,2910,34190 +3121059036,20141029T000000,400000.0,2,1.0,1140,101529,1.5,0,0,3,6,1140,0,1932,0,98092,47.2592,-122.228,1580,101529 +6136900045,20140821T000000,412000.0,3,1.0,1660,6992,1.0,0,0,5,7,1260,400,1952,0,98155,47.7576,-122.318,1390,7359 +2426039247,20150325T000000,299950.0,2,1.5,1390,1756,3.0,0,0,3,7,1390,0,2005,0,98133,47.7274,-122.357,1340,1756 +8818400340,20150423T000000,1081000.0,4,3.0,2490,4325,1.5,0,0,3,8,1690,800,1922,2003,98105,47.6628,-122.326,1960,4284 +7429000240,20141118T000000,422500.0,4,2.5,2550,8824,2.0,0,0,3,9,2550,0,1990,0,98031,47.3979,-122.212,2630,11237 +3888100030,20140714T000000,410000.0,3,2.0,1270,10227,1.0,0,0,4,6,1270,0,1968,0,98033,47.6876,-122.168,1470,9750 +5699000070,20140528T000000,1400000.0,4,3.25,2980,7000,2.0,0,3,3,10,2140,840,1900,2014,98144,47.5933,-122.292,2200,4800 +8731982470,20140715T000000,245000.0,3,2.0,1470,8000,1.0,0,0,4,8,1470,0,1974,0,98023,47.3191,-122.385,1980,8000 +6899990200,20140702T000000,720000.0,4,3.0,3550,12327,1.5,0,0,4,10,2180,1370,1990,0,98011,47.7533,-122.205,3170,12937 +4154300505,20141024T000000,315000.0,2,1.0,780,7200,1.0,0,0,2,6,780,0,1935,0,98118,47.5609,-122.279,1750,7200 +9268710140,20150224T000000,191950.0,2,2.5,1390,1302,2.0,0,0,3,7,1390,0,1987,0,98003,47.3081,-122.329,1390,2052 +9290860140,20140923T000000,455000.0,4,2.5,2440,5001,2.0,0,0,3,8,2440,0,2005,0,98056,47.5108,-122.193,2260,5001 +5708500270,20140516T000000,523000.0,3,1.5,1260,3135,1.5,0,0,3,8,1260,0,1931,0,98116,47.5755,-122.388,1700,4180 +16000200,20141024T000000,250000.0,3,2.25,1640,4420,2.0,0,0,4,7,1640,0,1918,1983,98002,47.311,-122.21,1230,6632 +1352300520,20150113T000000,294000.0,3,3.0,1670,4120,1.5,0,0,3,7,1140,530,1929,2012,98055,47.4881,-122.199,1010,4120 +5207200160,20141010T000000,490000.0,3,2.25,2380,6000,1.0,0,0,3,8,2040,340,1961,0,98115,47.6955,-122.275,1680,7200 +9284800844,20140916T000000,310000.0,4,1.0,1030,5750,1.0,0,0,3,7,1030,0,1971,0,98126,47.553,-122.37,1250,5750 +5602000105,20140721T000000,265000.0,3,1.5,1560,10489,1.0,0,0,5,7,1560,0,1961,0,98022,47.2048,-121.999,1400,10489 +3585220340,20140811T000000,402000.0,4,1.75,1640,10500,1.0,0,0,4,7,1010,630,1968,0,98052,47.6933,-122.116,1680,7650 +220069083,20140509T000000,705000.0,2,2.5,2200,188200,1.0,0,3,3,8,2200,0,2007,0,98022,47.2458,-122.002,2700,84942 +5104531290,20141124T000000,589450.0,4,2.5,3190,7941,2.0,0,0,3,10,3190,0,2005,0,98038,47.353,-122.002,3190,7255 +8125200273,20141223T000000,219950.0,3,1.5,1200,8404,1.0,0,0,3,7,1200,0,1964,0,98188,47.4482,-122.269,2120,12000 +3176600105,20140813T000000,750000.0,3,2.25,2250,5301,2.0,0,0,4,8,1510,740,1975,0,98115,47.6741,-122.271,2240,7200 +6821101275,20140821T000000,478000.0,2,1.75,1960,6000,1.0,0,0,4,7,980,980,1904,0,98199,47.6531,-122.401,1650,6000 +5379802090,20140714T000000,170000.0,3,1.0,1250,7015,1.0,0,0,3,7,1250,0,1958,0,98188,47.4548,-122.29,1510,11460 +3211240320,20140612T000000,489950.0,4,2.25,2640,31941,1.0,0,0,4,9,2640,0,1986,0,98092,47.3099,-122.116,2780,35365 +486000520,20140606T000000,1370000.0,2,2.25,2460,16940,1.5,0,4,4,9,1930,530,1936,0,98117,47.6792,-122.404,2260,6851 +705710640,20150302T000000,319950.0,3,2.5,1700,7000,2.0,0,0,3,7,1700,0,1996,0,98038,47.3798,-122.025,1950,7000 +2185000685,20141124T000000,208417.0,2,1.0,840,4200,1.0,0,0,3,5,840,0,1938,0,98108,47.5292,-122.316,830,5000 +7518502030,20141117T000000,410000.0,4,2.0,1900,5100,1.0,0,0,3,6,950,950,1914,1973,98117,47.6767,-122.38,1230,5100 +4078300024,20140725T000000,590000.0,4,2.75,2160,4205,1.0,0,3,3,7,1080,1080,1969,0,98125,47.7081,-122.276,2450,6014 +6071400710,20150429T000000,648000.0,3,1.75,1610,10229,1.0,0,0,5,8,1610,0,1961,0,98006,47.553,-122.174,2270,8800 +4136950200,20140627T000000,255000.0,3,2.5,1720,6194,2.0,0,0,3,8,1720,0,1998,0,98092,47.2624,-122.221,1720,6211 +9527300200,20140825T000000,465000.0,4,2.75,2190,3267,2.0,0,0,3,8,2190,0,2004,0,98072,47.7751,-122.168,2190,3619 +6071000310,20150128T000000,622000.0,4,1.75,3020,10714,1.0,0,0,5,8,1510,1510,1958,0,98006,47.56,-122.181,2230,14400 +9183702220,20140915T000000,306000.0,3,1.75,1980,9800,1.0,0,0,3,7,1980,0,1991,0,98030,47.3745,-122.224,1630,7650 +369000045,20141010T000000,617000.0,3,2.5,1880,5500,2.0,0,0,4,7,1880,0,1947,2007,98199,47.657,-122.393,1230,5500 +2826049117,20140528T000000,438750.0,3,1.75,1610,6480,1.0,0,0,4,7,1610,0,1947,0,98125,47.7137,-122.307,1230,8040 +811000055,20140925T000000,1280000.0,4,3.0,3260,4500,2.0,0,0,3,9,2300,960,1930,2014,98109,47.6314,-122.353,2410,4995 +7154200070,20141124T000000,995000.0,5,3.25,3970,8029,2.0,0,2,3,9,2970,1000,1979,0,98177,47.7764,-122.385,2520,8214 +2303900045,20140623T000000,1580000.0,4,2.5,4570,74487,2.0,0,4,5,12,4570,0,1948,1985,98177,47.7282,-122.372,3810,74487 +1254200045,20150422T000000,635000.0,5,2.75,2620,5500,1.5,0,0,3,7,1710,910,1911,0,98117,47.6806,-122.388,1790,5500 +8731730710,20140728T000000,215000.0,3,1.0,1180,9000,1.0,0,0,4,7,1180,0,1970,0,98031,47.39,-122.166,1290,8316 +9528104109,20141027T000000,530000.0,3,2.5,1365,1090,3.0,0,0,3,7,1315,50,2003,0,98115,47.6776,-122.324,1360,1124 +3298700012,20150320T000000,295000.0,2,1.0,720,4125,1.0,0,0,4,6,720,0,1943,0,98106,47.5245,-122.354,1000,6100 +7967700570,20150302T000000,245000.0,3,2.25,1350,6775,1.0,0,0,3,7,930,420,1981,0,98032,47.3593,-122.289,1460,7210 +1402200140,20150105T000000,400000.0,6,2.5,3060,17112,1.0,0,0,4,8,1530,1530,1967,0,98058,47.4379,-122.146,2690,16038 +3797300140,20140721T000000,303000.0,3,2.75,1850,8820,2.0,0,0,4,8,1850,0,1993,0,98022,47.1928,-122.01,1850,8651 +2481200140,20141015T000000,330000.0,3,1.75,1320,9675,1.5,0,0,4,7,1320,0,1970,0,98024,47.5695,-121.902,1160,9675 +3582900310,20150304T000000,700000.0,3,1.75,1990,13000,2.0,0,3,3,9,1990,0,1980,0,98028,47.7439,-122.262,2880,11340 +1352300990,20140826T000000,126000.0,1,1.0,610,4400,1.0,0,0,3,5,610,0,1922,0,98055,47.4865,-122.197,1090,4930 +1525059074,20140723T000000,850000.0,4,1.0,2500,35802,1.5,0,0,3,7,2500,0,1955,0,98005,47.6488,-122.153,2880,40510 +3876000710,20141218T000000,405000.0,3,2.0,1440,7425,1.0,0,0,4,7,1440,0,1965,0,98034,47.7243,-122.185,1800,8344 +1994200260,20140819T000000,869900.0,6,4.5,2750,4400,2.0,0,0,3,8,1770,980,1987,0,98103,47.6883,-122.335,1860,4400 +1121000058,20150331T000000,485000.0,3,1.75,1790,6775,1.0,0,2,3,8,1790,0,1951,0,98126,47.5412,-122.377,1310,6028 +1407300012,20150128T000000,400000.0,2,2.0,1050,1173,2.0,0,0,3,8,720,330,2004,0,98122,47.6181,-122.302,1340,1317 +1565930070,20140911T000000,299950.0,3,2.5,1780,4650,2.0,0,0,3,7,1780,0,2011,0,98038,47.386,-122.047,3050,3848 +3574900030,20150327T000000,585000.0,4,2.5,2200,9099,2.0,0,0,3,8,2200,0,1994,0,98034,47.733,-122.225,2270,8900 +5100401441,20150506T000000,495000.0,4,2.0,1720,5413,2.0,0,0,3,7,1470,250,1938,1980,98115,47.6929,-122.321,1510,5413 +3629940160,20150311T000000,2200000.0,5,4.5,5840,17168,2.0,0,0,3,12,4570,1270,2006,0,98029,47.5457,-121.991,4850,15017 +7715800390,20141110T000000,447000.0,3,2.25,1520,14080,2.0,0,0,3,7,1520,0,1984,0,98074,47.6273,-122.059,1530,9758 +1682000160,20150417T000000,206000.0,3,1.0,1320,9239,1.0,0,0,4,7,1320,0,1968,0,98092,47.312,-122.183,1320,8415 +952007055,20141021T000000,500000.0,3,1.0,1070,4600,1.0,0,0,3,7,950,120,1930,0,98116,47.5627,-122.383,1090,4600 +3790700070,20141121T000000,302500.0,4,2.5,1990,5511,2.0,0,0,3,8,1990,0,1994,0,98030,47.3585,-122.191,1850,6031 +3134100023,20141125T000000,1250000.0,4,4.25,4980,13000,2.0,0,3,3,9,3080,1900,1982,0,98052,47.6406,-122.101,2840,11308 +1862400292,20140723T000000,391000.0,2,1.0,890,5423,1.0,0,0,3,6,890,0,1946,0,98117,47.6966,-122.368,1690,5993 +4123800270,20140710T000000,250000.0,3,2.0,1440,5457,2.0,0,0,3,7,1440,0,1986,0,98038,47.3784,-122.046,1480,6286 +3448700070,20140723T000000,435000.0,4,2.5,2440,5350,2.0,0,0,3,7,2440,0,2003,0,98059,47.4891,-122.149,2440,5090 +9133600135,20150211T000000,160000.0,4,2.25,1800,14722,1.0,0,0,3,7,1440,360,1962,0,98055,47.4874,-122.223,2400,10000 +6163901913,20140722T000000,451000.0,5,3.0,2260,6508,1.0,0,0,3,7,1330,930,2003,0,98155,47.7508,-122.322,1940,9450 +1446403305,20140505T000000,206000.0,2,1.0,810,7158,1.0,0,0,5,6,810,0,1944,0,98168,47.4882,-122.325,1090,7158 +59000445,20140923T000000,590000.0,4,2.75,2240,5400,2.0,0,0,4,7,1540,700,1940,0,98116,47.5785,-122.402,1830,5000 +7510700030,20140515T000000,695000.0,3,2.5,4560,17622,2.0,0,0,4,9,3800,760,1986,0,98074,47.621,-122.03,2360,15000 +1722059222,20141120T000000,350000.0,3,1.5,1550,40752,1.0,0,0,5,7,1550,0,1954,0,98031,47.394,-122.202,1550,8000 +8127700132,20150326T000000,1236300.0,5,3.5,3180,4628,2.0,0,0,3,10,2420,760,2001,0,98199,47.6423,-122.394,2060,4640 +1774000030,20150330T000000,395000.0,6,2.25,2950,11200,1.0,0,0,4,7,1700,1250,1970,0,98072,47.7476,-122.087,1790,11200 +4058800135,20150405T000000,419000.0,5,3.0,2190,9652,2.0,0,0,3,7,2190,0,1999,0,98178,47.5049,-122.239,1440,6710 +8682281600,20140708T000000,592350.0,2,2.0,1570,4665,1.0,0,0,3,8,1570,0,2006,0,98053,47.709,-122.017,2165,6262 +8562740520,20140806T000000,855000.0,5,3.25,3420,5669,2.0,0,0,3,9,2620,800,2003,0,98027,47.5366,-122.067,3310,6006 +3982700125,20141230T000000,771000.0,4,2.5,2420,7200,2.0,0,0,3,9,2420,0,1991,0,98033,47.6893,-122.197,2650,7800 +1120069036,20141218T000000,325000.0,3,2.25,1570,43350,1.0,0,3,4,7,1570,0,1967,0,98022,47.2377,-122.016,1570,220849 +3592500800,20141018T000000,1850000.0,5,3.25,3680,6060,2.0,0,0,5,9,2630,1050,1925,0,98112,47.6341,-122.304,3050,5850 +7905200310,20140729T000000,545000.0,4,1.75,1910,6731,1.0,0,0,4,7,1210,700,1953,0,98116,47.5693,-122.391,1780,6350 +7577700136,20150226T000000,615000.0,3,1.75,1780,5175,1.0,0,0,4,7,990,790,1927,0,98116,47.5696,-122.386,1780,5175 +2629600016,20150410T000000,625500.0,2,1.0,2160,7439,1.0,0,0,4,6,1300,860,1953,0,98115,47.6981,-122.286,1680,7439 +9262800002,20140708T000000,232000.0,3,1.5,1460,15000,1.0,0,0,3,7,1460,0,1966,0,98001,47.3182,-122.271,1510,15000 +2892700041,20140714T000000,168000.0,3,1.5,1370,7439,1.0,0,0,4,6,1370,0,1963,0,98055,47.4499,-122.189,2350,3370 +2892700041,20150128T000000,238000.0,3,1.5,1370,7439,1.0,0,0,4,6,1370,0,1963,0,98055,47.4499,-122.189,2350,3370 +4136950070,20150414T000000,260000.0,3,2.5,1500,7401,2.0,0,0,3,8,1500,0,1998,0,98092,47.2625,-122.221,1720,7171 +2354300550,20150302T000000,460000.0,3,1.75,1210,7500,1.0,0,0,3,7,1210,0,1951,0,98027,47.5294,-122.033,1250,6000 +7740100260,20140825T000000,900000.0,3,2.5,2850,11535,1.0,0,1,3,8,1680,1170,1952,2008,98155,47.748,-122.288,2670,9942 +6163901352,20141021T000000,289950.0,3,1.0,1090,8280,1.0,0,0,3,6,1090,0,1947,2006,98155,47.7562,-122.318,1060,7609 +2025700200,20150220T000000,265000.0,3,1.75,1450,5858,1.0,0,0,4,7,1450,0,1991,0,98038,47.3482,-122.037,1520,6573 +1775801090,20140530T000000,465000.0,4,2.25,1820,20349,1.0,0,0,5,8,1340,480,1977,0,98072,47.7415,-122.096,1270,12800 +1138000070,20141113T000000,370000.0,3,1.5,1320,7201,1.0,0,0,3,7,1320,0,1971,0,98034,47.7126,-122.211,1380,7201 +1823049046,20140806T000000,240000.0,2,1.5,1670,9880,1.0,0,0,4,7,1670,0,1941,1963,98146,47.4864,-122.348,1670,9807 +7227801580,20140917T000000,232000.0,4,2.0,1440,5911,1.0,0,0,5,5,1440,0,1943,0,98056,47.5072,-122.181,1500,11089 +4364700875,20140729T000000,237502.0,3,1.0,980,7560,1.0,0,0,3,7,980,0,1951,0,98126,47.5256,-122.375,1300,7560 +8127700390,20141215T000000,1280000.0,4,3.5,4340,5500,2.0,0,0,3,10,2850,1490,2008,0,98199,47.6427,-122.397,1290,5500 +9560500105,20150424T000000,957000.0,4,2.25,2860,11545,1.0,0,0,4,8,1430,1430,1966,0,98005,47.588,-122.168,2190,11396 +8651411420,20150305T000000,218000.0,3,1.5,1140,4875,1.0,0,0,5,6,1140,0,1970,0,98042,47.3684,-122.08,980,5070 +1274500240,20140820T000000,205000.0,3,1.5,1120,8366,1.0,0,0,3,7,1120,0,1968,0,98042,47.3632,-122.11,1260,9000 +3278602190,20140611T000000,350000.0,3,3.25,1460,1592,2.0,0,0,3,8,1130,330,2006,0,98126,47.5481,-122.374,1560,1701 +873900240,20140702T000000,256000.0,4,2.5,2050,5787,2.0,0,0,3,7,2050,0,2002,0,98198,47.3527,-122.315,2030,6615 +3834000520,20140730T000000,275000.0,3,1.0,1250,7654,1.0,0,0,3,7,1000,250,1952,0,98125,47.7289,-122.291,1310,7350 +4224100030,20150403T000000,372000.0,4,2.5,2520,9604,2.0,0,0,3,9,2520,0,1990,0,98031,47.3893,-122.216,2540,9793 +5710500060,20150319T000000,688888.0,3,3.25,2580,9825,1.5,0,1,4,9,1760,820,1978,0,98027,47.5314,-122.054,2140,10270 +203101370,20140630T000000,170000.0,2,1.0,1200,24792,2.0,0,0,2,7,1200,0,1976,0,98053,47.6337,-121.961,2150,24792 +4039300140,20140625T000000,530000.0,5,2.25,2140,7910,1.0,0,0,3,7,1070,1070,1962,0,98007,47.6071,-122.137,1680,8700 +3629920990,20140623T000000,905000.0,4,3.25,3440,7661,2.0,0,0,3,11,3440,0,2006,0,98029,47.5429,-121.995,3580,6478 +6882510060,20140825T000000,365000.0,4,2.5,1800,5070,1.0,0,0,5,7,1080,720,1979,0,98118,47.5303,-122.28,1870,5365 +2597150270,20150406T000000,312000.0,4,2.5,1790,10584,1.0,0,0,4,7,1290,500,1981,0,98031,47.4061,-122.188,1730,9120 +4365200445,20140822T000000,400000.0,2,1.75,1250,7680,1.0,0,0,3,7,1250,0,1922,1968,98126,47.5242,-122.371,1250,7680 +6145601819,20140912T000000,278750.0,2,2.0,800,5765,1.0,0,0,4,6,800,0,1936,0,98133,47.7024,-122.346,1160,3844 +3447000030,20150401T000000,510000.0,3,2.0,1410,11995,1.0,0,0,4,8,1410,0,1965,0,98006,47.5718,-122.127,2690,12650 +4442800162,20150414T000000,527700.0,2,2.25,1330,806,3.0,0,0,3,8,1330,0,2009,0,98117,47.6904,-122.395,1320,1389 +1698900075,20150415T000000,740000.0,4,2.75,2890,4000,1.5,0,0,4,9,2190,700,1931,0,98109,47.6419,-122.351,2280,4000 +9432750070,20140808T000000,512000.0,4,2.5,2550,17209,2.0,0,0,3,9,2550,0,1996,0,98059,47.4836,-122.136,2840,12560 +3204850140,20141112T000000,362000.0,5,2.5,2880,8216,2.0,0,0,3,8,2880,0,2001,0,98030,47.3747,-122.185,1960,7200 +1446401550,20150206T000000,225000.0,3,1.0,660,6600,1.0,0,0,4,5,660,0,1940,0,98168,47.4842,-122.33,1320,6600 +3904901840,20140630T000000,491500.0,3,2.25,1470,4322,2.0,0,0,3,7,1470,0,1985,0,98029,47.5672,-122.018,1610,4322 +3299200075,20150204T000000,429950.0,4,1.75,1700,10230,1.0,0,0,3,8,1320,380,1959,0,98133,47.7453,-122.351,2000,8006 +2206500550,20141117T000000,375000.0,3,1.0,1040,9800,1.0,0,0,4,7,1040,0,1955,0,98006,47.5765,-122.155,1280,8880 +2112700370,20140813T000000,199400.0,2,1.0,880,4000,1.0,0,0,4,6,880,0,1916,0,98106,47.5331,-122.352,1430,4000 +4397010350,20150126T000000,364900.0,4,2.5,2490,9346,2.0,0,2,3,9,2490,0,1996,0,98042,47.3831,-122.147,2650,9454 +4364700885,20140912T000000,324950.0,3,1.5,1210,7560,1.0,0,0,3,7,1210,0,1941,0,98126,47.5255,-122.374,980,7560 +1498301672,20150330T000000,467000.0,5,2.0,2080,4000,1.0,0,0,4,6,1040,1040,1909,0,98144,47.5858,-122.308,1940,6000 +3992700326,20140822T000000,380000.0,3,1.0,1380,5400,1.0,0,0,4,7,1380,0,1954,0,98125,47.7134,-122.288,1190,6075 +5438000060,20141103T000000,250000.0,3,2.25,1620,10850,1.0,0,0,3,7,1620,0,1966,0,98055,47.4437,-122.194,1910,10568 +9550200370,20140520T000000,700000.0,4,1.0,1680,4021,1.5,0,0,3,7,1680,0,1921,0,98103,47.6663,-122.332,1710,4021 +3977630270,20141113T000000,206990.0,3,1.0,1330,9620,1.0,0,0,5,6,1330,0,1976,0,98092,47.3174,-122.127,1300,10360 +475001000,20150406T000000,670000.0,3,1.75,1730,3400,1.0,0,0,5,7,970,760,1928,0,98107,47.6662,-122.364,1640,5000 +3426059050,20140520T000000,315000.0,2,1.0,790,6969,1.0,0,0,3,6,790,0,1955,1984,98052,47.6978,-122.164,1380,12196 +4137000070,20150410T000000,319950.0,3,2.5,2240,7500,2.0,0,0,3,8,2240,0,1985,0,98092,47.265,-122.22,2190,7506 +2759500105,20140730T000000,419000.0,3,1.5,1500,8272,1.0,0,0,4,7,1500,0,1958,0,98177,47.7741,-122.38,1630,8270 +4137010310,20140822T000000,205000.0,3,2.0,1800,11419,1.0,0,0,3,8,1800,0,1989,0,98092,47.2623,-122.217,2220,11406 +5616000030,20141023T000000,335000.0,4,2.5,1980,4745,2.0,0,0,3,7,1980,0,2004,0,98038,47.3495,-122.04,1980,4878 +9266700295,20141024T000000,397000.0,3,1.75,1340,5100,1.0,0,0,3,7,1340,0,1953,0,98103,47.694,-122.348,1550,5100 +9828200187,20150429T000000,370000.0,2,1.0,750,2020,1.0,0,0,3,7,750,0,1908,1995,98122,47.6175,-122.301,1630,2383 +6061400160,20140918T000000,330000.0,4,2.25,1790,9920,1.0,0,0,4,7,1170,620,1969,0,98059,47.5126,-122.149,1990,9648 +4139420640,20141030T000000,1785000.0,4,3.5,5490,14300,1.0,0,4,3,12,2910,2580,1996,0,98006,47.5511,-122.114,4290,13822 +4022900197,20140808T000000,399000.0,3,2.0,1940,16300,1.0,0,0,3,7,1140,800,1978,0,98155,47.774,-122.283,1940,11250 +3221069035,20140620T000000,400000.0,4,1.75,2670,189486,2.0,0,4,3,8,2670,0,1972,0,98092,47.2585,-122.061,2190,218610 +2591730200,20140717T000000,249900.0,3,2.0,1220,6404,1.0,0,0,3,7,1220,0,1994,0,98038,47.3523,-122.059,1570,7000 +9165100260,20140513T000000,717000.0,3,1.5,1310,3880,1.0,0,0,3,7,1090,220,1956,0,98117,47.6821,-122.392,1570,3880 +5201810060,20140807T000000,319000.0,4,2.5,1930,8336,2.0,0,0,3,8,1930,0,1995,0,98031,47.4016,-122.166,2280,7959 +5499200060,20150403T000000,635000.0,4,3.0,2100,3800,2.0,0,0,3,8,2100,0,1972,0,98115,47.6807,-122.291,1320,3800 +1568100060,20140910T000000,355000.0,3,1.0,1180,7573,1.0,0,0,4,7,1180,0,1977,0,98155,47.7372,-122.294,1320,7573 +4139910160,20150401T000000,1600000.0,5,3.25,4320,32840,2.0,0,0,3,12,4320,0,1990,0,98006,47.5461,-122.122,4410,33210 +6743700060,20140714T000000,585000.0,4,1.75,3140,12519,1.0,0,0,3,7,2320,820,1951,1983,98033,47.6941,-122.173,2240,7308 +7258200060,20141229T000000,320000.0,3,2.0,2320,7800,1.0,0,0,4,7,1160,1160,1960,0,98168,47.5141,-122.316,1380,7800 +5127000810,20140514T000000,305495.0,3,1.75,2110,10200,2.0,0,0,4,7,2110,0,1966,0,98059,47.4744,-122.154,1800,10200 +2011400520,20140619T000000,240000.0,4,2.0,1790,14690,1.0,0,1,4,7,1670,120,1960,0,98198,47.3965,-122.321,2440,10664 +1953400510,20140623T000000,199950.0,5,2.5,1740,8750,1.0,0,0,4,7,1740,0,1959,0,98198,47.3904,-122.299,1740,8750 +2450500060,20140826T000000,1620000.0,4,3.25,3820,8114,2.0,0,0,3,10,3820,0,2005,0,98004,47.5837,-122.194,2440,9195 +2623039082,20150218T000000,770000.0,3,3.5,2050,21744,2.0,1,4,4,9,1750,300,1930,0,98166,47.4536,-122.376,2300,12200 +3204400030,20140702T000000,255000.0,4,2.25,1680,3179,2.0,0,0,3,8,1680,0,2002,0,98092,47.3258,-122.186,1678,3590 +2473370890,20140915T000000,289000.0,4,2.25,1930,8925,1.0,0,0,4,8,1930,0,1974,0,98058,47.4501,-122.128,1930,8400 +3343901401,20140718T000000,494500.0,4,3.0,3760,8804,2.0,0,0,3,8,2470,1290,2002,0,98056,47.5161,-122.191,1960,7225 +4376700030,20140604T000000,746000.0,3,2.25,2370,9619,1.0,0,0,4,8,1650,720,1973,0,98052,47.6366,-122.099,1960,9712 +1072000400,20141023T000000,385000.0,4,3.0,2120,13000,2.0,0,0,4,8,2120,0,1978,0,98059,47.4745,-122.141,2180,11440 +2193330030,20141118T000000,688100.0,4,2.5,2370,10513,2.0,0,0,4,8,2370,0,1987,0,98052,47.6915,-122.099,2110,9540 +4083300070,20140512T000000,870300.0,4,2.5,2350,3150,1.5,0,0,4,8,1690,660,1910,0,98103,47.6605,-122.335,1750,3150 +2241700075,20141022T000000,310000.0,3,1.0,1180,8474,1.5,0,0,3,7,1180,0,1956,0,98155,47.7416,-122.327,1180,7200 +9250900111,20150312T000000,500000.0,3,2.5,2270,5654,2.0,0,0,3,8,2270,0,1999,0,98133,47.7733,-122.351,1770,7840 +9412700160,20140814T000000,255000.0,3,2.25,1830,7770,1.0,0,0,4,7,1400,430,1977,0,98042,47.3925,-122.161,1960,7272 +1118001360,20150218T000000,1475000.0,3,2.75,3910,7080,1.0,0,0,5,9,1970,1940,1949,0,98112,47.6324,-122.289,3480,7370 +4383500030,20140924T000000,154500.0,3,1.0,890,9465,1.0,0,0,3,6,890,0,1957,0,98148,47.4388,-122.328,1590,9147 +2558630060,20140530T000000,425000.0,3,2.25,1820,8058,1.0,0,0,3,7,1260,560,1974,0,98034,47.7241,-122.168,1850,7384 +1150000400,20140721T000000,700000.0,4,2.5,2440,7491,2.0,0,0,4,10,2440,0,1988,0,98029,47.561,-122.019,2490,8580 +5244801275,20141121T000000,410500.0,2,1.0,1110,3943,1.0,0,0,5,6,740,370,1916,0,98109,47.6436,-122.352,1590,4311 +1839920160,20140714T000000,432000.0,3,2.0,1870,7080,1.0,0,0,4,7,1210,660,1969,0,98034,47.7244,-122.179,1620,8000 +9834200030,20150414T000000,530000.0,3,1.5,1240,4080,1.5,0,0,3,8,1240,0,1914,0,98144,47.5745,-122.291,1420,4080 +3288200710,20140527T000000,465000.0,3,2.0,1560,8640,1.0,0,0,5,7,1560,0,1967,0,98034,47.7294,-122.186,1970,8625 +3904980320,20140923T000000,498688.0,3,2.5,1910,5600,2.0,0,0,3,8,1910,0,1989,0,98029,47.5752,-122.009,1800,4928 +2927600435,20150402T000000,573500.0,3,1.0,2200,21450,1.0,0,0,4,9,1600,600,1952,0,98166,47.4527,-122.372,1880,11250 +1321740260,20141015T000000,349900.0,4,2.75,2530,13474,2.0,0,0,4,8,2530,0,1994,0,98023,47.289,-122.344,2490,13140 +7809200055,20140618T000000,220000.0,3,1.0,1130,12519,1.0,0,0,3,7,1130,0,1958,0,98056,47.4965,-122.176,1460,12507 +3298700671,20140731T000000,260000.0,2,1.0,820,6771,1.0,0,0,4,6,820,0,1918,0,98106,47.52,-122.354,1000,4440 +1231000640,20140911T000000,290000.0,2,1.0,960,4000,1.0,0,0,3,6,960,0,1918,0,98118,47.5554,-122.267,1210,4000 +1498303905,20150402T000000,615000.0,4,1.5,1980,3240,1.5,0,0,4,8,1780,200,1930,0,98144,47.584,-122.294,2250,4000 +7491010060,20141022T000000,730000.0,4,3.5,3370,5638,2.0,0,0,3,10,2250,1120,2001,0,98034,47.7196,-122.223,3080,7200 +8835800350,20150112T000000,1950000.0,4,3.25,7420,167869,2.0,0,3,3,12,7420,0,2002,0,98045,47.4548,-121.764,5610,169549 +8856960260,20140521T000000,332500.0,3,2.25,1800,10500,2.0,0,0,3,7,1800,0,1995,0,98038,47.3879,-122.032,1870,8555 +1088810160,20141224T000000,650000.0,5,3.5,3990,10120,2.0,0,0,3,9,2820,1170,1990,0,98011,47.741,-122.208,2750,9622 +3931900510,20140829T000000,1400000.0,4,2.5,4070,7800,3.0,0,0,4,8,3390,680,2002,0,98115,47.6838,-122.327,2020,6760 +9567800435,20150513T000000,465000.0,4,1.75,1640,7194,1.5,0,0,4,7,1480,160,1915,0,98011,47.7649,-122.205,1440,9405 +2806000560,20140722T000000,690000.0,4,3.25,3730,11820,2.0,0,0,3,10,2460,1270,1990,0,98029,47.5775,-122.019,3680,10667 +2473101360,20140711T000000,289900.0,3,1.75,1220,7004,1.0,0,0,5,7,1220,0,1966,0,98058,47.4492,-122.157,1640,7210 +2288900140,20141218T000000,1620000.0,3,3.5,3490,4000,2.0,0,0,3,9,2570,920,2009,0,98112,47.6385,-122.281,1880,4000 +9320990140,20150422T000000,339950.0,3,2.5,1730,4286,2.0,0,0,3,7,1730,0,1999,0,98148,47.432,-122.329,1780,4343 +8731982050,20150423T000000,367999.0,4,2.75,3430,8000,1.5,0,0,4,8,3430,0,1972,0,98023,47.3183,-122.382,2090,8000 +705700240,20150218T000000,380000.0,4,2.5,2320,10079,2.0,0,0,3,7,2320,0,1994,0,98038,47.3828,-122.026,2010,7438 +4335000030,20140625T000000,440000.0,3,1.75,2030,17100,1.0,0,0,4,7,2030,0,1953,0,98166,47.451,-122.365,1950,14400 +2806300070,20140521T000000,975000.0,5,4.0,4850,36450,2.0,0,0,3,10,4850,0,1977,0,98005,47.6426,-122.158,3850,35325 +5631501323,20140805T000000,309500.0,3,1.5,1340,13560,1.0,0,0,3,7,1340,0,1968,0,98028,47.741,-122.234,1540,15000 +3738900105,20140723T000000,350000.0,3,1.0,1130,8201,1.0,0,0,5,6,1130,0,1948,0,98155,47.7359,-122.306,1180,8203 +2781270400,20150316T000000,215000.0,2,2.0,1180,2521,2.0,0,0,3,6,1180,0,2005,0,98038,47.3487,-122.021,1310,3003 +3336001360,20140826T000000,254000.0,2,1.0,910,6000,1.0,0,0,3,6,910,0,1943,0,98118,47.5253,-122.266,1460,5800 +2464400435,20150420T000000,567000.0,3,1.75,1630,4275,1.5,0,3,3,7,1630,0,1908,0,98115,47.6851,-122.322,1800,4275 +2025049114,20140529T000000,402000.0,2,1.0,710,1173,2.0,0,0,4,7,710,0,1943,0,98102,47.6412,-122.329,1370,1173 +1523089012,20141120T000000,365000.0,4,1.0,1520,80150,1.0,0,0,2,5,1520,0,1948,0,98045,47.4742,-121.769,1740,84506 +7305300695,20140502T000000,625000.0,4,2.5,2820,8408,2.0,0,0,3,9,2820,0,2014,0,98155,47.7538,-122.325,1300,8408 +9269200340,20150423T000000,432000.0,4,1.75,1970,5160,1.5,0,0,3,7,1970,0,1942,0,98126,47.534,-122.373,1230,4920 +1402100070,20140801T000000,335500.0,5,3.0,2240,19090,1.0,0,0,4,8,1700,540,1968,0,98058,47.4416,-122.149,2280,20000 +2998300060,20140806T000000,672500.0,2,1.75,1860,5940,1.0,0,2,5,8,1020,840,1956,0,98116,47.5751,-122.407,2130,5940 +8113101000,20140722T000000,336000.0,4,1.0,1780,4310,1.5,0,0,5,6,1780,0,1919,0,98118,47.5486,-122.278,1460,4310 +1388600070,20141124T000000,294400.0,4,2.5,1788,10183,2.0,0,0,4,7,1788,0,1990,0,98002,47.2883,-122.218,1700,6600 +8944600060,20150420T000000,541900.0,3,2.5,1880,3054,2.0,0,0,3,8,1880,0,1988,0,98007,47.6091,-122.147,1840,3815 +8860310240,20141217T000000,505000.0,3,1.75,2300,11400,1.0,0,0,4,8,1520,780,1977,0,98052,47.6884,-122.128,2300,10140 +8016250060,20140605T000000,255000.0,3,2.5,1610,6176,2.0,0,0,3,7,1610,0,1994,0,98030,47.3657,-122.173,1680,7414 +2061800045,20150122T000000,435000.0,6,2.5,2270,11970,1.0,0,0,3,7,1470,800,1964,0,98011,47.7722,-122.204,2270,10640 +2652500070,20140508T000000,636000.0,2,1.75,1230,3600,1.5,0,0,5,7,1230,0,1925,0,98119,47.6423,-122.361,1210,4500 +3622069114,20140909T000000,655000.0,4,3.5,3420,33106,2.0,0,0,3,9,3420,0,2004,0,98010,47.3554,-121.986,3420,36590 +4438000075,20150318T000000,280500.0,3,1.5,1670,6988,1.0,0,0,3,7,1370,300,1953,0,98148,47.4283,-122.323,1090,7753 +2776600002,20150422T000000,520000.0,2,1.0,1120,6141,1.0,0,0,3,7,900,220,1946,0,98117,47.6924,-122.372,1500,7529 +241900060,20140626T000000,354000.0,4,2.5,2580,5476,2.0,0,0,3,8,2580,0,2005,0,98031,47.4042,-122.205,2900,5476 +5151800045,20140822T000000,810000.0,5,2.75,3847,17654,1.0,0,2,5,9,2299,1548,1975,0,98003,47.3379,-122.322,2690,15344 +3221059036,20140502T000000,400000.0,4,2.5,3630,42884,1.5,0,0,3,9,2300,1330,1979,0,98092,47.2617,-122.19,2830,80148 +7504020960,20150107T000000,879900.0,4,2.75,3580,12000,1.0,0,0,3,10,1840,1740,1979,0,98074,47.6319,-122.05,2910,12428 +1924059319,20150320T000000,1288000.0,5,4.0,4050,11358,2.0,0,0,4,10,2780,1270,1980,0,98040,47.56,-122.225,3120,13555 +4067600160,20150402T000000,902500.0,3,3.5,3240,23522,2.0,0,0,3,10,2130,1110,1992,0,98010,47.3388,-122.033,3180,23273 +9828700685,20150513T000000,900000.0,3,1.75,1540,8400,1.5,0,0,3,7,1540,0,1902,0,98122,47.6187,-122.295,1330,4800 +4307330070,20140717T000000,419500.0,4,2.5,2550,7200,2.0,0,2,3,7,2550,0,2003,0,98056,47.4793,-122.18,2560,5715 +6822100310,20141103T000000,685000.0,4,2.0,2340,6000,1.0,0,0,5,8,1270,1070,1953,0,98199,47.6495,-122.401,1600,6000 +3295900520,20141107T000000,429950.0,4,2.5,2320,4524,2.0,0,0,3,8,2320,0,2004,0,98059,47.4798,-122.136,2330,4524 +1773100310,20150423T000000,464950.0,4,2.5,1640,6000,2.0,0,0,3,7,1640,0,2011,0,98106,47.559,-122.365,1640,4800 +9407000990,20141010T000000,239900.0,2,1.0,910,9000,1.0,0,0,4,6,910,0,1983,0,98045,47.4463,-121.771,1410,9440 +1472800160,20150218T000000,406250.0,4,3.25,2550,11524,2.0,0,0,3,8,2550,0,1990,0,98019,47.7324,-121.963,2370,14001 +7787110370,20141027T000000,447000.0,4,2.5,2660,8027,2.0,0,0,3,8,2660,0,1997,0,98045,47.4831,-121.781,2480,8095 +3041700570,20140605T000000,466800.0,3,2.5,1480,14250,2.0,0,0,3,7,1480,0,1996,0,98033,47.6595,-122.186,1660,14250 +3999200310,20140917T000000,674000.0,4,2.5,2810,11560,1.0,0,0,5,7,1740,1070,1962,0,98008,47.5846,-122.12,1970,11560 +1931300955,20141126T000000,525000.0,1,1.0,830,3200,1.0,0,0,3,7,830,0,1924,0,98103,47.6557,-122.348,1350,2512 +2591720160,20150501T000000,674950.0,3,2.75,3510,92347,2.0,0,0,3,10,3510,0,1990,0,98038,47.3735,-122.018,2970,37070 +8691510310,20150429T000000,374900.0,3,2.5,2480,4950,2.0,0,0,3,7,2480,0,2004,0,98058,47.4389,-122.116,2230,5298 +9831200520,20141006T000000,1443920.0,4,3.0,3720,5000,2.5,0,0,5,9,2720,1000,1905,0,98102,47.6282,-122.322,2610,5000 +8123710070,20141205T000000,559500.0,3,2.25,2150,9250,2.0,0,0,3,8,2150,0,1984,0,98052,47.7179,-122.113,2240,9266 +7852170370,20140516T000000,522500.0,3,2.5,2370,7875,2.0,0,0,3,9,2370,0,2003,0,98065,47.5427,-121.863,2660,7752 +3528000310,20150427T000000,1130000.0,5,2.5,4310,28008,2.0,0,0,3,10,4310,0,1988,0,98053,47.6662,-122.056,3170,28559 +6403500570,20140612T000000,498500.0,5,2.75,2990,7420,2.0,0,0,3,8,2990,0,1996,0,98059,47.4944,-122.162,2290,7678 +6021501420,20140825T000000,571000.0,4,1.0,1350,4000,1.5,0,0,3,8,1350,0,1930,0,98117,47.6885,-122.386,1520,4000 +723069128,20140514T000000,543000.0,2,2.0,2370,217800,1.5,0,0,3,7,1600,770,1992,0,98027,47.5007,-122.088,2370,157687 +3329530030,20150304T000000,271920.0,3,2.0,1410,10248,1.0,0,0,3,7,1410,0,1985,0,98001,47.3315,-122.265,2090,9414 +723049326,20141208T000000,104950.0,2,1.0,1170,8254,1.0,0,0,2,6,1170,0,1949,0,98146,47.497,-122.346,1820,8922 +7215721070,20140929T000000,485500.0,4,2.5,1800,4500,2.0,0,0,3,8,1800,0,1999,0,98075,47.5998,-122.014,1800,4500 +3179101580,20140528T000000,1210000.0,4,2.75,3650,6982,2.0,0,2,4,9,2530,1120,1951,2003,98115,47.6756,-122.275,3140,7894 +2025700270,20150122T000000,260250.0,3,1.75,1490,8357,1.0,0,0,4,7,1490,0,1993,0,98038,47.3473,-122.037,1490,7376 +8691300260,20150413T000000,875909.0,4,2.5,3610,13292,2.0,0,0,3,10,3610,0,1996,0,98075,47.5868,-121.974,3000,10776 +5112800060,20140606T000000,455000.0,4,1.75,2050,94525,1.0,0,0,4,7,1250,800,1959,0,98058,47.4492,-122.084,2270,47480 +2112700240,20140520T000000,309000.0,3,1.0,1092,7500,1.5,0,0,3,6,1092,0,1918,0,98106,47.5321,-122.354,930,4000 +8732190990,20140709T000000,229000.0,4,2.25,2010,7688,1.0,0,0,3,8,1170,840,1979,0,98023,47.3086,-122.396,1990,7688 +537000416,20150429T000000,250000.0,3,2.0,1680,7900,2.0,0,0,4,7,1680,0,1953,0,98003,47.3255,-122.305,1250,15600 +3761700251,20140528T000000,600000.0,4,2.0,2510,38141,1.0,0,0,3,9,2510,0,1960,0,98034,47.7219,-122.258,3180,11760 +625100181,20140508T000000,535000.0,4,2.5,2280,65836,2.0,0,0,3,8,2280,0,2004,0,98077,47.7237,-122.076,2300,97574 +7202261260,20141117T000000,571000.0,3,2.5,2510,5186,2.0,0,0,3,7,2510,0,2001,0,98053,47.6895,-122.041,2530,5186 +7856410030,20140505T000000,1030000.0,5,2.75,3190,16920,1.0,0,3,3,9,1690,1500,1976,0,98006,47.5641,-122.16,3100,13100 +8128600060,20140624T000000,600000.0,4,3.25,4690,14930,2.0,0,2,3,10,3680,1010,1995,0,98155,47.7718,-122.283,2910,13320 +1775800860,20150428T000000,469500.0,3,2.25,1850,12000,1.0,0,0,4,7,1300,550,1977,0,98072,47.7408,-122.101,1580,12616 +3303980140,20150402T000000,1150000.0,4,3.0,4160,13170,2.0,0,0,3,11,3040,1120,2001,0,98059,47.5182,-122.149,3780,13148 +4206901200,20140825T000000,785000.0,4,1.5,2220,4000,1.5,0,0,3,8,1970,250,1925,0,98105,47.6564,-122.325,1984,4000 +11500240,20150428T000000,872750.0,3,2.5,2870,13695,2.0,0,0,3,10,2870,0,1991,0,98052,47.6944,-122.102,2840,8472 +6383500295,20140815T000000,900000.0,4,2.75,3950,10214,1.0,0,3,3,10,2050,1900,1955,0,98117,47.6969,-122.384,3130,8608 +7849202220,20140717T000000,350000.0,2,1.75,1740,6620,1.5,0,0,3,8,1740,0,2002,0,98065,47.526,-121.828,1560,5400 +2260300060,20150410T000000,2575000.0,5,3.0,4780,20440,1.0,0,0,4,10,3660,1120,1975,0,98039,47.6242,-122.239,4660,20440 +7701950060,20140729T000000,940000.0,4,2.5,3160,39960,1.0,0,0,3,10,3160,0,1980,0,98005,47.6418,-122.157,3900,36444 +5153200486,20140715T000000,185000.0,5,1.75,1990,27810,1.0,0,0,3,7,1990,0,1955,0,98023,47.3325,-122.35,2240,20000 +205000310,20140624T000000,850000.0,4,3.5,3920,37122,2.0,0,0,3,10,3920,0,1996,0,98053,47.6316,-121.988,2550,32647 +920069053,20140917T000000,201000.0,3,1.0,960,15273,1.0,0,0,4,7,960,0,1963,0,98022,47.238,-122.039,1930,51400 +6141100445,20150107T000000,499000.0,2,1.5,1540,6549,2.0,0,0,3,7,1540,0,1980,0,98133,47.7189,-122.353,1470,6552 +8809200070,20150408T000000,315000.0,4,2.5,1970,5190,2.0,0,0,3,7,1970,0,2002,0,98059,47.515,-122.164,1840,5564 +3905080310,20140806T000000,509950.0,3,2.5,1880,4668,2.0,0,0,3,8,1880,0,1993,0,98029,47.5666,-121.999,2060,4668 +393000311,20150225T000000,286300.0,3,2.75,2000,6405,1.0,0,0,3,8,1260,740,1964,0,98178,47.5066,-122.259,2130,6510 +3127200036,20140728T000000,590000.0,3,2.5,1990,8325,2.0,0,0,4,8,1310,680,1997,0,98034,47.705,-122.201,2450,10606 +123039128,20140904T000000,325000.0,4,1.0,1400,9384,1.5,0,0,4,6,1400,0,1948,0,98106,47.5166,-122.361,1600,8432 +2896310160,20140822T000000,625000.0,4,2.5,3190,27806,2.0,0,0,3,9,3190,0,1997,0,98010,47.3425,-122.03,2810,28619 +5272200045,20141113T000000,378000.0,3,1.5,1000,6914,1.0,0,0,3,7,1000,0,1947,0,98125,47.7144,-122.319,1000,6947 +9211500520,20140618T000000,239950.0,3,1.75,1670,6900,1.0,0,0,3,7,1170,500,1978,0,98023,47.2975,-122.38,1740,7000 +3589500260,20141111T000000,550000.0,4,2.0,2100,4500,1.0,0,0,5,7,1060,1040,1924,0,98105,47.6699,-122.317,1920,3900 +3330500335,20150422T000000,325000.0,2,1.0,1010,6180,1.0,0,0,3,6,1010,0,1903,0,98118,47.5532,-122.28,1560,6180 +9445300045,20140609T000000,831000.0,4,2.5,2030,3905,1.5,0,0,4,7,1630,400,1926,0,98103,47.6547,-122.34,2000,3905 +114100354,20141212T000000,249000.0,3,1.0,1090,10296,1.0,0,0,4,6,1090,0,1950,0,98028,47.7743,-122.26,1910,10296 +1775920340,20150126T000000,484000.0,4,1.75,2440,16730,1.0,0,0,3,7,1390,1050,1976,0,98072,47.7406,-122.11,1390,11600 +8946700140,20141121T000000,395000.0,4,3.0,2500,6278,2.0,0,0,3,9,2500,0,2002,0,98092,47.3325,-122.168,2700,7200 +8651610240,20141119T000000,839900.0,4,2.5,3420,7462,2.0,0,0,3,9,3420,0,2002,0,98074,47.6388,-122.064,3080,8031 +1237500105,20141113T000000,760000.0,4,2.5,2850,11000,2.0,0,0,3,8,2850,0,1998,0,98052,47.6759,-122.161,1720,11000 +9151600106,20150512T000000,750000.0,4,1.5,2030,3300,1.5,0,0,4,8,1530,500,1927,0,98116,47.5855,-122.383,2610,5400 +1118000340,20150408T000000,3000000.0,5,3.75,4590,11265,2.0,0,0,4,11,3450,1140,1927,0,98112,47.6389,-122.288,3870,8996 +7853230570,20140915T000000,440000.0,3,2.5,2230,5800,2.0,0,0,3,7,2230,0,2004,0,98065,47.5308,-121.847,2230,6088 +4353700200,20141203T000000,501000.0,2,1.75,1810,7523,1.0,0,0,3,8,1170,640,1962,1980,98027,47.5695,-122.087,2090,7523 +7228501805,20140924T000000,739000.0,6,4.5,4000,7500,2.0,0,0,3,7,4000,0,1978,0,98122,47.6146,-122.306,1380,6298 +9541800075,20140908T000000,685650.0,3,1.75,1490,16200,1.0,0,0,5,8,1490,0,1958,0,98005,47.5919,-122.175,2070,16200 +3425069083,20140625T000000,1005000.0,4,4.5,4225,284011,2.0,0,0,4,11,4225,0,1985,0,98074,47.6118,-122.024,2870,14576 +7613700270,20140916T000000,980000.0,4,1.75,2120,4000,1.5,0,0,4,8,1920,200,1929,0,98105,47.6601,-122.275,2300,4000 +6882200140,20140930T000000,275000.0,3,1.5,1030,7184,1.0,0,0,4,7,1030,0,1968,0,98056,47.5069,-122.189,1330,7262 +2473380400,20140519T000000,319950.0,4,1.75,2310,8045,1.0,0,0,4,7,1650,660,1976,0,98058,47.4569,-122.165,1790,8086 +3579000370,20150320T000000,448500.0,3,2.25,1830,7943,2.0,0,0,3,8,1830,0,1985,0,98028,47.7466,-122.249,2100,8070 +2623029078,20140603T000000,437000.0,5,2.0,2120,137565,1.5,0,0,3,7,2120,0,1913,0,98070,47.4558,-122.507,2120,157123 +3124049196,20141107T000000,330000.0,4,1.5,2500,9448,1.0,0,0,4,7,1250,1250,1966,0,98106,47.5212,-122.339,1640,9490 +3374500240,20141217T000000,365000.0,3,2.5,2470,7700,2.0,0,0,4,8,2470,0,1990,0,98031,47.4096,-122.17,2400,7700 +8911000445,20141112T000000,329000.0,2,1.0,940,7700,1.0,0,0,4,6,940,0,1916,0,98133,47.7067,-122.354,1290,7375 +1066100260,20140620T000000,681500.0,5,2.75,3260,11700,1.0,0,0,3,8,1630,1630,1964,0,98008,47.6169,-122.104,2860,11700 +7205850030,20140509T000000,566000.0,3,2.25,1660,10140,1.0,0,0,4,8,1370,290,1980,0,98052,47.6889,-122.128,2100,10125 +1330910370,20141020T000000,897500.0,4,3.0,4370,217882,2.0,0,0,3,10,4370,0,1984,0,98053,47.6573,-122.034,2430,35096 +11520370,20141229T000000,738000.0,3,2.5,2620,9112,2.0,0,0,3,9,2620,0,1995,0,98052,47.6972,-122.116,2620,9067 +3327000070,20150420T000000,185000.0,3,1.75,1500,7800,1.0,0,0,3,7,1500,0,1968,0,98092,47.3141,-122.192,1490,7800 +2594200350,20150304T000000,445000.0,2,1.0,910,7200,1.0,0,1,4,7,830,80,1936,0,98136,47.5145,-122.39,1700,7200 +2724049185,20150325T000000,175000.0,3,1.75,1430,4920,1.0,0,0,2,6,1430,0,1957,0,98118,47.5388,-122.275,1550,5646 +3123800125,20141121T000000,315000.0,2,1.0,900,8556,1.0,0,0,3,6,760,140,1941,0,98136,47.5148,-122.386,1500,8556 +3298200320,20140624T000000,445000.0,4,1.75,1250,7400,1.0,0,0,5,6,1250,0,1959,0,98008,47.62,-122.12,990,7600 +2068000270,20140805T000000,1400000.0,5,3.0,3850,14990,1.0,0,0,4,9,2290,1560,1964,0,98004,47.6425,-122.218,3010,15001 +7732500700,20141126T000000,832500.0,4,2.5,3450,35100,2.0,0,0,3,10,3450,0,1987,0,98052,47.7302,-122.106,3110,35894 +7851990240,20140717T000000,771150.0,4,3.5,3950,12320,2.0,0,0,3,10,3950,0,2001,0,98065,47.5414,-121.869,3920,11086 +3423049269,20140513T000000,225000.0,4,1.5,1950,12559,1.5,0,0,3,6,1950,0,1939,0,98188,47.4364,-122.282,1950,9178 +7852150200,20140923T000000,389950.0,3,2.5,1700,6396,2.0,0,0,3,7,1700,0,2003,0,98065,47.5333,-121.87,1700,4444 +7853230270,20140804T000000,435000.0,3,2.5,2370,6082,2.0,0,0,3,7,2370,0,2004,0,98065,47.5288,-121.846,2690,6152 +1965200075,20150316T000000,845000.0,3,1.75,1600,2538,2.0,0,0,3,7,1600,0,1929,0,98102,47.6447,-122.327,1660,1750 +1959700445,20140725T000000,1300000.0,4,1.75,4060,5500,2.0,0,0,5,9,2660,1400,1924,0,98102,47.6437,-122.321,3320,5500 +1250200765,20140714T000000,350000.0,3,2.25,1322,1796,2.0,0,0,3,8,1087,235,2005,0,98144,47.5976,-122.298,1690,2025 +3275300270,20140708T000000,250000.0,3,1.75,1140,10400,1.0,0,0,4,7,1140,0,1983,0,98003,47.2598,-122.311,1280,9800 +7548300751,20150430T000000,370000.0,2,1.5,1280,2096,2.0,0,0,3,7,1080,200,2007,0,98144,47.5872,-122.308,1340,7452 +9526600260,20140729T000000,750000.0,4,2.5,3080,4553,2.5,0,0,3,8,3080,0,2008,0,98052,47.7066,-122.112,2750,4929 +2880100240,20140825T000000,439950.0,2,1.75,1210,3000,1.0,0,0,5,7,910,300,1906,0,98117,47.6789,-122.365,1260,3000 +5253300320,20141103T000000,395000.0,4,1.75,1950,10219,1.0,0,0,3,7,1950,0,1962,0,98133,47.7492,-122.336,1500,9099 +2291400566,20140807T000000,375000.0,4,1.0,1450,6820,1.5,0,0,3,6,1450,0,1947,0,98133,47.7061,-122.347,1450,6820 +103400160,20140515T000000,263000.0,3,2.25,1590,7748,2.0,0,0,4,7,1590,0,1991,0,98003,47.2857,-122.3,1590,7606 +1951600240,20141208T000000,185000.0,3,1.0,1240,9198,1.5,0,0,4,7,1240,0,1959,0,98032,47.37,-122.297,1170,8970 +224069129,20150225T000000,500000.0,3,1.0,1440,54315,1.0,0,0,3,7,790,650,1974,0,98075,47.591,-122.01,2690,40518 +5608000860,20140926T000000,920000.0,4,2.5,3470,10045,2.0,0,0,3,10,3470,0,1993,0,98027,47.554,-122.095,4370,12359 +424069271,20141024T000000,936000.0,7,3.75,5100,21802,2.0,0,0,3,10,3640,1460,2001,0,98075,47.595,-122.04,3350,10005 +8964800390,20140508T000000,1500000.0,3,1.75,2430,12757,1.0,0,2,4,8,1340,1090,1952,0,98004,47.6201,-122.209,2930,12450 +7533800885,20141027T000000,1100000.0,3,2.25,2420,7200,1.0,0,0,3,8,1420,1000,1948,0,98115,47.6867,-122.275,2500,7200 +2312400200,20150102T000000,247000.0,3,2.5,1510,10875,1.0,0,0,3,7,1150,360,1990,0,98003,47.3482,-122.3,1810,9916 +3226049267,20150425T000000,289500.0,3,1.0,1200,5525,1.0,0,0,2,7,1200,0,1947,0,98115,47.6981,-122.325,1580,7200 +7852130640,20140602T000000,432500.0,3,2.5,2240,6396,2.0,0,0,3,7,2240,0,2002,0,98065,47.5356,-121.881,2610,5128 +9530101535,20150327T000000,680000.0,3,1.75,1870,4320,1.0,0,0,4,7,970,900,1920,0,98103,47.6663,-122.357,1810,3900 +6822100030,20140528T000000,589000.0,3,1.0,1110,6000,1.5,0,0,5,7,1110,0,1932,0,98199,47.6496,-122.403,1420,6000 +1090000036,20141223T000000,756450.0,4,2.0,3210,8400,1.5,0,0,5,7,2040,1170,1914,0,98136,47.5322,-122.391,2540,6458 +6619910260,20150407T000000,536650.0,3,1.75,2090,8910,1.0,0,0,3,8,1230,860,1975,0,98034,47.7149,-122.222,2310,10695 +342000036,20140702T000000,540000.0,3,2.25,1320,1800,2.0,0,0,3,7,1320,0,1994,0,98122,47.6081,-122.289,2010,4500 +3448002267,20150428T000000,385000.0,3,1.75,1340,3850,1.0,0,0,4,7,1340,0,1960,0,98125,47.7134,-122.292,1540,7645 +7974200765,20140902T000000,485000.0,3,1.0,1020,6120,1.0,0,0,3,7,1020,0,1941,0,98115,47.6787,-122.285,2370,6695 +7230400400,20140926T000000,240000.0,3,2.0,1220,17652,1.0,0,0,4,7,1220,0,1980,0,98059,47.4712,-122.1,1990,17652 +7230400400,20150326T000000,415500.0,3,2.0,1220,17652,1.0,0,0,4,7,1220,0,1980,0,98059,47.4712,-122.1,1990,17652 +2028700575,20141113T000000,550000.0,3,2.0,1390,2688,1.5,0,0,5,7,1390,0,1915,0,98117,47.6783,-122.366,1440,2900 +4232400400,20140929T000000,1260000.0,4,2.0,2970,5400,2.5,0,0,4,9,2970,0,1900,0,98112,47.6235,-122.309,2500,5040 +792500260,20140715T000000,430000.0,2,2.0,1440,213008,2.0,0,0,4,7,1440,0,1990,0,98070,47.3604,-122.457,1630,161172 +2493200370,20141112T000000,415000.0,2,1.75,1550,4257,1.0,0,3,3,7,830,720,1953,0,98136,47.5274,-122.384,1920,5100 +844001052,20150128T000000,365000.0,4,2.5,1904,8200,2.0,0,0,5,7,1904,0,1999,0,98010,47.3107,-122.001,1560,12426 +7696610240,20141210T000000,257000.0,4,1.5,1400,8500,2.0,0,0,3,7,1400,0,1975,0,98001,47.3314,-122.275,1580,7650 +3630110370,20140624T000000,420000.0,3,2.5,2140,3821,2.0,0,0,3,8,2140,0,2005,0,98029,47.5541,-121.995,2860,3841 +1217000270,20140916T000000,338995.0,3,1.75,1320,9450,1.0,0,0,5,7,1320,0,1943,0,98166,47.4557,-122.348,1320,8315 +9441300030,20150410T000000,615000.0,3,1.75,2620,8280,1.0,0,0,4,7,1330,1290,1948,0,98177,47.7235,-122.359,1530,8160 +2991000160,20141212T000000,312500.0,4,0.5,2300,5570,2.0,0,0,3,8,2300,0,1996,0,98092,47.3285,-122.168,1820,6371 +6641020160,20140506T000000,513000.0,4,2.5,2000,5684,2.0,0,0,3,8,2000,0,1996,0,98028,47.7443,-122.22,2210,7066 +2998300075,20150127T000000,857500.0,4,2.75,2960,5040,2.0,0,3,3,9,2210,750,1952,1993,98116,47.5747,-122.408,2270,5500 +5456000570,20141230T000000,1060000.0,3,2.75,2700,22343,1.5,0,1,4,10,2700,0,1977,0,98040,47.5706,-122.209,3390,15682 +7784400070,20140722T000000,585000.0,3,1.75,1740,9500,1.0,0,3,4,8,1150,590,1958,0,98146,47.4919,-122.365,2110,9450 +2781250400,20141008T000000,350500.0,2,2.5,1770,4950,1.0,0,0,3,7,1770,0,2003,0,98038,47.3497,-122.025,1770,4500 +3821400200,20141006T000000,215000.0,3,2.0,1290,9312,1.0,0,0,3,7,1290,0,1947,0,98168,47.4811,-122.325,1650,7300 +3580900200,20140617T000000,440000.0,4,2.0,1450,8400,1.5,0,0,4,7,1450,0,1962,0,98034,47.7285,-122.24,1450,7440 +5466750140,20150427T000000,270000.0,3,2.25,1420,7800,1.0,0,0,4,7,1130,290,1985,0,98042,47.3598,-122.157,1460,7800 +8122100160,20141023T000000,385000.0,3,0.75,1330,7020,1.0,0,0,5,7,1330,0,1924,0,98126,47.5377,-122.376,1410,5802 +9523102447,20141117T000000,688500.0,3,1.75,1760,4125,1.5,0,3,4,7,1760,0,1927,0,98103,47.6748,-122.352,1760,4000 +7234601525,20140519T000000,700000.0,3,1.75,2010,4905,1.0,0,0,5,7,1230,780,1912,0,98122,47.6105,-122.309,2210,1834 +6071300160,20140822T000000,585000.0,5,2.0,2560,14467,1.0,0,0,3,8,1280,1280,1960,0,98006,47.5547,-122.178,2200,10267 +8044200200,20150226T000000,401000.0,2,1.5,1260,2625,2.0,0,0,4,7,1260,0,1983,0,98052,47.6747,-122.151,1260,2625 +8563050350,20150306T000000,655000.0,4,2.25,2420,7725,1.0,0,0,4,8,1890,530,1972,0,98052,47.6287,-122.093,1740,7944 +1282300105,20140604T000000,317000.0,3,1.0,1010,5400,1.0,0,0,3,6,1010,0,1959,0,98144,47.5746,-122.293,960,5400 +3374300030,20150505T000000,500000.0,4,2.5,1770,8155,1.5,0,0,4,6,1770,0,1970,1993,98034,47.719,-122.173,1460,7360 +9232900075,20141021T000000,314963.0,2,1.0,890,6350,1.0,0,0,3,6,890,0,1943,0,98103,47.6975,-122.357,1490,6350 +952000640,20141027T000000,715000.0,3,1.5,1670,5060,2.0,0,2,5,7,1670,0,1925,0,98126,47.5671,-122.379,1670,5118 +7334600030,20141014T000000,280000.0,3,2.25,1360,9600,2.0,0,0,3,7,1360,0,1992,0,98045,47.4687,-121.749,1200,10400 +200500700,20140612T000000,531000.0,3,2.5,2120,9736,2.0,0,0,3,9,2120,0,1988,0,98011,47.7374,-122.219,2490,8763 +11200400,20140923T000000,617000.0,3,2.5,1910,4488,2.0,0,0,3,8,1910,0,1998,0,98007,47.6176,-122.14,1530,3696 +1139000135,20141009T000000,440000.0,4,1.0,1480,7560,1.5,0,0,3,7,1480,0,1940,0,98177,47.7079,-122.358,1480,7560 +7468900270,20140729T000000,140000.0,3,1.0,1090,10114,1.0,0,0,4,7,1090,0,1955,0,98002,47.2975,-122.223,1380,7800 +1036400200,20150213T000000,661000.0,4,1.75,1670,13125,1.0,0,0,5,8,1670,0,1973,0,98052,47.6315,-122.101,2360,12500 +1036400200,20150429T000000,697000.0,4,1.75,1670,13125,1.0,0,0,5,8,1670,0,1973,0,98052,47.6315,-122.101,2360,12500 +3622900200,20140627T000000,1195000.0,5,2.75,3650,13297,2.0,0,0,5,9,2750,900,1969,0,98040,47.5497,-122.228,2900,11568 +6884800262,20140920T000000,535000.0,4,2.0,1970,3515,1.0,0,0,5,8,1030,940,1969,0,98115,47.6873,-122.314,1650,4275 +7950302255,20150324T000000,404500.0,2,2.0,1320,3060,1.5,0,0,4,6,1320,0,1910,0,98118,47.5643,-122.284,1410,3264 +3524039196,20141112T000000,396500.0,3,1.0,1710,5110,1.0,0,0,3,7,1100,610,1954,0,98126,47.5256,-122.379,1310,5110 +2064800830,20150320T000000,450000.0,3,2.25,1740,9488,1.0,0,0,4,8,1180,560,1977,0,98056,47.5339,-122.174,1880,8615 +1861400116,20150116T000000,605000.0,3,3.25,2200,2400,2.0,0,0,3,8,1740,460,1988,0,98119,47.6325,-122.371,2200,3600 +7129302685,20140911T000000,699000.0,3,2.0,2010,4320,2.0,0,2,3,9,2010,0,1999,0,98118,47.5153,-122.256,1640,5225 +4046600070,20140619T000000,805000.0,3,3.0,3910,19023,2.0,0,0,3,11,3910,0,1985,0,98014,47.6953,-121.914,1860,15001 +8655900162,20150219T000000,156000.0,1,0.75,470,15000,1.0,0,0,3,4,470,0,1947,0,98014,47.6554,-121.908,1730,22500 +2193310320,20150306T000000,595000.0,4,2.5,2330,7064,1.0,0,0,4,8,1780,550,1984,0,98052,47.6955,-122.097,1740,8075 +5417600200,20140728T000000,285000.0,3,1.75,1930,7200,1.5,0,0,3,6,1930,0,1929,0,98065,47.5263,-121.809,1350,9000 +4178900070,20150325T000000,725000.0,4,2.5,3270,6055,2.0,0,0,3,9,3270,0,2007,0,98056,47.5374,-122.192,2740,7367 +2115720070,20141125T000000,216300.0,3,2.5,1650,5000,2.0,0,0,3,8,1650,0,1985,0,98023,47.3206,-122.394,1720,5000 +3211100990,20141020T000000,410000.0,4,2.75,2220,8450,1.0,0,0,4,7,1260,960,1983,0,98059,47.4804,-122.157,1580,8450 +5288200260,20140903T000000,597000.0,2,1.75,2470,4600,1.0,0,3,4,7,1140,1330,1916,0,98126,47.5599,-122.378,1790,5175 +1771110070,20150218T000000,325000.0,3,1.0,1300,9300,1.0,0,0,4,7,1300,0,1977,0,98077,47.7562,-122.073,1300,10064 +274000070,20150401T000000,355000.0,5,2.75,2530,9375,1.0,0,0,5,7,1530,1000,1966,0,98030,47.3738,-122.214,2250,8200 +2816900030,20141218T000000,338000.0,3,1.5,2400,8215,1.0,0,0,3,7,1200,1200,1961,0,98146,47.5001,-122.338,1460,8217 +304100070,20141118T000000,210000.0,4,2.25,1500,5393,2.0,0,0,3,7,1500,0,1999,0,98001,47.3378,-122.263,1700,5917 +3876200350,20140814T000000,423000.0,4,1.75,1700,9000,1.0,0,0,3,7,1700,0,1967,0,98034,47.7308,-122.18,1930,7818 +7806210070,20150211T000000,249500.0,4,1.5,2120,8554,1.0,0,0,4,7,1170,950,1977,0,98002,47.2933,-122.195,1790,8554 +5437600140,20150110T000000,325000.0,4,2.5,2240,5105,2.0,0,0,4,8,2240,0,2002,0,98042,47.3922,-122.165,1920,5288 +1796360370,20150325T000000,257000.0,3,1.75,1540,8223,1.0,0,0,4,7,1070,470,1987,0,98042,47.3666,-122.089,1240,8113 +1428001160,20150420T000000,550000.0,3,1.75,1890,100623,1.0,0,3,3,8,1890,0,1978,0,98053,47.6454,-121.978,2110,50529 +1233100260,20141114T000000,490000.0,3,1.0,1260,9638,2.0,0,0,4,7,1260,0,1920,0,98033,47.6773,-122.178,1760,7822 +8835220200,20150202T000000,299000.0,2,1.5,1160,3838,2.0,0,0,3,7,1160,0,1983,0,98034,47.7255,-122.164,1410,3780 +2023039045,20141103T000000,295000.0,2,1.0,1300,39639,1.0,0,0,4,6,1300,0,1960,0,98070,47.466,-122.452,1880,98881 +7504400400,20141029T000000,630000.0,4,2.5,3220,14463,2.0,0,0,3,8,3220,0,1978,0,98074,47.6261,-122.047,2550,12109 +1432900310,20150424T000000,320000.0,4,1.5,2020,8474,1.0,0,0,5,7,1010,1010,1962,0,98058,47.4579,-122.17,1720,8166 +9541600295,20150424T000000,1110000.0,4,2.5,2990,8640,1.0,0,0,5,8,2100,890,1959,0,98005,47.5932,-122.172,2270,8800 +2914700310,20140922T000000,398000.0,4,1.0,1420,6458,1.0,0,0,4,7,1420,0,1953,0,98117,47.6988,-122.358,1670,6350 +7972604355,20140521T000000,218000.0,3,1.0,1020,7874,1.0,0,0,3,7,1020,0,1956,0,98106,47.5175,-122.346,1290,7320 +2423069084,20150303T000000,590000.0,4,2.75,2400,104108,2.0,0,0,3,8,2400,0,1988,0,98027,47.4686,-121.989,2270,54450 +8655000070,20140601T000000,1595000.0,5,3.0,3640,8239,2.0,0,3,3,10,2540,1100,1982,0,98008,47.5842,-122.111,3330,10643 +8165501620,20141218T000000,348500.0,2,2.25,1550,1824,2.0,0,0,3,8,1550,0,2007,0,98106,47.5396,-122.368,1460,1826 +8682281480,20140725T000000,592500.0,2,2.0,1870,4751,1.0,0,0,3,8,1870,0,2006,0,98053,47.7082,-122.015,2170,5580 +1137610140,20140610T000000,505000.0,3,2.5,2340,5957,2.0,0,0,3,8,2340,0,1995,0,98028,47.7347,-122.236,2340,6604 +4232900310,20141029T000000,1430000.0,5,4.25,3350,3600,2.0,0,0,3,10,2260,1090,2014,0,98119,47.6351,-122.364,1810,3600 +324000370,20140721T000000,502000.0,3,1.0,1710,5000,1.0,0,0,5,7,1140,570,1921,0,98116,47.5719,-122.385,1670,4000 +3822200036,20140624T000000,257500.0,2,2.0,1180,9265,1.0,0,0,3,7,1180,0,1940,0,98125,47.7252,-122.297,460,18000 +3876100310,20140711T000000,405000.0,3,1.5,1600,7500,1.0,0,0,3,7,1600,0,1966,0,98034,47.721,-122.182,1700,7500 +8024201525,20150317T000000,427000.0,3,1.75,1300,5111,1.0,0,0,4,7,1300,0,1959,0,98115,47.7005,-122.314,1370,5111 +4024101670,20141204T000000,290000.0,3,1.5,1040,9997,1.0,0,0,4,7,1040,0,1955,0,98155,47.7583,-122.302,1040,8699 +3124049171,20150324T000000,222000.0,3,1.0,1220,7695,1.0,0,0,3,7,1220,0,1954,0,98106,47.5191,-122.339,1210,7412 +2310100240,20141218T000000,315000.0,3,2.5,2240,6097,2.0,0,0,3,8,2240,0,2002,0,98038,47.3503,-122.042,2240,5574 +8021700030,20140604T000000,371000.0,3,1.5,1420,4500,1.0,0,0,3,7,1420,0,1959,0,98103,47.694,-122.332,1540,6375 +3861500340,20140626T000000,279900.0,3,1.75,1580,6620,1.0,0,0,3,7,1580,0,1988,0,98003,47.2798,-122.303,1580,8137 +1823069046,20150420T000000,250000.0,3,1.5,2390,23522,1.0,0,0,2,7,1890,500,1938,1968,98059,47.4754,-122.09,2430,23958 +6070500055,20140506T000000,599000.0,4,2.25,2260,29930,2.0,0,0,4,8,1400,860,1977,0,98006,47.5689,-122.126,2770,29930 +520069032,20140716T000000,267300.0,3,1.75,1890,93218,1.0,0,0,4,7,1890,0,1964,0,98092,47.2568,-122.07,1690,172062 +4154303655,20141211T000000,585000.0,2,1.75,1830,7200,1.0,0,2,4,7,1070,760,1949,0,98118,47.5592,-122.273,1570,6000 +3876800710,20150414T000000,350000.0,3,1.75,1000,8268,1.0,0,0,3,6,1000,0,1969,0,98072,47.7417,-122.172,1220,7800 +259000240,20140617T000000,506000.0,3,1.75,2180,7700,1.0,0,0,3,8,1480,700,1961,0,98177,47.7594,-122.361,2180,7604 +1822069041,20141113T000000,400000.0,6,2.0,2320,210830,2.0,0,0,4,8,2320,0,1962,0,98058,47.398,-122.081,2540,217800 +7520000695,20141104T000000,151100.0,3,1.0,840,4495,1.0,0,0,3,6,840,0,1921,0,98146,47.496,-122.349,1260,7434 +7520000695,20150421T000000,251000.0,3,1.0,840,4495,1.0,0,0,3,6,840,0,1921,0,98146,47.496,-122.349,1260,7434 +2141330700,20140522T000000,555000.0,4,2.25,2350,8140,1.0,0,0,4,8,1430,920,1977,0,98006,47.5579,-122.129,2640,8700 +3123039082,20141006T000000,467500.0,3,1.75,2040,273556,1.0,0,0,3,7,2040,0,1997,0,98070,47.4361,-122.469,1790,273556 +7215420370,20150407T000000,479000.0,4,2.5,2370,30378,2.0,0,0,3,8,2370,0,1996,0,98042,47.3389,-122.066,2870,34834 +1311000270,20150416T000000,247000.0,5,2.0,1590,9350,1.0,0,0,5,7,1060,530,1962,0,98001,47.3398,-122.286,1460,8210 +7334500800,20150123T000000,299500.0,3,1.0,1380,10875,1.0,0,0,3,7,1380,0,1977,0,98045,47.4653,-121.745,1040,10875 +2832100270,20150507T000000,306888.0,4,1.5,1940,8970,1.5,0,0,3,7,1270,670,1980,0,98125,47.7297,-122.326,1960,8470 +3022079094,20141006T000000,675000.0,4,2.5,3320,244807,2.0,0,0,3,9,3320,0,2001,0,98010,47.3637,-121.955,2530,217800 +2436200320,20150421T000000,577000.0,2,1.0,1090,5265,1.5,0,0,4,7,1090,0,1947,0,98105,47.6638,-122.292,2080,4000 +1042500013,20140520T000000,219950.0,3,1.5,1650,9936,1.0,0,0,3,7,1090,560,1967,0,98003,47.3285,-122.328,1560,9890 +3897100060,20140723T000000,375000.0,3,1.5,1110,5500,1.0,0,0,3,6,1110,0,1940,1997,98033,47.6717,-122.184,1670,6600 +3188100105,20141107T000000,650000.0,4,2.5,2110,6820,1.0,0,0,5,7,1530,580,1942,0,98115,47.6882,-122.306,1420,6431 +2767604170,20150406T000000,975000.0,3,3.0,1850,5000,1.5,0,0,2,6,1850,0,1900,0,98107,47.6711,-122.386,1360,2500 +1773100765,20150429T000000,229000.0,1,1.0,600,3720,1.0,0,0,3,6,600,0,1920,0,98106,47.5558,-122.363,1480,4800 +1211000070,20140921T000000,575000.0,5,2.5,2760,4000,1.5,0,0,3,8,1730,1030,1926,2014,98122,47.6074,-122.299,1680,4000 +8920100041,20150428T000000,815000.0,4,1.75,2970,14880,1.0,0,4,5,9,1560,1410,1962,0,98075,47.5907,-122.086,3310,13388 +126059225,20140806T000000,525000.0,3,1.75,2300,43560,1.0,0,0,4,7,1350,950,1979,0,98077,47.7716,-122.101,2320,57000 +9286100320,20140606T000000,471000.0,3,2.5,2030,2805,2.0,0,0,3,8,1720,310,2001,0,98027,47.5305,-122.047,1670,2898 +4449800681,20140623T000000,450000.0,4,1.75,2160,4333,1.0,0,0,4,8,1260,900,1942,0,98117,47.6893,-122.388,1670,4426 +5505700030,20140528T000000,590000.0,3,2.0,1650,6150,2.0,0,0,4,7,1650,0,1926,1993,98116,47.5713,-122.394,1280,6150 +3260590070,20140801T000000,744000.0,4,2.5,3140,7260,2.0,0,0,3,8,2200,940,2004,0,98006,47.5664,-122.124,2860,8186 +3211240370,20141201T000000,460000.0,4,2.25,2690,36114,2.0,0,0,4,9,2690,0,1986,0,98092,47.3106,-122.116,2570,35091 +8142000060,20150313T000000,299000.0,5,2.5,1940,9389,1.0,0,0,4,7,1290,650,1960,0,98155,47.7438,-122.328,1810,9390 +5595900316,20150129T000000,231000.0,4,1.0,1220,5120,1.5,0,0,5,6,1220,0,1940,0,98022,47.205,-121.996,1540,7670 +4312700200,20140820T000000,195000.0,3,1.0,1300,9600,1.0,0,0,4,6,1300,0,1975,0,98092,47.3037,-122.107,1150,10222 +9407001600,20150423T000000,305000.0,3,1.75,1660,11500,1.0,0,0,3,7,1130,530,1979,0,98045,47.4473,-121.774,1250,11000 +5700001895,20150302T000000,895000.0,4,1.5,3390,6200,2.0,0,0,4,8,2530,860,1916,0,98144,47.58,-122.29,3080,6000 +1424200070,20140507T000000,1110000.0,4,1.5,2310,13300,1.0,0,0,3,7,1890,420,1950,0,98004,47.6232,-122.21,2840,12744 +1708400370,20140626T000000,339000.0,2,1.0,950,7954,1.0,0,0,4,7,950,0,1941,0,98108,47.557,-122.306,1180,6828 +5457801925,20150411T000000,885000.0,4,3.75,2400,3520,1.0,0,0,3,7,1370,1030,1924,2005,98109,47.6295,-122.346,2230,1419 +2895600350,20141103T000000,375000.0,3,1.0,1780,5236,1.5,0,0,5,6,1050,730,1944,0,98146,47.5119,-122.386,1260,5320 +4036801070,20140804T000000,367400.0,4,1.5,1280,7400,1.0,0,0,3,7,1280,0,1958,0,98008,47.6023,-122.123,1310,7400 +976000879,20150424T000000,700000.0,4,2.0,1930,5398,1.0,0,0,3,7,1430,500,1953,0,98119,47.646,-122.363,1910,4902 +7923100400,20150130T000000,667000.0,5,2.25,2560,10360,1.0,0,0,4,8,1870,690,1966,0,98008,47.5819,-122.126,2070,7875 +7129304200,20141222T000000,200000.0,2,1.0,920,5250,1.0,0,0,4,6,920,0,1906,0,98118,47.5177,-122.266,1210,5250 +2225069062,20150415T000000,552775.0,3,2.5,1900,18414,2.0,0,0,3,8,1900,0,1971,2007,98074,47.6326,-122.015,2900,39921 +3343903240,20140722T000000,452000.0,3,2.0,2270,148975,1.0,0,0,4,6,1270,1000,1900,1980,98056,47.5092,-122.195,2210,17388 +5095401360,20141121T000000,418000.0,3,2.5,2080,16050,1.0,0,0,5,8,1360,720,1978,0,98059,47.4694,-122.069,1790,14550 +2547200160,20150212T000000,601500.0,3,1.75,1460,10128,1.0,0,0,3,8,1460,0,1968,2000,98033,47.6709,-122.167,2240,10154 +124069032,20140505T000000,600000.0,3,1.75,1670,39639,1.0,0,0,4,8,1670,0,1976,1992,98075,47.5929,-121.989,2330,30492 +7300400320,20150424T000000,340000.0,4,2.5,2810,6481,2.0,0,0,3,9,2810,0,1998,0,98092,47.333,-122.172,2660,6958 +7212660560,20140826T000000,310000.0,3,2.5,2370,6752,2.0,0,0,3,8,2370,0,1994,0,98003,47.2703,-122.312,1870,7455 +3343902650,20141217T000000,290000.0,2,1.75,1700,18000,1.0,0,0,3,8,1700,0,1972,0,98056,47.5066,-122.194,1700,8225 +3034200036,20150424T000000,438000.0,2,1.0,1630,9255,1.0,0,0,3,7,1630,0,1941,0,98133,47.7222,-122.332,1800,8000 +1498303855,20150224T000000,718000.0,4,2.75,2930,4408,1.0,0,0,5,8,1660,1270,1939,0,98144,47.5841,-122.295,2200,4000 +1446404015,20140620T000000,200000.0,2,1.0,860,6600,1.0,0,0,5,6,860,0,1949,0,98168,47.4878,-122.324,1030,6732 +5467910140,20140528T000000,479900.0,3,2.0,1980,12150,1.0,0,0,3,9,1980,0,1994,0,98042,47.3657,-122.152,2200,12150 +2472920800,20150423T000000,400000.0,3,2.5,2080,7877,2.0,0,0,3,9,2080,0,1987,0,98058,47.4395,-122.151,2550,7660 +7147600070,20150323T000000,219950.0,3,1.0,1060,10042,1.0,0,0,4,7,1060,0,1957,0,98188,47.4434,-122.283,1130,10925 +3820350140,20140827T000000,300000.0,3,2.5,1590,3381,2.0,0,0,3,7,1590,0,2000,0,98019,47.7344,-121.986,1820,3383 +520700125,20140805T000000,437000.0,3,2.25,1980,8775,1.0,0,0,3,7,1290,690,1959,0,98177,47.7753,-122.359,1550,9240 +3211200140,20140710T000000,350000.0,4,2.0,1720,7210,1.0,0,0,3,7,860,860,1971,0,98034,47.7307,-122.239,1250,7210 +250000320,20140929T000000,626000.0,4,1.75,1350,9293,1.0,0,0,4,7,1350,0,1954,0,98004,47.6335,-122.196,1890,9293 +6139800640,20150224T000000,490000.0,3,2.5,2080,12032,2.0,0,0,3,8,2080,0,1978,0,98077,47.7455,-122.073,2320,9900 +6699000710,20140520T000000,289000.0,3,2.5,2090,4700,2.0,0,0,3,8,2090,0,2002,0,98042,47.3724,-122.104,2740,5040 +7010700550,20141114T000000,595000.0,3,2.5,2030,5100,2.0,0,0,3,7,2030,0,2008,0,98199,47.6594,-122.397,1790,4380 +5506500070,20141211T000000,676000.0,3,2.25,2680,41804,1.0,0,0,3,9,2680,0,1989,0,98045,47.4828,-121.73,2680,40866 +3293700521,20150414T000000,389000.0,3,1.75,1820,8028,1.0,0,0,3,7,1220,600,1980,0,98133,47.7466,-122.355,1940,11100 +6929604005,20140915T000000,240000.0,3,2.0,1300,5000,1.0,0,0,4,7,1300,0,1983,0,98198,47.3837,-122.304,1630,7500 +3216900070,20140617T000000,382500.0,4,2.5,2210,7079,2.0,0,0,3,8,2210,0,1993,0,98031,47.4206,-122.183,1970,7000 +7922800160,20140509T000000,511555.0,3,2.0,1400,7293,1.0,0,0,4,7,1400,0,1963,0,98008,47.586,-122.12,1600,7960 +6610000320,20140910T000000,710500.0,3,1.75,2040,4125,1.5,0,0,4,8,1540,500,1917,0,98107,47.6608,-122.359,1620,4400 +5561400140,20140521T000000,429000.0,3,2.5,2420,49928,2.0,0,0,3,8,1860,560,1985,0,98027,47.463,-122.008,2620,37301 +7686202065,20140723T000000,170000.0,4,1.75,1920,7500,1.0,0,0,4,7,1920,0,1962,0,98198,47.4222,-122.318,1490,8000 +4107100204,20140821T000000,2135000.0,4,3.25,3860,17820,1.0,0,4,4,10,2630,1230,1975,0,98004,47.6224,-122.215,4590,23760 +7214810510,20150408T000000,480000.0,5,2.75,2760,7200,1.0,0,0,3,7,1430,1330,1979,0,98072,47.7563,-122.147,2460,8750 +5350201180,20140720T000000,1665000.0,4,3.75,3450,8395,2.0,0,4,4,10,2640,810,1993,0,98122,47.6134,-122.282,3180,5183 +8148600055,20140513T000000,225000.0,3,1.0,1040,6535,1.0,0,0,3,6,1040,0,1947,0,98168,47.4906,-122.306,1100,6535 +226039270,20141201T000000,615000.0,3,1.75,2220,7224,1.0,0,2,3,8,2040,180,1975,0,98177,47.774,-122.384,2540,9990 +1220069035,20141120T000000,438950.0,4,2.5,2470,385506,2.0,0,3,3,7,2470,0,1991,0,98022,47.2396,-121.993,1680,158994 +7466900320,20150304T000000,242000.0,3,1.75,1300,9856,1.0,0,0,4,7,1300,0,1962,0,98003,47.3448,-122.298,1400,9600 +8078430030,20140716T000000,560000.0,3,2.5,1960,9686,1.0,0,0,3,8,1460,500,1989,0,98074,47.6339,-122.026,1960,8254 +9523100550,20141003T000000,857500.0,3,1.5,2040,3960,2.0,0,2,5,8,2040,0,1928,0,98103,47.6658,-122.355,1540,3400 +8961970510,20140506T000000,685000.0,4,2.5,3030,7864,2.0,0,0,3,9,3030,0,1999,0,98074,47.6075,-122.017,2790,7034 +3574800810,20150403T000000,486000.0,4,3.0,2260,7336,2.0,0,0,4,7,2260,0,1977,0,98034,47.7297,-122.219,2200,7724 +7732410390,20140605T000000,749000.0,3,2.5,2670,10338,2.0,0,0,3,9,2670,0,1987,0,98007,47.6599,-122.146,2670,8866 +7697870700,20141114T000000,260000.0,3,2.5,1520,6298,2.0,0,0,3,7,1520,0,1986,0,98030,47.3687,-122.182,1670,7207 +9275702405,20150114T000000,1015000.0,3,1.75,3610,8502,1.5,0,2,3,10,2610,1000,1930,0,98126,47.583,-122.379,2900,5016 +1370804461,20150310T000000,565000.0,3,1.75,1130,5111,1.0,0,0,4,7,930,200,1942,0,98199,47.6379,-122.4,1360,4424 +4310702440,20141014T000000,355000.0,3,2.0,1480,2502,2.0,0,0,3,7,1480,0,1991,0,98103,47.6969,-122.338,1850,5000 +3935900030,20140730T000000,775000.0,5,2.0,3540,9970,2.0,0,3,3,9,3540,0,1970,0,98125,47.7108,-122.277,2280,7195 +6385800030,20150422T000000,335000.0,4,2.25,2100,7305,1.0,0,0,4,7,1050,1050,1963,0,98188,47.4676,-122.296,1760,7308 +1193000390,20140620T000000,1300000.0,5,4.0,3366,7800,2.5,0,2,3,8,2966,400,1937,0,98199,47.6466,-122.391,2340,6000 +8605900060,20140603T000000,545000.0,3,1.75,1810,3000,1.5,0,0,4,7,1810,0,1903,0,98107,47.6599,-122.363,1140,3000 +3964400160,20141118T000000,540000.0,3,1.75,1680,4240,1.5,0,0,4,7,1680,0,1926,0,98144,47.5745,-122.311,1460,4240 +1455600045,20140915T000000,687500.0,3,1.75,2450,9377,1.0,0,2,4,8,1540,910,1962,0,98125,47.7296,-122.284,2520,9725 +4031000520,20140708T000000,115000.0,1,2.0,1150,9812,1.0,0,0,4,7,1150,0,1962,0,98001,47.2951,-122.284,1200,9812 +4031000520,20141125T000000,227000.0,1,2.0,1150,9812,1.0,0,0,4,7,1150,0,1962,0,98001,47.2951,-122.284,1200,9812 +3299610240,20150429T000000,870000.0,4,2.5,3240,7621,2.0,0,2,3,9,3240,0,2003,0,98075,47.5641,-122.032,4610,7150 +1727850350,20141112T000000,1190000.0,4,2.5,3480,12164,1.5,0,0,4,11,3480,0,1984,0,98005,47.6404,-122.171,3960,16855 +5416510990,20140910T000000,375000.0,4,2.5,2800,5000,2.0,0,0,3,9,2800,0,2006,0,98038,47.3596,-122.036,2960,5092 +4154303215,20140828T000000,902000.0,3,2.75,3240,7200,1.0,0,2,3,8,1620,1620,1960,0,98118,47.567,-122.273,2700,7200 +421000465,20140617T000000,269500.0,2,1.5,1480,7276,1.0,0,0,4,6,940,540,1978,0,98056,47.4942,-122.166,1090,6710 +9164100105,20150310T000000,570000.0,3,1.0,1700,4750,1.5,0,0,4,6,1200,500,1909,0,98117,47.6819,-122.389,1550,4750 +6300000320,20140821T000000,359950.0,2,1.0,1240,7590,1.0,0,0,4,7,1040,200,1939,0,98133,47.7061,-122.34,1190,5692 +824059324,20150325T000000,1450000.0,4,3.5,3720,8301,2.0,0,0,3,10,2880,840,2008,0,98004,47.5885,-122.199,2080,9676 +259900320,20140717T000000,615000.0,3,2.5,1910,3427,2.0,0,0,3,8,1910,0,2001,0,98052,47.6324,-122.11,2240,3720 +7888200140,20140604T000000,250000.0,4,2.0,2120,8701,1.5,0,0,4,7,2120,0,1960,0,98198,47.3722,-122.308,1720,8527 +7852130550,20140916T000000,530000.0,4,2.5,3020,6788,2.0,0,0,3,7,3020,0,2002,0,98065,47.5346,-121.881,2640,5325 +2824089053,20150127T000000,474950.0,3,2.0,2250,222156,1.0,0,0,3,7,2250,0,1987,0,98065,47.542,-121.792,2110,121968 +3935900350,20150222T000000,490000.0,4,2.0,1650,6480,2.0,0,0,5,7,1650,0,1947,0,98125,47.7117,-122.286,1650,6350 +5347200162,20140528T000000,210000.0,2,1.5,880,1157,2.0,0,0,3,7,880,0,2007,0,98126,47.5188,-122.376,1070,1203 +1953400520,20141114T000000,265500.0,3,1.0,1860,9225,1.0,0,0,3,7,1860,0,1957,0,98198,47.3904,-122.3,1740,12204 +1251200045,20140620T000000,1462500.0,5,3.25,3840,4800,3.0,0,3,3,10,2750,1090,2008,0,98144,47.5929,-122.29,2060,4800 +1858600012,20140605T000000,310000.0,4,2.25,2192,12128,2.0,0,0,3,8,2192,0,2006,0,98030,47.3644,-122.2,1914,4649 +4307310400,20150409T000000,324500.0,3,2.5,1590,4108,2.0,0,0,3,7,1590,0,2003,0,98056,47.4832,-122.181,2160,3912 +6708200320,20140929T000000,599000.0,4,4.75,3700,11000,1.0,0,0,4,7,1840,1860,1962,0,98028,47.768,-122.251,1720,11564 +1473060030,20140709T000000,525000.0,4,2.5,3670,9958,2.0,0,0,3,10,3670,0,2005,0,98058,47.4617,-122.159,3300,10679 +6163901382,20140515T000000,400000.0,3,1.0,1630,10304,1.0,0,0,5,7,1630,0,1953,0,98155,47.7548,-122.317,1480,8515 +617000030,20141223T000000,887500.0,3,3.0,4230,54977,2.0,0,3,3,9,3780,450,1951,2000,98166,47.4176,-122.343,2880,27201 +2887700875,20140723T000000,344000.0,2,1.0,1060,3325,1.5,0,0,4,6,770,290,1932,0,98115,47.6896,-122.307,1820,4275 +9465910030,20140515T000000,525000.0,3,2.5,2700,7434,2.0,0,0,3,9,2700,0,1991,0,98072,47.7434,-122.174,2660,8405 +6918710340,20140822T000000,385000.0,3,2.25,2110,8000,2.0,0,0,3,8,2110,0,1975,0,98034,47.7311,-122.204,1740,7270 +629810560,20141217T000000,820000.0,4,2.5,3720,8633,2.0,0,0,3,10,3720,0,1999,0,98074,47.6085,-122.013,3515,9660 +1025039320,20150427T000000,1305000.0,4,3.5,3440,5000,2.0,0,0,3,11,2560,880,2006,0,98199,47.6672,-122.409,3090,10241 +3575200030,20140729T000000,549000.0,4,2.25,2420,59800,1.0,0,0,4,8,1350,1070,1985,0,98074,47.6206,-122.056,2160,17598 +3298701070,20150225T000000,180000.0,3,1.0,1090,6771,1.5,0,0,3,7,1090,0,1929,0,98106,47.5177,-122.353,1230,4662 +7852011040,20140521T000000,589000.0,4,2.5,2910,5776,2.0,0,2,3,8,2910,0,1998,0,98065,47.5388,-121.87,2550,6750 +1705400350,20150127T000000,350000.0,3,1.0,1050,5518,1.0,0,0,3,7,1050,0,1948,0,98118,47.5564,-122.278,1490,4269 +7682200320,20150409T000000,197400.0,3,2.0,1610,7575,1.0,0,0,4,7,1110,500,1965,0,98003,47.334,-122.3,1920,8400 +3814701090,20140806T000000,267000.0,3,2.5,1760,6477,2.0,0,0,4,8,1760,0,1986,0,98030,47.3731,-122.172,1890,6800 +8099800340,20141224T000000,480000.0,3,1.5,1540,20281,1.0,0,0,3,7,1540,0,1977,0,98075,47.5817,-122.007,1710,21090 +5418200340,20141013T000000,650000.0,4,2.5,2580,9450,1.0,0,0,4,8,1660,920,1959,0,98125,47.703,-122.28,2060,9450 +2767601805,20150213T000000,600000.0,2,1.0,1370,5000,1.5,0,0,3,7,1370,0,1905,0,98107,47.6744,-122.383,1500,5000 +8682280340,20150430T000000,490000.0,2,1.75,1440,6265,1.0,0,0,3,8,1440,0,2005,0,98053,47.7028,-122.013,1810,5209 +1432900030,20141121T000000,225000.0,3,1.0,1410,7700,1.0,0,0,3,7,980,430,1962,0,98058,47.4577,-122.171,1510,7700 +1546600125,20140703T000000,640000.0,3,2.25,1980,10115,1.0,0,0,3,8,1980,0,1959,0,98005,47.6384,-122.174,2800,10143 +7560000070,20140610T000000,710000.0,3,3.5,2440,3427,2.0,0,0,3,7,1990,450,2000,0,98005,47.589,-122.165,2440,2601 +2130200160,20140609T000000,325000.0,3,2.0,1350,11805,1.0,0,0,3,7,1350,0,1986,0,98019,47.7313,-121.971,1350,14200 +9238430140,20140725T000000,595000.0,3,3.25,3130,28001,1.0,0,0,3,9,2210,920,1985,0,98072,47.7741,-122.122,2710,34999 +7116000350,20140718T000000,128750.0,3,1.0,880,7004,1.0,0,0,3,5,880,0,1950,0,98002,47.3019,-122.216,880,7828 +4039500390,20141017T000000,465000.0,3,2.25,1920,7300,1.0,0,0,3,7,1240,680,1961,0,98008,47.6078,-122.128,1920,7700 +8031700186,20140726T000000,710000.0,4,1.75,2700,7625,1.0,0,0,4,8,1450,1250,1937,0,98115,47.6838,-122.323,1760,3300 +7625702505,20150306T000000,605000.0,4,2.75,1670,6000,1.0,0,0,5,7,840,830,1917,0,98136,47.5496,-122.385,1100,6000 +7511000140,20140808T000000,994000.0,4,2.5,3470,20445,2.0,0,0,4,10,3470,0,1963,0,98040,47.547,-122.219,3360,21950 +3191000030,20140619T000000,489950.0,3,2.25,1820,7326,2.0,0,0,3,8,1820,0,1983,0,98034,47.7133,-122.217,2430,7696 +6150700394,20140506T000000,365000.0,3,1.5,1310,8160,1.0,0,0,3,7,1310,0,1950,0,98133,47.7291,-122.339,1090,7560 +1786640030,20150202T000000,359950.0,3,2.0,1790,7212,1.0,0,0,4,8,1790,0,1998,0,98042,47.3898,-122.154,2330,7212 +7708200400,20140929T000000,495000.0,4,2.5,2460,4774,2.0,0,0,3,8,2460,0,2006,0,98059,47.4912,-122.145,2510,4399 +4406000390,20140521T000000,255000.0,3,1.5,1060,9039,1.0,0,0,3,7,1060,0,1973,2013,98058,47.4293,-122.151,1410,9515 +1926059094,20140812T000000,330000.0,3,1.75,1340,10276,1.0,0,0,4,7,1340,0,1961,0,98034,47.7207,-122.222,2950,7987 +9413500350,20140707T000000,450000.0,3,1.75,1480,8394,1.0,0,0,4,8,1480,0,1971,0,98052,47.6634,-122.144,1920,9184 +7853240310,20150318T000000,655000.0,4,2.5,3500,11306,2.0,0,2,3,9,3500,0,2005,0,98065,47.5428,-121.861,3180,8028 +5152800030,20150421T000000,485000.0,4,2.75,2910,16362,1.0,0,2,4,9,2120,790,1969,0,98003,47.3397,-122.322,2850,14904 +1775950030,20140812T000000,375000.0,4,1.75,1940,15909,1.0,0,0,3,8,970,970,1974,0,98072,47.7578,-122.094,1940,15120 +4221250320,20141017T000000,570000.0,4,2.5,2280,4534,2.0,0,0,3,8,2280,0,2003,0,98075,47.5902,-122.018,2246,4534 +6749700117,20150423T000000,350000.0,3,2.25,1190,1022,3.0,0,0,3,8,1190,0,1998,0,98103,47.6972,-122.349,1210,1171 +290000075,20150225T000000,550000.0,3,1.0,1260,6000,1.0,0,3,3,7,1260,0,1951,0,98146,47.5058,-122.384,2020,6600 +1842100160,20140731T000000,513000.0,5,2.0,2270,8652,1.0,0,0,3,7,1150,1120,1965,0,98052,47.6692,-122.151,1950,8050 +4365200055,20141205T000000,450000.0,4,2.25,1990,7320,1.0,0,0,4,7,1030,960,1965,0,98126,47.5237,-122.376,1320,7320 +3644100030,20150209T000000,432500.0,4,1.75,1500,1856,1.0,0,0,5,7,750,750,1901,0,98144,47.5917,-122.296,1220,1739 +3220079017,20150213T000000,432000.0,5,2.75,2060,329903,1.5,0,3,5,7,2060,0,1989,0,98022,47.1776,-121.944,2240,220232 +8121200710,20150123T000000,480000.0,3,2.25,1950,8892,2.0,0,0,3,8,1950,0,1983,0,98052,47.7213,-122.11,1900,8750 +3574801740,20140728T000000,402200.0,3,1.75,1790,6980,1.0,0,0,3,7,1330,460,1980,0,98034,47.7311,-122.226,1770,8081 +644000102,20150413T000000,650000.0,3,1.0,1520,10227,1.0,0,0,4,6,1520,0,1951,0,98004,47.5872,-122.196,2710,10912 +5315100784,20150424T000000,1199500.0,4,2.5,3240,13044,2.0,0,0,4,9,3240,0,1984,0,98040,47.5825,-122.242,2920,13044 +9578200030,20140728T000000,312000.0,3,2.0,2440,13250,1.0,0,0,4,8,1440,1000,1977,0,98030,47.375,-122.227,2400,10650 +2313900810,20150402T000000,610000.0,4,2.0,2220,5821,1.5,0,0,4,7,1380,840,1916,0,98116,47.5723,-122.382,1850,5000 +1623300055,20150323T000000,823000.0,5,1.75,2640,7722,1.5,0,0,4,7,1650,990,1915,0,98117,47.6802,-122.361,1750,4000 +9191200435,20141113T000000,471000.0,4,1.75,1450,3750,1.0,0,0,4,7,950,500,1925,0,98105,47.6706,-122.3,1850,4000 +2591020560,20140702T000000,481015.0,3,2.25,1550,5511,2.0,0,0,3,8,1550,0,1987,0,98033,47.6946,-122.185,1620,5511 +1923000260,20141015T000000,1959000.0,5,4.5,6200,23373,3.0,0,1,4,11,5050,1150,1988,0,98040,47.5632,-122.215,3700,14486 +2193300390,20140923T000000,624000.0,4,3.25,2810,11250,1.0,0,0,3,8,1680,1130,1980,0,98052,47.692,-122.099,2110,11250 +7016200030,20150320T000000,480000.0,4,2.5,2080,7966,1.0,0,0,3,7,1200,880,1970,0,98011,47.7393,-122.181,1920,7500 +727500030,20140715T000000,815000.0,3,1.5,1370,8671,1.0,0,0,3,7,1370,0,1955,0,98004,47.6217,-122.198,1580,8671 +1651800030,20140829T000000,1650000.0,4,2.25,2920,20400,1.0,0,0,4,11,2920,0,1966,0,98004,47.6237,-122.228,3080,20400 +623049094,20140516T000000,180000.0,3,1.0,1000,18513,1.0,0,0,3,6,1000,0,1940,0,98146,47.5118,-122.348,1280,8113 +2538800030,20150217T000000,156601.0,2,1.75,1210,9750,1.0,0,0,3,7,1210,0,1984,0,98038,47.3438,-122.037,1650,9750 +7714000310,20140719T000000,374950.0,4,2.5,2790,4650,2.0,0,0,3,8,2790,0,2004,0,98038,47.3557,-122.026,2850,4650 +254000075,20140519T000000,368000.0,2,1.5,1660,4680,1.0,0,0,5,6,830,830,1908,0,98146,47.5134,-122.388,1930,5400 +1257201375,20141202T000000,550000.0,3,2.0,1650,3952,2.0,0,0,3,7,1650,0,1950,0,98103,47.6727,-122.33,1210,4560 +8856004582,20140717T000000,198000.0,3,1.75,1300,6318,1.0,0,0,3,7,1300,0,1980,0,98001,47.2752,-122.251,1150,8002 +3205400240,20140513T000000,345000.0,3,1.75,1090,7200,1.0,0,0,3,7,1090,0,1968,0,98034,47.7227,-122.179,1240,7200 +3738000070,20150309T000000,1712750.0,5,2.5,2660,6572,1.0,0,0,5,9,1960,700,1959,0,98039,47.6176,-122.223,3960,14595 +8856001090,20150130T000000,185900.0,3,1.0,940,10890,1.0,0,0,4,5,940,0,1909,0,98001,47.2763,-122.257,1370,10255 +3224500240,20140617T000000,950000.0,3,2.75,2750,18029,1.0,0,2,5,9,1810,940,1978,0,98006,47.5617,-122.134,2850,10021 +4139460390,20140620T000000,995000.0,4,4.5,3850,13551,2.0,0,2,3,10,3000,850,1998,0,98006,47.5522,-122.103,3480,10737 +3531900060,20140802T000000,345000.0,2,1.0,860,8250,1.0,0,0,3,7,860,0,1940,0,98133,47.7132,-122.334,1780,11200 +4457300135,20141105T000000,741000.0,4,2.75,2070,10125,1.0,0,0,3,7,1390,680,1962,0,98040,47.5697,-122.219,1850,10125 +8682292090,20140709T000000,737000.0,2,2.25,2290,9772,1.0,0,0,3,8,2290,0,2007,0,98053,47.7199,-122.025,1810,6077 +7278700069,20140521T000000,668750.0,4,2.5,2340,6420,1.0,0,2,3,8,1590,750,1964,0,98177,47.7728,-122.386,2110,10856 +5710610800,20140702T000000,575000.0,3,1.75,2680,8625,1.0,0,0,5,8,1590,1090,1974,0,98027,47.5316,-122.056,2620,14275 +8651443420,20141017T000000,280000.0,4,2.0,1710,5440,1.0,0,0,5,8,1030,680,1976,0,98042,47.366,-122.093,1620,6696 +7751800070,20140804T000000,583000.0,3,1.5,1800,10050,1.0,0,0,3,7,1800,0,1955,0,98008,47.6344,-122.126,1610,10050 +2570600140,20150128T000000,196000.0,3,2.25,1510,9600,1.0,0,0,1,7,1090,420,1966,0,98028,47.7758,-122.238,1870,10681 +1565950260,20140515T000000,349950.0,3,2.5,1700,7496,2.0,0,0,3,8,1700,0,1994,0,98055,47.432,-122.189,2280,7496 +7550801170,20141211T000000,429000.0,4,1.0,1350,3333,1.5,0,0,3,7,1350,0,1912,0,98107,47.6727,-122.397,1530,5000 +6648701740,20150220T000000,270000.0,5,2.5,2140,10320,1.0,0,0,4,7,1330,810,1967,0,98031,47.3927,-122.194,2050,8964 +7529500030,20140909T000000,385000.0,6,4.0,2700,7416,1.0,0,0,3,7,1350,1350,1969,0,98108,47.5525,-122.3,2260,5324 +9523102420,20140922T000000,535000.0,1,1.0,920,5000,1.0,0,3,4,7,920,0,1906,0,98103,47.6748,-122.352,1890,5000 +7283900521,20150420T000000,352500.0,3,1.75,1500,10269,1.0,0,0,3,7,1030,470,1958,0,98133,47.7672,-122.348,2090,10269 +7519001275,20150301T000000,624000.0,3,1.75,1510,5200,1.0,0,0,4,7,860,650,1922,0,98117,47.6864,-122.365,1650,4160 +1432900350,20141217T000000,215000.0,5,1.5,1980,7958,1.5,0,0,3,7,1980,0,1962,0,98058,47.4571,-122.17,1510,8438 +1924059248,20140602T000000,870000.0,4,3.0,4500,21780,2.0,0,2,3,9,3040,1460,1980,0,98040,47.5581,-122.213,3540,20473 +6649500060,20140729T000000,440000.0,4,2.5,3220,8256,2.0,0,0,3,8,2610,610,2006,0,98059,47.495,-122.155,2500,9472 +2254501342,20150505T000000,518000.0,2,1.5,1140,1149,2.0,0,0,3,7,940,200,2001,0,98122,47.6124,-122.314,1460,1149 +2025700260,20150325T000000,259500.0,3,2.25,1490,7589,2.0,0,0,3,7,1490,0,1993,0,98038,47.3474,-122.037,1510,6603 +2386000070,20141029T000000,795127.0,4,3.25,4360,91158,1.0,0,0,3,10,3360,1000,1993,0,98053,47.6398,-121.985,3540,90940 +2206500105,20140818T000000,290000.0,3,1.0,960,9000,1.0,0,0,4,7,960,0,1955,0,98006,47.5765,-122.154,1520,9000 +1953400045,20150423T000000,385000.0,4,3.0,2253,7700,2.0,0,0,3,7,2253,0,1957,2014,98198,47.3935,-122.3,1786,9052 +3996900575,20141007T000000,259950.0,2,1.0,770,6542,1.0,0,0,3,6,770,0,1948,0,98155,47.747,-122.301,1120,8149 +869700350,20150429T000000,330000.0,2,2.5,1310,2915,2.0,0,0,3,8,1310,0,1999,0,98059,47.4911,-122.154,1310,3425 +7387500335,20141219T000000,280000.0,3,1.0,980,7480,1.0,0,0,3,6,830,150,1948,0,98106,47.5206,-122.363,1140,7480 +6795100563,20140701T000000,595000.0,4,2.5,1820,20011,2.0,0,0,3,8,1820,0,1987,0,98075,47.5842,-122.045,2710,33915 +8001470560,20141117T000000,925900.0,4,3.75,3980,7828,2.0,0,0,3,10,3980,0,2001,0,98074,47.6303,-122.065,3980,8910 +4140100200,20140808T000000,499000.0,3,2.25,3010,9600,2.0,0,0,3,8,2410,600,1978,0,98028,47.7671,-122.263,2620,9660 +7212650510,20150403T000000,325000.0,4,2.5,1830,7762,2.0,0,0,3,8,1830,0,1993,0,98003,47.267,-122.31,2109,8966 +686800070,20140610T000000,895000.0,5,2.5,2550,20875,1.0,0,0,4,9,1610,940,1953,0,98004,47.6336,-122.192,2510,21673 +5126900200,20150429T000000,162248.0,2,1.0,800,8960,1.0,0,0,4,6,800,0,1944,0,98058,47.4756,-122.174,850,8082 +6329000070,20141015T000000,1072500.0,3,2.25,2890,21480,2.0,0,4,3,8,1790,1100,1941,1989,98146,47.5027,-122.381,2110,8107 +5430300171,20140703T000000,430000.0,3,1.5,1810,5080,1.0,0,0,3,7,1030,780,1958,0,98115,47.6819,-122.287,1780,7620 +5430300171,20150129T000000,615500.0,3,1.5,1810,5080,1.0,0,0,3,7,1030,780,1958,0,98115,47.6819,-122.287,1780,7620 +2742100016,20150416T000000,260000.0,3,1.0,940,5650,1.0,0,0,3,6,940,0,1949,0,98118,47.5551,-122.292,1180,5276 +1324079082,20141117T000000,295000.0,4,2.0,1810,42981,1.0,0,0,4,7,1810,0,1973,0,98024,47.5597,-121.85,1980,113691 +1422200496,20140924T000000,1186040.0,3,1.75,2550,6117,2.0,0,0,3,9,1650,900,1951,2004,98122,47.6109,-122.285,2100,4967 +3754500566,20141120T000000,749950.0,4,2.5,2370,2971,2.0,0,2,3,9,2080,290,2008,0,98034,47.7064,-122.224,2970,7500 +5132000140,20140618T000000,175000.0,6,1.0,1370,5080,1.5,0,0,3,6,1120,250,1931,0,98106,47.5238,-122.35,1020,5080 +5132000140,20150120T000000,415000.0,6,1.0,1370,5080,1.5,0,0,3,6,1120,250,1931,0,98106,47.5238,-122.35,1020,5080 +6131600240,20141119T000000,190000.0,3,1.0,1200,8316,1.0,0,0,4,6,1200,0,1953,0,98002,47.3231,-122.215,1250,8316 +2768000295,20150417T000000,625000.0,3,1.75,2100,3264,1.5,0,0,5,7,1350,750,1912,0,98107,47.6702,-122.364,1720,3750 +4046600320,20140826T000000,420000.0,3,2.25,2020,21010,2.0,0,0,3,7,2020,0,1995,0,98014,47.6988,-121.915,1850,18151 +1598600320,20150416T000000,339900.0,4,1.5,1570,9210,1.0,0,2,3,7,1400,170,1965,0,98030,47.3864,-122.22,2326,9210 +4140900270,20150427T000000,160000.0,2,1.0,1140,23030,1.0,0,0,3,8,1140,0,1980,0,98028,47.7637,-122.266,1850,14260 +5104510060,20141215T000000,353000.0,4,2.5,1830,5331,2.0,0,0,3,7,1830,0,2002,0,98038,47.3557,-122.016,1830,5175 +3578400710,20150206T000000,390000.0,3,2.0,1010,14183,1.0,0,0,3,8,1010,0,1982,0,98074,47.6232,-122.043,1750,11700 +4036400030,20150305T000000,675000.0,4,2.5,1770,9858,1.0,0,2,3,8,1770,0,1971,0,98155,47.7382,-122.287,2470,9858 +6084200060,20150313T000000,400000.0,3,2.5,2120,3757,2.0,0,0,3,7,2120,0,2006,0,98059,47.4787,-122.128,2230,4103 +1251200055,20140626T000000,1340000.0,4,3.5,3190,5040,2.0,0,3,3,10,2160,1030,2003,0,98144,47.5928,-122.29,2390,4800 +8964800860,20150209T000000,1650000.0,4,2.5,2780,11904,1.0,0,1,5,8,1730,1050,1951,0,98004,47.6209,-122.216,3590,13860 +9551200270,20140825T000000,1000000.0,5,3.0,3350,9450,2.0,0,0,5,8,2180,1170,1912,1980,98103,47.6705,-122.34,2660,4500 +3226059128,20140618T000000,850000.0,5,3.5,3450,28324,1.0,0,0,5,8,2350,1100,1972,0,98033,47.6991,-122.196,2640,14978 +3438500798,20140715T000000,275000.0,3,1.5,1060,6954,1.0,0,0,4,6,1060,0,1983,0,98106,47.5498,-122.355,1560,6954 +5151600390,20141113T000000,305000.0,4,1.75,2251,12731,1.0,0,1,4,8,1390,861,1957,0,98003,47.3369,-122.32,2520,12539 +4172100240,20140902T000000,643002.0,3,2.5,1770,3744,1.5,0,0,3,7,1270,500,1929,0,98117,47.6807,-122.364,1400,4680 +5422560830,20150413T000000,468000.0,2,1.75,1510,4500,1.0,0,0,3,8,1510,0,1978,0,98052,47.6644,-122.13,1740,6000 +5104520640,20150220T000000,324950.0,4,2.5,1770,5000,2.0,0,0,3,7,1770,0,2004,0,98038,47.3506,-122.006,2080,5100 +8078550320,20150326T000000,290000.0,3,2.0,1260,7346,1.0,0,0,3,7,1260,0,1987,0,98031,47.4034,-122.176,1460,7363 +8099600160,20150429T000000,488500.0,3,2.0,1710,10959,1.0,0,0,4,7,1030,680,1981,0,98033,47.697,-122.199,1710,10498 +7287700059,20140813T000000,367950.0,3,1.75,2290,8234,1.0,0,0,4,7,1250,1040,1950,0,98133,47.7611,-122.351,1660,7200 +8862000075,20150220T000000,285000.0,2,1.0,790,6555,1.0,0,0,2,6,790,0,1956,0,98146,47.5015,-122.35,1440,7601 +8887001625,20150410T000000,417000.0,3,2.75,1820,52889,2.0,0,0,3,8,1820,0,1991,0,98070,47.501,-122.463,1820,45528 +9464700340,20140708T000000,1115000.0,4,2.5,3180,31931,1.0,0,0,4,10,2390,790,1978,0,98007,47.6388,-122.149,3180,35007 +5451300117,20150422T000000,1550000.0,4,4.0,5280,17677,2.0,0,3,3,11,3220,2060,1978,0,98040,47.5323,-122.238,3470,17474 +587550340,20140502T000000,604000.0,3,2.5,3240,33151,2.0,0,2,3,10,3240,0,1995,0,98023,47.3256,-122.378,4050,24967 +2591820070,20150428T000000,380000.0,3,2.5,2390,8102,2.0,0,0,4,8,2390,0,1986,0,98058,47.4378,-122.16,2310,8606 +6679000960,20141116T000000,336500.0,4,2.5,2500,5264,2.0,0,0,3,7,2500,0,2003,0,98038,47.3853,-122.028,1960,5250 +9138100350,20150218T000000,685000.0,4,2.0,2290,6000,1.5,0,3,5,7,2290,0,1900,0,98115,47.6807,-122.318,2000,3150 +6065300370,20150506T000000,4208000.0,5,6.0,7440,21540,2.0,0,0,3,12,5550,1890,2003,0,98006,47.5692,-122.189,4740,19329 +5315100393,20141211T000000,670000.0,3,1.0,1600,16868,1.0,0,1,3,7,990,610,1946,0,98040,47.5872,-122.241,2600,12735 +5244800695,20140616T000000,524000.0,2,1.0,1120,2000,1.5,0,0,3,7,1120,0,1910,0,98109,47.6454,-122.354,1500,4000 +3584000400,20141211T000000,172000.0,3,1.0,1340,10260,1.0,0,0,3,7,1340,0,1968,0,98003,47.3173,-122.317,1250,8775 +6746701090,20140619T000000,680000.0,6,2.0,1670,3000,1.0,0,0,5,7,900,770,1911,0,98105,47.6637,-122.316,1330,1099 +2421059017,20140523T000000,549900.0,4,3.0,2830,213879,2.0,0,0,4,8,2830,0,1987,0,98092,47.2925,-122.107,2250,213008 +4053200926,20141205T000000,357000.0,4,2.75,2700,49428,1.0,0,0,4,9,2700,0,1988,0,98042,47.3168,-122.079,2728,85905 +7899800045,20140828T000000,107000.0,3,1.5,910,5120,1.0,0,0,3,6,910,0,1973,0,98106,47.5238,-122.356,1410,5132 +7899800045,20141202T000000,232900.0,3,1.5,910,5120,1.0,0,0,3,6,910,0,1973,0,98106,47.5238,-122.356,1410,5132 +9482700075,20150112T000000,800000.0,4,3.5,2370,3302,2.0,0,0,3,8,1610,760,1926,2014,98103,47.684,-122.341,2170,3800 +6300000368,20150327T000000,248500.0,2,1.5,880,1498,2.0,0,0,3,7,880,0,1999,0,98133,47.7063,-122.342,880,5060 +5135000160,20140612T000000,670000.0,3,2.5,2050,6420,1.0,0,3,3,8,1730,320,1956,0,98116,47.5708,-122.405,2370,7620 +1022069050,20150227T000000,207000.0,3,1.75,1180,21275,1.0,0,0,4,6,1180,0,1958,0,98038,47.4018,-122.037,1490,35100 +2599000370,20141103T000000,164000.0,3,1.0,1070,8250,1.0,0,0,3,7,1070,0,1961,0,98092,47.2899,-122.192,1190,8250 +2652500126,20150217T000000,570500.0,2,1.0,1380,1800,2.0,0,0,3,7,1080,300,1954,0,98119,47.6416,-122.361,1600,3600 +2923500550,20140625T000000,599990.0,3,2.25,2680,9162,1.0,0,0,3,8,1570,1110,1978,0,98027,47.5683,-122.091,2480,8261 +3760100200,20141006T000000,395000.0,5,1.75,2100,9599,1.0,0,0,3,7,1060,1040,1961,0,98034,47.7097,-122.216,1680,10712 +1226069045,20140827T000000,979500.0,4,3.75,4133,361548,2.0,0,0,3,11,4133,0,2000,0,98019,47.7479,-121.972,1970,291416 +3935900232,20140929T000000,207000.0,3,1.0,920,5546,1.0,0,0,2,6,920,0,1928,0,98125,47.7114,-122.284,1300,5546 +3935900232,20150112T000000,237000.0,3,1.0,920,5546,1.0,0,0,2,6,920,0,1928,0,98125,47.7114,-122.284,1300,5546 +224069105,20150410T000000,650100.0,2,1.0,1750,60872,1.0,0,0,4,7,1180,570,1973,0,98075,47.5946,-122.006,2480,5425 +8087800400,20141201T000000,385000.0,4,2.5,1950,7350,1.0,0,0,3,7,1150,800,1963,0,98052,47.656,-122.134,2050,9068 +723049301,20140813T000000,335000.0,2,1.75,1660,11437,2.0,0,0,3,7,1660,0,1958,1992,98146,47.4899,-122.339,1290,7860 +4136920030,20140524T000000,347000.0,4,1.5,2670,10026,2.0,0,0,3,8,2670,0,1996,0,98092,47.2659,-122.215,2420,11900 +7686203385,20150326T000000,204000.0,3,1.0,980,8000,1.0,0,0,4,6,980,0,1954,0,98198,47.42,-122.317,1240,8000 +7922710520,20150507T000000,615000.0,4,2.25,1780,10260,2.0,0,0,3,8,1780,0,1971,0,98052,47.6647,-122.142,2360,10080 +824059293,20141028T000000,943500.0,3,2.25,2370,10890,2.0,0,0,4,7,2370,0,1980,0,98004,47.5827,-122.197,2370,9514 +3959400335,20150423T000000,560000.0,3,2.0,1640,7333,1.0,0,0,4,7,1020,620,1941,0,98108,47.5636,-122.316,2130,4933 +6072760390,20150407T000000,547500.0,4,2.5,2610,7254,1.0,0,0,2,8,1610,1000,1975,0,98006,47.5618,-122.176,2250,7407 +2787700030,20141010T000000,359500.0,4,1.75,2030,7210,1.0,0,0,3,7,1450,580,1968,0,98059,47.5067,-122.164,1750,8387 +6446200060,20150401T000000,660000.0,3,2.5,2590,35640,1.0,0,0,3,9,2590,0,1987,0,98029,47.5516,-122.03,2590,31200 +1545800710,20140523T000000,258000.0,3,1.75,1620,7540,1.0,0,0,3,7,1310,310,1988,0,98038,47.3635,-122.052,1580,7540 +3522059196,20140627T000000,355000.0,3,1.75,2040,22693,1.0,0,0,4,8,2040,0,1980,0,98042,47.3519,-122.14,1950,6280 +4365200186,20140606T000000,253500.0,2,1.0,810,4800,1.0,0,0,3,7,810,0,1948,0,98126,47.5232,-122.375,1240,7740 +2064800890,20150415T000000,422500.0,3,1.0,1270,8920,1.0,0,0,5,7,1270,0,1969,0,98056,47.534,-122.172,1590,8589 +9268710390,20141113T000000,239000.0,2,2.0,1470,2052,1.5,0,0,3,7,1470,0,1986,0,98003,47.3086,-122.328,1470,2052 +2273600260,20150403T000000,628000.0,3,2.25,1720,8521,1.0,0,0,4,7,1140,580,1984,0,98033,47.6882,-122.184,1530,8692 +9206950200,20150310T000000,352000.0,2,2.5,1320,1957,1.0,0,0,3,8,660,660,2004,0,98106,47.5364,-122.365,1420,2198 +2291400341,20150203T000000,311600.0,3,2.25,1358,1196,3.0,0,0,3,7,1358,0,2007,0,98133,47.7052,-122.346,1358,1196 +1311400350,20141009T000000,235000.0,4,1.5,2070,7245,1.0,0,0,4,7,1060,1010,1964,0,98001,47.3417,-122.281,1450,7350 +191100810,20140811T000000,870000.0,5,2.25,2910,9525,2.0,0,0,4,9,2910,0,1968,0,98040,47.5633,-122.218,2740,9525 +7895500550,20150319T000000,190848.0,4,1.5,1370,7904,1.0,0,0,3,7,900,470,1970,0,98001,47.3344,-122.28,1370,7900 +9221400335,20141001T000000,570000.0,4,1.75,2340,5080,1.0,0,0,5,7,1170,1170,1924,0,98115,47.6746,-122.32,1270,3270 +6087100070,20140523T000000,661254.0,4,4.0,2290,6250,1.5,0,0,5,7,1690,600,1940,0,98116,47.5824,-122.384,1920,4335 +3052700695,20140507T000000,575000.0,4,2.0,1650,5000,1.0,0,0,3,7,1650,0,1955,0,98117,47.6781,-122.374,1690,2276 +6150200435,20140513T000000,230000.0,2,0.75,650,5360,1.0,0,0,4,5,650,0,1931,0,98133,47.7281,-122.335,1110,6700 +5423040140,20150402T000000,680000.0,3,2.25,2300,9914,2.0,0,0,4,8,2300,0,1980,0,98027,47.5677,-122.086,2240,9032 +123039336,20140611T000000,148000.0,1,1.0,620,8261,1.0,0,0,3,5,620,0,1939,0,98106,47.5138,-122.364,1180,8244 +123039336,20141208T000000,244900.0,1,1.0,620,8261,1.0,0,0,3,5,620,0,1939,0,98106,47.5138,-122.364,1180,8244 +1446401290,20141030T000000,214950.0,3,1.0,1400,6600,1.0,0,0,3,6,1280,120,1954,0,98168,47.4845,-122.331,1730,6600 +8010100135,20141030T000000,580000.0,3,1.5,1800,6250,1.0,0,0,3,8,1420,380,1947,0,98116,47.5778,-122.389,1800,5625 +8899000140,20140828T000000,263000.0,3,1.5,1300,7885,1.0,0,0,3,7,1300,0,1968,0,98055,47.4556,-122.209,1840,7600 +2172000570,20140624T000000,317000.0,5,2.5,2360,11375,1.0,0,0,4,7,1180,1180,1962,0,98178,47.4875,-122.255,1160,7800 +1471701200,20141022T000000,302000.0,4,3.0,3320,13500,1.0,0,0,3,7,1750,1570,1963,0,98059,47.4596,-122.065,1830,13800 +9808700370,20140623T000000,899000.0,3,1.0,1480,6978,2.0,0,0,4,8,1480,0,1949,1985,98004,47.6497,-122.217,2660,13062 +904000045,20140623T000000,1289000.0,3,2.5,2190,11394,1.0,0,0,3,8,1550,640,1956,0,98199,47.6685,-122.409,2190,9540 +7680400140,20140626T000000,710000.0,3,3.25,3740,136915,2.5,0,0,3,11,3100,640,1990,0,98166,47.4549,-122.363,2400,16104 +3291800140,20141107T000000,230000.0,3,1.0,1360,9310,1.0,0,0,4,7,1020,340,1980,0,98056,47.4901,-122.185,1480,8330 +3624039074,20150504T000000,430000.0,3,1.0,1210,5200,1.0,0,0,3,6,1210,0,1941,0,98126,47.531,-122.373,890,5200 +98001070,20140818T000000,1169000.0,5,4.25,4610,13252,2.0,0,4,3,11,4610,0,2004,0,98075,47.5878,-121.969,4400,15154 +5100402767,20141014T000000,397000.0,3,1.0,860,6380,1.5,0,0,4,7,860,0,1927,0,98115,47.6942,-122.315,1250,6380 +2826049070,20150225T000000,595000.0,3,2.5,2250,8300,2.0,0,0,3,8,2250,0,2003,0,98125,47.7174,-122.308,1790,7626 +9414610240,20150310T000000,485000.0,3,1.75,2030,10089,1.0,0,0,4,8,1330,700,1976,0,98027,47.5217,-122.05,2030,9827 +4019301160,20140627T000000,755000.0,5,2.5,3260,24300,1.5,0,1,4,8,2310,950,1950,0,98155,47.7587,-122.274,2390,32057 +1217000340,20140606T000000,185000.0,3,1.0,1840,8100,1.0,0,0,4,7,920,920,1953,0,98166,47.455,-122.35,1250,8100 +1217000340,20150219T000000,340000.0,3,1.0,1840,8100,1.0,0,0,4,7,920,920,1953,0,98166,47.455,-122.35,1250,8100 +8081650400,20140624T000000,236000.0,4,2.75,2000,5827,2.0,0,0,3,7,2000,0,1997,0,98038,47.3629,-122.026,1710,6929 +9465910310,20140919T000000,550000.0,4,2.5,2810,7549,2.0,0,0,3,9,2810,0,1992,0,98072,47.7441,-122.173,2750,7642 +9468200163,20140709T000000,680000.0,3,2.0,1780,5720,1.0,0,0,5,7,980,800,1925,0,98103,47.6794,-122.351,1620,5050 +305000310,20150421T000000,630000.0,4,2.5,2540,8706,2.0,0,0,3,9,2540,0,1997,0,98075,47.5855,-122.031,2540,6239 +2624049035,20140617T000000,560000.0,3,2.0,2340,3477,1.0,0,1,5,7,1170,1170,1971,0,98118,47.54,-122.267,2110,6300 +8098400135,20140513T000000,385000.0,3,2.0,1480,6600,1.0,0,2,3,7,740,740,1943,0,98146,47.5081,-122.385,1250,7300 +2291400342,20141022T000000,280000.0,3,2.25,1358,1141,3.0,0,0,3,7,1358,0,2007,0,98133,47.7052,-122.346,1358,1196 +4051110240,20140825T000000,225000.0,3,2.5,1750,7490,1.0,0,0,4,7,1180,570,1979,0,98042,47.3746,-122.149,1570,7490 +3024059078,20140605T000000,610000.0,4,1.75,1830,29110,2.0,0,0,3,8,1230,600,1990,0,98040,47.5449,-122.215,3630,16488 +3182100105,20141209T000000,592500.0,3,2.0,1170,6750,1.0,0,0,5,7,800,370,1947,0,98115,47.6752,-122.281,1330,6750 +6705850140,20141009T000000,750000.0,4,2.75,3170,7634,2.0,0,0,3,10,3170,0,1992,0,98075,47.5774,-122.054,2940,7846 +8651442440,20141023T000000,164000.0,4,1.0,1530,4875,2.0,0,0,3,7,1530,0,1977,0,98042,47.3638,-122.091,1470,4875 +3432500765,20140612T000000,320000.0,2,1.0,1100,8281,1.0,0,0,4,7,1100,0,1947,0,98155,47.7414,-122.315,1510,8281 +3905100310,20140625T000000,544000.0,4,2.5,2030,3974,2.0,0,0,3,8,2030,0,1994,0,98029,47.5692,-122.006,1780,3953 +1328330510,20140909T000000,344950.0,3,1.75,1870,7500,1.0,0,0,5,8,1320,550,1978,0,98058,47.4428,-122.134,1870,7275 +4017050260,20140606T000000,539500.0,3,2.5,3080,12476,2.0,0,0,3,10,3080,0,1990,0,98038,47.3752,-122.029,3130,13631 +2323069053,20150417T000000,420000.0,4,1.75,2480,60548,1.0,0,0,4,7,1600,880,1968,0,98027,47.4722,-122.001,2390,90169 +4022900951,20150402T000000,305000.0,2,1.0,910,22725,1.0,0,0,1,6,910,0,1926,0,98155,47.7712,-122.299,2000,14566 +6450304630,20141201T000000,229000.0,2,1.0,810,5100,1.0,0,0,3,6,810,0,1955,0,98133,47.7317,-122.343,1500,5100 +3303960060,20140619T000000,1068000.0,5,3.5,3990,9938,2.0,0,0,3,11,3990,0,2001,0,98059,47.5198,-122.156,3490,11734 +993001342,20140808T000000,397500.0,3,2.25,1430,1383,3.0,0,0,3,8,1430,0,2005,0,98103,47.6917,-122.341,1430,1347 +6743700030,20150401T000000,540000.0,4,2.0,2190,8402,2.0,0,0,4,6,2190,0,1928,0,98033,47.6944,-122.175,2210,7802 +6696800030,20140923T000000,650000.0,4,2.5,2290,10186,2.0,0,0,3,8,2290,0,1985,0,98008,47.6353,-122.124,2150,10186 +4114601580,20140724T000000,1900000.0,6,4.0,3020,13237,2.0,1,4,3,8,2840,180,1942,1983,98144,47.5924,-122.287,3680,12620 +2025079045,20140623T000000,649000.0,2,1.75,2260,280962,2.0,0,2,3,9,1890,370,2005,0,98014,47.6359,-121.94,2860,219542 +182000350,20150325T000000,287500.0,5,2.0,2020,67953,1.5,0,0,4,7,1620,400,1936,0,98178,47.4891,-122.263,1270,13198 +8082400136,20140626T000000,815000.0,4,2.75,2620,4743,1.0,0,2,4,8,1310,1310,1949,0,98117,47.6829,-122.4,1900,4764 +6352600350,20141209T000000,795000.0,2,2.5,2830,8630,2.0,0,0,3,10,2830,0,2001,0,98074,47.6481,-122.081,3190,7515 +9414610070,20150130T000000,502775.0,3,1.75,1700,9840,1.0,0,0,4,8,1200,500,1976,0,98027,47.5192,-122.046,2040,14169 +7812801125,20150112T000000,222900.0,2,1.0,1110,6411,1.0,0,0,3,6,1110,0,1944,0,98178,47.4962,-122.242,1150,6504 +1121039105,20141203T000000,399950.0,4,3.0,2150,64694,1.0,0,0,3,8,1450,700,1969,0,98023,47.3268,-122.388,2430,59612 +3591000030,20140823T000000,728000.0,4,2.5,2650,13684,2.0,0,0,3,9,2650,0,1994,0,98052,47.6278,-122.108,2650,12032 +2386000240,20140929T000000,850000.0,5,3.5,3870,65556,2.0,0,0,3,10,3870,0,1994,0,98053,47.6403,-121.992,4290,67019 +4254000060,20141002T000000,525000.0,4,2.75,2530,17856,2.0,0,0,3,8,2530,0,1998,0,98019,47.7356,-121.959,2530,14640 +6623400193,20140903T000000,257000.0,3,1.0,1450,7850,1.5,0,0,5,7,1450,0,1910,0,98055,47.4299,-122.199,1360,10400 +8944550140,20140519T000000,433500.0,3,2.5,2200,3360,2.0,0,0,3,8,2200,0,2009,0,98118,47.5418,-122.287,2130,3423 +2730500140,20150423T000000,314950.0,4,1.75,1890,9623,1.0,0,0,4,7,1290,600,1969,0,98001,47.2901,-122.279,1510,9711 +5490210510,20140922T000000,500000.0,3,1.75,1530,14633,1.0,0,0,3,7,1100,430,1977,0,98052,47.6949,-122.119,1780,8100 +8718500560,20140627T000000,300000.0,3,1.5,1590,8911,1.0,0,0,3,7,1590,0,1956,0,98028,47.7394,-122.252,1590,9625 +8651520160,20140707T000000,645000.0,4,2.5,2690,18653,2.0,0,0,3,8,2690,0,1985,0,98074,47.6449,-122.059,2230,9744 +2868900160,20141002T000000,222500.0,3,1.0,990,10125,1.0,0,0,3,7,990,0,1972,0,98042,47.3422,-122.089,1360,10125 +8062900030,20140715T000000,275000.0,3,1.75,1300,8099,1.0,0,0,4,7,1080,220,1976,0,98056,47.5026,-122.172,1270,8099 +3336000626,20150416T000000,498000.0,3,1.5,1720,6570,1.5,0,0,4,8,1720,0,1909,0,98118,47.5284,-122.265,1360,6000 +3226059083,20140626T000000,800000.0,3,1.75,2080,75794,1.0,0,0,3,7,2080,0,1958,0,98033,47.7018,-122.189,1870,11020 +7212660960,20140814T000000,297000.0,3,2.5,1840,8234,2.0,0,0,3,8,1840,0,1994,0,98003,47.267,-122.312,1940,7601 +1180007375,20150512T000000,625000.0,5,3.5,4010,6000,2.0,0,3,3,9,2560,1450,1997,0,98178,47.4928,-122.229,2440,6000 +1150900060,20141030T000000,770000.0,4,2.5,3560,6187,2.0,0,0,3,9,3560,0,2003,0,98029,47.5593,-122.016,3190,6981 +9528102110,20140917T000000,517000.0,3,2.25,1640,4635,1.5,0,0,3,8,1540,100,1930,0,98115,47.6793,-122.319,1530,4635 +1172000150,20140829T000000,238000.0,1,1.0,530,6350,1.0,0,0,5,5,530,0,1941,0,98103,47.6946,-122.357,1200,6350 +1523049115,20141021T000000,234550.0,3,1.0,1990,15375,1.0,0,0,3,7,1140,850,1946,0,98168,47.4778,-122.288,1160,10236 +4222310410,20140929T000000,230500.0,3,2.25,1690,7245,1.0,0,1,3,7,1160,530,1973,0,98003,47.3505,-122.305,1690,6720 +2568300210,20140628T000000,585000.0,5,2.5,2670,16777,1.5,0,0,4,7,1620,1050,1920,0,98125,47.7015,-122.301,1610,8227 +3131201320,20140822T000000,733000.0,4,1.75,1930,3876,1.5,0,0,5,7,1450,480,1924,0,98105,47.6604,-122.324,1280,3825 +1982201255,20141114T000000,357950.0,2,1.0,810,3880,1.0,0,0,3,7,810,0,1952,0,98107,47.6631,-122.365,900,4365 +125039025,20140611T000000,530000.0,3,1.75,1550,3680,1.0,0,0,3,7,1050,500,1927,0,98117,47.6817,-122.36,1560,4000 +5379805121,20141229T000000,377500.0,4,2.5,2640,10720,2.0,0,0,3,8,2640,0,1999,0,98188,47.4485,-122.278,1680,10018 +7853302520,20150206T000000,475000.0,4,2.5,2320,10046,2.0,0,0,3,7,2320,0,2006,0,98065,47.5406,-121.887,2320,5253 +1921069101,20150508T000000,399000.0,3,1.75,2170,73616,1.0,0,0,3,7,2170,0,2008,0,98092,47.2881,-122.086,1710,297514 +9276202160,20141126T000000,660000.0,3,2.0,2080,5750,1.0,0,0,5,7,1040,1040,1926,0,98116,47.5791,-122.392,1710,4830 +4037500230,20141007T000000,400000.0,5,2.25,2070,10488,1.0,0,0,4,7,1080,990,1958,0,98008,47.6095,-122.122,1740,9225 +1982201345,20140502T000000,440000.0,2,1.0,800,4850,1.0,0,0,4,7,800,0,1944,0,98107,47.6639,-122.364,1150,4365 +5469500180,20150206T000000,366400.0,4,2.25,2040,14383,1.0,0,0,4,8,1270,770,1977,0,98042,47.3849,-122.163,2030,11500 +1088810040,20150320T000000,627250.0,4,2.5,2830,10677,2.0,0,0,3,9,2830,0,1993,0,98011,47.742,-122.208,2970,9619 +2117700085,20140730T000000,375950.0,3,1.75,1480,7560,1.0,0,0,3,6,1100,380,1920,1985,98117,47.6985,-122.364,1510,7250 +9211500730,20150218T000000,162000.0,3,2.25,1810,6750,1.0,0,0,3,7,1280,530,1978,0,98023,47.2976,-122.377,1690,7770 +4083801395,20140724T000000,780000.0,3,2.75,1970,2600,2.5,0,0,3,8,1970,0,1924,1994,98103,47.663,-122.335,1680,3120 +9274201006,20140507T000000,705000.0,4,2.5,2650,4316,1.5,0,0,3,8,1520,1130,1905,2013,98116,47.5866,-122.389,1690,5625 +7205800040,20141223T000000,450000.0,4,2.5,2820,15233,1.0,0,2,4,9,1820,1000,1972,0,98003,47.3426,-122.321,2560,11998 +3276180210,20141117T000000,311000.0,3,2.75,1400,7880,1.0,0,0,3,7,1000,400,1981,0,98056,47.5095,-122.193,1400,7279 +3904900530,20140613T000000,485000.0,3,2.5,1580,6065,2.0,0,0,3,8,1580,0,1985,0,98029,47.5692,-122.021,1770,6700 +9560800040,20140716T000000,485000.0,3,2.5,1800,11034,2.0,0,0,4,8,1800,0,1987,0,98072,47.7558,-122.142,1940,8900 +5249801411,20141010T000000,725000.0,5,3.75,3360,6000,2.0,0,0,3,8,2640,720,1963,1999,98118,47.558,-122.277,1930,6000 +3750603492,20140715T000000,185000.0,3,1.0,1510,17040,1.0,0,0,4,6,1510,0,1975,0,98001,47.2649,-122.285,1520,14000 +249000180,20141201T000000,1890000.0,4,4.25,4285,9345,2.0,0,0,3,10,4285,0,2013,0,98004,47.6332,-122.199,1570,8994 +1796370180,20150508T000000,260000.0,3,2.25,1610,7423,2.0,0,0,4,7,1610,0,1990,0,98042,47.3713,-122.091,1530,8102 +6699940120,20150430T000000,356000.0,4,2.5,2470,5074,2.0,0,0,3,8,2470,0,2004,0,98038,47.3457,-122.041,2470,5078 +3830210230,20150319T000000,225205.0,3,1.0,1200,7220,1.0,0,0,3,6,1200,0,1977,0,98030,47.3746,-122.183,1200,7200 +9144100158,20141229T000000,445000.0,3,1.0,1260,8910,1.0,0,0,4,7,1260,0,1949,0,98117,47.7,-122.375,1560,8910 +3332500636,20140605T000000,356000.0,2,1.0,920,4095,1.0,0,0,4,6,920,0,1914,0,98118,47.5484,-122.278,1460,4945 +5315100476,20141010T000000,760250.0,5,2.75,2540,8250,1.0,0,0,4,7,1440,1100,1953,0,98040,47.5875,-122.24,2540,11000 +8682260610,20150430T000000,572000.0,2,2.0,1870,5143,1.0,0,0,3,8,1870,0,2005,0,98053,47.7142,-122.033,1810,5143 +5700004525,20140624T000000,970000.0,3,2.25,3060,9950,1.5,0,2,4,9,1810,1250,1930,0,98144,47.579,-122.284,4950,10655 +3303950220,20140831T000000,348450.0,4,2.5,1950,8628,2.0,0,0,3,8,1950,0,1994,0,98038,47.3817,-122.035,2210,9019 +7399800150,20140606T000000,535500.0,3,1.5,1730,40250,2.0,0,0,4,8,1730,0,1983,0,98072,47.7499,-122.111,1730,36250 +1454600256,20141013T000000,710000.0,5,2.5,2570,9600,1.0,0,2,3,8,1620,950,1956,0,98125,47.7216,-122.282,2680,9900 +629000730,20140528T000000,745000.0,3,1.75,1490,9800,1.0,0,0,4,7,1140,350,1947,0,98004,47.584,-122.198,2310,9800 +7520400040,20140620T000000,355000.0,4,2.5,2040,8265,2.0,0,0,3,7,2040,0,1996,0,98146,47.4973,-122.341,2160,8265 +2799800180,20150323T000000,333000.0,4,2.5,2690,5505,2.0,0,0,3,8,2690,0,2004,0,98042,47.3666,-122.119,2690,5505 +2025701530,20140826T000000,282000.0,3,2.5,1610,6000,2.0,0,0,4,7,1610,0,1993,0,98038,47.349,-122.036,1570,6000 +1794501415,20140528T000000,840500.0,3,2.0,2520,5400,1.5,0,0,4,8,1410,1110,1906,0,98119,47.6365,-122.361,1960,5400 +4038500330,20150407T000000,432000.0,3,1.75,1550,8134,1.0,0,0,4,7,1550,0,1959,0,98008,47.6136,-122.121,1360,8000 +9297301065,20141029T000000,625000.0,3,1.0,1800,4800,1.0,0,2,4,9,900,900,1927,0,98126,47.5672,-122.372,1400,4800 +985000833,20140910T000000,209977.0,3,1.0,1170,6134,1.0,0,0,4,7,1170,0,1948,0,98168,47.4941,-122.312,1440,9823 +3353400120,20140701T000000,174000.0,2,1.0,900,13531,1.0,0,0,3,6,900,0,1979,0,98001,47.2616,-122.251,1767,8308 +8860310120,20150422T000000,740000.0,4,2.0,2800,8540,1.0,0,0,4,8,1730,1070,1977,0,98052,47.6869,-122.126,2470,9400 +9547200790,20140917T000000,518000.0,3,1.75,1830,4500,1.5,0,0,4,7,1830,0,1909,0,98115,47.676,-122.308,1830,4080 +9136103026,20150305T000000,539000.0,3,1.75,1380,3225,1.0,0,0,4,7,940,440,1915,0,98103,47.6652,-122.338,1250,3750 +5710600620,20150429T000000,575000.0,3,2.75,1990,9600,1.0,0,0,3,8,1530,460,1978,0,98027,47.532,-122.05,2170,10400 +6003001999,20150209T000000,530000.0,2,1.75,1170,976,2.0,0,0,3,9,780,390,2010,0,98102,47.6192,-122.316,1280,1183 +922059020,20140716T000000,242025.0,4,1.75,1400,54014,1.5,0,0,4,7,1400,0,1935,0,98031,47.4153,-122.184,1910,8523 +644200065,20150306T000000,1030000.0,4,2.5,2620,11200,1.0,0,0,4,8,1770,850,1962,0,98004,47.5876,-122.193,2360,11200 +6929602390,20140826T000000,230000.0,3,1.0,880,7500,1.0,0,0,3,7,880,0,1978,0,98198,47.3837,-122.307,880,7500 +7399000230,20150107T000000,350000.0,4,2.5,2260,7500,1.0,0,0,3,8,1460,800,1965,0,98055,47.4645,-122.196,2260,7500 +3885805300,20150429T000000,595000.0,3,1.0,1300,11520,1.0,0,0,3,6,1300,0,1958,0,98033,47.6829,-122.195,1440,8064 +200800330,20140711T000000,440000.0,3,1.75,1450,6829,1.0,0,0,3,8,1450,0,1983,0,98052,47.7222,-122.108,1950,7622 +6819100330,20150220T000000,550000.0,3,1.0,1110,6000,1.0,0,0,3,7,1110,0,1904,0,98109,47.6461,-122.357,1460,6000 +1338600175,20140507T000000,940000.0,4,2.25,1890,5940,1.0,0,1,3,9,1470,420,1963,0,98112,47.6316,-122.303,2430,5940 +8728100781,20140516T000000,375000.0,3,1.5,1100,1751,2.0,0,0,3,8,940,160,2007,0,98144,47.5927,-122.306,1380,1751 +871000515,20141205T000000,567500.0,2,1.5,1350,4592,1.0,0,0,3,7,1070,280,1939,0,98199,47.6511,-122.405,1610,5102 +6446200175,20140916T000000,735000.0,3,2.5,3020,50800,1.0,0,0,5,8,1510,1510,1968,0,98029,47.5529,-122.026,2400,27135 +7889600230,20141017T000000,114000.0,2,1.0,730,5200,1.0,0,0,3,6,730,0,1928,0,98146,47.4943,-122.337,1220,6240 +2652500210,20140825T000000,608000.0,2,1.0,1390,3600,1.0,0,0,4,7,1010,380,1913,0,98119,47.6422,-122.36,1590,3600 +7302000210,20141107T000000,442500.0,3,1.5,2710,47419,1.5,0,0,3,7,2170,540,1980,0,98053,47.6522,-121.966,2130,48144 +6450301530,20141016T000000,381800.0,4,2.0,1530,5250,1.0,0,0,3,7,1110,420,1981,0,98133,47.7336,-122.339,1100,5250 +7905200230,20140724T000000,330000.0,3,2.0,2170,3978,1.0,0,0,5,7,1340,830,1919,0,98116,47.571,-122.391,1350,4680 +1049010620,20140513T000000,90000.0,2,1.0,790,2640,1.0,0,0,3,7,790,0,1973,0,98034,47.7351,-122.178,1310,2064 +9284802825,20140724T000000,312000.0,2,1.75,1160,8625,1.0,0,0,4,6,1160,0,1941,0,98106,47.5509,-122.366,960,5750 +3782100145,20140512T000000,339000.0,3,1.0,1080,8100,1.0,0,0,4,7,1080,0,1955,0,98155,47.777,-122.307,1080,8100 +8731951490,20140507T000000,313000.0,3,1.75,2190,8000,1.0,0,0,4,8,2190,0,1967,0,98023,47.3098,-122.381,1980,8000 +9202650210,20140507T000000,618080.0,3,2.5,2030,6500,2.0,0,0,3,8,2030,0,1988,0,98027,47.5654,-122.092,2030,8485 +2473450870,20141006T000000,325000.0,3,2.25,2480,8755,2.0,0,0,3,8,2480,0,1979,0,98058,47.4543,-122.125,2280,9940 +2899200040,20140715T000000,242000.0,4,1.0,2240,7620,1.0,0,0,3,7,1120,1120,1966,0,98146,47.5089,-122.346,1080,7620 +2644900149,20141218T000000,364000.0,2,1.5,1650,7311,1.0,0,0,3,7,860,790,1978,0,98133,47.7772,-122.357,1660,7255 +952005000,20140815T000000,545000.0,3,1.75,1700,5750,1.5,0,2,5,7,1450,250,1925,0,98126,47.5643,-122.38,1700,5750 +7298030210,20141223T000000,445000.0,3,2.5,2790,16173,2.0,0,0,3,10,2790,0,1988,0,98023,47.3043,-122.343,2890,11632 +3760500730,20140728T000000,1085500.0,4,2.75,3010,10830,2.0,0,3,4,9,3010,0,1980,0,98034,47.7005,-122.232,3010,10650 +1562000120,20140512T000000,660000.0,4,2.5,2550,10000,1.0,0,0,3,8,1290,1260,1964,0,98007,47.6208,-122.141,2270,8640 +9290850760,20141028T000000,845000.0,4,2.5,2880,35610,1.0,0,0,3,10,2880,0,1989,0,98052,47.6911,-122.054,3460,35610 +272000220,20140923T000000,417000.0,4,2.0,2090,4000,1.0,0,0,3,6,1060,1030,1907,0,98144,47.5893,-122.299,1590,4000 +418000145,20150428T000000,213800.0,2,1.0,740,5200,1.0,0,0,4,5,740,0,1952,0,98056,47.4934,-122.173,750,5200 +3560800040,20141028T000000,400000.0,2,1.75,960,6200,1.0,0,0,4,7,960,0,1946,0,98136,47.5551,-122.396,1000,6000 +1139000035,20150305T000000,759950.0,4,3.5,2100,7560,2.0,0,0,5,8,2100,0,2005,0,98133,47.7076,-122.356,1250,7560 +6681500150,20150423T000000,990000.0,4,2.5,2540,5930,2.0,0,0,3,9,2540,0,2003,0,98199,47.6451,-122.387,1400,4000 +2330000035,20140820T000000,710000.0,3,1.75,1650,10250,1.0,0,0,5,8,1650,0,1963,0,98005,47.6118,-122.169,2400,10250 +3095000040,20141016T000000,315000.0,1,0.75,770,4600,1.0,0,0,4,6,770,0,1910,0,98126,47.5565,-122.377,1550,4600 +3343300065,20140902T000000,515000.0,4,2.5,2280,14810,1.0,0,0,5,8,1500,780,1977,0,98056,47.5392,-122.186,2690,12196 +375000230,20140626T000000,638000.0,3,2.0,1660,3729,1.0,0,0,5,7,970,690,1922,0,98116,47.5741,-122.414,1560,3729 +7663700772,20150218T000000,370000.0,4,2.0,2020,8100,1.5,0,0,4,7,1160,860,1946,0,98125,47.7307,-122.297,1840,8680 +302000065,20150129T000000,184000.0,3,1.0,970,14850,1.0,0,0,3,7,970,0,1968,0,98001,47.3251,-122.268,1410,14850 +6134500220,20140728T000000,583800.0,3,2.5,2480,6600,2.0,0,0,3,8,2480,0,2002,0,98053,47.6313,-122.008,2310,6656 +2787700580,20141028T000000,309500.0,3,1.0,1250,7320,1.0,0,0,3,7,1250,0,1968,0,98059,47.5074,-122.163,1770,7320 +2806300065,20150422T000000,1960000.0,4,4.0,4430,31353,2.0,0,0,3,12,4430,0,1998,0,98005,47.6422,-122.157,3900,35237 +7866500035,20140805T000000,299000.0,1,1.0,740,5000,1.0,0,0,3,7,740,0,1923,0,98118,47.5519,-122.292,1400,4400 +7689600360,20140613T000000,215000.0,2,1.0,710,7200,1.0,0,0,3,6,710,0,1943,0,98178,47.4903,-122.245,960,7200 +3541600210,20140618T000000,410000.0,4,2.0,1970,10500,1.0,0,0,3,8,1820,150,1961,0,98166,47.479,-122.356,2090,12300 +6821600065,20141030T000000,478000.0,2,1.0,820,6000,1.0,0,0,3,7,820,0,1939,0,98199,47.6494,-122.395,1630,6000 +7625703405,20140910T000000,431000.0,2,1.0,1000,6500,1.0,0,0,4,7,1000,0,1918,0,98136,47.5474,-122.388,1280,6500 +6979900360,20140709T000000,635000.0,4,2.5,3080,35430,2.0,0,0,3,9,3080,0,1997,0,98053,47.6325,-121.97,2640,28972 +6072100790,20150408T000000,648000.0,5,2.25,2410,12000,2.0,0,0,4,8,2410,0,1973,0,98006,47.5434,-122.175,2080,12000 +4113800410,20140603T000000,640000.0,3,2.5,2370,11172,2.0,0,0,3,9,2370,0,1993,0,98056,47.5345,-122.179,2550,11558 +4139450760,20141215T000000,932808.0,5,4.5,4690,6705,2.0,0,0,3,10,3450,1240,1995,0,98006,47.5539,-122.108,4070,11505 +8682220150,20140606T000000,835000.0,2,2.0,2280,6815,1.0,0,0,3,8,2280,0,2002,0,98053,47.7103,-122.027,2280,6750 +2325039057,20140728T000000,469775.0,2,1.75,1530,7020,1.0,0,0,3,7,1030,500,1942,0,98199,47.6465,-122.395,2090,6600 +2459900040,20140717T000000,587000.0,5,3.5,3610,52595,2.0,0,0,4,7,3610,0,1989,0,98014,47.6832,-121.907,1620,60112 +6819100150,20140721T000000,677915.0,3,2.0,1740,3600,1.0,0,0,5,7,990,750,1923,0,98119,47.6448,-122.358,1250,3600 +7922900040,20140522T000000,1075000.0,4,3.0,3600,9200,1.0,0,4,4,9,2100,1500,1976,0,98008,47.5866,-122.116,2700,9775 +430000035,20140705T000000,671000.0,4,3.0,3130,5700,1.5,0,0,3,7,1750,1380,1953,0,98115,47.6811,-122.283,2080,5700 +7853301520,20140903T000000,695000.0,5,3.25,3940,9780,2.0,0,0,3,9,3940,0,2007,0,98065,47.5435,-121.888,3550,8468 +1623049133,20140729T000000,205000.0,4,2.0,2200,13320,1.0,0,0,3,6,1100,1100,1944,0,98168,47.481,-122.292,1330,6099 +4024101451,20150430T000000,350000.0,4,1.0,1510,7200,1.5,0,0,4,7,1510,0,1955,0,98155,47.761,-122.307,1950,10656 +3211100730,20140804T000000,360000.0,3,1.75,1560,7930,2.0,0,0,4,7,1560,0,1980,0,98059,47.4779,-122.161,1720,8073 +9542840410,20141108T000000,313999.0,4,2.25,1870,4198,2.0,0,0,3,7,1870,0,2008,0,98038,47.3657,-122.021,1870,4184 +6648500580,20150421T000000,300000.0,3,2.25,2070,7225,1.0,0,0,3,8,1690,380,1979,0,98042,47.3551,-122.148,2070,7400 +8665900206,20150423T000000,452000.0,2,1.75,1660,11747,1.0,0,0,3,7,830,830,1981,0,98155,47.7661,-122.306,1900,19850 +3025079003,20150325T000000,495500.0,3,2.5,2010,57934,1.0,0,0,3,7,2010,0,1978,0,98014,47.6262,-121.96,2040,55527 +2377000040,20141218T000000,288000.0,3,1.0,1410,40500,1.0,0,0,4,7,1410,0,1961,0,98092,47.3199,-122.1,1570,40500 +9315100210,20150217T000000,227490.0,3,1.75,1820,7194,1.0,0,0,4,7,1820,0,1967,0,98003,47.3352,-122.307,1420,7560 +4046500720,20141107T000000,470950.0,3,2.5,2560,16420,2.0,0,0,4,8,2560,0,1989,0,98014,47.6916,-121.916,2120,16298 +8956000120,20140614T000000,735000.0,4,2.75,2450,4187,2.0,0,2,3,8,2450,0,2010,0,98027,47.5471,-122.016,2320,4187 +2862100366,20141015T000000,730000.0,7,2.75,3110,4400,1.5,0,0,5,7,2010,1100,1914,0,98105,47.6684,-122.319,1240,4280 +1402660150,20141203T000000,412000.0,3,2.5,2210,7000,2.0,0,0,4,8,2210,0,1985,0,98058,47.4377,-122.132,2260,7224 +7853310450,20140606T000000,589500.0,4,2.5,2630,6326,2.0,0,0,3,9,2630,0,2008,0,98065,47.5222,-121.874,3240,6229 +3812400455,20141104T000000,291000.0,7,1.0,2350,8636,1.0,0,0,3,7,1550,800,1962,0,98118,47.5432,-122.277,1500,7366 +269000970,20150402T000000,1300000.0,5,3.75,4450,7680,2.0,0,0,3,9,3460,990,2010,0,98199,47.6418,-122.392,2550,6400 +1788800910,20141020T000000,190000.0,3,1.0,1200,10458,1.0,0,0,4,6,1200,0,1961,0,98023,47.3262,-122.342,1160,9000 +8820902700,20150422T000000,456200.0,2,1.75,1210,7733,1.0,0,0,3,6,1210,0,1904,0,98125,47.7148,-122.282,1670,7733 +8945300040,20140919T000000,225000.0,3,1.0,1290,8470,1.0,0,0,4,7,970,320,1966,0,98023,47.3054,-122.371,1300,7350 +3225069241,20150422T000000,2000000.0,3,2.5,3490,21064,1.0,1,4,3,10,2290,1200,1968,0,98074,47.6092,-122.073,1780,15244 +7202430150,20140709T000000,740000.0,4,2.5,3360,15091,2.0,0,0,3,9,3360,0,1997,0,98052,47.6649,-122.135,1930,9936 +2070100040,20141201T000000,467000.0,3,1.75,2660,5511,1.0,0,0,3,8,1330,1330,1948,0,98108,47.5575,-122.3,2030,6111 +1139000620,20141008T000000,385000.0,2,1.0,770,7554,1.0,0,0,3,6,770,0,1946,0,98177,47.7057,-122.36,1390,7500 +976000790,20141020T000000,670000.0,3,2.5,1800,4763,2.0,0,0,3,7,1240,560,1985,0,98119,47.646,-122.362,1790,4763 +6617500085,20150422T000000,500000.0,4,2.5,2900,5760,1.0,0,0,4,8,1660,1240,1959,0,98118,47.55,-122.272,2250,6098 +6163900971,20140619T000000,352450.0,3,2.0,1430,6000,1.0,0,0,5,7,1430,0,1945,0,98155,47.7564,-122.316,1630,6315 +7135521530,20141028T000000,669888.0,4,2.75,2550,7591,2.0,0,0,3,9,2550,0,1989,0,98059,47.5302,-122.147,2670,7796 +4036800925,20140624T000000,405000.0,3,2.75,1310,7300,1.0,0,0,3,7,1310,0,1957,0,98008,47.6016,-122.123,1310,7030 +6751300065,20140506T000000,518000.0,3,1.5,1430,8000,1.0,0,0,4,7,1430,0,1956,0,98007,47.5874,-122.136,1450,8000 +7192200040,20141001T000000,280000.0,4,1.0,1880,6288,1.0,0,0,3,7,1120,760,1974,0,98178,47.5101,-122.259,1880,6334 +3629970610,20140718T000000,435000.0,3,2.5,1600,2375,2.0,0,0,3,7,1600,0,2005,0,98029,47.5531,-121.996,1830,2375 +3797310230,20150507T000000,314950.0,3,2.0,1760,9732,1.0,0,0,3,7,1760,0,1996,0,98022,47.1923,-122.014,1910,9231 +2781270210,20150224T000000,209900.0,2,2.0,1180,3003,2.0,0,0,3,6,1180,0,2005,0,98038,47.3491,-122.02,1310,3003 +1330900230,20150416T000000,630000.0,4,2.5,2330,31705,2.0,0,0,4,8,2330,0,1980,0,98052,47.6471,-122.03,2460,36600 +8917100206,20140718T000000,442000.0,4,1.5,1960,12688,1.5,0,0,4,7,1960,0,1962,0,98052,47.6304,-122.097,2050,9375 +1219000120,20150402T000000,340000.0,4,1.0,1140,13440,1.0,0,0,2,5,1140,0,1944,0,98166,47.4619,-122.344,1450,7560 +522059158,20140616T000000,230000.0,3,1.75,1400,6956,1.0,0,0,4,7,1400,0,1957,0,98031,47.4233,-122.198,1400,9375 +526059122,20141205T000000,495200.0,5,2.25,2710,22120,1.0,0,0,3,7,1410,1300,1955,0,98011,47.7642,-122.195,2850,12224 +293620180,20150331T000000,900000.0,4,2.5,3510,6745,2.0,0,0,3,10,3510,0,1998,0,98075,47.6016,-122.074,3320,8370 +945000410,20150313T000000,265000.0,2,1.0,910,4600,1.0,0,0,3,5,910,0,1917,0,98117,47.6916,-122.362,1020,4600 +226059106,20150102T000000,489500.0,3,1.75,2090,65558,1.0,0,0,3,8,1330,760,1977,0,98072,47.7621,-122.127,2450,47178 +4166600610,20150514T000000,335000.0,3,2.0,1410,44866,1.0,0,0,4,7,1410,0,1985,0,98023,47.3273,-122.37,2950,29152 +8854100220,20141205T000000,585000.0,3,3.25,3050,12700,2.0,0,0,3,8,2240,810,1990,0,98011,47.7445,-122.214,3050,12386 +5249804655,20141017T000000,800000.0,4,2.25,2010,7200,1.0,0,1,4,8,1010,1000,1950,0,98118,47.5591,-122.267,2010,7200 +2220069203,20140908T000000,379500.0,4,2.25,2120,53578,2.0,0,2,4,7,2120,0,1985,0,98022,47.2041,-122.021,2120,53578 +3298200790,20140812T000000,475000.0,3,1.0,1270,8000,1.0,0,0,4,6,1270,0,1959,0,98008,47.6175,-122.118,1210,7875 +4038400040,20141124T000000,520000.0,3,2.0,1670,8800,1.0,0,0,4,7,1150,520,1961,0,98008,47.6096,-122.132,2020,8250 +7215730730,20150128T000000,515000.0,4,2.5,1800,4338,2.0,0,0,3,8,1800,0,2001,0,98075,47.5962,-122.015,1800,4507 +3126049107,20150503T000000,577500.0,2,1.0,1640,5515,1.0,0,0,4,7,940,700,1926,0,98103,47.6912,-122.334,2054,5515 +3110800040,20140716T000000,269900.0,3,2.25,1740,9672,1.0,0,0,4,7,1110,630,1963,0,98031,47.4149,-122.181,1640,9600 +2608300035,20140527T000000,329000.0,3,1.0,1600,5952,1.0,0,0,4,7,1150,450,1964,0,98106,47.5292,-122.362,1460,6200 +7217400650,20150424T000000,458500.0,3,1.5,1280,1920,1.5,0,0,3,7,1280,0,1905,1990,98122,47.6117,-122.301,1280,3150 +924069106,20150313T000000,890000.0,4,2.0,1480,11171,1.5,0,0,4,6,1480,0,1947,0,98075,47.5849,-122.051,2790,20680 +2310050040,20150401T000000,361500.0,4,2.5,1980,7334,2.0,0,0,3,7,1980,0,2003,0,98038,47.3528,-122.041,1850,7134 +7490000040,20140718T000000,2535000.0,5,3.25,3730,10626,1.0,0,4,4,10,3730,0,1963,0,98004,47.624,-122.221,4180,19110 +6675500133,20140822T000000,325000.0,2,1.0,900,8374,1.0,0,0,3,7,900,0,1984,0,98034,47.7282,-122.225,1580,8965 +809001520,20141105T000000,1850000.0,4,3.25,3480,6000,3.0,0,0,3,8,3480,0,2014,0,98109,47.6353,-122.353,2200,4080 +1424200035,20140523T000000,945000.0,4,2.0,2840,13367,1.0,0,0,3,7,1420,1420,1952,0,98004,47.6237,-122.21,2840,12744 +5641300220,20140828T000000,370000.0,3,2.5,2490,4244,2.0,0,0,3,9,2490,0,2005,0,98042,47.3705,-122.131,2490,4748 +7849202299,20150218T000000,320000.0,0,2.5,1490,7111,2.0,0,0,3,7,1490,0,1999,0,98065,47.5261,-121.826,1500,4675 +8682292020,20140915T000000,450000.0,2,2.0,1510,4908,1.0,0,0,3,8,1510,0,2006,0,98053,47.7196,-122.024,1440,3921 +1604590230,20150424T000000,800000.0,4,2.5,2900,18303,2.0,0,0,4,10,2900,0,1994,0,98075,47.5981,-122.03,2900,18303 +2856101540,20141211T000000,676000.0,3,2.5,2240,3825,2.0,0,0,3,7,2240,0,1995,0,98117,47.6786,-122.389,1460,5100 +1336300610,20150402T000000,1272500.0,4,1.75,2040,5000,2.0,0,0,4,9,2040,0,1921,0,98102,47.6279,-122.315,3220,5600 +3819500065,20141028T000000,290000.0,3,1.75,1460,7980,1.0,0,0,3,7,1460,0,1972,0,98028,47.7713,-122.265,1920,7980 +2329600040,20141118T000000,158000.0,3,1.5,990,8925,1.0,0,0,4,7,990,0,1962,0,98003,47.3294,-122.331,1360,8625 +4440900040,20140505T000000,379950.0,4,1.75,1970,9389,1.0,0,0,5,7,1140,830,1960,0,98133,47.7771,-122.339,1820,8135 +7202260330,20140509T000000,583000.0,4,2.5,2660,4000,2.0,0,0,3,8,2660,0,2001,0,98053,47.6876,-122.038,2330,4517 +425000230,20141230T000000,150000.0,2,1.0,870,5700,1.0,0,0,4,6,870,0,1957,0,98056,47.498,-122.17,1020,5700 +5466400530,20140721T000000,261500.0,3,2.5,1740,6992,2.0,0,0,3,7,1740,0,1990,0,98042,47.3574,-122.158,1260,6825 +6600490220,20141014T000000,278000.0,4,2.5,2290,3777,2.0,0,0,3,7,2290,0,2004,0,98198,47.3617,-122.308,1480,3608 +2156500220,20140923T000000,555000.0,4,2.75,2170,7140,1.0,0,0,3,8,1290,880,1977,0,98052,47.691,-122.113,2120,7820 +9438300035,20140827T000000,355000.0,3,1.75,2040,8173,1.0,0,0,3,7,1470,570,1958,0,98133,47.7439,-122.333,1900,8172 +4036800770,20140917T000000,375000.0,4,1.5,1770,6650,1.0,0,0,3,7,1770,0,1958,0,98008,47.6011,-122.124,1600,7000 +4006000281,20140729T000000,227000.0,3,1.75,2380,12681,1.0,0,0,1,6,1380,1000,1918,0,98118,47.5294,-122.279,1720,6377 +619079061,20140619T000000,335000.0,4,2.0,2030,103672,1.0,0,0,4,7,2030,0,1969,0,98022,47.1647,-121.973,1560,325393 +3586501135,20140606T000000,680000.0,3,2.25,2270,23900,1.0,0,0,3,9,1820,450,1975,0,98177,47.7506,-122.372,2520,28300 +8819900220,20150205T000000,686500.0,2,1.75,1390,5025,1.5,0,0,4,8,1390,0,1928,0,98105,47.6701,-122.288,2160,5000 +1775801020,20141124T000000,410000.0,3,1.75,1530,26642,1.0,0,0,3,7,1180,350,1988,0,98072,47.7422,-122.097,1550,13566 +3758900150,20140826T000000,425000.0,2,1.0,1430,13300,1.5,0,0,3,6,1230,200,1921,0,98033,47.6996,-122.203,1950,11421 +1954420230,20150310T000000,562500.0,3,2.5,2030,7549,1.0,0,0,3,8,2030,0,1988,0,98074,47.6187,-122.044,2040,7130 +4307320230,20141014T000000,345000.0,4,2.5,2390,6976,2.0,0,0,3,7,2390,0,2003,0,98056,47.4807,-122.182,2390,6346 +7856620910,20150414T000000,627500.0,4,2.5,2540,11500,1.0,0,0,4,8,1640,900,1979,0,98006,47.5609,-122.15,2820,9800 +1624079021,20150313T000000,355000.0,3,1.0,1890,36300,1.0,0,0,3,7,1890,0,1962,0,98024,47.5719,-121.914,1746,54014 +4123800330,20150501T000000,335000.0,3,2.25,1870,5876,2.0,0,0,3,7,1870,0,1986,0,98038,47.3779,-122.045,1670,6203 +7186800120,20150311T000000,350000.0,4,3.0,1780,4228,1.0,0,0,3,7,1780,0,1953,0,98118,47.5488,-122.287,1730,5304 +925069123,20150318T000000,590000.0,3,1.0,1610,58370,1.0,0,0,3,7,1610,0,1978,0,98053,47.6718,-122.044,2510,58127 +5422420120,20140717T000000,252000.0,3,2.0,1420,6788,2.0,0,0,3,7,1420,0,1990,0,98023,47.2887,-122.351,1790,6607 +5460500040,20150421T000000,1295000.0,5,4.0,4440,9270,1.0,0,0,5,10,2220,2220,1968,0,98040,47.5708,-122.212,2720,9614 +5113400264,20141119T000000,705000.0,4,2.0,1820,5001,2.0,0,0,3,7,1820,0,1947,2002,98119,47.6438,-122.373,1440,5408 +1828000230,20140714T000000,498000.0,3,2.0,1620,8400,1.0,0,0,3,7,1180,440,1968,0,98052,47.6574,-122.128,2120,8424 +6415100331,20140921T000000,312500.0,2,1.0,870,7227,1.0,0,0,3,7,870,0,1948,0,98133,47.7288,-122.331,1250,7252 +7686205370,20141124T000000,260000.0,4,1.75,1830,5375,1.0,0,0,2,7,1060,770,1962,0,98198,47.4169,-122.316,1040,7500 +8092501400,20150318T000000,209950.0,3,1.5,2290,9600,1.0,0,0,4,7,2290,0,1967,0,98042,47.3643,-122.111,1310,9600 +643300210,20150210T000000,610000.0,3,1.75,1110,10402,1.0,0,0,4,7,1110,0,1967,0,98006,47.5676,-122.177,2050,9660 +7550801225,20140627T000000,500000.0,4,1.0,1440,7100,1.5,0,0,3,7,1440,0,1906,0,98107,47.6725,-122.396,1490,5000 +4078300040,20150224T000000,850000.0,3,3.5,3070,7050,1.0,0,3,3,8,1570,1500,1928,1996,98125,47.7076,-122.276,2350,5881 +4036100175,20150219T000000,689000.0,4,2.5,2440,11700,1.0,0,0,5,8,1480,960,1961,0,98006,47.5606,-122.184,2140,10807 +1036700220,20141110T000000,470000.0,4,2.0,2410,4680,2.0,0,0,3,9,2410,0,1974,0,98008,47.6234,-122.113,1910,4611 +1644500450,20140507T000000,640000.0,3,3.0,2270,5175,2.0,0,0,3,9,2130,140,2002,0,98056,47.516,-122.203,2850,5661 +6326000205,20140812T000000,290000.0,4,1.75,2340,7200,1.0,0,0,3,8,1590,750,1960,0,98146,47.497,-122.369,1970,7800 +3375300150,20141218T000000,258500.0,3,2.5,1800,9000,2.0,0,0,3,7,1800,0,1983,0,98003,47.3186,-122.331,1670,8486 +2344300220,20140714T000000,1100000.0,4,3.5,2210,7597,1.0,0,0,4,9,1550,660,1977,2006,98004,47.5816,-122.197,2370,8811 +203101065,20140528T000000,420000.0,3,1.75,1820,22320,1.0,0,0,3,7,1250,570,1977,0,98053,47.6441,-121.96,2030,22320 +5083100065,20140916T000000,230000.0,3,1.0,1190,9083,1.0,0,0,3,7,1190,0,1955,0,98198,47.4116,-122.293,1190,9450 +1545804240,20150402T000000,252000.0,3,1.5,1400,6865,1.0,0,0,4,7,1400,0,1986,0,98038,47.3639,-122.048,1480,8125 +2329720040,20140630T000000,515000.0,3,2.5,2600,4506,2.0,0,0,3,8,2600,0,2003,0,98028,47.7353,-122.222,2600,4658 +7551300065,20140609T000000,425000.0,2,1.0,910,4635,1.0,0,0,4,6,910,0,1905,0,98107,47.675,-122.393,1740,5000 +4321200580,20150125T000000,575000.0,3,2.5,1760,2320,2.0,0,2,3,8,1760,0,1994,0,98126,47.5723,-122.376,1760,4698 +9164100040,20141026T000000,390000.0,2,1.0,860,5160,1.0,0,0,4,7,860,0,1909,0,98117,47.6823,-122.388,1090,5356 +7922750150,20140917T000000,561500.0,4,2.25,2310,9800,1.0,0,0,3,8,1780,530,1968,0,98033,47.6657,-122.178,2310,9800 +2804600155,20150507T000000,1350000.0,4,1.75,2000,3728,1.5,0,0,4,9,1820,180,1926,0,98112,47.643,-122.299,1950,3728 +5101402296,20140925T000000,835000.0,5,2.75,2460,7830,1.0,0,0,5,9,1490,970,1955,0,98115,47.6938,-122.31,2050,7830 +8019200845,20150218T000000,245000.0,2,1.0,1020,15000,1.5,0,0,3,6,1020,0,1933,0,98168,47.4956,-122.321,1480,14519 +9286100150,20140811T000000,475200.0,3,2.5,1670,3980,2.0,0,0,3,8,1670,0,2000,0,98027,47.5317,-122.047,1670,2897 +3727800065,20141113T000000,425000.0,2,1.0,790,5024,1.0,0,0,4,7,790,0,1941,0,98117,47.6833,-122.395,1330,5024 +7657000085,20150202T000000,218000.0,2,1.5,2010,7755,2.0,0,0,3,7,2010,0,1952,0,98178,47.4947,-122.233,1360,8037 +7954300120,20140822T000000,600000.0,4,2.5,2600,6536,2.0,0,0,3,9,2600,0,1999,0,98056,47.5232,-122.191,2640,6185 +686400040,20150410T000000,545000.0,4,2.25,1890,7210,1.0,0,0,3,8,1890,0,1967,0,98008,47.6342,-122.117,1920,7210 +853200040,20150428T000000,2408000.0,5,2.5,4600,23250,1.5,0,2,3,9,3600,1000,1918,2003,98004,47.623,-122.218,5500,20066 +7857003046,20150506T000000,460000.0,5,3.0,2008,5050,1.0,0,0,3,7,1216,792,1992,0,98118,47.5376,-122.292,2040,5297 +5014000085,20140623T000000,425000.0,2,1.0,880,6413,1.0,0,0,3,7,880,0,1950,0,98116,47.573,-122.395,1360,6413 +2205500355,20141021T000000,455000.0,3,1.75,1700,8360,1.0,0,0,4,7,850,850,1955,0,98006,47.5766,-122.147,1520,8360 +2595650220,20150421T000000,313100.0,3,2.0,1730,12821,1.0,0,0,3,8,1730,0,1994,0,98001,47.353,-122.272,1980,11336 +7880010150,20140623T000000,780000.0,4,3.5,3910,59863,2.0,0,0,4,10,2490,1420,1987,0,98027,47.4846,-122.067,2830,37674 +6386550040,20141223T000000,345500.0,4,2.5,2160,9682,2.0,0,0,3,8,2160,0,1999,0,98031,47.4106,-122.204,1770,9600 +1355000220,20150119T000000,243000.0,3,1.75,1200,8034,1.0,0,0,5,7,1200,0,1975,0,98031,47.4135,-122.18,1270,7600 +6619900120,20141208T000000,670000.0,5,3.5,3860,9600,1.0,0,3,4,8,2660,1200,1973,0,98034,47.7139,-122.223,2440,9600 +2132200230,20150211T000000,325000.0,3,1.5,1320,7560,1.0,0,0,3,6,840,480,1983,0,98019,47.7451,-121.98,1210,7560 +2988800065,20141202T000000,281000.0,2,1.0,1280,12500,1.0,0,0,3,7,1060,220,1951,0,98178,47.4833,-122.237,1460,17771 +13001215,20150305T000000,130000.0,3,1.0,1100,5100,1.0,0,0,4,7,1100,0,1913,0,98108,47.5231,-122.332,1450,5100 +705700530,20140730T000000,340000.0,3,2.5,2170,9798,2.0,0,0,3,7,2170,0,1995,0,98038,47.3817,-122.023,2020,8121 +7230100120,20150209T000000,485000.0,4,2.75,2720,51396,2.0,0,0,4,8,2720,0,1977,0,98059,47.4777,-122.1,1960,51366 +9520900230,20141217T000000,642860.0,4,2.75,2520,6398,2.0,0,0,3,8,2520,0,2014,0,98072,47.7685,-122.159,2520,6398 +9828701085,20141003T000000,747000.0,3,1.75,2560,4800,1.0,0,0,3,7,1280,1280,1911,0,98112,47.6207,-122.295,1620,4800 +1926049385,20140729T000000,559950.0,4,2.5,2650,7200,2.0,0,0,3,8,2250,400,1979,0,98133,47.7317,-122.354,2110,7269 +5680000455,20141117T000000,577288.0,4,2.75,2870,7200,2.0,0,0,3,9,2870,0,2008,0,98108,47.5688,-122.317,2030,5400 +125039021,20140924T000000,575000.0,2,1.0,1230,2726,1.5,0,0,3,7,880,350,1920,0,98117,47.6815,-122.359,1710,3750 +3241600150,20140505T000000,287000.0,3,1.0,1450,6000,1.0,0,0,4,7,1450,0,1953,0,98118,47.5238,-122.287,1170,6464 +1245003006,20141110T000000,1149000.0,4,3.75,3180,9889,2.0,0,0,3,9,2500,680,2012,0,98033,47.6853,-122.204,2910,8558 +2789000120,20150424T000000,335000.0,2,1.0,1800,8900,1.0,0,0,3,6,900,900,1945,0,98168,47.51,-122.323,2040,10450 +6073300040,20150106T000000,375000.0,4,2.25,2020,12500,2.0,0,0,2,8,2020,0,1966,0,98056,47.5403,-122.175,1800,13175 +7663700531,20150106T000000,325000.0,2,1.0,620,14823,1.0,0,0,3,6,620,0,1926,0,98125,47.7322,-122.3,1400,7930 +123059042,20150423T000000,530000.0,3,2.25,2190,220414,1.0,0,0,4,7,1330,860,1976,0,98059,47.5041,-122.102,2550,175982 +7149400450,20150112T000000,287000.0,4,2.25,1980,7081,1.0,0,0,3,7,1470,510,1977,0,98032,47.3669,-122.288,1980,7081 +9264911210,20150226T000000,320000.0,5,3.0,2970,7000,1.0,0,0,3,8,1810,1160,1979,0,98023,47.3079,-122.341,2630,8062 +7853300650,20140822T000000,425000.0,4,2.5,2270,4400,2.0,0,0,3,7,2270,0,2006,0,98065,47.5381,-121.888,2090,4400 +6383000150,20140806T000000,550000.0,3,1.0,1630,6009,1.0,0,3,4,8,1630,0,1954,0,98117,47.693,-122.383,2120,6009 +5560000650,20141202T000000,135000.0,3,1.0,1520,8450,1.0,0,0,2,6,1120,400,1961,0,98023,47.328,-122.337,1320,8450 +5700002020,20140717T000000,695000.0,3,1.75,2080,5687,1.5,0,0,4,8,2080,0,1924,0,98144,47.5776,-122.289,2300,5995 +2141310540,20150506T000000,975000.0,5,2.5,3020,9648,1.0,0,2,4,9,1980,1040,1977,0,98006,47.5586,-122.134,2890,12598 +7247000035,20140520T000000,210000.0,4,1.75,2180,28710,1.0,0,0,3,8,1180,1000,1950,0,98198,47.405,-122.288,2180,28710 +4077800438,20141231T000000,518000.0,4,1.75,1780,8768,1.0,0,0,4,7,1050,730,1951,0,98125,47.7085,-122.283,1590,8100 +8821900155,20140709T000000,335500.0,3,1.0,1370,6780,2.0,0,0,3,6,1370,0,1930,0,98125,47.7156,-122.291,1450,7214 +1324039110,20141126T000000,750000.0,4,3.5,3050,7020,2.0,0,3,3,9,2050,1000,1984,0,98126,47.571,-122.374,2170,5900 +5566100205,20141223T000000,515000.0,3,1.75,1490,12000,1.0,0,0,4,7,1490,0,1956,0,98006,47.569,-122.175,1630,12000 +7222000209,20140521T000000,344500.0,4,2.75,1800,5453,1.0,0,0,3,7,1050,750,2002,0,98055,47.4632,-122.209,1820,6900 +7867500021,20140616T000000,470000.0,3,1.5,1760,6723,1.0,0,0,3,7,1160,600,1958,0,98118,47.5514,-122.266,2080,8965 +8563010540,20140904T000000,606150.0,4,1.75,1770,9848,1.0,0,0,3,8,1370,400,1967,0,98008,47.6208,-122.099,2040,9587 +7349650120,20141120T000000,292000.0,4,2.75,2910,7712,1.0,0,0,3,7,1600,1310,1998,0,98002,47.2842,-122.198,2220,6649 +620069061,20150507T000000,450000.0,3,2.5,2880,426452,2.0,0,3,3,7,2880,0,1979,0,98092,47.2485,-122.101,1460,320890 +9269200540,20140819T000000,429000.0,3,1.75,2520,5043,1.0,0,0,3,8,1260,1260,1957,0,98126,47.5339,-122.372,1360,4920 +1939000040,20140820T000000,765000.0,4,2.5,3190,38119,2.0,0,0,3,9,3190,0,1988,0,98053,47.6698,-122.044,2560,36280 +2767603026,20150415T000000,425000.0,2,1.0,540,2500,1.0,0,0,3,5,540,0,1905,0,98107,47.6729,-122.383,1290,5000 +9477920120,20150212T000000,505000.0,4,2.5,3170,5340,2.0,0,0,3,7,3170,0,2000,0,98059,47.4911,-122.138,3010,5340 +4037200530,20150317T000000,544950.0,3,1.75,1830,7371,1.0,0,0,3,7,1830,0,1957,0,98008,47.6059,-122.121,1600,7700 +8150600065,20140924T000000,382000.0,3,2.0,1360,4840,1.5,0,0,3,8,1360,0,1936,0,98126,47.5487,-122.376,1450,4840 +4046600120,20140828T000000,475000.0,3,1.75,1870,25157,2.0,0,0,3,7,1870,0,1978,0,98014,47.695,-121.915,1870,15391 +8835220210,20150417T000000,355000.0,3,1.5,1370,4790,2.0,0,0,4,7,1370,0,1982,0,98034,47.7253,-122.164,1370,3799 +7696300180,20140703T000000,410000.0,4,2.5,1700,9000,1.0,0,0,5,7,1700,0,1972,0,98034,47.7306,-122.233,1370,7592 +6362900145,20150203T000000,450000.0,4,2.0,1960,5008,1.0,0,0,3,6,980,980,1900,1988,98144,47.5958,-122.299,1175,2315 +7663700968,20140528T000000,565000.0,7,4.5,4140,9066,1.0,0,0,3,7,2070,2070,1978,0,98125,47.7302,-122.291,1440,1865 +6844700975,20150414T000000,529100.0,2,1.0,1290,6528,1.5,0,0,4,7,1290,0,1941,0,98115,47.694,-122.29,1670,5712 +7853300720,20150212T000000,452500.0,4,2.5,2460,6454,2.0,0,0,3,7,2460,0,2006,0,98065,47.5381,-121.89,2320,4578 +4222200210,20140522T000000,245000.0,4,2.0,1580,8000,1.0,0,0,3,7,1040,540,1967,0,98003,47.3467,-122.304,1550,8000 +7518505040,20150330T000000,415000.0,1,1.0,700,2550,1.0,0,0,3,6,700,0,1954,0,98117,47.6783,-122.383,1330,4110 +6646200770,20140724T000000,610000.0,4,2.5,2410,15899,2.0,0,3,3,9,2410,0,1990,0,98074,47.6242,-122.04,2360,11412 +1262700040,20141016T000000,363500.0,4,1.75,2180,9702,1.0,0,0,5,7,1090,1090,1962,0,98178,47.4973,-122.268,2020,9792 +6811000220,20150204T000000,510000.0,3,2.75,1950,12630,1.0,0,0,4,8,1230,720,1969,0,98052,47.6301,-122.107,1990,12196 +6979900330,20150325T000000,650000.0,4,2.5,2630,28298,2.0,0,0,3,8,2630,0,1996,0,98053,47.6314,-121.968,2840,26071 +984200540,20150114T000000,290000.0,4,2.5,2050,9015,2.0,0,0,4,7,2050,0,1973,0,98058,47.4357,-122.168,1780,8820 +7812800155,20150318T000000,170000.0,3,1.0,790,6750,1.0,0,0,2,6,790,0,1944,0,98178,47.4984,-122.24,960,6298 +7228500610,20150330T000000,510000.0,2,1.0,1070,5280,1.0,0,0,3,6,1070,0,1900,0,98122,47.6168,-122.303,1380,2370 +1225069038,20140505T000000,2280000.0,7,8.0,13540,307752,3.0,0,4,3,12,9410,4130,1999,0,98053,47.6675,-121.986,4850,217800 +5162100650,20140922T000000,316000.0,4,2.5,2320,7379,2.0,0,0,3,8,2320,0,1987,0,98003,47.3432,-122.316,2230,7614 +3904902510,20140512T000000,690000.0,4,2.5,2670,13463,2.0,0,0,4,9,2670,0,1989,0,98029,47.5627,-122.018,2560,10982 +418000330,20140808T000000,199950.0,2,1.0,700,5200,1.0,0,0,5,5,700,0,1952,0,98056,47.4924,-122.174,970,5200 +7689600330,20140813T000000,207000.0,3,1.0,860,7740,1.0,0,0,3,6,860,0,1960,0,98178,47.4906,-122.244,980,7200 +2473370870,20150416T000000,449950.0,4,2.25,3490,8400,1.5,0,0,4,8,3490,0,1976,0,98058,47.4513,-122.128,2320,8723 +2023069054,20150318T000000,361550.0,3,1.75,1160,257875,1.0,0,0,2,7,1160,0,1980,0,98059,47.4655,-122.072,1420,15450 +293800410,20140924T000000,824000.0,4,3.5,3650,57538,2.0,0,0,3,10,3650,0,1996,0,98077,47.7711,-122.041,3730,56257 +7752000065,20150106T000000,537000.0,3,1.75,1550,10050,1.0,0,0,5,7,1550,0,1957,0,98008,47.6345,-122.123,1720,10050 +191100870,20140805T000000,838400.0,4,2.5,2620,9525,2.5,0,0,4,9,2620,0,1974,0,98040,47.5631,-122.219,2580,9525 +5347200220,20140911T000000,225000.0,2,1.0,720,4758,1.0,0,0,3,6,720,0,1947,0,98126,47.5176,-122.376,990,4920 +7604400150,20150423T000000,329900.0,3,2.0,1380,5198,1.0,0,0,4,7,1380,0,1982,0,98106,47.5514,-122.357,1320,6827 +3024089057,20150106T000000,282500.0,4,1.0,1170,34925,1.0,0,0,4,6,1170,0,1942,0,98065,47.5305,-121.841,1610,28108 +2212901010,20150406T000000,229950.0,3,1.75,1170,11960,1.0,0,0,4,7,1170,0,1969,0,98042,47.3279,-122.136,1230,9800 +6414100482,20150331T000000,500000.0,2,1.0,1630,12059,1.0,0,0,3,7,1270,360,1947,0,98125,47.7228,-122.314,1660,8800 +9455200329,20141104T000000,495000.0,3,1.75,1890,6557,1.0,0,0,3,8,1890,0,1967,0,98125,47.7032,-122.286,1920,6793 +9536601996,20140610T000000,149500.0,3,1.0,1010,9450,1.0,0,0,4,7,1010,0,1959,0,98198,47.3592,-122.315,1240,9450 +1546600230,20140818T000000,726000.0,3,2.5,2040,10033,1.0,0,0,4,8,1420,620,1974,0,98005,47.6375,-122.173,2260,10115 +8691330330,20150409T000000,899000.0,4,2.5,4080,10295,2.0,0,0,3,10,4080,0,1998,0,98075,47.5933,-121.982,3470,10295 +7788400065,20150315T000000,317000.0,3,1.0,1270,8925,1.0,0,0,5,7,1270,0,1955,0,98056,47.5124,-122.165,1270,8996 +2771101251,20150326T000000,395000.0,1,1.0,790,3000,1.0,0,0,3,6,790,0,1953,0,98199,47.6544,-122.386,1110,4100 +4475000120,20150202T000000,360000.0,4,3.0,2580,6740,2.0,0,0,3,8,2580,0,1999,0,98058,47.4296,-122.185,2010,6740 +3905120540,20140618T000000,570000.0,4,2.5,2290,6738,2.0,0,0,3,8,2290,0,1996,0,98029,47.5714,-122.005,2100,6261 +8562890910,20140619T000000,320000.0,4,2.5,3490,5000,2.0,0,0,3,8,3490,0,2003,0,98042,47.3772,-122.127,2910,5025 +7701700040,20140925T000000,320000.0,3,1.75,1510,30185,1.5,0,0,3,7,1510,0,1976,0,98058,47.4118,-122.089,1470,12465 +7237300330,20150312T000000,268000.0,5,2.5,2400,4564,2.0,0,0,3,7,2400,0,2004,0,98042,47.369,-122.126,1880,4109 +7883608693,20140627T000000,191000.0,2,1.0,900,3400,1.0,0,0,5,6,900,0,1905,0,98108,47.5269,-122.314,940,6000 +4363700304,20140804T000000,400000.0,2,1.0,1270,7440,1.0,0,0,4,7,910,360,1949,0,98126,47.5285,-122.372,1040,7500 +2768100040,20140701T000000,515000.0,2,1.0,1050,5000,1.0,0,0,5,7,1050,0,1907,0,98107,47.6699,-122.369,1340,5000 +7853220120,20150416T000000,610000.0,4,2.5,2950,9010,2.0,0,0,3,9,2950,0,2004,0,98065,47.531,-121.86,3160,8813 +9547204675,20141024T000000,538000.0,2,1.75,1850,3060,1.0,0,0,3,7,1060,790,1929,1992,98115,47.6821,-122.308,1850,4080 +7852150220,20140603T000000,432000.0,3,2.5,1970,4036,2.0,0,0,4,7,1970,0,2003,0,98065,47.5335,-121.869,1960,5020 +5089700720,20150127T000000,335000.0,4,2.25,2400,8592,2.0,0,0,3,8,2400,0,1978,0,98055,47.4383,-122.193,2180,8100 +3705900124,20150220T000000,302000.0,5,1.75,2360,8642,1.5,0,0,5,7,2060,300,1926,0,98133,47.7617,-122.335,1950,8491 +5425700150,20140804T000000,787500.0,4,1.75,1580,9382,1.0,0,0,3,7,1080,500,1963,0,98039,47.6353,-122.232,2010,9382 +6141100065,20141218T000000,420000.0,3,1.0,1790,7055,1.0,0,0,5,8,1520,270,1937,0,98133,47.718,-122.355,1710,7055 +2726079098,20140918T000000,560000.0,3,2.5,2840,216493,2.0,0,0,3,9,2840,0,1991,0,98014,47.702,-121.892,2820,175111 +3904960150,20150423T000000,535000.0,3,2.5,1970,6634,2.0,0,0,3,8,1970,0,1989,0,98029,47.5759,-122.012,2090,6176 +3298700156,20140610T000000,310000.0,3,2.5,1780,6771,1.0,0,0,3,7,1230,550,1990,0,98106,47.5237,-122.353,1780,6771 +5700000180,20141208T000000,760000.0,5,2.0,3920,5250,1.5,0,0,5,7,2560,1360,1910,0,98144,47.5798,-122.294,1830,4240 +646910620,20140922T000000,242500.0,3,1.75,1550,1905,2.0,0,0,3,7,1550,0,2005,0,98055,47.4331,-122.195,1550,1866 +2397100975,20150220T000000,1313000.0,6,3.0,2980,7200,1.5,0,2,3,8,2980,0,1911,0,98119,47.6366,-122.362,1720,3600 +5365200040,20141016T000000,235000.0,3,1.0,1270,7153,1.0,0,0,5,6,1270,0,1949,0,98055,47.4815,-122.226,1650,7153 +4157600180,20150223T000000,598780.0,4,2.25,3040,12160,1.0,0,0,4,7,1520,1520,1963,0,98007,47.5911,-122.133,2560,12090 +723099044,20140807T000000,433200.0,3,2.5,2075,16200,2.0,0,0,3,8,2075,0,2002,0,98045,47.4848,-121.698,2300,32379 +3343300644,20150511T000000,343000.0,2,1.0,1110,9920,1.0,0,0,5,6,700,410,1942,0,98056,47.5454,-122.192,2830,10091 +2870000040,20141110T000000,145000.0,2,1.0,800,8125,1.0,0,0,3,6,800,0,1964,0,98033,47.6836,-122.174,2390,8125 +739000035,20150116T000000,291970.0,1,1.0,680,21727,1.0,0,0,3,5,680,0,1952,1995,98058,47.446,-122.175,1470,19406 +8118600155,20150318T000000,599950.0,3,1.0,1680,7910,1.0,0,0,3,7,1680,0,1949,0,98146,47.5085,-122.385,1330,7910 +3025059072,20140725T000000,1749000.0,4,2.5,3910,22710,1.5,0,0,3,8,3910,0,1908,2003,98004,47.6295,-122.217,2920,16544 +524059241,20150319T000000,870000.0,4,1.75,2780,11000,1.0,0,0,3,9,1560,1220,1964,0,98004,47.595,-122.203,2350,11700 +2215900410,20150508T000000,323000.0,4,2.75,2000,9083,2.0,0,0,4,7,2000,0,1992,0,98038,47.3511,-122.058,1690,7735 +7215730410,20140825T000000,727000.0,4,3.0,3150,9703,2.0,0,0,3,9,3150,0,2001,0,98075,47.5962,-122.018,3150,8819 +3751600146,20141023T000000,166000.0,1,1.0,1120,17332,1.0,0,0,3,7,1120,0,1988,0,98001,47.2972,-122.267,1280,17334 +3461000120,20150430T000000,450000.0,4,1.75,1740,12204,1.0,0,0,3,7,1270,470,1961,0,98155,47.7675,-122.277,2190,12204 +9238500040,20140624T000000,400000.0,3,2.5,2970,23100,1.0,0,0,3,7,1510,1460,1967,0,98072,47.7735,-122.133,2390,20300 +9238500040,20150210T000000,599000.0,3,2.5,2970,23100,1.0,0,0,3,7,1510,1460,1967,0,98072,47.7735,-122.133,2390,20300 +3751604895,20140605T000000,165000.0,3,1.0,1150,19200,1.0,0,0,4,5,1150,0,1908,0,98001,47.2756,-122.27,1290,19200 +8961800035,20140605T000000,229000.0,2,1.0,1190,7408,1.0,0,0,3,6,830,360,1941,0,98168,47.5094,-122.31,1140,7408 +1154100205,20141013T000000,305000.0,1,1.0,900,7500,1.0,0,0,3,5,900,0,1946,1987,98155,47.7553,-122.283,1470,7500 +9274203036,20140915T000000,930000.0,3,3.25,2950,4446,2.0,0,0,3,9,2450,500,2001,0,98116,47.5852,-122.391,1930,4255 +3296000040,20140923T000000,542000.0,3,2.5,1990,15985,1.0,0,0,3,8,1540,450,1964,0,98007,47.6205,-122.141,2470,10125 +1421069123,20140909T000000,214000.0,3,1.0,1020,9147,1.0,0,0,4,6,1020,0,1900,1965,98010,47.3127,-122.002,1600,9700 +1245500276,20140909T000000,718000.0,3,2.5,2070,7200,2.0,0,0,3,8,2070,0,2001,0,98033,47.6946,-122.211,1650,8877 +263000325,20140611T000000,349000.0,3,2.5,1430,1002,3.0,0,0,3,8,1430,0,2002,0,98103,47.698,-122.349,1430,1530 +8802400644,20150505T000000,305000.0,3,2.5,2030,8000,2.0,0,0,3,7,2030,0,1997,0,98031,47.4024,-122.216,2290,7945 +9826701345,20140715T000000,498000.0,3,2.5,1620,2640,2.0,0,0,4,7,1620,0,1900,1993,98122,47.6036,-122.305,1370,3840 +3221059044,20140523T000000,799950.0,4,3.5,4220,196817,2.0,0,0,3,10,4220,0,1993,0,98092,47.2642,-122.187,2500,195395 +9430110120,20150505T000000,737000.0,3,2.5,2300,7800,2.0,0,2,3,9,2300,0,1997,0,98052,47.6842,-122.155,2300,8187 +424069275,20141226T000000,860000.0,4,3.25,3830,10005,2.0,0,0,3,10,3830,0,2001,0,98075,47.5953,-122.039,2555,5204 +9485940330,20140702T000000,339950.0,3,2.5,2390,34041,1.0,0,0,3,8,1840,550,1984,0,98042,47.3546,-122.081,2460,35686 +2787460120,20140516T000000,249000.0,3,2.25,1440,7673,1.0,0,0,3,7,940,500,1982,0,98031,47.4034,-122.178,1440,8418 +293000180,20150507T000000,370000.0,2,1.0,910,5525,1.0,0,0,2,6,910,0,1910,0,98126,47.5322,-122.379,1620,5525 +7785000220,20141013T000000,725000.0,3,2.0,1550,12262,1.0,0,0,4,7,1550,0,1964,0,98040,47.5755,-122.216,2900,12372 +1523059183,20141205T000000,529000.0,5,2.5,2380,91476,1.0,0,0,4,8,1580,800,1976,0,98059,47.479,-122.153,1880,12870 +9536601852,20150317T000000,310000.0,4,2.75,2060,8100,1.0,0,0,4,7,1310,750,1988,0,98198,47.3581,-122.317,1540,8100 +2591800530,20141027T000000,315000.0,4,2.25,1880,9163,2.0,0,0,3,8,1880,0,1981,0,98058,47.4362,-122.165,1900,7980 +1732800865,20141002T000000,1300000.0,4,2.5,3470,4160,2.0,0,0,3,9,2480,990,1927,0,98119,47.63,-122.363,2280,5440 +2525000760,20141105T000000,435000.0,3,2.0,2360,12744,2.0,0,0,5,7,2360,0,1964,0,98059,47.483,-122.164,1650,8625 +428100580,20140716T000000,350000.0,3,1.75,1970,10800,1.0,0,0,4,7,1300,670,1979,0,98056,47.5107,-122.172,1970,8768 +2143700676,20140908T000000,240000.0,3,1.0,1040,7800,1.0,0,0,3,7,1040,0,1948,0,98055,47.4804,-122.229,1780,8400 +2313900610,20150428T000000,410000.0,3,2.25,1420,3750,2.0,0,0,3,7,1420,0,1987,0,98116,47.5725,-122.383,1430,4664 +8946410040,20140923T000000,430000.0,4,2.75,2290,5249,2.0,0,0,3,7,2290,0,2003,0,98059,47.4916,-122.162,2270,4348 +3275730120,20140818T000000,446000.0,4,2.5,1530,8375,1.0,0,0,3,7,1020,510,1974,0,98034,47.7174,-122.236,1650,9794 +7334500120,20140611T000000,240000.0,3,1.5,1360,9760,1.5,0,0,5,7,1360,0,1984,0,98045,47.4648,-121.757,1310,11456 +5561401210,20150108T000000,595000.0,4,3.0,3680,35736,1.5,0,0,4,8,2320,1360,1970,0,98027,47.4703,-122.015,3210,39512 +8651410330,20150306T000000,215150.0,3,1.0,920,4770,1.0,0,0,4,6,920,0,1969,0,98042,47.3654,-122.082,920,4770 +4058801325,20140522T000000,319950.0,2,1.0,1070,5824,1.0,0,2,5,7,1070,0,1949,0,98178,47.507,-122.242,2090,7980 +2817100910,20140616T000000,385000.0,3,2.0,1590,9912,2.0,0,0,3,8,1590,0,2000,0,98070,47.3731,-122.43,1670,9912 +8647800040,20150325T000000,280000.0,3,2.5,1600,6700,2.0,0,0,3,8,1600,0,1991,0,98042,47.3618,-122.074,1790,7577 +1138010180,20150511T000000,399950.0,3,2.5,1510,7300,1.0,0,0,3,7,1040,470,1974,0,98034,47.7153,-122.211,1360,7300 +4014400237,20140523T000000,132500.0,3,1.0,1080,10500,1.0,0,0,3,7,1080,0,1967,0,98001,47.32,-122.278,1200,9607 +9358000650,20150423T000000,399950.0,2,0.75,1330,2856,1.0,0,0,4,7,930,400,1916,0,98126,47.5671,-122.37,1330,2856 +6150200180,20140721T000000,290000.0,2,1.0,850,6800,1.0,0,0,3,7,850,0,1948,0,98133,47.7282,-122.337,870,6800 +8146300180,20150512T000000,860000.0,5,2.25,1960,8592,1.0,0,0,4,8,1290,670,1958,0,98004,47.6066,-122.192,1720,8592 +2424049029,20140529T000000,3100000.0,6,4.25,6980,15682,3.0,0,4,4,12,5330,1650,1999,0,98040,47.5552,-122.231,3930,18367 +3352400905,20140516T000000,245000.0,4,1.0,1530,7200,1.5,0,0,3,7,1400,130,1948,0,98178,47.5015,-122.262,1530,7200 +393000385,20141215T000000,255000.0,3,1.5,1320,7980,1.0,0,0,3,7,1320,0,1956,0,98178,47.5068,-122.259,2000,7700 +7417100133,20141113T000000,310000.0,4,3.0,2320,7200,2.0,0,0,3,7,2320,0,1976,0,98155,47.7703,-122.312,2050,10000 +3782100035,20140813T000000,299000.0,3,1.0,960,8100,1.0,0,0,3,7,960,0,1955,0,98155,47.7763,-122.305,1080,8100 +3905120330,20141110T000000,575000.0,4,2.5,2040,5508,2.0,0,0,4,8,2040,0,1996,0,98029,47.5719,-122.007,2130,5496 +9310300211,20141114T000000,284000.0,3,1.0,1080,8214,1.0,0,0,3,7,1080,0,1944,0,98133,47.7401,-122.348,1850,13560 +1868900035,20150407T000000,840000.0,3,1.75,2020,4800,1.0,0,0,4,8,1090,930,1926,0,98115,47.6726,-122.294,1680,4800 +3574801510,20140813T000000,442573.0,3,1.75,1780,7567,1.0,0,0,3,7,1290,490,1980,0,98034,47.7314,-122.225,1910,8645 +5102400035,20141008T000000,560000.0,3,1.0,1140,7028,1.0,0,0,3,8,1140,0,1931,0,98115,47.6948,-122.322,1350,6923 +2810100040,20140507T000000,485000.0,3,2.0,1610,4160,1.0,0,0,4,7,1010,600,1917,0,98136,47.5421,-122.388,1040,4400 +785000040,20150318T000000,472500.0,4,1.75,1440,8536,1.0,0,0,4,7,1440,0,1961,0,98033,47.6775,-122.18,1720,9748 +3861470120,20141126T000000,1610000.0,4,2.75,4270,25807,2.0,0,0,3,11,4270,0,1996,0,98004,47.5951,-122.206,3860,20723 +8813400155,20141219T000000,808000.0,8,3.75,3460,4600,2.0,0,0,3,7,2860,600,1987,0,98105,47.6617,-122.289,2170,3750 +526059199,20141022T000000,398000.0,3,1.75,1890,16001,1.5,0,0,4,7,1890,0,1950,0,98011,47.7663,-122.201,1820,11450 +5126300770,20150217T000000,340000.0,3,2.5,2240,6000,2.0,0,0,3,8,2240,0,2003,0,98059,47.4837,-122.138,2400,6000 +2734100395,20150513T000000,380000.0,2,1.0,760,4000,1.5,0,0,3,6,760,0,1910,0,98108,47.5462,-122.32,1130,4000 +795000865,20140912T000000,235000.0,3,1.0,1020,6173,1.0,0,0,3,6,780,240,1948,0,98168,47.5042,-122.329,1330,5909 +3763300040,20141027T000000,400000.0,3,1.5,1330,9900,1.0,0,0,3,7,1330,0,1956,0,98034,47.7167,-122.233,1940,9900 +1777600880,20140711T000000,582000.0,5,2.5,2780,12335,1.0,0,0,4,8,1590,1190,1968,0,98006,47.5681,-122.128,2750,9930 +3361401210,20141231T000000,209000.0,2,1.0,1070,6120,1.0,0,0,3,6,1070,0,1962,0,98168,47.4989,-122.317,1130,6120 +1431600180,20150403T000000,335000.0,5,3.0,2660,7700,1.5,0,0,4,7,1670,990,1962,0,98058,47.46,-122.174,1610,7700 +7454001120,20141212T000000,285950.0,2,1.0,710,7120,1.0,0,0,5,6,710,0,1942,0,98146,47.5122,-122.374,1100,7020 +5561100180,20141107T000000,645000.0,5,2.25,3340,52476,2.0,0,0,4,8,3340,0,1975,0,98027,47.4553,-121.987,2460,48351 +8658303080,20141223T000000,312000.0,2,1.0,1160,7500,1.5,0,0,4,7,1160,0,1916,0,98014,47.6499,-121.916,1110,7500 +6795100589,20141010T000000,663000.0,3,2.25,2840,59677,1.0,0,0,3,7,1580,1260,1967,0,98075,47.5828,-122.044,2220,31688 +3345100184,20141020T000000,443950.0,3,1.75,2000,36000,1.0,0,0,3,6,2000,0,1946,1995,98056,47.5217,-122.182,2100,9681 +9284801165,20140530T000000,315000.0,3,2.0,1060,5750,1.0,0,0,3,7,1060,0,1981,0,98126,47.5523,-122.372,1080,5750 +7229100180,20150323T000000,302200.0,4,1.5,1730,10396,1.0,0,0,3,7,1730,0,1964,0,98058,47.4497,-122.168,1510,10396 +9808630120,20150108T000000,770000.0,3,2.5,2190,2658,2.0,0,3,4,9,2190,0,1979,0,98033,47.6528,-122.203,2315,2538 +2473411210,20150122T000000,374950.0,4,1.75,1660,8160,1.0,0,0,3,8,1660,0,1974,0,98058,47.4483,-122.129,1800,7684 +8029500180,20140611T000000,330000.0,3,2.5,2210,7557,2.0,0,0,3,9,2210,0,1989,0,98023,47.3079,-122.393,2440,8641 +3438503014,20141020T000000,230000.0,2,1.0,870,7020,1.0,0,0,4,6,570,300,1942,0,98106,47.5404,-122.352,1730,7020 +5100403882,20150427T000000,967000.0,4,2.5,3100,7250,2.0,0,0,3,9,3100,0,2010,0,98115,47.6961,-122.316,1240,6670 +6909200401,20140908T000000,536500.0,4,2.5,1720,3515,2.0,0,2,3,8,1470,250,2000,0,98144,47.591,-122.293,1140,2208 +2113700360,20140627T000000,315000.0,6,4.0,3120,4240,2.0,0,2,4,7,2090,1030,1993,0,98106,47.5305,-122.353,1460,4240 +2028701075,20140716T000000,626000.0,3,1.0,1040,4240,1.0,0,0,4,7,860,180,1924,0,98117,47.6768,-122.367,1170,4240 +3755200220,20140718T000000,334009.0,4,2.0,1650,9305,1.0,0,0,4,6,1650,0,1960,0,98034,47.7183,-122.213,1860,7486 +2767800065,20150129T000000,429000.0,2,1.0,1010,5000,1.0,0,0,2,7,1010,0,1924,0,98107,47.6715,-122.365,1410,5000 +1136100087,20150205T000000,818000.0,4,2.5,4020,44431,2.0,0,0,3,10,4020,0,1987,0,98072,47.7467,-122.132,3440,52900 +3422059257,20140828T000000,326000.0,5,2.75,2166,6342,2.0,0,0,3,8,2166,0,2013,0,98042,47.3461,-122.152,2474,5948 +3438502083,20140612T000000,310000.0,5,3.0,1880,5000,1.0,0,0,3,7,1100,780,1997,0,98106,47.5453,-122.363,1640,5000 +930000234,20150421T000000,525000.0,4,2.0,2260,7680,1.0,0,0,4,7,1130,1130,1947,0,98177,47.7193,-122.361,1800,7680 +2475200330,20150403T000000,350000.0,3,2.25,2010,4400,1.5,0,0,3,7,2010,0,1986,0,98055,47.4735,-122.189,1720,4187 +6352600650,20150402T000000,936000.0,4,2.5,3330,8897,2.0,0,0,3,10,3330,0,2001,0,98074,47.6484,-122.08,3150,7515 +4415600040,20141129T000000,226000.0,3,1.0,1520,7200,1.0,0,0,3,7,1030,490,1954,0,98166,47.4527,-122.352,1530,7201 +7974700150,20150501T000000,1250000.0,5,3.5,3510,4798,2.0,0,0,3,10,2700,810,2008,0,98105,47.669,-122.282,1460,1684 +820079043,20140819T000000,428000.0,3,1.75,1580,507038,1.0,0,2,4,7,1580,0,1985,0,98022,47.2303,-121.936,2040,210394 +8910500150,20140529T000000,329932.0,3,1.5,1460,5040,1.0,0,0,3,7,1100,360,1971,0,98133,47.7112,-122.357,2330,7560 +8910500150,20150120T000000,539000.0,3,1.5,1460,5040,1.0,0,0,3,7,1100,360,1971,0,98133,47.7112,-122.357,2330,7560 +1938400410,20150310T000000,275000.0,3,1.75,1650,7700,1.0,0,0,4,8,1650,0,1977,0,98023,47.3155,-122.365,2020,7700 +7338200180,20140910T000000,590000.0,4,2.5,2660,35010,2.0,0,2,3,9,2660,0,1993,0,98045,47.4816,-121.714,2330,35448 +3636800180,20150123T000000,782000.0,4,2.5,3510,24604,2.0,0,0,3,10,3510,0,1997,0,98053,47.6772,-122.056,3530,26673 +9545240180,20140616T000000,575000.0,4,2.5,2120,9603,2.0,0,0,3,8,2120,0,1985,0,98027,47.5348,-122.053,1990,9611 +3293700482,20150114T000000,509000.0,3,2.25,1780,9315,2.0,0,0,3,7,1780,0,1996,0,98133,47.7484,-122.353,1780,8545 +7968000120,20140509T000000,290000.0,4,2.5,2000,13300,1.0,0,0,4,7,1200,800,1968,0,98001,47.353,-122.294,1800,9810 +7655900062,20140728T000000,305240.0,3,1.0,1300,9000,1.0,0,0,3,7,1300,0,1956,0,98133,47.7352,-122.337,1500,9600 +4321200970,20140610T000000,555000.0,3,2.0,2180,4976,1.5,0,2,4,8,1680,500,1930,0,98126,47.573,-122.38,1850,5000 +8645540040,20140725T000000,317000.0,3,2.0,1790,8228,1.0,0,0,3,7,1390,400,1980,0,98058,47.4658,-122.172,1880,8228 +7504200120,20140613T000000,430000.0,3,2.0,1910,5040,1.5,0,0,3,8,1910,0,1971,0,98074,47.6312,-122.061,1980,4275 +3867400175,20150224T000000,850000.0,2,1.5,1800,4144,1.0,0,4,4,7,900,900,1962,0,98116,47.5934,-122.39,2090,4173 +4022906222,20141126T000000,469000.0,3,2.25,2620,10659,1.0,0,0,3,7,1660,960,1976,0,98155,47.7643,-122.273,1820,12071 +7346600092,20140730T000000,327200.0,2,2.0,1440,8425,1.0,0,0,4,6,1440,0,1942,1983,98168,47.4831,-122.296,1430,12037 +3222049044,20140612T000000,835000.0,3,3.0,2790,12523,2.0,1,4,4,8,1600,1190,1977,0,98198,47.3571,-122.324,2990,11476 +1843100580,20140903T000000,360000.0,4,2.5,2340,13445,2.0,0,0,3,8,2340,0,1990,0,98042,47.374,-122.125,2340,11188 +393000142,20141211T000000,372000.0,4,2.5,2070,8658,2.0,0,0,3,8,2070,0,1999,0,98178,47.5072,-122.257,2010,7215 +3288200360,20150326T000000,453000.0,3,1.0,2160,11484,1.5,0,0,4,7,2160,0,1968,0,98034,47.7277,-122.185,2270,10080 +5379800040,20140813T000000,275000.0,2,1.75,2090,11317,1.0,0,0,5,7,1090,1000,1931,0,98188,47.4594,-122.279,1940,11317 +6843600040,20140702T000000,475000.0,4,2.5,2040,7260,2.0,0,0,4,7,2040,0,1963,0,98133,47.7399,-122.332,2040,7360 +1091500120,20150213T000000,310000.0,4,2.75,1950,9720,1.0,0,0,3,7,1400,550,1986,0,98031,47.3969,-122.205,2300,10530 +7148200040,20150210T000000,173000.0,4,2.0,1200,8460,1.0,0,0,5,7,1200,0,1957,0,98188,47.4413,-122.277,1350,8623 +1623089025,20150403T000000,313500.0,5,3.0,2240,94960,1.0,0,0,3,6,2240,0,1985,0,98045,47.481,-121.788,1780,43400 +3278600760,20140729T000000,345000.0,3,2.5,1360,1489,2.0,0,0,3,8,1360,0,2007,0,98126,47.549,-122.372,1360,1688 +1226039054,20150316T000000,436000.0,3,1.5,1500,10200,1.0,0,0,3,8,1300,200,1955,0,98177,47.7598,-122.359,1950,9500 +798000145,20140924T000000,244500.0,2,1.75,1300,14500,1.0,0,0,3,6,650,650,1939,0,98168,47.4989,-122.329,1370,12986 +7905400040,20140711T000000,206000.0,3,1.75,1140,9800,1.0,0,0,4,7,1140,0,1968,0,98001,47.3063,-122.27,1370,9800 +3825310720,20150421T000000,890000.0,4,2.5,2930,9158,2.0,0,0,3,9,2930,0,2005,0,98052,47.7065,-122.13,3590,8065 +4137000540,20150122T000000,329950.0,4,2.25,2140,8874,2.0,0,0,3,8,2140,0,1986,0,98092,47.2654,-122.217,2140,8789 +120059044,20150217T000000,250000.0,3,1.75,1628,286355,1.0,0,0,3,7,1628,0,1996,0,98092,47.2558,-122.122,1490,216344 +420069021,20141027T000000,246000.0,3,2.0,1990,203861,1.0,0,0,3,7,1990,0,1949,0,98022,47.2507,-122.039,2760,217800 +622100092,20140716T000000,440000.0,3,1.75,1950,19747,1.0,0,0,3,7,1150,800,1979,0,98072,47.7685,-122.162,2560,9674 +3876312620,20140924T000000,395000.0,4,1.75,1910,8117,1.0,0,0,3,7,1460,450,1975,0,98072,47.7344,-122.173,1810,8100 +3331001165,20140926T000000,305000.0,3,1.0,820,5150,1.0,0,0,5,6,820,0,1918,0,98118,47.5514,-122.284,1100,5150 +2019200220,20140923T000000,160000.0,3,2.25,1470,8682,1.0,0,0,3,7,1160,310,1985,0,98003,47.2729,-122.299,1670,8359 +2019200220,20150226T000000,269000.0,3,2.25,1470,8682,1.0,0,0,3,7,1160,310,1985,0,98003,47.2729,-122.299,1670,8359 +7956200220,20140811T000000,169500.0,3,1.0,1060,10023,1.0,0,0,3,6,1060,0,1962,0,98023,47.2869,-122.36,1060,10023 +6632900452,20141205T000000,690500.0,4,2.75,3130,8920,2.0,0,0,3,8,3130,0,2014,0,98155,47.7397,-122.316,1450,9183 +8165100035,20141203T000000,245560.0,2,1.5,1260,9693,1.0,0,0,3,7,1260,0,1957,0,98177,47.7775,-122.365,1800,9693 +9264930970,20150311T000000,345000.0,4,2.75,2200,13498,2.0,0,0,3,8,2200,0,1987,0,98023,47.3148,-122.35,2190,11850 +3344500085,20141015T000000,383000.0,4,1.75,2580,19607,1.0,0,2,4,8,1290,1290,1958,0,98056,47.5067,-122.197,1970,9569 +3320000222,20140827T000000,388500.0,3,2.25,1350,944,2.0,0,0,3,8,1050,300,2007,0,98144,47.5997,-122.312,1350,1245 +3375300210,20140918T000000,250000.0,3,1.75,1350,8548,1.0,0,0,3,7,1350,0,1985,0,98003,47.3179,-122.33,1660,8538 +5469500580,20150203T000000,455500.0,3,1.75,2290,19000,1.0,0,0,4,9,1650,640,1973,0,98042,47.3837,-122.158,2900,13034 +8146100610,20141201T000000,672000.0,3,1.0,1220,8573,1.0,0,0,4,7,1220,0,1954,0,98004,47.6088,-122.193,1390,8573 +3223059123,20140630T000000,550000.0,4,1.5,2750,128502,1.0,0,0,2,7,1500,1250,1958,0,98055,47.4345,-122.198,1470,11514 +2325059101,20150506T000000,487000.0,3,1.75,1430,12632,1.0,0,0,3,7,1430,0,1959,0,98008,47.6371,-122.123,1750,10350 +9475710040,20140820T000000,291375.0,4,2.5,2220,6233,2.0,0,0,3,7,2220,0,2001,0,98059,47.4887,-122.15,2220,5352 +9310300175,20150304T000000,225000.0,3,1.0,1490,15850,1.0,0,0,3,7,1490,0,1946,0,98133,47.7411,-122.347,1950,13228 +8099900040,20141111T000000,519950.0,5,3.5,2440,10200,2.0,0,0,4,7,2440,0,1974,0,98075,47.5814,-122.003,2000,10568 +3224800120,20140826T000000,250000.0,3,2.5,2070,8400,2.0,0,0,4,8,2070,0,1990,0,98002,47.3099,-122.206,2070,9239 +4232903265,20140918T000000,614950.0,3,1.0,1500,2400,1.5,0,0,5,7,1500,0,1900,0,98119,47.6333,-122.362,1780,3600 +8861500065,20150114T000000,599500.0,4,2.25,2020,10260,2.0,0,0,4,7,2020,0,1984,0,98052,47.6801,-122.114,2020,10311 +3585300365,20140924T000000,625000.0,4,1.5,2190,13660,1.0,0,3,3,8,2190,0,1952,0,98177,47.7658,-122.37,2520,20500 +8019200360,20150506T000000,248500.0,2,1.0,780,10064,1.0,0,0,4,7,780,0,1958,0,98168,47.4913,-122.318,1090,14750 +2862100205,20140930T000000,469950.0,5,2.0,1220,4200,1.0,0,0,4,6,1090,130,1921,0,98105,47.6677,-122.321,1790,4200 +7420100040,20150422T000000,525000.0,3,1.5,1840,10956,1.0,0,0,4,8,1840,0,1970,0,98033,47.6746,-122.164,1680,10950 +223039229,20140902T000000,787500.0,2,2.5,2390,6928,2.0,0,3,4,8,1810,580,1949,1982,98146,47.5101,-122.391,2390,12852 +7967950040,20150416T000000,485000.0,4,2.5,3710,15935,1.0,0,0,3,10,2130,1580,2005,0,98001,47.3528,-122.267,3674,17913 +1443500120,20150407T000000,310000.0,2,1.0,750,5379,1.0,0,0,3,6,750,0,1919,0,98118,47.5324,-122.272,1030,5511 +3920000040,20141010T000000,280000.0,5,2.0,2110,7919,1.0,0,0,3,7,1110,1000,1966,0,98118,47.5164,-122.267,1590,5250 +126059021,20150402T000000,200000.0,4,1.0,1020,42966,1.5,0,0,4,6,1020,0,1922,0,98072,47.7617,-122.11,2250,37680 +8106300970,20141010T000000,490000.0,3,2.5,3080,7363,2.0,0,0,3,9,3080,0,2006,0,98055,47.4473,-122.205,2860,5273 +9320900610,20141231T000000,146000.0,3,1.0,900,4770,1.0,0,0,3,6,900,0,1969,2009,98023,47.3038,-122.362,900,3480 +5647900650,20141120T000000,500000.0,5,3.0,3720,25474,2.0,0,4,3,9,2090,1630,1986,0,98001,47.3296,-122.256,1870,14547 +1432701430,20140910T000000,242500.0,3,1.0,940,7380,1.0,0,0,3,6,940,0,1959,0,98058,47.4516,-122.175,1210,8095 +6632300477,20141006T000000,324950.0,3,1.0,1040,7288,1.0,0,0,3,7,1040,0,1959,0,98125,47.7287,-122.311,1160,7287 +9476200150,20150416T000000,231500.0,2,1.0,1000,7615,1.0,0,0,4,6,1000,0,1943,0,98056,47.49,-122.191,1060,8000 +8029500450,20140529T000000,300000.0,3,2.5,2080,9827,2.0,0,0,3,8,2080,0,1989,0,98023,47.3058,-122.394,2660,9861 +9510320150,20141202T000000,545000.0,4,2.5,2500,50595,2.0,0,0,3,9,2500,0,1997,0,98045,47.4736,-121.731,2765,33720 +415100085,20150217T000000,350000.0,3,1.0,1050,8583,1.0,0,0,5,6,1050,0,1955,0,98133,47.7451,-122.339,1460,7351 +8562850150,20140523T000000,467100.0,3,1.75,1620,8645,1.0,0,0,3,7,1190,430,1973,0,98052,47.6651,-122.151,2010,8645 +1951600150,20150408T000000,180000.0,3,1.0,1610,8500,1.5,0,0,3,7,1610,0,1959,0,98032,47.3717,-122.297,1070,8750 +6745700150,20140710T000000,749000.0,4,1.5,2130,5000,2.0,0,0,4,8,2130,0,1920,0,98144,47.5828,-122.291,2560,5000 +9211520410,20141009T000000,245000.0,3,2.5,1460,11593,2.0,0,0,3,7,1460,0,1989,0,98023,47.2984,-122.385,1640,9703 +3388000040,20140819T000000,260000.0,5,1.0,1600,7350,1.0,0,0,5,7,1600,0,1962,0,98031,47.3943,-122.196,1600,7725 +3566800040,20140607T000000,490000.0,3,3.0,1730,2940,3.0,0,0,3,7,1730,0,1985,0,98117,47.6911,-122.392,1690,4410 +4221250120,20140827T000000,565000.0,4,2.5,2280,4602,2.0,0,0,3,8,2280,0,2003,0,98075,47.5895,-122.019,2280,4193 +1402600040,20140825T000000,330000.0,4,2.25,2430,7490,2.0,0,0,3,8,2430,0,1983,0,98058,47.4406,-122.139,2070,7469 +2720000120,20141104T000000,295000.0,3,1.0,1380,7575,1.0,0,0,4,7,1380,0,1963,0,98056,47.5139,-122.187,1320,7600 +3359500665,20141009T000000,725000.0,3,1.5,1790,6000,1.5,0,0,4,7,1790,0,1903,0,98115,47.6754,-122.325,1290,3500 +7732650040,20140903T000000,1135000.0,4,2.5,3370,10602,2.0,0,0,3,10,3370,0,1999,0,98007,47.6591,-122.147,2950,9949 +2874600040,20140804T000000,680000.0,3,2.25,2920,6300,1.0,0,0,3,8,1710,1210,1956,0,98177,47.7065,-122.37,1940,6300 +6154900065,20141030T000000,490000.0,2,1.0,2180,9300,1.0,0,0,4,7,1090,1090,1947,0,98177,47.7032,-122.371,1830,7378 +3491300180,20150427T000000,635000.0,3,1.75,1480,6985,1.5,0,0,4,7,1200,280,1926,0,98117,47.686,-122.374,1480,5588 +619079096,20150406T000000,750000.0,3,2.5,2350,715690,1.5,0,0,4,9,2350,0,1979,0,98022,47.1622,-121.971,1280,325393 +9264920620,20141209T000000,330000.0,4,2.25,2440,8098,2.0,0,0,3,8,2440,0,1983,0,98023,47.3126,-122.346,2110,7911 +7899800730,20150324T000000,270000.0,3,2.5,1350,1189,2.0,0,0,3,7,1080,270,2007,0,98106,47.5218,-122.358,1300,1182 +8944750730,20140514T000000,340000.0,3,2.25,1970,3716,2.0,0,0,3,7,1970,0,1997,0,98056,47.4907,-122.167,1780,3716 +2922703150,20150304T000000,413252.0,3,0.75,1110,3960,1.0,0,0,3,7,1110,0,1951,0,98117,47.6834,-122.366,1610,5530 +293610040,20150210T000000,600000.0,4,2.75,2950,5803,2.0,0,0,3,9,2950,0,2007,0,98028,47.7368,-122.231,2940,5803 +7215720410,20150415T000000,726888.0,5,3.0,2970,7261,2.0,0,0,3,9,2970,0,1999,0,98075,47.5994,-122.019,2970,8437 +5550300175,20141206T000000,285000.0,2,1.0,720,6400,1.0,0,0,4,6,720,0,1943,0,98126,47.5286,-122.368,1030,6400 +1588600040,20150206T000000,365000.0,2,1.0,770,5680,1.0,0,0,4,6,770,0,1929,0,98117,47.6951,-122.366,1170,5514 +7819000040,20150309T000000,295000.0,4,2.0,1650,7200,1.0,0,0,3,7,1650,0,1964,0,98133,47.7543,-122.344,1410,7200 +1839920180,20150318T000000,460000.0,3,2.25,1620,7350,1.0,0,0,3,7,1170,450,1969,0,98034,47.7248,-122.179,1800,7350 +2560803085,20140925T000000,230000.0,3,1.5,1510,10588,1.5,0,0,3,7,1510,0,1947,0,98198,47.3775,-122.319,1360,2873 +6414100133,20140522T000000,337000.0,3,1.0,1070,6109,1.0,0,0,5,7,1070,0,1951,0,98125,47.7207,-122.32,1170,7200 +164000174,20140908T000000,300000.0,3,1.0,1010,6300,1.0,0,0,3,7,1010,0,1957,0,98133,47.7304,-122.352,1480,7480 +1118001201,20150130T000000,2300000.0,4,2.5,3370,8402,1.0,0,0,5,10,2240,1130,1962,0,98112,47.6349,-122.29,3190,8700 +5104510720,20141210T000000,360000.0,4,2.5,2000,5500,2.0,0,0,3,8,2000,0,2003,0,98038,47.3552,-122.014,2000,5512 +3904910650,20150316T000000,585000.0,3,2.5,2060,10839,2.0,0,0,3,8,2060,0,1987,0,98029,47.5675,-122.016,2180,8126 +9211500620,20141008T000000,182700.0,3,2.25,1740,6650,1.0,0,0,3,7,1240,500,1978,0,98023,47.2979,-122.379,1740,7000 +9211500620,20150428T000000,305000.0,3,2.25,1740,6650,1.0,0,0,3,7,1240,500,1978,0,98023,47.2979,-122.379,1740,7000 +6402710120,20140505T000000,309950.0,3,2.5,1880,7838,2.0,0,0,3,7,1880,0,1994,0,98055,47.4439,-122.19,1810,7915 +1245001739,20150316T000000,550000.0,3,1.0,960,12527,1.0,0,0,3,7,960,0,1972,0,98033,47.6891,-122.203,1220,7579 +6817850040,20141111T000000,825000.0,3,2.5,3280,26413,1.0,0,3,3,11,2670,610,1985,0,98074,47.6395,-122.05,3280,25211 +9839301165,20141001T000000,998500.0,2,1.0,1570,4400,1.5,0,0,4,8,1570,0,1914,0,98122,47.6112,-122.293,1850,4400 +1854900410,20141101T000000,644500.0,4,2.5,2990,5342,2.0,0,0,3,8,2990,0,2004,0,98074,47.6124,-122.009,2990,5936 +2787700180,20150112T000000,320000.0,3,2.0,1250,8636,1.0,0,0,5,7,1250,0,1968,0,98059,47.5066,-122.159,1620,7653 +1843130210,20141015T000000,266950.0,3,2.5,1920,4803,2.0,0,0,3,7,1920,0,2005,0,98042,47.3745,-122.127,2240,5231 +205000450,20140514T000000,633100.0,4,2.5,2470,33305,2.0,0,0,3,9,2470,0,1993,0,98053,47.6303,-121.99,2440,33305 +3626039279,20140805T000000,395000.0,2,1.0,960,6700,1.0,0,0,3,7,960,0,1951,0,98103,47.6955,-122.357,1350,6700 +3126049261,20150316T000000,259250.0,3,1.0,940,5904,1.0,0,0,3,6,940,0,1947,0,98103,47.699,-122.35,870,5728 +8658303265,20141106T000000,300000.0,3,1.0,1260,5000,1.0,0,0,4,6,1260,0,1968,0,98014,47.6492,-121.915,1180,7500 +2421059009,20150220T000000,413000.0,3,1.75,2280,139392,1.0,0,0,3,8,2280,0,1977,0,98092,47.291,-122.118,2280,117176 +3111300040,20140801T000000,435000.0,3,2.25,1740,8491,1.0,0,0,3,8,1240,500,1958,0,98177,47.7758,-122.379,2080,8494 +1770000330,20141003T000000,500000.0,4,2.75,2630,15000,1.0,0,0,4,7,1690,940,1976,0,98072,47.7425,-122.089,1800,16500 +4174600264,20140801T000000,402000.0,4,1.75,2430,5481,1.0,0,0,3,8,1430,1000,1953,0,98108,47.5569,-122.298,2050,5508 +822039025,20150501T000000,777700.0,3,2.5,2260,251460,1.5,0,0,3,10,2260,0,1995,0,98070,47.4096,-122.449,1610,244372 +9521101065,20150323T000000,580000.0,2,1.5,1220,5000,1.0,0,2,4,7,1220,0,1938,0,98103,47.6624,-122.348,2090,3850 +3244500158,20140908T000000,570000.0,3,1.75,2580,40392,1.0,0,0,3,9,1390,1190,1986,0,98072,47.7637,-122.134,2460,46173 +3603000410,20141208T000000,174950.0,2,1.0,730,6000,1.0,0,0,3,6,730,0,1950,1985,98198,47.3832,-122.3,1750,7200 +7548300441,20140507T000000,300000.0,2,1.0,760,3001,1.0,0,0,3,6,760,0,1913,0,98144,47.5874,-122.311,1750,5000 +3034200142,20140923T000000,435000.0,3,1.5,1740,6988,1.0,0,0,3,7,1600,140,1950,0,98133,47.7211,-122.33,1650,7500 +8651611590,20140528T000000,840000.0,4,2.5,3420,8405,2.0,0,0,3,10,3420,0,2000,0,98074,47.6328,-122.064,3230,8460 +2978800120,20140618T000000,469000.0,5,2.5,2240,7543,1.0,0,0,3,7,1140,1100,1966,0,98177,47.7756,-122.372,2110,7408 +7011200515,20141112T000000,870000.0,4,1.75,1920,3600,2.0,0,0,4,8,1920,0,1907,0,98119,47.6382,-122.368,1920,3600 +7199340620,20140604T000000,532000.0,4,1.75,2020,7029,1.0,0,0,4,7,1430,590,1979,0,98052,47.6983,-122.127,1780,7200 +7291700065,20150326T000000,455000.0,4,1.5,1880,11400,1.0,0,0,3,7,1280,600,1955,0,98177,47.7718,-122.381,1880,11400 +2129700142,20140731T000000,201000.0,3,1.0,1010,25277,1.0,0,0,5,5,1010,0,1961,0,98019,47.7242,-121.951,1570,213879 +318300040,20140923T000000,649000.0,5,3.25,3990,13087,2.0,0,0,3,9,2400,1590,1991,0,98042,47.3632,-122.061,2580,13633 +5101400871,20150524T000000,445500.0,2,1.75,1390,6670,1.0,0,0,3,6,720,670,1941,0,98115,47.6914,-122.308,920,6380 +2561360120,20140527T000000,475000.0,3,2.0,1230,11502,1.0,0,0,4,7,1230,0,1984,0,98052,47.7017,-122.127,1660,11727 +293800120,20150430T000000,590000.0,4,2.5,2940,29013,2.0,0,0,3,10,2940,0,1992,0,98077,47.7635,-122.044,3010,34071 +2595300155,20150224T000000,565000.0,4,1.5,2190,8296,2.0,0,0,3,7,2190,0,1935,1963,98136,47.5158,-122.385,1160,8160 +2853600155,20140915T000000,110000.0,1,1.0,640,10280,1.0,0,0,2,5,640,0,1920,0,98126,47.5144,-122.368,1090,9000 +4365200555,20141219T000000,375000.0,3,2.5,1670,7740,1.0,0,0,3,7,1130,540,1974,0,98126,47.5222,-122.37,1220,7740 +2473100790,20140718T000000,255000.0,3,1.5,1240,8528,1.0,0,0,4,7,1240,0,1967,0,98058,47.4478,-122.157,1570,8064 +8019200925,20150429T000000,315000.0,5,1.75,1850,14800,1.5,0,0,3,6,1760,90,1937,0,98168,47.4935,-122.321,1250,14800 +6071600450,20141120T000000,496600.0,4,2.25,2020,8400,1.0,0,0,4,8,1350,670,1961,0,98006,47.5488,-122.171,2060,8400 +5249803036,20140714T000000,380000.0,3,1.0,1020,4800,1.0,0,0,3,7,1020,0,1944,0,98118,47.5615,-122.272,1400,5465 +3222069151,20141110T000000,338950.0,3,1.75,1610,22496,1.0,0,0,4,7,1610,0,1974,0,98042,47.3443,-122.073,2050,35772 +5561400610,20141019T000000,542500.0,5,3.5,2730,42500,1.0,0,0,3,8,1530,1200,1989,0,98027,47.4587,-121.996,3180,37970 +5700000905,20140816T000000,739000.0,5,2.5,2840,5000,1.0,0,0,4,7,1620,1220,1913,0,98144,47.5817,-122.291,2200,5000 +3362401935,20140619T000000,549000.0,4,1.75,1290,3060,2.0,0,0,4,7,1290,0,1906,0,98103,47.6798,-122.348,1510,4080 +2893000610,20140624T000000,252000.0,3,2.25,1670,7881,1.0,0,0,4,7,1190,480,1977,0,98031,47.4105,-122.18,1870,7820 +7856410411,20140922T000000,1698890.0,4,4.5,3860,15246,2.0,0,4,3,11,2940,920,2004,0,98006,47.56,-122.161,3750,14790 +8156600155,20140611T000000,735000.0,4,1.75,2460,5100,1.5,0,0,5,7,1450,1010,1909,0,98115,47.6782,-122.3,1560,5100 +2560803248,20140709T000000,270000.0,4,2.5,1660,8063,1.0,0,0,4,7,1660,0,1978,0,98198,47.3761,-122.32,1060,8437 +1118001215,20150204T000000,2250000.0,3,2.5,3420,8700,1.0,0,0,3,9,2890,530,1951,0,98112,47.6352,-122.29,3370,8700 +1437500035,20141010T000000,155000.0,2,1.0,1010,43056,1.5,0,0,3,5,1010,0,1990,0,98014,47.7105,-121.316,830,18297 +2124049229,20150302T000000,469000.0,4,2.5,2240,5624,1.0,0,0,3,7,1520,720,1961,0,98108,47.5574,-122.308,2240,7495 +7129304225,20150108T000000,305000.0,4,2.25,2340,5250,2.0,0,0,5,7,2340,0,1965,0,98118,47.5183,-122.266,1540,5250 +7986400180,20140710T000000,675000.0,3,1.75,1920,4500,1.0,0,0,5,7,960,960,1924,0,98107,47.6645,-122.357,1190,4000 +809001970,20141231T000000,931000.0,3,2.5,2460,6600,1.5,0,0,4,8,1560,900,1929,0,98109,47.6364,-122.351,2090,3400 +7979900145,20150205T000000,385000.0,3,1.0,1470,11398,1.0,0,0,3,8,1470,0,1950,0,98155,47.746,-122.296,1710,11407 +3299600040,20150214T000000,815000.0,3,2.5,3400,12442,2.0,0,0,3,9,3400,0,2001,0,98075,47.5611,-122.032,3250,8635 +8651730580,20150330T000000,531000.0,3,2.25,1910,8390,1.0,0,0,3,7,1910,0,1979,0,98034,47.73,-122.216,2410,8390 +1250201175,20150323T000000,386500.0,4,1.0,1400,3600,1.0,0,0,4,6,700,700,1901,0,98144,47.5972,-122.295,1690,3600 +8651510610,20140626T000000,475580.0,3,1.75,1520,11085,1.0,0,0,3,8,1520,0,1983,0,98074,47.646,-122.068,2310,9647 +7017200120,20140820T000000,358000.0,2,1.0,930,5077,1.0,0,0,3,6,930,0,1939,0,98133,47.7095,-122.35,1080,5803 +9272201385,20141022T000000,677500.0,5,1.0,2340,4730,2.0,0,0,3,8,1810,530,1918,0,98116,47.5895,-122.385,2100,4970 +518500210,20140508T000000,868500.0,3,2.5,2920,3942,3.0,0,0,3,10,2920,0,2008,0,98056,47.531,-122.204,2920,3942 +3260000120,20150209T000000,599380.0,3,1.75,1270,7350,1.0,0,0,4,7,1270,0,1967,0,98005,47.6046,-122.168,1880,7350 +7504030220,20141008T000000,712000.0,4,2.25,2450,11960,1.0,0,0,3,10,2450,0,1979,0,98074,47.6351,-122.06,2600,11960 +7972601885,20150430T000000,350000.0,5,1.75,1380,7620,1.0,0,0,3,7,1180,200,1955,0,98106,47.5279,-122.345,1990,7620 +2331300395,20140510T000000,875000.0,4,2.0,2520,6000,1.0,0,0,3,8,1400,1120,1921,2007,98103,47.6767,-122.35,1580,3720 +2597710450,20150304T000000,365000.0,3,2.25,2290,7350,2.0,0,0,3,8,2290,0,1988,0,98058,47.429,-122.162,2170,7529 +8122600145,20140521T000000,452000.0,4,2.0,1660,6150,1.0,0,0,3,6,850,810,1945,0,98126,47.5371,-122.368,1110,6250 +629000410,20150217T000000,915000.0,3,2.75,2800,9750,1.0,0,0,5,7,1400,1400,1957,0,98004,47.5862,-122.202,2800,9530 +7202380120,20150105T000000,482500.0,3,2.5,1690,3068,2.0,0,0,3,7,1690,0,2005,0,98053,47.6763,-122.028,1690,3260 +2926049437,20141014T000000,425000.0,3,1.0,1180,7200,1.5,0,0,4,7,1180,0,1949,0,98133,47.7121,-122.333,2240,7875 +9550202700,20141211T000000,460000.0,2,1.75,1390,4160,1.0,0,0,5,6,790,600,1916,0,98105,47.6681,-122.324,1090,4160 +1231000458,20140720T000000,666570.0,4,2.0,2320,7400,1.5,0,0,5,7,1620,700,1913,0,98118,47.5558,-122.269,1740,4000 +9485930120,20141014T000000,390000.0,3,2.25,2270,32112,1.0,0,0,4,8,1740,530,1980,0,98042,47.3451,-122.094,2310,41606 +7923100410,20141009T000000,650000.0,4,1.75,2640,8215,1.0,0,0,4,7,1500,1140,1966,0,98008,47.5819,-122.125,2070,7875 +2571910210,20141001T000000,305000.0,3,2.0,1680,8487,1.0,0,0,3,7,1680,0,1993,0,98022,47.1959,-122.01,2080,8560 +3395800155,20140805T000000,250000.0,3,1.0,990,8100,1.0,0,0,3,6,990,0,1949,0,98146,47.4839,-122.341,1210,8100 +9558040230,20150406T000000,438800.0,4,2.5,2770,4432,2.0,0,0,3,9,2770,0,2004,0,98058,47.4541,-122.117,2770,5423 +7129302185,20141215T000000,290000.0,2,1.0,950,5650,1.0,0,0,5,6,950,0,1943,0,98118,47.5149,-122.257,1250,5650 +7841300230,20150501T000000,324950.0,4,2.0,2160,4800,2.0,0,0,4,7,1290,870,1929,0,98055,47.4777,-122.212,1570,4800 +2768300650,20141201T000000,453000.0,3,2.5,1650,1838,2.0,0,0,4,7,1270,380,1991,0,98107,47.6666,-122.367,1550,1558 +546000865,20140919T000000,556000.0,3,1.0,1800,4005,1.5,0,0,4,7,1160,640,1929,0,98117,47.6876,-122.38,1240,4005 +7708300150,20141118T000000,315000.0,3,2.0,1660,11135,1.0,0,0,3,8,1660,0,1971,0,98045,47.4897,-121.787,1660,11560 +3709500180,20140527T000000,445830.0,3,2.5,1870,5449,2.0,0,0,3,8,1870,0,2003,0,98011,47.7557,-122.22,2000,7687 +9273200145,20141010T000000,1260000.0,3,3.5,3220,3960,2.0,0,4,3,10,2760,460,1991,0,98116,47.5909,-122.384,3080,4444 +2025700730,20140502T000000,287200.0,3,3.0,1850,19966,1.0,0,0,4,7,1090,760,1992,0,98038,47.3493,-122.034,1410,6715 +2215500220,20140923T000000,525000.0,4,1.5,1580,6360,1.5,0,0,3,7,1290,290,1945,0,98115,47.6873,-122.286,1690,6360 +3758900220,20141226T000000,1135000.0,4,4.25,4590,17621,2.0,0,0,3,10,3160,1430,2003,0,98033,47.6973,-122.205,3800,12268 +7229900925,20141010T000000,381000.0,3,1.75,2700,18246,1.0,0,0,4,7,1510,1190,1967,0,98059,47.4817,-122.097,1620,16986 +6632900084,20140606T000000,360000.0,3,1.75,1020,7020,1.5,0,0,4,7,1020,0,1953,0,98155,47.7362,-122.314,1020,5871 +7137300040,20150504T000000,619000.0,5,3.5,2950,2932,3.0,0,0,3,8,2950,0,2004,0,98144,47.5923,-122.298,1580,2047 +222069029,20150219T000000,535000.0,2,1.75,1780,224769,1.0,0,0,4,8,1780,0,1976,0,98038,47.4158,-122.002,2060,71560 +7518503685,20141009T000000,402000.0,2,1.0,710,5100,1.0,0,0,5,7,710,0,1905,0,98117,47.6765,-122.381,1530,5100 +7701930180,20141110T000000,600000.0,4,3.5,4300,70407,2.0,0,0,3,10,2710,1590,1992,0,98058,47.4472,-122.092,3520,26727 +5072420040,20140910T000000,549950.0,3,2.5,2080,8690,1.0,0,0,3,8,1430,650,1974,0,98166,47.4424,-122.344,2400,9625 +4058802300,20140820T000000,300000.0,4,2.0,2360,7440,1.0,0,0,3,7,1180,1180,1955,0,98178,47.5044,-122.245,1680,7800 +5127100210,20150325T000000,360000.0,6,2.0,2210,9870,2.0,0,0,4,7,2210,0,1969,1995,98059,47.4751,-122.145,1390,9912 +6453300306,20140910T000000,419000.0,7,3.25,4340,8521,2.0,0,0,3,7,2550,1790,1986,0,98106,47.52,-122.338,1890,8951 +4442800166,20150407T000000,510000.0,3,3.0,1320,1012,3.0,0,0,3,8,1320,0,2009,0,98117,47.6904,-122.395,1320,1536 +8078490330,20140916T000000,319950.0,3,2.5,1980,9907,2.0,0,0,3,8,1980,0,1991,0,98022,47.1903,-122.013,2050,9907 +2322069010,20141007T000000,1180000.0,5,5.0,3960,94089,2.0,0,0,3,10,3960,0,1998,0,98038,47.38,-122.011,2240,64468 +9558021010,20141003T000000,381000.0,4,2.5,2130,6003,2.0,0,0,3,8,2130,0,2003,0,98058,47.4518,-122.12,1940,4529 +6700390230,20150505T000000,256900.0,3,2.5,1720,3951,2.0,0,0,3,7,1720,0,1992,0,98031,47.4033,-122.187,1720,3605 +1841400150,20150219T000000,346000.0,5,1.0,1790,30456,1.0,0,0,4,7,1350,440,1964,0,98030,47.3469,-122.195,2420,35647 +6873000150,20141208T000000,465000.0,2,2.25,1390,1222,3.0,0,0,3,7,1340,50,2009,0,98052,47.6754,-122.121,1480,1369 +5710500230,20150506T000000,545000.0,3,2.0,1900,9975,1.0,0,0,3,8,1500,400,1973,0,98027,47.5307,-122.054,2140,9825 +9528102060,20140730T000000,516000.0,2,1.75,1640,3090,1.0,0,0,4,7,910,730,1925,0,98115,47.679,-122.319,1510,4120 +2490200450,20140609T000000,550000.0,4,2.5,2700,5100,1.0,0,0,4,8,1440,1260,1968,0,98136,47.5331,-122.384,1880,5100 +4178500580,20150505T000000,339950.0,4,2.25,2200,7150,2.0,0,0,4,7,2200,0,1990,0,98042,47.3595,-122.089,1740,7150 +4325700085,20150325T000000,417000.0,3,1.0,1310,8514,1.0,0,0,4,7,1310,0,1953,0,98133,47.7502,-122.353,1310,8514 +5606000120,20150225T000000,906000.0,4,2.5,2480,5000,1.0,0,3,3,8,1480,1000,1951,0,98105,47.6653,-122.272,2240,6071 +5451220150,20141112T000000,980000.0,4,2.25,3010,9800,2.0,0,0,4,9,3010,0,1973,0,98040,47.5336,-122.223,2510,9800 +7954300620,20150413T000000,555000.0,4,2.5,2450,5079,2.0,0,0,3,9,2450,0,2001,0,98056,47.5214,-122.191,2690,6675 +2591010040,20141110T000000,468000.0,2,1.75,1250,7029,1.0,0,0,4,7,1250,0,1986,0,98033,47.6936,-122.186,1680,8470 +3321079060,20141020T000000,378000.0,3,1.75,2610,117176,1.0,0,0,3,7,1390,1220,1981,0,98022,47.2585,-121.925,2140,142005 +7229900145,20141216T000000,430000.0,4,2.5,2010,16020,1.5,0,0,5,8,2010,0,1962,0,98059,47.4821,-122.108,1420,16020 +5710610790,20140516T000000,730100.0,4,2.5,3120,14300,2.0,0,0,3,9,3120,0,2003,0,98027,47.5318,-122.055,2580,10005 +937000220,20140904T000000,219000.0,4,1.5,1370,7944,1.5,0,0,3,7,1370,0,1961,0,98198,47.4224,-122.289,1370,9181 +7504001320,20141121T000000,570000.0,3,2.5,2420,11953,1.0,0,0,3,9,2420,0,1990,0,98074,47.6285,-122.054,2420,12215 +3832710450,20141119T000000,262500.0,4,2.75,1500,7036,1.0,0,0,3,7,1060,440,1979,0,98032,47.3665,-122.276,1620,7200 +8567450180,20140529T000000,525000.0,5,2.5,2630,9216,2.0,0,0,3,8,2630,0,2003,0,98019,47.7379,-121.966,2020,4980 +4443801590,20150402T000000,520000.0,2,1.0,950,3880,1.0,0,0,4,6,950,0,1919,0,98117,47.687,-122.389,1660,3880 +7399200770,20141209T000000,417400.0,3,3.0,2680,12285,1.0,0,0,4,8,2680,0,1970,0,98055,47.4633,-122.196,2610,9558 +8562740530,20140512T000000,788000.0,4,3.25,3680,5759,2.0,0,0,3,9,2840,840,2003,0,98027,47.5367,-122.067,3620,6006 +5592900230,20141224T000000,320000.0,3,1.0,1270,7400,1.0,0,2,4,7,1270,0,1956,0,98056,47.4831,-122.191,1800,7400 +3693900155,20140905T000000,950000.0,6,1.0,2330,5000,1.5,0,0,4,7,2330,0,1920,0,98117,47.6789,-122.397,1570,5000 +3782100155,20140527T000000,255000.0,3,1.0,960,8100,1.0,0,0,3,7,960,0,1955,0,98155,47.7766,-122.307,1120,8100 +104550580,20140520T000000,260000.0,4,2.5,1990,6671,2.0,0,0,3,7,1990,0,1989,0,98023,47.3078,-122.358,1862,6566 +4365200620,20150312T000000,394000.0,3,1.0,1450,7930,1.0,0,0,4,6,1150,300,1923,0,98126,47.5212,-122.371,1040,7740 +226059161,20141231T000000,575000.0,4,2.5,2280,27441,2.0,0,0,3,8,2280,0,1996,0,98072,47.7628,-122.123,2350,35020 +5316100220,20150319T000000,1250000.0,4,2.25,1830,7200,2.0,0,2,3,8,1750,80,1923,0,98112,47.6315,-122.282,3100,7200 +1387300760,20140804T000000,385000.0,3,2.25,1650,7800,1.0,0,0,3,7,1260,390,1969,0,98011,47.7377,-122.197,1760,8268 +2521059042,20141107T000000,456000.0,5,2.75,2720,193406,1.0,0,4,4,7,1700,1020,1968,0,98092,47.2838,-122.121,2820,248292 +7974200902,20150506T000000,637000.0,4,2.5,1710,5000,1.0,0,0,3,8,1110,600,1979,0,98115,47.6772,-122.285,1750,5304 +259600910,20141110T000000,485000.0,5,1.5,1420,9900,1.0,0,0,3,7,1050,370,1964,0,98008,47.6348,-122.118,1580,8075 +4375700065,20140512T000000,315275.0,3,1.75,1440,8040,1.0,0,0,3,7,960,480,1951,0,98125,47.7128,-122.306,1500,8040 +2473100330,20140923T000000,252500.0,2,1.5,1280,8710,1.0,0,0,3,7,1280,0,1967,0,98058,47.4472,-122.16,1520,9375 +1523069095,20150323T000000,240000.0,2,1.0,1320,24319,1.0,0,0,3,7,1320,0,1966,0,98027,47.4741,-122.015,1430,98445 +5101402428,20141112T000000,790000.0,4,2.5,2560,12760,1.0,0,0,4,7,1760,800,1949,0,98115,47.6947,-122.303,1760,6384 +1072100085,20140514T000000,310000.0,3,1.0,1480,7830,1.0,0,0,3,7,1480,0,1952,0,98133,47.7703,-122.336,1450,7830 +9322800230,20141212T000000,1250000.0,4,2.5,2960,20240,2.0,0,4,4,10,2960,0,1985,0,98146,47.5075,-122.389,2500,14960 +2695600455,20150128T000000,425000.0,2,1.0,1160,5038,1.0,0,0,5,7,740,420,1942,0,98126,47.5304,-122.38,1160,5076 +8946400210,20140603T000000,548000.0,3,2.5,2110,4099,2.0,0,0,3,8,2110,0,2001,0,98072,47.7508,-122.17,2110,4871 +1523069197,20140503T000000,379880.0,3,2.5,1650,14054,1.0,0,0,4,7,1130,520,1986,0,98027,47.4821,-122.017,1940,87555 +8078420230,20140530T000000,530000.0,3,2.5,1950,9906,2.0,0,0,3,8,1950,0,1988,0,98074,47.6363,-122.025,1860,7689 +2723069052,20150420T000000,695000.0,3,2.25,2600,220300,1.5,0,0,5,8,2120,480,1977,0,98027,47.4562,-122.016,2760,215600 +9297300395,20140527T000000,435000.0,3,1.0,1270,4000,1.5,0,2,3,7,1270,0,1928,0,98126,47.5695,-122.376,1560,4000 +1428000970,20140521T000000,540000.0,3,1.75,1300,62290,1.0,0,0,3,7,1300,0,1983,0,98053,47.6529,-121.979,1850,52272 +1774000720,20140620T000000,425000.0,3,2.25,1790,10209,1.0,0,0,3,7,1290,500,1967,0,98072,47.7492,-122.086,1840,9900 +2826049106,20140715T000000,490000.0,3,2.5,1930,7266,2.0,0,0,3,8,1930,0,2005,0,98125,47.7191,-122.309,1930,7266 +2113700205,20140703T000000,220000.0,4,1.0,1200,6000,1.5,0,0,3,6,1200,0,1923,0,98106,47.5307,-122.352,950,4000 +1036450360,20150107T000000,540000.0,4,2.5,2050,3784,2.0,0,0,3,8,2050,0,2001,0,98034,47.7189,-122.181,2050,3366 +714000155,20141222T000000,670000.0,3,1.0,1710,6195,1.0,0,0,3,7,1410,300,1946,0,98105,47.6706,-122.265,1610,6195 +686800065,20141119T000000,667500.0,3,1.75,2130,20423,1.0,0,0,3,9,2130,0,1953,0,98004,47.6339,-122.192,2370,20875 +5323100120,20140916T000000,585000.0,3,3.5,1700,2197,2.0,0,0,3,8,1260,440,2010,0,98116,47.5767,-122.41,1360,1418 +8658300455,20141118T000000,225000.0,3,1.5,1390,12500,1.0,0,0,4,6,1390,0,1976,0,98014,47.6496,-121.908,1390,9000 +2202500150,20140819T000000,375000.0,3,1.0,1230,9877,1.0,0,0,3,7,1230,0,1954,0,98006,47.5745,-122.136,1240,9965 +258100040,20141124T000000,335000.0,3,2.0,1490,8847,1.0,0,0,4,7,1490,0,1967,0,98177,47.7639,-122.363,1640,7572 +4027700021,20150311T000000,680000.0,5,3.25,2440,15815,2.0,0,0,3,8,1990,450,2014,0,98155,47.774,-122.28,2500,14201 +9828701747,20150123T000000,600000.0,3,1.0,970,4800,1.0,0,0,3,6,970,0,1950,0,98112,47.6212,-122.298,1500,2042 +1523049207,20140805T000000,161000.0,4,2.0,1700,8043,1.0,0,0,3,7,850,850,1954,0,98168,47.4758,-122.288,1540,13260 +1523049207,20150114T000000,220000.0,4,2.0,1700,8043,1.0,0,0,3,7,850,850,1954,0,98168,47.4758,-122.288,1540,13260 +2131701075,20141204T000000,420000.0,3,1.75,1720,5000,1.5,0,0,3,8,1720,0,1932,2009,98019,47.738,-121.983,1410,8300 +1794500870,20150327T000000,710000.0,3,1.0,1400,2250,1.5,0,0,3,7,1400,0,1909,0,98119,47.6373,-122.358,1630,3600 +6383000790,20150122T000000,626000.0,4,2.5,2570,7221,1.0,0,0,4,8,1570,1000,1958,0,98117,47.6921,-122.387,2440,7274 +723049448,20140722T000000,279500.0,3,1.5,1200,8040,1.0,0,0,4,7,1200,0,1959,0,98146,47.4901,-122.341,1450,9315 +5093300325,20140523T000000,1610000.0,4,3.5,4390,11600,2.0,0,3,3,11,3060,1330,1990,0,98040,47.5862,-122.246,3240,12000 +7547300120,20140801T000000,325000.0,2,1.0,1080,5000,1.0,0,0,3,7,1080,0,1954,0,98106,47.5682,-122.359,1010,5000 +2473000720,20140717T000000,380000.0,4,2.25,1860,7980,1.0,0,0,4,8,1860,0,1966,0,98058,47.4524,-122.15,1860,8814 +7697800040,20140826T000000,470000.0,4,2.75,2150,9820,1.0,0,0,4,8,1220,930,1979,0,98011,47.7758,-122.2,2060,9830 +1442860120,20141205T000000,363000.0,4,3.0,2250,12142,2.0,0,0,3,8,2250,0,1986,0,98058,47.4338,-122.16,2300,9003 +9542800610,20150219T000000,245000.0,4,2.25,2050,7700,2.0,0,0,3,7,2050,0,1977,0,98023,47.3009,-122.375,1780,7700 +6003501400,20150226T000000,525000.0,3,1.0,1010,3520,1.0,0,0,3,7,1010,0,1902,0,98102,47.6208,-122.319,1300,1233 +5493100366,20140625T000000,1700000.0,5,3.5,5850,22885,2.0,0,2,4,11,4670,1180,1978,0,98004,47.606,-122.211,3240,19020 +6681500205,20150504T000000,658500.0,4,2.25,1900,5000,1.0,0,0,3,7,1400,500,1963,0,98199,47.6456,-122.387,1710,4994 +2594200230,20150424T000000,680000.0,2,1.0,1020,8442,1.0,0,4,4,7,920,100,1941,0,98136,47.5145,-122.391,2550,10323 +624110450,20150225T000000,835000.0,4,2.0,3390,16025,2.0,0,0,4,10,3390,0,1987,0,98077,47.7222,-122.056,3950,15277 +2768100180,20140606T000000,595000.0,4,2.5,1990,2175,2.0,0,0,3,8,1680,310,2005,0,98107,47.6696,-122.371,1560,2087 +9406700180,20150416T000000,419000.0,4,2.5,3190,4980,2.0,0,0,3,9,3190,0,2005,0,98038,47.3657,-122.034,2830,6720 +2122059077,20140915T000000,198900.0,2,1.0,1210,18700,1.0,0,0,4,7,1210,0,1940,0,98042,47.3752,-122.166,2250,10048 +624110610,20140515T000000,1085000.0,4,3.25,3740,12080,1.0,0,0,3,10,2000,1740,1988,0,98077,47.7214,-122.056,4210,15277 +3575302245,20150423T000000,500000.0,3,3.5,2150,4368,2.0,0,0,3,8,1610,540,1998,0,98074,47.6213,-122.065,2390,16630 +2287600040,20140711T000000,575000.0,4,1.75,2440,8100,1.0,0,0,4,9,1620,820,1960,0,98177,47.7201,-122.361,2030,8100 +2026049183,20150402T000000,324950.0,2,1.5,1230,1516,3.0,0,0,3,8,1230,0,2000,0,98125,47.7265,-122.314,1352,1411 +216500040,20150226T000000,259000.0,3,2.5,2740,7980,2.0,0,0,4,7,2740,0,1964,0,98168,47.473,-122.3,1470,8611 +6705800040,20140516T000000,551000.0,2,2.0,2260,9604,1.0,0,0,3,9,2260,0,1990,0,98011,47.7718,-122.208,2260,10747 +9266701115,20140808T000000,488000.0,2,1.5,1000,5125,1.0,0,0,3,7,1000,0,1942,1968,98103,47.6926,-122.347,1090,5100 +3811000180,20150305T000000,635000.0,4,2.25,2350,46173,2.0,0,0,4,8,2350,0,1980,0,98053,47.6657,-122.067,2390,36567 +1561900180,20150311T000000,395000.0,3,2.5,2300,8938,2.0,0,0,3,9,2300,0,1989,0,98031,47.4181,-122.211,2570,9694 +3432500760,20140818T000000,370000.0,3,1.0,1440,8287,1.5,0,0,4,7,1440,0,1928,0,98155,47.7438,-122.315,1330,8285 +7465900205,20141024T000000,675000.0,4,3.0,2780,5000,1.5,0,0,5,7,1710,1070,1919,0,98116,47.5721,-122.381,1150,5000 +6629300120,20150402T000000,402000.0,3,1.0,1200,6825,1.0,0,0,3,7,1200,0,1954,2013,98133,47.7491,-122.353,1470,8100 +3026059011,20140813T000000,825000.0,3,2.75,3040,24192,2.0,0,0,4,10,3040,0,1987,0,98034,47.7108,-122.225,2770,5728 +822069029,20150217T000000,579000.0,3,2.75,2660,223027,1.0,0,0,3,8,1330,1330,1962,2015,98038,47.4127,-122.071,1560,222591 +9826701490,20150225T000000,455000.0,5,2.0,1510,3000,2.0,0,0,3,6,1510,0,1983,0,98122,47.6029,-122.304,1610,3600 +4137020360,20140722T000000,265000.0,3,2.5,1780,6527,2.0,0,0,3,8,1780,0,1989,0,98092,47.2578,-122.217,2040,8840 +1115700040,20141201T000000,713500.0,5,2.75,2920,9163,1.0,0,0,4,8,1520,1400,1976,0,98006,47.5668,-122.169,2250,9163 +1061400180,20150106T000000,240000.0,3,1.0,1550,12670,1.0,0,0,4,7,1550,0,1962,0,98056,47.5024,-122.169,1550,8880 +820079081,20140911T000000,570000.0,4,3.0,2710,217800,2.5,0,0,3,9,2710,0,2006,0,98022,47.2411,-121.932,2710,217800 +2524069072,20140626T000000,243800.0,3,1.0,1140,27760,1.0,0,0,4,6,1140,0,1981,0,98027,47.5372,-121.972,1690,87300 +9521101520,20141212T000000,543000.0,2,1.0,940,3864,1.0,0,0,4,8,940,0,1918,0,98103,47.6631,-122.345,1440,3956 +5016002240,20141008T000000,1010000.0,3,2.25,2160,7500,2.0,0,0,3,10,2160,0,1982,0,98112,47.6232,-122.299,1550,3839 +424069010,20140721T000000,625000.0,4,2.25,2470,17008,2.0,0,0,4,8,2470,0,1979,0,98075,47.5924,-122.048,2470,31798 +5104540610,20140925T000000,459950.0,4,2.5,2800,6567,2.0,0,0,3,9,2800,0,2006,0,98038,47.3555,-122.002,3400,5900 +8567300150,20141031T000000,370000.0,4,2.75,2420,39704,1.0,0,0,3,9,2420,0,1985,0,98038,47.4053,-122.03,2760,36303 +2976800749,20141031T000000,150000.0,4,2.0,1460,7254,1.0,0,0,3,6,1460,0,1959,0,98178,47.5056,-122.254,1460,7236 +7015200790,20140624T000000,683500.0,3,1.5,1820,5756,1.5,0,0,3,7,1640,180,1946,0,98119,47.6479,-122.367,1760,6169 +2770604104,20140604T000000,499950.0,3,2.5,1520,2208,2.0,0,0,3,8,1040,480,2007,0,98119,47.6419,-122.374,1610,1618 +1624049092,20140630T000000,255000.0,2,1.0,1320,9967,1.0,0,0,3,6,940,380,1919,0,98108,47.5693,-122.296,1970,7587 +8078570410,20150326T000000,279000.0,3,2.5,1920,7779,2.0,0,0,3,7,1920,0,1989,0,98031,47.4024,-122.171,1960,7536 +7974200456,20141201T000000,910000.0,5,3.0,2640,5096,2.0,0,0,3,10,2640,0,2009,0,98115,47.6809,-122.288,1610,5217 +752000035,20140520T000000,699000.0,4,2.5,2650,7945,2.0,0,0,3,9,2650,0,2006,0,98125,47.7113,-122.296,1200,7920 +3262300322,20150408T000000,1651000.0,4,3.25,3640,13530,1.0,0,0,3,9,2570,1070,1924,2000,98039,47.6293,-122.238,2760,15000 +5412300410,20150325T000000,248000.0,3,1.0,1420,8800,1.0,0,0,4,6,1090,330,1981,0,98030,47.3746,-122.181,1480,8000 +4013200145,20141107T000000,429000.0,3,1.0,1540,37950,1.0,0,0,4,7,1090,450,1959,0,98001,47.3259,-122.289,1820,24375 +2623039018,20141027T000000,685000.0,4,1.0,1550,15239,1.5,1,4,3,6,1370,180,1930,0,98166,47.4502,-122.378,1790,22047 +8122100650,20140731T000000,316000.0,2,1.0,730,5040,1.0,0,0,3,6,730,0,1927,0,98126,47.5387,-122.374,790,5040 +1005000220,20150310T000000,410000.0,2,1.0,2020,7540,1.0,0,0,3,7,1010,1010,1921,0,98118,47.5359,-122.28,1270,4652 +1023089096,20140808T000000,299000.0,3,1.0,1200,15843,1.0,0,2,3,7,1200,0,1955,0,98045,47.4991,-121.779,1410,15843 +1392800035,20140618T000000,559000.0,2,1.0,1240,6400,1.0,0,1,4,7,1060,180,1938,0,98126,47.5493,-122.377,1240,6400 +1523069072,20140723T000000,575000.0,3,2.25,2680,100188,2.0,0,0,4,8,1580,1100,1978,0,98027,47.4776,-122.02,2540,60548 +519000043,20140714T000000,602000.0,3,2.5,1640,3804,2.0,0,0,3,8,1640,0,1998,0,98122,47.6103,-122.3,1440,3230 +475000975,20140522T000000,492000.0,4,2.0,1640,5000,2.0,0,0,3,7,1640,0,1907,1983,98107,47.6662,-122.365,1240,5000 +4142450040,20150327T000000,293500.0,3,2.5,1610,5024,2.0,0,0,3,7,1610,0,2004,0,98038,47.3833,-122.043,1790,3717 +2824059043,20140722T000000,481000.0,3,2.75,2290,14810,1.0,0,0,5,7,1400,890,1967,0,98056,47.5343,-122.185,2540,8640 +8558600085,20140509T000000,311100.0,4,2.25,2130,8078,1.0,0,0,4,7,1380,750,1977,0,98055,47.4482,-122.209,2300,8112 +8649400410,20150417T000000,375000.0,3,1.75,2140,13598,1.5,0,0,4,7,1620,520,1970,0,98014,47.7139,-121.321,930,10150 +2523089025,20150210T000000,1075000.0,3,3.0,4020,435600,1.5,0,2,3,10,4020,0,1999,0,98045,47.4418,-121.731,2590,283140 +9512500720,20150428T000000,500000.0,5,2.5,2030,8400,1.0,0,0,3,7,1330,700,1968,0,98052,47.6713,-122.152,1920,8400 +2461900760,20150401T000000,553000.0,3,1.0,1380,6250,1.0,0,0,4,7,1380,0,1918,0,98136,47.5514,-122.385,2270,6250 +2877104196,20141206T000000,760000.0,3,2.0,1780,1750,1.0,0,2,3,8,1400,380,1927,2014,98103,47.6797,-122.357,1780,3750 +2493200325,20150509T000000,589500.0,4,1.5,1440,3200,1.0,0,1,4,7,960,480,1960,0,98136,47.5269,-122.383,1650,6400 +5210200410,20141114T000000,840000.0,5,2.75,2790,20824,1.0,0,0,3,9,1680,1110,1959,0,98115,47.6948,-122.282,2380,10465 +1954700410,20140801T000000,2546000.0,4,3.0,4190,8805,2.5,0,2,5,9,3490,700,1928,0,98112,47.6181,-122.284,3780,8558 +9253900210,20140707T000000,1275000.0,3,2.5,3870,46609,2.0,0,3,3,9,3870,0,1997,0,98008,47.5966,-122.112,4030,17880 +984000450,20141201T000000,260000.0,3,2.5,1850,7875,1.0,0,0,3,7,1250,600,1968,0,98058,47.434,-122.171,1930,8062 +993002247,20140716T000000,430000.0,3,2.25,1550,1469,3.0,0,0,3,8,1550,0,2004,0,98103,47.6911,-122.341,1520,1465 +7517500610,20150304T000000,781000.0,3,2.5,1920,1896,3.0,0,3,3,8,1920,0,2000,0,98103,47.6616,-122.356,1670,2994 +3438500981,20150328T000000,280000.0,2,1.0,790,13170,1.0,0,0,3,6,790,0,1947,0,98106,47.5487,-122.357,970,12700 +2011400021,20140701T000000,392000.0,5,2.25,3740,32481,1.5,0,0,3,8,2240,1500,1958,0,98198,47.3965,-122.314,2040,11398 +4038100360,20150210T000000,466200.0,3,1.5,1340,8856,1.0,0,0,4,7,1340,0,1959,0,98008,47.6094,-122.126,1850,8740 +2028700360,20140523T000000,641000.0,3,1.75,1620,3975,1.0,0,0,5,7,940,680,1926,0,98117,47.6786,-122.368,1320,3922 +9144100035,20150324T000000,350000.0,3,1.0,1680,8010,1.0,0,0,3,7,840,840,1951,0,98117,47.6993,-122.376,1890,8778 +8665050530,20150204T000000,450000.0,3,2.0,1610,4364,2.0,0,0,3,8,1610,0,1996,0,98029,47.5672,-122.004,2010,4364 +5425700205,20140520T000000,1800000.0,4,3.5,4460,16953,1.0,0,0,3,9,2550,1910,1962,1994,98039,47.6338,-122.232,1980,13370 +7399100040,20150309T000000,185000.0,3,1.5,1200,1848,2.0,0,0,3,8,1200,0,1966,0,98055,47.4658,-122.191,1270,1848 +7809200035,20150123T000000,290000.0,2,1.0,1250,12507,1.0,0,0,5,7,1250,0,1958,0,98056,47.4972,-122.176,1250,12498 +1825069072,20150430T000000,964000.0,3,2.5,3630,9475,2.0,0,0,3,11,3630,0,1999,0,98074,47.6544,-122.085,3250,11605 +2524049318,20140528T000000,2000000.0,4,3.0,4260,18000,2.0,0,2,3,11,4260,0,2000,0,98040,47.5355,-122.24,3540,17015 +7527200360,20140611T000000,545000.0,3,2.5,2180,15693,1.0,0,0,4,8,1850,330,1979,0,98075,47.592,-122.082,2270,24000 +3041700035,20150312T000000,609950.0,3,2.25,1760,10350,1.0,0,0,4,7,1330,430,1979,0,98033,47.6605,-122.188,2210,11337 +625049318,20140804T000000,605000.0,4,2.0,1820,7626,1.0,0,0,5,7,990,830,1941,0,98103,47.6878,-122.342,1390,5904 +6071400360,20140908T000000,550000.0,4,2.5,2120,9163,1.0,0,0,4,8,1450,670,1961,0,98006,47.5551,-122.172,2120,9166 +8127700720,20150120T000000,905000.0,4,2.75,2730,4268,2.0,0,1,3,9,2730,0,2009,0,98199,47.6397,-122.395,2340,5000 +1402650360,20141023T000000,384200.0,3,2.5,2430,7613,2.0,0,0,4,8,2430,0,1986,0,98058,47.4383,-122.135,2440,8342 +3277800845,20140711T000000,370000.0,3,1.0,1170,1105,1.0,0,0,3,7,1170,0,1965,0,98126,47.5448,-122.375,1380,1399 +2771603050,20141204T000000,717500.0,3,1.0,2090,4000,1.5,0,2,3,8,1890,200,1931,0,98199,47.6393,-122.392,2090,4000 +1068000150,20150501T000000,1999000.0,4,3.25,3910,7500,2.0,0,2,4,11,2550,1360,1933,0,98199,47.6448,-122.409,3070,7500 +126039213,20141203T000000,365500.0,2,1.0,1140,15624,1.0,0,0,4,6,1140,0,1909,0,98177,47.7673,-122.367,2110,15493 +7537300210,20150128T000000,580000.0,2,1.5,1460,5700,1.5,0,0,3,7,1460,0,1912,0,98115,47.6838,-122.312,1780,3800 +764000155,20141107T000000,415000.0,4,1.5,2700,14760,1.5,0,0,5,9,2700,0,1940,0,98022,47.1996,-122.003,1670,7200 +7454000555,20150113T000000,272000.0,2,1.0,670,6300,1.0,0,0,4,6,670,0,1942,0,98126,47.5145,-122.374,740,6300 +2215500205,20140505T000000,600000.0,3,1.75,1880,6360,1.0,0,0,4,7,1040,840,1945,0,98115,47.6878,-122.286,1770,6175 +3013300085,20140515T000000,744000.0,4,3.0,1980,5352,2.5,0,0,3,8,1980,0,1941,2005,98136,47.532,-122.385,1680,5352 +3760500222,20140603T000000,830000.0,3,3.0,2080,10521,1.5,0,0,3,9,2080,0,2004,0,98034,47.6987,-122.228,3730,11840 +6145601312,20141029T000000,322000.0,3,3.25,1380,1225,3.0,0,0,3,7,1380,0,2000,0,98133,47.7035,-122.351,1380,1704 +3750605674,20140917T000000,270000.0,3,2.5,1808,19200,1.0,0,0,3,8,1808,0,2005,0,98001,47.2598,-122.281,1450,14400 +1001200035,20150306T000000,272450.0,3,1.0,1350,7973,1.5,0,0,3,7,1350,0,1954,0,98188,47.4323,-122.292,1310,7491 +2768300736,20150408T000000,605000.0,3,3.0,1760,2114,2.0,0,0,3,7,1400,360,2008,0,98107,47.6666,-122.37,1300,1500 +5255300150,20150511T000000,510000.0,3,1.75,1950,8325,1.0,0,0,4,7,1950,0,1962,0,98011,47.7685,-122.2,1950,8325 +5015001215,20150423T000000,1125000.0,4,3.5,3170,4000,2.0,0,0,3,10,2340,830,1999,0,98112,47.6265,-122.298,1770,4000 +4219400580,20140612T000000,1688000.0,4,2.5,3000,7500,2.0,0,0,3,9,3000,0,1937,1994,98105,47.6571,-122.277,2580,5000 +6151800612,20150107T000000,162000.0,4,1.0,1460,16638,1.0,0,0,4,6,1460,0,1975,0,98010,47.3431,-122.048,1460,16638 +7893207510,20150506T000000,337500.0,3,1.75,1350,5850,1.0,0,0,4,7,1050,300,1973,0,98198,47.4225,-122.328,1710,7757 +8899200720,20150331T000000,312000.0,3,2.25,1470,7857,1.0,0,0,4,7,1180,290,1973,0,98055,47.4547,-122.209,1900,7600 +7167000040,20140813T000000,740000.0,4,3.0,3350,199253,2.0,0,0,3,10,3350,0,2004,0,98010,47.3602,-121.988,3350,183897 +7167000040,20150305T000000,700000.0,4,3.0,3350,199253,2.0,0,0,3,10,3350,0,2004,0,98010,47.3602,-121.988,3350,183897 +7771300035,20140925T000000,328000.0,4,1.0,1360,8136,1.0,0,0,3,7,1360,0,1948,0,98133,47.7366,-122.333,1570,8132 +7967700530,20150213T000000,241000.0,3,1.0,1020,7538,1.0,0,0,3,7,1020,0,1981,0,98032,47.3587,-122.288,1650,7201 +6669150790,20140731T000000,265000.0,3,2.25,1840,6750,1.0,0,0,4,7,1270,570,1980,0,98031,47.4075,-122.172,1750,7004 +1921059213,20150327T000000,246000.0,5,1.75,2030,10200,1.0,0,0,4,7,2030,0,1958,0,98002,47.2867,-122.209,1760,11550 +723049533,20140930T000000,271000.0,4,1.75,1490,9112,1.0,0,0,3,6,970,520,1940,0,98146,47.4991,-122.345,1650,8411 +797000276,20140625T000000,270000.0,2,1.0,2060,8398,1.0,0,0,3,7,1260,800,1962,0,98168,47.509,-122.324,1690,13495 +6381500720,20141117T000000,395000.0,4,2.0,2240,7085,1.5,0,0,3,7,2240,0,1944,1992,98125,47.7309,-122.305,1440,7085 +3812400789,20140731T000000,340000.0,3,2.0,1460,5715,1.0,0,0,3,7,1460,0,1957,2014,98118,47.54,-122.276,1400,5715 +3451000206,20141016T000000,340000.0,3,1.75,2140,13260,1.0,0,0,3,7,1240,900,1948,0,98146,47.5074,-122.353,1640,13260 +8165501540,20150306T000000,335000.0,2,2.25,1420,1246,2.0,0,0,3,8,1420,0,2007,0,98106,47.5394,-122.368,1420,1826 +3131201563,20140625T000000,435000.0,2,1.0,1060,3036,1.5,0,0,4,6,1060,0,1943,0,98105,47.6578,-122.324,1730,5535 +6813600365,20141009T000000,527950.0,4,1.75,1760,3600,1.0,0,0,5,7,880,880,1926,0,98103,47.6889,-122.33,1500,5580 +1822039138,20150227T000000,600000.0,2,2.25,2320,18919,2.0,1,4,4,8,2320,0,1976,0,98070,47.3905,-122.462,1610,18919 +4443800555,20140716T000000,667000.0,3,1.75,1770,3880,1.0,0,0,3,8,1300,470,1963,0,98117,47.6846,-122.392,1430,3880 +627300145,20140814T000000,1148000.0,10,5.25,4590,10920,1.0,0,2,3,9,2500,2090,2008,0,98004,47.5861,-122.113,2730,10400 +9133600120,20150408T000000,417000.0,3,2.5,2040,11211,2.0,0,0,3,8,2040,0,2000,0,98055,47.4867,-122.223,1830,11964 +2354300910,20150310T000000,451000.0,4,1.75,1260,7250,1.0,0,0,3,6,1260,0,1943,0,98027,47.5267,-122.032,1880,7250 +6917700665,20150218T000000,580000.0,2,1.0,1650,9780,1.0,0,0,3,7,950,700,1943,0,98199,47.6549,-122.394,1650,5458 +7214710210,20141217T000000,570000.0,4,2.25,2380,36446,2.0,0,0,4,8,2380,0,1977,0,98077,47.7644,-122.072,2790,40005 +2649500155,20140610T000000,750000.0,5,3.25,2750,7500,2.0,0,1,3,7,2150,600,1937,1997,98033,47.6636,-122.203,2750,7500 +3343301385,20140527T000000,685000.0,3,2.5,2810,7700,2.0,0,0,3,9,2810,0,2001,0,98006,47.5464,-122.191,2910,8250 +1237500720,20141226T000000,275000.0,3,2.0,1340,9764,1.0,0,0,3,7,1340,0,1944,0,98052,47.6786,-122.161,1310,9764 +1724069043,20140618T000000,739888.0,3,2.5,2420,43177,2.0,0,4,4,8,1690,730,1989,0,98075,47.569,-122.058,3740,8717 +8682210650,20140527T000000,715000.0,2,2.5,2160,5581,1.0,0,0,3,8,2160,0,2002,0,98053,47.7017,-122.023,2315,5652 +2025049025,20150325T000000,800000.0,4,2.0,2450,4400,1.0,0,0,3,7,1450,1000,1913,1980,98102,47.6414,-122.327,1890,1386 +7883605695,20141124T000000,350000.0,3,1.5,1870,9000,1.0,0,0,3,7,1120,750,1923,0,98108,47.5224,-122.318,1850,6000 +2120069003,20141124T000000,220000.0,3,1.0,1000,223462,1.0,0,2,4,6,1000,0,1933,0,98022,47.2099,-122.043,1710,105850 +7852130720,20141009T000000,452500.0,3,2.5,2240,7791,2.0,0,0,3,7,2240,0,2002,0,98065,47.5361,-121.88,2480,5018 +3832060120,20150316T000000,280000.0,4,2.5,2200,5893,2.0,0,0,3,7,2200,0,2008,0,98042,47.3333,-122.055,2200,5757 +4356200120,20141023T000000,248000.0,1,1.0,790,12000,1.0,0,0,3,6,790,0,1918,0,98118,47.5146,-122.265,1900,6000 +4073200124,20150417T000000,305000.0,2,1.0,890,7200,1.0,0,0,3,7,740,150,1949,0,98115,47.6998,-122.278,1290,7200 +2113700790,20150312T000000,435010.0,3,1.0,1270,4000,1.0,0,0,3,7,1120,150,1954,0,98106,47.5293,-122.354,1220,4600 +9274202620,20140718T000000,678100.0,3,1.75,1850,2860,1.5,0,0,5,8,1210,640,1931,0,98116,47.5853,-122.39,1660,3120 +2026049124,20140509T000000,325000.0,3,2.25,1352,1694,3.0,0,0,3,8,1352,0,2007,0,98125,47.7265,-122.315,1439,1387 +1828000760,20140714T000000,529950.0,3,2.0,1540,8400,1.0,0,0,3,7,1180,360,1968,0,98052,47.6554,-122.129,1550,8760 +6187700175,20141223T000000,440000.0,3,1.75,1640,8529,1.0,0,0,5,7,1640,0,1951,0,98155,47.7751,-122.32,1730,7769 +6371500040,20150316T000000,585000.0,3,1.0,1350,4800,1.5,0,0,3,7,1350,0,1928,0,98116,47.5749,-122.412,1360,4800 +8929000040,20140820T000000,462608.0,3,2.5,2010,2778,2.0,0,0,3,8,1390,620,2014,0,98029,47.5528,-121.999,1540,1689 +2970800145,20150407T000000,350500.0,3,1.75,2080,5200,1.0,0,0,3,7,1040,1040,1974,0,98166,47.4738,-122.35,1410,6550 +8588000610,20141110T000000,210000.0,3,1.0,1040,8125,1.0,0,0,3,7,1040,0,1956,0,98003,47.3171,-122.316,1200,9375 +3905080870,20150206T000000,510000.0,3,2.5,1890,5929,2.0,0,0,3,8,1890,0,1993,0,98029,47.5697,-121.994,2060,5775 +2457200040,20150506T000000,280000.0,3,2.25,1810,7630,1.0,0,0,4,7,1810,0,1959,0,98056,47.497,-122.18,1830,7594 +3971700580,20150303T000000,385000.0,3,1.75,1930,14389,1.0,0,0,3,7,1130,800,1963,1998,98155,47.7733,-122.317,1730,14378 +7304300760,20140625T000000,349000.0,3,1.0,1010,8184,1.0,0,0,4,6,1010,0,1947,0,98155,47.7416,-122.319,1010,8184 +5561720180,20140826T000000,252000.0,3,2.25,1740,10836,1.0,0,0,3,7,910,830,1981,0,98031,47.3976,-122.166,2090,7500 +1370801565,20141030T000000,1100000.0,4,2.5,2910,8881,2.0,0,1,3,10,1940,970,1932,0,98199,47.6424,-122.411,2540,5250 +1822350180,20141211T000000,375000.0,3,2.25,1330,8004,2.0,0,0,3,7,1330,0,1985,0,98034,47.7098,-122.217,1300,7971 +1310900610,20140714T000000,336000.0,4,2.25,2210,11700,2.0,0,0,4,8,2210,0,1967,0,98032,47.3648,-122.284,2040,9000 +9285800330,20140702T000000,732000.0,3,3.75,2670,6517,2.5,0,4,4,8,2020,650,1977,0,98126,47.5702,-122.38,2010,6073 +6620400205,20140806T000000,200000.0,2,1.0,1000,6227,1.0,0,0,3,6,1000,0,1949,0,98168,47.513,-122.333,1240,6250 +1644510040,20140528T000000,681716.0,4,2.5,3150,7277,2.0,0,0,3,9,3150,0,2006,0,98056,47.5159,-122.202,3030,8643 +6151800606,20150225T000000,235000.0,3,1.75,1520,12246,1.0,0,0,4,6,1520,0,1971,0,98010,47.3434,-122.049,1460,12246 +5245600120,20141009T000000,257500.0,3,1.0,1690,13825,1.0,0,0,3,7,1210,480,1955,0,98148,47.4256,-122.322,1190,9450 +8951900065,20140929T000000,315000.0,3,1.0,1070,9497,1.0,0,0,3,7,1070,0,1955,0,98028,47.7425,-122.23,1710,9561 +226039186,20140520T000000,299950.0,3,1.0,910,8000,1.0,0,0,4,6,740,170,1950,0,98177,47.7746,-122.378,2090,9007 +3558900450,20140711T000000,530000.0,4,2.25,2130,8640,1.0,0,0,3,7,1430,700,1969,0,98034,47.7087,-122.198,2120,8826 +3179100790,20140915T000000,766500.0,2,1.75,2230,6930,1.0,0,0,4,8,1530,700,1947,0,98105,47.6705,-122.277,1970,6930 +9808590210,20140513T000000,860000.0,4,2.5,3560,11119,1.0,0,2,3,10,2290,1270,1986,0,98004,47.6456,-122.19,3290,11385 +1781500220,20150131T000000,690000.0,3,2.5,2590,4961,2.0,0,0,3,9,2590,0,1944,2007,98126,47.5271,-122.381,1230,4961 +3126049052,20150318T000000,551000.0,4,1.75,2040,6348,1.0,0,0,3,7,1020,1020,1962,0,98103,47.6964,-122.336,1770,5047 +8677900120,20141121T000000,530000.0,3,2.75,2100,20150,1.0,0,0,4,7,2100,0,1955,0,98034,47.7206,-122.248,2100,15500 +5408100035,20150420T000000,568000.0,3,1.0,1340,7260,1.5,0,0,3,7,1340,0,1953,0,98125,47.7016,-122.295,1830,6822 +3827600040,20140520T000000,749950.0,3,2.5,2770,10773,2.0,0,2,3,9,2770,0,1992,0,98008,47.5754,-122.12,2530,10423 +7504100910,20141006T000000,535000.0,3,2.5,2400,12546,1.0,0,0,3,9,2400,0,1983,0,98074,47.6317,-122.041,2940,12150 +2068500210,20150409T000000,234300.0,3,1.0,1140,9779,1.0,0,0,3,7,1140,0,1963,0,98055,47.424,-122.201,1520,9814 +2172000035,20140821T000000,190000.0,2,1.0,930,11450,1.0,0,0,3,6,930,0,1946,0,98178,47.4862,-122.264,1150,11450 +4039400410,20141010T000000,525000.0,4,1.75,1820,6600,1.0,0,0,5,7,1820,0,1960,0,98007,47.606,-122.135,1430,8800 +7519000580,20141106T000000,610000.0,4,1.0,1390,3708,1.5,0,0,4,7,1390,0,1926,0,98117,47.685,-122.363,1430,3708 +9828702266,20141003T000000,520000.0,3,2.5,1480,1165,3.0,0,0,3,8,1480,0,2006,0,98144,47.6199,-122.3,1480,1231 +2770602170,20150422T000000,375000.0,2,1.0,760,6000,1.0,0,0,3,6,760,0,1942,0,98199,47.646,-122.384,1360,6000 +3260100330,20140528T000000,600000.0,3,1.75,1580,7416,1.0,0,0,3,7,1150,430,1967,0,98005,47.6056,-122.173,1730,7416 +925059219,20141023T000000,664000.0,4,2.5,1870,16200,1.0,0,0,5,8,1250,620,1974,0,98033,47.6651,-122.174,2000,11250 +1257201010,20150504T000000,698000.0,2,1.0,1510,4080,1.0,0,0,3,7,1010,500,1923,0,98103,47.6742,-122.329,1660,4080 +476000333,20140827T000000,418000.0,3,2.0,1250,1306,3.0,0,0,3,7,1250,0,2001,0,98107,47.6705,-122.39,1320,1250 +1721059218,20140818T000000,271675.0,3,1.75,2140,13068,1.0,0,0,4,7,1460,680,1974,0,98092,47.3099,-122.197,2090,17424 +6400700220,20150507T000000,450000.0,3,1.0,1540,9028,1.0,0,0,4,6,1540,0,1968,0,98033,47.6698,-122.177,1450,9028 +524069115,20140509T000000,759000.0,3,2.25,2950,78843,1.5,0,0,3,9,2950,0,2006,0,98075,47.5917,-122.068,3880,78843 +8818900155,20150115T000000,599950.0,6,3.0,2020,4129,1.0,0,0,3,7,1230,790,1994,0,98105,47.6648,-122.324,2080,4080 +2321300325,20150122T000000,810000.0,4,2.75,2820,5000,1.5,0,0,3,8,2170,650,1927,0,98199,47.6376,-122.394,1740,5000 +2131200925,20140729T000000,331292.0,3,1.75,1660,10000,1.0,0,0,3,7,1660,0,1972,0,98019,47.741,-121.978,1770,10000 +3726800220,20150406T000000,348000.0,3,1.75,1830,2417,1.0,0,0,3,7,930,900,1919,0,98144,47.5723,-122.309,1320,3200 +3488300085,20140919T000000,435000.0,2,1.0,720,5600,1.0,0,0,4,7,720,0,1920,0,98116,47.5641,-122.391,1330,5600 +6415100297,20150219T000000,530000.0,3,2.5,2160,9063,2.0,0,0,3,8,2160,0,1992,0,98133,47.7296,-122.333,2160,9063 +9265400210,20140922T000000,227000.0,3,1.75,1510,9837,2.0,0,0,3,7,1510,0,1989,0,98001,47.2576,-122.255,1470,8054 +2787000040,20141003T000000,285000.0,3,1.5,1870,42070,1.0,0,0,3,7,1870,0,1953,0,98168,47.509,-122.313,1870,19965 +3425059218,20150317T000000,740000.0,4,2.25,2860,26136,1.0,0,0,3,8,1640,1220,1977,0,98005,47.6033,-122.158,2670,25040 +1591600676,20150311T000000,246000.0,3,1.0,990,9145,1.5,0,0,4,6,990,0,1939,0,98146,47.5022,-122.36,1640,8320 +2843200085,20150217T000000,260000.0,3,1.0,1910,8710,1.0,0,0,3,7,1080,830,1954,0,98168,47.5038,-122.3,1460,8944 +2561320120,20140811T000000,366000.0,3,2.0,1350,10200,1.0,0,0,3,7,1350,0,1977,0,98074,47.6159,-122.05,1820,9600 +8835400775,20141026T000000,594950.0,4,3.25,2557,9480,2.0,0,2,3,7,2557,0,1948,1993,98118,47.5449,-122.262,2220,8340 +2767704525,20150327T000000,608000.0,3,2.75,2610,5000,2.0,0,0,4,7,1710,900,1946,0,98107,47.6729,-122.373,1500,5000 +3343901848,20150408T000000,313100.0,3,2.0,1720,11875,1.0,0,0,5,6,1720,0,1905,0,98056,47.5068,-122.191,1860,7500 +7137800085,20141003T000000,185000.0,3,1.75,1170,9085,1.0,0,0,3,7,1170,0,1967,0,98023,47.2808,-122.354,1230,9085 +1443500925,20150504T000000,455000.0,2,1.0,1140,11480,1.0,0,0,3,6,1140,0,1907,0,98118,47.5328,-122.274,1550,8150 +8731800210,20140711T000000,235000.0,3,2.5,2350,9051,1.0,0,0,4,8,1570,780,1966,0,98023,47.3126,-122.364,2270,8748 +8155000040,20141030T000000,230000.0,3,1.0,1020,12289,1.0,0,0,4,7,1020,0,1967,0,98058,47.4235,-122.155,1300,9894 +9279200910,20141120T000000,770000.0,4,2.25,2730,5000,1.0,0,0,5,7,1460,1270,1955,0,98116,47.5843,-122.393,2010,5000 +7697920150,20141002T000000,240000.0,4,2.25,1830,7614,2.0,0,0,3,7,1830,0,1991,0,98030,47.3682,-122.179,1860,6930 +7202290620,20150219T000000,461000.0,3,2.5,1690,3026,2.0,0,0,3,7,1690,0,2002,0,98053,47.6885,-122.043,1650,3161 +5093301285,20150327T000000,1580000.0,4,2.5,2900,10500,1.0,0,3,5,8,1450,1450,1963,0,98040,47.5838,-122.246,2900,9201 +1524069044,20141009T000000,1822500.0,4,4.5,6380,88714,2.0,0,0,3,12,6380,0,2006,0,98029,47.5592,-122.015,3040,7113 +7202340450,20141123T000000,452000.0,3,2.5,1690,4000,2.0,0,0,3,7,1690,0,2004,0,98053,47.6788,-122.034,1690,4000 +3629921120,20141003T000000,765000.0,4,2.5,2660,5043,2.0,0,2,3,9,2660,0,2003,0,98029,47.5445,-121.996,3010,5500 +524069020,20150422T000000,1050000.0,4,4.0,4550,54013,1.0,0,1,4,9,2300,2250,1989,0,98075,47.5964,-122.077,3540,39634 +2273600410,20150505T000000,546000.0,3,3.0,1530,9999,1.0,0,0,4,7,1150,380,1983,0,98033,47.6869,-122.186,1530,8556 +3186600515,20150122T000000,781000.0,3,2.5,2070,4463,1.5,0,0,5,8,1780,290,1931,0,98115,47.6853,-122.305,2070,5000 +7923000360,20150120T000000,538000.0,4,1.75,1880,7953,1.0,0,0,4,7,1880,0,1965,0,98008,47.5838,-122.123,1750,8591 +6678900150,20140819T000000,790000.0,4,2.5,2240,8664,1.0,0,0,5,8,1470,770,1975,0,98033,47.6621,-122.189,2210,8860 +9482700455,20141021T000000,696500.0,4,2.75,2540,4400,1.5,0,0,5,7,1630,910,1925,0,98103,47.6832,-122.343,1560,3920 +3861500330,20150430T000000,276000.0,3,2.0,1370,8137,1.0,0,0,4,7,1370,0,1988,0,98003,47.2802,-122.303,1660,8840 +6163901033,20140902T000000,269000.0,2,1.0,770,8612,1.0,0,0,3,6,770,0,1953,0,98155,47.7547,-122.323,1290,8407 +2426039123,20150130T000000,2415000.0,5,4.75,7880,24250,2.0,0,2,3,13,7880,0,1996,0,98177,47.7334,-122.362,2740,10761 +624069003,20150102T000000,829000.0,4,2.75,2970,59677,1.0,0,2,4,8,1610,1360,1973,0,98075,47.5953,-122.08,2930,42489 +7454000145,20150306T000000,122000.0,2,1.0,740,6840,1.0,0,0,3,6,740,0,1942,0,98126,47.5168,-122.373,740,6840 +4402700230,20140821T000000,352500.0,3,1.5,1360,7680,1.0,0,0,3,7,1360,0,1955,0,98133,47.7441,-122.337,1630,7679 +1432701510,20141021T000000,249000.0,4,2.0,1280,7560,1.0,0,0,5,6,1280,0,1959,0,98058,47.45,-122.175,1250,7690 +1115100119,20141208T000000,360000.0,4,2.0,1920,7803,1.0,0,0,3,7,1080,840,1962,0,98155,47.758,-122.325,1940,8147 +2553300120,20150504T000000,629500.0,3,2.0,2020,10584,1.0,0,0,3,10,2020,0,1994,0,98075,47.5851,-122.028,3030,9870 +2481630180,20140625T000000,1140000.0,4,2.25,3310,127631,2.0,0,0,5,9,3310,0,1924,1956,98072,47.732,-122.134,3830,43959 +2525049246,20141017T000000,1550000.0,2,2.25,2950,15593,1.0,0,0,4,8,1560,1390,1942,1986,98039,47.6209,-122.236,2060,19855 +7236300065,20140718T000000,275000.0,3,1.5,1320,7695,1.0,0,0,4,7,1320,0,1959,0,98056,47.4908,-122.181,1370,8295 +1854900330,20140909T000000,697000.0,4,2.5,3160,6961,2.0,0,0,3,8,3160,0,2005,0,98074,47.6125,-122.01,3110,5058 +203101210,20140507T000000,379500.0,2,1.0,1640,17335,1.0,0,0,3,7,840,800,1978,0,98053,47.6397,-121.953,2440,17850 +622100074,20141110T000000,720000.0,3,2.75,2440,76531,1.0,0,0,3,10,1640,800,1980,0,98072,47.7672,-122.161,1890,10042 +5014600180,20140513T000000,675000.0,4,2.5,3000,5548,2.0,0,0,3,9,3000,0,2006,0,98059,47.5399,-122.188,2870,5000 +809002295,20141029T000000,1169000.0,5,2.5,2810,6000,2.5,0,0,3,9,2810,0,1907,0,98109,47.6367,-122.35,2240,4800 +7533800325,20140520T000000,1100000.0,3,2.0,2390,6888,2.0,0,1,5,8,2390,0,1939,0,98115,47.6839,-122.274,2390,7920 +5637500180,20140612T000000,520000.0,4,1.0,2080,3500,1.5,0,0,5,7,1260,820,1926,0,98136,47.5445,-122.383,1380,5900 +3971700981,20141003T000000,415000.0,3,1.75,2650,7500,1.5,0,0,4,7,1590,1060,1962,0,98155,47.7716,-122.317,1340,7500 +2267000453,20140627T000000,415000.0,3,2.5,1060,1536,2.0,0,0,3,8,1060,0,2000,0,98117,47.6907,-122.395,1220,1316 +5029000120,20150407T000000,450000.0,3,2.25,1940,8312,1.0,0,1,4,7,1220,720,1963,0,98166,47.4556,-122.346,2060,9503 +3735900325,20150427T000000,485000.0,2,1.0,1080,4080,1.0,0,0,3,8,1080,0,1948,0,98115,47.6899,-122.32,1890,4080 +6187100360,20150427T000000,294000.0,3,2.25,1700,9600,2.0,0,0,3,7,1700,0,1984,0,98042,47.39,-122.158,1930,9600 +7237500530,20140709T000000,1037000.0,4,3.5,4440,10660,2.0,0,0,3,11,4440,0,2003,0,98059,47.5294,-122.137,4390,9976 +2207500880,20140728T000000,690000.0,3,1.0,1580,4000,2.0,0,0,3,8,1580,0,1905,0,98102,47.6363,-122.32,2190,4000 +7937900220,20141009T000000,716500.0,5,2.75,3630,38461,2.0,0,0,3,11,3630,0,2000,0,98058,47.4289,-122.094,4440,50378 +2767603615,20140903T000000,481000.0,2,2.25,1290,1137,3.0,0,0,3,8,1290,0,2007,0,98107,47.6718,-122.382,1290,1332 +8121100325,20150419T000000,575000.0,4,2.75,1960,4635,1.0,0,0,4,7,1000,960,1968,0,98118,47.5693,-122.285,1830,6180 +8712100720,20140815T000000,785000.0,3,2.0,2090,5015,1.5,0,0,5,7,2090,0,1920,0,98112,47.6378,-122.301,1930,4250 +1223059081,20150325T000000,480000.0,3,1.75,1960,43995,1.0,0,0,3,7,1960,0,1970,0,98059,47.4915,-122.106,1960,42253 +9323610180,20140819T000000,720000.0,3,2.25,2120,9297,2.0,0,0,4,8,2120,0,1981,0,98006,47.5561,-122.154,2620,10352 +2722059275,20150512T000000,536000.0,3,2.75,2290,34548,2.0,0,3,4,7,2290,0,1984,0,98042,47.3691,-122.163,399,275299 +1545800205,20140613T000000,324900.0,4,2.5,1880,7965,2.0,0,0,3,7,1880,0,2000,0,98038,47.3642,-122.052,1570,7584 +4303200555,20140815T000000,265000.0,2,1.0,770,5160,1.0,0,0,3,6,770,0,1943,0,98106,47.5304,-122.356,920,5160 +2267000730,20140701T000000,545000.0,3,2.5,1530,3210,1.5,0,0,5,7,1010,520,1928,0,98117,47.6913,-122.393,1330,4410 +1926049154,20150115T000000,465000.0,2,1.5,1450,27075,1.0,0,0,3,7,1450,0,1940,0,98133,47.7281,-122.353,1890,10599 +3300790540,20150109T000000,292500.0,3,2.25,1690,7320,2.0,0,0,3,7,1690,0,1987,0,98198,47.3889,-122.316,1520,7450 +2652501215,20140702T000000,860000.0,4,1.75,1880,3720,1.5,0,0,4,7,1880,0,1924,0,98109,47.6431,-122.356,2090,4095 +2426059124,20141216T000000,1045000.0,4,3.25,4160,47480,2.0,0,0,3,10,4160,0,1995,0,98072,47.7266,-122.115,3400,40428 +164000237,20140612T000000,495000.0,4,2.5,2140,7245,2.0,0,0,3,7,2140,0,2003,0,98133,47.729,-122.35,2080,7875 +1453602283,20150507T000000,342000.0,2,2.0,1320,1462,3.0,0,0,3,7,1320,0,1997,0,98125,47.7223,-122.29,1430,1650 +8081650330,20140625T000000,320000.0,4,2.5,2000,10051,2.0,0,0,3,7,2000,0,1997,0,98038,47.3625,-122.025,2000,6686 +3797000205,20140924T000000,444000.0,3,2.0,1460,2610,2.0,0,0,3,8,1460,0,1987,0,98103,47.6864,-122.345,1320,3000 +8921000040,20140625T000000,804100.0,4,2.5,3070,8086,2.0,0,0,3,10,3070,0,2005,0,98059,47.5399,-122.16,3320,10738 +6791100410,20140919T000000,432000.0,3,2.5,1660,15000,1.0,0,0,4,7,1660,0,1970,0,98075,47.5803,-122.05,2060,15015 +7224000450,20141230T000000,230000.0,6,1.5,1810,4838,1.5,0,0,4,5,1050,760,1905,0,98055,47.4874,-122.202,1300,4838 +3303980650,20140827T000000,935000.0,4,3.5,3510,11200,2.0,0,0,3,11,3510,0,2001,0,98059,47.5193,-122.15,3600,12124 +7589200191,20140807T000000,634950.0,3,3.0,2180,2650,1.5,0,0,5,8,1410,770,1930,0,98117,47.6891,-122.375,1570,4820 +9547200530,20150112T000000,780000.0,6,4.0,3300,5720,1.0,0,0,3,8,1960,1340,1963,0,98115,47.676,-122.309,2030,4080 +8635751120,20140519T000000,611000.0,4,2.5,2460,4200,2.0,0,0,3,8,2460,0,1998,0,98074,47.6031,-122.021,2330,4200 +1982201465,20141121T000000,475999.0,4,1.75,1880,4175,1.5,0,0,3,7,1090,790,1944,0,98107,47.6646,-122.364,1700,3758 +8648700450,20141216T000000,565000.0,3,2.0,2290,9450,1.0,0,0,3,9,1670,620,1979,0,98008,47.5692,-122.1,2750,11700 +3586501085,20140808T000000,630000.0,4,2.5,2290,26720,2.0,0,0,3,8,2290,0,1977,0,98177,47.7502,-122.374,2290,26720 +7701990040,20140617T000000,840000.0,4,3.5,3860,18334,2.0,0,0,3,10,3120,740,1996,0,98077,47.7095,-122.075,3550,18334 +3420069060,20141107T000000,790000.0,3,2.5,2640,432036,1.5,0,3,3,10,2640,0,1996,0,98022,47.1795,-122.036,1500,560617 +1822069052,20140709T000000,450000.0,5,2.5,2850,209523,1.0,0,0,4,7,1930,920,1925,1968,98058,47.3939,-122.089,2220,209523 +4385701285,20141223T000000,1272000.0,4,3.25,3020,4000,1.5,0,0,5,8,1920,1100,1927,0,98112,47.6395,-122.279,2400,4000 +2810600210,20150422T000000,520000.0,3,2.0,1510,3760,1.0,0,0,5,7,930,580,1925,0,98136,47.5425,-122.39,1510,3760 +1624049170,20141017T000000,446800.0,4,2.0,2410,8712,1.0,0,0,3,7,1260,1150,1958,0,98144,47.5729,-122.302,2220,6038 +871001085,20150129T000000,652000.0,3,1.0,1470,6122,1.0,0,0,3,8,1200,270,1948,0,98199,47.6517,-122.406,2200,6122 +4104500191,20140522T000000,1170000.0,3,2.75,2890,12130,2.0,0,3,4,10,2830,60,1987,0,98033,47.6505,-122.203,2415,11538 +98030530,20140610T000000,745000.0,4,3.25,3490,7024,2.0,0,0,3,10,3490,0,2006,0,98075,47.5834,-121.972,3450,6866 +1025049115,20140625T000000,594000.0,3,2.25,1270,1406,2.0,0,0,3,8,1060,210,2014,0,98105,47.6647,-122.284,1160,1327 +9331800580,20150310T000000,257000.0,2,1.0,1000,3700,1.0,0,0,3,6,800,200,1929,0,98118,47.552,-122.29,1270,5000 +9826701320,20140701T000000,485000.0,4,1.75,1430,4096,2.0,0,0,3,7,1430,0,1900,0,98122,47.604,-122.306,1640,3377 +2426049079,20150506T000000,330000.0,3,1.0,1060,20040,1.0,0,0,3,6,1060,0,1943,0,98034,47.7281,-122.235,1768,10800 +204000175,20140731T000000,381000.0,3,2.0,1680,8946,1.0,0,0,3,6,940,740,1996,0,98053,47.6379,-121.966,1550,11625 +822039004,20140613T000000,849900.0,2,2.0,2280,641203,2.0,0,0,3,9,2280,0,1990,0,98070,47.4125,-122.455,2030,224334 +3735900205,20150402T000000,793000.0,4,2.5,2450,4080,1.5,0,0,4,8,1490,960,1930,0,98115,47.6899,-122.319,2000,4080 +823000174,20140728T000000,920000.0,3,2.25,3650,5353,2.0,0,4,4,7,2200,1450,1947,0,98144,47.5949,-122.291,1950,4970 +3300701575,20150422T000000,455000.0,2,1.0,830,4000,1.0,0,0,4,6,830,0,1947,0,98117,47.6909,-122.381,1420,4000 +4128500210,20140513T000000,975000.0,4,2.5,3490,7494,2.0,0,3,3,11,3490,0,2000,0,98006,47.559,-122.127,3260,8437 +1934800142,20141203T000000,375000.0,2,1.5,1050,1046,2.0,0,0,3,8,960,90,2007,0,98122,47.6028,-122.309,1470,1768 +1189000205,20150311T000000,400000.0,2,2.5,1170,1811,2.0,0,0,3,8,1170,0,2001,0,98122,47.6132,-122.297,1250,3146 +4040800120,20150211T000000,447000.0,3,1.0,1220,7200,1.0,0,0,4,7,1220,0,1965,0,98008,47.6218,-122.116,1320,7200 +1238501099,20141031T000000,470000.0,3,1.75,1310,8600,1.0,0,0,4,7,1310,0,1987,0,98033,47.686,-122.185,2510,8515 +6705870040,20141015T000000,665000.0,4,2.5,3130,7582,2.0,0,0,3,8,3130,0,2004,0,98075,47.577,-122.055,2990,6441 +7340601063,20140903T000000,295500.0,3,1.75,1590,41550,1.5,0,0,3,6,1290,300,1933,1989,98168,47.4817,-122.28,2990,6464 +7212660540,20150115T000000,200000.0,4,2.5,1720,8638,2.0,0,0,3,8,1720,0,1994,0,98003,47.2704,-122.313,1870,7455 +1426079047,20140911T000000,620000.0,3,2.25,2520,212137,2.0,0,0,3,9,1590,930,2005,0,98019,47.7384,-121.878,2000,212137 +6817800220,20140829T000000,434900.0,3,2.0,1520,11067,1.0,0,0,3,7,1140,380,1983,0,98074,47.6326,-122.033,1280,11371 +1336800065,20150324T000000,1328000.0,4,2.25,3260,4640,2.0,0,0,5,9,2360,900,1907,0,98112,47.6272,-122.312,3240,5800 +9413900035,20150109T000000,1650000.0,4,3.25,3910,7500,2.0,0,0,3,10,3910,0,2006,0,98033,47.6527,-122.198,2600,9235 +9113200180,20140905T000000,852500.0,4,2.5,3480,6315,2.0,0,0,3,9,2360,1120,2000,0,98052,47.6841,-122.161,3620,5233 +4215250220,20141209T000000,790000.0,3,2.5,3040,34670,2.0,0,0,4,10,3040,0,1983,0,98072,47.7565,-122.129,3480,35001 +8563030330,20150313T000000,565000.0,4,1.75,2030,7350,1.0,0,0,3,8,2030,0,1966,0,98008,47.6274,-122.094,2000,7998 +5634500688,20150325T000000,1127500.0,6,3.25,3870,24700,2.0,0,0,3,10,2520,1350,1989,0,98028,47.7517,-122.233,2360,30030 +1657530450,20141222T000000,289950.0,3,2.5,1870,1436,2.0,0,0,3,7,1870,0,2004,0,98059,47.4899,-122.166,1720,1852 +1624059219,20141105T000000,850000.0,2,2.0,2640,13939,1.0,0,1,5,8,1640,1000,1963,0,98006,47.5647,-122.165,2880,14810 +7942600975,20140512T000000,505000.0,4,1.75,1940,4800,1.0,0,0,5,7,1030,910,1922,0,98122,47.6054,-122.314,1450,4800 +8835200610,20141028T000000,372000.0,3,2.5,1710,5633,2.0,0,0,3,7,1710,0,1981,0,98034,47.7232,-122.161,1540,5000 +7524200180,20141023T000000,207000.0,4,2.0,1690,7728,1.5,0,0,4,7,1690,0,1967,0,98198,47.3666,-122.318,1480,8009 +5451100220,20140513T000000,780000.0,3,1.75,2340,10495,1.0,0,0,4,8,2340,0,1967,0,98040,47.5386,-122.226,3120,11068 +4047200065,20140623T000000,400000.0,4,1.75,1700,20283,1.5,0,0,3,7,1340,360,1965,0,98019,47.7694,-121.903,1680,21369 +3374900035,20150223T000000,440250.0,3,1.5,1850,8124,1.0,0,0,4,7,1850,0,1948,0,98177,47.7275,-122.359,1530,8123 +7010700580,20150303T000000,585000.0,2,2.0,1370,7920,1.0,0,0,3,8,950,420,1949,0,98199,47.6589,-122.397,1370,4680 +4139440360,20140918T000000,850000.0,4,2.5,2900,9972,2.0,0,0,3,9,2900,0,1993,0,98006,47.5536,-122.121,2901,8567 +3126049154,20140925T000000,570000.0,3,3.0,2400,3192,2.0,0,0,3,7,2400,0,1991,0,98103,47.6963,-122.348,1360,3192 +1331900410,20140620T000000,869000.0,4,3.0,3740,30884,2.0,0,0,3,9,3060,680,1988,0,98072,47.7505,-122.117,3240,37031 +3432501395,20140924T000000,551000.0,4,2.75,2170,5988,2.0,0,0,3,8,2170,0,2014,0,98155,47.7484,-122.317,1170,8147 +8945100530,20150313T000000,172380.0,3,1.0,970,8378,1.0,0,0,4,6,970,0,1962,0,98023,47.3078,-122.365,1050,8563 +3121069038,20150326T000000,355000.0,3,2.5,2620,78843,1.0,0,3,4,7,1310,1310,1964,0,98092,47.2584,-122.093,2330,130244 +4139440730,20150225T000000,728935.0,4,2.5,2980,10194,2.0,0,0,3,9,2980,0,1993,0,98006,47.5515,-122.12,2980,10053 +9808640040,20150306T000000,850000.0,3,2.5,2340,1919,2.0,0,2,4,9,2340,0,1981,0,98033,47.6512,-122.203,2415,2166 +423059077,20141223T000000,515000.0,5,1.75,1880,48787,2.0,0,0,3,6,1880,0,1922,0,98059,47.5094,-122.165,1690,8401 +8005100571,20141205T000000,215000.0,2,1.0,1480,5325,1.0,0,0,4,7,1120,360,1925,0,98022,47.2079,-121.993,1670,5800 +9324320040,20140616T000000,220000.0,4,2.5,2240,9826,1.0,0,0,4,7,1370,870,1988,0,98023,47.314,-122.364,1980,9826 +3825310970,20140724T000000,845000.0,4,2.5,2940,7675,2.0,0,0,3,9,2940,0,2004,0,98052,47.7054,-122.129,3120,6574 +1930301540,20150223T000000,390000.0,1,1.0,710,4000,1.0,0,0,4,6,610,100,1928,0,98103,47.6562,-122.354,1440,4500 +723049158,20150313T000000,135000.0,4,1.0,1460,18599,1.5,0,0,3,5,1460,0,1940,0,98146,47.5006,-122.351,1320,8100 +6116500366,20150401T000000,439000.0,3,1.0,1530,19007,1.0,0,0,4,8,1290,240,1949,0,98166,47.4508,-122.352,2090,20962 +7954300330,20140708T000000,585000.0,4,2.5,2630,6185,2.0,0,0,3,9,2630,0,1999,0,98056,47.5229,-122.192,2720,6185 +2346800180,20150309T000000,620000.0,5,1.0,2230,16800,1.5,0,3,4,7,1700,530,1923,0,98136,47.5161,-122.395,2730,18400 +452001475,20140902T000000,477000.0,3,1.0,960,3600,1.0,0,0,4,7,960,0,1906,0,98117,47.6758,-122.369,1580,5000 +952006783,20141014T000000,399500.0,2,1.5,1180,1722,2.0,0,0,3,8,1180,0,2006,0,98116,47.5626,-122.384,1490,1469 +2013802060,20140927T000000,500000.0,2,1.0,1760,27332,1.0,1,4,4,7,1300,460,1951,0,98198,47.3799,-122.325,2590,16630 +1787600209,20140909T000000,432500.0,3,2.5,1340,8867,2.0,0,0,3,8,1340,0,1984,0,98125,47.724,-122.327,1630,7287 +9542100085,20141028T000000,940000.0,4,2.25,2800,18673,1.0,0,0,5,9,1650,1150,1965,0,98005,47.5893,-122.177,2800,15300 +3025059124,20140828T000000,3168750.0,5,3.5,4330,11979,1.0,0,4,3,12,2090,2240,2008,0,98004,47.6251,-122.218,4320,12000 +7504021490,20140512T000000,1080000.0,3,2.5,3720,11610,2.0,0,0,3,11,3720,0,1982,0,98074,47.636,-122.049,3530,11877 +8651440230,20140815T000000,229999.0,4,2.0,1670,5200,1.0,0,0,4,7,1030,640,1977,0,98042,47.3652,-122.09,1500,5200 +1003400155,20140811T000000,233000.0,3,1.0,1100,7657,1.0,0,0,3,7,1100,0,1955,0,98188,47.4374,-122.285,1300,8000 +7852190410,20140626T000000,600000.0,3,2.5,3240,8016,2.0,0,0,3,8,2910,330,2004,0,98065,47.5382,-121.877,2990,7561 +2968801085,20150508T000000,334000.0,4,1.5,1680,7620,1.0,0,0,4,7,1180,500,1965,0,98166,47.4578,-122.351,1460,7620 +7771300155,20140716T000000,332500.0,3,1.0,1030,8164,1.0,0,0,4,7,1030,0,1950,0,98133,47.7353,-122.334,1340,8164 +9320870040,20140626T000000,249900.0,3,2.5,1630,7700,1.0,0,0,3,7,1120,510,1978,0,98031,47.3876,-122.211,1640,8160 +623049047,20141023T000000,310000.0,3,2.0,2610,12180,1.0,0,0,3,7,1670,940,1918,0,98146,47.5063,-122.346,1520,12180 +9505100035,20141105T000000,200000.0,2,1.0,1250,8520,1.0,0,0,3,6,1250,0,1928,0,98126,47.5158,-122.378,1040,8520 +8114000040,20140725T000000,310000.0,4,1.75,1480,11200,1.0,0,0,4,7,1480,0,1969,0,98059,47.5064,-122.141,1480,20310 +424000145,20140707T000000,230000.0,3,1.0,1390,6000,1.0,0,0,3,5,1390,0,1954,0,98056,47.4977,-122.175,1170,6000 +7857003953,20141020T000000,420000.0,4,2.5,1940,5414,2.0,0,0,3,8,1940,0,1997,0,98108,47.5461,-122.299,2050,6307 +3630110220,20141012T000000,785000.0,4,2.5,2960,4750,2.0,0,0,3,9,2960,0,2005,0,98029,47.5544,-121.993,2960,4750 +251500330,20141014T000000,1775000.0,3,2.25,4320,19225,1.0,0,0,4,10,2160,2160,1972,0,98004,47.6368,-122.216,3430,18469 +1900600040,20140507T000000,265000.0,5,1.5,1500,7112,1.0,0,0,5,6,760,740,1920,0,98166,47.4692,-122.35,1200,7112 +6163901383,20140923T000000,295000.0,2,1.0,840,10465,1.0,0,0,3,6,840,0,1951,0,98155,47.755,-122.317,1320,8515 +4054530210,20150218T000000,896000.0,4,2.5,3560,46644,2.0,0,0,3,11,3560,0,1992,0,98077,47.7268,-122.05,3520,50261 +5088500210,20150112T000000,415000.0,4,2.75,2390,9968,1.0,0,0,4,9,1390,1000,1989,0,98038,47.3706,-122.056,2560,12385 +424500035,20150212T000000,250000.0,3,1.75,1200,5478,1.0,0,0,5,6,1200,0,1955,0,98056,47.4959,-122.174,1270,6855 +6762700515,20150421T000000,1475000.0,3,2.5,2570,5000,2.0,0,0,3,11,2570,0,1984,0,98102,47.6295,-122.32,1570,5000 +1562200040,20150407T000000,635000.0,5,2.25,2180,6000,1.0,0,0,4,8,1430,750,1966,0,98007,47.6235,-122.143,2160,8800 +3401700040,20150401T000000,905000.0,3,2.5,3450,48787,2.0,0,0,3,10,3450,0,1987,0,98072,47.739,-122.129,2810,41040 +7202330610,20140721T000000,528000.0,3,2.5,2020,5613,2.0,0,0,3,7,2020,0,2003,0,98053,47.6835,-122.035,2020,4609 +8835350230,20140825T000000,530000.0,3,2.5,2480,7480,2.0,0,0,3,9,2480,0,1992,0,98072,47.771,-122.166,2480,7480 +4057300180,20140807T000000,310000.0,3,1.5,1140,3104,2.0,0,0,3,7,1140,0,1988,0,98029,47.5707,-122.018,1150,2981 +1023059186,20150126T000000,252000.0,3,1.0,1530,9465,1.0,0,0,4,7,1530,0,1960,0,98059,47.4915,-122.151,1530,9465 +6672500040,20140811T000000,334500.0,3,2.0,1700,8160,1.0,0,0,3,7,1120,580,1961,0,98133,47.74,-122.339,1740,8181 +3265300410,20150506T000000,370000.0,3,1.0,2150,8480,1.0,0,0,3,8,1610,540,1951,0,98115,47.6996,-122.308,1620,5203 +7549801565,20141219T000000,311000.0,3,2.0,1190,7840,1.5,0,0,4,6,1190,0,1918,0,98108,47.5531,-122.312,1460,3240 +2114700040,20150414T000000,260000.0,3,2.75,1730,4131,2.0,0,2,3,7,1480,250,1975,0,98106,47.5327,-122.346,1570,4120 +3375300360,20140701T000000,217500.0,3,1.75,1400,9546,1.0,0,0,4,7,1400,0,1984,0,98003,47.3179,-122.331,1660,8550 +7237301010,20150218T000000,290000.0,3,2.5,2200,4240,2.0,0,0,3,7,2200,0,2003,0,98042,47.3715,-122.127,2200,4311 +1245500691,20141007T000000,500000.0,3,1.5,960,4600,1.0,0,0,3,6,960,0,1944,0,98033,47.6937,-122.213,2230,9350 +1604601225,20150420T000000,423500.0,3,2.0,1770,6000,1.0,0,3,3,7,1100,670,1984,0,98118,47.5644,-122.29,1300,3000 +5411600180,20141224T000000,715000.0,4,2.5,2970,5722,2.0,0,0,3,9,2970,0,2005,0,98074,47.6134,-122.042,3940,4848 +3331001115,20140728T000000,299000.0,3,2.5,1590,3121,2.0,0,0,3,7,1590,0,1994,0,98118,47.5515,-122.284,1090,4900 +11300120,20140630T000000,635000.0,3,2.5,3350,4007,2.0,0,0,3,8,2550,800,2005,0,98034,47.7277,-122.207,2340,4167 +8691310040,20140826T000000,806000.0,4,2.5,3370,9629,2.0,0,0,3,10,3370,0,1999,0,98075,47.5896,-121.978,3360,10335 +4307350450,20140531T000000,289950.0,3,2.5,1960,3480,2.0,0,0,3,7,1960,0,2004,0,98056,47.4802,-122.18,2560,3500 +2460700650,20141010T000000,280000.0,3,1.75,1360,6603,1.0,0,0,4,7,1360,0,1981,0,98058,47.4619,-122.168,1770,7107 +9558050450,20150330T000000,479950.0,3,2.5,2780,6000,2.0,0,0,3,9,2780,0,2004,0,98058,47.4569,-122.118,1940,3466 +3793500730,20140627T000000,394000.0,4,2.5,3000,9793,2.0,0,0,3,7,3000,0,2002,0,98038,47.3655,-122.028,1890,7557 +1026069061,20150129T000000,682000.0,4,2.5,3600,203425,2.0,0,0,3,9,3400,200,1979,0,98077,47.7597,-122.018,3150,202989 +3797002160,20140724T000000,409950.0,2,1.0,990,3000,1.0,0,0,4,6,990,0,1918,0,98103,47.6839,-122.345,1120,3000 +1251200155,20140911T000000,1000000.0,4,3.5,2990,4200,2.0,0,4,5,9,2000,990,1925,0,98144,47.593,-122.289,2390,4200 +4319200450,20150120T000000,436000.0,4,1.0,1200,6600,1.5,0,2,3,7,1200,0,1908,0,98136,47.5372,-122.382,1810,6600 +2762600035,20140909T000000,279000.0,3,1.0,1530,15975,1.0,0,0,3,7,970,560,1952,0,98168,47.4766,-122.326,1540,15975 +9269200150,20140715T000000,390000.0,1,1.75,1440,4920,1.0,0,0,3,7,720,720,1923,0,98126,47.534,-122.376,1440,4920 +2623029003,20141216T000000,635000.0,3,1.75,1940,167125,1.0,1,1,4,7,1480,460,1955,0,98070,47.459,-122.504,1910,127195 +104560120,20140718T000000,304400.0,4,2.75,2140,8100,2.0,0,0,4,7,2140,0,1990,0,98023,47.3075,-122.359,1960,7002 +7266200085,20150325T000000,780000.0,5,1.75,2330,3800,1.5,0,0,3,7,1360,970,1927,0,98115,47.6835,-122.308,2100,3800 +2622029072,20141001T000000,520000.0,4,3.5,2734,210201,2.0,0,0,5,8,2734,0,1974,0,98070,47.3652,-122.504,2270,187308 +5101406375,20150319T000000,580000.0,3,1.75,1950,10633,1.0,0,0,3,7,1250,700,1978,0,98125,47.7019,-122.313,1290,6380 +2698200210,20140908T000000,274000.0,3,1.75,1440,7198,1.0,0,0,3,7,990,450,1981,0,98055,47.4333,-122.194,1550,7156 +1328340120,20150209T000000,315000.0,3,2.25,1530,7906,1.0,0,0,3,7,1150,380,1980,0,98058,47.4418,-122.136,1460,7875 +2380000040,20140806T000000,390000.0,4,1.75,1910,77574,1.0,0,0,4,8,1910,0,1971,0,98042,47.3932,-122.12,2130,37026 +5490700085,20140911T000000,340000.0,5,2.0,1750,8220,1.0,0,0,3,7,1750,0,1956,0,98155,47.7694,-122.321,1210,6760 +1226059101,20140701T000000,502000.0,3,2.25,1600,45613,2.0,0,0,4,8,1600,0,1983,0,98072,47.7523,-122.117,2320,43005 +1081200360,20140806T000000,260000.0,3,1.75,1750,11180,1.0,0,0,3,8,1750,0,1968,0,98059,47.4713,-122.117,1730,11180 +148000450,20140530T000000,399000.0,2,1.0,940,4800,1.0,0,0,4,6,940,0,1911,1955,98116,47.5756,-122.414,980,5900 +7831800395,20140515T000000,312500.0,2,1.0,880,6345,1.0,0,0,3,7,880,0,1919,0,98106,47.5341,-122.358,1440,6345 +4024101395,20140513T000000,370000.0,3,1.75,1650,8254,1.0,0,0,5,7,1060,590,1951,0,98155,47.7596,-122.304,2280,9450 +686550040,20140619T000000,1240000.0,4,3.5,3820,13224,2.0,0,0,3,10,3280,540,1990,0,98004,47.6005,-122.199,3340,9700 +2337000150,20150220T000000,230000.0,3,1.5,1900,9630,1.0,0,0,3,8,1900,0,1967,0,98023,47.3352,-122.344,2010,9630 +1068000559,20141003T000000,1275000.0,4,1.75,3720,8448,1.0,0,3,4,9,1960,1760,1947,0,98199,47.6425,-122.406,2540,7064 +7899800120,20140820T000000,294350.0,3,1.0,1410,5120,1.5,0,0,3,6,1210,200,1925,0,98106,47.5238,-122.355,1330,5120 +425000175,20141013T000000,208950.0,3,1.0,960,5700,1.0,0,0,4,5,960,0,1956,0,98056,47.4983,-122.172,960,5700 +8682262260,20141106T000000,515000.0,2,1.75,1930,5570,1.0,0,0,3,8,1930,0,2005,0,98053,47.7173,-122.034,1810,5178 +5608010650,20150408T000000,965000.0,4,2.5,3420,9575,2.0,0,0,3,11,3420,0,1994,0,98027,47.5527,-122.095,3310,8192 +5350200870,20150326T000000,925000.0,4,2.75,3010,3400,2.0,0,2,3,9,2240,770,1923,2009,98122,47.6142,-122.284,1940,5080 +1279300085,20150318T000000,654500.0,4,1.0,1780,5000,1.5,0,0,3,8,1780,0,1947,0,98115,47.6761,-122.297,2030,5000 +1081300450,20140814T000000,364000.0,4,2.5,2080,11050,1.0,0,0,4,8,2080,0,1969,0,98059,47.472,-122.119,1850,11050 +8698600395,20150324T000000,150000.0,2,1.0,1250,5208,1.0,0,0,3,7,1050,200,1951,0,98002,47.3063,-122.219,1030,5354 +5381000072,20140514T000000,349950.0,5,3.0,2257,10117,1.0,0,0,3,8,1363,894,2005,0,98188,47.4524,-122.284,1540,10700 +2877103111,20140825T000000,585000.0,3,1.5,1670,5000,1.5,0,0,4,7,1670,0,1912,0,98117,47.678,-122.36,1750,5000 +2159800120,20150317T000000,801501.0,4,2.25,2250,13500,2.0,0,0,4,9,2250,0,1980,0,98007,47.621,-122.151,2730,13500 +2724079061,20141010T000000,610000.0,3,1.75,1650,221720,1.0,0,0,3,7,1650,0,1992,0,98024,47.5297,-121.901,2520,221284 +1843100610,20140521T000000,382000.0,5,2.25,2880,11965,2.0,0,0,4,8,2880,0,1990,0,98042,47.3734,-122.124,2370,10715 +120069003,20141201T000000,495000.0,4,3.0,3620,403693,2.0,0,2,3,9,3620,0,1980,0,98022,47.2527,-121.98,2230,148811 +3226049401,20141103T000000,447500.0,3,1.75,1950,6504,1.0,0,0,3,8,1530,420,1953,0,98115,47.6934,-122.328,1660,6552 +259800610,20150220T000000,575000.0,4,2.5,2280,9491,1.0,0,0,4,7,1290,990,1966,0,98008,47.6297,-122.117,1560,8050 +635000145,20141007T000000,565000.0,2,1.75,1740,4736,1.5,0,2,4,7,1040,700,1907,0,98144,47.5994,-122.287,2020,4215 +3764800540,20140522T000000,348580.0,3,1.0,1220,7876,1.0,0,0,3,7,1220,0,1966,0,98034,47.7317,-122.201,1340,7876 +6672700120,20141016T000000,459000.0,4,1.75,2260,9703,1.0,0,0,2,8,1660,600,1978,0,98052,47.6622,-122.145,2390,8455 +2126079124,20150402T000000,375000.0,4,2.0,1790,61419,2.0,0,2,2,7,1790,0,1988,0,98019,47.7216,-121.907,1790,62290 +2331550120,20140904T000000,310000.0,4,2.5,2440,7093,2.0,0,0,3,7,2440,0,1999,0,98030,47.3817,-122.204,1860,6072 +2190600243,20141118T000000,210000.0,3,1.5,1400,9600,1.0,0,0,4,7,1400,0,1964,0,98003,47.2878,-122.297,2210,15000 +7853340330,20140911T000000,384205.0,3,2.75,1810,3292,2.0,0,0,3,8,1810,0,2014,0,98065,47.5164,-121.877,1810,2769 +3185600040,20140522T000000,180000.0,2,1.0,1400,4500,1.0,0,0,3,7,900,500,1922,0,98055,47.4866,-122.219,1400,5500 +3185600040,20141224T000000,310000.0,2,1.0,1400,4500,1.0,0,0,3,7,900,500,1922,0,98055,47.4866,-122.219,1400,5500 +253600180,20150203T000000,427500.0,4,2.5,2010,6294,2.0,0,0,3,7,2010,0,2000,0,98028,47.776,-122.24,1870,4394 +7011201475,20140527T000000,780000.0,3,3.0,2520,2152,1.5,0,0,3,8,1560,960,1925,2006,98119,47.6363,-122.371,1140,2152 +2525049266,20140821T000000,1762000.0,3,2.25,3060,16000,2.0,0,0,3,10,3060,0,1988,0,98039,47.6189,-122.23,3510,13162 +9542830540,20150303T000000,339950.0,4,2.5,2150,4000,2.0,0,0,3,7,2150,0,2010,0,98038,47.3655,-122.018,1610,4000 +8965400210,20140701T000000,820000.0,3,2.25,2880,9750,2.0,0,0,3,10,2880,0,1989,0,98006,47.5575,-122.119,2920,11090 +8682291970,20140924T000000,398000.0,2,2.0,1300,3865,1.0,0,0,3,8,1300,0,2006,0,98053,47.7193,-122.024,1350,4199 +5561300540,20140602T000000,492000.0,3,1.75,2770,39927,1.0,0,0,4,8,1580,1190,1978,0,98027,47.4669,-122.003,2420,36384 +2722049092,20150108T000000,240000.0,4,1.5,1780,14810,1.0,0,0,4,8,1180,600,1950,0,98032,47.3581,-122.288,1450,6728 +5469502380,20140609T000000,599950.0,4,3.5,3730,15029,2.0,0,2,3,10,2440,1290,1991,0,98042,47.3804,-122.163,3440,14280 +2023049218,20140716T000000,105500.0,2,1.0,930,7740,1.0,0,0,1,5,930,0,1932,0,98148,47.4611,-122.324,1620,8584 +2023049218,20150316T000000,445000.0,2,1.0,930,7740,1.0,0,0,1,5,930,0,1932,0,98148,47.4611,-122.324,1620,8584 +1920079103,20140911T000000,390500.0,2,1.75,1460,426450,1.0,0,0,5,7,960,500,1966,0,98022,47.2079,-121.967,1810,17350 +7760400210,20150224T000000,255000.0,3,2.0,1310,8454,1.0,0,0,3,7,1310,0,1994,0,98042,47.3697,-122.075,1310,8454 +8078390150,20140626T000000,675750.0,4,2.5,2770,10274,2.0,0,0,3,9,2770,0,1989,0,98029,47.5748,-122.018,2270,7210 +3528900401,20140701T000000,1640000.0,3,3.25,3140,5445,2.0,0,3,4,10,2240,900,1913,0,98109,47.6406,-122.347,2950,5250 +5104520720,20140930T000000,353500.0,4,2.5,1770,9239,2.0,0,0,3,7,1770,0,2004,0,98038,47.3512,-122.006,2150,5450 +8146100580,20141020T000000,765000.0,3,1.0,1220,7585,1.0,0,0,4,7,1220,0,1954,0,98004,47.6094,-122.194,1380,8918 +7852020620,20150303T000000,563500.0,4,2.5,2190,4944,2.0,0,0,3,8,2190,0,1999,0,98065,47.5341,-121.866,2190,5108 +5249803010,20150121T000000,439000.0,4,2.0,1800,5465,1.0,0,0,3,7,900,900,1942,0,98118,47.561,-122.272,1400,5400 +5459500145,20140613T000000,975000.0,5,2.75,3100,10014,1.0,0,2,4,9,1660,1440,1973,0,98040,47.5734,-122.213,3230,10279 +7853302110,20150406T000000,469900.0,3,2.5,2270,4399,2.0,0,0,3,7,2270,0,2007,0,98065,47.5415,-121.884,2060,4399 +7304300905,20150423T000000,252000.0,3,1.0,1300,8184,2.0,0,0,3,6,1300,0,1947,0,98155,47.7469,-122.319,1120,8184 +6119200085,20140612T000000,495000.0,3,2.0,1769,9300,1.0,0,0,4,7,1769,0,1955,2009,98166,47.441,-122.342,1870,10226 +622049106,20141202T000000,570000.0,6,2.5,3370,15625,1.0,0,0,3,8,1770,1600,1964,0,98166,47.4223,-122.343,2790,15681 +1624049275,20140812T000000,327000.0,4,2.5,1630,5361,2.0,0,0,3,7,1630,0,1999,0,98144,47.5704,-122.294,1920,5046 +5035300871,20141014T000000,898000.0,2,2.25,2470,7658,1.0,0,0,4,8,1480,990,1954,0,98199,47.653,-122.416,2070,7270 +1329500120,20150109T000000,300000.0,4,2.5,2600,8572,2.0,0,0,3,8,2600,0,2003,0,98001,47.3155,-122.266,2170,5288 +7504400620,20150413T000000,418500.0,3,2.0,1800,12440,1.0,0,0,3,8,1220,580,1978,0,98074,47.6254,-122.05,2460,12352 +8029550180,20150325T000000,450000.0,4,2.5,2240,4616,2.0,0,0,3,7,1840,400,2001,0,98056,47.5118,-122.194,2260,5200 +5072200040,20140502T000000,403000.0,3,2.0,1960,13100,1.0,0,2,5,8,1650,310,1957,0,98166,47.4419,-122.34,1960,10518 +6141100330,20140612T000000,440000.0,3,1.0,1710,6556,1.5,0,0,4,7,1200,510,1926,0,98133,47.7185,-122.354,1410,6563 +7131300063,20150429T000000,350000.0,4,1.75,2140,4959,1.0,0,0,3,7,1080,1060,1965,0,98118,47.5166,-122.266,1590,5250 +2807100155,20140515T000000,240000.0,3,2.0,1400,6200,1.0,0,0,3,6,700,700,1948,0,98133,47.7634,-122.34,1410,7564 +1819800286,20140616T000000,460000.0,2,1.0,890,2100,1.0,0,0,4,6,760,130,1919,0,98107,47.656,-122.359,1600,4250 +2663000580,20140919T000000,825000.0,4,1.0,1820,4000,2.0,0,0,3,8,1820,0,1923,0,98102,47.6259,-122.321,2050,4000 +7749500970,20150226T000000,267500.0,3,2.25,1860,12000,1.0,0,0,4,7,1860,0,1976,0,98092,47.2942,-122.19,1815,9604 +3599600150,20140904T000000,201000.0,3,1.0,1220,22443,1.0,0,0,4,7,1220,0,1972,0,98001,47.2633,-122.245,1260,19950 +7853310720,20140617T000000,479500.0,3,2.75,2300,4637,2.0,0,0,3,8,2300,0,2008,0,98065,47.5216,-121.878,2420,5699 +4239410220,20150402T000000,210000.0,2,1.0,1520,4700,2.0,0,0,4,7,1520,0,1978,0,98092,47.3187,-122.182,1140,3906 +9136103027,20140608T000000,445000.0,2,1.0,1440,3225,1.0,0,0,3,7,960,480,1915,0,98103,47.6653,-122.338,1160,3630 +3432501415,20140714T000000,265000.0,3,1.75,1170,8148,1.0,0,0,3,7,1170,0,1952,0,98155,47.7479,-122.318,1200,8147 +3432501415,20141111T000000,399000.0,3,1.75,1170,8148,1.0,0,0,3,7,1170,0,1952,0,98155,47.7479,-122.318,1200,8147 +1026069044,20141010T000000,785000.0,4,2.25,3200,53357,2.0,0,0,4,9,3200,0,1972,0,98077,47.755,-122.035,2650,54014 +1152600220,20140623T000000,831500.0,5,2.5,4470,35124,2.5,0,0,3,11,4470,0,1984,0,98072,47.7377,-122.084,4050,34118 +9478500770,20150403T000000,360000.0,4,2.5,2570,4557,2.0,0,0,3,7,2570,0,2009,0,98042,47.367,-122.115,2200,4500 +6388920410,20150423T000000,655000.0,3,2.5,2370,7916,2.0,0,0,3,9,2370,0,1990,0,98056,47.528,-122.171,2500,8221 +3579800180,20150504T000000,449950.0,4,1.5,1800,10150,1.5,0,0,4,7,1800,0,1958,0,98034,47.7325,-122.242,1630,10660 +8860300220,20150429T000000,612000.0,5,2.5,2300,7000,1.0,0,0,3,8,1290,1010,1975,0,98052,47.6875,-122.122,2080,7280 +1823069287,20140729T000000,575000.0,3,2.5,3240,33661,2.0,0,0,3,8,3240,0,2001,0,98059,47.4785,-122.095,1870,43560 +8854000410,20150212T000000,557000.0,3,2.5,2280,18241,1.0,0,0,3,9,960,1320,1995,0,98011,47.7453,-122.213,3100,12465 +3344500183,20150128T000000,375000.0,4,1.75,1870,12500,1.0,0,1,5,6,1030,840,1943,0,98056,47.511,-122.197,2060,14141 +2891400410,20150227T000000,369000.0,3,2.25,1820,99752,1.0,0,0,4,7,1820,0,1969,0,98092,47.2838,-122.006,1850,117612 +7129800063,20150420T000000,330000.0,5,2.75,2390,6282,1.0,0,0,4,7,1290,1100,1966,0,98118,47.5149,-122.263,1690,5202 +3179100220,20150427T000000,1031000.0,4,1.75,2110,6708,1.0,0,3,3,8,1410,700,1941,0,98105,47.67,-122.274,2140,7006 +1931300815,20150326T000000,550000.0,2,1.0,980,4800,1.0,0,0,4,7,980,0,1910,0,98103,47.6569,-122.348,1570,2640 +6163900333,20141110T000000,338000.0,3,1.75,1250,7710,1.0,0,0,4,7,1250,0,1947,0,98155,47.7623,-122.317,1340,7710 +4389201075,20140731T000000,1900000.0,4,2.5,3680,13351,2.0,0,2,5,9,3680,0,1946,1982,98004,47.6154,-122.214,3410,11700 +2122700120,20140820T000000,235000.0,3,1.0,2230,8163,1.0,0,0,3,7,1230,1000,1966,0,98118,47.5215,-122.275,2380,6874 +2291401115,20141125T000000,349950.0,1,1.0,1230,9300,1.5,0,0,4,6,1230,0,1918,0,98133,47.7055,-122.348,1190,6820 +7229100040,20140729T000000,300000.0,5,2.5,2093,10350,1.5,0,0,5,7,2093,0,1963,0,98058,47.4495,-122.17,1520,10350 +3204800040,20141103T000000,431000.0,3,1.75,1660,12865,1.0,0,0,5,7,1660,0,1967,0,98056,47.5375,-122.175,1610,12400 +8092700220,20150411T000000,280000.0,5,2.5,1630,20750,1.0,0,0,4,7,1100,530,1975,0,98042,47.3657,-122.113,1630,8640 +7503800210,20150326T000000,295000.0,4,2.5,1677,7209,2.0,0,0,3,7,1677,0,2011,0,98023,47.2957,-122.357,2236,7209 +2781250150,20150423T000000,445000.0,4,2.5,2990,6383,2.0,0,0,3,7,2990,0,2003,0,98038,47.3499,-122.027,2640,6454 +2024089011,20140826T000000,550000.0,5,1.0,2150,262231,1.5,0,0,3,7,2150,0,1900,2000,98065,47.5519,-121.803,1460,46609 +2427910040,20140826T000000,515000.0,4,2.5,2890,15067,2.0,0,0,3,9,2890,0,2003,0,98024,47.5666,-121.907,3090,15398 +3123059107,20140520T000000,555000.0,3,2.5,3050,158558,1.0,0,0,4,9,3050,0,1987,0,98055,47.4326,-122.208,2960,31050 +7211400506,20140908T000000,265000.0,3,2.5,1410,2500,2.0,0,0,3,7,1410,0,2006,0,98146,47.5132,-122.358,1290,5190 +8129700085,20140924T000000,597000.0,4,2.5,2280,2432,2.0,0,0,5,8,1520,760,1921,0,98103,47.6605,-122.355,1690,2099 +3271301175,20140815T000000,661000.0,2,1.0,1260,5800,1.0,0,0,4,7,1260,0,1939,0,98199,47.6501,-122.409,1830,5800 +7203101970,20140715T000000,362764.0,3,2.0,1460,4350,2.0,0,0,3,7,1460,0,2008,0,98053,47.696,-122.026,1740,4622 +1787600146,20140821T000000,427000.0,4,2.5,1600,14000,1.0,0,0,3,8,1310,290,1950,0,98125,47.7258,-122.326,1600,10200 +5255200220,20141205T000000,405000.0,3,1.75,2020,8531,1.0,0,0,3,7,2020,0,1965,0,98011,47.7691,-122.199,1950,8449 +937000330,20141224T000000,157000.0,3,1.5,1170,11530,1.0,0,0,3,7,1170,0,1960,0,98198,47.4211,-122.29,1550,8605 +937000330,20150319T000000,246500.0,3,1.5,1170,11530,1.0,0,0,3,7,1170,0,1960,0,98198,47.4211,-122.29,1550,8605 +6817800730,20150108T000000,386500.0,2,1.5,1280,11071,1.0,0,0,3,7,850,430,1984,0,98074,47.6351,-122.033,1280,10879 +1898900040,20140606T000000,300000.0,4,2.5,2680,15508,2.0,0,0,3,8,2680,0,1999,0,98023,47.3025,-122.39,1960,15586 +9264901510,20141107T000000,240000.0,3,1.75,1770,8571,1.0,0,0,3,8,1270,500,1978,0,98023,47.3109,-122.339,2120,7711 +3343301490,20140909T000000,818500.0,5,3.5,4790,12957,2.0,0,1,3,9,3110,1680,2005,0,98006,47.5469,-122.194,2620,13538 +1645000097,20140809T000000,249000.0,3,1.75,1300,8500,1.0,0,0,4,7,1300,0,1964,0,98022,47.209,-122.005,1410,7800 +2923501020,20140929T000000,580000.0,4,2.25,2610,7700,1.0,0,0,3,8,1700,910,1977,0,98027,47.5659,-122.089,2260,8266 +4139900180,20150420T000000,2340000.0,4,2.5,4500,35200,1.0,0,0,3,13,4500,0,1988,0,98006,47.5477,-122.126,4760,35200 +2621760360,20140926T000000,333000.0,4,2.5,2100,7366,2.0,0,0,3,8,2100,0,1997,0,98042,47.3703,-122.107,2060,7324 +5702380730,20140823T000000,230000.0,2,2.0,1340,7605,1.0,0,0,3,7,1340,0,1992,0,98022,47.1936,-121.981,1670,7136 +1604601855,20150213T000000,360500.0,3,1.0,970,6180,1.0,0,3,3,6,970,0,1974,0,98118,47.5658,-122.291,1120,4500 +6777800150,20140722T000000,265000.0,3,1.75,2200,7200,1.0,0,0,3,8,1270,930,1962,0,98032,47.3745,-122.276,1800,8000 +1563103040,20141025T000000,490000.0,2,1.0,990,5000,1.0,0,0,3,7,990,0,1941,0,98116,47.5666,-122.403,2250,6032 +7550800736,20150506T000000,600000.0,2,1.75,1180,5000,1.0,0,0,2,7,880,300,1925,0,98107,47.6749,-122.398,1470,5000 +1138000410,20140915T000000,307500.0,3,1.0,980,6530,1.0,0,0,3,7,980,0,1969,0,98034,47.7133,-122.213,1220,6723 +7555220150,20141217T000000,670000.0,4,2.25,2370,9636,1.0,0,0,3,8,1660,710,1976,0,98033,47.6497,-122.194,2350,9588 +3021059197,20141021T000000,247200.0,3,1.5,1910,10583,1.5,0,0,4,7,1910,0,1922,1967,98002,47.2782,-122.212,1770,9068 +2923500230,20141216T000000,2600000.0,4,4.5,5270,12195,2.0,1,4,3,11,3400,1870,1979,0,98027,47.5696,-122.09,3390,9905 +4039500610,20140820T000000,440000.0,3,1.75,1430,8400,1.0,0,0,4,7,1430,0,1961,0,98008,47.6073,-122.127,1570,7800 +3904910610,20150506T000000,700000.0,4,2.5,2490,7694,2.0,0,0,3,8,2490,0,1987,0,98029,47.567,-122.016,2140,8126 +2489200230,20150311T000000,756100.0,4,2.0,2000,8317,1.5,0,0,4,8,2000,0,1917,0,98126,47.5394,-122.379,1390,6001 +2600100180,20141020T000000,555000.0,4,2.75,2600,19275,1.0,0,0,3,8,1620,980,1978,0,98006,47.5523,-122.162,2230,10119 +6909200355,20150424T000000,830000.0,5,3.5,2880,3750,2.0,0,2,3,8,2270,610,2001,0,98144,47.5905,-122.292,2060,4000 +7575500040,20141212T000000,180000.0,3,1.0,1010,8863,1.0,0,0,4,6,1010,0,1990,0,98022,47.1955,-121.999,1090,8410 +6192400180,20141006T000000,775000.0,5,3.5,3290,5600,2.0,0,0,3,9,2670,620,2004,0,98052,47.7056,-122.119,3130,5600 +5125400385,20140805T000000,220000.0,4,1.75,1530,18400,1.5,0,0,4,6,1530,0,1938,0,98002,47.329,-122.219,1620,13535 +7811100230,20140724T000000,650000.0,4,2.75,2020,15810,1.0,0,0,4,9,1620,400,1967,0,98005,47.5921,-122.155,2210,10160 +6608500220,20141224T000000,410000.0,3,1.75,1340,9975,1.0,0,0,4,7,1340,0,1961,0,98033,47.7012,-122.169,1340,10050 +705730180,20141021T000000,339995.0,4,2.5,2180,5367,2.0,0,0,3,7,2180,0,2000,0,98038,47.3775,-122.022,2180,5130 +4039700870,20150219T000000,1160000.0,5,1.75,2870,9680,1.0,0,4,5,9,1440,1430,1966,0,98008,47.6122,-122.111,2940,9729 +238000201,20140723T000000,440000.0,3,2.75,2070,9697,2.0,0,0,4,7,1330,740,1929,0,98188,47.4327,-122.283,2000,14436 +4365700330,20140730T000000,275000.0,2,1.75,930,7080,1.0,0,0,3,6,930,0,1923,2006,98106,47.5224,-122.36,1100,7680 +4249000230,20140829T000000,766000.0,3,2.5,2270,9822,2.0,0,0,3,9,2270,0,1988,0,98052,47.6685,-122.137,2790,8089 +1099750610,20140710T000000,231500.0,3,2.25,1630,7900,1.0,0,0,4,7,1130,500,1973,0,98023,47.3076,-122.377,1630,8200 +3123089010,20141229T000000,472000.0,3,2.0,2770,89298,2.0,0,0,3,9,2770,0,2004,0,98045,47.4291,-121.842,2040,109771 +9578050120,20140808T000000,1325000.0,4,2.5,4010,37076,2.0,0,0,4,12,4010,0,1990,0,98052,47.7139,-122.106,4280,35326 +1423049029,20150306T000000,265000.0,4,1.75,1970,8390,1.0,0,0,3,7,1140,830,1955,0,98178,47.4861,-122.251,1710,10890 +1703900155,20141113T000000,325000.0,2,1.0,790,6000,1.0,0,0,3,7,790,0,1948,0,98118,47.5543,-122.273,960,6000 +1397300120,20140729T000000,364500.0,3,1.75,1740,8424,1.0,0,0,5,7,1040,700,1954,0,98133,47.7508,-122.352,1370,8424 +7304301085,20150129T000000,322500.0,2,1.0,1130,8184,1.0,0,0,3,6,1130,0,1947,0,98155,47.7473,-122.32,1010,8184 +603001020,20150416T000000,338900.0,3,1.75,1180,4000,1.0,0,0,3,7,1040,140,1929,0,98118,47.5226,-122.284,1430,4000 +5332200530,20140613T000000,910000.0,5,2.5,2350,4000,2.0,0,0,3,9,2350,0,1993,0,98112,47.6265,-122.296,1840,4000 +5332200530,20150424T000000,1015000.0,5,2.5,2350,4000,2.0,0,0,3,9,2350,0,1993,0,98112,47.6265,-122.296,1840,4000 +4475800065,20140613T000000,459950.0,3,1.75,1850,6869,1.0,0,2,5,6,1100,750,1919,1934,98166,47.4648,-122.363,1850,10096 +4305500180,20141014T000000,584950.0,4,3.0,3220,6224,1.5,0,0,3,9,3220,0,2009,0,98059,47.4813,-122.129,2950,6224 +9269750220,20141223T000000,252000.0,3,1.75,2050,11313,1.0,0,0,3,7,1520,530,1987,0,98023,47.2837,-122.358,1620,8065 +6802210330,20150429T000000,270000.0,3,2.5,1430,8470,1.0,0,0,3,7,1190,240,1992,0,98022,47.1943,-121.991,1670,8418 +98020220,20141030T000000,750000.0,4,2.5,3210,8938,2.0,0,0,3,10,3210,0,2005,0,98075,47.582,-121.971,3740,8108 +6837700175,20141201T000000,775000.0,3,1.75,3520,12350,1.0,0,4,4,8,1530,1990,1960,0,98116,47.5837,-122.382,2140,7800 +1895450230,20150218T000000,325000.0,3,2.5,2260,8120,2.0,0,0,3,8,2260,0,2004,0,98023,47.2924,-122.357,2250,7784 +1853080180,20141026T000000,810000.0,5,3.25,3290,6422,2.0,0,0,3,9,3290,0,2012,0,98074,47.5933,-122.061,3210,6891 +3582750120,20140715T000000,409000.0,2,2.25,1640,2128,2.0,0,0,4,8,1640,0,1974,0,98028,47.753,-122.252,1640,2128 +3319500385,20140616T000000,400000.0,4,1.75,1580,5340,1.0,0,0,3,7,1130,450,1947,0,98144,47.6003,-122.306,830,980 +2783100230,20150512T000000,530000.0,4,2.25,1940,8270,2.0,0,0,5,7,1940,0,1962,0,98133,47.7567,-122.333,1800,7743 +1238501098,20150313T000000,580000.0,3,2.25,1580,8506,2.0,0,0,3,7,1580,0,1987,0,98033,47.686,-122.185,2253,8515 +8562900180,20140509T000000,491300.0,3,1.75,1750,11340,1.0,0,1,4,7,1300,450,1987,0,98074,47.6099,-122.058,2310,11340 +7140200450,20141231T000000,272000.0,4,2.75,1810,7350,1.0,0,0,4,7,1200,610,1980,0,98030,47.3703,-122.171,1750,7350 +220069106,20150401T000000,599950.0,3,2.5,1970,106722,1.0,0,4,3,9,1970,0,1985,0,98022,47.2498,-122.003,2910,101494 +3905040040,20150226T000000,464000.0,3,2.5,1770,5146,2.0,0,0,3,8,1770,0,1992,0,98029,47.5704,-121.999,1870,5146 +3797000330,20140623T000000,471001.0,3,1.75,1800,6000,1.0,0,0,5,7,900,900,1905,0,98103,47.6867,-122.349,1800,3000 +6669150530,20141117T000000,230000.0,3,1.5,1500,11616,1.0,0,0,3,7,1100,400,1980,0,98031,47.4062,-122.174,1830,8288 +3298200620,20140714T000000,358000.0,3,1.0,940,6695,1.0,0,0,4,6,940,0,1959,0,98008,47.6195,-122.12,1230,7400 +8024202170,20140820T000000,510000.0,3,2.25,2340,6183,1.0,0,0,3,7,1210,1130,1929,0,98115,47.6979,-122.31,1970,6183 +1788900230,20140722T000000,86500.0,3,1.0,840,9480,1.0,0,0,3,6,840,0,1960,0,98023,47.3277,-122.341,840,9420 +1788900230,20150403T000000,199950.0,3,1.0,840,9480,1.0,0,0,3,6,840,0,1960,0,98023,47.3277,-122.341,840,9420 +3220200040,20140616T000000,1712500.0,3,3.25,2940,5432,3.0,0,3,4,10,2440,500,1978,0,98109,47.6299,-122.354,4400,5500 +7645900355,20150313T000000,850000.0,3,2.75,3180,3680,2.0,0,0,4,9,2190,990,1918,0,98126,47.577,-122.38,2000,3680 +458000065,20140923T000000,542000.0,4,2.5,2020,3440,1.5,0,0,4,7,1480,540,1928,0,98117,47.6885,-122.376,1520,5080 +123039604,20140701T000000,102500.0,2,1.0,820,4320,1.0,0,0,3,5,820,0,1937,0,98106,47.514,-122.359,780,7424 +1223089077,20150401T000000,718000.0,3,1.75,4060,136290,1.0,0,0,3,8,2810,1250,1995,0,98045,47.4843,-121.719,1300,51836 +4039800180,20141222T000000,625000.0,4,2.25,2660,22194,1.0,0,0,4,8,2180,480,1977,0,98008,47.6142,-122.107,2660,18135 +7304301005,20140523T000000,350000.0,3,1.0,1010,11244,1.0,0,0,4,7,1010,0,1947,0,98155,47.7467,-122.321,1220,11242 +7899800915,20150209T000000,216000.0,2,1.0,710,5120,1.0,0,0,3,6,710,0,1918,0,98106,47.5224,-122.357,1150,1252 +164000271,20140905T000000,340000.0,3,1.0,980,7228,1.5,0,0,3,7,980,0,1946,0,98133,47.7294,-122.353,1070,7228 +7010700976,20141114T000000,505000.0,3,1.0,1100,5400,1.5,0,0,3,7,1100,0,1908,0,98199,47.6604,-122.396,1770,4400 +6699300330,20150513T000000,372000.0,5,2.5,2840,6010,2.0,0,0,3,8,2840,0,2003,0,98001,47.3161,-122.27,2740,5509 +8732020770,20140904T000000,263850.0,4,2.25,2300,7524,2.0,0,0,4,8,2300,0,1978,0,98023,47.313,-122.388,2270,8025 +1795800040,20140903T000000,1350000.0,4,3.25,5370,20388,2.0,0,4,4,11,5370,0,1990,0,98198,47.405,-122.331,2770,22270 +5104450720,20141119T000000,325000.0,4,2.5,2280,9899,2.0,0,0,3,8,2280,0,1987,0,98058,47.461,-122.148,1970,9451 +2113200065,20141027T000000,289000.0,2,1.0,1010,7740,1.0,0,0,3,6,890,120,1924,0,98106,47.5323,-122.355,1030,6000 +4027700799,20150226T000000,364000.0,3,2.25,1420,6600,1.0,0,0,3,7,1160,260,1987,0,98028,47.77,-122.265,1920,7902 +3902310210,20140822T000000,610000.0,4,2.5,2100,8800,1.0,0,0,5,8,1250,850,1980,0,98033,47.6909,-122.186,2100,9000 +9283800230,20140625T000000,531500.0,4,2.75,3110,49765,1.0,0,0,4,8,3110,0,1958,1972,98010,47.3343,-122.044,1880,19709 +114100234,20150430T000000,402500.0,3,2.25,2160,9540,2.0,0,0,3,8,2160,0,1979,0,98028,47.7668,-122.243,1720,12593 +7625703065,20140604T000000,375000.0,2,1.0,820,6250,1.0,0,0,4,5,820,0,1922,0,98136,47.5479,-122.384,1300,6250 +427000065,20150126T000000,537500.0,5,2.5,4340,9108,1.0,0,0,5,8,2170,2170,1979,0,98118,47.5384,-122.276,2030,6812 +7844200040,20140731T000000,375000.0,3,1.75,2100,9066,1.0,0,0,3,8,1440,660,1962,0,98188,47.4294,-122.292,2000,9132 +9315300230,20140820T000000,293550.0,4,1.75,1250,8840,1.0,0,0,4,7,910,340,1979,0,98198,47.4138,-122.317,1410,8378 +1774200230,20150120T000000,585000.0,6,3.0,3870,43787,2.0,0,0,3,8,2700,1170,1976,0,98077,47.7642,-122.098,2600,35381 +2781250530,20140812T000000,225000.0,2,2.5,1360,2693,2.0,0,0,3,6,1360,0,2003,0,98038,47.3492,-122.025,1360,2693 +7796600085,20150108T000000,185000.0,4,1.0,1400,8684,1.5,0,0,3,7,1400,0,1957,0,98146,47.4887,-122.344,1520,8712 +3205400150,20140617T000000,402000.0,3,1.5,1450,7375,1.0,0,0,3,7,1010,440,1968,0,98034,47.7212,-122.179,1350,7440 +2207200455,20150409T000000,585000.0,5,1.75,1880,16617,1.0,0,0,3,7,960,920,1963,0,98007,47.6003,-122.132,1720,8400 +9523100458,20140617T000000,549000.0,2,2.5,1380,953,3.0,0,0,3,9,1380,0,2006,0,98103,47.6654,-122.355,1430,3400 +5035300325,20150414T000000,1810000.0,3,2.25,2910,15626,1.5,0,0,4,9,2510,400,1923,0,98199,47.6534,-122.412,2370,6519 +3840700593,20150406T000000,345000.0,3,1.75,1380,10529,1.0,0,0,3,7,1380,0,1967,0,98034,47.7119,-122.233,1670,5694 +1683800120,20141117T000000,302500.0,3,2.25,3100,11985,1.0,0,0,4,7,1790,1310,1963,0,98198,47.3825,-122.31,1770,7954 +2722059183,20141014T000000,218500.0,4,1.75,1400,25500,1.0,0,0,4,7,1400,0,1964,0,98042,47.36,-122.164,2170,25500 +4083305870,20141001T000000,705000.0,2,2.0,1650,6840,1.5,0,0,5,7,1650,0,1916,0,98103,47.6512,-122.338,1700,4560 +8651400730,20150428T000000,191000.0,3,1.0,840,5525,1.0,0,0,5,6,840,0,1969,0,98042,47.3607,-122.085,920,5330 +7302000120,20140610T000000,695000.0,3,2.5,2550,45254,2.0,0,0,3,9,2550,0,2001,0,98053,47.6498,-121.964,2190,49222 +797000258,20150402T000000,350000.0,2,2.75,2820,11770,2.0,0,0,3,7,1630,1190,1947,0,98168,47.5102,-122.324,1690,12500 +9100000040,20140807T000000,480000.0,3,1.75,1710,4080,1.0,0,0,4,7,1130,580,1979,0,98136,47.5563,-122.392,1200,4080 +8651441520,20150302T000000,220000.0,3,1.0,820,5200,1.0,0,0,4,6,820,0,1977,0,98042,47.363,-122.094,1120,5200 +6843310120,20141029T000000,535000.0,4,2.25,2620,33578,2.0,0,0,3,7,2620,0,1977,0,98075,47.5921,-122.013,2520,35160 +3585900150,20140519T000000,1000000.0,2,1.75,2430,23400,1.0,0,4,3,10,2430,0,1951,0,98177,47.7616,-122.372,3150,23600 +9144100206,20141125T000000,592000.0,3,1.75,1560,7424,1.0,0,0,5,8,1560,0,1940,0,98117,47.6981,-122.374,1370,7424 +2871000360,20141124T000000,775000.0,4,2.5,3060,6826,2.0,0,0,3,9,3060,0,2004,0,98052,47.7006,-122.112,3110,6932 +4307330120,20140917T000000,320000.0,3,2.5,1680,4584,2.0,0,0,3,7,1680,0,2003,0,98056,47.4794,-122.182,2160,4621 +6117900120,20150317T000000,760000.0,3,3.25,3320,15022,2.0,0,0,3,10,3320,0,1989,0,98166,47.429,-122.341,3430,15018 +1939120540,20140722T000000,640000.0,3,2.5,2390,8315,2.0,0,0,4,9,2390,0,1990,0,98074,47.6271,-122.028,2370,7816 +421000455,20150502T000000,253200.0,3,1.0,1360,5840,1.0,0,0,4,5,1360,0,1953,0,98056,47.4945,-122.166,1250,6708 +6600790210,20140716T000000,228000.0,2,1.0,1800,9236,1.0,0,0,3,7,1800,0,1954,0,98030,47.3792,-122.198,1730,5701 +1771000540,20141104T000000,325000.0,3,1.0,1160,9525,1.0,0,0,4,7,1160,0,1968,0,98077,47.7431,-122.073,1160,10640 +5561300730,20140605T000000,530000.0,4,3.25,4160,35654,2.0,0,0,3,8,2760,1400,1973,0,98027,47.4683,-122.008,2500,35675 +9542830210,20150211T000000,300000.0,4,2.25,1660,3200,2.0,0,0,3,7,1660,0,2011,0,98038,47.3666,-122.019,1960,3558 +263000155,20140505T000000,418000.0,3,2.0,1410,6030,1.5,0,0,4,7,1410,0,1930,0,98103,47.6994,-122.347,1410,6300 +4058801575,20141217T000000,415000.0,4,1.75,2230,9625,1.0,0,4,3,8,1180,1050,1955,0,98178,47.508,-122.244,2300,8211 +7852150120,20140520T000000,384000.0,3,2.5,1700,4000,2.0,0,0,3,7,1700,0,2003,0,98065,47.5327,-121.871,1700,4417 +2095500040,20140613T000000,325000.0,3,2.5,2070,8337,2.0,0,0,3,8,2070,0,1997,0,98030,47.3658,-122.176,2030,7248 +8832900120,20141222T000000,600000.0,3,1.75,2300,12682,1.0,0,2,3,8,2300,0,1955,0,98028,47.7588,-122.27,2720,14643 +9542850580,20141010T000000,760000.0,4,2.25,3040,9690,1.0,0,0,4,9,1940,1100,1978,0,98005,47.5923,-122.169,2430,9690 +3530430155,20140530T000000,168000.0,2,1.5,1220,3568,1.5,0,0,4,8,1220,0,1976,0,98198,47.3804,-122.318,1180,3678 +2225039081,20141020T000000,405000.0,3,1.0,960,3960,1.0,0,0,3,7,960,0,1943,0,98199,47.6465,-122.404,1550,6050 +7923300230,20150504T000000,479000.0,3,1.0,1480,10094,1.0,0,0,4,7,1480,0,1956,0,98007,47.5942,-122.136,1430,10083 +8021701115,20140826T000000,549000.0,3,2.0,1560,5130,1.0,0,0,5,7,1150,410,1915,0,98103,47.6913,-122.333,1560,4500 +5515600087,20141209T000000,215000.0,3,1.5,1100,33600,1.0,0,0,3,7,1100,0,1967,0,98001,47.3185,-122.29,1570,32700 +952006680,20150129T000000,550000.0,2,1.5,900,5750,1.0,0,2,3,7,900,0,1940,0,98116,47.5623,-122.384,1300,1413 +6411600043,20140702T000000,389000.0,4,1.75,2400,7700,1.5,0,0,4,7,1500,900,1927,0,98133,47.7125,-122.332,1530,7700 +1523089266,20140722T000000,447500.0,3,2.5,2320,15024,2.0,0,0,3,8,2320,0,1990,0,98045,47.4829,-121.766,2300,15145 +866400040,20141013T000000,540000.0,5,3.0,2570,5590,1.0,0,0,3,8,1580,990,2009,0,98034,47.7271,-122.228,2020,10500 +8092500150,20150428T000000,273500.0,4,2.75,1300,9638,1.0,0,0,2,7,1300,0,1983,0,98042,47.3683,-122.109,1670,9638 +5637200450,20141017T000000,257000.0,5,2.75,2930,10148,2.0,0,0,3,9,2930,0,2002,0,98059,47.4887,-122.145,2930,8425 +5126400230,20140524T000000,199000.0,2,1.0,720,7200,1.0,0,0,5,6,720,0,1943,0,98058,47.4763,-122.177,970,8027 +7137950720,20150304T000000,339100.0,4,2.5,2350,10655,2.0,0,0,3,8,2350,0,1992,0,98092,47.3284,-122.171,2210,7028 +1473120230,20141223T000000,435000.0,4,2.5,2940,7590,2.0,0,0,3,9,2940,0,1991,0,98058,47.4341,-122.16,2550,8360 +1604600085,20140711T000000,400000.0,3,2.5,2020,3000,1.0,0,0,4,6,1010,1010,1910,0,98118,47.5621,-122.291,1670,3000 +123079023,20141124T000000,356000.0,2,1.0,1430,365904,1.0,0,0,3,7,1010,420,1991,0,98065,47.513,-121.857,2300,253519 +705000120,20150406T000000,395000.0,3,1.0,950,6951,1.0,0,0,4,7,950,0,1950,0,98125,47.7263,-122.3,1410,7200 +1930300410,20150304T000000,575000.0,2,1.0,1250,4320,1.0,0,0,4,7,850,400,1911,0,98103,47.6549,-122.352,1520,4320 +9393700065,20150423T000000,515000.0,3,1.75,1300,5120,1.5,0,0,4,6,1300,0,1925,0,98116,47.5589,-122.394,1090,5124 +6814600355,20140619T000000,618250.0,4,3.25,2520,3360,1.5,0,0,4,8,1550,970,1931,0,98115,47.6801,-122.315,1730,3360 +9477100620,20150219T000000,245000.0,3,1.5,1330,7125,2.0,0,0,3,7,1330,0,1968,0,98034,47.7308,-122.194,1570,7350 +6788203060,20141010T000000,690000.0,3,2.75,2480,3240,1.5,0,0,3,9,1890,590,1929,0,98112,47.6399,-122.311,2160,3240 +5706200360,20141106T000000,465000.0,5,2.25,3020,10010,1.0,0,0,3,7,1510,1510,1959,0,98027,47.5249,-122.044,1760,10878 +8732130730,20141120T000000,280000.0,3,1.75,1770,8240,1.0,0,0,4,7,1240,530,1978,0,98023,47.3066,-122.378,2060,8250 +4202400395,20150316T000000,285000.0,3,1.75,1930,6533,1.0,0,0,3,7,1230,700,1960,0,98055,47.4883,-122.221,2030,5954 +705700210,20150316T000000,320000.0,3,2.25,1650,7047,2.0,0,0,3,7,1650,0,1994,0,98038,47.3826,-122.027,2010,7763 +2817100040,20150213T000000,355000.0,4,3.0,2580,9601,2.0,0,0,4,7,2130,450,1992,0,98070,47.3726,-122.433,1900,10092 +686300880,20150427T000000,670000.0,3,2.0,2570,10078,1.5,0,0,3,8,2570,0,1965,0,98008,47.6275,-122.12,2660,8013 +8122100355,20140924T000000,550000.0,1,1.0,2880,7560,1.0,0,0,3,7,1440,1440,1925,2014,98126,47.537,-122.375,1400,5040 +3797000145,20141015T000000,765000.0,4,2.75,2660,4500,1.5,0,0,5,8,1860,800,1909,0,98103,47.6864,-122.347,1830,4000 +1704900180,20141030T000000,430000.0,3,1.0,1560,5225,1.5,0,0,3,7,1260,300,1927,0,98118,47.5554,-122.279,1560,5322 +9241900150,20140827T000000,950000.0,3,2.5,3080,8448,2.0,0,2,3,9,3080,0,2000,0,98199,47.6469,-122.389,2500,6400 +5249803185,20141015T000000,525000.0,4,1.75,2540,7200,1.0,0,0,4,7,1270,1270,1947,0,98118,47.5579,-122.271,1650,7200 +1598600209,20141020T000000,300000.0,6,2.5,3080,8163,1.0,0,0,3,7,1580,1500,1985,0,98030,47.3859,-122.221,1850,8658 +3260810580,20150417T000000,345000.0,3,2.75,2190,7258,2.0,0,0,3,8,2190,0,2000,0,98003,47.3486,-122.301,2190,8645 +2423059060,20150420T000000,838000.0,3,3.75,2930,150945,2.0,0,0,3,8,2930,0,1972,2000,98058,47.4658,-122.115,2070,43935 +5461300150,20141211T000000,1795000.0,5,2.75,2880,20274,1.0,0,3,4,9,1660,1220,1959,0,98004,47.6267,-122.222,3750,20220 +3422059010,20150327T000000,390000.0,3,1.75,2160,98445,2.0,0,0,3,8,2160,0,1978,0,98042,47.35,-122.162,2004,44431 +6795100330,20140625T000000,1150000.0,3,2.0,2110,18815,2.0,0,0,5,7,2110,0,1979,0,98075,47.5836,-122.042,2690,21010 +1776420150,20140723T000000,295000.0,4,2.25,1830,5720,2.0,0,0,3,7,1830,0,2003,0,98030,47.3604,-122.179,1960,5754 +3735900770,20141017T000000,775000.0,4,4.0,3180,7650,2.0,0,0,3,8,2530,650,1920,0,98115,47.6887,-122.319,2000,4080 +4123840210,20150318T000000,380000.0,3,2.5,1880,6047,2.0,0,0,3,8,1880,0,1993,0,98038,47.3722,-122.044,2120,7188 +5076700145,20150427T000000,550000.0,3,1.0,1140,8180,1.0,0,0,3,7,1140,0,1959,0,98005,47.5851,-122.172,1510,8588 +2482500040,20140717T000000,199900.0,5,1.75,1798,11232,1.0,0,0,3,7,1798,0,1967,0,98001,47.3266,-122.291,1300,15582 +2589300065,20140916T000000,329900.0,3,1.75,1670,5209,1.5,0,0,5,7,1670,0,1908,0,98118,47.5362,-122.271,1990,4960 +2332700081,20140901T000000,898000.0,3,2.25,2580,11060,1.0,0,0,3,8,2580,0,1964,0,98005,47.6113,-122.164,2580,13868 +9201000610,20140603T000000,875000.0,4,2.25,3720,12384,1.0,0,2,5,8,1860,1860,1970,0,98075,47.5836,-122.074,3180,15541 +2822049254,20140516T000000,375000.0,4,2.5,2790,7956,2.0,0,0,3,9,2790,0,2005,0,98198,47.3681,-122.31,1660,8192 +2310110120,20140808T000000,365000.0,3,2.5,2190,5091,2.0,0,0,3,8,2190,0,2004,0,98038,47.3506,-122.039,2200,5948 +2887700995,20140508T000000,530000.0,4,2.75,2280,2850,1.5,0,0,4,7,1540,740,1930,0,98115,47.6871,-122.307,1680,3800 +8651410120,20150318T000000,225500.0,3,1.0,1100,5200,1.0,0,0,4,6,1100,0,1969,0,98042,47.3643,-122.081,920,5200 +7399000580,20141117T000000,318000.0,4,2.25,2180,7000,1.0,0,0,3,8,1680,500,1969,0,98055,47.4651,-122.192,2000,8000 +7524950210,20150401T000000,910000.0,4,2.5,2770,9798,2.0,0,0,4,9,2770,0,1986,0,98027,47.562,-122.081,3040,11100 +1021049057,20141008T000000,207000.0,3,1.0,1980,18730,1.0,0,0,4,7,1280,700,1943,0,98001,47.3221,-122.282,1356,9450 +824059042,20140530T000000,1886700.0,5,3.5,4180,17935,2.0,0,0,3,11,4180,0,2004,0,98004,47.5873,-122.202,2950,13760 +7525410120,20140905T000000,624500.0,6,3.0,3030,31920,1.0,0,0,4,8,1670,1360,1980,0,98075,47.575,-122.033,2890,35100 +2770600841,20140604T000000,640000.0,3,2.5,1690,1553,2.5,0,0,3,8,1690,0,2007,0,98199,47.6443,-122.385,1910,1553 +2423069164,20150410T000000,500000.0,3,2.0,1990,65340,2.0,0,0,3,8,1990,0,1986,0,98027,47.4726,-121.99,2120,59241 +3876000120,20150304T000000,390000.0,5,1.75,2250,8970,1.0,0,0,4,7,1500,750,1966,0,98034,47.7217,-122.188,1940,8710 +3705000120,20140729T000000,284000.0,3,2.25,2080,2050,1.5,0,0,3,7,1550,530,2003,0,98042,47.4199,-122.157,2080,2275 +323069158,20140626T000000,620000.0,3,2.0,2460,41343,1.0,0,0,4,8,2460,0,1988,0,98027,47.5142,-122.021,2500,53885 +6669240230,20150317T000000,306000.0,3,2.5,2588,5702,2.0,0,0,3,8,2588,0,2008,0,98042,47.3453,-122.151,2403,5703 +7504400120,20140919T000000,495000.0,4,1.75,2570,12039,1.0,0,0,3,8,1910,660,1978,0,98074,47.626,-122.048,2200,12384 +1038000040,20140605T000000,499950.0,3,2.5,2370,12753,2.0,0,0,3,7,2370,0,2001,0,98019,47.7359,-121.984,2280,16808 +9238450330,20141110T000000,330000.0,3,1.0,1070,10563,1.0,0,0,3,7,1070,0,1969,0,98072,47.7687,-122.166,1840,9638 +1982200330,20140513T000000,665000.0,3,2.0,1940,5820,1.5,0,0,5,7,1150,790,1944,0,98107,47.6638,-122.362,990,3880 +1732800175,20140630T000000,850000.0,3,2.5,2650,2387,2.0,0,0,3,8,1830,820,1920,0,98119,47.6315,-122.362,1870,2216 +8078350220,20140911T000000,599950.0,4,2.5,2290,6318,2.0,0,0,4,8,2290,0,1988,0,98029,47.57,-122.02,2150,7350 +3990200065,20141022T000000,360000.0,4,2.5,2050,9143,2.0,0,0,3,8,2050,0,1992,0,98166,47.4597,-122.355,1510,9484 +3825311210,20140827T000000,699000.0,3,2.5,2680,5497,2.0,0,0,3,9,2680,0,2001,0,98052,47.7043,-122.128,2780,5497 +1862400087,20150313T000000,475000.0,3,1.75,1520,8100,1.0,0,0,5,6,760,760,1945,0,98117,47.6966,-122.375,1040,8100 +3522029124,20141203T000000,575000.0,3,2.0,2690,435600,2.0,0,0,3,8,2690,0,1992,0,98070,47.3477,-122.519,1700,163350 +1250200418,20140527T000000,345000.0,2,1.5,1180,844,2.0,0,0,3,7,990,190,2005,0,98144,47.5998,-122.3,1170,1400 +7967900150,20150430T000000,367950.0,4,2.5,3030,9500,2.0,0,0,3,8,3030,0,1989,0,98001,47.3511,-122.287,2650,9500 +5631501073,20140625T000000,374500.0,3,2.25,1400,11400,2.0,0,0,3,8,1400,0,1984,0,98028,47.7428,-122.231,2180,9248 +2826049197,20140804T000000,607500.0,4,2.5,3000,8100,2.0,0,0,3,8,3000,0,1992,0,98125,47.7151,-122.305,1550,8100 +1775920210,20140530T000000,374000.0,3,1.0,1200,9800,1.0,0,0,4,7,1200,0,1971,0,98072,47.7412,-122.109,1220,10220 +5272200035,20140903T000000,390000.0,3,1.0,1000,6947,1.0,0,0,3,7,1000,0,1947,0,98125,47.7142,-122.319,1000,6947 +9525100040,20150407T000000,705000.0,4,3.25,2740,5339,2.5,0,0,3,9,2740,0,2004,0,98103,47.6706,-122.356,1770,4820 +7853221010,20141029T000000,467000.0,3,2.5,1990,4978,2.0,0,0,3,8,1990,0,2004,0,98065,47.5323,-121.856,2650,6816 +2500600297,20140814T000000,243500.0,3,3.0,2110,7794,1.0,0,0,3,6,2110,0,1981,0,98198,47.4005,-122.293,1330,10044 +8562791010,20140707T000000,593000.0,3,2.75,1830,1850,2.0,0,0,3,10,1690,140,2011,0,98027,47.5307,-122.074,2310,2680 +3550800040,20141114T000000,223000.0,3,1.0,940,7980,1.0,0,0,3,6,940,0,1961,0,98146,47.5107,-122.345,1050,7980 +8857640210,20150420T000000,574000.0,4,2.5,2980,10179,2.0,0,2,3,9,2980,0,2003,0,98038,47.3895,-122.033,2980,8828 +8898700120,20140604T000000,400000.0,3,2.0,2260,11305,1.0,0,0,3,7,1130,1130,1986,0,98055,47.4544,-122.204,2080,10248 +1242700035,20141103T000000,772000.0,4,2.75,3470,70131,1.0,0,0,4,8,1750,1720,1962,0,98005,47.6339,-122.18,2950,43560 +7200001005,20150501T000000,593777.0,3,1.75,1510,10450,1.0,0,0,4,7,1510,0,1964,0,98052,47.684,-122.113,1310,9450 +4174600072,20141223T000000,539500.0,4,3.5,2710,5722,2.0,0,0,4,8,2040,670,1997,0,98108,47.5591,-122.302,2500,5722 +3630060150,20150401T000000,550000.0,3,2.5,2080,2625,2.0,0,0,3,8,2080,0,2006,0,98029,47.5469,-121.997,1760,2772 +3348401490,20140630T000000,265000.0,2,2.0,1860,10856,1.0,0,0,3,8,1260,600,1952,0,98178,47.4989,-122.265,1250,10008 +7214810150,20141002T000000,428000.0,3,1.75,2120,9350,1.0,0,0,3,7,1280,840,1979,0,98072,47.7562,-122.145,2200,9000 +1566100450,20150428T000000,505000.0,3,2.0,1110,8375,1.0,0,0,5,7,1110,0,1951,0,98115,47.6978,-122.297,1410,7734 +7851990120,20140701T000000,925000.0,5,5.5,5190,12637,2.0,0,2,3,11,5190,0,2001,0,98065,47.5424,-121.872,3840,12637 +8937500040,20150102T000000,230000.0,3,1.75,1520,15344,1.0,0,0,3,8,1520,0,1968,0,98023,47.3308,-122.365,2270,14981 +1149600120,20140820T000000,695000.0,4,2.5,2650,9990,2.0,0,0,3,10,2650,0,1990,0,98029,47.5605,-122.016,2710,8012 +7853240040,20150414T000000,700000.0,4,2.75,3350,7857,2.0,0,2,3,9,3350,0,2004,0,98065,47.5398,-121.859,3870,7886 +7517500085,20150425T000000,712500.0,3,1.75,1770,2800,1.5,0,0,3,7,1770,0,1914,0,98103,47.6631,-122.357,1630,3254 +9527310180,20150403T000000,480000.0,3,2.5,2200,4692,2.0,0,0,3,8,2200,0,2005,0,98011,47.7761,-122.169,2440,3833 +3558900580,20140922T000000,470000.0,3,2.5,2000,8424,1.0,0,0,4,7,1300,700,1968,0,98034,47.7089,-122.201,2110,8400 +4046500180,20140724T000000,335000.0,3,1.75,1730,15003,1.0,0,0,3,7,1150,580,1980,0,98014,47.6923,-121.92,1900,15483 +6386300120,20150417T000000,270000.0,3,1.5,1300,7907,1.0,0,0,3,7,900,400,1970,0,98030,47.3737,-122.224,1630,7600 +3395350210,20150324T000000,810000.0,5,3.25,2950,67475,1.0,0,0,3,8,2530,420,1981,2004,98072,47.7233,-122.117,2620,39820 +9578080040,20140812T000000,589000.0,3,3.0,1720,954,3.0,0,0,3,8,1460,260,2006,0,98119,47.648,-122.358,1720,1294 +5683500085,20140926T000000,415000.0,2,1.0,880,4558,1.0,0,0,3,7,880,0,1951,0,98115,47.6803,-122.287,1370,5243 +8645500360,20150311T000000,197000.0,4,2.25,1790,13200,1.0,0,0,3,7,1220,570,1979,0,98058,47.4672,-122.185,1740,8950 +4222310220,20140825T000000,235500.0,3,1.5,1380,7600,1.0,0,0,4,7,790,590,1971,0,98003,47.3489,-122.306,1570,7904 +2394600157,20150407T000000,460000.0,3,2.25,1530,1840,2.0,0,0,3,8,1240,290,2008,0,98144,47.587,-122.301,1800,3431 +9238900085,20141029T000000,572500.0,5,1.75,2330,4947,1.0,0,0,4,8,1380,950,1955,0,98136,47.5352,-122.392,2120,5605 +2739200040,20140924T000000,302000.0,5,2.0,1540,9629,1.0,0,0,4,7,1540,0,1960,0,98059,47.4915,-122.143,2260,9600 +3893100456,20140813T000000,870000.0,3,2.5,3210,8630,2.0,0,0,4,10,2530,680,1990,0,98033,47.6939,-122.189,2630,8630 +1370803940,20141007T000000,485000.0,3,1.0,1130,5758,1.0,0,0,3,7,960,170,1939,0,98199,47.6413,-122.401,1510,6000 +4222200120,20150205T000000,240000.0,3,2.0,1460,7526,1.0,0,0,3,7,1460,0,1968,0,98003,47.3463,-122.304,1580,7526 +9477000120,20141022T000000,383000.0,3,1.75,1410,7215,1.0,0,0,3,7,1410,0,1967,0,98034,47.7343,-122.193,1550,7600 +7228501065,20140626T000000,750000.0,4,2.75,1750,5080,1.5,0,0,3,8,1750,0,1903,0,98122,47.6143,-122.305,1700,4572 +9266701085,20140603T000000,409950.0,2,1.75,1370,5125,1.0,0,0,5,6,1370,0,1944,0,98103,47.6926,-122.346,1200,5100 +985001082,20140521T000000,246000.0,3,1.5,1780,23819,1.0,0,0,3,7,1780,0,1953,0,98168,47.4912,-122.312,1130,14450 +8815400410,20150403T000000,860000.0,4,1.75,1890,4500,2.0,0,0,5,7,1490,400,1937,0,98115,47.6751,-122.289,1890,5000 +2459500210,20140507T000000,339950.0,3,2.25,1630,12295,2.0,0,0,4,7,1630,0,1985,0,98058,47.4279,-122.161,1730,9948 +1219000043,20140509T000000,315000.0,5,1.75,2320,8100,1.0,0,0,4,7,1160,1160,1956,0,98166,47.4631,-122.341,1410,7271 +4379400580,20140813T000000,698000.0,3,2.5,2580,4636,2.0,0,0,3,9,2580,0,2006,0,98074,47.6201,-122.025,2480,4500 +2159900120,20140822T000000,419000.0,2,2.5,1470,2034,2.0,0,0,4,8,1470,0,1985,0,98007,47.6213,-122.153,1510,2055 +1243100191,20150122T000000,372000.0,3,1.0,2298,10140,1.0,0,0,3,7,2298,0,1969,0,98052,47.6909,-122.083,2580,24724 +7852150530,20140911T000000,425000.0,3,2.5,1960,4709,2.0,0,0,3,7,1960,0,2003,0,98065,47.5322,-121.871,1700,4444 +7508700085,20140724T000000,386500.0,3,2.25,2950,8036,1.5,0,0,3,8,1950,1000,1963,0,98125,47.7239,-122.313,2060,7200 +8820903370,20141117T000000,348000.0,2,1.0,670,7312,1.0,0,0,3,5,670,0,1942,0,98125,47.7145,-122.285,860,8242 +1923000150,20150424T000000,754000.0,5,3.5,3020,15305,2.0,0,0,3,10,2230,790,1978,0,98040,47.5627,-122.216,3680,14486 +3920900220,20141215T000000,269950.0,4,3.0,2390,7309,2.0,0,0,4,7,2390,0,1944,1981,98002,47.294,-122.218,930,7308 +8835700330,20141211T000000,891500.0,3,2.5,3090,20785,2.0,0,0,4,10,3090,0,1991,0,98075,47.5602,-122.03,3400,7566 +7338402160,20141009T000000,349950.0,4,1.75,1780,5000,1.0,0,0,5,7,890,890,1903,0,98108,47.5329,-122.292,1860,5000 +3223059141,20140509T000000,360000.0,2,1.0,1420,81892,1.0,0,0,3,7,1180,240,1956,0,98055,47.4342,-122.195,1490,1863 +524059052,20141209T000000,975000.0,4,2.25,2420,15482,2.0,0,0,4,8,2420,0,1925,1997,98004,47.5907,-122.196,2870,13905 +6145600865,20140505T000000,449250.0,4,2.0,1480,3844,1.5,0,0,5,7,1480,0,1928,0,98133,47.7042,-122.352,1480,3844 +2325400330,20141201T000000,350000.0,4,2.25,2190,3850,2.0,0,0,3,7,2190,0,2006,0,98059,47.4854,-122.16,1900,3850 +9530100085,20150401T000000,790000.0,4,1.75,1820,6137,1.5,0,3,4,7,1690,130,1911,0,98107,47.6681,-122.36,2130,5100 +3024059044,20140909T000000,990000.0,3,1.75,1810,24586,1.0,0,4,4,9,930,880,1983,0,98040,47.5314,-122.222,3540,14200 +5015000596,20141201T000000,834000.0,3,2.25,2550,4089,2.0,0,0,3,9,2550,0,1983,0,98112,47.6272,-122.297,1680,4089 +4443801285,20140814T000000,466950.0,3,1.0,1360,3880,1.0,0,0,3,7,1060,300,1963,0,98117,47.6837,-122.391,1110,3880 +3751606606,20140717T000000,262500.0,3,1.75,2259,26831,1.5,0,3,5,7,1491,768,1908,0,98001,47.2741,-122.266,1980,15794 +1829300210,20140506T000000,762300.0,4,2.5,3880,14550,2.0,0,0,3,10,3880,0,1987,0,98074,47.6378,-122.04,3240,14045 +2767601085,20150126T000000,733000.0,6,2.75,2730,5000,1.0,0,0,3,8,1780,950,1962,0,98107,47.6751,-122.38,2090,5000 +8832900155,20150414T000000,439000.0,4,2.5,2800,17279,1.0,0,2,3,7,1560,1240,1957,0,98028,47.7596,-122.269,3060,13423 +8805900065,20141112T000000,1160000.0,5,3.25,4290,7019,2.5,0,0,4,10,3590,700,1927,0,98112,47.6439,-122.302,1920,4000 +8635760040,20141008T000000,420000.0,3,2.5,1770,3993,2.0,0,0,3,8,1770,0,1999,0,98074,47.6027,-122.02,1820,4046 +8651540040,20140718T000000,549000.0,3,2.25,1920,10961,2.0,0,0,3,8,1920,0,1981,0,98074,47.6432,-122.057,2000,10706 +9818700455,20140826T000000,518000.0,4,2.5,2320,4000,1.5,0,0,5,8,1510,810,1905,0,98122,47.6048,-122.298,1490,4500 +924069210,20140603T000000,695000.0,4,2.5,2961,12146,2.0,0,0,3,9,2961,0,1998,0,98075,47.5839,-122.052,2620,17749 +1954430180,20150105T000000,485000.0,3,2.5,1680,7385,2.0,0,0,3,8,1680,0,1988,0,98074,47.6194,-122.041,1970,7470 +5111400081,20140603T000000,280000.0,3,1.75,1590,27200,1.5,0,0,4,6,1590,0,1926,0,98038,47.4238,-122.052,1820,74052 +5559200065,20150507T000000,306500.0,2,1.0,1420,16400,1.5,0,0,4,6,1420,0,1943,0,98023,47.3221,-122.344,1900,16400 +1266200120,20150321T000000,720000.0,2,1.0,1370,9460,1.0,0,0,3,6,1370,0,1950,0,98004,47.6238,-122.191,1690,9930 +8141310180,20141118T000000,277500.0,3,2.5,2620,4558,2.0,0,3,3,7,2620,0,2010,0,98022,47.1944,-121.974,1670,4558 +6102400166,20140905T000000,649000.0,3,2.0,1810,17006,2.0,1,4,3,8,1810,0,1913,1987,98166,47.4663,-122.369,2180,24911 +3126059023,20150303T000000,3395000.0,4,3.5,4730,47870,1.0,1,4,3,10,2940,1790,1954,0,98033,47.6967,-122.216,3250,49346 +408100150,20140514T000000,267800.0,2,1.0,700,6000,1.0,0,0,4,6,700,0,1949,0,98155,47.7515,-122.316,920,6000 +3905081520,20150325T000000,625000.0,4,2.75,2390,6979,2.0,0,0,3,8,2390,0,1993,0,98029,47.5703,-121.996,2090,6321 +9324800220,20140917T000000,600000.0,4,2.5,2070,8127,1.5,0,0,3,9,1590,480,1924,2003,98125,47.7316,-122.289,2050,8131 +3996900555,20141017T000000,395000.0,4,2.0,1780,8149,1.5,0,0,4,7,1780,0,1948,0,98155,47.745,-122.302,1180,8149 +9456200450,20150427T000000,212000.0,4,2.5,1900,21780,1.5,0,0,3,7,1900,0,1940,1987,98198,47.3776,-122.314,1240,9166 +9165100330,20141212T000000,425000.0,2,1.0,1040,4040,1.0,0,0,3,7,940,100,1928,0,98117,47.6829,-122.393,1420,4040 +2877103615,20150511T000000,870000.0,4,1.75,2370,5000,1.5,0,2,3,8,1770,600,1919,0,98103,47.6779,-122.357,2100,4550 +7853210210,20150325T000000,420000.0,3,2.5,1970,3667,2.0,0,0,3,7,1970,0,2004,0,98065,47.5321,-121.851,1970,3739 +7524950540,20150403T000000,800000.0,4,2.25,2120,9921,2.0,0,0,3,8,2120,0,1981,0,98027,47.5593,-122.082,1890,7845 +200500410,20150506T000000,575000.0,3,2.5,1960,9535,2.0,0,0,3,8,1960,0,1989,0,98011,47.7371,-122.215,2520,9206 +9103000365,20140620T000000,915000.0,3,3.25,2660,4000,2.0,0,0,3,9,2170,490,2003,0,98122,47.6186,-122.288,2660,4000 +6076500220,20140903T000000,400000.0,3,2.25,1180,14258,2.0,0,0,3,7,1180,0,1987,0,98034,47.7112,-122.238,1860,10390 +1818800144,20140502T000000,750000.0,3,2.5,2390,6550,1.0,0,2,4,8,1440,950,1955,0,98116,47.5714,-122.408,2010,6550 +2569600150,20141103T000000,235000.0,3,1.0,1250,7592,1.0,0,0,5,7,1250,0,1961,0,98042,47.3604,-122.111,1250,7592 +3448000344,20141112T000000,599950.0,5,3.0,2600,13674,1.0,0,0,5,8,1300,1300,1967,0,98125,47.7176,-122.302,2150,7800 +7170200085,20150327T000000,481203.0,2,1.0,940,3800,1.0,0,0,3,7,940,0,1929,0,98115,47.6798,-122.292,1680,3800 +4094800120,20140619T000000,1815000.0,5,3.0,3880,13000,2.0,0,0,3,10,3880,0,1972,2003,98040,47.5467,-122.234,3470,13701 +2591010180,20140709T000000,379000.0,3,2.5,1530,2913,2.0,0,0,4,7,1530,0,1986,0,98033,47.6939,-122.184,1370,3783 +3052701135,20140626T000000,626000.0,3,1.75,2430,5000,2.0,0,0,4,7,1760,670,1945,0,98117,47.6785,-122.372,1320,4062 +625049281,20140521T000000,535000.0,2,1.0,1030,4841,1.0,0,0,3,7,920,110,1939,0,98103,47.686,-122.341,1530,4944 +5427110040,20140609T000000,1225000.0,4,2.5,2740,16007,2.0,0,0,3,9,2740,0,1984,0,98039,47.6353,-122.229,2760,16008 +9528103443,20140724T000000,410000.0,2,1.5,1180,1034,2.0,0,0,3,7,1120,60,2001,0,98115,47.678,-122.322,1137,1034 +7855800730,20150210T000000,940000.0,4,2.5,3090,9238,1.0,0,3,4,8,1680,1410,1967,0,98006,47.5654,-122.163,2690,8500 +395300650,20140721T000000,326250.0,3,1.0,1060,9663,1.0,0,0,3,7,1060,0,1967,0,98034,47.7244,-122.226,1320,10162 +7812800995,20140905T000000,200000.0,2,1.0,790,5985,1.0,0,0,3,6,790,0,1944,0,98178,47.4941,-122.24,1030,5985 +9541600355,20140813T000000,880000.0,4,2.5,3070,8250,1.0,0,0,5,8,2100,970,1958,0,98005,47.5935,-122.172,2270,8800 +774100355,20141103T000000,370000.0,2,2.0,2100,58488,2.0,0,0,3,9,2100,0,2005,0,98014,47.72,-121.402,1440,59346 +2781280150,20140801T000000,190000.0,2,2.5,1100,1737,2.0,0,0,3,8,1100,0,2006,0,98055,47.4499,-122.189,1610,2563 +7338000150,20150129T000000,160000.0,2,1.0,1070,4200,1.0,0,0,4,6,1070,0,1983,0,98002,47.3336,-122.215,1150,4200 +6977000040,20140823T000000,625000.0,4,3.0,2190,12825,1.0,0,0,3,9,1520,670,1989,0,98034,47.7107,-122.229,3050,4673 +9558050230,20150507T000000,590000.0,4,3.5,3450,6873,2.0,0,0,3,10,2750,700,2004,0,98058,47.459,-122.118,3450,6873 +1241500155,20140805T000000,575000.0,3,2.5,2070,3599,2.0,0,0,3,8,2070,0,1999,0,98033,47.6679,-122.165,2070,6844 +9266700256,20141013T000000,470000.0,2,1.0,1190,5200,1.0,0,0,5,7,1190,0,1912,0,98103,47.6939,-122.348,1550,5100 +2354300456,20150311T000000,130000.0,2,1.0,600,1500,1.0,0,0,4,4,600,0,1900,0,98027,47.5289,-122.033,1130,6000 +7789000120,20150421T000000,229000.0,3,1.0,940,8400,1.0,0,0,3,7,940,0,1958,0,98056,47.5108,-122.165,1190,8400 +3210200395,20140822T000000,279900.0,3,1.0,1280,12928,1.5,0,0,3,6,1280,0,1942,0,98023,47.3215,-122.399,1610,19467 +8658303065,20140519T000000,307000.0,3,1.0,1370,7500,1.0,0,0,3,7,1370,0,1960,0,98014,47.6499,-121.915,1160,7500 +4046601010,20141023T000000,399950.0,3,1.75,2450,15001,1.0,0,0,3,7,1980,470,1989,0,98014,47.6957,-121.913,1790,15323 +526059183,20140801T000000,405000.0,4,2.25,1970,15743,1.0,0,0,3,7,1370,600,1962,0,98011,47.7673,-122.202,2390,11336 +5056500210,20141007T000000,539950.0,4,2.75,2910,9000,1.0,0,0,4,8,2130,780,1966,0,98006,47.544,-122.176,1970,9000 +6146600175,20141107T000000,129000.0,2,1.0,760,5240,1.0,0,0,3,6,760,0,1949,0,98032,47.388,-122.234,980,5080 +6057700120,20140917T000000,340000.0,3,1.75,1270,8422,1.0,0,0,3,7,1270,0,1967,0,98011,47.7601,-122.197,1470,8500 +8651442060,20140611T000000,214950.0,3,1.75,1570,4875,1.0,0,0,4,7,1310,260,1977,0,98042,47.3621,-122.094,1380,5200 +7129301445,20140625T000000,450000.0,4,2.75,2310,5650,1.0,0,2,3,8,1330,980,1952,2012,98118,47.513,-122.252,2300,5650 +7881500330,20150304T000000,515000.0,3,1.75,1900,5000,1.0,0,0,4,7,950,950,1925,0,98106,47.5677,-122.363,1420,5000 +1336800880,20140822T000000,1400000.0,4,2.25,3780,5160,2.0,0,0,4,9,2510,1270,1907,0,98112,47.6275,-122.308,2740,5160 +7147600220,20140626T000000,230000.0,3,1.0,1060,9946,1.0,0,0,4,7,1060,0,1956,0,98188,47.4432,-122.282,1310,10619 +2600030210,20140707T000000,681000.0,3,1.75,1880,10032,1.0,0,0,4,8,1880,0,1984,0,98006,47.5527,-122.16,2430,9732 +6303400150,20140929T000000,255000.0,3,1.0,1160,8636,1.0,0,0,3,6,1160,0,1923,0,98146,47.5097,-122.357,1300,8636 +9136103136,20150313T000000,580000.0,2,1.0,860,4013,1.0,0,0,3,7,860,0,1925,0,98103,47.6652,-122.338,1490,4013 +8898700880,20150317T000000,295000.0,2,2.0,1590,8000,1.0,0,0,3,7,910,680,1984,0,98055,47.459,-122.205,1590,8364 +4318200360,20140730T000000,286000.0,2,1.0,1170,6543,1.0,0,0,3,7,1170,0,1913,0,98136,47.537,-122.385,1550,7225 +6798100610,20150108T000000,425000.0,3,1.5,1190,8100,1.0,0,0,3,7,830,360,1947,0,98125,47.7146,-122.311,1256,8100 +7466900220,20141212T000000,170000.0,2,1.0,1300,11400,1.0,0,0,3,7,1300,0,1961,0,98003,47.3459,-122.299,1360,9750 +7435500085,20140528T000000,380000.0,3,2.0,1660,8281,1.0,0,0,3,7,1660,0,1949,0,98136,47.5568,-122.382,1660,7559 +7977200995,20150506T000000,506000.0,3,2.0,1160,6120,1.0,0,0,3,7,1160,0,1947,0,98115,47.6853,-122.293,1150,5100 +1862900360,20140922T000000,315000.0,3,2.5,1950,9618,2.0,0,0,3,7,1950,0,1992,0,98031,47.4068,-122.18,1890,7133 +7852040210,20140617T000000,449950.0,4,2.5,2470,3811,2.0,0,0,3,8,2470,0,1999,0,98065,47.5362,-121.877,2400,4266 +3343901961,20150331T000000,255000.0,3,1.0,1430,12420,1.0,0,0,3,7,1430,0,1964,0,98056,47.5116,-122.191,1900,10350 +3874010220,20140624T000000,289000.0,3,2.5,1970,9607,2.0,0,0,3,7,1090,880,1988,0,98001,47.3462,-122.286,2020,9608 +2724069103,20140828T000000,389000.0,3,1.75,1400,10018,1.0,0,0,4,7,1400,0,1962,0,98027,47.5327,-122.032,1350,9300 +1520069052,20140721T000000,327000.0,3,1.5,1510,344124,1.0,0,2,4,7,1510,0,1964,0,98022,47.2156,-122.029,1750,169884 +5316101075,20140926T000000,2885000.0,7,3.0,5350,14400,2.5,0,0,4,10,5020,330,1910,0,98112,47.6295,-122.285,3050,7469 +8113100150,20140714T000000,210000.0,3,1.0,920,6612,1.0,0,0,3,6,920,0,1948,0,98118,47.548,-122.284,1860,8424 +3459900230,20141125T000000,1680000.0,4,3.75,7620,29536,2.0,0,3,3,11,5980,1640,2005,0,98006,47.5571,-122.14,2840,20809 +3955900150,20141229T000000,360000.0,4,2.5,2490,4751,2.0,0,0,3,7,2490,0,2001,0,98056,47.4813,-122.188,2510,5233 +7701960210,20150427T000000,875000.0,4,2.5,3030,16000,2.0,0,0,3,11,3030,0,1990,0,98077,47.7125,-122.081,3670,16641 +686450210,20141104T000000,550000.0,4,2.25,1650,7200,1.0,0,0,3,8,1650,0,1967,0,98008,47.6384,-122.116,2180,7950 +3451000442,20140717T000000,257500.0,3,1.5,1210,12500,1.0,0,0,3,7,1210,0,1962,0,98146,47.503,-122.351,1210,12500 +5700003221,20141210T000000,1075000.0,4,2.75,2990,7389,1.5,0,0,4,8,2090,900,1923,0,98144,47.5711,-122.284,2510,6157 +8651402700,20141028T000000,202950.0,2,1.0,1060,5144,1.0,0,0,5,6,1060,0,1969,0,98042,47.3613,-122.088,1130,5200 +3526039101,20141030T000000,622000.0,4,1.75,2680,6120,1.0,0,0,5,8,1340,1340,1959,0,98117,47.6965,-122.393,2320,6840 +1136100072,20150213T000000,455000.0,4,1.75,1790,45738,1.0,0,0,3,8,1410,380,1976,0,98072,47.7453,-122.129,1870,47480 +2050100210,20141117T000000,805000.0,3,2.5,2690,17461,2.0,0,3,3,10,2690,0,1997,0,98074,47.654,-122.088,3610,16887 +9141100210,20140908T000000,257000.0,2,1.0,770,9497,1.0,0,0,3,6,770,0,1950,0,98133,47.7407,-122.351,1550,7532 +1153000150,20140625T000000,744500.0,5,2.5,2700,16570,1.0,0,0,4,8,1750,950,1967,0,98005,47.6144,-122.167,2570,11840 +1245000438,20150413T000000,885000.0,4,2.5,2620,9157,2.0,0,0,3,8,2620,0,1996,0,98033,47.6916,-122.203,2240,7405 +1498300775,20140624T000000,355000.0,2,2.25,930,747,2.0,0,0,3,8,630,300,2007,0,98144,47.5844,-122.316,940,6000 +4051100230,20140820T000000,240000.0,3,1.0,1340,7000,1.0,0,0,4,7,1340,0,1978,0,98042,47.3742,-122.149,1850,7904 +121039038,20140819T000000,169000.0,3,1.5,1470,18459,2.0,0,0,4,6,1470,0,1916,0,98023,47.3302,-122.36,1750,16074 +1523550220,20150328T000000,639900.0,3,2.5,2330,4160,2.0,0,0,4,8,2330,0,1992,0,98052,47.6367,-122.109,2940,4500 +1622059095,20140604T000000,292000.0,3,1.75,1730,11325,1.0,0,0,5,7,1730,0,1972,0,98031,47.3921,-122.182,2030,17859 +7853220210,20140922T000000,563500.0,4,2.5,2780,7838,2.0,0,3,3,9,2780,0,2004,0,98065,47.5312,-121.861,3160,7848 +8682291510,20150126T000000,389000.0,2,2.0,1200,7131,1.0,0,0,3,8,1200,0,2006,0,98053,47.7199,-122.022,1670,4601 +7397300220,20140529T000000,2750000.0,4,3.25,4430,21000,2.0,0,0,3,10,4430,0,1952,2007,98039,47.6398,-122.237,3930,20000 +3764500230,20140821T000000,661000.0,3,2.0,1820,4418,2.0,0,0,4,8,1820,0,1994,0,98033,47.6947,-122.19,1920,13402 +8682260870,20140912T000000,344000.0,2,2.0,1300,4659,1.0,0,0,3,8,1300,0,2005,0,98053,47.7132,-122.033,1640,4780 +369000365,20150422T000000,510000.0,1,1.0,680,6600,1.0,0,0,3,5,480,200,1916,0,98199,47.6567,-122.392,1170,5500 +9238901020,20140916T000000,289000.0,2,1.0,780,4132,1.0,0,0,3,7,780,0,1942,0,98136,47.5324,-122.387,1100,5100 +3343901641,20140827T000000,365000.0,3,2.25,2430,7614,1.5,0,0,3,8,1900,530,1979,0,98056,47.5065,-122.191,1720,11250 +3024079057,20140730T000000,410000.0,3,1.5,1750,32500,1.0,0,0,4,7,1750,0,1966,0,98027,47.5316,-121.959,1820,102801 +7518507330,20140724T000000,535610.0,3,1.0,1610,5100,1.5,0,0,5,7,1010,600,1901,0,98117,47.6765,-122.386,1270,5100 +2968801510,20141113T000000,397950.0,4,1.75,2120,7620,2.0,0,0,3,8,2120,0,1971,2002,98166,47.457,-122.346,1820,7620 +2822100175,20140827T000000,284000.0,3,1.75,1430,4850,1.0,0,0,3,7,930,500,1978,0,98108,47.5472,-122.303,1430,4850 +3826000385,20141217T000000,201000.0,4,1.5,1360,8100,1.5,0,0,3,7,1360,0,1962,0,98168,47.4931,-122.305,1300,8100 +2301400540,20141215T000000,734000.0,4,2.25,2530,5000,1.5,0,0,4,7,1690,840,1925,0,98117,47.6806,-122.36,1530,5000 +2111010760,20150108T000000,357500.0,5,3.0,3270,9146,2.0,0,0,3,7,3270,0,2002,0,98092,47.3342,-122.169,3200,6300 +23500220,20141015T000000,550120.0,5,2.5,2620,8050,1.0,0,0,3,8,1520,1100,1975,0,98052,47.6919,-122.115,2030,7676 +8001600150,20150310T000000,300000.0,3,1.5,1810,8232,1.0,0,0,3,8,1810,0,1988,0,98001,47.3195,-122.273,2260,8491 +9149000180,20140819T000000,374950.0,3,2.5,2120,9653,2.0,0,0,3,8,2120,0,1992,0,98030,47.3843,-122.213,1780,9801 +7525420150,20150413T000000,602500.0,4,1.75,2190,41000,2.0,0,0,3,8,2190,0,1980,0,98075,47.5755,-122.033,2590,35370 +1003000175,20141222T000000,221000.0,3,1.0,980,7606,1.0,0,0,3,7,980,0,1954,0,98188,47.4356,-122.29,980,8125 +2902200874,20150410T000000,920000.0,5,3.0,2230,4400,2.0,0,0,3,7,1730,500,1913,0,98102,47.6404,-122.325,1280,1800 +7131300032,20150306T000000,235000.0,4,2.0,1540,9279,1.0,0,0,3,7,1540,0,1955,0,98118,47.5163,-122.268,1540,5110 +3581100330,20140804T000000,375000.0,3,1.0,980,7296,1.0,0,0,3,7,980,0,1967,0,98034,47.7292,-122.231,1280,7296 +3629970870,20140827T000000,599000.0,4,2.5,2120,3640,2.0,0,0,3,8,2120,0,2005,0,98029,47.5521,-121.996,2190,3640 +2561360210,20140603T000000,562100.0,3,2.25,2090,12112,2.0,0,0,3,8,2090,0,1983,0,98052,47.7015,-122.13,1760,12112 +9828702245,20150316T000000,640000.0,3,2.5,1620,1377,2.0,0,0,3,8,1100,520,2009,0,98112,47.6195,-122.299,1620,1251 +8687800150,20141120T000000,294000.0,3,2.0,1650,11256,1.0,0,0,4,7,1250,400,1957,0,98168,47.4707,-122.26,1860,11256 +3825310760,20141229T000000,714000.0,4,2.5,3230,7766,2.0,0,0,3,9,3230,0,2005,0,98052,47.7069,-122.131,3740,8344 +7284900385,20140521T000000,970000.0,4,3.25,2790,5420,1.0,0,3,3,9,1130,1660,1963,2013,98177,47.7698,-122.386,2530,7200 +5702380770,20150428T000000,280000.0,4,2.25,1600,7916,2.0,0,0,3,7,1600,0,1991,0,98022,47.194,-121.981,1540,7242 +2095600150,20141112T000000,260000.0,4,2.5,1790,4358,2.0,0,0,3,7,1790,0,1993,0,98031,47.3994,-122.204,1790,4305 +4166600230,20141119T000000,294000.0,3,1.5,2060,15050,1.5,0,0,4,7,2060,0,1938,0,98023,47.3321,-122.373,1900,15674 +3521059042,20140728T000000,255500.0,4,1.0,1370,41194,1.5,0,2,5,5,1370,0,1900,0,98092,47.2716,-122.144,1590,84070 +3625059043,20140904T000000,3300000.0,5,4.75,6200,13873,2.0,1,4,4,11,4440,1760,1989,0,98008,47.605,-122.112,2940,13525 +1926069054,20140508T000000,450000.0,3,2.0,1510,43560,1.0,0,0,3,7,1510,0,1954,0,98077,47.7218,-122.079,2060,67756 +9238450150,20140512T000000,368000.0,3,1.0,1280,9898,1.0,0,0,3,7,1280,0,1968,0,98072,47.7677,-122.163,1290,9625 +8146200150,20141110T000000,830000.0,4,2.25,2180,11056,1.0,0,0,3,8,1370,810,1963,0,98004,47.6042,-122.193,2090,8747 +3841600220,20140715T000000,282500.0,2,1.75,1440,11210,1.0,0,0,4,6,1130,310,1935,0,98146,47.498,-122.35,1250,9381 +943100683,20140502T000000,335000.0,3,2.25,1580,16215,1.0,0,0,4,7,1580,0,1978,0,98024,47.5643,-121.897,1450,16215 +952001765,20140707T000000,558000.0,2,2.0,1580,5750,1.0,0,0,5,6,790,790,1910,0,98116,47.5668,-122.384,1580,5750 +3744600704,20150224T000000,270000.0,4,1.5,1730,8505,1.5,0,0,4,7,1730,0,1961,0,98146,47.4905,-122.347,1510,8505 +1822059057,20140725T000000,152000.0,2,1.0,700,13500,1.0,0,0,3,4,700,0,1920,0,98031,47.3882,-122.208,1600,10124 +2126059219,20140617T000000,493000.0,4,1.75,2030,18295,1.5,0,0,4,7,2030,0,1975,0,98034,47.7326,-122.179,1970,7307 +4139400910,20140815T000000,740000.0,4,2.5,2500,10330,2.0,0,0,3,10,2500,0,1992,0,98006,47.5595,-122.114,2710,8375 +9808630210,20150313T000000,789800.0,3,2.5,2605,2216,2.0,0,2,3,9,2090,515,1979,0,98033,47.6536,-122.203,2605,2300 +2920700220,20150508T000000,275000.0,2,1.0,910,4191,1.0,0,0,3,6,910,0,1910,0,98117,47.6929,-122.36,1480,6050 +1338800365,20140507T000000,1500000.0,6,2.5,3560,6480,2.5,0,0,4,11,3560,0,1914,0,98112,47.627,-122.304,2780,6480 +1175001135,20140929T000000,424000.0,3,1.75,1140,3395,1.0,0,0,5,7,620,520,1925,0,98107,47.6712,-122.393,1480,3500 +3867400180,20150327T000000,715000.0,2,1.0,1000,3513,1.0,0,4,4,5,1000,0,1914,0,98116,47.5935,-122.39,1930,4920 +7954300220,20140730T000000,600000.0,4,2.5,3010,7953,2.0,0,0,3,9,3010,0,2000,0,98056,47.522,-122.19,2670,6202 +7784400035,20140813T000000,802000.0,2,1.75,2110,8700,1.0,0,4,4,9,1760,350,1960,0,98146,47.4912,-122.365,2120,9500 +4435600330,20140726T000000,165000.0,3,1.0,910,8700,1.0,0,0,4,6,910,0,1943,0,98188,47.449,-122.29,1090,8700 +5016001285,20140609T000000,750000.0,4,3.25,2050,5000,2.0,0,0,4,8,1370,680,1987,0,98112,47.6235,-122.298,1720,5000 +6817800330,20140812T000000,405000.0,2,1.0,1090,10481,1.0,0,0,2,7,780,310,1981,0,98074,47.632,-122.03,1160,10533 +8680500220,20141203T000000,521900.0,3,2.5,2100,12338,2.0,0,0,3,9,2100,0,1997,0,98072,47.7412,-122.168,2320,6257 +3211600650,20140722T000000,275000.0,3,1.0,1000,8018,1.0,0,0,3,7,1000,0,1969,0,98034,47.7285,-122.198,1270,8000 +4008400035,20141015T000000,600000.0,5,3.25,4410,58157,2.0,0,0,4,9,2330,2080,2001,0,98058,47.4395,-122.111,2460,42565 +2473002060,20140519T000000,442500.0,3,1.75,1800,10200,1.0,0,0,3,8,1800,0,1967,0,98058,47.4496,-122.146,2140,10128 +4059400515,20140909T000000,229950.0,2,1.0,920,7716,1.0,0,0,3,6,920,0,1944,0,98178,47.5028,-122.243,1410,7128 +2916610150,20150120T000000,274950.0,3,2.0,1410,7265,1.0,0,0,4,7,1410,0,1983,0,98042,47.3654,-122.076,1390,8060 +8887001215,20141107T000000,407185.0,3,1.75,1860,48076,1.5,0,0,4,8,1860,0,1929,0,98070,47.5051,-122.461,1410,23066 +3876313040,20140709T000000,468000.0,4,2.5,2100,8400,1.0,0,0,4,7,1240,860,1976,0,98072,47.735,-122.17,1980,8610 +6021501320,20140930T000000,450000.0,2,1.0,1030,4365,1.0,0,0,3,7,1030,0,1942,0,98117,47.6875,-122.387,1420,4268 +2372800145,20141023T000000,219950.0,2,1.0,940,8997,1.0,0,0,5,7,940,0,1955,0,98022,47.2005,-121.999,1110,9126 +7120000210,20150122T000000,275000.0,2,2.5,1340,5995,2.0,0,0,3,7,1340,0,1989,0,98028,47.7366,-122.233,1540,6616 +1180003175,20150410T000000,229950.0,2,1.0,850,6000,1.0,0,0,3,6,850,0,1924,0,98178,47.4972,-122.224,1100,6000 +2902200915,20141125T000000,675000.0,3,1.75,2130,4400,1.0,0,0,3,7,1430,700,1922,0,98102,47.6417,-122.325,1710,3300 +2473530150,20150323T000000,412950.0,4,2.5,2430,6796,2.0,0,0,3,8,2430,0,1993,0,98058,47.4499,-122.127,2450,8400 +2366400150,20150429T000000,670000.0,5,2.25,2290,39000,2.0,0,0,3,8,2290,0,1979,0,98052,47.7012,-122.12,2750,39900 +4040800360,20140923T000000,420000.0,3,1.75,1230,10005,1.0,0,0,4,7,1230,0,1963,0,98008,47.621,-122.114,1530,8560 +1269200150,20150113T000000,358000.0,3,1.5,1150,27319,1.0,0,0,4,6,1150,0,1976,0,98070,47.3933,-122.454,1700,30691 +9510970530,20150424T000000,680000.0,3,2.5,2120,3600,2.0,0,0,3,9,2120,0,2005,0,98052,47.6649,-122.082,2540,4592 +3856904825,20141104T000000,380000.0,2,1.0,980,3400,1.0,0,0,3,7,980,0,1923,0,98105,47.6688,-122.323,1200,3420 +326069101,20141205T000000,515000.0,3,2.5,2130,219978,2.0,0,0,3,8,2130,0,1986,0,98077,47.7754,-122.032,3340,217800 +254000175,20140819T000000,325000.0,2,1.0,1050,4800,1.0,0,0,4,7,1050,0,1969,0,98146,47.5128,-122.388,1230,4800 +8086000201,20141204T000000,875000.0,3,2.5,1820,6848,1.0,0,0,4,7,1820,0,1953,0,98004,47.6287,-122.207,2080,11700 +9284800085,20150420T000000,426000.0,3,2.5,2210,5750,2.0,0,0,3,7,1710,500,1914,2000,98106,47.5525,-122.366,1350,5750 +2287000330,20140915T000000,868500.0,5,2.5,2490,9639,1.0,0,0,4,8,1610,880,1959,0,98040,47.551,-122.22,2290,9958 +2025760210,20140611T000000,657500.0,4,2.75,4140,24190,2.0,0,0,3,11,4140,0,2002,0,98092,47.3062,-122.15,3950,24190 +3330500085,20140918T000000,366000.0,2,1.0,1210,3090,1.0,0,0,3,6,860,350,1926,0,98118,47.5532,-122.277,1210,3348 +1231001225,20140916T000000,385000.0,2,1.0,1010,4000,1.0,0,0,3,6,1010,0,1911,0,98118,47.5536,-122.267,1040,4000 +984000650,20140908T000000,300000.0,4,2.0,2050,8750,1.0,0,0,3,7,1300,750,1967,0,98058,47.4324,-122.171,2050,8750 +1962200145,20150320T000000,810000.0,3,1.75,2060,3300,2.0,0,0,4,9,1500,560,1918,0,98102,47.6498,-122.32,1830,3712 +4074300150,20150417T000000,460000.0,4,1.75,1560,7200,1.0,0,0,3,6,860,700,1943,0,98115,47.7001,-122.279,1420,7200 +8665050220,20141021T000000,459000.0,3,2.5,1780,4000,2.0,0,0,4,8,1780,0,1995,0,98029,47.5677,-122.003,1730,4000 +2212700180,20150319T000000,260000.0,3,1.75,1460,10000,1.0,0,0,4,8,1460,0,1967,0,98092,47.342,-122.195,1930,14175 +8077200360,20141112T000000,557865.0,4,2.5,3030,6813,2.0,0,0,3,9,3030,0,1987,0,98074,47.6296,-122.029,2310,8682 +8850000180,20150420T000000,295000.0,4,1.0,980,3000,1.5,0,0,4,7,980,0,1914,0,98144,47.5892,-122.312,1525,3000 +1643500072,20140905T000000,375000.0,4,2.25,1450,7245,1.0,0,0,5,7,1450,0,1950,1983,98133,47.7643,-122.343,1660,7800 +6065300330,20140620T000000,2110000.0,3,2.25,3230,17833,2.0,0,0,4,9,3230,0,1973,0,98006,47.5683,-122.188,3690,17162 +6149700191,20140819T000000,307300.0,2,2.0,1520,1020,3.0,0,0,3,7,1520,0,1999,0,98133,47.7292,-122.343,1500,1245 +1555200180,20140827T000000,225000.0,4,1.0,1410,7000,1.5,0,0,3,7,1410,0,1963,0,98032,47.3767,-122.287,1540,7000 +9407100720,20141107T000000,290000.0,3,1.75,1390,13200,2.0,0,0,3,7,1390,0,1979,0,98045,47.4429,-121.771,1430,10725 +5700000515,20141120T000000,690000.0,4,2.0,2230,5000,1.5,0,0,4,7,1510,720,1922,0,98144,47.5772,-122.292,2140,5000 +5451200530,20140705T000000,825000.0,4,2.25,2110,12653,2.0,0,0,4,8,2110,0,1972,0,98040,47.536,-122.225,2350,10980 +868000530,20140702T000000,645000.0,3,1.75,2270,11472,1.0,0,0,4,7,1370,900,1956,0,98177,47.7057,-122.374,2270,8340 +1777600210,20150217T000000,590000.0,4,2.25,2530,10611,1.0,0,0,5,8,1320,1210,1977,0,98006,47.5698,-122.132,2530,10125 +7174800760,20140725T000000,667000.0,5,2.0,1900,5470,1.0,0,0,3,7,1180,720,1930,1965,98105,47.6666,-122.303,1300,3250 +8635750330,20140925T000000,664000.0,4,2.5,2390,8432,2.0,0,0,3,9,2390,0,1998,0,98074,47.6027,-122.024,2710,7417 +4058800925,20150428T000000,452100.0,4,2.5,3160,6540,1.0,0,3,3,8,1580,1580,1959,0,98178,47.5037,-122.24,1990,7090 +272000620,20141202T000000,290000.0,2,1.0,900,2728,2.0,0,0,3,7,900,0,1998,0,98144,47.5877,-122.298,900,2728 +7779200355,20150422T000000,950000.0,3,3.0,3610,17483,2.0,0,2,4,8,3610,0,1954,0,98146,47.4852,-122.357,2230,12600 +510000641,20150130T000000,662500.0,3,2.0,2070,4200,1.5,0,0,4,7,1670,400,1906,0,98103,47.6624,-122.333,1490,4560 +8835200230,20140702T000000,475000.0,4,2.5,1850,5444,2.0,0,0,5,7,1850,0,1981,0,98034,47.7227,-122.16,1540,5000 +8718500555,20140915T000000,450000.0,3,1.5,1440,9711,1.0,0,0,3,7,1140,300,1956,0,98028,47.7394,-122.252,1590,9711 +1722049154,20140707T000000,538250.0,3,2.25,2590,15229,2.0,0,3,3,8,2590,0,1984,0,98198,47.3948,-122.325,2590,15229 +6450304130,20140505T000000,329950.0,2,1.0,1140,5250,1.5,0,0,4,6,1140,0,1949,0,98133,47.731,-122.341,1450,5250 +6908200155,20150122T000000,1103990.0,4,3.5,2760,5040,2.0,0,2,3,9,2760,0,1955,2005,98117,47.6756,-122.401,2370,5760 +1773101020,20141020T000000,307000.0,5,1.5,1310,4800,1.5,0,0,3,6,1110,200,1929,0,98106,47.5545,-122.365,960,4800 +1105000571,20140610T000000,433000.0,3,1.75,1870,7189,1.0,0,0,3,7,1270,600,1959,0,98118,47.5412,-122.27,1780,6200 +5153200666,20150114T000000,212000.0,3,2.25,1900,18000,1.0,0,0,4,7,1280,620,1968,0,98023,47.3251,-122.354,1920,15000 +7660100085,20140908T000000,750000.0,5,2.75,2860,6000,2.5,0,0,4,8,2380,480,1902,0,98144,47.5906,-122.316,2240,6000 +1843130530,20141125T000000,279000.0,3,2.0,1640,5650,1.0,0,0,3,7,1640,0,2003,0,98042,47.3736,-122.13,2250,5488 +7010700905,20140611T000000,476000.0,3,1.0,1140,5500,1.5,0,0,4,6,1140,0,1908,0,98199,47.6606,-122.395,1690,4400 +6790600790,20150326T000000,368000.0,5,1.75,2590,9394,1.0,0,0,4,7,1390,1200,1963,0,98198,47.3941,-122.307,2580,9049 +8651442520,20141015T000000,228950.0,4,3.0,2160,5200,1.0,0,0,3,7,1320,840,1978,0,98042,47.3627,-122.091,1460,5144 +2722059010,20140618T000000,568450.0,5,3.5,3260,58806,2.0,0,0,4,8,3260,0,1969,0,98042,47.3703,-122.159,1810,17927 +6884800210,20140605T000000,619000.0,4,1.75,1660,3800,1.5,0,0,3,7,1660,0,1926,0,98115,47.6883,-122.314,1660,3767 +7349600230,20140729T000000,275000.0,3,2.25,1640,6044,2.0,0,0,3,7,1640,0,1996,0,98002,47.2844,-122.205,1600,7418 +6699300210,20141027T000000,321500.0,4,2.5,2620,5457,2.0,0,0,3,8,2620,0,2003,0,98001,47.3148,-122.27,2740,5816 +7883607520,20140508T000000,230000.0,3,1.75,950,6000,1.0,0,0,3,6,790,160,1939,0,98108,47.5271,-122.316,1360,6000 +1450000210,20150128T000000,179500.0,3,1.0,900,8100,1.0,0,0,4,6,900,0,1959,0,98002,47.2866,-122.221,1000,7830 +1387301430,20140818T000000,460000.0,3,2.25,1650,7313,1.0,0,0,3,7,1220,430,1975,0,98011,47.7375,-122.194,1690,7252 +2517010230,20150226T000000,286000.0,3,2.5,1800,3980,2.0,0,0,3,7,1800,0,2006,0,98042,47.4006,-122.162,2580,4307 +9828201020,20141031T000000,427500.0,3,1.0,1480,4200,1.5,0,0,3,7,1480,0,1925,0,98122,47.6147,-122.298,1460,3600 +2461900175,20140522T000000,400000.0,3,1.0,1040,6250,1.0,0,0,3,7,1040,0,1942,0,98136,47.5526,-122.385,1770,6250 +8682250330,20140624T000000,675000.0,3,3.5,2300,5611,1.0,0,0,3,8,2300,0,2004,0,98053,47.7122,-122.026,2170,5926 +3031200230,20150226T000000,350000.0,3,1.0,2480,8906,1.0,0,0,3,7,1240,1240,1969,0,98118,47.5366,-122.289,1800,8906 +3824100166,20141122T000000,385000.0,4,1.75,1970,10358,1.0,0,0,3,8,1540,430,1977,0,98028,47.7719,-122.255,1900,10358 +7011201445,20140702T000000,525000.0,2,1.75,1530,3503,1.0,0,1,4,7,830,700,1916,0,98119,47.6368,-122.371,1280,1531 +7262200150,20150121T000000,315000.0,2,1.0,970,18557,1.0,0,0,3,6,970,0,1939,0,98146,47.5116,-122.37,1150,7200 +1623069023,20140729T000000,820000.0,4,2.5,2920,252648,2.0,0,0,3,10,2920,0,2002,0,98027,47.4784,-122.048,2180,71874 +7523700210,20150415T000000,205000.0,3,1.0,970,7700,1.0,0,0,4,7,970,0,1959,0,98032,47.3793,-122.304,1160,8250 +2915200210,20141205T000000,500000.0,2,1.0,680,5250,1.0,0,0,4,6,680,0,1922,0,98177,47.7013,-122.359,1620,5461 +3904990210,20140822T000000,599000.0,4,2.5,2640,6738,2.0,0,0,4,8,2640,0,1989,0,98029,47.5787,-122.0,2180,5782 +1333300145,20150304T000000,2225000.0,3,4.0,4200,30120,2.0,0,2,4,11,3600,600,1933,0,98112,47.6379,-122.311,2760,12200 +7461400360,20150421T000000,299000.0,1,2.5,1980,7521,1.0,0,0,4,7,1180,800,1979,0,98055,47.4343,-122.192,1980,8000 +7631200085,20140512T000000,947500.0,3,2.75,2980,27144,1.5,1,2,5,8,2180,800,1917,0,98166,47.4522,-122.378,1890,12514 +6145600040,20140623T000000,385000.0,3,3.25,1630,1677,3.0,0,0,3,8,1630,0,2007,0,98133,47.7048,-122.353,1220,1677 +6372000155,20140811T000000,639950.0,2,1.75,1780,4520,1.0,0,0,5,7,890,890,1925,0,98116,47.5798,-122.404,1560,4520 +6821600145,20141110T000000,824000.0,2,1.0,1210,8400,1.0,0,0,3,8,780,430,2000,0,98199,47.6503,-122.393,1860,6000 +7983100150,20140602T000000,199950.0,3,1.0,1010,7245,1.0,0,0,3,7,1010,0,1969,0,98003,47.3338,-122.306,1300,8236 +723000150,20150408T000000,1005000.0,3,2.5,2570,5000,1.0,0,0,4,8,1480,1090,1940,0,98105,47.6578,-122.285,2420,5484 +2493200155,20150403T000000,950000.0,4,2.25,2770,5320,2.0,0,1,3,9,2440,330,2013,0,98136,47.5283,-122.385,2100,6011 +2592210150,20140923T000000,822000.0,3,2.5,2290,9158,2.0,0,0,4,8,2290,0,1984,0,98006,47.5476,-122.14,2210,9588 +2595300210,20141106T000000,473600.0,4,1.5,1780,8400,1.0,0,0,3,7,1080,700,1969,0,98136,47.5173,-122.385,1660,8400 +3902100150,20150202T000000,490000.0,5,2.0,2150,4500,1.5,0,0,3,8,2150,0,1938,0,98116,47.5582,-122.388,1300,4500 +3329520410,20140505T000000,245000.0,3,1.75,1920,9306,1.0,0,0,3,7,1000,920,1984,0,98001,47.3319,-122.267,1860,8458 +4013800206,20140828T000000,199000.0,4,1.0,1220,11730,1.0,0,0,4,7,1220,0,1960,0,98001,47.3229,-122.283,1270,9520 +1370803460,20140507T000000,1340000.0,3,3.0,2960,5500,2.0,0,2,3,10,2440,520,1937,1990,98199,47.6356,-122.402,2960,5876 +4046600220,20141017T000000,418000.0,3,1.75,1500,19113,1.0,0,0,3,7,1500,0,1984,0,98014,47.6976,-121.916,1820,18151 +6190701484,20150311T000000,450000.0,7,3.5,2830,8625,1.0,0,0,4,8,1830,1000,1957,0,98133,47.7493,-122.355,1570,8400 +8016200530,20140718T000000,280000.0,3,2.5,1580,7000,2.0,0,0,3,8,1580,0,1992,0,98030,47.3659,-122.17,2110,7062 +6802210210,20150303T000000,273000.0,3,2.25,1230,11601,1.0,0,0,4,7,910,320,1992,0,98022,47.1955,-121.991,1820,8465 +4305600040,20140505T000000,549000.0,4,2.5,2910,6338,2.0,0,0,3,8,2910,0,2008,0,98059,47.4804,-122.126,2500,5877 +7856570150,20140625T000000,913888.0,5,2.25,2370,15512,2.0,0,0,4,9,2370,0,1981,0,98006,47.5555,-122.15,2380,15100 +7576200040,20140718T000000,689888.0,4,2.25,1930,3500,1.5,0,0,5,8,1540,390,1916,0,98122,47.6167,-122.29,1800,5000 +6300500183,20141212T000000,305000.0,4,2.0,1780,5043,1.0,0,0,3,7,870,910,1993,0,98133,47.7045,-122.342,1350,5044 +3204950120,20140529T000000,602500.0,4,2.5,2760,6850,2.0,0,0,3,9,2760,0,1999,0,98056,47.5346,-122.185,2640,9803 +7857004225,20150424T000000,355000.0,2,1.75,1620,3640,1.0,0,0,3,7,900,720,1929,0,98108,47.543,-122.299,1590,5538 +7732400360,20140821T000000,756000.0,3,2.5,2160,7525,2.0,0,0,3,9,2160,0,1986,0,98052,47.6608,-122.145,2470,7941 +4388000120,20150423T000000,289950.0,4,2.25,2190,6906,1.0,0,0,4,7,1040,1150,1977,0,98023,47.319,-122.373,1250,6440 +8653900150,20140505T000000,800000.0,3,2.5,3240,7857,2.0,0,0,3,10,3240,0,1994,0,98075,47.5857,-122.038,2970,7857 +3362400472,20141202T000000,403000.0,2,1.0,720,3255,1.0,0,0,4,6,720,0,1905,0,98103,47.6823,-122.348,1430,3170 +8857100180,20150413T000000,350000.0,3,2.25,1410,1340,2.0,0,0,3,8,1370,40,1967,0,98008,47.6108,-122.113,1730,2748 +8156600210,20150326T000000,1285000.0,5,3.5,2980,5100,2.0,0,0,3,10,2370,610,2015,0,98115,47.6782,-122.299,1780,5100 +4038700720,20140918T000000,525126.0,5,2.25,1950,8025,1.0,0,2,3,7,1150,800,1960,0,98008,47.6159,-122.114,1780,8560 +2634500085,20140812T000000,241450.0,3,1.0,1100,8138,1.0,0,0,3,7,1100,0,1949,0,98155,47.7393,-122.325,1440,8131 +1077100035,20150122T000000,320000.0,3,1.5,1400,9087,1.0,0,0,3,7,1400,0,1954,0,98133,47.7711,-122.34,1490,8380 +5466700360,20141023T000000,234000.0,4,2.0,1710,7455,1.0,0,0,3,7,1030,680,1975,0,98031,47.3965,-122.173,1710,7350 +1250201165,20141121T000000,441000.0,5,2.5,2000,3600,1.0,0,0,3,6,1150,850,1987,0,98144,47.5971,-122.295,1410,3600 +1250201165,20150317T000000,474500.0,5,2.5,2000,3600,1.0,0,0,3,6,1150,850,1987,0,98144,47.5971,-122.295,1410,3600 +4083301120,20150422T000000,705000.0,3,1.0,1440,2618,1.5,0,0,4,7,1440,0,1906,0,98103,47.6582,-122.336,1850,3990 +3905100610,20150409T000000,517500.0,4,2.5,1520,3370,2.0,0,0,3,8,1520,0,1994,0,98029,47.5696,-122.004,1860,4486 +4330600360,20140617T000000,142500.0,4,0.75,1440,13300,1.0,0,0,3,6,1440,0,1948,0,98166,47.4761,-122.337,1460,11100 +345700150,20141106T000000,310000.0,2,1.5,1010,10005,2.0,0,0,3,7,1010,0,1981,0,98056,47.5118,-122.189,1210,7794 +7732100150,20141028T000000,749500.0,4,2.5,2440,9727,2.0,0,0,3,9,2440,0,1987,0,98052,47.6613,-122.132,2370,11503 +5379800862,20150429T000000,360000.0,5,3.0,2480,7200,1.0,0,0,3,7,1560,920,1999,0,98188,47.4586,-122.283,1910,9432 +4396000180,20141121T000000,267500.0,3,1.0,1090,22080,1.0,0,0,5,7,1090,0,1967,0,98038,47.3991,-121.964,1590,19457 +1447600410,20141009T000000,290000.0,3,1.0,1480,32700,1.0,0,0,4,6,1380,100,1942,0,98168,47.4949,-122.327,1500,22600 +3325059177,20141105T000000,850000.0,5,2.5,2800,11325,1.0,0,0,4,8,1400,1400,1970,0,98005,47.6166,-122.172,2510,13700 +2652500155,20141029T000000,815000.0,4,1.75,1820,4500,1.5,0,0,3,8,1820,0,1921,0,98119,47.6429,-122.36,1870,3600 +824059305,20150108T000000,2200000.0,5,4.0,5840,11652,2.0,0,1,3,11,4410,1430,1988,0,98004,47.5835,-122.202,3120,13639 +5318101565,20140703T000000,1625000.0,4,3.25,2980,3600,2.0,0,0,3,9,2150,830,1999,0,98112,47.6352,-122.284,2980,4800 +2460600040,20140616T000000,175000.0,3,1.5,1220,7300,1.0,0,0,3,7,1220,0,1973,0,98001,47.3341,-122.279,1260,7347 +9527000040,20141002T000000,429950.0,3,1.75,1830,9758,1.0,0,0,3,8,1300,530,1977,0,98034,47.7107,-122.23,1850,8000 +2909300150,20140714T000000,675000.0,4,2.5,2900,5505,2.0,0,0,3,8,2900,0,2002,0,98074,47.6063,-122.02,2970,5251 +8078600330,20140708T000000,580000.0,3,2.25,1940,5980,1.0,0,0,3,7,1520,420,1987,0,98027,47.5476,-122.075,1910,6309 +4338800720,20150224T000000,240000.0,4,2.0,1750,7800,1.0,0,0,4,6,1750,0,1944,0,98166,47.4791,-122.347,1270,7800 +4016800120,20140820T000000,374000.0,3,2.5,1850,17808,1.0,0,0,4,8,1210,640,1982,0,98032,47.3631,-122.271,2260,16754 +2021201085,20141212T000000,862500.0,4,2.5,3220,4400,2.0,0,2,3,9,2180,1040,1937,0,98199,47.6325,-122.394,3000,5000 +1922059010,20150121T000000,140000.0,2,1.0,1080,6052,1.0,0,0,5,6,1080,0,1908,0,98030,47.3857,-122.215,1810,7830 +1133000385,20140530T000000,740000.0,5,3.75,3990,18897,2.0,0,0,3,8,3090,900,1937,2010,98125,47.7228,-122.31,2080,9793 +2397100155,20150224T000000,589000.0,3,1.75,920,3600,1.0,0,0,4,6,820,100,1904,0,98119,47.6386,-122.365,1620,3600 +7461420210,20150223T000000,275000.0,3,1.75,1290,9760,1.0,0,0,3,7,1290,0,1979,0,98058,47.4265,-122.148,1410,8034 +6204050040,20140711T000000,489900.0,4,2.5,2090,4196,2.0,0,0,3,8,2090,0,2006,0,98011,47.7453,-122.192,2640,4503 +4099100210,20140813T000000,545000.0,3,2.5,1900,3366,2.0,0,0,3,9,1900,0,1996,0,98033,47.6679,-122.184,2500,3954 +316000145,20150325T000000,235000.0,4,1.0,1360,7132,1.5,0,0,3,6,1360,0,1941,0,98168,47.5054,-122.301,1280,7175 +3331000455,20150217T000000,230000.0,3,1.0,1000,4000,1.5,0,0,4,6,1000,0,1915,0,98118,47.5523,-122.286,1040,4240 +9839300775,20140710T000000,655000.0,4,2.25,2170,4080,2.0,0,0,3,7,1920,250,1980,0,98122,47.6124,-122.293,1890,4400 +2320069107,20140822T000000,185000.0,2,1.0,820,16030,1.0,0,0,4,5,820,0,1923,0,98022,47.2039,-122.003,1880,14046 +2599001010,20150326T000000,196000.0,3,1.0,1090,7400,1.0,0,0,4,7,1090,0,1962,0,98092,47.2923,-122.19,1140,8165 +2193340120,20140604T000000,572000.0,3,2.25,1830,7897,1.0,0,0,4,8,1290,540,1986,0,98052,47.6914,-122.103,1990,8306 +7954310210,20150430T000000,615000.0,4,2.5,3010,6903,2.0,0,0,3,9,3010,0,2001,0,98056,47.5213,-122.193,2860,6435 +2425049107,20150305T000000,1950000.0,4,3.75,4150,17424,1.0,0,0,3,9,3130,1020,1963,2000,98039,47.639,-122.236,3930,21420 +1338300555,20150320T000000,1225000.0,6,2.25,2930,4320,2.0,0,0,3,9,2130,800,1913,0,98112,47.6295,-122.306,2860,4320 +8944310330,20140819T000000,375000.0,3,2.5,1520,5649,2.0,0,0,4,7,1520,0,1989,0,98034,47.7221,-122.162,1540,5000 +2551500180,20140905T000000,295000.0,3,1.75,1250,9486,1.0,0,0,4,6,1250,0,1971,0,98070,47.4341,-122.446,1270,9600 +9212900180,20140625T000000,760000.0,4,2.5,2760,6000,2.0,0,0,5,7,2230,530,1942,0,98115,47.6877,-122.295,1600,6000 +2473460650,20150407T000000,347000.0,3,1.75,1330,7848,1.0,0,0,3,8,1330,0,1978,0,98058,47.4463,-122.127,2110,8497 +2856101755,20150504T000000,712000.0,3,2.0,1700,5100,1.5,0,0,4,7,1500,200,1924,0,98117,47.679,-122.39,1700,5100 +3080000040,20140515T000000,495000.0,4,2.0,2050,4000,1.5,0,0,5,7,1210,840,1941,0,98144,47.5799,-122.306,1310,4000 +1224049080,20140620T000000,925000.0,4,2.0,3140,10437,1.0,0,0,4,8,2040,1100,1959,0,98040,47.5786,-122.229,2010,10437 +9547200835,20150402T000000,775000.0,3,1.0,2030,4080,1.5,0,0,4,7,1840,190,1908,0,98115,47.6765,-122.308,2030,4080 +4363700365,20140801T000000,429000.0,4,2.5,2100,7920,1.5,0,0,4,6,1400,700,1916,0,98126,47.5293,-122.371,1230,7920 +7683800212,20141218T000000,229000.0,3,1.0,1010,12705,1.0,0,0,4,7,1010,0,1959,0,98003,47.3348,-122.303,1490,10200 +1324079054,20140922T000000,400000.0,4,1.5,1980,113691,1.0,0,0,3,7,1980,0,1962,0,98024,47.5606,-121.853,1980,89298 +2141330360,20140729T000000,625000.0,4,2.25,2100,8290,2.0,0,0,4,8,2100,0,1978,0,98006,47.5595,-122.129,2100,8290 +6450302546,20141021T000000,130000.0,2,1.0,840,6654,1.0,0,0,3,7,840,0,1951,0,98133,47.7319,-122.335,1350,5831 +7972600676,20141104T000000,349000.0,3,1.75,1690,5080,1.0,0,0,3,7,1190,500,1976,0,98106,47.5312,-122.348,1300,5080 +922059161,20140922T000000,365000.0,3,2.0,2140,26600,1.0,0,0,4,7,2140,0,1983,0,98031,47.4066,-122.169,2310,8783 +2770601461,20150317T000000,487500.0,3,2.5,1810,1988,2.0,0,0,3,7,1350,460,1997,0,98199,47.6513,-122.385,1600,1525 +8079010230,20140603T000000,475000.0,3,2.5,2600,7210,2.0,0,0,3,8,2600,0,1989,0,98059,47.5123,-122.151,2350,7225 +5458800620,20140924T000000,685000.0,3,1.75,1650,8400,1.0,0,0,3,8,1470,180,1959,0,98040,47.5766,-122.236,2020,7777 +5318101075,20140811T000000,960000.0,3,1.75,2460,4800,1.0,0,0,4,7,1230,1230,1938,0,98112,47.6343,-122.282,2860,4800 +5430300120,20141113T000000,1100000.0,5,2.25,4320,7620,2.0,0,0,3,7,2880,1440,1973,2014,98115,47.6824,-122.287,1880,7620 +1442700360,20150320T000000,428000.0,3,2.25,2600,15000,2.0,0,0,3,9,2600,0,1978,0,98038,47.3719,-122.056,2380,15000 +5651010150,20150510T000000,435000.0,3,2.5,1930,5790,2.0,0,0,4,7,1930,0,1988,0,98011,47.7733,-122.17,1790,4901 +6908200021,20141028T000000,769950.0,3,2.0,2190,5400,1.0,0,2,5,7,1260,930,1952,0,98107,47.6737,-122.4,2160,5400 +2201500555,20140929T000000,385000.0,3,1.0,1420,10980,1.0,0,0,4,7,1200,220,1954,0,98006,47.574,-122.138,1630,9763 +255550150,20141118T000000,352000.0,3,2.5,2090,3002,2.0,0,0,3,7,1670,420,2005,0,98019,47.745,-121.984,2090,3163 +524069011,20140911T000000,622500.0,3,2.5,2290,14374,2.0,0,0,3,8,2290,0,1983,2012,98075,47.5886,-122.074,2290,33450 +7504010760,20150212T000000,660000.0,3,3.0,2470,11900,2.0,0,0,3,9,2290,180,1976,0,98074,47.641,-122.057,2590,11900 +1788800610,20140902T000000,105000.0,3,1.0,840,8400,1.0,0,0,3,6,840,0,1959,0,98023,47.3277,-122.343,840,9450 +7192800145,20141202T000000,420000.0,2,1.0,2100,4480,1.0,0,0,5,7,1400,700,1908,0,98126,47.574,-122.372,1570,4400 +5566100145,20140903T000000,499950.0,3,1.5,1360,11250,1.0,0,0,4,7,1360,0,1955,0,98006,47.5697,-122.177,1440,11250 +2024059052,20140814T000000,975000.0,6,3.0,3420,22421,1.0,0,0,5,9,2270,1150,1948,0,98006,47.5508,-122.189,2430,15560 +2436700540,20141001T000000,665000.0,3,2.75,1930,2960,1.5,0,0,5,7,1490,440,1929,0,98105,47.6659,-122.287,2080,3760 +7200001608,20140701T000000,540000.0,4,2.5,2180,10140,1.0,0,0,4,7,1180,1000,1968,0,98052,47.6822,-122.111,1840,9375 +5612100065,20140529T000000,400000.0,4,2.0,1670,12056,1.0,0,0,3,7,1670,0,1955,0,98028,47.7418,-122.244,1860,12056 +7785380150,20141215T000000,469950.0,4,2.75,2720,6427,1.0,0,0,3,8,1650,1070,2008,0,98146,47.4931,-122.354,2720,8484 +4178310040,20141016T000000,777000.0,4,2.5,3170,9900,2.0,0,0,4,8,3170,0,1979,0,98007,47.6181,-122.147,2540,12400 +1708400555,20140625T000000,346500.0,2,1.75,1610,6300,1.0,0,0,3,7,1010,600,1941,0,98108,47.554,-122.304,1370,5225 +3629760330,20150311T000000,685000.0,3,2.5,2370,4950,2.0,0,0,3,8,2370,0,2003,0,98029,47.5465,-122.013,2230,4950 +5469501830,20140624T000000,396500.0,3,2.5,2590,18980,1.0,0,0,4,10,2590,0,1976,0,98042,47.3839,-122.153,3110,14652 +9829201058,20140504T000000,783500.0,3,2.5,2850,7130,2.0,0,0,3,10,1990,860,1980,0,98122,47.603,-122.289,2280,6459 +1931300175,20140702T000000,575000.0,4,2.0,1660,4800,1.5,0,0,3,7,1660,0,1922,0,98103,47.6556,-122.345,1660,4800 +7237500360,20141106T000000,1500000.0,4,4.25,5550,12968,2.0,0,0,3,11,5550,0,2005,0,98059,47.5305,-122.135,4750,13001 +923000120,20150408T000000,515000.0,3,1.5,2200,7620,1.0,0,0,4,7,1130,1070,1942,0,98177,47.7263,-122.363,2170,7672 +1446800995,20140805T000000,300000.0,3,2.5,2020,6628,1.0,0,0,4,7,1250,770,1963,0,98168,47.4934,-122.332,1540,9995 +8732000410,20150114T000000,272000.0,3,1.5,1760,9600,1.0,0,0,4,7,1760,0,1966,0,98031,47.4085,-122.195,1450,9600 +7303100210,20140527T000000,355000.0,4,2.25,1810,4970,2.0,0,0,3,7,1810,0,2003,0,98059,47.5003,-122.156,1810,4858 +3348401622,20140731T000000,223000.0,3,2.0,1310,8440,1.0,0,0,5,6,1310,0,1951,0,98178,47.5003,-122.269,1790,10775 +3793501400,20140820T000000,397000.0,4,2.5,3000,8584,2.0,0,0,3,7,3000,0,2003,0,98038,47.369,-122.032,2610,7570 +2872100385,20150318T000000,460000.0,2,2.0,1080,5000,1.0,0,0,5,6,1080,0,1923,0,98117,47.6826,-122.394,1530,5000 +1689400150,20150206T000000,848000.0,3,2.75,2170,2738,1.5,0,0,4,9,1550,620,1930,0,98109,47.6389,-122.349,1170,1062 +2887701251,20141007T000000,392800.0,2,1.0,740,4275,1.0,0,0,5,6,740,0,1924,0,98115,47.688,-122.308,1900,4275 +3528000040,20141001T000000,1690000.0,3,3.25,5290,224442,2.0,0,0,4,11,4540,750,1988,0,98053,47.6671,-122.051,3750,84936 +3528000040,20150326T000000,1800000.0,3,3.25,5290,224442,2.0,0,0,4,11,4540,750,1988,0,98053,47.6671,-122.051,3750,84936 +3787000120,20150122T000000,577000.0,3,2.25,2370,7878,2.0,0,0,3,8,2370,0,1985,0,98034,47.7281,-122.168,1870,7766 +5693500760,20140707T000000,570000.0,3,1.0,1890,3330,1.5,0,0,4,7,1390,500,1901,0,98103,47.6597,-122.352,1530,3330 +8892900180,20140617T000000,250000.0,3,1.75,1160,6134,1.0,0,0,3,7,1160,0,1998,0,98002,47.3414,-122.218,1330,6301 +5458800330,20140904T000000,645000.0,4,1.75,1550,7350,1.5,0,0,4,8,1550,0,1958,0,98040,47.5795,-122.235,1860,7350 +1560930450,20141024T000000,567500.0,3,2.5,3090,67082,2.0,0,0,3,9,3090,0,1990,0,98038,47.4032,-122.023,3650,62290 +6699930360,20140722T000000,337000.0,4,2.5,2610,5240,2.0,0,0,3,8,2610,0,2004,0,98038,47.345,-122.042,2480,5240 +1423900580,20140625T000000,280000.0,3,1.75,1230,8250,1.0,0,0,3,7,1230,0,1966,0,98058,47.4526,-122.176,1250,8250 +7338000730,20140728T000000,167000.0,3,1.5,1280,5547,2.0,0,0,4,6,1280,0,1985,0,98002,47.3344,-122.215,1150,4500 +4364700730,20140530T000000,280000.0,2,1.0,1880,7560,1.0,0,0,3,6,940,940,1919,0,98126,47.5261,-122.374,1280,7560 +7305300760,20141222T000000,317500.0,2,1.5,1220,8409,1.0,0,0,4,6,1220,0,1948,0,98155,47.7534,-122.324,1130,8409 +2488200455,20140703T000000,405500.0,2,2.75,1350,1252,2.0,0,0,3,8,1120,230,2006,0,98136,47.522,-122.39,1410,1265 +318900120,20150123T000000,495000.0,4,2.5,2370,15336,2.0,0,0,3,8,2370,0,1995,0,98024,47.5633,-121.901,2110,15925 +7504110330,20150128T000000,691000.0,4,3.0,3040,11651,2.0,0,0,3,10,3040,0,1987,0,98074,47.6348,-122.038,2540,11815 +2222039011,20141103T000000,480000.0,5,1.75,2080,217800,1.0,0,0,5,7,2080,0,1963,0,98070,47.3884,-122.404,1670,213008 +6021502300,20150211T000000,549010.0,2,1.75,1560,4141,1.0,0,0,4,7,880,680,1942,0,98117,47.6863,-122.382,1210,4141 +3630110360,20150422T000000,750000.0,5,3.5,2980,5809,2.0,0,2,3,8,2980,0,2005,0,98029,47.5537,-121.996,2120,3416 +1529300410,20150224T000000,365000.0,2,1.0,870,5689,1.0,0,0,4,7,870,0,1948,0,98103,47.6988,-122.351,1100,5711 +2426049154,20150305T000000,412500.0,3,1.75,1660,10716,1.0,0,0,3,7,1100,560,1988,0,98034,47.7326,-122.234,1630,7626 +6204420180,20140603T000000,425000.0,3,2.25,1870,9000,1.0,0,0,3,7,1440,430,1978,0,98011,47.7373,-122.198,1870,8640 +8085400410,20150331T000000,920000.0,3,1.0,1410,9656,1.0,0,0,3,7,960,450,1953,0,98004,47.6354,-122.208,2410,9384 +8731980880,20141222T000000,340000.0,4,2.25,2180,8000,1.0,0,0,4,9,1630,550,1975,0,98023,47.317,-122.378,2310,8000 +626049115,20141105T000000,405000.0,4,2.5,2620,8960,1.0,0,0,5,7,1520,1100,1955,0,98133,47.7642,-122.335,1880,8960 +6388910040,20150324T000000,537100.0,3,2.5,2450,7051,1.0,0,0,3,8,1870,580,1990,0,98056,47.5308,-122.171,2450,8788 +1748800120,20150318T000000,353500.0,4,2.5,3250,4650,2.0,0,0,3,8,3250,0,2007,0,98031,47.4004,-122.203,2960,4650 +4077800582,20140912T000000,522000.0,3,1.0,1150,7080,1.0,0,0,3,7,1150,0,1952,0,98125,47.7106,-122.288,1490,7921 +7202260210,20141010T000000,710000.0,4,2.75,2780,6978,2.0,0,0,3,8,2780,0,2001,0,98053,47.6881,-122.04,2760,5460 +5095600360,20150312T000000,329950.0,3,1.75,1360,13320,1.0,0,0,4,7,1360,0,1985,0,98059,47.4625,-122.069,1580,13625 +2607801120,20150420T000000,830000.0,5,2.5,2810,14207,1.0,0,3,3,9,1540,1270,1979,0,98008,47.5742,-122.11,3190,14000 +9542200610,20150219T000000,800500.0,4,2.5,1780,11130,1.0,0,0,5,8,1780,0,1962,0,98005,47.5931,-122.178,2610,11130 +8092000330,20140528T000000,168500.0,3,1.0,1100,10125,1.0,0,0,3,7,1100,0,1969,0,98042,47.367,-122.107,1570,10650 +7852020790,20140627T000000,490000.0,3,2.5,2230,5348,2.0,0,0,3,8,2230,0,2000,0,98065,47.5347,-121.866,2190,5205 +6379500227,20141006T000000,579000.0,3,2.5,1710,1904,2.0,0,0,3,8,1140,570,2003,0,98116,47.5827,-122.387,1260,1316 +6790200180,20140603T000000,600000.0,4,2.5,2620,9873,2.0,0,0,3,8,2620,0,1987,0,98075,47.5822,-122.051,2520,9935 +1781500155,20140529T000000,445000.0,4,1.75,1990,4725,1.5,0,0,4,7,1190,800,1944,0,98126,47.5275,-122.38,1240,4961 +3424069154,20140624T000000,362500.0,4,1.75,1450,8450,1.0,0,0,3,7,1450,0,1960,0,98027,47.5289,-122.028,1540,8450 +1683500180,20140514T000000,234000.0,4,2.0,1630,9010,1.0,0,0,4,7,1050,580,1975,0,98092,47.317,-122.196,1670,7820 +1523300180,20140709T000000,321500.0,1,1.0,730,1942,1.0,0,0,3,7,730,0,2008,0,98144,47.5939,-122.299,1020,2183 +1868901120,20140606T000000,660000.0,3,1.75,1980,3300,1.5,0,0,4,7,1140,840,1926,0,98115,47.6733,-122.298,1590,5000 +822059101,20140925T000000,319000.0,4,1.0,1730,36356,1.5,0,0,4,6,1730,0,1954,0,98031,47.4135,-122.199,1380,14060 +3421069020,20141020T000000,314000.0,3,1.75,1350,217852,1.0,0,0,3,8,1100,250,1953,0,98022,47.2628,-122.03,2190,217800 +2769602710,20141006T000000,517950.0,3,2.0,1410,5000,1.0,0,0,5,7,740,670,1908,0,98107,47.6752,-122.361,1830,4000 +6071300180,20140714T000000,525000.0,5,2.5,2360,10081,1.0,0,0,4,7,1180,1180,1961,0,98006,47.5552,-122.178,2200,10461 +3211101010,20150211T000000,319500.0,3,1.0,1190,8450,1.0,0,0,5,6,1190,0,1961,0,98059,47.4807,-122.157,1660,8450 +9471201175,20140506T000000,1580000.0,4,3.25,3760,10920,1.5,0,0,5,9,2400,1360,1950,0,98105,47.6687,-122.264,3430,11050 +2009003136,20140822T000000,325000.0,1,1.0,1220,12426,1.0,0,4,4,6,1220,0,1946,0,98198,47.4047,-122.331,2770,22270 +7574910220,20140731T000000,795000.0,4,2.5,2920,32219,2.0,0,0,5,10,2920,0,1995,0,98077,47.7439,-122.041,3420,37206 +1370801465,20140619T000000,850000.0,2,1.75,1590,5136,1.5,0,3,3,9,1320,270,1927,0,98199,47.6424,-122.411,2520,5243 +1245500730,20141208T000000,1010000.0,5,3.25,3510,10930,2.0,0,0,3,9,3510,0,2013,0,98033,47.6914,-122.21,1970,7488 +2767603591,20140804T000000,475000.0,3,2.5,1320,1310,3.0,0,0,3,8,1320,0,2006,0,98107,47.6719,-122.38,1350,1250 +8718500665,20140724T000000,375000.0,3,1.0,1610,11250,1.0,0,0,3,7,1090,520,1975,0,98028,47.7391,-122.256,2040,10692 +106000395,20140624T000000,405000.0,3,1.0,1410,8053,1.0,0,0,4,7,1410,0,1951,0,98177,47.704,-122.367,1170,8042 +5538300120,20141015T000000,420000.0,4,2.5,2170,10500,1.0,0,0,3,7,1570,600,1962,0,98155,47.7512,-122.295,1850,11127 +9405800040,20141016T000000,775000.0,4,1.75,1890,4800,1.5,0,0,3,7,1390,500,1906,0,98119,47.6405,-122.367,1890,4800 +3630180450,20150407T000000,800000.0,4,2.75,3260,5000,2.0,0,0,3,9,3260,0,2007,0,98027,47.5395,-121.997,3450,6218 +8126300610,20150401T000000,436800.0,3,1.75,2080,12714,2.0,0,0,4,8,1540,540,1984,0,98052,47.7056,-122.162,2080,12107 +546000910,20141203T000000,620000.0,3,1.75,2040,4005,1.5,0,0,4,8,1740,300,1930,0,98117,47.6885,-122.38,1380,4005 +2268000180,20150325T000000,230000.0,3,1.0,1250,9035,1.0,0,0,4,7,1250,0,1970,0,98003,47.275,-122.302,1350,10425 +3333002450,20140708T000000,165000.0,1,1.0,850,8050,1.0,0,0,2,6,850,0,1906,0,98118,47.5427,-122.288,1590,5180 +3333002450,20150122T000000,490000.0,1,1.0,850,8050,1.0,0,0,2,6,850,0,1906,0,98118,47.5427,-122.288,1590,5180 +6072000910,20140806T000000,480000.0,3,1.75,1600,8400,1.0,0,0,5,8,1600,0,1963,0,98006,47.5479,-122.179,2210,8400 +4113800330,20140606T000000,570000.0,3,2.5,2400,6975,2.0,0,0,3,9,2400,0,1993,0,98056,47.534,-122.179,2640,11172 +3764500180,20150124T000000,615000.0,3,2.25,1870,4894,2.0,0,0,4,8,1750,120,1992,0,98033,47.6943,-122.19,1920,5988 +1326049170,20140924T000000,280000.0,3,1.0,1720,9605,1.0,0,0,3,7,860,860,1969,0,98028,47.7439,-122.242,1720,9998 +9238450210,20140623T000000,326000.0,3,1.0,1030,9834,1.0,0,0,3,7,1030,0,1969,0,98072,47.7676,-122.164,1210,9875 +2436700666,20150216T000000,550700.0,2,2.25,1190,1499,2.0,0,0,3,9,1100,90,2004,0,98105,47.6666,-122.285,1430,1332 +3043200035,20140701T000000,600000.0,2,1.0,910,2002,1.5,0,0,3,6,910,0,1900,0,98112,47.6188,-122.306,1190,1208 +1424069044,20140910T000000,450000.0,3,1.0,1290,47044,1.0,0,0,3,7,1150,140,1968,0,98029,47.5655,-121.998,1960,49658 +3037200141,20150309T000000,546000.0,2,2.25,1530,1324,2.0,0,0,3,8,1280,250,2010,0,98122,47.6032,-122.311,1410,1689 +1323089107,20150121T000000,585000.0,3,2.5,2330,33750,2.0,0,0,3,9,2330,0,1983,2001,98045,47.4787,-121.723,2270,35000 +8024201714,20141117T000000,489000.0,3,1.75,2090,7667,1.0,0,2,3,7,1200,890,1952,0,98115,47.7007,-122.312,1480,7666 +9829200325,20140617T000000,765000.0,3,2.0,1570,7000,2.0,0,2,4,8,1050,520,1971,0,98122,47.6061,-122.286,1990,6675 +723039189,20150102T000000,519000.0,3,1.75,1560,26099,1.0,0,3,4,8,1560,0,1973,0,98070,47.5023,-122.467,1760,19687 +1352300120,20140529T000000,262000.0,2,1.0,1500,4120,1.5,0,0,3,5,880,620,1928,0,98055,47.4857,-122.2,1300,4120 +5101404351,20140702T000000,550000.0,4,2.75,2160,5005,1.0,0,0,3,7,1430,730,1987,0,98115,47.6971,-122.302,1770,5326 +7211401485,20140606T000000,285000.0,2,1.0,780,5000,1.0,0,0,4,6,780,0,1943,0,98146,47.5112,-122.357,1030,5000 +5631500967,20150204T000000,476000.0,4,1.75,2340,17541,1.0,0,0,4,7,1360,980,1956,0,98028,47.745,-122.229,2250,9212 +2425049061,20140825T000000,2200000.0,3,2.0,3570,30456,1.0,0,1,3,8,2070,1500,1946,1982,98039,47.6413,-122.24,3570,27418 +7518503065,20140623T000000,335000.0,1,1.0,720,5100,1.0,0,0,3,6,720,0,1907,0,98117,47.6821,-122.38,1320,5100 +1796000120,20141023T000000,510000.0,4,2.0,2990,102366,1.0,0,0,4,8,2990,0,1974,0,98092,47.3068,-122.088,2820,57140 +1922059197,20140918T000000,291000.0,3,2.25,1860,13939,1.0,0,0,4,7,1860,0,1961,0,98030,47.3746,-122.217,1530,10018 +7849201020,20140821T000000,335000.0,4,1.75,1950,13440,1.5,0,0,4,6,1950,0,1931,0,98065,47.5232,-121.821,1300,7432 +1126049103,20140829T000000,415000.0,3,1.5,1860,9003,1.0,0,0,3,7,1490,370,1955,0,98028,47.7624,-122.26,2090,11574 +65000085,20140708T000000,430000.0,3,2.0,1550,6039,1.0,0,0,5,7,830,720,1942,0,98126,47.5436,-122.378,1330,6042 +9211510410,20150407T000000,270000.0,3,1.75,1610,6205,1.0,0,0,4,7,1210,400,1979,0,98023,47.3004,-122.383,1780,8056 +2301400325,20150407T000000,760000.0,3,2.0,1810,4500,1.0,0,0,4,7,980,830,1906,0,98117,47.681,-122.359,1800,4500 +7132300540,20150508T000000,450000.0,2,2.0,1730,4248,2.0,0,0,3,7,1730,0,1905,0,98144,47.5933,-122.308,1380,4000 +323059103,20150403T000000,425000.0,3,2.5,1230,23522,1.0,0,0,4,7,1230,0,1978,0,98059,47.515,-122.162,2340,23522 +4083306705,20141121T000000,725000.0,4,2.5,2130,3420,1.5,0,0,4,7,1730,400,1916,0,98103,47.649,-122.336,1520,3420 +1245001216,20140721T000000,700000.0,3,2.75,2190,11060,1.0,0,0,4,7,1610,580,1973,0,98033,47.6893,-122.208,2020,8588 +293760210,20140826T000000,998000.0,5,4.5,4130,10404,2.0,0,0,3,10,4130,0,2004,0,98029,47.5556,-122.03,3890,11531 +3782400040,20150508T000000,396000.0,3,2.25,1680,9766,2.0,0,0,3,7,1680,0,1989,0,98019,47.7341,-121.981,1590,9757 +2726049164,20140605T000000,547000.0,3,2.5,1480,8381,1.0,0,0,4,7,1480,0,1968,0,98125,47.7078,-122.288,1710,8050 +9183701085,20150415T000000,302000.0,4,1.5,1790,10200,1.0,0,0,4,8,1210,580,1963,0,98030,47.3774,-122.225,1540,6600 +1623300325,20141021T000000,999000.0,5,3.5,2810,2700,2.0,0,0,5,9,1900,910,1910,0,98117,47.6799,-122.363,1510,3800 +7987401010,20140703T000000,633000.0,4,2.5,2360,10000,1.0,0,3,3,8,1980,380,1977,0,98126,47.573,-122.374,2480,5000 +2131200065,20141211T000000,265800.0,3,1.75,1460,7361,1.0,0,0,3,6,1460,0,1982,0,98019,47.7436,-121.979,1460,7505 +6141600065,20141016T000000,530000.0,3,2.25,2160,8114,1.0,0,0,3,8,1460,700,1960,0,98133,47.7176,-122.35,2160,8000 +1562100220,20150501T000000,605000.0,6,2.0,2610,9132,1.0,0,0,4,8,1320,1290,1965,0,98007,47.622,-122.14,2170,8000 +7853300970,20150421T000000,489000.0,4,2.5,2170,4587,2.0,0,0,3,7,2170,0,2006,0,98065,47.5396,-121.889,2170,5211 +8687800065,20140702T000000,305000.0,2,1.0,2160,12960,1.0,0,0,3,7,1360,800,1968,0,98168,47.4702,-122.261,2070,12960 +1504800097,20140613T000000,513000.0,4,2.75,2020,7070,1.0,0,0,5,7,1010,1010,1958,0,98126,47.5202,-122.378,1390,6000 +3630160610,20140716T000000,765000.0,4,2.5,2980,5000,2.0,0,0,3,10,2980,0,2006,0,98027,47.5431,-121.997,3140,5500 +6852700477,20140916T000000,550000.0,2,1.5,1300,2970,1.0,0,0,3,7,990,310,1903,0,98102,47.6233,-122.319,1700,3000 +2592220040,20140724T000000,974350.0,4,2.5,3090,10730,2.0,0,0,5,8,2420,670,1985,0,98006,47.5458,-122.141,2220,7875 +7524950730,20150327T000000,653675.0,4,2.25,2280,7229,2.0,0,0,4,8,2280,0,1984,0,98027,47.5609,-122.081,2320,7735 +1545807920,20141015T000000,245000.0,3,1.75,1260,8614,1.0,0,0,4,7,1260,0,1985,0,98038,47.3586,-122.056,1600,8614 +3213200180,20150505T000000,700180.0,2,1.75,1530,4387,1.0,0,0,3,8,1020,510,1952,0,98115,47.6726,-122.264,1870,5029 +3577300040,20150430T000000,510000.0,3,2.5,1830,8133,1.0,0,0,3,8,1390,440,1996,0,98028,47.7478,-122.247,2310,11522 +2064800610,20141025T000000,390000.0,3,2.5,1610,10292,1.0,0,0,4,7,1190,420,1969,0,98056,47.5349,-122.174,1940,8700 +7215730120,20150504T000000,606500.0,3,2.5,2170,5500,2.0,0,0,3,8,2170,0,2000,0,98075,47.5975,-122.018,2170,5862 +629800540,20140909T000000,1500000.0,4,4.25,5020,26319,2.0,0,0,3,12,5020,0,1998,0,98074,47.6008,-122.01,4930,26319 +7575610760,20150507T000000,290000.0,3,2.25,1620,7772,2.0,0,0,4,8,1620,0,1988,0,98003,47.3521,-122.302,1710,6455 +104500730,20150224T000000,115000.0,3,1.75,1080,7942,1.0,0,0,3,7,1080,0,1981,0,98023,47.3141,-122.355,1380,8244 +8137500730,20140507T000000,500000.0,3,2.5,1940,37565,1.0,0,0,4,8,1940,0,1987,0,98027,47.4801,-122.063,2560,37565 +9543000205,20150413T000000,139950.0,0,0.0,844,4269,1.0,0,0,4,7,844,0,1913,0,98001,47.2781,-122.25,1380,9600 +3543900418,20140515T000000,580050.0,3,2.5,2360,4638,2.0,0,3,3,9,2360,0,1996,0,98115,47.6837,-122.321,1620,4638 +8929000230,20150306T000000,550000.0,3,2.5,2010,2261,2.0,0,0,3,8,1390,620,2014,0,98029,47.5514,-121.998,1690,1899 +2856100360,20150409T000000,465000.0,3,1.0,800,3060,1.5,0,0,4,6,800,0,1903,0,98117,47.6769,-122.389,1180,3060 +6413600276,20150324T000000,354950.0,3,1.0,970,5922,1.5,0,0,3,7,970,0,1949,0,98125,47.719,-122.321,1730,6128 +8562720230,20141107T000000,980000.0,4,3.25,3720,7150,2.0,0,2,3,11,3720,0,2007,0,98027,47.5359,-122.069,4040,7442 +3579000410,20140905T000000,500000.0,3,2.25,2010,7447,2.0,0,0,3,8,2010,0,1985,0,98028,47.747,-122.248,2230,7846 +3856904655,20150329T000000,667750.0,4,1.0,1430,4080,1.5,0,0,3,7,1430,0,1924,0,98105,47.6696,-122.324,1760,4080 +8832900360,20150428T000000,735000.0,3,1.75,2250,11520,1.0,0,1,3,8,2250,0,1956,0,98028,47.7619,-122.268,2730,12445 +4058200040,20140917T000000,361000.0,3,1.75,2130,8742,1.0,0,3,3,7,1330,800,1955,0,98178,47.5057,-122.231,2380,7448 +4178501020,20150105T000000,276750.0,3,2.0,1620,12482,1.0,0,0,4,7,1290,330,1989,0,98042,47.3584,-122.086,1560,8499 +8562790730,20140822T000000,760000.0,4,3.25,3140,3680,2.0,0,0,3,10,2310,830,2009,0,98027,47.5319,-122.076,2620,2664 +455000841,20140829T000000,475000.0,2,1.0,870,7975,1.0,0,2,3,7,870,0,1946,0,98107,47.6698,-122.361,1080,5722 +2154900330,20140827T000000,234000.0,4,2.5,1820,8217,1.0,0,0,3,7,1120,700,1987,0,98001,47.263,-122.242,1310,8217 +8159610150,20141117T000000,234950.0,3,2.0,1510,9153,1.0,0,0,4,7,1510,0,1974,0,98001,47.3412,-122.273,1780,9286 +1545800730,20150222T000000,269950.0,2,1.75,1320,7540,1.0,0,0,3,7,1320,0,1968,0,98038,47.3634,-122.052,1570,7540 +3904980360,20150112T000000,495000.0,3,2.5,1800,7318,2.0,0,0,3,8,1800,0,1989,0,98029,47.5747,-122.008,1800,5414 +5100403321,20150318T000000,438000.0,2,1.0,1120,6380,1.0,0,0,3,7,1120,0,1942,1994,98115,47.6951,-122.316,1230,6380 +1326069151,20150224T000000,260000.0,3,1.75,2160,22702,1.0,0,0,4,7,2160,0,1981,0,98019,47.7355,-121.982,1820,22687 +629410180,20141208T000000,697000.0,4,2.5,3220,6399,2.0,0,0,3,9,3220,0,2004,0,98075,47.5883,-121.991,2850,6399 +7452500815,20150310T000000,212625.0,2,1.0,960,5000,1.0,0,0,3,6,960,0,1951,0,98126,47.5188,-122.372,930,5000 +6840701135,20141110T000000,593000.0,5,2.5,2640,4400,1.5,0,0,5,7,1840,800,1925,0,98122,47.605,-122.3,1720,4400 +5104512060,20141212T000000,410000.0,4,3.0,2430,7243,2.0,0,0,3,8,2430,0,2003,0,98038,47.3533,-122.016,2430,7084 +2917200365,20140610T000000,445434.0,2,1.0,1470,7137,1.0,0,0,3,7,1020,450,1941,0,98103,47.7008,-122.352,1470,7067 +5151600040,20140911T000000,200126.0,3,2.5,2040,15463,1.0,0,0,3,8,1340,700,1968,0,98003,47.3334,-122.322,2370,12672 +2025700790,20140811T000000,290700.0,3,2.5,1670,6666,2.0,0,0,4,7,1670,0,1992,0,98038,47.3488,-122.033,1370,6170 +7686204675,20150129T000000,248000.0,4,1.0,1010,7515,1.0,0,0,4,6,1010,0,1955,0,98198,47.4174,-122.316,1330,7515 +126039305,20141013T000000,345000.0,1,1.0,540,10125,1.0,0,0,3,5,540,0,1961,0,98177,47.7739,-122.358,1840,10125 +1930300915,20140820T000000,525000.0,3,1.0,1240,4800,1.0,0,0,3,7,800,440,1951,0,98103,47.6563,-122.353,1440,4800 +9477100330,20141212T000000,400000.0,3,1.75,1510,8385,1.0,0,0,3,7,1510,0,1968,0,98034,47.7279,-122.195,1570,7480 +513000665,20150408T000000,532000.0,3,1.0,1820,5750,1.0,0,0,3,7,1120,700,1918,0,98116,47.5773,-122.383,1500,5750 +8581400450,20141028T000000,159995.0,2,1.0,1000,5026,1.0,0,0,5,5,760,240,1915,0,98002,47.297,-122.225,990,5026 +1061500360,20141016T000000,287000.0,5,1.5,2040,11772,1.0,0,0,4,7,1030,1010,1963,0,98056,47.5015,-122.166,1560,9435 +1373800330,20150420T000000,1115000.0,4,2.5,3690,11191,1.0,0,3,4,10,2190,1500,1951,0,98199,47.6434,-122.412,3460,8160 +2597520790,20150423T000000,765000.0,3,2.5,2310,11993,2.0,0,0,3,9,2310,0,1988,0,98006,47.5438,-122.139,2830,10031 +2525300540,20141114T000000,185000.0,3,1.5,1090,9605,1.0,0,0,4,6,1090,0,1969,0,98038,47.3609,-122.028,1160,10487 +3797000035,20140521T000000,430000.0,3,1.0,1150,3000,1.0,0,0,5,6,1150,0,1906,0,98103,47.6867,-122.345,1460,3200 +3709600180,20140526T000000,346000.0,4,2.5,2100,3916,2.0,0,0,3,8,2100,0,2009,0,98058,47.4324,-122.185,2100,3916 +3902300210,20140715T000000,607000.0,4,2.75,2150,16728,1.0,0,0,4,8,1240,910,1982,0,98033,47.6915,-122.183,2200,9257 +2113700620,20140804T000000,417000.0,3,1.5,2500,6000,1.5,0,0,5,7,1730,770,1941,1984,98106,47.5297,-122.354,1340,5000 +5700003705,20140619T000000,930000.0,5,2.0,3530,9385,1.5,0,0,3,9,3530,0,1925,0,98144,47.5774,-122.285,4100,9203 +34001540,20150423T000000,573300.0,2,1.75,1290,6600,1.0,0,2,3,7,870,420,1951,0,98136,47.531,-122.39,2380,7370 +2976800145,20150406T000000,260000.0,4,1.75,2010,10816,1.0,0,0,3,7,1410,600,1955,0,98178,47.5048,-122.251,1610,9360 +7549801385,20140612T000000,280000.0,1,0.75,420,6720,1.0,0,0,3,5,420,0,1922,0,98108,47.552,-122.311,1420,6720 +9103000360,20141218T000000,825000.0,4,2.5,2180,4000,2.0,0,0,3,8,2180,0,1920,2005,98122,47.6186,-122.288,2660,4000 +7304300720,20140610T000000,307000.0,4,1.0,1150,8184,1.5,0,0,3,6,1150,0,1947,0,98155,47.7431,-122.319,990,8184 +1254200835,20140813T000000,595000.0,4,1.75,2000,5100,1.0,0,0,4,7,1130,870,1949,0,98117,47.6798,-122.391,1540,5100 +8562700410,20150415T000000,528000.0,5,1.75,2780,7786,1.0,0,0,3,8,1390,1390,1966,0,98052,47.6694,-122.157,2130,7918 +7558800620,20140822T000000,600000.0,2,1.75,1550,7764,1.0,1,4,4,8,1550,0,1965,1986,98070,47.358,-122.446,1690,11620 +2122049038,20150302T000000,275000.0,2,1.0,2180,12875,1.0,0,0,3,7,1480,700,1959,0,98198,47.3757,-122.303,1800,7447 +2397101075,20140702T000000,782000.0,2,1.5,1570,3600,1.5,0,2,4,7,1320,250,1906,0,98119,47.6366,-122.363,2140,3600 +7695470120,20140808T000000,610000.0,3,2.5,2260,33042,1.0,0,0,3,9,1660,600,1986,0,98077,47.7634,-122.086,2600,40115 +4083304700,20141125T000000,488000.0,3,1.0,1600,3200,1.5,0,0,3,7,1600,0,1909,0,98103,47.653,-122.331,1860,3420 +7857001225,20150403T000000,320000.0,3,1.0,1630,5000,1.0,0,0,3,7,930,700,1954,0,98108,47.5497,-122.295,1630,5480 +4356200210,20150318T000000,153500.0,3,1.0,890,4810,1.0,0,0,3,6,890,0,1910,0,98118,47.5153,-122.266,1230,6057 +3840700205,20150319T000000,414500.0,3,1.0,1350,9450,1.0,0,0,3,7,1350,0,1979,0,98034,47.7186,-122.236,1460,9461 +7739100155,20140804T000000,750000.0,5,1.75,2850,11860,1.0,0,0,3,9,2850,0,1951,0,98155,47.7503,-122.28,2640,11604 +1720069029,20150313T000000,349990.0,3,1.0,1350,165092,1.0,0,3,5,6,1350,0,1925,0,98022,47.2217,-122.063,2300,211266 +921049141,20141201T000000,645000.0,3,2.25,3280,79279,1.0,0,0,3,10,3280,0,2001,0,98003,47.3207,-122.293,1860,24008 +6909700205,20150406T000000,425000.0,2,1.0,1090,6000,1.0,0,0,3,7,1090,0,1922,0,98144,47.5886,-122.292,1960,5000 +2725069164,20140805T000000,785000.0,4,2.5,2990,9374,2.0,0,0,3,9,2990,0,2003,0,98074,47.6287,-122.024,2440,8711 +3523069060,20141107T000000,290000.0,3,1.75,1340,63597,1.0,0,0,4,7,1340,0,1963,0,98038,47.4379,-122.011,1950,87120 +3523069060,20150401T000000,415000.0,3,1.75,1340,63597,1.0,0,0,4,7,1340,0,1963,0,98038,47.4379,-122.011,1950,87120 +4302200790,20140814T000000,248500.0,2,1.0,720,5160,1.0,0,0,3,6,720,0,1949,0,98106,47.5274,-122.357,990,5160 +8899210610,20140723T000000,325000.0,3,2.5,2330,8627,1.0,0,0,4,7,1480,850,1980,0,98055,47.4543,-122.21,1940,9607 +5631500905,20140723T000000,272925.0,2,1.0,1280,5728,1.5,0,0,5,6,1280,0,1941,0,98028,47.7477,-122.232,2480,9775 +2770601530,20140826T000000,500000.0,2,2.25,1570,1269,2.0,0,0,3,9,1280,290,2015,0,98199,47.6514,-122.385,1570,6000 +7831800411,20141020T000000,250000.0,4,1.75,1510,5500,1.5,0,0,3,7,1510,0,1920,0,98106,47.535,-122.359,1320,6431 +326049103,20140922T000000,470000.0,4,2.5,2470,8536,2.0,0,0,3,8,2470,0,2002,0,98155,47.7699,-122.292,1690,8840 +1231001115,20141001T000000,440000.0,2,1.0,1190,3400,1.0,0,0,4,7,990,200,1917,0,98118,47.5539,-122.268,1180,4000 +1041440360,20150105T000000,299999.0,4,2.5,1981,4828,2.0,0,0,3,8,1981,0,2013,0,98092,47.3252,-122.167,1981,3783 +5001700040,20150327T000000,255000.0,3,1.75,1590,7810,1.0,0,0,4,7,1590,0,1959,0,98002,47.2932,-122.22,1470,7810 +4037200665,20140813T000000,415950.0,3,1.75,1150,7700,1.0,0,0,3,7,1150,0,1957,0,98008,47.6048,-122.121,1650,8000 +5249802520,20140805T000000,402000.0,5,2.75,2160,7200,1.5,0,0,3,7,1220,940,1955,0,98118,47.5576,-122.273,1900,7200 +3585300410,20150424T000000,729000.0,3,1.5,1770,30689,1.0,0,4,3,9,1770,0,1953,0,98177,47.7648,-122.37,2650,30280 +1624049087,20140917T000000,635000.0,2,2.5,2470,8840,2.0,0,0,4,8,1780,690,2001,0,98108,47.5693,-122.301,1940,8840 +8121200530,20141008T000000,479000.0,3,2.5,1710,8998,2.0,0,0,3,8,1710,0,1982,0,98052,47.7236,-122.11,1710,9859 +6705120540,20141222T000000,462370.0,2,2.25,1860,2670,2.0,0,0,4,8,1860,0,1986,0,98006,47.5436,-122.187,1860,2531 +3353402390,20150501T000000,171500.0,3,1.0,1150,6480,1.5,0,0,4,5,1150,0,1946,0,98001,47.2642,-122.258,1100,7300 +6190000035,20140715T000000,925000.0,5,3.0,3850,9457,2.0,0,0,4,9,2910,940,1963,0,98177,47.727,-122.362,2830,9608 +1313000220,20140513T000000,675000.0,5,3.0,3410,9600,1.0,0,0,4,8,1870,1540,1968,0,98052,47.6358,-122.103,2390,9679 +921059161,20140623T000000,320000.0,4,1.5,1890,43560,1.0,0,0,4,8,1890,0,1974,0,98092,47.3267,-122.166,2376,5820 +1823069279,20140520T000000,499950.0,5,3.5,3200,43560,2.0,0,0,3,7,3200,0,1989,0,98059,47.475,-122.093,2730,43560 +826059152,20141117T000000,435000.0,5,1.0,2170,65340,1.5,0,0,4,7,1670,500,1930,0,98011,47.7555,-122.204,3170,12884 +4136930360,20140605T000000,359800.0,4,2.5,2390,6426,2.0,0,0,3,9,2390,0,1999,0,98092,47.2586,-122.221,2520,6700 +7697870530,20140507T000000,239900.0,3,2.0,1410,7566,1.0,0,0,3,7,1410,0,1985,0,98030,47.3674,-122.182,1570,7210 +1024000109,20140710T000000,295000.0,2,1.0,740,4459,1.0,0,2,3,5,740,0,1915,0,98116,47.5704,-122.409,1490,4700 +5112800234,20150304T000000,380000.0,3,2.5,2150,25705,1.5,0,0,3,6,2150,0,1980,2009,98058,47.4514,-122.089,1850,20160 +8122101115,20150421T000000,435000.0,4,2.5,2180,6500,2.0,0,0,3,7,1410,770,1945,0,98126,47.5365,-122.37,920,6500 +6933600540,20140820T000000,508000.0,2,1.0,820,5040,1.0,0,0,3,7,820,0,1953,0,98199,47.6498,-122.388,1730,5760 +6169900790,20140620T000000,2400000.0,6,4.5,5480,10800,2.0,0,3,4,9,4430,1050,1999,0,98119,47.6307,-122.367,2970,7200 +8001210120,20140916T000000,234500.0,4,2.5,1960,7875,1.0,0,0,3,7,1220,740,1978,0,98001,47.3427,-122.274,2030,7650 +1931300870,20140528T000000,355000.0,2,1.0,1270,3200,1.0,0,0,4,7,960,310,1920,0,98103,47.6565,-122.348,1410,1320 +8651441210,20140801T000000,230000.0,3,2.0,1710,5200,1.0,0,0,5,7,1030,680,1977,0,98042,47.3651,-122.094,1390,5200 +1217000481,20150211T000000,345000.0,3,1.75,1930,9000,1.0,0,1,4,7,1150,780,1951,0,98166,47.4539,-122.348,1590,9000 +7925100271,20140520T000000,430000.0,3,1.75,1200,4500,1.0,0,0,5,7,1200,0,1906,0,98108,47.5553,-122.316,1340,4500 +1233100366,20141215T000000,500000.0,3,1.5,1680,17409,1.0,0,0,3,7,1680,0,1962,0,98033,47.6766,-122.176,1680,9101 +9250900124,20150505T000000,378000.0,4,1.0,1300,6075,1.0,0,0,5,7,1300,0,1954,0,98133,47.773,-122.349,1450,7320 +7852050220,20140808T000000,345000.0,3,2.5,1540,3237,2.0,0,0,3,7,1540,0,1999,0,98065,47.5299,-121.878,1780,3411 +9297301520,20150329T000000,410000.0,2,1.75,870,4000,1.0,0,0,3,6,870,0,1941,0,98126,47.5657,-122.376,1420,4000 +8615800325,20140822T000000,750000.0,2,2.25,1890,5400,2.0,0,0,5,8,1610,280,1905,0,98105,47.6688,-122.31,2820,4860 +9512500610,20150122T000000,485000.0,4,1.75,2050,8913,1.0,0,0,3,7,1330,720,1968,0,98052,47.6735,-122.151,1290,8550 +4311700120,20150317T000000,105000.0,3,1.0,880,18109,1.0,0,0,4,6,880,0,1970,0,98042,47.3634,-122.101,940,11193 +1930301325,20150423T000000,1025000.0,3,2.75,2780,4000,2.0,0,2,5,8,1960,820,1904,0,98103,47.6565,-122.355,1490,4800 +3888100133,20141014T000000,360000.0,3,1.0,1160,10988,1.0,0,0,3,7,1160,0,1965,0,98033,47.6818,-122.165,1670,51376 +9510900610,20141030T000000,294000.0,5,2.75,2300,7600,1.0,0,0,4,7,1400,900,1969,0,98023,47.3084,-122.372,1750,8500 +5469502060,20141009T000000,400000.0,4,2.5,3140,12792,2.0,0,0,4,9,3140,0,1977,0,98042,47.3863,-122.156,2510,12792 +2946002914,20150102T000000,325000.0,3,1.75,2300,6200,1.0,0,0,4,7,1150,1150,1970,0,98198,47.4176,-122.323,1740,6600 +7856640180,20140904T000000,770000.0,3,2.5,2900,23550,1.0,0,0,3,10,1490,1410,1987,0,98006,47.5708,-122.153,2900,19604 +6204200180,20140709T000000,443000.0,3,2.25,1920,8223,2.0,0,0,4,7,1920,0,1989,0,98011,47.735,-122.201,1940,7274 +5145100180,20140917T000000,325000.0,3,1.0,1150,7486,1.0,0,0,3,7,1150,0,1970,0,98034,47.7261,-122.219,1510,7486 +3905090410,20150123T000000,760000.0,4,2.5,3120,8792,2.0,0,0,4,9,3120,0,1992,0,98029,47.5699,-121.993,2150,7688 +5363200180,20140515T000000,640000.0,4,2.0,2560,7798,1.0,0,0,4,7,1890,670,1947,0,98115,47.6914,-122.296,1330,7798 +8806900040,20150406T000000,415000.0,3,2.0,1410,4303,1.5,0,0,4,7,1410,0,1900,0,98108,47.5541,-122.317,1660,4326 +3674400035,20140512T000000,156000.0,3,1.0,970,8580,1.0,0,0,3,7,970,0,1959,0,98003,47.3363,-122.311,1430,11907 +6648150150,20140922T000000,996000.0,3,3.25,3620,8131,2.0,0,0,4,10,2730,890,1988,0,98040,47.5776,-122.214,2040,3776 +9266700175,20150327T000000,415000.0,2,1.0,880,5100,1.0,0,0,4,7,880,0,1941,0,98103,47.694,-122.346,980,5100 +3678900450,20140926T000000,615000.0,3,1.75,1900,3783,1.5,0,0,5,7,1110,790,1927,0,98144,47.5742,-122.315,1530,5098 +9526600210,20141007T000000,717000.0,4,2.5,2540,4241,2.0,0,0,3,8,2540,0,2009,0,98052,47.7073,-122.112,3010,4929 +631000040,20150331T000000,548000.0,4,1.75,1690,7794,1.0,0,0,3,7,1090,600,1968,0,98033,47.6888,-122.203,1380,7325 +2026049122,20150401T000000,425000.0,3,1.5,1120,6653,1.0,0,0,4,7,1120,0,1937,0,98133,47.7321,-122.334,1580,7355 +7523850150,20141027T000000,325250.0,4,2.75,2130,9339,1.0,0,0,3,7,1330,800,1991,0,98198,47.3788,-122.316,2090,7628 +2326059080,20140801T000000,1225000.0,3,2.5,3420,79279,2.0,0,0,3,11,3420,0,1990,0,98052,47.7225,-122.126,4240,40500 +3211700035,20140625T000000,557500.0,3,1.75,1900,11165,1.0,0,0,4,7,1900,0,1959,0,98008,47.5789,-122.118,2030,11165 +9365700385,20140714T000000,1260500.0,4,2.5,3730,16950,2.0,0,0,3,10,3730,0,1990,0,98040,47.5678,-122.228,3200,16950 +2734100736,20140910T000000,249950.0,3,3.0,1790,2003,2.0,0,0,3,7,1480,310,2006,0,98108,47.5421,-122.321,1220,4000 +5029460180,20140916T000000,260000.0,4,2.75,2250,7345,1.0,0,0,4,8,1320,930,1984,0,98023,47.2895,-122.37,1800,6950 +632000065,20140611T000000,1989000.0,3,2.5,2880,13500,1.0,0,4,5,8,1520,1360,1950,0,98004,47.6281,-122.216,3710,20486 +6821101765,20140621T000000,442900.0,4,1.75,1780,2788,1.0,0,0,4,6,890,890,1943,0,98199,47.6511,-122.4,1760,5664 +7525050150,20140613T000000,475000.0,3,2.25,1580,12177,1.0,0,0,3,7,1200,380,1981,0,98074,47.6254,-122.045,1660,11374 +2591780180,20140813T000000,365000.0,5,2.75,3260,9253,2.0,0,0,3,8,3260,0,2004,0,98042,47.3674,-122.07,2770,8067 +4027700666,20150426T000000,780000.0,4,2.5,3180,9603,2.0,0,2,3,9,3180,0,2002,0,98155,47.7717,-122.277,2440,15261 +4083300620,20150227T000000,930000.0,3,1.75,2460,4240,1.0,0,0,4,7,1230,1230,1925,0,98103,47.6593,-122.337,1700,4240 +2303900035,20140611T000000,2888000.0,5,6.25,8670,64033,2.0,0,4,3,13,6120,2550,1965,2003,98177,47.7295,-122.372,4140,81021 +6300500515,20140818T000000,350000.0,3,1.0,1020,4980,1.0,0,0,4,7,850,170,1941,0,98133,47.7039,-122.34,970,4980 +6163900952,20141218T000000,357500.0,3,1.75,1630,9403,1.0,0,0,3,7,1630,0,1983,0,98155,47.757,-122.316,1430,8461 +5631500369,20140521T000000,520000.0,4,2.5,3290,11446,2.0,0,0,3,8,3290,0,1992,0,98028,47.7399,-122.234,2050,11933 +9558010230,20140509T000000,330000.0,4,2.5,1940,3784,2.0,0,0,3,8,1940,0,2003,0,98058,47.4513,-122.119,1940,4499 +9407102245,20140604T000000,310000.0,3,2.0,1350,11150,1.0,0,0,3,7,1110,240,1995,0,98045,47.446,-121.776,1290,10043 +1430800191,20150213T000000,279000.0,3,1.0,1110,6060,1.0,0,0,3,6,1110,0,1949,0,98166,47.4705,-122.352,1480,8100 +7635801371,20140725T000000,540000.0,4,1.5,2993,19400,2.0,0,0,4,7,2233,760,1921,0,98166,47.4692,-122.365,2060,15100 +2215450150,20140530T000000,322000.0,4,2.5,2280,7200,2.0,0,0,3,8,2280,0,1994,0,98030,47.3829,-122.207,2250,7200 +7146400040,20150312T000000,380000.0,5,3.25,3800,15500,1.0,0,0,3,7,2490,1310,1965,0,98032,47.3862,-122.28,2000,13980 +7635800180,20150428T000000,320000.0,2,1.0,850,8400,1.0,0,0,4,6,850,0,1941,0,98166,47.4696,-122.359,1280,8400 +114100297,20140922T000000,400000.0,3,1.75,1560,8456,1.0,0,0,5,7,1560,0,1970,0,98028,47.7769,-122.25,2230,13109 +6145601510,20140822T000000,412000.0,3,1.0,1000,3844,1.0,0,0,5,7,900,100,1928,0,98133,47.7031,-122.349,1000,3920 +9550200155,20150407T000000,887200.0,3,1.0,1400,5100,1.5,0,0,3,7,1400,0,1900,0,98103,47.6677,-122.333,1740,3060 +8122100905,20140624T000000,395000.0,4,1.75,1540,5120,1.0,0,0,5,6,770,770,1943,0,98126,47.5359,-122.372,1080,5120 +2025069025,20150429T000000,895000.0,4,3.0,3570,10273,1.5,0,3,3,9,2630,940,1935,2007,98074,47.6394,-122.077,3640,15324 +5595900210,20141119T000000,195000.0,2,1.0,800,5280,1.0,0,0,5,6,800,0,1918,0,98022,47.205,-121.995,1240,7670 +3157600325,20140620T000000,390000.0,3,1.0,1160,3750,1.5,0,0,3,7,1160,0,1910,0,98106,47.5652,-122.359,1530,3750 +1432400120,20141111T000000,165000.0,3,1.0,1010,7690,1.0,0,0,4,6,1010,0,1958,0,98058,47.4501,-122.176,1010,7619 +1432400120,20150508T000000,255000.0,3,1.0,1010,7690,1.0,0,0,4,6,1010,0,1958,0,98058,47.4501,-122.176,1010,7619 +3811000230,20150316T000000,589000.0,4,2.25,2390,57599,2.0,0,0,3,8,2390,0,1981,0,98053,47.6651,-122.067,2390,38186 +8665050770,20140619T000000,505000.0,3,2.5,1610,4611,2.0,0,0,3,8,1610,0,1996,0,98029,47.5678,-122.004,1730,4461 +2976800360,20150223T000000,335750.0,3,3.0,2400,7260,1.0,0,0,3,7,1440,960,1955,0,98178,47.5045,-122.251,1060,7200 +871001484,20150115T000000,719000.0,3,1.75,1800,5816,1.0,0,0,5,7,900,900,1947,0,98199,47.6529,-122.407,1650,5816 +9528104910,20140909T000000,796000.0,4,3.25,2110,3000,2.0,0,0,3,8,2110,0,2001,0,98115,47.6769,-122.328,1780,4000 +6929602721,20150408T000000,95000.0,2,1.0,960,7000,1.0,0,0,3,4,960,0,1918,0,98198,47.3864,-122.307,1850,8120 +7203600530,20140529T000000,525000.0,3,3.0,2600,5238,1.5,0,3,3,9,1890,710,1989,0,98198,47.3448,-122.327,2220,4853 +2206500395,20140515T000000,417000.0,3,1.5,1340,10224,1.0,0,0,4,7,1340,0,1956,0,98006,47.5752,-122.157,1340,10440 +9277200180,20150420T000000,410000.0,3,1.0,1410,5000,1.0,0,0,3,6,980,430,1925,0,98116,47.5769,-122.397,1410,5000 +6672900220,20150112T000000,984000.0,4,2.25,2390,12292,1.0,0,0,5,9,2390,0,1962,0,98040,47.5528,-122.221,2870,12337 +1139000072,20150403T000000,325000.0,2,1.5,1180,834,3.0,0,0,3,8,1180,0,2009,0,98133,47.7074,-122.356,1180,1207 +7229900975,20140507T000000,314950.0,3,1.0,1040,16986,1.0,0,0,4,7,1040,0,1968,0,98059,47.4812,-122.097,1660,16986 +5631500594,20140923T000000,350000.0,3,2.25,1840,9929,1.0,0,0,3,7,1200,640,1987,0,98028,47.7408,-122.236,1710,9929 +6861700156,20141027T000000,1045000.0,4,2.25,2630,4000,2.0,0,0,5,9,1810,820,1909,0,98102,47.6393,-122.317,2370,4700 +6388930620,20140710T000000,657000.0,4,2.5,2640,25038,2.0,0,0,4,8,2640,0,1995,0,98056,47.5277,-122.174,2630,16668 +2887970040,20150408T000000,234950.0,2,2.5,1720,3132,2.0,0,0,3,8,1720,0,1999,0,98042,47.3728,-122.157,1740,4220 +726049213,20150320T000000,410000.0,4,1.75,2320,7500,1.0,0,0,3,7,1220,1100,1955,0,98133,47.7574,-122.343,2230,7500 +442000210,20150417T000000,625000.0,3,1.75,1840,5664,2.0,0,0,3,7,1270,570,1948,0,98115,47.6899,-122.283,1480,5664 +5525400530,20150423T000000,706000.0,5,2.5,2890,15891,2.0,0,0,3,9,2890,0,1990,0,98059,47.5286,-122.16,2590,10556 +6093000065,20140519T000000,485000.0,3,1.75,2200,7706,2.0,0,2,3,7,2200,0,1908,1988,98198,47.3878,-122.326,1170,70973 +7519000085,20141002T000000,685000.0,4,2.75,1660,5150,1.5,0,0,5,7,1280,380,1928,0,98117,47.6835,-122.362,1490,4017 +2525310220,20141016T000000,242050.0,3,2.5,2170,9900,1.0,0,0,3,7,1690,480,1980,0,98038,47.3634,-122.031,1420,10614 +3630120970,20140922T000000,770000.0,3,3.25,3310,5000,2.0,0,0,3,9,3310,0,2006,0,98029,47.5558,-122.001,2670,4907 +1232001985,20150428T000000,557000.0,2,1.5,1450,3840,1.0,0,0,3,7,950,500,1947,0,98117,47.684,-122.381,1450,3840 +3422049158,20140711T000000,246000.0,3,1.75,1440,11325,1.0,0,0,4,8,1440,0,1966,0,98001,47.3503,-122.279,1440,20000 +2501600150,20150310T000000,194000.0,4,2.0,1760,7700,1.0,0,0,4,7,1760,0,1962,0,98003,47.3299,-122.318,1870,7316 +3326059254,20141124T000000,720000.0,3,2.5,3170,7187,2.0,0,0,3,9,3170,0,2005,0,98033,47.6934,-122.166,2790,7336 +2624049103,20150325T000000,449000.0,2,1.0,1250,4576,1.0,0,0,3,6,1040,210,1925,0,98118,47.5387,-122.266,1550,5000 +1525069095,20140619T000000,925000.0,4,2.5,3280,209088,2.0,0,0,3,10,3280,0,1994,0,98053,47.6553,-122.023,2460,39498 +4077800455,20150326T000000,570000.0,4,3.0,2460,10401,1.0,0,0,5,7,1700,760,1947,0,98125,47.7106,-122.285,1470,7727 +968000120,20141112T000000,395000.0,3,2.0,1470,10125,1.0,0,0,4,7,1470,0,1962,0,98011,47.7751,-122.222,1440,10125 +629000704,20140729T000000,1000000.0,4,2.0,1780,15648,1.5,0,0,5,8,1780,0,1918,0,98004,47.5849,-122.198,2320,14963 +7129300175,20140701T000000,406000.0,4,1.0,1580,8475,1.5,0,2,4,7,1580,0,1928,0,98178,47.5104,-122.254,1700,5650 +2887703186,20141023T000000,574800.0,3,1.5,1630,2946,1.5,0,0,4,8,1630,0,1932,0,98115,47.6865,-122.31,1550,3800 +3832500790,20150420T000000,309000.0,4,2.0,2240,9240,1.0,0,0,3,7,1120,1120,1968,0,98032,47.3666,-122.288,2040,8250 +2423069170,20140603T000000,770000.0,3,2.5,2430,54059,2.0,0,0,3,10,2430,0,1987,0,98027,47.4664,-121.992,2910,49658 +225039029,20150317T000000,525000.0,3,1.5,1940,5625,1.0,0,0,4,7,1440,500,1941,0,98117,47.6818,-122.388,1460,5500 +7852180650,20140718T000000,419000.0,3,2.5,1970,4058,2.0,0,0,3,7,1970,0,2004,0,98065,47.5308,-121.853,2340,4067 +5422500220,20150411T000000,479000.0,4,2.5,2050,6705,1.0,0,0,4,7,1230,820,1973,0,98034,47.7242,-122.217,1610,7292 +8649400790,20150113T000000,160000.0,3,1.0,1340,18552,1.5,0,0,4,5,1340,0,1935,0,98014,47.7129,-121.325,960,15141 +2473001210,20140916T000000,333000.0,4,1.75,1880,9880,1.0,0,0,4,8,1880,0,1967,0,98058,47.4551,-122.151,1880,9600 +9485700175,20140930T000000,310000.0,2,1.0,860,12160,1.0,0,0,4,6,860,0,1921,0,98106,47.5267,-122.361,1010,7611 +7694800180,20150205T000000,666000.0,3,2.5,2140,2868,2.0,0,0,3,8,1770,370,2007,0,98052,47.6668,-122.132,2140,2527 +7936500109,20140725T000000,2230000.0,3,3.0,3620,28064,2.0,1,4,5,10,2370,1250,1977,0,98136,47.5516,-122.398,2550,34713 +104560540,20140917T000000,310000.0,4,2.75,2370,7320,2.0,0,0,3,7,2370,0,1989,0,98023,47.3071,-122.36,1960,7320 +8161000220,20141227T000000,350000.0,3,2.5,1860,21876,2.0,0,0,3,8,1860,0,1992,0,98014,47.6455,-121.901,2450,21876 +2487200775,20140512T000000,610000.0,4,3.0,2110,5000,1.5,0,2,4,7,1640,470,1930,0,98136,47.5195,-122.391,1380,5000 +3905030330,20141008T000000,564800.0,3,2.25,1990,8501,2.0,0,0,3,8,1990,0,1991,0,98029,47.5707,-121.996,2090,6459 +2881700522,20150421T000000,438000.0,3,2.25,1820,9150,1.0,0,0,3,7,1320,500,1961,0,98133,47.737,-122.334,1780,8055 +7856620870,20140813T000000,855000.0,3,2.0,3120,9400,1.0,0,0,5,9,1820,1300,1978,0,98006,47.5612,-122.15,2770,9500 +179001046,20140508T000000,229000.0,3,2.5,1190,3000,2.0,0,0,3,7,1190,0,2002,0,98178,47.4933,-122.275,1190,3000 +7562100065,20140725T000000,260000.0,3,2.0,1170,5450,1.0,0,0,5,6,1170,0,1902,0,98118,47.5276,-122.273,1340,6384 +6891800360,20140918T000000,609000.0,3,2.5,2630,10131,2.0,0,0,3,9,2630,0,1989,0,98028,47.7695,-122.259,2800,10123 +7211400760,20140528T000000,277000.0,4,1.0,1450,6250,1.0,0,0,3,6,990,460,1964,0,98146,47.5131,-122.357,1440,4000 +123039207,20141209T000000,283000.0,4,2.0,2100,8160,1.0,0,0,3,7,1200,900,1959,0,98106,47.5145,-122.365,1140,8160 +3426049124,20150318T000000,334000.0,2,1.75,1680,8367,1.0,0,0,3,6,840,840,1914,0,98115,47.6976,-122.288,1830,6720 +4222500410,20150226T000000,267000.0,4,1.75,2000,7350,1.0,0,0,3,7,1100,900,1963,0,98003,47.3428,-122.303,1720,7350 +6716700325,20140714T000000,385000.0,3,1.0,1030,3000,1.0,0,0,3,7,830,200,1924,0,98115,47.6813,-122.317,1830,3000 +431500155,20141024T000000,640000.0,5,1.75,2020,6565,1.0,0,0,3,8,1120,900,1956,0,98115,47.6821,-122.283,2020,6552 +626059220,20150506T000000,532500.0,4,2.0,2220,23750,1.0,0,0,3,7,2220,0,1963,0,98011,47.7759,-122.214,2650,21167 +1328340540,20140523T000000,335000.0,4,2.5,1750,8476,1.0,0,0,4,7,1240,510,1983,0,98058,47.4447,-122.137,1660,7875 +9269200120,20141030T000000,415000.0,3,2.5,1710,4920,2.0,0,0,3,7,1710,0,1990,0,98126,47.5347,-122.376,1500,4920 +2225059170,20140917T000000,1098000.0,6,3.25,3560,107362,1.5,0,0,4,8,2760,800,1963,0,98005,47.6356,-122.15,3210,35001 +8835900220,20140828T000000,1442500.0,2,2.5,2720,16637,1.0,0,3,3,10,2160,560,1953,0,98118,47.5499,-122.264,2880,7320 +3192000085,20140807T000000,180000.0,3,1.0,1010,10215,1.0,0,0,3,6,1010,0,1955,0,98146,47.4872,-122.345,1320,10245 +5104520610,20140714T000000,335000.0,4,2.5,1830,4500,2.0,0,0,3,7,1830,0,2004,0,98038,47.3504,-122.005,2080,5100 +3530210180,20140723T000000,835000.0,4,3.0,4480,42717,2.0,0,0,3,9,4480,0,1987,0,98077,47.7711,-122.088,3140,41632 +6840701225,20141003T000000,592500.0,4,1.5,2080,4400,1.5,0,0,3,7,2080,0,1925,0,98122,47.606,-122.299,1680,4400 +7979900210,20140808T000000,418900.0,3,1.5,1470,11112,1.0,0,0,3,7,1470,0,1954,0,98155,47.7462,-122.294,1460,11407 +3343901183,20140709T000000,340000.0,3,1.0,1600,7324,1.0,0,0,4,7,1600,0,1958,0,98056,47.5054,-122.19,1430,7249 +5249804825,20140702T000000,545000.0,3,2.0,1340,7200,1.5,0,0,4,7,1340,0,1923,0,98118,47.5601,-122.265,1630,5760 +1234000704,20150403T000000,1378000.0,5,3.5,3680,8680,2.0,0,0,3,9,3680,0,2003,0,98033,47.6575,-122.197,2020,8847 +646910150,20150326T000000,183750.0,3,2.5,1770,3451,2.0,0,0,3,7,1770,0,2004,0,98055,47.4325,-122.197,1490,2138 +9407001320,20140522T000000,295000.0,4,2.0,980,10640,1.0,0,0,5,7,980,0,1978,0,98045,47.4462,-121.773,1230,9750 +9527000180,20140711T000000,625000.0,4,3.0,2530,5625,1.0,0,0,3,8,1470,1060,1976,0,98034,47.7094,-122.233,1840,7070 +7225000155,20140609T000000,290000.0,4,3.0,2390,4500,2.0,0,0,3,7,2390,0,1974,0,98055,47.4872,-122.204,1320,4500 +3622069103,20150123T000000,760000.0,4,2.5,3600,155509,2.0,0,0,3,9,3600,0,2004,0,98010,47.3538,-121.986,3410,34412 +3345100286,20150219T000000,560000.0,4,2.5,3270,24750,1.0,0,0,4,8,1690,1580,1979,0,98056,47.5221,-122.178,1520,13480 +203100910,20140923T000000,475000.0,5,2.5,2300,28480,2.0,0,0,3,6,2300,0,1994,0,98053,47.6403,-121.964,1880,26720 +1257201530,20140513T000000,620000.0,3,1.0,1710,4050,1.5,0,0,3,7,1710,0,1909,0,98103,47.6732,-122.331,1790,4896 +3083000365,20150508T000000,330000.0,4,2.0,1170,4000,1.0,0,0,3,7,1170,0,1955,0,98144,47.5797,-122.305,1720,4000 +1245000865,20150408T000000,620000.0,3,2.25,1990,6256,1.0,0,0,3,7,1390,600,1960,0,98033,47.6903,-122.206,2080,9300 +5104220120,20150107T000000,320000.0,4,1.75,1710,10480,1.5,0,0,4,6,1710,0,1969,0,98059,47.4743,-122.143,1750,10480 +9828701608,20140915T000000,525000.0,3,2.5,1740,2350,2.0,0,0,3,8,1120,620,1996,0,98112,47.6206,-122.297,1750,3802 +98020410,20140721T000000,802500.0,4,3.75,3320,8030,2.0,0,0,3,10,3320,0,2005,0,98075,47.5818,-121.972,3740,8030 +3416601021,20140926T000000,569500.0,4,1.0,1960,3194,2.0,0,0,3,7,1960,0,1907,0,98144,47.6005,-122.296,1870,4200 +3052700610,20141216T000000,850000.0,6,3.5,2820,5400,1.0,0,0,3,8,1620,1200,1958,0,98117,47.6791,-122.374,1560,2276 +8818400155,20150405T000000,630000.0,3,1.0,1590,4080,1.5,0,0,3,7,1590,0,1922,0,98105,47.662,-122.326,1570,4080 +8562901830,20140805T000000,454800.0,4,2.25,2490,10720,1.0,0,1,4,7,1400,1090,1979,0,98074,47.6137,-122.06,3080,10720 +8651430870,20150303T000000,177000.0,3,1.0,870,5200,1.0,0,0,5,6,870,0,1969,0,98042,47.3695,-122.081,870,5200 +721049207,20140619T000000,275000.0,3,1.75,1860,15681,1.0,0,0,4,7,1860,0,1971,0,98023,47.3191,-122.339,1860,22979 +3463400330,20150416T000000,460000.0,3,2.0,2930,29136,2.0,0,0,3,8,2240,690,1990,0,98010,47.3102,-122.042,2110,29362 +6003500995,20140617T000000,729000.0,3,1.0,1580,3840,2.0,0,0,3,8,1580,0,1908,0,98102,47.6192,-122.319,1680,2624 +4139430910,20141021T000000,935000.0,4,3.25,4110,15488,2.0,0,2,3,11,4110,0,1995,0,98006,47.5493,-122.117,4190,14973 +1232000915,20140509T000000,481450.0,3,2.0,1410,4800,1.0,0,0,3,7,1410,0,1940,0,98117,47.6852,-122.378,1190,3840 +1954700365,20150317T000000,860000.0,3,2.0,2090,4190,1.5,0,0,4,8,1490,600,1930,0,98122,47.6178,-122.284,2090,6270 +8074200175,20141106T000000,274000.0,3,1.75,1400,8364,1.0,0,0,4,7,1400,0,1958,0,98056,47.4918,-122.178,1210,8160 +6821101762,20140605T000000,499000.0,3,3.5,1690,1432,2.0,0,0,3,7,1360,330,2008,0,98199,47.6513,-122.4,1650,2788 +1774230180,20140917T000000,696500.0,5,2.25,3210,61419,1.5,0,0,3,8,3210,0,1979,0,98077,47.7632,-122.09,2820,48351 +2051200506,20150413T000000,390000.0,3,1.0,1190,85226,1.5,0,0,5,5,1190,0,1935,0,98070,47.365,-122.462,1360,46960 +7851200040,20141216T000000,265000.0,3,1.0,960,9748,1.0,0,0,3,5,960,0,1922,0,98065,47.5259,-121.815,1600,9958 +4027701326,20140709T000000,470000.0,4,2.25,2380,17199,2.0,0,0,3,8,1530,850,1979,0,98028,47.7668,-122.27,2280,11529 +923049110,20150129T000000,168500.0,2,1.0,1020,7742,1.0,0,0,4,6,1020,0,1935,1978,98168,47.499,-122.301,1510,7742 +3329500730,20141111T000000,220000.0,3,1.75,1290,8250,1.0,0,0,3,7,1290,0,1983,0,98001,47.3353,-122.27,1410,7823 +5476800201,20141020T000000,295000.0,3,2.0,1830,17321,1.0,0,0,4,7,1100,730,1948,0,98178,47.5072,-122.272,1450,10706 +4139910180,20150114T000000,1475000.0,5,4.0,4770,31570,2.0,0,0,3,12,4770,0,1990,0,98006,47.5468,-122.123,4520,32070 +7278100515,20140821T000000,1295000.0,2,2.5,2910,19449,2.0,1,4,5,9,1940,970,1985,0,98177,47.7729,-122.393,2540,23598 +9353300220,20150408T000000,285000.0,3,1.0,950,10723,1.0,0,0,4,6,950,0,1959,0,98059,47.4899,-122.133,1520,10723 +5253300173,20141022T000000,294950.0,3,1.0,1160,8950,1.0,0,0,3,7,1160,0,1968,0,98133,47.7499,-122.338,1210,8193 +98000150,20150102T000000,1465000.0,4,4.0,4930,22093,2.0,0,3,3,12,4930,0,2004,0,98075,47.5874,-121.965,4630,18889 +8608900205,20150403T000000,565500.0,3,1.75,1780,5850,1.0,0,0,5,7,980,800,1944,0,98116,47.5589,-122.392,1550,5850 +2895200150,20141013T000000,230000.0,3,2.0,1410,10625,1.0,0,0,3,7,1410,0,1980,0,98042,47.3649,-122.117,1410,9744 +621069057,20150323T000000,569950.0,4,3.5,2700,443440,1.5,0,0,3,8,2700,0,1948,1997,98042,47.333,-122.098,3210,298182 +8712100760,20140924T000000,721000.0,2,1.5,1790,4250,1.0,0,0,3,7,920,870,1915,2014,98112,47.6367,-122.301,1910,4250 +255520180,20141218T000000,565000.0,3,2.5,4040,8653,2.0,0,0,3,9,2900,1140,2006,0,98019,47.7378,-121.975,3360,8653 +1025059186,20140917T000000,438000.0,3,1.75,1990,9885,1.0,0,0,4,7,1030,960,1978,0,98052,47.6722,-122.162,1560,10000 +797000330,20150402T000000,369900.0,3,1.75,2150,19127,1.0,0,0,3,7,1650,500,1978,0,98168,47.5061,-122.324,1550,15000 +6403510410,20140905T000000,405000.0,4,2.5,1850,9136,2.0,0,0,3,8,1850,0,1997,0,98059,47.4943,-122.157,1930,7873 +4324210120,20140527T000000,282000.0,3,2.5,1680,15711,1.0,0,0,3,7,1240,440,1994,0,98031,47.423,-122.171,1420,8588 +6381500450,20141104T000000,380950.0,2,1.0,1430,7819,1.0,0,0,3,7,1110,320,1944,0,98125,47.7307,-122.302,1380,7473 +7609700065,20140630T000000,349810.0,3,1.0,960,8855,1.0,0,0,4,7,960,0,1958,0,98155,47.7689,-122.328,1250,8855 +6192410760,20140526T000000,690000.0,4,2.5,2700,8810,2.0,0,0,3,9,2700,0,2004,0,98052,47.7041,-122.116,2730,5100 +441000065,20150505T000000,653000.0,2,1.5,1290,5141,1.0,0,0,4,7,1050,240,1947,0,98115,47.6878,-122.29,1290,5406 +9238510220,20141028T000000,526500.0,3,2.5,1860,43170,2.0,0,0,3,8,1860,0,1986,0,98072,47.7712,-122.136,2270,40835 +293760150,20141017T000000,1040000.0,4,3.5,4320,8490,2.0,0,0,3,10,3280,1040,2005,0,98029,47.5568,-122.029,4030,11008 +3331001765,20140923T000000,335000.0,3,1.0,2130,3825,1.5,0,0,3,7,2130,0,1917,0,98118,47.5506,-122.281,1780,5150 +1423069077,20140915T000000,570000.0,2,1.75,2870,102366,2.0,0,2,4,8,1770,1100,1994,0,98027,47.4847,-122.0,2960,108900 +8123450450,20150310T000000,1080000.0,5,3.5,3740,11340,2.0,0,0,3,10,3740,0,2013,0,98052,47.6628,-122.143,2040,8715 +1795910360,20140922T000000,475000.0,3,2.5,2130,8022,2.0,0,0,3,8,2130,0,1985,0,98052,47.7252,-122.106,2130,7605 +7883603965,20150212T000000,315000.0,4,2.0,1210,4250,1.0,0,0,4,7,1210,0,1941,0,98108,47.5275,-122.321,1210,6000 +7937600087,20141209T000000,405000.0,6,2.0,2800,29985,1.0,0,0,5,7,1400,1400,1954,0,98058,47.4398,-122.08,1980,29985 +3396820150,20140506T000000,562000.0,5,2.25,3040,8111,2.0,0,0,3,8,3040,0,1984,0,98052,47.7157,-122.103,2020,8304 +3654800040,20150424T000000,295000.0,3,2.5,1570,6932,2.0,0,0,3,7,1570,0,1993,0,98038,47.3902,-122.049,1570,6271 +8039900360,20140708T000000,383000.0,3,2.25,2090,15000,1.0,0,0,3,7,2090,0,1961,0,98045,47.4885,-121.783,1690,14400 +3876540410,20150413T000000,242000.0,3,2.25,1690,7292,1.0,0,0,3,7,1250,440,1985,0,98003,47.2639,-122.303,1670,7747 +7230300610,20150403T000000,352500.0,3,1.5,1470,17577,1.0,0,0,5,7,1470,0,1967,0,98059,47.4695,-122.116,2300,13832 +1180005280,20140723T000000,239950.0,4,1.0,1460,6000,1.0,0,0,4,7,730,730,1941,0,98178,47.4952,-122.224,1190,6000 +714000210,20140903T000000,998000.0,4,2.5,3030,6820,2.0,0,0,3,9,2530,500,1947,2000,98105,47.6695,-122.266,2070,6820 +3902100205,20150417T000000,515000.0,3,1.75,1190,4500,1.0,0,0,3,6,1190,0,1922,2012,98116,47.5576,-122.388,1820,4500 +9285800790,20150406T000000,590000.0,5,1.0,1840,6710,1.5,0,0,3,7,1840,0,1920,0,98126,47.5686,-122.378,1410,4880 +1922000180,20150402T000000,1160000.0,4,3.75,3560,13959,2.0,0,0,4,9,3560,0,1972,0,98040,47.5575,-122.211,3320,11834 +6121800065,20141104T000000,289000.0,3,1.75,1580,9750,1.0,0,0,5,7,1580,0,1954,0,98148,47.427,-122.331,1460,9750 +4427100145,20150323T000000,424000.0,3,1.5,1230,7200,1.0,0,0,3,7,1230,0,1953,0,98125,47.7281,-122.311,1400,6240 +7227800065,20141016T000000,199000.0,4,2.0,1440,9477,1.0,0,0,3,5,1440,0,1943,0,98056,47.5093,-122.182,1440,9546 +7853220330,20141006T000000,730000.0,4,3.5,4420,7902,2.0,0,0,3,10,3350,1070,2004,0,98065,47.5327,-121.86,3440,7851 +1430800258,20140527T000000,244000.0,3,1.0,910,5250,1.0,0,0,4,6,910,0,1971,0,98166,47.4729,-122.352,1650,10442 +7454001075,20140618T000000,240000.0,2,1.0,670,10920,1.0,0,0,3,6,670,0,1942,0,98146,47.5128,-122.372,900,7425 +4038500210,20150422T000000,797000.0,4,2.75,2650,8610,2.0,0,0,3,8,2650,0,1959,2007,98008,47.6155,-122.121,1680,8316 +2310040230,20140520T000000,350000.0,4,2.25,2220,6953,2.0,0,0,4,8,2220,0,1999,0,98038,47.3509,-122.041,2240,6716 +1727500230,20141119T000000,415000.0,3,1.75,1640,6435,1.0,0,0,3,7,1190,450,1972,0,98034,47.7197,-122.217,1770,6930 +3874900205,20150414T000000,378510.0,2,1.0,770,5185,1.0,0,0,3,7,770,0,1947,0,98126,47.5459,-122.379,1260,6550 +269000085,20140708T000000,1195000.0,4,3.5,3960,6654,2.0,0,0,3,10,2850,1110,2006,0,98199,47.6461,-122.389,2840,6400 +7972602510,20141006T000000,379900.0,2,1.5,1140,7620,1.0,0,0,4,6,1140,0,1925,0,98106,47.5277,-122.351,1300,7620 +7202340720,20140520T000000,620000.0,3,2.5,2480,9041,2.0,0,0,3,7,2480,0,2004,0,98053,47.6797,-122.035,2480,6500 +1254201106,20140829T000000,524500.0,3,1.5,1580,3172,1.0,0,0,4,8,900,680,1946,0,98117,47.6796,-122.393,1580,5000 +7349650330,20140609T000000,270000.0,4,2.75,1990,7252,1.0,0,0,3,7,1270,720,1999,0,98002,47.2839,-122.202,2100,7535 +9211520150,20140528T000000,236000.0,4,2.25,1830,9485,1.0,0,0,4,7,1200,630,1989,0,98023,47.2995,-122.387,1730,10109 +3438501020,20141105T000000,308500.0,2,2.0,840,14564,1.5,0,0,5,6,840,0,1942,0,98106,47.5499,-122.36,1430,7920 +5460900120,20141208T000000,989900.0,5,2.25,3320,11350,1.0,0,0,5,8,1660,1660,1963,0,98040,47.5749,-122.213,3320,11085 +7459810210,20141002T000000,299000.0,4,2.25,2050,26000,2.0,0,0,4,8,2050,0,1977,0,98042,47.3423,-122.063,2330,31100 +4032500035,20140913T000000,295000.0,2,1.75,1560,43748,2.0,0,0,3,8,1560,0,1967,2000,98065,47.5729,-121.676,1000,24602 +8018600880,20140611T000000,110000.0,2,1.0,800,15000,1.0,0,0,3,6,800,0,1927,0,98168,47.4932,-122.316,1170,15000 +2807100156,20140703T000000,295950.0,2,1.0,1190,6200,1.0,0,0,3,7,1190,0,1948,0,98133,47.7634,-122.34,1470,7800 +2112700845,20140528T000000,270000.0,3,1.75,1300,4127,1.0,0,0,4,6,650,650,1918,1953,98106,47.5353,-122.352,1420,4000 +3022079087,20140521T000000,712000.0,4,2.5,3400,247421,2.0,0,0,3,9,3400,0,2001,0,98010,47.3623,-121.971,3180,222156 +2767603577,20150506T000000,475000.0,2,1.5,1170,1250,3.0,0,0,3,8,1170,0,2000,0,98107,47.6719,-122.38,1310,1308 +3955900220,20150317T000000,410000.0,4,2.5,2510,5258,2.0,0,0,3,7,2510,0,2001,0,98056,47.4818,-122.188,2570,5119 +3761100276,20150313T000000,588000.0,4,2.25,2510,19550,1.0,0,0,4,9,1810,700,1977,0,98034,47.7041,-122.241,2450,19250 +6979970150,20141212T000000,420000.0,3,2.5,2390,3903,2.0,0,0,3,8,1970,420,2006,0,98072,47.7515,-122.174,2390,3431 +8857640410,20150119T000000,355000.0,4,2.25,2200,3404,2.0,0,0,3,8,2200,0,2005,0,98038,47.3895,-122.034,2200,3449 +6052400175,20140623T000000,446000.0,2,1.0,2550,21675,1.0,0,1,4,7,1610,940,1958,0,98198,47.4013,-122.319,2030,10591 +2525059077,20140520T000000,765000.0,4,2.25,2560,12100,1.0,0,0,4,8,1760,800,1976,0,98052,47.631,-122.108,2240,12100 +5040800120,20140527T000000,967500.0,3,3.75,3250,5797,2.0,0,2,4,8,2370,880,1951,0,98199,47.6481,-122.405,1840,5797 +8682262380,20140905T000000,381000.0,2,2.0,1340,4447,1.0,0,0,3,8,1340,0,2004,0,98053,47.7175,-122.033,1350,4458 +2521059060,20150501T000000,490000.0,3,2.25,2840,107157,2.0,0,0,4,9,2840,0,1983,0,98092,47.2848,-122.118,2600,215622 +7526800040,20140827T000000,716000.0,4,2.25,2480,9780,1.0,0,0,4,8,1900,580,1975,0,98052,47.6388,-122.099,2640,9780 +4104900150,20150414T000000,605000.0,5,3.5,3060,8862,2.0,0,0,3,8,3060,0,1989,0,98056,47.5322,-122.185,2680,8398 +5409800120,20140919T000000,312200.0,4,2.5,2910,8596,2.0,0,0,3,8,2910,0,2004,0,98003,47.2596,-122.304,2770,8602 +2423039122,20140718T000000,327000.0,4,1.0,1900,9000,1.0,0,0,4,7,1290,610,1948,0,98166,47.4629,-122.361,1950,10800 +6143600555,20140609T000000,229950.0,4,1.75,1300,21000,1.0,0,0,4,7,1300,0,1969,0,98001,47.3067,-122.285,2120,9920 +5029451010,20140711T000000,160000.0,3,1.5,1480,7000,1.0,0,0,3,7,1000,480,1980,0,98023,47.2866,-122.368,1470,7022 +6649500040,20140812T000000,255000.0,3,1.0,1250,9472,1.0,0,0,4,6,1250,0,1972,0,98059,47.495,-122.154,1590,9600 +2922700155,20141125T000000,530000.0,4,2.5,2000,4700,1.5,0,0,4,7,1220,780,1944,0,98117,47.6902,-122.368,1560,4700 +422049203,20141024T000000,239000.0,3,1.5,1330,6540,1.0,0,0,3,7,900,430,1971,0,98188,47.4239,-122.292,1400,11500 +5412200180,20150228T000000,285000.0,3,2.25,1840,6214,1.0,0,0,4,7,1270,570,1983,0,98031,47.4043,-122.185,1840,6214 +6338000032,20140827T000000,537000.0,4,2.0,1560,7104,1.5,0,0,3,7,1140,420,1945,0,98105,47.6714,-122.28,1850,7105 +8161000210,20140814T000000,530000.0,3,2.5,3150,21893,2.0,0,0,3,9,3150,0,2006,0,98014,47.6455,-121.901,2280,21886 +5028600360,20140725T000000,213675.0,3,2.25,1560,6013,2.0,0,0,3,7,1560,0,1990,0,98023,47.2862,-122.352,1640,6290 +1952000150,20140506T000000,530000.0,5,2.5,2910,9636,1.0,0,0,4,7,1690,1220,1964,0,98008,47.5803,-122.119,2830,10385 +9510920040,20150305T000000,780000.0,3,2.5,2940,15875,2.0,0,0,3,10,2940,0,1994,0,98075,47.5947,-122.016,2980,15875 +9834200411,20141113T000000,390000.0,3,1.0,950,3621,1.0,0,0,4,6,950,0,1947,0,98144,47.575,-122.289,1540,4080 +2960900040,20140521T000000,450000.0,2,1.0,1200,4000,1.0,0,0,3,7,1070,130,1940,0,98126,47.5766,-122.378,1770,4000 +1112000035,20150311T000000,420000.0,2,1.0,1000,5375,1.0,0,0,3,7,1000,0,1953,0,98118,47.5404,-122.268,1380,5000 +1982200790,20150127T000000,550000.0,3,2.0,1490,3880,1.0,0,0,3,7,1490,0,1959,0,98107,47.662,-122.363,1490,3880 +3361401011,20150219T000000,110000.0,2,1.0,600,6120,1.0,0,0,3,5,600,0,1943,0,98168,47.4997,-122.317,1060,6120 +1695900150,20140528T000000,700000.0,2,1.75,2320,5500,1.5,0,2,3,8,1720,600,1925,2000,98144,47.586,-122.292,2380,5000 +1240100065,20150424T000000,807500.0,4,2.5,3190,24170,2.0,0,0,3,10,3190,0,2002,0,98074,47.6209,-122.052,2110,26321 +421049254,20141002T000000,179000.0,2,1.0,990,8760,1.0,0,0,3,7,990,0,1977,0,98003,47.3302,-122.305,1560,11880 +9412400220,20140710T000000,1612500.0,4,2.75,5470,18200,2.0,1,4,3,11,3730,1740,1992,0,98118,47.5316,-122.263,3620,15100 +1726069060,20150409T000000,655000.0,4,2.75,2890,46609,2.0,0,0,4,9,2890,0,1981,0,98077,47.7454,-122.061,2880,68824 +6150200040,20150316T000000,472500.0,3,2.0,1790,6800,1.0,0,0,4,7,1240,550,1964,0,98133,47.728,-122.339,1470,6800 +7300400150,20141027T000000,299000.0,4,2.5,2350,6958,2.0,0,0,3,9,2350,0,1998,0,98092,47.3321,-122.172,2480,6395 +2621730220,20140514T000000,740000.0,4,2.5,3430,10157,2.0,0,0,3,10,3430,0,2000,0,98034,47.723,-122.158,3480,10157 +4122700040,20141010T000000,860000.0,3,1.75,2600,15064,1.0,0,0,4,8,1700,900,1967,0,98004,47.64,-122.204,2940,14984 +9161100730,20140701T000000,620000.0,4,3.0,2130,6325,1.0,0,0,5,7,1440,690,1948,0,98116,47.5683,-122.396,1240,6325 +9357001010,20141010T000000,410000.0,3,1.75,1660,5987,1.0,0,0,3,7,960,700,1982,0,98146,47.5107,-122.381,1510,6000 +8643000210,20150304T000000,343000.0,5,3.5,2473,9282,2.0,0,1,5,7,2473,0,1963,0,98198,47.3966,-122.308,2040,10920 +9828701739,20140617T000000,465000.0,2,2.75,1430,1425,2.0,0,0,3,7,995,435,2006,0,98112,47.621,-122.298,1500,1749 +3204400040,20150304T000000,273950.0,3,2.25,1570,3109,2.0,0,0,3,8,1570,0,2002,0,98092,47.3258,-122.186,1680,3590 +3342103282,20141017T000000,825000.0,2,1.0,1240,42247,1.0,0,1,4,7,1240,0,1915,0,98056,47.5169,-122.201,1550,12459 +2420069604,20150330T000000,255000.0,3,2.5,1720,6200,2.0,0,0,3,7,1720,0,2014,0,98022,47.2137,-121.989,1710,9520 +8078050040,20140908T000000,250000.0,3,2.0,1140,11161,1.0,0,0,4,7,1140,0,1998,0,98022,47.209,-122.012,1720,8587 +7663700150,20140822T000000,635000.0,4,3.25,2690,7200,2.0,0,3,3,9,1720,970,1978,0,98155,47.7341,-122.288,2400,8845 +4167700210,20140826T000000,240000.0,3,1.75,1520,9600,1.0,0,0,3,8,1520,0,1966,0,98023,47.3263,-122.365,2060,9600 +2423020180,20150507T000000,670000.0,4,2.25,2040,7031,2.0,0,0,3,8,2040,0,2012,0,98033,47.7016,-122.17,1670,7031 +2824600180,20141024T000000,713414.0,3,2.5,2830,6000,1.0,0,3,3,9,1730,1100,1954,0,98126,47.5751,-122.378,2040,5300 +2013801086,20150513T000000,245000.0,3,1.5,1340,7391,1.0,0,0,4,7,1340,0,1966,0,98198,47.3837,-122.317,1300,7391 +4022900150,20141209T000000,600000.0,4,2.5,2520,10850,1.0,0,0,4,8,1680,840,1968,0,98155,47.7751,-122.284,2590,10800 +3295710150,20141015T000000,270000.0,3,2.5,1660,5550,2.0,0,0,3,7,1660,0,2002,0,98198,47.375,-122.304,1810,5550 +9476200035,20141120T000000,190000.0,2,1.0,880,6900,1.0,0,0,3,6,880,0,1943,0,98056,47.4903,-122.191,1060,8000 +1937300180,20140606T000000,435000.0,3,2.0,980,5000,1.0,0,0,3,6,980,0,1940,0,98144,47.595,-122.308,1970,3025 +4226900211,20141023T000000,560000.0,4,1.0,1360,5814,1.5,0,0,2,6,1360,0,1900,0,98122,47.6038,-122.314,1010,5814 +424069018,20140905T000000,998000.0,3,3.75,3710,34412,2.0,0,0,3,10,2910,800,1978,0,98075,47.5888,-122.04,2390,34412 +6684500040,20141202T000000,725000.0,3,1.0,940,8377,1.0,0,0,4,7,940,0,1952,0,98004,47.5974,-122.2,1710,6900 +8948500065,20141124T000000,210000.0,2,1.0,970,8874,1.0,0,0,3,7,970,0,1968,0,98056,47.4943,-122.178,1340,8175 +1972201960,20140825T000000,513000.0,3,2.25,1500,1312,3.0,0,0,3,8,1500,0,2007,0,98103,47.6534,-122.346,1500,1282 +7436200040,20141105T000000,290000.0,5,2.5,2780,9652,1.0,0,0,4,8,1390,1390,1967,0,98001,47.3444,-122.271,1790,9652 +3835502815,20140925T000000,1260000.0,3,2.5,3110,9930,1.0,0,1,3,8,1640,1470,1954,0,98039,47.6112,-122.226,3650,14399 +8856960540,20140620T000000,330000.0,3,2.25,1860,11227,2.0,0,0,3,7,1860,0,1995,0,98038,47.3879,-122.031,1820,8800 +1432400065,20140605T000000,189000.0,3,1.0,1010,7560,1.0,0,0,3,6,1010,0,1958,0,98058,47.4497,-122.176,1170,7560 +4370700065,20150504T000000,907500.0,3,2.25,2850,6281,2.0,0,2,4,7,1900,950,1947,0,98115,47.6911,-122.326,1680,7006 +1725079047,20141104T000000,410000.0,3,2.25,2280,200811,1.0,0,0,3,7,2280,0,1978,0,98014,47.6522,-121.941,2280,206038 +7855000325,20150220T000000,1050000.0,4,3.0,3080,10757,2.0,0,3,5,8,3080,0,1961,0,98006,47.5671,-122.159,2810,10757 +2826049098,20141204T000000,622100.0,4,2.5,2280,14290,1.5,0,0,4,7,1510,770,1942,0,98125,47.7054,-122.297,2140,9890 +3750603685,20140723T000000,250000.0,3,1.5,2030,14400,1.0,0,0,4,7,1310,720,1969,0,98001,47.2639,-122.285,1330,14400 +1797500230,20140818T000000,1180000.0,4,3.0,2570,4000,2.0,0,0,3,8,1750,820,1909,2014,98115,47.6743,-122.313,1970,4000 +3459600330,20150209T000000,925000.0,3,2.75,3640,10300,1.0,0,0,4,9,2060,1580,1979,0,98006,47.5612,-122.146,3110,10625 +546001020,20150218T000000,554000.0,3,2.0,1760,4046,1.0,0,0,3,7,960,800,1931,0,98117,47.6876,-122.381,1500,4046 +7227502507,20140709T000000,545000.0,3,2.5,2760,17377,2.0,0,0,3,9,2760,0,2002,0,98056,47.4929,-122.188,1940,8504 +326049060,20140909T000000,660000.0,3,2.5,2650,11250,2.0,0,0,3,9,2650,0,2005,0,98155,47.7644,-122.29,2200,10013 +1525059261,20150505T000000,1900000.0,5,4.5,5160,44315,2.0,0,0,3,12,5160,0,1996,0,98005,47.6568,-122.154,4760,44315 +7399300120,20140502T000000,260000.0,4,2.0,1480,8625,1.0,0,0,4,7,1480,0,1974,0,98055,47.462,-122.193,2130,8502 +7812801590,20141030T000000,219900.0,3,1.0,860,6664,1.0,0,0,3,6,860,0,1944,0,98178,47.4931,-122.247,1150,6857 +6699930530,20150325T000000,373500.0,4,2.5,2610,4978,2.0,0,0,3,8,2610,0,2004,0,98038,47.3438,-122.04,2470,5024 +1523069151,20140711T000000,380000.0,2,1.0,1470,81021,1.0,0,0,4,6,1470,0,1949,0,98027,47.4771,-122.03,2600,69696 +7525950180,20140701T000000,1060000.0,4,2.5,4570,16015,2.0,0,2,3,11,4570,0,1990,0,98074,47.6246,-122.067,4490,17668 +3623500408,20150330T000000,2600000.0,3,3.0,3410,16015,2.0,1,4,4,10,2220,1190,1973,0,98040,47.5721,-122.239,3760,16572 +7312200120,20140723T000000,450000.0,3,2.25,1760,10013,2.0,0,0,4,8,1760,0,1983,0,98056,47.5336,-122.189,1810,9768 +4123810210,20140716T000000,379950.0,3,1.75,2040,12065,1.0,0,0,3,8,2040,0,1987,0,98038,47.3756,-122.044,2010,11717 +3902600150,20140820T000000,834800.0,3,3.5,3470,4171,3.0,0,0,3,9,3470,0,2008,0,98034,47.711,-122.229,3430,4268 +9126101201,20140916T000000,365000.0,2,1.0,680,4800,1.0,0,0,3,6,680,0,1917,0,98122,47.6084,-122.304,1610,4800 +2423029009,20140617T000000,465000.0,2,2.0,1494,19271,2.0,1,4,3,7,1494,0,1943,1997,98070,47.4728,-122.497,1494,43583 +3300701285,20140730T000000,452000.0,3,1.5,1250,4000,1.0,0,0,3,7,1250,0,1955,0,98117,47.6916,-122.379,1030,4000 +2391601445,20150304T000000,840000.0,3,3.0,3570,6250,2.0,0,2,3,10,2710,860,1985,0,98116,47.5624,-122.399,2550,7596 +7625701175,20141103T000000,465000.0,4,2.0,2000,6250,1.5,0,0,3,7,1480,520,1930,0,98136,47.5532,-122.389,1110,6250 +1843130360,20150507T000000,295000.0,3,2.5,2030,4867,2.0,0,0,3,7,2030,0,2003,0,98042,47.3747,-122.128,2030,5000 +6150700264,20150224T000000,396000.0,3,1.0,1390,6160,1.0,0,0,4,7,1390,0,1949,0,98133,47.7289,-122.338,1230,6160 +3226049080,20150224T000000,397000.0,2,1.0,1030,12350,1.5,0,0,3,7,1030,0,1942,0,98115,47.6984,-122.324,1790,6900 +7889602020,20140819T000000,240000.0,3,1.0,1280,9000,1.5,0,0,4,6,1280,0,1954,0,98146,47.4915,-122.338,1430,4500 +3613600150,20150105T000000,300523.0,3,2.5,2370,6840,2.0,0,0,3,9,2370,0,1987,0,98119,47.6503,-122.366,1590,4400 +3599600276,20141106T000000,215500.0,3,2.0,1380,9000,2.0,0,0,2,7,1380,0,1946,1982,98001,47.2613,-122.248,1460,9732 +2193320210,20140805T000000,552500.0,5,3.0,2320,7229,1.0,0,0,4,8,1370,950,1986,0,98052,47.697,-122.097,2090,7554 +9117100040,20140828T000000,375000.0,5,1.5,2050,9360,1.0,0,0,3,7,1520,530,1968,0,98055,47.436,-122.195,1840,9383 +522039106,20140606T000000,160000.0,3,1.0,1210,103237,1.0,0,0,2,6,1210,0,1918,1960,98070,47.4208,-122.445,1880,40510 +2424059018,20140612T000000,1070000.0,4,2.5,3270,35445,2.0,0,0,3,11,3270,0,1989,0,98006,47.548,-122.121,4180,32130 +1959700540,20141104T000000,952000.0,3,2.5,2450,4400,2.0,0,0,4,9,1800,650,1922,0,98102,47.6439,-122.319,2220,5500 +2767900355,20140627T000000,523460.0,5,1.75,1890,5000,1.5,0,0,3,7,1090,800,1906,0,98107,47.6711,-122.372,1610,5000 +1310820150,20140812T000000,305950.0,4,2.5,2007,4968,2.0,0,0,3,9,2007,0,2009,0,98092,47.3301,-122.191,2189,5852 +6802200230,20150209T000000,220000.0,3,2.5,1430,9044,2.0,0,0,3,7,1430,0,1991,0,98022,47.1956,-121.986,1580,8624 +3421049044,20150409T000000,289000.0,2,1.75,2056,52333,1.0,0,0,4,7,1048,1008,1980,0,98001,47.2592,-122.291,2220,6458 +4036400040,20150209T000000,648000.0,5,2.5,2210,10772,1.0,0,2,3,9,1430,780,1964,0,98155,47.7383,-122.288,2720,9858 +1193000450,20150410T000000,825000.0,5,1.75,2330,6000,1.5,0,0,3,8,2080,250,1937,0,98199,47.6461,-122.392,2150,6000 +3819800580,20141204T000000,400000.0,4,2.0,2070,10800,2.0,0,0,3,7,2070,0,1982,0,98011,47.7264,-122.237,1880,10800 +6873000120,20140512T000000,420000.0,2,2.5,1480,1369,3.0,0,0,3,7,1480,0,2009,0,98052,47.676,-122.121,1390,1337 +9830200230,20150120T000000,389000.0,2,1.75,1160,4848,2.0,0,1,4,7,1160,0,1949,0,98118,47.542,-122.265,1990,7440 +2301400276,20140908T000000,865000.0,4,2.5,2520,4950,2.0,0,0,3,8,2520,0,1906,2002,98117,47.6814,-122.359,1810,3500 +5153200150,20141203T000000,345000.0,2,1.0,1770,16660,1.0,0,3,3,8,1220,550,1957,0,98023,47.3346,-122.354,2790,20504 +1465400120,20150326T000000,700000.0,3,2.5,3110,123710,2.0,0,0,3,8,2430,680,1995,0,98038,47.3879,-122.002,2420,92782 +8121200620,20150416T000000,550000.0,3,2.5,1680,10455,2.0,0,0,3,8,1680,0,1982,0,98052,47.7229,-122.11,1860,10063 +324000530,20140708T000000,201500.0,3,1.0,1320,5000,1.5,0,0,3,7,1320,0,1912,0,98116,47.5711,-122.386,1320,4179 +324000530,20150323T000000,459000.0,3,1.0,1320,5000,1.5,0,0,3,7,1320,0,1912,0,98116,47.5711,-122.386,1320,4179 +1328320760,20141218T000000,327000.0,3,2.5,1810,7350,1.0,0,0,3,8,1310,500,1984,0,98058,47.4434,-122.125,2240,7350 +3626039268,20140516T000000,540000.0,1,1.0,1140,6700,1.5,0,0,3,7,1140,0,1920,0,98103,47.6958,-122.357,1350,6700 +3585900665,20140606T000000,805000.0,5,2.5,4600,19831,1.0,0,3,3,9,2300,2300,1956,2015,98177,47.7608,-122.378,2890,19831 +7625701830,20141023T000000,521000.0,3,2.0,1840,6000,1.0,0,0,4,6,1840,0,1908,1944,98136,47.5508,-122.392,2010,6000 +3524049042,20140527T000000,375000.0,3,1.5,2000,7294,1.0,0,0,3,7,1520,480,1965,0,98118,47.5297,-122.267,2000,6000 +9211500150,20150117T000000,235000.0,3,1.75,1480,6592,1.0,0,0,4,7,1080,400,1978,0,98023,47.2982,-122.378,1660,7150 +7760400880,20140929T000000,240000.0,4,2.5,2040,11841,2.0,0,0,3,7,2040,0,1994,0,98042,47.3691,-122.074,1730,8808 +686450330,20140915T000000,575000.0,4,2.25,2060,12155,1.0,0,0,4,8,2060,0,1968,0,98008,47.6378,-122.117,2360,8625 +2617900035,20141201T000000,1520000.0,6,3.5,3720,11690,2.0,0,0,3,10,3720,0,2003,0,98040,47.5699,-122.226,3030,11686 +7936800150,20140702T000000,394500.0,4,2.5,3002,6042,2.0,0,0,3,8,3002,0,2004,0,98055,47.4231,-122.186,2566,6390 +8651441750,20140515T000000,174950.0,3,1.0,1060,5200,1.0,0,0,5,6,1060,0,1970,0,98042,47.3636,-122.093,1380,5200 +3664500133,20141117T000000,383000.0,4,2.0,1830,21183,1.0,0,0,4,7,1060,770,1966,0,98059,47.4826,-122.128,1950,6120 +1823069213,20140505T000000,249950.0,3,2.0,1550,15040,1.0,0,0,4,6,1550,0,1958,0,98059,47.4873,-122.099,1510,41416 +7525211520,20150318T000000,431000.0,3,2.5,1690,2752,2.0,0,0,3,8,1690,0,1979,0,98052,47.6332,-122.108,1690,2855 +4034900065,20140530T000000,459900.0,3,1.75,2580,11000,1.0,0,0,4,7,1290,1290,1951,0,98006,47.5646,-122.181,2280,17643 +2558690150,20140707T000000,475000.0,5,2.5,2510,8050,1.0,0,0,4,7,1490,1020,1977,0,98034,47.7212,-122.172,1840,8471 +5016001325,20140516T000000,605000.0,3,2.25,1290,2500,2.0,0,0,4,8,1290,0,1987,0,98112,47.6229,-122.298,1700,3750 +1311800220,20150218T000000,234950.0,4,2.0,1450,7560,1.0,0,0,3,7,1450,0,1967,0,98001,47.3375,-122.276,1430,7560 +4128000020,20140613T000000,419000.0,4,2.5,2690,7947,2.0,0,0,3,8,2690,0,1993,0,98058,47.4248,-122.153,2160,8328 +1125059071,20140522T000000,910000.0,4,3.25,3340,10890,1.5,0,0,3,9,2240,1100,1963,2000,98052,47.6677,-122.136,2880,9794 +3274850130,20141203T000000,392000.0,4,2.5,2600,8921,2.0,0,0,3,8,2600,0,1991,0,98058,47.4423,-122.178,2550,8683 +1925069099,20140825T000000,915000.0,3,2.5,3140,9808,2.0,0,0,3,9,2500,640,2001,0,98052,47.6383,-122.097,2370,10014 +3395050050,20141114T000000,630000.0,3,3.25,3800,13995,2.0,0,3,3,9,3800,0,1983,0,98011,47.7741,-122.203,2480,8434 +4058800500,20140710T000000,416100.0,4,1.75,2320,5490,1.0,0,3,3,8,1160,1160,1956,0,98178,47.5091,-122.241,2240,7200 +1311600020,20140821T000000,285000.0,4,2.5,2360,7350,1.0,0,0,4,7,1440,920,1965,0,98001,47.3417,-122.277,1450,7305 +8679400130,20150506T000000,353000.0,4,1.5,1100,9600,1.0,0,0,4,6,1100,0,1960,0,98033,47.7,-122.175,1100,9630 +9485760050,20140826T000000,297950.0,3,2.0,1390,5127,1.0,0,0,3,8,1390,0,1990,0,98055,47.4504,-122.206,1960,5019 +4055700920,20141007T000000,750000.0,2,2.0,2180,21392,2.0,0,0,3,8,2180,0,1934,1979,98034,47.7162,-122.246,2890,22000 +8673400177,20150402T000000,525000.0,3,3.0,1730,1074,3.5,0,0,3,8,1730,0,2006,0,98107,47.6692,-122.392,1370,1185 +3500100089,20140715T000000,495000.0,5,1.75,2760,18112,1.0,0,0,3,8,1510,1250,1968,0,98155,47.7363,-122.298,1720,8482 +8730600050,20140825T000000,710000.0,3,1.75,2430,11448,1.0,0,1,5,7,1620,810,1949,0,98117,47.6971,-122.391,2140,8144 +3755100005,20140730T000000,310000.0,3,2.0,2010,12950,1.0,0,0,3,8,2010,0,1953,0,98034,47.7222,-122.229,1490,10181 +8651442880,20140516T000000,205000.0,5,1.75,1730,5200,1.0,0,0,4,7,1050,680,1978,0,98042,47.3628,-122.089,1350,5200 +1720069075,20150508T000000,530000.0,3,3.0,2450,211266,1.5,0,3,3,8,2450,0,2004,0,98022,47.2215,-122.067,2300,263492 +4309700190,20140724T000000,725000.0,4,2.5,3300,28433,2.0,0,0,3,9,3300,0,1998,0,98059,47.5072,-122.112,3550,26386 +3972300169,20141125T000000,195000.0,2,1.0,720,9520,1.0,0,0,4,6,720,0,1947,0,98155,47.7678,-122.316,1450,8612 +6817810190,20140701T000000,401000.0,3,2.0,1240,11172,1.0,0,0,3,7,1000,240,1984,0,98074,47.6364,-122.037,1330,14102 +7855400630,20140922T000000,1030000.0,5,2.5,3050,8200,1.0,0,4,4,8,1650,1400,1962,0,98006,47.5647,-122.155,2970,8792 +1163400020,20150403T000000,251000.0,3,1.5,1590,21600,1.5,0,0,4,7,1590,0,1971,0,98022,47.2159,-121.966,1780,21600 +7214400095,20141027T000000,667500.0,3,2.0,2040,4841,1.0,0,0,4,7,1020,1020,1949,0,98115,47.6778,-122.302,1600,4841 +6799300130,20140623T000000,300000.0,4,2.5,1840,5550,2.0,0,0,3,8,1840,0,2004,0,98031,47.3937,-122.183,2030,5500 +4376800010,20140814T000000,610000.0,4,2.25,1960,9021,2.0,0,0,4,8,1960,0,1973,0,98052,47.6349,-122.096,1960,9975 +2125059163,20140703T000000,1042030.0,4,5.0,4110,43560,2.0,0,0,4,11,4110,0,1978,0,98005,47.6353,-122.18,3650,43995 +1770000460,20141203T000000,430000.0,3,2.25,1830,19965,1.0,0,0,3,8,1400,430,1976,0,98072,47.7412,-122.088,1830,17250 +1125079088,20150402T000000,455000.0,2,1.0,1330,92782,1.0,0,0,2,6,1330,0,1950,0,98014,47.6624,-121.868,1280,168141 +1842300050,20140702T000000,600000.0,5,2.0,2190,9072,1.0,0,0,5,7,1110,1080,1965,0,98052,47.6696,-122.149,1660,8327 +9828702156,20150219T000000,638000.0,3,3.25,1720,1587,2.5,0,2,3,9,1410,310,2004,0,98122,47.6187,-122.299,1490,1620 +7625702155,20141014T000000,561000.0,3,1.75,1710,5000,1.0,0,0,4,7,1360,350,1918,0,98136,47.5492,-122.389,1490,6250 +585000095,20141216T000000,625000.0,3,2.5,2180,5000,1.0,0,0,4,8,1240,940,1977,0,98116,47.5828,-122.396,2000,5000 +3903200050,20150324T000000,263950.0,3,1.75,1700,11613,1.0,0,0,5,7,1180,520,1977,0,98092,47.2874,-122.187,1500,12377 +8563080020,20141028T000000,740000.0,3,2.5,2960,9350,2.0,0,2,4,9,2960,0,1978,0,98008,47.6218,-122.094,2960,11745 +5379805475,20140609T000000,234999.0,3,1.0,1330,8912,1.0,0,0,3,6,1330,0,1948,0,98188,47.4493,-122.274,1200,8913 +9558050780,20150414T000000,380000.0,4,2.5,1940,3200,2.0,0,0,3,8,1940,0,2004,0,98058,47.4583,-122.118,1900,3200 +3782400190,20140812T000000,329500.0,3,2.25,1500,9656,1.0,0,0,3,7,1170,330,1989,0,98019,47.7327,-121.982,1690,9656 +1423069063,20140711T000000,464950.0,4,2.5,2230,64438,1.0,0,0,4,7,1230,1000,1978,0,98027,47.4754,-122.007,2230,71002 +2926049504,20150402T000000,500000.0,3,2.25,1700,9008,1.0,0,0,3,8,1340,360,1985,0,98125,47.7161,-122.317,2340,8003 +126039252,20140709T000000,415000.0,4,1.5,1840,11367,1.5,0,0,4,7,1840,0,1950,0,98177,47.7656,-122.358,1690,9800 +2622029073,20140905T000000,437500.0,3,2.25,2100,205603,2.0,0,0,3,8,2100,0,1983,0,98070,47.3668,-122.505,2396,187308 +9187200345,20140709T000000,599000.0,7,2.5,2580,5750,1.0,0,0,4,7,1880,700,1901,0,98122,47.6025,-122.294,2280,5750 +2621760480,20141014T000000,367000.0,4,2.5,2350,8182,2.0,0,0,3,8,2350,0,1997,0,98042,47.3697,-122.106,2330,7000 +7986401205,20150425T000000,530000.0,2,1.0,760,3000,1.0,0,0,3,6,760,0,1922,0,98107,47.6633,-122.357,1630,3600 +4447300137,20140604T000000,989000.0,5,3.5,3280,4000,2.0,0,0,3,9,2440,840,2003,0,98117,47.689,-122.396,1980,4000 +2147300050,20140822T000000,462600.0,3,2.0,1320,4000,1.0,0,0,4,6,1020,300,1940,0,98118,47.5515,-122.262,2410,6212 +4458300190,20150424T000000,875000.0,3,2.5,1690,10592,1.0,0,0,3,8,1690,0,1973,2009,98040,47.58,-122.231,2260,9945 +3751606785,20140722T000000,335000.0,3,2.25,2060,47318,1.0,0,2,4,8,1600,460,1976,0,98001,47.2758,-122.265,1870,19663 +4287400005,20140731T000000,393000.0,4,2.0,1450,5456,1.0,0,0,5,7,1450,0,1951,0,98108,47.5442,-122.297,980,6100 +6613000715,20140721T000000,1340000.0,4,3.0,2760,4905,2.0,0,1,4,9,1840,920,1938,0,98105,47.6591,-122.27,3200,5424 +7702010050,20150323T000000,590000.0,3,2.5,2830,5788,2.0,0,0,3,9,2830,0,2001,0,98028,47.7604,-122.235,2500,5802 +2770602360,20150421T000000,671000.0,4,2.75,1890,1475,2.0,0,0,3,9,1200,690,2015,0,98199,47.6472,-122.383,1650,1682 +9551201155,20140728T000000,925000.0,3,3.25,2610,4500,1.5,0,0,4,9,1660,950,1909,0,98103,47.6701,-122.339,2110,4500 +1823049242,20141006T000000,245000.0,3,2.25,1900,7250,1.0,0,0,3,7,1250,650,1967,0,98146,47.4869,-122.344,1560,9420 +1513800170,20150402T000000,392500.0,3,1.0,930,6572,1.0,0,0,3,7,930,0,1952,0,98115,47.6889,-122.301,960,5840 +4027700396,20140828T000000,505000.0,4,2.0,2730,12000,1.0,0,0,4,8,1410,1320,1998,0,98155,47.7733,-122.271,2730,9039 +7203210170,20140819T000000,702000.0,4,2.5,2650,6240,2.0,0,0,3,8,2650,0,2013,0,98053,47.6885,-122.021,2640,6524 +3013300895,20140718T000000,337000.0,2,1.0,1010,4000,1.0,0,0,3,7,1010,0,1947,0,98136,47.5311,-122.382,1480,4366 +5608010050,20141229T000000,920000.0,4,2.5,3550,10233,2.0,0,0,3,9,3550,0,1996,0,98027,47.5499,-122.1,3310,9157 +6370000005,20140827T000000,495500.0,3,1.75,2130,6360,1.0,0,0,3,7,1720,410,1959,0,98125,47.7059,-122.301,1540,6361 +1922059102,20140924T000000,245000.0,2,1.75,1840,7230,1.0,0,0,3,7,1570,270,1938,0,98030,47.3815,-122.228,1282,6769 +6738700005,20140529T000000,395000.0,2,1.0,1320,1824,1.5,0,0,4,6,1320,0,1909,0,98144,47.585,-122.294,1320,4000 +1138020020,20150217T000000,335000.0,3,1.0,990,6315,1.0,0,0,3,7,990,0,1970,0,98034,47.7116,-122.214,1450,6702 +5437820250,20141110T000000,187000.0,2,1.75,1020,10346,1.0,0,0,4,6,1020,0,1983,0,98022,47.1958,-122.002,1160,8610 +7923700020,20141121T000000,450000.0,4,2.0,1570,7320,1.0,0,0,4,7,1570,0,1960,0,98007,47.5967,-122.14,1530,8800 +293600080,20140617T000000,280000.0,4,2.25,1930,7207,1.0,0,0,4,7,1360,570,1988,0,98030,47.3783,-122.182,1760,7207 +3627800050,20140715T000000,1375000.0,5,4.0,3760,22763,1.0,0,3,4,11,1910,1850,1969,0,98040,47.5333,-122.22,3730,11201 +4047200950,20140609T000000,265000.0,2,1.0,1000,31505,1.0,0,0,3,6,1000,0,1960,0,98019,47.7659,-121.899,1560,22597 +5458800425,20150423T000000,795000.0,3,1.75,1930,9600,1.0,0,0,3,8,1930,0,1958,0,98040,47.5747,-122.237,2350,9840 +2887700826,20140529T000000,510000.0,3,1.5,2240,3800,2.0,0,0,3,8,1370,870,1929,0,98115,47.6887,-122.307,1690,4275 +7856700920,20140628T000000,699900.0,4,2.5,2190,11500,1.0,0,0,4,8,1430,760,1972,0,98006,47.5668,-122.147,2580,9700 +627300190,20140812T000000,839000.0,4,2.75,2400,12469,1.0,0,2,4,8,1760,640,1958,0,98008,47.5861,-122.112,2400,10400 +5634500182,20140715T000000,396000.0,4,1.75,1970,12409,1.0,0,0,4,7,1220,750,1968,0,98028,47.7489,-122.236,1690,10720 +2472950170,20150507T000000,365000.0,3,2.25,2860,8458,2.0,0,0,3,7,2860,0,1983,0,98058,47.4269,-122.148,1760,8458 +9557300190,20140711T000000,440000.0,3,2.25,1900,7225,1.0,0,0,3,8,1220,680,1970,0,98008,47.6394,-122.113,1900,7399 +2314300170,20141104T000000,405000.0,4,2.5,2090,6667,2.0,0,0,3,8,2090,0,1997,0,98058,47.4648,-122.15,2250,6165 +7547300050,20140515T000000,295000.0,3,1.5,850,2500,1.0,0,0,3,7,850,0,1986,0,98106,47.5677,-122.36,850,5000 +7985400089,20140515T000000,275000.0,4,2.5,1840,1562,2.0,0,0,3,7,1400,440,2004,0,98106,47.5345,-122.364,1840,1766 +322059049,20141003T000000,295000.0,2,1.0,820,288367,1.0,0,0,3,6,820,0,1930,1986,98042,47.4196,-122.165,1580,8154 +2344300170,20140815T000000,1500000.0,5,3.5,4370,12240,2.0,0,0,3,11,3270,1100,1990,0,98004,47.582,-122.199,2980,12800 +11501330,20140902T000000,795000.0,3,3.5,3190,10223,2.0,0,0,3,10,2560,630,1994,0,98052,47.6968,-122.102,3120,9735 +7300200290,20140506T000000,650000.0,5,3.5,3480,36615,2.0,0,0,4,8,2490,990,1983,0,98075,47.5741,-122.05,2540,35910 +4331000595,20140910T000000,260000.0,3,1.0,1690,13184,1.0,0,0,4,7,1690,0,1959,0,98166,47.476,-122.343,1130,13451 +7853340660,20140806T000000,382000.0,2,2.5,1650,2710,2.0,0,2,3,8,1650,0,2008,0,98065,47.5173,-121.878,1760,2992 +7525570020,20150421T000000,790100.0,4,2.5,2590,9341,2.0,0,0,3,8,2590,0,1985,0,98052,47.6496,-122.114,2280,9510 +6306100190,20140521T000000,220000.0,4,2.5,2160,8005,2.0,0,0,3,7,2160,0,1993,0,98001,47.2668,-122.231,1790,8016 +1424059142,20140605T000000,799000.0,4,3.5,3500,8547,2.0,0,0,3,9,2500,1000,1994,0,98006,47.5613,-122.126,2350,10270 +5700003810,20140723T000000,1480000.0,4,2.25,3920,7200,2.0,0,0,3,10,3120,800,1928,0,98144,47.5731,-122.284,3400,7200 +2595650170,20140609T000000,367300.0,4,2.75,2190,14937,2.0,0,0,3,8,2190,0,1993,0,98001,47.3535,-122.273,1920,11360 +9530100225,20150409T000000,805000.0,4,2.0,1890,4500,1.5,0,0,3,7,1490,400,1907,1993,98103,47.6684,-122.356,1640,4010 +3856901760,20141215T000000,730000.0,2,1.0,1860,3400,1.0,0,0,3,7,1010,850,1920,0,98105,47.6714,-122.329,1540,3997 +1387301350,20141123T000000,402000.0,3,2.0,1720,7704,1.0,0,0,4,7,1160,560,1969,0,98011,47.7368,-122.195,1620,7600 +7974200822,20140530T000000,750000.0,4,2.75,2600,4674,1.0,0,0,3,8,1560,1040,1976,0,98115,47.6782,-122.286,2600,6099 +8039900130,20140730T000000,458000.0,3,1.5,1570,12196,1.0,0,0,4,7,1570,0,1972,0,98045,47.4866,-121.786,1740,12196 +4139460290,20140828T000000,898000.0,3,2.5,3530,9753,2.0,0,0,3,10,3530,0,1997,0,98006,47.5539,-122.103,3220,9234 +8078520280,20150323T000000,308000.0,4,2.5,1960,5642,2.0,0,0,3,7,1960,0,1998,0,98092,47.3167,-122.187,1870,5250 +8691510290,20150506T000000,385000.0,3,2.5,2230,8296,2.0,0,0,3,7,2230,0,2004,0,98058,47.4386,-122.116,2480,5940 +4217400680,20141006T000000,1020000.0,4,3.0,2720,4800,1.5,0,0,5,8,1790,930,1928,0,98105,47.6595,-122.283,2260,4800 +1336800670,20141229T000000,1425000.0,5,3.0,2840,6240,2.0,0,0,5,9,2440,400,1905,0,98112,47.6285,-122.309,2940,6000 +1545801850,20140723T000000,240000.0,3,1.75,1260,7362,1.0,0,0,3,7,1260,0,1984,0,98038,47.3602,-122.052,1530,7232 +6386600170,20141001T000000,217000.0,3,1.5,1860,8505,1.0,0,0,4,7,1860,0,1967,0,98023,47.3106,-122.365,1810,8262 +1373800170,20140630T000000,972000.0,4,1.75,2010,6300,1.0,0,2,5,8,1610,400,1937,0,98199,47.6457,-122.412,3290,6300 +1394300005,20140507T000000,361280.0,2,1.0,820,6400,1.0,0,0,4,7,820,0,1944,0,98126,47.55,-122.379,1490,6400 +7011201087,20140804T000000,385000.0,3,1.75,1220,1450,1.0,0,0,3,6,620,600,1905,0,98119,47.6361,-122.368,1660,2960 +1623069071,20141105T000000,475000.0,3,2.5,2220,60984,2.0,0,0,4,8,2220,0,1987,0,98027,47.4802,-122.052,1930,55333 +1982200480,20150402T000000,724950.0,4,2.5,2860,3638,1.5,0,2,5,7,1720,1140,1924,0,98107,47.6631,-122.361,1760,3880 +8089510170,20141027T000000,935000.0,5,4.5,4230,9701,2.0,0,0,3,10,4230,0,1999,0,98006,47.5444,-122.131,4130,12253 +5560000480,20140908T000000,169950.0,3,1.0,840,8470,1.0,0,0,4,6,840,0,1961,0,98023,47.3275,-122.338,840,8450 +6308000010,20141208T000000,585000.0,3,2.5,2290,5089,2.0,0,0,3,9,2290,0,2001,0,98006,47.5443,-122.172,2290,7984 +6308000010,20150423T000000,585000.0,3,2.5,2290,5089,2.0,0,0,3,9,2290,0,2001,0,98006,47.5443,-122.172,2290,7984 +4136960010,20150327T000000,480000.0,5,3.5,3480,12821,2.0,0,2,3,10,2890,590,2004,0,98092,47.2641,-122.215,3400,9870 +8665900168,20141105T000000,635000.0,4,2.5,4260,36360,1.5,0,0,4,8,4100,160,1935,0,98155,47.764,-122.302,2430,17888 +8691510170,20150204T000000,368750.0,3,2.5,2230,5717,2.0,0,0,3,7,2230,0,2004,0,98058,47.4388,-122.117,2230,5194 +9187200095,20141202T000000,432500.0,6,2.0,3080,5500,2.0,0,0,1,7,3080,0,1900,0,98122,47.6031,-122.296,1830,5000 +4221260050,20140903T000000,589000.0,3,2.5,2250,4337,2.0,0,0,3,8,2250,0,2004,0,98075,47.5908,-122.017,2250,4721 +8562740480,20150414T000000,840000.0,4,3.25,3160,6327,2.0,0,0,3,9,2280,880,2004,0,98027,47.536,-122.066,3160,5946 +6806100250,20150305T000000,316500.0,3,2.5,1770,3873,2.0,0,0,3,7,1770,0,2005,0,98058,47.4648,-122.144,2280,4330 +7853300280,20150213T000000,536000.0,4,2.5,2880,8833,2.0,0,0,3,7,2880,0,2006,0,98065,47.5388,-121.89,2570,5234 +6446200190,20150420T000000,563750.0,4,2.75,2690,25000,1.0,0,0,3,8,1750,940,1978,0,98029,47.5537,-122.026,2640,28250 +4222310010,20141226T000000,152500.0,4,1.0,1730,7350,1.5,0,0,4,6,1730,0,1970,0,98003,47.3467,-122.307,1440,7752 +4222310010,20150420T000000,267950.0,4,1.0,1730,7350,1.5,0,0,4,6,1730,0,1970,0,98003,47.3467,-122.307,1440,7752 +4054550010,20150413T000000,1640000.0,5,4.0,4780,118047,2.0,0,0,3,11,4780,0,1994,0,98077,47.7243,-122.052,4040,31760 +1440700190,20140623T000000,269950.0,4,2.5,2540,8400,2.0,0,0,5,7,2540,0,1977,0,98032,47.3754,-122.277,1600,8050 +5569620050,20140721T000000,731688.0,4,3.0,2630,5772,2.0,0,0,3,9,2630,0,2006,0,98052,47.6952,-122.133,3460,6158 +1840200080,20141203T000000,240000.0,3,1.5,1890,9000,1.0,0,0,3,7,1190,700,1959,0,98188,47.4425,-122.272,2060,9000 +9268200585,20140903T000000,555950.0,2,1.0,1220,5040,1.0,0,0,3,7,1220,0,1961,0,98117,47.6957,-122.364,1420,5040 +7454000585,20150427T000000,289000.0,2,1.0,710,6300,1.0,0,0,3,6,710,0,1942,0,98126,47.5155,-122.374,740,6300 +7504021310,20140506T000000,525000.0,3,2.5,2970,11985,1.0,0,0,3,9,1770,1200,1995,0,98074,47.6359,-122.052,2990,12049 +7504021310,20141204T000000,745000.0,3,2.5,2970,11985,1.0,0,0,3,9,1770,1200,1995,0,98074,47.6359,-122.052,2990,12049 +8024201795,20141117T000000,397000.0,2,1.0,1000,7664,1.0,0,2,3,7,1000,0,1939,0,98115,47.7001,-122.311,1570,6350 +8638500170,20150422T000000,233000.0,3,1.0,1980,8505,1.0,0,0,3,7,1030,950,1965,0,98106,47.538,-122.353,1830,8505 +5437400630,20141016T000000,625000.0,4,2.25,1920,8259,2.0,0,0,4,8,1920,0,1979,0,98027,47.5616,-122.088,2030,8910 +9264000010,20140729T000000,535000.0,3,2.0,2740,23505,2.0,0,4,3,10,2740,0,1988,0,98001,47.319,-122.26,2800,16400 +3832600080,20150504T000000,270000.0,3,2.25,1740,7345,1.0,0,0,3,7,1380,360,1973,0,98032,47.3663,-122.285,1770,8250 +9477001350,20140722T000000,360000.0,3,1.75,1300,7770,1.0,0,0,3,7,1300,0,1967,0,98034,47.7347,-122.192,1520,7600 +809001060,20140513T000000,1105000.0,4,1.5,2740,4000,2.0,0,0,5,9,1930,810,1905,0,98109,47.6343,-122.352,1680,4000 +2771604120,20141111T000000,970000.0,4,1.75,4060,4000,2.0,0,3,3,10,2890,1170,1953,1995,98199,47.6375,-122.389,1860,4000 +9541800190,20141010T000000,915000.0,5,2.5,3490,18850,1.0,0,4,4,9,1840,1650,1958,0,98005,47.5955,-122.176,2690,11625 +4038400130,20140711T000000,412000.0,4,1.75,1430,10500,1.0,0,0,4,7,1130,300,1960,0,98007,47.6083,-122.132,2070,8640 +1253200290,20150212T000000,265000.0,4,1.75,1860,9112,1.0,0,0,4,7,1110,750,1963,0,98032,47.3792,-122.282,1570,9112 +2558650130,20140916T000000,426000.0,4,2.25,2120,7700,1.0,0,0,4,7,1490,630,1976,0,98034,47.7207,-122.165,1890,8203 +8732190170,20141210T000000,266000.0,4,2.25,1860,12693,1.0,0,0,3,8,1140,720,1978,0,98023,47.3114,-122.395,1950,8740 +1703400585,20141215T000000,325000.0,3,2.0,2330,4950,1.5,0,0,3,6,1430,900,1900,0,98118,47.5585,-122.29,1160,5115 +1250202115,20150120T000000,615000.0,3,1.75,1670,5100,1.0,0,2,5,7,990,680,1954,0,98144,47.5898,-122.291,2140,4452 +9264911150,20150423T000000,310000.0,3,1.75,2130,7140,1.0,0,0,3,8,1580,550,1979,0,98023,47.3074,-122.341,2180,7906 +7696300080,20140914T000000,340000.0,4,1.75,1900,7313,1.0,0,0,3,7,1900,0,1973,0,98034,47.7311,-122.232,1420,7384 +1931300010,20150501T000000,562500.0,2,1.0,1170,2800,1.5,0,0,4,5,1170,0,1905,0,98103,47.6574,-122.345,1660,4996 +2771602425,20140721T000000,447000.0,2,1.0,980,1600,2.0,0,0,3,8,980,0,2010,0,98119,47.638,-122.375,1180,1600 +2210500010,20140930T000000,2450000.0,7,4.25,4670,23115,2.0,0,2,3,11,4670,0,1992,0,98039,47.6183,-122.227,3240,13912 +1253200170,20140520T000000,250000.0,4,1.5,2500,6300,1.0,0,0,4,7,1500,1000,1961,0,98032,47.3781,-122.284,1720,8925 +6646200420,20150102T000000,633000.0,4,2.5,2020,8044,2.0,0,0,3,8,2020,0,1990,0,98074,47.6247,-122.043,2320,7328 +8822901024,20150423T000000,310000.0,3,2.0,1290,886,3.0,0,0,3,7,1290,0,2004,0,98125,47.7161,-122.295,1270,1152 +1323089056,20141110T000000,439000.0,2,1.75,1620,113862,1.5,0,0,3,7,1620,0,1995,0,98045,47.4821,-121.719,1560,54806 +3629950010,20140820T000000,470000.0,3,3.25,1710,2381,2.0,0,0,3,8,1360,350,2003,0,98029,47.5477,-122.004,1420,1163 +7889100020,20150414T000000,270000.0,3,2.5,1720,8550,1.0,0,0,4,7,1720,0,1968,0,98002,47.2837,-122.207,1460,8550 +7212680020,20141219T000000,299500.0,3,1.75,1820,8813,2.0,0,0,3,7,1820,0,1994,0,98003,47.2622,-122.303,1780,7349 +2222049108,20140918T000000,227000.0,3,1.0,1130,10018,1.0,0,0,4,6,1130,0,1954,0,98032,47.3733,-122.275,1770,7700 +7129303070,20140820T000000,735000.0,4,2.75,3040,2415,2.0,1,4,3,8,3040,0,1966,0,98118,47.5188,-122.256,2620,2433 +6744700424,20140626T000000,537000.0,3,3.0,2410,7479,2.0,0,2,3,7,2410,0,1942,1988,98155,47.7394,-122.288,2610,7479 +1727000680,20141209T000000,699000.0,4,2.5,2440,14470,1.0,0,0,4,9,1660,780,1970,0,98005,47.6401,-122.168,2810,15564 +3226049134,20140902T000000,330000.0,2,1.0,800,4533,1.0,0,0,3,6,600,200,1929,0,98115,47.6979,-122.325,1720,6800 +1760600009,20140829T000000,229000.0,3,1.0,1030,7800,1.0,0,0,3,7,1030,0,1954,0,98168,47.473,-122.324,1630,12664 +3352400351,20141121T000000,200000.0,3,1.0,1480,5600,1.0,0,0,4,6,940,540,1947,0,98178,47.5045,-122.27,1350,11100 +8563000250,20140812T000000,522500.0,3,1.75,1710,9707,1.0,0,0,4,8,1710,0,1966,0,98008,47.623,-122.105,1820,8700 +1370800680,20150324T000000,1295000.0,3,2.75,3450,5350,1.5,0,3,4,9,2590,860,1925,0,98199,47.6389,-122.407,2910,5350 +2726049034,20141110T000000,2000000.0,3,3.25,2610,16387,2.0,1,4,3,9,2610,0,2006,0,98125,47.7175,-122.278,2590,12958 +3623059027,20141022T000000,200000.0,2,0.75,780,55764,1.0,0,0,4,4,780,0,1945,0,98058,47.442,-122.105,1620,30847 +3205500020,20150408T000000,352000.0,3,1.75,1260,7200,1.0,0,0,3,7,1260,0,1971,0,98034,47.7189,-122.178,1460,7200 +8924100305,20150325T000000,855000.0,4,3.0,2590,6250,2.0,0,2,3,9,2240,350,1964,0,98115,47.6774,-122.267,2260,6780 +7524300020,20140820T000000,267000.0,3,2.5,1580,12250,2.0,0,0,3,8,1580,0,1993,0,98198,47.3771,-122.315,1560,9900 +2436200715,20140506T000000,484000.0,2,1.75,1660,6000,1.0,0,0,3,7,1160,500,1942,0,98105,47.6624,-122.291,1660,4000 +5469501850,20140629T000000,402000.0,4,2.75,2950,15540,1.0,0,0,4,8,2120,830,1974,0,98042,47.3845,-122.152,2840,17136 +9187200275,20150420T000000,905000.0,4,2.25,2240,5000,2.0,0,0,3,8,1770,470,1900,2014,98122,47.6027,-122.295,2120,5000 +274000020,20140808T000000,274000.0,4,1.75,1940,7500,1.0,0,0,4,7,1720,220,1966,0,98030,47.3736,-122.215,2000,9000 +6151800225,20150409T000000,475000.0,3,1.75,1850,26445,1.0,0,0,4,7,1850,0,1962,1977,98010,47.3412,-122.051,2110,23280 +8924600020,20141114T000000,1535000.0,4,4.5,5770,10050,1.0,0,3,5,9,3160,2610,1949,0,98115,47.677,-122.275,2950,6700 +4003000285,20140504T000000,628000.0,4,2.0,2280,6010,1.0,0,0,3,7,1140,1140,1900,0,98122,47.6034,-122.289,2240,6200 +290000095,20140617T000000,675000.0,6,1.75,2740,6360,1.0,0,3,3,8,1370,1370,1953,0,98146,47.5062,-122.385,2150,6600 +1565930130,20141104T000000,429900.0,4,3.25,3760,4675,2.0,0,0,3,8,2740,1020,2007,0,98038,47.3862,-122.048,3280,4033 +6123000225,20140625T000000,260000.0,3,1.5,1580,8184,1.0,0,0,3,7,1140,440,1954,0,98148,47.4294,-122.331,1540,9476 +4385700285,20140903T000000,690000.0,3,1.75,1600,4400,1.0,0,0,3,7,1030,570,1941,0,98112,47.6348,-122.281,2150,4000 +2469000010,20150323T000000,1081000.0,4,2.25,2100,12172,1.0,0,0,5,9,2100,0,1961,0,98040,47.5458,-122.227,2400,10713 +5205000020,20150409T000000,360000.0,4,2.5,2610,7333,2.0,0,0,3,8,2610,0,1988,0,98003,47.2721,-122.293,2280,9033 +461002890,20140619T000000,499000.0,3,1.75,1840,5000,1.0,0,0,4,7,920,920,1910,0,98117,47.6808,-122.376,1220,5000 +1823059030,20140818T000000,159000.0,3,1.0,1320,6534,1.0,0,0,3,7,1320,0,1952,0,98055,47.4806,-122.223,2140,7405 +8848400020,20150327T000000,430000.0,3,1.75,1540,8100,1.0,0,0,4,7,940,600,1947,0,98133,47.749,-122.351,1840,8100 +4122500095,20150413T000000,1050000.0,5,2.75,2520,18625,1.0,0,0,3,8,1660,860,1959,0,98004,47.6409,-122.207,3000,16624 +2597300020,20141113T000000,725000.0,5,2.5,3780,20000,1.0,0,1,4,9,1890,1890,1978,0,98155,47.7603,-122.273,2840,19908 +2788400020,20140710T000000,150000.0,3,1.0,1200,9527,1.0,0,0,3,7,1200,0,1959,0,98168,47.5112,-122.316,1510,9457 +7856610130,20140721T000000,840000.0,4,2.25,2720,8712,2.0,0,0,4,9,2720,0,1976,0,98006,47.5616,-122.153,2470,8714 +3303860460,20150415T000000,499000.0,4,2.5,3100,5700,2.0,0,0,3,9,3100,0,2011,0,98038,47.3696,-122.058,3060,6000 +2112700920,20141014T000000,285000.0,3,1.75,1630,4000,1.0,0,0,3,7,1100,530,1968,0,98106,47.5351,-122.353,1300,4000 +6880210020,20150308T000000,340000.0,4,2.5,1910,7201,1.0,0,0,3,7,1210,700,1987,0,98198,47.3908,-122.316,1690,7554 +6139100101,20150505T000000,405100.0,4,2.0,1580,7300,1.0,0,0,4,7,1580,0,1955,0,98155,47.7598,-122.328,1180,9450 +7202330920,20140807T000000,464000.0,3,2.5,1690,4898,2.0,0,0,3,7,1690,0,2003,0,98053,47.6834,-122.038,2220,4933 +8146300020,20140529T000000,723000.0,4,2.25,1960,8680,1.0,0,0,4,8,1290,670,1959,0,98004,47.6076,-122.192,2160,8680 +7418000130,20141211T000000,430000.0,8,3.25,4300,10441,2.0,0,0,4,8,2800,1500,1979,0,98059,47.4786,-122.131,1780,10457 +9276200635,20150430T000000,645000.0,3,1.75,1840,4255,1.0,0,0,3,7,940,900,1907,2005,98116,47.58,-122.392,1600,4255 +251610020,20150508T000000,1580000.0,4,2.75,3480,19991,2.0,0,2,4,10,2630,850,1979,0,98004,47.6354,-122.214,3770,20271 +8825900020,20140811T000000,925000.0,5,3.0,2710,4200,2.0,0,0,3,7,1890,820,1919,2014,98115,47.6754,-122.307,2150,4200 +3856903495,20140709T000000,759000.0,4,1.75,2100,4750,1.0,0,0,3,7,1340,760,1975,0,98103,47.6695,-122.333,1700,4125 +6382500020,20140805T000000,690000.0,4,2.0,1760,7800,1.0,0,0,3,8,1760,0,1954,0,98117,47.6945,-122.38,1950,7800 +522059352,20150326T000000,358800.0,4,2.5,2155,8140,2.0,0,0,3,8,2155,0,1996,0,98031,47.4204,-122.201,2155,7245 +1778500595,20150413T000000,683000.0,5,1.5,1720,4000,1.5,0,0,3,7,1520,200,1925,0,98112,47.6197,-122.287,2280,4000 +4083300595,20141208T000000,650000.0,3,1.0,1430,4240,1.5,0,0,3,7,1430,0,1924,0,98103,47.6595,-122.337,1660,4240 +2100200020,20141209T000000,288000.0,5,2.75,2790,4807,1.5,0,0,4,7,2140,650,1949,0,98002,47.3098,-122.223,1056,4807 +2597500840,20140707T000000,209950.0,3,1.5,1180,7300,1.0,0,0,4,7,1180,0,1968,0,98002,47.2857,-122.197,2030,8424 +7935000595,20141008T000000,939000.0,3,3.5,2450,9248,2.0,0,4,3,8,1960,490,1933,1993,98136,47.5476,-122.397,2620,10207 +7857003318,20140816T000000,320000.0,3,1.0,1330,5850,1.0,0,0,3,7,930,400,1954,0,98108,47.5498,-122.298,1440,5850 +9211520020,20140822T000000,283748.0,3,2.25,1940,9560,2.0,0,0,3,7,1940,0,1989,0,98023,47.2998,-122.387,1800,9560 +1460000080,20140731T000000,370000.0,3,2.25,1600,7620,1.0,0,0,3,7,1280,320,1987,0,98011,47.774,-122.208,1600,8215 +3444120130,20150327T000000,399950.0,4,2.75,3210,41689,1.0,0,0,4,8,1610,1600,1989,0,98042,47.3493,-122.062,2100,41384 +908000010,20141212T000000,360000.0,5,2.5,2880,6902,1.0,0,0,3,8,1680,1200,1976,2007,98058,47.4332,-122.144,2080,5586 +3123800080,20141112T000000,365000.0,2,1.5,1160,8060,1.0,0,0,4,7,1160,0,1950,0,98136,47.5146,-122.386,1500,8060 +8641500345,20141219T000000,396900.0,3,2.0,1360,3120,2.0,0,0,3,7,1360,0,1989,0,98115,47.6943,-122.307,1360,3120 +3717000250,20150422T000000,321000.0,3,2.5,2014,4500,2.0,0,0,3,7,2014,0,2005,0,98001,47.3371,-122.256,2014,4500 +7697860130,20150106T000000,245000.0,3,2.0,1440,7008,1.0,0,0,3,7,1440,0,1985,0,98030,47.3702,-122.182,1680,7200 +9169100130,20141007T000000,502000.0,2,1.0,1570,4704,1.5,0,1,3,8,1570,0,1931,0,98136,47.5256,-122.392,1820,4704 +2944500470,20140605T000000,257000.0,4,2.75,2330,7642,1.0,0,0,3,8,1800,530,1990,0,98023,47.2946,-122.37,2320,7933 +7424110130,20140515T000000,423000.0,4,1.75,1880,7303,1.0,0,0,3,7,1010,870,1976,0,98034,47.7129,-122.203,1710,7200 +4037000635,20150327T000000,485000.0,4,2.25,1850,9911,1.0,0,0,4,7,1850,0,1957,0,98008,47.6019,-122.116,1650,8670 +2141500020,20141217T000000,500000.0,4,2.5,2230,8560,2.0,0,0,3,8,2230,0,2002,0,98059,47.4877,-122.143,2400,7756 +952000725,20141021T000000,442000.0,2,1.0,990,4313,1.5,0,2,4,6,990,0,1917,0,98126,47.5677,-122.38,1480,5750 +9550204620,20150512T000000,475000.0,3,1.75,1720,3825,1.5,0,0,3,7,1720,0,1925,0,98105,47.666,-122.327,2000,3825 +6891800250,20150406T000000,625000.0,4,2.25,3230,9935,2.0,0,0,3,8,3230,0,1986,0,98028,47.7685,-122.257,2820,9722 +7812801850,20141015T000000,194000.0,3,1.0,1180,6050,1.0,0,0,3,6,820,360,1944,0,98178,47.4945,-122.249,1070,6050 +7504180170,20140707T000000,410000.0,3,2.25,1450,19206,2.0,0,0,3,7,1450,0,1989,0,98074,47.62,-122.052,1710,21485 +686800080,20140612T000000,1034500.0,4,2.5,2370,10858,2.0,0,0,3,9,2370,0,2003,0,98004,47.6336,-122.192,2510,21673 +7853300290,20150324T000000,490000.0,4,2.5,2570,6157,2.0,0,0,3,7,2570,0,2006,0,98065,47.5389,-121.89,2060,5292 +7905380380,20141209T000000,348500.0,4,1.75,1870,7575,1.0,0,0,3,7,1480,390,1972,0,98034,47.7205,-122.218,1670,7575 +1972202320,20150427T000000,380000.0,3,1.0,1220,3000,1.5,0,0,3,6,1220,0,1901,0,98103,47.6506,-122.346,1350,3000 +1710400007,20141211T000000,660000.0,3,2.0,1770,2150,3.0,0,0,3,8,1770,0,1999,0,98122,47.6102,-122.314,2010,3200 +2985800225,20150401T000000,525000.0,3,1.0,1500,6800,1.0,0,0,3,7,1500,0,1943,0,98105,47.6706,-122.268,1500,6800 +1721059069,20140717T000000,235000.0,3,2.0,1110,8724,1.0,0,0,4,7,1110,0,1990,0,98002,47.3056,-122.206,1390,7750 +7852160170,20150422T000000,1210000.0,4,3.75,4980,18069,2.0,0,3,3,11,4980,0,2006,0,98065,47.5348,-121.856,4080,14577 +626049102,20150324T000000,397950.0,4,1.75,2360,8116,1.0,0,0,4,7,1180,1180,1916,1970,98133,47.7635,-122.335,1670,8160 +7349660050,20141118T000000,268000.0,3,1.75,1600,7711,1.0,0,0,3,7,1600,0,1999,0,98002,47.284,-122.202,2100,7711 +1231000660,20140521T000000,525000.0,3,1.0,1450,4000,1.0,0,1,4,8,950,500,1948,0,98118,47.5554,-122.266,1880,4000 +9558900010,20141006T000000,549950.0,3,2.5,2680,5860,2.0,0,0,3,8,2680,0,2001,0,98011,47.7557,-122.223,2680,5860 +3897100170,20140827T000000,370000.0,3,1.75,1150,6600,1.5,0,0,4,6,1150,0,1970,0,98033,47.6709,-122.185,1530,6600 +1150700170,20140926T000000,299000.0,4,2.25,1870,6693,2.0,0,0,3,7,1870,0,1996,0,98003,47.2774,-122.299,1650,6518 +2769600305,20150115T000000,715000.0,6,2.75,3400,5000,2.0,0,2,3,8,2860,540,1977,0,98107,47.6728,-122.362,1800,5000 +3876001330,20150424T000000,430000.0,4,1.5,1810,7200,1.0,0,0,3,7,1810,0,1966,0,98034,47.7207,-122.186,2060,7200 +984220290,20150210T000000,345000.0,3,1.75,1860,7191,1.0,0,0,4,7,1260,600,1975,0,98058,47.4338,-122.168,1850,7490 +3616600250,20140527T000000,1600000.0,3,3.25,3790,19000,2.0,0,4,3,10,3790,0,1985,0,98177,47.724,-122.373,2740,18628 +1529200480,20140518T000000,534640.0,3,2.5,2130,3500,1.0,0,0,4,8,1210,920,1994,0,98072,47.736,-122.159,2030,3710 +2533300680,20141007T000000,1225000.0,3,2.5,2860,4500,2.0,0,2,3,8,1980,880,1915,0,98119,47.6463,-122.371,2310,4500 +6752600130,20150413T000000,351000.0,4,2.5,2370,7274,2.0,0,0,3,7,2370,0,1997,0,98031,47.3982,-122.171,2090,7656 +9332800020,20140715T000000,745000.0,4,2.25,2290,10409,2.0,0,0,3,8,2290,0,1972,0,98005,47.6351,-122.168,2040,10409 +1121000095,20141105T000000,320000.0,2,1.0,1120,5329,1.0,0,1,3,6,750,370,1929,0,98126,47.5421,-122.378,1530,5330 +6751500285,20140731T000000,555700.0,3,2.0,1810,12420,1.0,0,0,4,7,1810,0,1957,0,98008,47.5888,-122.127,2230,12330 +1310370020,20140708T000000,690000.0,4,2.5,3220,35400,2.0,0,0,3,9,3220,0,1991,0,98072,47.7547,-122.114,3050,35252 +4019300680,20141231T000000,449000.0,3,1.75,1660,9697,1.0,0,0,4,7,1660,0,1952,0,98155,47.7564,-122.286,2060,20624 +4408100095,20140502T000000,308500.0,2,1.0,850,6174,1.0,0,0,4,7,850,0,1950,0,98155,47.7352,-122.328,1100,6174 +8944460020,20150305T000000,340000.0,4,2.5,2665,5868,2.0,0,0,3,9,2665,0,2006,0,98030,47.3831,-122.185,2665,6092 +8824900020,20150327T000000,937750.0,4,2.75,2580,3560,1.5,0,0,5,7,1710,870,1917,0,98115,47.6753,-122.304,1980,3800 +7135520780,20140506T000000,725126.0,4,2.5,3200,12369,2.0,0,0,3,10,3200,0,1998,0,98059,47.5273,-122.143,3770,12960 +179001101,20150105T000000,135000.0,3,1.0,840,3000,1.0,0,0,3,5,840,0,1943,0,98178,47.494,-122.275,1010,6000 +4177100005,20150403T000000,635000.0,4,2.5,2970,7961,1.0,0,0,3,8,2020,950,1969,0,98125,47.7118,-122.29,1410,7959 +910000104,20140806T000000,245500.0,2,1.0,790,7500,1.0,0,0,3,6,790,0,1950,0,98011,47.7644,-122.198,1970,8970 +3353400840,20141202T000000,230000.0,6,1.5,2140,36509,1.5,0,0,4,8,2140,0,1903,1979,98001,47.2668,-122.252,1710,12000 +8964800050,20150304T000000,1770000.0,3,2.5,2580,14603,1.0,0,2,4,9,2580,0,1951,0,98004,47.6199,-122.212,2410,14347 +726049217,20141110T000000,425000.0,5,2.5,2180,7875,1.0,0,0,4,7,1200,980,1955,0,98133,47.7543,-122.341,1840,5105 +2926049376,20150420T000000,220000.0,2,1.0,1060,10423,1.5,0,0,3,7,1060,0,1965,0,98125,47.705,-122.313,2240,10200 +5589300715,20140829T000000,370000.0,3,2.0,1860,9100,1.5,0,0,3,8,1860,0,1939,2006,98155,47.7522,-122.304,1620,9519 +7229900285,20140917T000000,390000.0,3,2.0,1840,16815,1.0,0,0,5,7,960,880,1972,0,98059,47.4837,-122.11,1810,16732 +2722059215,20140603T000000,239000.0,3,1.75,1340,16480,1.0,0,0,4,7,1340,0,1968,0,98042,47.364,-122.162,1520,10451 +2473372040,20150102T000000,345000.0,4,2.25,2320,7350,2.0,0,0,3,8,2320,0,1973,0,98058,47.4512,-122.131,2170,7350 +3546000630,20140826T000000,289000.0,3,2.5,2110,8304,1.0,0,0,4,7,2110,0,1985,0,98030,47.3558,-122.173,1680,7508 +7888400500,20150508T000000,285000.0,5,1.5,1840,8050,1.5,0,0,4,7,1840,0,1962,0,98198,47.3668,-122.312,1690,8151 +1823049182,20140915T000000,147400.0,3,2.0,1080,9225,1.0,0,0,2,7,1080,0,1955,0,98146,47.4842,-122.346,1410,9840 +8712100020,20150127T000000,600000.0,2,1.0,1290,4636,1.0,0,0,3,7,1290,0,1924,0,98112,47.6393,-122.301,1940,4635 +7961500010,20140806T000000,245000.0,3,2.25,2210,10794,1.0,0,0,3,7,1540,670,1967,0,98178,47.4911,-122.224,2230,10753 +7961500010,20150304T000000,520000.0,3,2.25,2210,10794,1.0,0,0,3,7,1540,670,1967,0,98178,47.4911,-122.224,2230,10753 +2424400130,20140518T000000,352500.0,3,2.25,1410,14110,1.0,0,2,3,7,1170,240,1987,0,98065,47.5336,-121.76,1560,18336 +9406510130,20150505T000000,448000.0,5,3.5,3740,24684,2.0,0,0,3,9,2760,980,1998,0,98038,47.3832,-122.057,2880,26023 +3832700250,20140929T000000,270000.0,4,2.75,2440,7150,1.0,0,0,3,7,1200,1240,1963,1985,98032,47.3662,-122.282,1790,7150 +809000525,20140826T000000,872500.0,3,2.5,2040,6000,1.0,0,0,3,8,1840,200,1951,0,98109,47.6334,-122.35,1820,4920 +1370800225,20150318T000000,2152500.0,4,3.25,3840,6214,1.5,0,3,4,10,2590,1250,1939,0,98199,47.6388,-122.406,3280,5915 +3388100020,20140812T000000,225000.0,3,1.5,1660,7221,1.0,0,0,3,7,980,680,1962,0,98168,47.4962,-122.32,1770,8083 +2770604615,20141121T000000,735000.0,4,2.0,1640,6000,1.5,0,0,4,9,1640,0,1911,0,98119,47.6505,-122.375,1900,6000 +3754700420,20150401T000000,375000.0,3,1.0,1310,8400,1.0,0,0,3,7,1310,0,1972,1989,98034,47.7253,-122.197,1680,8000 +6669020290,20141023T000000,169000.0,3,1.75,1720,9775,1.0,0,0,3,8,1720,0,1978,0,98032,47.3731,-122.286,1970,8400 +6669020290,20150304T000000,279950.0,3,1.75,1720,9775,1.0,0,0,3,8,1720,0,1978,0,98032,47.3731,-122.286,1970,8400 +5493110020,20150116T000000,1950000.0,4,2.75,4020,18745,2.0,0,4,4,10,2830,1190,1989,0,98004,47.6042,-122.21,3150,20897 +6064800470,20140805T000000,310000.0,3,2.25,1960,2345,2.0,0,0,3,7,1750,210,2003,0,98118,47.5419,-122.288,1760,1958 +9304400010,20140730T000000,975000.0,4,2.5,3240,35083,2.0,0,0,4,9,3240,0,1978,0,98005,47.6337,-122.154,3340,24501 +5566100170,20141029T000000,650000.0,10,2.0,3610,11914,2.0,0,0,4,7,3010,600,1958,0,98006,47.5705,-122.175,2040,11914 +3025049028,20141216T000000,930000.0,2,1.5,1800,4500,1.0,0,2,3,7,1000,800,1942,0,98109,47.6305,-122.347,2270,3840 +2848700095,20150402T000000,412000.0,4,1.5,1960,5000,1.0,0,0,3,7,980,980,1912,0,98106,47.5688,-122.363,1300,5000 +2172000894,20150417T000000,225000.0,3,1.0,1250,10200,1.0,0,0,3,6,1250,0,1965,0,98178,47.4902,-122.256,1800,8283 +3034200660,20140619T000000,507000.0,3,2.5,2120,7201,2.0,0,0,3,8,2120,0,2003,0,98133,47.7174,-122.337,1930,7206 +3304700130,20150128T000000,1755000.0,4,4.0,3860,67953,2.0,0,2,4,12,3860,0,1927,0,98177,47.7469,-122.378,4410,128066 +6661200080,20141117T000000,230000.0,3,2.5,1340,3011,2.0,0,0,3,7,1340,0,1995,0,98038,47.3839,-122.038,1060,3232 +8835800480,20150223T000000,316000.0,1,2.0,1780,188465,2.0,0,0,3,10,1780,0,2001,0,98045,47.4506,-121.768,1780,21094 +7853430660,20140910T000000,616200.0,5,3.25,3920,4832,2.0,0,0,3,9,3030,890,2014,0,98065,47.5202,-121.885,2660,4832 +7511200020,20140829T000000,509900.0,3,1.75,1690,53578,1.0,0,0,3,8,1690,0,1984,0,98053,47.6546,-122.049,2290,52707 +2597670080,20150316T000000,370000.0,4,2.5,2570,7753,2.0,0,0,3,8,2570,0,1987,0,98058,47.4237,-122.162,2140,7615 +2423010130,20150306T000000,619100.0,3,1.75,1870,7030,1.0,0,0,3,7,1870,0,1977,0,98033,47.6999,-122.17,1820,7500 +2927600415,20140821T000000,805000.0,3,2.25,2860,11250,1.0,0,1,5,8,2290,570,1956,0,98166,47.4534,-122.372,2030,11250 +2770604665,20150202T000000,612125.0,2,1.5,1670,6000,1.0,0,0,3,7,1090,580,1950,0,98119,47.6517,-122.374,1670,6000 +425049181,20140912T000000,350000.0,2,1.5,1070,937,3.0,0,0,3,8,1070,0,2003,0,98115,47.6761,-122.3,1100,3200 +3223059217,20141104T000000,225000.0,2,1.0,940,15000,1.0,0,0,3,7,940,0,1960,0,98055,47.4312,-122.195,1450,15000 +6669240130,20141022T000000,335000.0,3,2.5,2588,5701,2.0,0,0,3,8,2588,0,2008,0,98042,47.3449,-122.151,2389,5702 +3303960080,20150331T000000,972800.0,5,3.25,3500,10457,2.0,0,0,3,11,3500,0,2001,0,98059,47.5198,-122.157,3500,11734 +2413910190,20150202T000000,500000.0,3,1.75,1690,48096,1.0,0,0,3,7,1690,0,1973,0,98053,47.6745,-122.061,2070,35160 +9185700285,20141223T000000,2200000.0,4,3.75,3790,7200,2.0,0,0,3,10,2530,1260,1931,0,98112,47.6264,-122.289,3250,7200 +4040800050,20141119T000000,415000.0,3,1.5,1090,8400,1.0,0,0,4,7,1090,0,1966,0,98008,47.6219,-122.115,1320,8400 +3438500742,20140826T000000,399000.0,3,3.0,2240,10479,2.0,0,0,4,7,1710,530,1950,0,98106,47.5529,-122.356,1530,5244 +2326300010,20140520T000000,376000.0,2,1.0,1150,4000,1.0,0,0,3,7,1150,0,1947,0,98199,47.6575,-122.394,1150,4288 +4322200050,20141217T000000,340000.0,3,2.0,1870,3378,1.0,0,0,3,7,1120,750,1913,0,98136,47.5371,-122.393,1870,1872 +6403510130,20141114T000000,490000.0,5,2.75,2990,7200,2.0,0,0,3,8,2990,0,1997,0,98059,47.4955,-122.16,2710,7620 +4307340130,20140622T000000,374000.0,4,2.5,2580,6260,2.0,0,0,3,7,2580,0,2004,0,98056,47.4858,-122.185,2160,3600 +7237600130,20150326T000000,852000.0,4,1.0,2220,3588,1.5,0,0,4,7,1470,750,1927,0,98115,47.6854,-122.308,1740,3588 +5706300020,20141125T000000,473000.0,3,2.25,1620,12309,2.0,0,0,3,7,1620,0,1987,0,98074,47.6188,-122.029,2030,13963 +6446200050,20150504T000000,540000.0,3,1.75,2590,25992,1.0,0,0,3,8,1970,620,1968,0,98029,47.5521,-122.03,2590,29250 +7744500020,20140826T000000,431000.0,2,2.0,1390,12530,1.0,0,0,3,8,970,420,1959,0,98155,47.7499,-122.29,1940,12530 +3971700635,20150506T000000,435000.0,4,3.0,2270,7245,1.0,0,0,3,7,1410,860,1979,0,98155,47.7722,-122.315,1740,7571 +3625059109,20140508T000000,1051000.0,4,3.0,2920,33976,1.0,0,3,5,8,1460,1460,1964,0,98008,47.6164,-122.104,2970,15210 +6379500216,20140513T000000,450000.0,3,2.75,1250,892,2.0,0,0,3,8,1040,210,2010,0,98116,47.5826,-122.387,1250,1296 +1123049027,20150319T000000,157500.0,3,1.0,1100,27008,1.0,0,0,3,6,960,140,1935,0,98178,47.4963,-122.249,1280,8890 +1938400010,20141217T000000,244000.0,3,1.75,1500,7475,1.0,0,0,4,8,1500,0,1976,0,98023,47.3155,-122.365,1940,7475 +3204900010,20150211T000000,550000.0,3,2.5,2800,10603,2.0,0,0,3,9,2800,0,2001,0,98011,47.7528,-122.195,2580,10603 +6979900010,20140905T000000,975000.0,4,2.5,3420,183387,2.0,0,0,3,10,3420,0,2000,0,98053,47.633,-121.972,2260,34613 +1422069069,20150205T000000,426500.0,4,2.75,2100,88426,1.0,0,0,3,6,2100,0,1990,0,98038,47.399,-122.011,2150,63162 +9834200305,20140716T000000,350000.0,3,1.0,1790,3876,1.5,0,0,5,7,1090,700,1904,0,98144,47.575,-122.288,1360,4080 +9834200305,20150210T000000,615000.0,3,1.0,1790,3876,1.5,0,0,5,7,1090,700,1904,0,98144,47.575,-122.288,1360,4080 +3396820010,20150223T000000,542000.0,3,2.25,2220,12056,2.0,0,0,3,8,2220,0,1985,0,98052,47.7148,-122.101,2320,12025 +1929300415,20141119T000000,710000.0,4,1.75,2000,6000,1.0,0,3,5,7,1000,1000,1956,0,98109,47.6428,-122.348,2610,4377 +8001600130,20150501T000000,289950.0,3,2.5,1770,9450,1.0,0,0,3,8,1770,0,1988,0,98001,47.3196,-122.272,2200,8582 +3835500585,20141016T000000,1900000.0,4,2.75,4280,12668,2.0,0,0,3,9,3900,380,1947,2008,98004,47.6185,-122.219,3590,12670 +7518505910,20141119T000000,528000.0,2,1.0,1260,5100,1.5,0,0,4,7,1120,140,1925,0,98117,47.6805,-122.384,1260,5100 +7518505610,20150325T000000,471000.0,2,1.0,840,5100,1.0,0,0,4,7,840,0,1949,0,98117,47.6779,-122.384,1550,5100 +5412100920,20141203T000000,250000.0,4,2.75,1830,6643,2.0,0,0,3,8,1830,0,2001,0,98001,47.2601,-122.286,2400,6472 +2329700440,20141027T000000,155000.0,3,1.5,970,8400,1.0,0,0,3,7,970,0,1966,0,98003,47.3284,-122.331,1230,8400 +923000413,20140818T000000,515000.0,4,1.5,1740,8160,1.5,0,0,4,7,1400,340,1946,0,98177,47.7243,-122.363,1600,8160 +9406521150,20150305T000000,336600.0,3,2.25,1654,8464,2.0,0,0,3,7,1654,0,1995,0,98038,47.3618,-122.033,1975,8515 +810000080,20150310T000000,915000.0,3,2.25,2390,2750,2.0,0,0,5,8,1580,810,1925,0,98109,47.6339,-122.354,2200,5160 +3762900130,20140715T000000,350000.0,2,1.75,1080,7242,2.0,0,0,4,7,1080,0,1984,0,98034,47.7065,-122.235,1800,7321 +1651800010,20140702T000000,1300000.0,4,1.75,2610,21600,1.0,0,0,4,8,2610,0,1966,0,98004,47.6245,-122.227,2920,20330 +3876500290,20150305T000000,175000.0,3,1.0,1070,6164,1.0,0,0,3,7,1070,0,1967,0,98001,47.3377,-122.291,1320,7920 +4443800545,20150330T000000,545000.0,2,2.0,1430,3880,1.0,0,0,4,7,1430,0,1949,0,98117,47.6844,-122.392,1430,3880 +9218400050,20141227T000000,475000.0,4,3.0,2400,5400,2.0,0,2,4,7,1600,800,1965,0,98178,47.5099,-122.26,2400,5400 +1023059108,20150430T000000,390000.0,2,1.0,670,11505,1.0,0,0,3,5,670,0,2003,0,98059,47.499,-122.157,2180,11505 +2787250190,20140717T000000,645000.0,4,2.5,2860,14000,2.0,0,0,3,8,2860,0,1995,0,98019,47.7306,-121.973,2650,14564 +4019301205,20141202T000000,410000.0,3,1.5,2270,8187,1.0,0,0,4,8,1420,850,1954,0,98155,47.7573,-122.278,2020,14092 +2607760190,20150331T000000,480000.0,4,2.5,2180,9861,2.0,0,2,3,8,2180,0,1997,0,98045,47.4817,-121.802,2390,9761 +1250203135,20140701T000000,725000.0,3,1.75,1860,6000,2.0,0,2,4,8,1860,0,1959,0,98144,47.5981,-122.288,3030,7119 +1424069069,20140522T000000,1150000.0,6,4.5,6040,219542,2.0,0,0,3,11,4100,1940,1996,0,98029,47.5622,-122.003,2010,32362 +7304301300,20140702T000000,300000.0,2,1.0,1010,11919,1.0,0,0,3,6,1010,0,1947,0,98155,47.7461,-122.322,1220,11240 +8835400290,20150309T000000,752000.0,4,2.5,2570,8178,1.0,0,2,3,8,1710,860,1961,0,98118,47.5483,-122.261,2050,7500 +3630030440,20140923T000000,585000.0,4,2.5,1950,3720,2.0,0,0,3,8,1950,0,2004,0,98029,47.5503,-121.997,1720,3720 +1088000050,20150213T000000,678700.0,3,1.75,1970,10548,1.0,0,0,4,8,1300,670,1973,0,98033,47.6669,-122.179,2500,8548 +7504010480,20150417T000000,603000.0,4,2.25,2110,11155,2.0,0,0,3,9,2110,0,1975,0,98074,47.6386,-122.058,2660,11900 +8644500010,20150320T000000,715000.0,3,1.75,1650,7276,1.5,0,4,4,7,1150,500,1928,0,98117,47.6989,-122.399,2300,8088 +1326059142,20141028T000000,1395000.0,4,3.0,3520,128502,2.0,0,2,4,10,3520,0,1981,0,98072,47.7448,-122.117,3260,79714 +3754501205,20150429T000000,1085000.0,3,2.5,2840,7500,2.0,0,3,3,11,2840,0,1997,0,98034,47.7049,-122.224,2580,5918 +7625701900,20150222T000000,467500.0,2,1.75,1490,4800,1.0,0,0,4,7,750,740,1918,0,98136,47.5496,-122.391,1400,6000 +1926049398,20141013T000000,359000.0,3,2.25,1650,7218,1.0,0,0,3,7,1230,420,1985,0,98133,47.7237,-122.335,1690,7459 +6372000190,20140826T000000,745000.0,4,2.0,1960,4520,1.0,0,0,3,8,960,1000,1922,2001,98116,47.58,-122.405,1680,4520 +3622059088,20140513T000000,450000.0,3,2.25,2450,42180,1.0,0,0,4,7,2450,0,1978,2000,98042,47.3549,-122.111,1440,42180 +809003105,20150408T000000,935000.0,3,2.0,1720,2000,1.5,0,0,3,8,1060,660,1910,2000,98109,47.6384,-122.35,1590,4000 +8956000250,20140903T000000,615000.0,3,2.5,1980,3128,2.0,0,0,3,8,1890,90,2009,0,98027,47.5456,-122.016,2160,2240 +1241500351,20140929T000000,1031000.0,3,2.5,4110,35741,2.0,0,0,3,7,4110,0,1976,0,98033,47.6642,-122.171,2710,8865 +7457400250,20150106T000000,283500.0,4,2.5,1990,5577,2.0,0,0,3,7,1990,0,1999,0,98092,47.3191,-122.191,2020,6400 +6154900130,20141202T000000,340000.0,2,1.0,860,7102,1.0,0,0,3,6,860,0,1947,0,98177,47.7042,-122.369,1450,7102 +1853500130,20150225T000000,370000.0,4,2.5,2320,9264,2.0,0,0,3,8,2320,0,1994,0,98188,47.4449,-122.274,2320,9129 +1854750010,20140820T000000,1150000.0,3,2.5,4190,9624,2.0,0,0,3,10,4190,0,1999,0,98006,47.5642,-122.127,3650,8321 +9320500080,20140510T000000,265000.0,4,1.0,1940,9533,1.0,0,0,3,7,1080,860,1962,0,98031,47.4139,-122.208,1940,8839 +7228500415,20140826T000000,480000.0,4,2.25,2520,2370,2.0,0,0,3,8,1690,830,1908,0,98122,47.6109,-122.303,1530,2370 +3142600130,20140617T000000,667500.0,3,2.0,1880,3800,1.0,0,0,5,7,1030,850,1927,0,98115,47.6841,-122.309,1700,3800 +629000605,20150227T000000,1398000.0,3,2.5,2910,10044,2.0,0,0,4,10,2910,0,1989,0,98004,47.5845,-122.199,2420,12287 +5536100005,20140808T000000,2300000.0,7,4.75,5310,8816,2.0,0,0,3,10,3650,1660,2013,0,98004,47.6221,-122.208,2920,10610 +3990000050,20140616T000000,465000.0,3,2.25,2670,7500,1.0,0,0,4,7,1640,1030,1966,0,98166,47.4608,-122.354,1970,9598 +1320069249,20141020T000000,192500.0,1,1.0,470,63737,1.0,0,2,5,5,470,0,1924,0,98022,47.2163,-121.984,1350,46762 +9357000635,20150323T000000,345000.0,3,1.0,1060,5600,1.0,0,0,4,6,760,300,1943,0,98146,47.5116,-122.379,1310,5600 +2207200635,20140602T000000,439800.0,3,1.5,1120,6900,1.0,0,0,5,7,1120,0,1956,0,98007,47.6023,-122.132,1300,7000 +3798000130,20140725T000000,468000.0,4,1.75,2250,8580,1.0,0,0,4,7,1330,920,1958,0,98011,47.7633,-122.199,2250,10032 +2680700010,20140724T000000,775000.0,4,2.5,2070,8473,1.0,0,0,4,8,1250,820,1976,0,98033,47.6608,-122.19,2070,9499 +3066200440,20140608T000000,684680.0,4,2.25,2370,9360,2.0,0,0,4,8,2370,0,1979,0,98052,47.6518,-122.123,2370,9720 +3293400020,20150116T000000,910000.0,4,3.5,3570,27699,2.0,0,0,3,11,3570,0,1990,0,98052,47.7173,-122.098,3800,35880 +2425049063,20140911T000000,3640900.0,4,3.25,4830,22257,2.0,1,4,4,11,4830,0,1990,0,98039,47.6409,-122.241,3820,25582 +114101426,20140617T000000,375000.0,3,1.75,1160,22470,1.0,0,0,4,7,1160,0,1976,0,98028,47.7595,-122.23,1940,15999 +100500020,20140911T000000,250000.0,3,2.5,1610,6600,2.0,0,0,3,7,1610,0,1994,0,98003,47.2827,-122.302,1660,7689 +1732800780,20150212T000000,3065000.0,5,3.0,4150,7500,2.5,0,4,5,11,3510,640,1909,0,98119,47.6303,-122.362,2250,4050 +7955050250,20141125T000000,442500.0,4,2.25,1840,7575,1.0,0,0,4,7,1390,450,1973,0,98034,47.7328,-122.198,1820,7500 +3521059134,20140523T000000,900000.0,3,3.5,4080,217697,1.5,0,3,3,10,4080,0,2000,0,98092,47.2604,-122.139,2710,217790 +6908200006,20140919T000000,699000.0,3,2.0,1820,4080,2.0,0,2,3,8,1820,0,1937,1987,98107,47.6735,-122.401,2160,5400 +4012800010,20140506T000000,360000.0,4,2.0,2680,18768,1.0,0,0,5,8,2680,0,1965,0,98001,47.3182,-122.279,1230,15750 +629800660,20140909T000000,1675000.0,4,4.75,4790,25412,2.0,0,0,3,12,4790,0,1999,0,98074,47.603,-122.012,3830,16314 +425059024,20150129T000000,675000.0,5,2.0,2420,21000,1.5,0,0,3,8,2420,0,1966,0,98033,47.677,-122.165,1940,8085 +8911000425,20140918T000000,345000.0,2,1.0,1130,8081,1.0,0,0,4,7,1130,0,1921,0,98133,47.7064,-122.355,1220,7800 +3438502066,20150408T000000,229000.0,4,1.0,1320,5000,1.5,0,0,3,7,1320,0,1928,0,98106,47.5457,-122.363,1640,5164 +3022039069,20150326T000000,300000.0,3,1.0,1290,12415,1.5,0,0,3,6,1290,0,1908,0,98070,47.3719,-122.461,1620,12415 +1862400471,20140820T000000,392500.0,3,3.25,1600,1289,3.0,0,0,3,8,1600,0,1998,0,98117,47.6957,-122.375,1600,1376 +7518505851,20140616T000000,552000.0,3,1.0,1120,2300,1.0,0,0,4,7,820,300,1912,0,98117,47.6797,-122.384,1430,5100 +5101408678,20141120T000000,457000.0,2,1.75,2060,7192,1.0,0,0,3,7,1420,640,1940,0,98125,47.7038,-122.317,1860,7140 +3296900130,20141007T000000,518000.0,4,2.5,2830,13760,2.0,0,0,3,8,2830,0,1993,0,98019,47.7334,-121.97,2350,14029 +9513900050,20140812T000000,237000.0,3,2.0,1210,6634,1.0,0,0,4,7,1210,0,1985,0,98031,47.4097,-122.193,1560,7200 +2624089022,20150314T000000,399950.0,3,2.25,1560,11997,1.0,0,0,3,7,1260,300,1988,0,98065,47.5378,-121.742,1820,36590 +4024100670,20150506T000000,605000.0,3,2.25,2260,17114,2.0,0,0,3,7,2260,0,1990,0,98155,47.7537,-122.296,2360,14893 +1862910050,20140722T000000,295000.0,4,2.5,1850,8198,2.0,0,0,3,7,1850,0,1993,0,98031,47.4079,-122.186,1850,7924 +8651720420,20150428T000000,513000.0,4,2.5,1930,8040,1.0,0,0,3,7,1380,550,1978,0,98034,47.7283,-122.218,2080,7200 +2619920170,20141001T000000,772500.0,4,2.5,3230,4290,2.0,0,0,3,9,3230,0,2004,0,98033,47.6874,-122.161,3220,5083 +2619920170,20141219T000000,765000.0,4,2.5,3230,4290,2.0,0,0,3,9,3230,0,2004,0,98033,47.6874,-122.161,3220,5083 +225039069,20141010T000000,696950.0,4,2.75,2450,5376,1.5,0,0,4,7,1550,900,1920,0,98117,47.6865,-122.396,1920,5264 +3878900525,20150213T000000,329000.0,3,1.0,1200,5650,1.5,0,0,3,7,1200,0,1928,0,98178,47.5065,-122.249,1610,5650 +7137970130,20141218T000000,339999.0,3,2.5,2360,8093,2.0,0,0,3,8,2360,0,1995,0,98092,47.3257,-122.17,1860,6762 +6632300122,20140714T000000,364500.0,3,1.0,1060,9506,1.0,0,0,3,7,1060,0,1959,0,98125,47.7317,-122.31,1520,8469 +2770602135,20140514T000000,607500.0,5,1.75,2220,6000,1.5,0,0,3,7,1420,800,1923,0,98199,47.648,-122.384,1550,1715 +3584800010,20150408T000000,550000.0,3,1.0,880,6664,1.0,0,0,3,6,880,0,1961,0,98033,47.6855,-122.199,1690,6564 +8950500250,20150421T000000,479900.0,4,2.0,2510,9750,1.0,0,0,3,8,1630,880,1960,0,98028,47.7438,-122.229,1980,9750 +7011201306,20150212T000000,1120280.0,4,4.0,2530,1774,3.0,0,2,3,9,2100,430,2013,0,98119,47.6362,-122.369,2160,2400 +4438400020,20140512T000000,192000.0,2,1.0,700,10540,1.0,0,0,3,6,700,0,1953,0,98166,47.438,-122.336,890,10540 +8651440250,20150413T000000,250000.0,3,2.0,1500,5200,1.0,0,0,3,7,1060,440,1977,0,98042,47.3653,-122.09,1640,5200 +203900920,20140715T000000,340000.0,3,2.0,1130,9879,2.0,0,0,3,6,1130,0,1996,0,98053,47.635,-121.964,1900,14907 +2458400345,20141028T000000,340000.0,3,2.0,1420,6060,1.0,0,0,5,7,830,590,1942,0,98146,47.5102,-122.372,1420,6360 +6664000130,20141013T000000,635250.0,3,2.25,2210,22040,1.0,0,0,5,8,1510,700,1976,0,98004,47.5904,-122.194,2470,14258 +2685600005,20150407T000000,324800.0,2,1.0,1170,5043,1.0,0,0,3,6,880,290,1949,0,98108,47.5492,-122.302,1430,5692 +3582700130,20150409T000000,400000.0,4,1.75,1770,12875,1.0,0,0,3,8,1770,0,1988,0,98028,47.7438,-122.247,2150,12875 +3013300980,20150506T000000,640500.0,3,1.0,1070,4505,1.0,0,2,4,7,1070,0,1919,0,98136,47.5305,-122.384,1380,4505 +2597000130,20150430T000000,570000.0,3,2.0,1930,10929,1.0,0,0,3,8,1260,670,1964,0,98155,47.7657,-122.272,2030,8750 +6169900545,20140625T000000,1330000.0,3,1.5,1940,2885,1.5,0,2,3,8,1940,0,1900,0,98119,47.6308,-122.369,2550,3600 +1328340630,20150403T000000,330490.0,3,2.75,1440,7350,1.0,0,0,4,7,1040,400,1980,0,98058,47.4431,-122.138,1510,7350 +705730280,20140819T000000,325000.0,3,2.5,1740,5267,2.0,0,0,3,7,1740,0,1999,0,98038,47.3777,-122.023,2180,5000 +705730280,20150421T000000,335000.0,3,2.5,1740,5267,2.0,0,0,3,7,1740,0,1999,0,98038,47.3777,-122.023,2180,5000 +5379805910,20141113T000000,314000.0,5,2.75,2210,13500,1.0,0,0,5,7,1460,750,1963,0,98188,47.4468,-122.282,1590,10850 +2887700091,20140923T000000,625000.0,4,2.0,2190,3622,1.5,0,0,5,8,1990,200,1925,0,98115,47.6887,-122.312,1450,3082 +7732410420,20140617T000000,809000.0,3,2.5,2590,7720,2.0,0,0,3,9,2590,0,1988,0,98007,47.659,-122.146,2600,9490 +7806500290,20140818T000000,535000.0,3,2.5,2790,19485,2.0,0,0,3,9,2790,0,1990,0,98059,47.4688,-122.124,2580,17859 +1565600130,20140821T000000,275000.0,5,1.75,2180,9178,1.0,0,0,3,7,1140,1040,1963,0,98188,47.4364,-122.28,2140,9261 +2473100280,20150417T000000,358000.0,4,2.75,2580,11900,1.0,0,0,4,7,1620,960,1967,0,98058,47.4475,-122.159,1570,9375 +3826000460,20150313T000000,297975.0,3,2.25,2820,8100,1.0,0,0,4,7,1720,1100,1947,0,98168,47.4944,-122.304,1040,8100 +1823069088,20150504T000000,492000.0,2,1.75,1300,22239,1.0,0,0,4,7,1300,0,1945,1986,98059,47.4801,-122.092,1300,14810 +1901600095,20140626T000000,210000.0,2,1.0,720,8040,1.0,0,0,3,6,720,0,1943,0,98166,47.4662,-122.359,2300,9500 +9285800020,20140827T000000,622500.0,3,2.5,2260,4550,1.5,0,0,4,7,1380,880,1928,0,98126,47.5714,-122.376,1870,4582 +3383900048,20141022T000000,550000.0,3,2.5,1550,1092,3.0,0,0,3,8,1390,160,2004,0,98102,47.6355,-122.324,1550,1079 +1423700680,20150226T000000,190000.0,3,1.75,1390,7700,1.0,0,0,5,7,1390,0,1965,0,98058,47.4559,-122.183,1260,7700 +9264930980,20140728T000000,340000.0,4,2.5,2380,9362,2.0,0,0,3,8,2380,0,2000,0,98023,47.3148,-122.349,2190,9840 +3825311190,20140725T000000,678000.0,3,2.5,2640,5964,2.0,0,0,3,9,2640,0,2003,0,98052,47.7043,-122.128,2680,5211 +9122500080,20150428T000000,275000.0,5,2.0,2260,11970,1.0,0,0,4,7,1250,1010,1962,0,98031,47.3896,-122.218,1950,11970 +1189000130,20140915T000000,493000.0,3,2.75,1720,6720,1.0,0,0,4,7,1270,450,1947,0,98122,47.6138,-122.298,1690,3248 +3347400525,20141216T000000,147000.0,3,1.0,1070,14000,1.0,0,0,3,7,1070,0,1960,0,98178,47.4971,-122.279,920,12500 +8091411100,20150204T000000,334000.0,3,2.25,2000,7225,2.0,0,0,4,7,2000,0,1985,0,98030,47.349,-122.167,1950,7464 +4384000020,20140703T000000,605000.0,4,2.5,2800,10786,1.0,0,0,3,8,1420,1380,1970,0,98008,47.5959,-122.116,2140,10788 +321059132,20150427T000000,365000.0,3,1.75,1450,61419,1.0,0,0,4,8,1450,0,1976,0,98092,47.3343,-122.16,2256,82328 +1016000080,20141125T000000,345000.0,3,1.0,1620,10610,1.0,0,0,4,6,1620,0,1958,0,98059,47.474,-122.125,1680,10795 +3585900305,20141030T000000,999000.0,3,2.5,2710,23292,1.0,0,4,3,9,2080,630,1956,0,98177,47.7608,-122.374,2430,20000 +2922701305,20150402T000000,470000.0,2,1.75,1520,4220,1.0,0,0,4,7,840,680,1910,0,98117,47.6876,-122.366,1120,5700 +8123500050,20140624T000000,599000.0,5,2.75,2730,22572,1.0,0,0,3,7,2080,650,1968,1992,98075,47.5951,-122.037,2260,15458 +5547500050,20140917T000000,255000.0,3,2.25,1740,10378,1.0,0,0,5,7,1740,0,1977,0,98042,47.3815,-122.09,1420,10167 +5469700020,20150206T000000,295000.0,4,1.75,1800,28650,1.0,0,0,4,7,1800,0,1975,0,98031,47.3926,-122.166,1800,5234 +9358400080,20140627T000000,550000.0,4,3.5,4150,16197,2.0,0,0,3,10,4150,0,2006,0,98003,47.3423,-122.183,3618,15210 +1257200050,20140731T000000,1305000.0,5,3.5,3270,4080,2.0,0,0,3,9,2180,1090,2011,0,98115,47.6754,-122.327,1410,4080 +1180005220,20150505T000000,225000.0,2,1.0,1070,6000,1.0,0,0,4,5,1070,0,1922,0,98178,47.495,-122.227,1910,6000 +9536600010,20141223T000000,520000.0,4,0.75,1960,8277,1.0,1,4,4,7,1320,640,1923,1986,98198,47.3648,-122.325,1940,8402 +6140100022,20140826T000000,345000.0,3,3.25,1600,1882,2.0,0,0,3,8,1360,240,2000,0,98133,47.7151,-122.355,1390,1379 +6140100095,20140520T000000,475000.0,4,1.75,1650,7775,1.0,0,0,4,7,1150,500,1950,0,98133,47.715,-122.354,1390,7200 +4037800020,20141008T000000,497500.0,5,1.5,2170,8610,1.0,0,0,4,7,1230,940,1959,0,98008,47.6111,-122.126,1670,8610 +322069180,20141120T000000,649500.0,3,3.0,3730,383328,1.5,0,0,4,9,2230,1500,1990,0,98038,47.4257,-122.03,1940,217800 +9348700020,20140825T000000,734500.0,4,2.75,3280,6845,2.0,0,0,3,10,3280,0,2003,0,98052,47.7042,-122.107,3280,7467 +7414200010,20141218T000000,276000.0,3,1.0,870,8040,1.0,0,0,3,7,870,0,1953,0,98177,47.7048,-122.368,1440,8040 +7849200635,20140630T000000,235000.0,2,1.0,900,28800,1.0,0,0,1,6,900,0,1928,0,98065,47.5245,-121.822,1360,7200 +1524800005,20140812T000000,325000.0,2,1.0,1400,10800,1.0,0,0,4,7,1400,0,1974,0,98011,47.7726,-122.21,1560,11280 +8045600130,20140528T000000,425000.0,4,2.75,1680,9545,1.0,0,0,4,7,1080,600,1979,0,98028,47.739,-122.243,1890,9545 +5559200170,20150430T000000,307000.0,4,2.0,2390,23972,2.0,0,0,3,7,1720,670,1949,0,98023,47.3197,-122.343,1950,22750 +5700000275,20140528T000000,635000.0,3,2.5,2300,5500,1.5,0,0,4,8,2000,300,1921,0,98144,47.5785,-122.293,2100,5000 +3224900130,20140514T000000,223000.0,3,1.75,1340,7473,1.0,0,0,4,7,1340,0,1973,0,98002,47.3087,-122.206,1510,8240 +4397010480,20150413T000000,425000.0,3,2.75,2600,10874,2.0,0,0,3,9,2600,0,1994,0,98042,47.3815,-122.146,2800,11504 +2310000250,20150506T000000,190000.0,3,2.25,1640,7730,1.0,0,0,4,7,1220,420,1989,0,98038,47.3576,-122.039,1560,7566 +8731902340,20140918T000000,275000.0,4,1.75,1960,6177,1.0,0,0,4,8,1960,0,1967,0,98023,47.3131,-122.383,2010,8162 +3630000080,20140606T000000,450000.0,3,2.5,1480,1961,2.0,0,0,3,8,1480,0,2005,0,98029,47.5478,-122.0,1400,1138 +4139900050,20140519T000000,1468000.0,4,3.25,5010,34460,2.0,0,0,3,12,5010,0,1988,0,98006,47.5469,-122.127,4760,34460 +9191200380,20141222T000000,550000.0,4,2.0,1540,5000,1.5,0,0,4,7,1540,0,1913,0,98105,47.6713,-122.3,1790,4000 +930000415,20141204T000000,835000.0,4,2.75,4030,10240,2.0,0,2,3,8,3310,720,1943,1994,98177,47.7168,-122.365,2490,7680 +5450300020,20140618T000000,900000.0,6,3.0,3020,13783,2.0,0,0,3,8,3020,0,1952,2002,98040,47.5722,-122.226,1720,13500 +8898700440,20141124T000000,290000.0,2,2.0,1590,9375,1.0,0,0,3,7,910,680,1983,0,98055,47.4585,-122.205,1560,8524 +1238501188,20140808T000000,1035000.0,4,2.5,2910,9131,2.0,0,0,3,10,2910,0,2014,0,98033,47.6826,-122.186,1880,11212 +644210020,20150105T000000,780000.0,4,2.5,3020,15164,1.0,0,0,4,8,1730,1290,1976,0,98004,47.5882,-122.192,2600,11556 +3066200460,20141218T000000,572500.0,3,2.0,2290,11200,2.0,0,0,3,9,2290,0,1979,0,98052,47.6517,-122.124,2250,10000 +3422049088,20150324T000000,389000.0,3,1.75,2180,9220,1.0,0,0,4,7,1090,1090,1938,0,98001,47.3547,-122.285,2050,22400 +6433000050,20140821T000000,350000.0,4,1.75,2740,10086,1.0,0,0,3,7,1440,1300,1972,0,98168,47.5112,-122.329,1710,9840 +7215410430,20140728T000000,476000.0,4,2.5,2740,33158,2.0,0,0,3,9,2740,0,1993,0,98042,47.3333,-122.074,2740,36074 +5316100255,20140904T000000,1046250.0,2,3.0,2330,3600,2.0,0,0,5,10,1870,460,1927,1979,98112,47.6316,-122.282,2950,7200 +2413300980,20141217T000000,287000.0,3,2.25,2300,7200,1.0,0,0,4,8,1550,750,1978,0,98003,47.324,-122.328,2000,7350 +1175000280,20141107T000000,707500.0,4,4.0,1550,6596,1.5,0,0,5,7,1550,0,1907,0,98107,47.6711,-122.398,1830,4850 +7304300420,20140801T000000,464500.0,4,2.5,1750,11381,1.0,0,0,4,7,1610,140,1947,0,98155,47.7425,-122.321,1080,11375 +59000250,20141203T000000,720000.0,3,1.5,2180,5000,1.0,0,3,4,8,1090,1090,1941,0,98116,47.5787,-122.402,2070,5000 +1441300130,20141224T000000,319000.0,3,2.5,1610,8544,2.0,0,0,5,7,1610,0,1994,0,98038,47.3714,-122.054,1840,8190 +1075100050,20140916T000000,330000.0,3,1.0,1570,9136,1.0,0,0,3,7,1570,0,1953,0,98133,47.7688,-122.337,1380,9127 +7972000010,20140520T000000,120750.0,3,1.75,1140,9628,1.0,0,0,4,7,1140,0,1969,0,98023,47.2933,-122.372,1510,9633 +7972000010,20141021T000000,195000.0,3,1.75,1140,9628,1.0,0,0,4,7,1140,0,1969,0,98023,47.2933,-122.372,1510,9633 +5113400364,20150126T000000,650000.0,4,1.5,2480,6383,1.0,0,0,3,7,1380,1100,1946,0,98119,47.6445,-122.374,1440,6000 +5076900010,20140513T000000,530000.0,3,1.75,1690,8190,1.0,0,0,4,8,1690,0,1958,0,98005,47.5857,-122.172,1840,8705 +3526039193,20150407T000000,825000.0,4,3.0,2910,8027,1.0,0,0,5,8,1800,1110,1970,0,98117,47.6939,-122.391,2390,7660 +7905380280,20140822T000000,436000.0,4,2.0,1600,15044,1.0,0,0,3,7,1600,0,1972,0,98034,47.72,-122.216,1660,8102 +7936500221,20150114T000000,658000.0,2,1.0,1010,14244,1.0,1,4,1,5,1010,0,1926,0,98136,47.5476,-122.399,1820,15792 +5100404761,20140813T000000,547500.0,3,2.0,1850,9570,1.0,0,0,4,7,950,900,1940,0,98115,47.697,-122.322,1430,6380 +510000050,20141203T000000,762000.0,3,1.75,2150,2527,2.0,0,0,4,8,1400,750,1906,0,98103,47.6629,-122.329,1610,3663 +7148700050,20150126T000000,340000.0,3,1.75,2650,7378,1.0,0,0,3,7,1460,1190,1952,0,98155,47.7525,-122.315,1600,7616 +3271800185,20141121T000000,880000.0,4,1.75,2510,5800,1.0,0,2,4,9,1830,680,1953,0,98199,47.648,-122.41,2190,5800 +2652501470,20140521T000000,1220000.0,4,2.5,3240,3600,2.0,0,0,3,9,2060,1180,2008,0,98109,47.6405,-122.356,1820,3600 +1568100920,20150408T000000,1950000.0,4,2.5,3440,14554,2.0,1,4,3,8,2170,1270,2012,0,98155,47.7364,-122.286,3170,11810 +7738500185,20140923T000000,382500.0,3,2.0,1150,6249,1.0,0,0,3,7,1150,0,1952,2006,98155,47.7489,-122.284,2470,7751 +9133600130,20150105T000000,344500.0,3,1.75,1890,9535,1.0,0,0,3,7,1210,680,1976,0,98055,47.4872,-122.223,2040,11108 +3298720010,20150412T000000,375000.0,4,2.75,1430,7403,1.0,0,0,3,7,1030,400,1982,0,98106,47.5346,-122.344,1480,7663 +2856101479,20140701T000000,276000.0,1,0.75,370,1801,1.0,0,0,5,5,370,0,1923,0,98117,47.6778,-122.389,1340,5000 +5710610250,20140701T000000,500000.0,5,3.25,3130,12087,2.0,0,0,3,8,2180,950,1975,0,98027,47.5336,-122.052,2410,10350 +163000010,20140702T000000,330000.0,4,2.5,2105,6093,2.0,0,0,3,8,2105,0,2003,0,98042,47.3531,-122.147,1930,8022 +1062100095,20140822T000000,328000.0,3,1.0,890,5965,1.0,0,0,3,7,890,0,1950,0,98155,47.7518,-122.279,1930,7500 +1437900020,20150225T000000,450000.0,3,1.5,1340,7200,1.0,0,0,3,7,1340,0,1972,0,98034,47.718,-122.193,1730,8820 +8073000585,20140715T000000,840500.0,4,2.25,2290,12174,1.0,1,4,3,7,1490,800,1948,0,98178,47.5114,-122.245,2290,9379 +3342700491,20140814T000000,679000.0,3,2.5,2770,9350,2.0,0,3,3,8,2770,0,1957,2000,98056,47.5253,-122.201,2660,9695 +3395800305,20140605T000000,270000.0,3,1.5,1890,9450,1.0,0,0,3,7,1090,800,1957,0,98146,47.4829,-122.341,1470,8100 +2923500010,20150114T000000,757500.0,5,2.25,3160,8065,2.0,0,0,3,8,3160,0,1977,0,98027,47.5678,-122.089,2540,7917 +3629970680,20141112T000000,524950.0,2,2.5,1830,2856,2.0,0,0,3,7,1830,0,2005,0,98029,47.5524,-121.996,1850,2667 +2408800130,20140723T000000,424900.0,4,2.75,2950,49658,1.0,0,0,4,8,2950,0,1960,1998,98010,47.3596,-121.922,1720,54672 +2204500480,20150107T000000,551100.0,3,1.0,1430,8640,1.0,0,0,5,7,1430,0,1954,0,98006,47.572,-122.147,1430,9840 +7708000010,20141107T000000,421000.0,3,2.0,1420,12655,1.0,0,0,5,7,1420,0,1968,0,98056,47.5309,-122.186,2020,9655 +2639400020,20140801T000000,635000.0,4,1.75,2460,7560,2.0,0,0,4,8,2460,0,1952,0,98177,47.7256,-122.367,2760,8918 +7883604095,20141209T000000,255000.0,3,1.0,1340,6120,1.5,0,0,4,7,1340,0,1920,0,98108,47.5272,-122.322,1260,6000 +3055800020,20150310T000000,419950.0,4,1.0,1530,7920,1.0,0,0,3,7,1030,500,1955,0,98166,47.4544,-122.36,1690,7920 +7195800009,20141210T000000,325000.0,6,3.0,2650,12870,1.0,0,0,4,7,2650,0,1977,0,98022,47.2069,-121.989,1450,8668 +8946750170,20150421T000000,281000.0,4,2.25,1677,3600,2.0,0,0,3,7,1677,0,2012,0,98092,47.32,-122.178,1677,3600 +5603700095,20140610T000000,655275.0,3,1.75,2050,11856,1.0,0,0,3,7,1460,590,1962,0,98006,47.5735,-122.162,2670,11856 +8819900170,20140825T000000,861000.0,3,2.0,2520,3959,1.0,0,0,5,8,1270,1250,1931,0,98105,47.6693,-122.289,1660,3959 +3999300290,20141016T000000,850000.0,3,3.5,2620,11148,2.0,0,4,4,9,2060,560,1977,0,98008,47.5845,-122.115,2590,10796 +2791500280,20141119T000000,246000.0,3,2.5,1650,6675,1.0,0,0,3,8,1290,360,1990,0,98023,47.2899,-122.372,1880,6675 +8820903560,20141216T000000,380000.0,2,1.0,700,4836,1.0,0,0,4,6,700,0,1926,0,98125,47.7139,-122.288,1190,7050 +4401200460,20141020T000000,813000.0,4,2.5,3430,7508,2.0,0,0,3,10,3430,0,1998,0,98052,47.6866,-122.11,3110,8741 +3394100020,20141120T000000,990000.0,4,2.5,3140,11049,2.0,0,0,3,10,3140,0,1988,0,98004,47.5817,-122.192,2750,11049 +2880100795,20141105T000000,650000.0,3,2.5,2350,3750,2.0,0,0,3,7,1740,610,2003,0,98117,47.6767,-122.365,1590,4700 +104560280,20140522T000000,273000.0,4,3.0,1990,6180,2.0,0,0,3,7,1990,0,1990,0,98023,47.3083,-122.36,1910,6180 +2133010290,20140724T000000,398000.0,4,2.5,2050,14724,2.0,0,0,3,7,2050,0,1989,0,98019,47.73,-121.969,1920,12841 +1723049008,20140822T000000,200000.0,2,1.0,930,8665,1.0,0,0,4,6,930,0,1938,0,98168,47.4822,-122.318,1630,12375 +8146100095,20140515T000000,839000.0,3,1.0,1230,12305,1.0,0,0,3,7,1230,0,1955,1990,98004,47.6095,-122.195,2100,7960 +7715800430,20141104T000000,502000.0,3,2.5,1870,9135,1.0,0,0,3,7,1250,620,1984,0,98074,47.6269,-122.06,1550,9100 +9510900630,20140617T000000,305000.0,3,2.25,2110,7665,1.0,0,0,4,7,1360,750,1973,0,98023,47.3082,-122.372,1660,8436 +9414610020,20140618T000000,574950.0,5,3.25,3160,10000,2.0,0,0,4,8,3160,0,1980,0,98027,47.52,-122.047,2130,10000 +1160000255,20140818T000000,311000.0,3,1.0,1120,8631,1.0,0,0,3,7,1120,0,1942,0,98125,47.7077,-122.314,1350,7714 +777100005,20141122T000000,1650000.0,3,2.25,2750,6203,1.0,1,4,5,7,1620,1130,1959,0,98074,47.6163,-122.068,2570,7009 +3205100130,20140506T000000,387000.0,3,1.0,1230,9568,1.0,0,0,5,7,1230,0,1962,0,98056,47.539,-122.179,1270,9575 +2929600020,20140805T000000,375000.0,3,1.5,1190,20672,1.5,0,3,3,7,1190,0,1948,0,98166,47.4459,-122.359,2150,16239 +2420069242,20140925T000000,175000.0,2,1.0,740,3434,1.0,0,0,5,6,740,0,1920,0,98022,47.2088,-121.992,1160,6000 +5009600010,20140612T000000,248000.0,4,2.5,1770,5855,2.0,0,0,3,7,1770,0,2003,0,98038,47.3483,-122.053,1790,5679 +2414600255,20150403T000000,336750.0,4,2.25,1720,7803,1.0,0,0,3,8,1350,370,1955,0,98146,47.5119,-122.337,1720,7803 +9359300250,20140604T000000,685000.0,4,2.5,2770,45514,2.0,0,0,4,9,2770,0,1989,0,98077,47.7751,-122.088,2940,49495 +3629980920,20140715T000000,645000.0,4,2.75,2330,3917,2.0,0,0,3,9,2330,0,2004,0,98029,47.5527,-121.99,2620,4400 +6679001060,20141218T000000,279000.0,3,2.5,1660,7388,2.0,0,0,3,7,1660,0,2003,0,98038,47.3865,-122.027,2240,6228 +1702900664,20150416T000000,479000.0,2,2.5,1730,1037,3.5,0,0,3,8,1730,0,2008,0,98118,47.5594,-122.285,1280,1026 +928000020,20150128T000000,466000.0,3,2.25,1880,7279,1.0,0,0,3,7,1280,600,1962,0,98155,47.7574,-122.322,2020,8274 +705710290,20150420T000000,361500.0,4,2.75,2190,6740,2.0,0,0,3,7,2190,0,1995,0,98038,47.3804,-122.027,1950,7150 +8155830020,20141202T000000,404000.0,3,1.75,1720,7202,1.0,0,0,3,7,1720,0,1995,0,98056,47.5044,-122.19,1720,7625 +9378700190,20150316T000000,319000.0,4,3.25,2360,8344,2.0,0,0,3,8,2360,0,1990,0,98058,47.4403,-122.126,1860,8410 +5104200420,20150316T000000,320000.0,3,1.5,1490,10132,1.0,0,0,4,6,1490,0,1969,0,98059,47.4779,-122.145,1720,9915 +9550202140,20141117T000000,1311000.0,4,3.75,3490,5625,2.0,0,0,3,9,2610,880,2014,0,98103,47.6685,-122.332,1940,5000 +7855300460,20140923T000000,1000000.0,3,2.75,2370,8900,1.0,0,4,4,9,1670,700,1971,0,98006,47.5648,-122.156,2840,8956 +9346960050,20141107T000000,660000.0,4,2.5,2290,9120,2.0,0,0,4,8,2290,0,1977,0,98006,47.5613,-122.128,2290,9120 +2254501440,20150421T000000,546000.0,4,3.0,1790,3600,1.5,0,0,3,8,1790,0,1901,0,98122,47.6117,-122.313,1770,3119 +3732800525,20140709T000000,300000.0,4,1.75,1820,5015,1.0,0,0,4,6,1190,630,1926,0,98108,47.5569,-122.31,1530,9130 +2525059134,20141016T000000,500000.0,2,1.5,1760,12000,1.0,0,0,4,7,1760,0,1964,0,98052,47.6288,-122.109,2200,12088 +8562891100,20140910T000000,381500.0,4,2.5,2430,5556,2.0,0,0,4,8,2430,0,2003,0,98042,47.3762,-122.126,2430,5556 +4094800380,20150427T000000,990000.0,3,2.25,2630,12899,2.0,0,0,4,9,2630,0,1966,0,98040,47.5479,-122.233,3140,15320 +5104530680,20150116T000000,278226.0,4,2.5,2390,4639,2.0,0,0,3,8,2390,0,2006,0,98038,47.3527,-121.999,2390,4521 +2917200675,20150127T000000,340000.0,2,1.75,1500,4158,1.0,0,0,4,7,1220,280,1947,0,98103,47.7006,-122.35,1270,4081 +8732030440,20140813T000000,305000.0,4,2.5,2510,12000,1.0,0,0,3,8,1520,990,1977,0,98023,47.3086,-122.384,2210,8320 +7779200275,20140613T000000,760000.0,4,2.5,2420,10285,1.0,0,4,3,8,1700,720,1958,0,98146,47.4871,-122.36,2540,9900 +6121800050,20141029T000000,195000.0,4,1.5,2170,9948,2.0,0,0,3,7,2170,0,1952,0,98148,47.4263,-122.331,1500,9750 +5652601155,20150415T000000,564000.0,4,1.75,1960,6138,1.0,0,0,4,7,1260,700,1960,0,98115,47.6968,-122.299,2000,7057 +3261020080,20141224T000000,539500.0,4,2.25,2280,8550,1.0,0,0,3,8,1660,620,1977,0,98034,47.701,-122.231,2590,9500 +4060000020,20140918T000000,299980.0,4,1.5,1580,10230,1.0,0,0,3,6,790,790,1945,2008,98178,47.5002,-122.246,1130,6955 +5468730280,20141013T000000,290000.0,4,2.5,1850,5674,2.0,0,0,3,7,1850,0,1993,0,98042,47.3536,-122.142,1750,6875 +7304301045,20150203T000000,257000.0,2,1.0,770,11084,1.0,0,0,4,6,770,0,1947,0,98155,47.7482,-122.321,1010,11084 +4077800507,20140821T000000,518500.0,4,3.0,2120,5520,1.5,0,0,3,8,1420,700,1985,0,98125,47.7085,-122.286,2020,8700 +1041500020,20140908T000000,657000.0,4,2.75,3060,35380,1.0,0,0,3,9,1810,1250,1982,0,98074,47.6198,-122.038,1980,10425 +1423089134,20140815T000000,590000.0,3,2.25,2680,41250,2.0,0,0,3,7,2680,0,1984,0,98045,47.4817,-121.749,1940,47044 +3992700048,20140718T000000,526000.0,4,1.75,2220,6350,1.0,0,0,3,7,1110,1110,1959,0,98125,47.7136,-122.29,1950,8100 +2172000285,20150323T000000,254500.0,2,1.0,1150,11250,1.0,0,0,3,6,1150,0,1920,0,98178,47.486,-122.264,1100,11400 +8813400345,20150414T000000,575000.0,2,1.0,980,3663,1.0,0,0,5,7,980,0,1909,0,98105,47.6645,-122.288,1620,3706 +5487300020,20150121T000000,464550.0,3,1.5,1690,10500,1.0,0,0,4,7,1690,0,1967,0,98033,47.7018,-122.165,1570,10500 +7201800280,20140715T000000,409950.0,3,1.75,1320,6030,1.0,0,0,4,7,1320,0,1969,0,98052,47.6993,-122.13,1840,6565 +8856000545,20140507T000000,100000.0,2,1.0,910,22000,1.0,0,0,3,6,910,0,1956,0,98001,47.2777,-122.252,1326,9891 +567000380,20150302T000000,365000.0,2,1.5,820,1270,2.0,0,0,3,7,820,0,2009,0,98144,47.5925,-122.295,1130,1201 +1450100020,20150209T000000,208000.0,3,1.0,1300,7420,1.0,0,0,4,6,1300,0,1960,0,98002,47.2899,-122.219,1250,7420 +7950302995,20141110T000000,497950.0,4,2.5,1950,3000,2.0,0,0,3,7,1550,400,1998,0,98118,47.565,-122.281,1540,4300 +1446110020,20140910T000000,405000.0,5,3.5,3672,9742,2.0,0,0,3,9,3006,666,2006,0,98092,47.3255,-122.192,2140,9118 +8914100080,20150311T000000,568000.0,3,2.5,2740,22499,2.0,0,0,3,9,2740,0,1994,0,98058,47.4597,-122.153,2710,22499 +3333000655,20150511T000000,334000.0,2,1.0,890,6000,1.0,0,0,3,6,890,0,1941,0,98118,47.5437,-122.281,1090,5900 +8019201061,20150115T000000,235000.0,3,2.0,1090,8400,1.0,0,0,4,6,1090,0,1961,0,98168,47.4942,-122.322,1100,10850 +8570900328,20140603T000000,295000.0,2,1.0,1170,10621,1.0,0,0,3,7,1170,0,1963,0,98045,47.497,-121.78,1340,9832 +5631500947,20150122T000000,610000.0,4,3.0,2600,29539,1.0,0,0,3,8,2600,0,1994,0,98028,47.746,-122.231,1810,11600 +254000020,20140605T000000,453500.0,4,1.75,2000,6032,1.0,0,2,3,7,1300,700,1959,0,98146,47.5132,-122.389,1930,6032 +1929300305,20140623T000000,1220000.0,4,3.75,3520,3944,1.5,0,0,5,8,2200,1320,1913,0,98109,47.6424,-122.348,2310,4725 +4202400078,20150128T000000,175000.0,2,1.0,1410,7000,1.0,0,0,3,7,1410,0,1968,0,98055,47.4908,-122.223,1540,6000 +4202400078,20150428T000000,335000.0,2,1.0,1410,7000,1.0,0,0,3,7,1410,0,1968,0,98055,47.4908,-122.223,1540,6000 +2968800010,20140904T000000,275000.0,3,1.5,1950,7620,1.0,0,0,4,7,1010,940,1956,0,98166,47.4594,-122.346,1850,7620 +2880100675,20140514T000000,400000.0,2,1.0,980,2130,1.0,0,0,4,6,860,120,1918,0,98117,47.6769,-122.366,980,2800 +1024000050,20140718T000000,915000.0,3,2.75,3390,7000,1.0,0,3,4,8,1740,1650,1979,0,98116,47.5701,-122.408,1770,6500 +6072400280,20140619T000000,619850.0,4,2.5,2270,9247,1.0,0,0,5,8,1500,770,1972,0,98006,47.5602,-122.176,2270,9163 +2329600280,20150202T000000,225900.0,3,1.0,1510,8800,1.0,0,0,4,7,1010,500,1963,0,98003,47.329,-122.33,1290,8470 +6822100050,20140918T000000,525000.0,2,1.5,960,7200,1.0,0,0,3,7,960,0,1910,1987,98199,47.649,-122.403,1550,6000 +1420400130,20141226T000000,215000.0,4,2.25,1900,9600,1.0,0,0,4,7,1900,0,1967,0,98031,47.4208,-122.2,2040,9600 +7732400280,20140514T000000,802000.0,3,2.5,2580,13096,2.0,0,0,3,9,2580,0,1986,0,98052,47.6616,-122.144,2580,7988 +4397000500,20140630T000000,330000.0,4,2.5,2340,11784,2.0,0,0,3,9,2340,0,1997,0,98042,47.384,-122.149,2250,10760 +9560700010,20140801T000000,549800.0,3,2.25,1580,11680,1.0,0,0,4,7,1580,0,1958,0,98005,47.5872,-122.17,2270,10948 +6131600285,20141024T000000,195500.0,4,1.0,1230,8636,1.5,0,0,4,6,1230,0,1954,0,98002,47.3231,-122.219,1168,8316 +8956500020,20140818T000000,338000.0,3,2.5,1590,7819,2.0,0,0,3,7,1590,0,1992,0,98055,47.4367,-122.199,1790,7733 +624069108,20140812T000000,3200000.0,4,3.25,7000,28206,1.0,1,4,4,12,3500,3500,1991,0,98075,47.5928,-122.086,4913,14663 +1727500280,20140820T000000,480000.0,4,2.25,1770,7000,1.0,0,0,5,7,1770,0,1972,0,98034,47.7193,-122.218,1780,6500 +4029400080,20150406T000000,383000.0,4,2.5,1850,8310,1.0,0,0,3,7,1200,650,1962,0,98155,47.7717,-122.29,1840,10080 +2873000920,20150331T000000,257000.0,3,1.75,1430,7210,1.0,0,0,3,7,1430,0,1975,0,98031,47.4189,-122.168,1220,7777 +1402900460,20150223T000000,335000.0,4,2.75,2190,9209,2.0,0,0,4,8,2190,0,1996,0,98092,47.3341,-122.188,2430,6687 +8125200480,20150508T000000,422000.0,4,2.5,2310,6650,2.0,0,2,3,8,2310,0,2012,0,98166,47.4513,-122.267,1800,9819 +1087900050,20140603T000000,560000.0,3,1.75,2000,10182,1.0,0,0,5,7,1400,600,1963,0,98033,47.6616,-122.175,2050,10182 +7937900280,20150424T000000,680000.0,4,2.75,3620,35429,2.0,0,0,3,10,3620,0,2006,0,98058,47.4238,-122.098,3310,54193 +1096100010,20141028T000000,320000.0,2,1.0,1210,7040,1.0,0,0,3,7,1210,0,1952,0,98155,47.745,-122.297,1210,7205 +2050100250,20140903T000000,665000.0,3,2.5,2330,15536,1.0,0,2,3,10,2330,0,1996,0,98074,47.655,-122.087,3320,17461 +8691370500,20150326T000000,751000.0,3,2.5,2840,6854,2.0,0,0,3,9,2840,0,2002,0,98075,47.6006,-121.978,2840,7398 +7147600225,20141113T000000,320000.0,6,2.75,2410,10763,1.0,0,0,5,7,1310,1100,1957,0,98188,47.4429,-122.282,1310,10746 +4021100095,20150121T000000,290000.0,4,1.75,1820,22043,2.5,0,0,4,7,1820,0,1918,0,98155,47.7606,-122.28,1880,19961 +7524000280,20141030T000000,250000.0,4,2.0,1470,7412,1.0,0,0,3,7,1470,0,1967,0,98198,47.3702,-122.318,1390,7825 +3205200430,20150415T000000,423000.0,3,1.75,1100,10005,1.0,0,0,5,7,1100,0,1964,0,98056,47.5374,-122.173,1340,9709 +7922720250,20150506T000000,601002.0,4,2.5,2050,8094,1.0,0,0,3,8,1050,1000,1976,0,98052,47.6614,-122.138,1990,9020 +3644100095,20150205T000000,352900.0,2,1.5,1240,1892,2.0,0,0,3,7,1240,0,2002,0,98144,47.5915,-122.295,1220,1740 +3425079088,20140819T000000,509950.0,3,2.5,2210,70567,2.0,0,3,3,9,2210,0,1995,0,98014,47.6087,-121.895,2000,73616 +8730000250,20150205T000000,360000.0,2,1.75,1340,1050,3.0,0,0,3,8,1340,0,2009,0,98133,47.7053,-122.343,1340,1090 +2581900235,20141110T000000,1075000.0,4,2.75,2580,8100,2.0,0,1,4,8,1780,800,1964,0,98040,47.5387,-122.215,2840,10006 +3793500920,20140731T000000,349950.0,3,2.5,2390,6441,2.0,0,0,3,7,2390,0,2002,0,98038,47.3659,-122.029,2180,7346 +2472920780,20141126T000000,395000.0,4,2.5,2250,6840,2.0,0,0,3,9,2250,0,1987,0,98058,47.4398,-122.151,2480,7386 +8860200010,20150107T000000,273500.0,3,1.5,2000,15265,1.0,0,0,3,8,1540,460,1967,0,98032,47.387,-122.281,1920,15265 +6823100225,20150414T000000,700000.0,4,1.75,1870,6000,1.0,0,0,5,8,1670,200,1949,0,98199,47.6435,-122.399,1710,6000 +6669070080,20150417T000000,699000.0,3,2.5,2370,10968,2.0,0,0,4,9,2370,0,1985,0,98033,47.6679,-122.172,2380,8144 +7214810050,20150416T000000,537000.0,4,2.25,2640,8800,1.0,0,0,3,8,1620,1020,1980,0,98072,47.7552,-122.148,2500,11700 +3791500050,20150429T000000,405000.0,3,1.5,1240,9975,1.0,0,0,3,6,1240,0,1977,0,98024,47.5667,-121.905,1390,10735 +4340610080,20140804T000000,269500.0,2,1.0,800,1200,2.0,0,0,3,7,800,0,1999,0,98103,47.6969,-122.347,806,1200 +7686203620,20140925T000000,260000.0,4,2.5,2050,12500,1.0,0,0,3,7,1300,750,1965,0,98198,47.42,-122.319,1790,7900 +2013800095,20140904T000000,266750.0,3,2.25,1650,10000,2.0,0,0,3,7,1650,0,1988,0,98198,47.3862,-122.315,1420,10000 +4030100005,20141209T000000,1800000.0,5,3.75,4320,39094,2.0,1,4,3,8,4320,0,1938,0,98155,47.7519,-122.276,1920,7750 +8931100095,20140821T000000,779000.0,2,2.25,2130,5920,1.0,0,0,3,8,1830,300,1950,0,98115,47.6792,-122.275,2130,7192 +1954630080,20140619T000000,500000.0,3,2.5,2840,48716,1.0,0,3,3,9,1870,970,1994,0,98014,47.6832,-121.915,2710,43676 +3361402066,20150403T000000,365000.0,4,1.75,3080,32997,1.5,0,0,4,7,3080,0,1950,1982,98168,47.498,-122.321,1980,5711 +579000595,20140906T000000,724000.0,2,1.0,1560,5000,1.5,0,1,4,7,1560,0,1942,0,98117,47.7006,-122.386,2620,5400 +7701960250,20140811T000000,890000.0,4,2.75,3220,15467,2.0,0,0,3,11,3220,0,1994,0,98077,47.7128,-122.083,3670,16641 +1250200595,20140724T000000,431000.0,4,2.5,1450,3600,1.5,0,0,3,7,1250,200,1902,0,98144,47.5985,-122.298,1680,3600 +2632000080,20140710T000000,242000.0,2,1.0,960,21850,1.0,0,0,3,6,960,0,1947,0,98032,47.4122,-122.267,1020,21850 +9323000010,20150416T000000,415000.0,4,2.5,2670,8279,2.0,0,0,3,7,2670,0,1999,0,98148,47.4292,-122.328,2290,7504 +3052700225,20140814T000000,727160.0,7,3.75,2310,5000,2.0,0,0,3,8,2310,0,1984,0,98117,47.6781,-122.376,1360,1552 +3459900305,20141211T000000,1110000.0,4,3.25,3520,19354,1.0,0,2,4,9,2010,1510,1978,0,98006,47.5572,-122.147,2630,19354 +3530410020,20150114T000000,265000.0,2,1.75,1090,3272,1.0,0,0,5,8,1090,0,1970,0,98198,47.3794,-122.32,1160,5475 +461005435,20150202T000000,519000.0,3,1.75,2000,5680,1.0,0,0,4,7,1080,920,1903,0,98117,47.6805,-122.366,1230,4535 +8851500050,20150112T000000,262000.0,4,1.5,1840,9009,2.0,0,0,3,7,1840,0,1965,0,98198,47.406,-122.318,1390,8025 +4094800190,20140623T000000,1190000.0,4,2.5,3160,13194,2.0,0,0,5,10,3160,0,1965,0,98040,47.5472,-122.233,3490,13194 +2025701190,20150507T000000,295000.0,3,1.75,1520,6559,1.0,0,0,4,7,1170,350,1992,0,98038,47.35,-122.037,1520,6095 +226059120,20150123T000000,615000.0,3,1.75,2110,56192,1.0,0,0,3,7,1480,630,1978,0,98072,47.7701,-122.138,2570,46609 +1818800235,20140905T000000,1100000.0,4,2.75,3410,7750,1.0,0,4,5,8,1710,1700,1958,0,98116,47.5718,-122.406,3080,8525 +3905080250,20140926T000000,575000.0,4,2.5,2630,6247,2.0,0,0,3,8,2630,0,1992,0,98029,47.5662,-122.0,2130,4668 +3126049415,20150407T000000,388000.0,3,1.75,1350,2325,3.0,0,0,3,7,1350,0,1999,0,98103,47.6965,-122.35,1520,1652 +1245000500,20141103T000000,750500.0,4,2.5,2860,9159,1.0,0,0,4,8,1530,1330,1989,0,98033,47.6923,-122.2,2070,8680 +2924069132,20140527T000000,527500.0,3,1.75,2310,78844,1.0,0,0,3,8,1760,550,1977,0,98027,47.5406,-122.066,2830,6230 +922069169,20140529T000000,503000.0,3,2.0,2590,108900,2.0,0,0,3,8,1980,610,1988,0,98038,47.4088,-122.055,3170,108900 +5015000346,20141104T000000,1047000.0,4,3.5,3500,4000,2.0,0,0,3,10,2560,940,2000,0,98112,47.628,-122.299,1910,4000 +8122101440,20140708T000000,325000.0,2,1.0,800,7260,1.0,0,0,3,7,800,0,1953,0,98126,47.5359,-122.367,1010,7440 +6413600285,20140825T000000,402000.0,3,1.75,1580,6127,1.5,0,0,5,7,1580,0,1947,0,98125,47.7192,-122.32,1500,6128 +6145601995,20140924T000000,370000.0,3,1.5,1560,6774,1.0,0,0,4,6,1060,500,1927,0,98133,47.7024,-122.35,1320,3844 +1214000080,20140626T000000,329950.0,3,1.0,1750,7800,1.0,0,0,4,7,1150,600,1956,0,98166,47.4596,-122.343,1750,7560 +3361400980,20150512T000000,135000.0,2,1.0,600,6120,1.0,0,0,3,5,600,0,1943,1989,98168,47.5,-122.317,1090,6120 +2826049260,20140620T000000,482500.0,4,3.0,1630,7626,1.0,0,0,5,7,1110,520,1990,0,98125,47.7168,-122.308,1630,8082 +1001200050,20140923T000000,259000.0,4,1.5,1260,7248,1.5,0,0,5,7,1260,0,1955,0,98188,47.433,-122.292,1300,7732 +8732130680,20141027T000000,210000.0,3,2.25,2140,9775,1.0,0,0,4,7,1470,670,1978,0,98023,47.306,-122.379,2050,8625 +1310430130,20141009T000000,459000.0,4,2.75,2790,6600,2.0,0,0,3,9,2790,0,2000,0,98058,47.4362,-122.109,2900,6752 +2380000190,20140701T000000,375000.0,3,1.75,2530,35150,1.0,0,0,4,7,1800,730,1977,0,98042,47.3913,-122.121,2460,36386 +123039626,20141022T000000,295000.0,3,2.25,1330,7200,1.0,0,0,3,7,900,430,1974,0,98146,47.5102,-122.364,1380,9570 +1257200290,20140512T000000,910000.0,3,2.0,2700,6120,1.0,0,0,4,8,1350,1350,1962,0,98115,47.6731,-122.327,1700,4590 +318900080,20141010T000000,470000.0,4,1.0,1740,37238,1.5,0,0,4,7,1740,0,1932,0,98024,47.5651,-121.902,1810,18352 +8118600080,20150220T000000,565000.0,4,2.0,2070,7980,1.5,0,0,4,7,2070,0,1940,0,98146,47.5092,-122.386,1600,7980 +2023049372,20141107T000000,339950.0,4,2.25,2670,9040,1.0,0,0,3,8,2170,500,1955,0,98148,47.4666,-122.326,1880,2648 +126059005,20150115T000000,547000.0,5,3.0,2200,103237,1.0,0,0,3,7,1160,1040,1971,0,98072,47.7726,-122.111,2300,103237 +6303401150,20140924T000000,125000.0,2,1.0,810,8382,1.0,0,0,4,5,810,0,1942,0,98146,47.5033,-122.358,1040,8382 +1732801150,20140701T000000,2300000.0,4,4.75,3970,9778,2.0,0,2,4,11,3390,580,1928,0,98119,47.6312,-122.366,3970,8460 +7893800250,20150430T000000,348000.0,3,2.5,2370,7500,1.0,0,3,3,8,1620,750,1979,0,98198,47.4091,-122.331,1960,8062 +1922059298,20150414T000000,175000.0,3,1.0,1460,11880,1.0,0,0,2,7,1460,0,1961,0,98030,47.3762,-122.219,1310,9315 +2391600950,20140502T000000,439950.0,3,2.5,1770,2875,2.0,0,0,3,8,1770,0,1990,0,98116,47.5631,-122.397,1770,3833 +3623029034,20150311T000000,230000.0,3,1.0,1120,32250,1.0,0,0,4,6,1120,0,1934,0,98070,47.447,-122.482,1010,335289 +13001991,20140902T000000,207000.0,3,2.5,1520,2550,2.0,0,0,3,7,1520,0,2005,0,98108,47.5245,-122.33,1460,2550 +1156000250,20140602T000000,320000.0,5,2.5,3020,21441,1.0,0,0,4,8,1510,1510,1978,0,98042,47.3392,-122.131,1610,16445 +1326059182,20150406T000000,1089000.0,5,3.25,5600,107157,2.0,0,0,3,10,3440,2160,1988,0,98072,47.7341,-122.102,3470,75794 +3755500080,20140606T000000,510000.0,4,1.5,1320,14250,1.0,0,0,4,7,1320,0,1954,0,98033,47.7016,-122.199,1720,14250 +5042300095,20141031T000000,730000.0,4,1.0,1870,4992,1.5,0,0,4,7,1670,200,1940,0,98199,47.6437,-122.396,2160,5239 +7772800020,20140813T000000,750000.0,3,3.75,2460,7630,1.0,0,0,5,8,1940,520,1976,0,98177,47.7147,-122.373,2000,7326 +3629000080,20150410T000000,237000.0,3,1.5,960,7400,1.0,0,0,3,7,960,0,1962,0,98198,47.3798,-122.306,1640,8060 +5126210280,20140926T000000,560000.0,3,2.5,3440,103672,2.0,0,0,3,9,3440,0,1990,0,98038,47.3895,-121.986,2710,112820 +3062600050,20140714T000000,745000.0,3,2.75,3010,12432,1.0,0,0,4,8,1890,1120,1970,0,98052,47.6392,-122.108,2500,12432 +5493110080,20140815T000000,1825000.0,3,3.75,6030,39317,2.0,0,0,3,11,4440,1590,1991,0,98004,47.6055,-122.21,4040,12333 +2560801222,20140618T000000,180000.0,3,2.25,1990,6350,2.0,0,0,3,7,1990,0,1967,0,98198,47.3822,-122.316,1220,6250 +2560801222,20141113T000000,309950.0,3,2.25,1990,6350,2.0,0,0,3,7,1990,0,1967,0,98198,47.3822,-122.316,1220,6250 +2660500095,20150506T000000,715000.0,4,1.0,1710,6050,1.5,0,0,3,7,1410,300,1913,0,98118,47.5569,-122.288,1560,4950 +4083800345,20150427T000000,620000.0,4,2.25,1890,4300,1.5,0,0,3,7,1350,540,1918,0,98103,47.6649,-122.337,1830,3800 +587800130,20141231T000000,330000.0,3,2.5,1990,9995,2.0,0,0,3,7,1990,0,1996,0,98198,47.383,-122.305,1680,7511 +8901000585,20150401T000000,525000.0,4,1.75,1600,7400,1.0,0,0,3,7,1210,390,1973,0,98125,47.7111,-122.309,1640,7500 +8650000250,20140607T000000,611000.0,6,2.5,3820,53173,1.0,0,0,4,9,2040,1780,1974,0,98027,47.5209,-122.052,2510,15314 +4137050130,20140612T000000,294000.0,4,2.5,2210,8465,1.0,0,0,3,8,1490,720,1990,0,98092,47.2647,-122.221,2210,7917 +3288300920,20150421T000000,463000.0,3,1.75,2020,11095,1.0,0,0,4,7,1480,540,1975,0,98034,47.7351,-122.183,2030,10710 +3374500290,20140714T000000,320900.0,3,2.0,1770,7251,1.0,0,0,4,8,1770,0,1990,0,98031,47.4087,-122.17,2560,7210 +1137400420,20141028T000000,369950.0,4,2.5,2050,4502,2.0,0,0,3,7,2050,0,2005,0,98059,47.5002,-122.15,2480,4504 +3222059130,20140616T000000,565000.0,4,2.75,3130,139392,2.0,0,0,4,9,3130,0,1981,0,98030,47.3535,-122.19,2720,104544 +3959400345,20150311T000000,589500.0,4,1.5,3520,4933,1.5,0,0,4,8,2270,1250,1929,0,98108,47.5655,-122.315,1710,5400 +3971701990,20140812T000000,400000.0,4,1.75,1810,9750,2.0,0,0,4,7,1810,0,1977,0,98155,47.7681,-122.311,1570,10000 +686530170,20141022T000000,458000.0,3,2.25,2150,9900,1.0,0,0,3,8,1450,700,1977,0,98052,47.6647,-122.149,2170,9500 +808300470,20141202T000000,436000.0,4,2.5,2495,5751,2.0,0,0,3,7,2495,0,2002,0,98019,47.7243,-121.957,2490,6300 +7129303180,20141002T000000,310000.0,3,2.0,1290,6150,1.0,0,1,5,6,1290,0,1950,0,98118,47.5181,-122.257,1960,6150 +8944460290,20141023T000000,398000.0,5,2.5,3004,5700,2.0,0,0,3,9,3004,0,2006,0,98030,47.3801,-122.185,2665,5700 +2128000050,20140815T000000,625000.0,4,2.25,2070,7200,1.0,0,0,5,8,1390,680,1977,0,98033,47.697,-122.169,2110,8400 +4139910170,20141216T000000,1005000.0,5,3.25,4050,35600,2.0,0,0,3,12,4050,0,1990,0,98006,47.5465,-122.122,4770,33880 +8122100235,20150413T000000,435000.0,2,1.0,960,6250,1.0,0,0,4,6,740,220,1940,0,98126,47.5378,-122.375,1090,6000 +1117000050,20150313T000000,250000.0,3,2.25,1900,9990,1.0,0,0,3,7,1300,600,1961,0,98003,47.3478,-122.298,1900,9990 +5361700020,20150317T000000,430000.0,3,1.5,1450,7316,1.0,0,0,3,7,1450,0,1961,0,98133,47.7725,-122.349,1440,7316 +1315300095,20140812T000000,790000.0,4,3.5,2720,3000,2.0,0,0,3,9,2250,470,2014,0,98136,47.5371,-122.388,1600,4600 +5093300280,20140709T000000,1681000.0,5,5.25,4830,18707,2.0,0,1,5,9,3930,900,1952,1998,98040,47.5858,-122.247,2880,10520 +3438503214,20150407T000000,250000.0,4,2.75,1920,7102,1.0,0,0,3,7,1130,790,1992,0,98106,47.539,-122.356,1830,6440 +2346800461,20140613T000000,1120000.0,5,1.5,2540,6660,2.0,0,3,4,8,2340,200,1954,0,98136,47.5144,-122.393,2460,9000 +1826049408,20150427T000000,383900.0,3,1.5,1600,8040,1.0,0,0,4,7,1050,550,1965,0,98133,47.7471,-122.337,1810,7819 +5468780020,20150326T000000,330000.0,4,2.5,2210,5929,2.0,0,0,3,8,2210,0,2004,0,98042,47.35,-122.139,2200,5901 +1126059091,20140915T000000,624000.0,3,2.5,2510,47044,1.0,0,0,4,7,1910,600,1975,0,98072,47.7531,-122.14,2510,42803 +3010300415,20150211T000000,383000.0,5,2.0,2280,5750,1.0,0,0,4,8,1140,1140,1951,0,98116,47.5672,-122.39,1780,5750 +619079016,20140602T000000,687000.0,4,3.25,4400,186846,2.0,0,0,4,9,4400,0,1993,0,98022,47.1593,-121.957,2280,186846 +3449800010,20150309T000000,558000.0,4,3.25,3160,8876,2.0,0,0,3,9,2460,700,1997,0,98056,47.5153,-122.178,2900,10000 +1231000500,20140905T000000,275000.0,3,2.0,1380,3500,2.0,0,0,3,7,1380,0,1971,0,98118,47.5558,-122.27,1620,3900 +4191500130,20140728T000000,687500.0,5,2.75,3320,10500,1.0,0,0,4,7,2020,1300,1963,0,98033,47.692,-122.166,1840,10425 +104550660,20140728T000000,275000.0,3,2.5,1870,6821,2.0,0,0,3,7,1870,0,1989,0,98023,47.3065,-122.358,1970,6821 +1769600066,20141211T000000,700000.0,3,3.5,3030,11550,2.0,0,2,3,8,3030,0,1971,2011,98146,47.5051,-122.381,2340,10560 +3762900020,20140624T000000,342500.0,2,1.75,1210,7507,1.0,0,0,3,7,1210,0,1982,0,98034,47.7078,-122.234,1840,7500 +1626069253,20140506T000000,483500.0,4,2.5,2740,45732,2.0,0,0,3,8,2740,0,1995,0,98077,47.74,-122.048,2080,43560 +3904100089,20140801T000000,190000.0,3,1.75,1350,7370,1.0,0,0,4,6,1350,0,1912,0,98118,47.5336,-122.278,1440,6000 +3904100089,20150318T000000,300000.0,3,1.75,1350,7370,1.0,0,0,4,6,1350,0,1912,0,98118,47.5336,-122.278,1440,6000 +1797500780,20140521T000000,540000.0,3,2.0,1470,1691,2.0,0,0,3,8,1000,470,2007,0,98115,47.6743,-122.316,1660,4000 +7614100080,20150211T000000,140000.0,3,1.75,1270,8991,2.0,0,0,3,7,1270,0,1981,0,98042,47.3563,-122.149,1270,8993 +87000006,20150413T000000,275000.0,4,1.75,1680,19405,1.0,0,0,4,7,1560,120,1959,0,98055,47.4552,-122.202,2000,12900 +8074200185,20140825T000000,370000.0,3,2.75,2120,7650,1.0,0,0,4,7,2120,0,1958,0,98056,47.4923,-122.178,1180,7650 +9310300185,20150325T000000,227000.0,2,1.0,1040,9100,1.0,0,0,4,7,1040,0,1937,0,98133,47.7407,-122.347,1950,13228 +1433100010,20150128T000000,312000.0,4,1.0,1730,8706,1.0,0,0,4,7,1010,720,1962,0,98058,47.4586,-122.175,1369,8418 +7129302555,20141003T000000,260000.0,2,1.0,1410,5650,1.5,0,0,3,6,1410,0,1918,0,98118,47.5159,-122.258,1430,5650 +809002705,20140710T000000,797000.0,3,2.5,1370,1911,2.0,0,0,3,9,1370,0,1907,2011,98109,47.6375,-122.354,1630,2090 +3026079005,20141017T000000,640000.0,6,2.0,2840,228690,1.5,0,0,3,6,2720,120,1948,0,98019,47.7158,-121.966,2330,228690 +2413910050,20150213T000000,605000.0,4,1.75,3280,35160,1.0,0,0,3,7,2080,1200,1976,0,98053,47.6728,-122.061,2510,31331 +8078550190,20150302T000000,329950.0,3,2.25,2070,7995,1.0,0,0,3,7,1350,720,1987,0,98031,47.403,-122.175,1620,6799 +2225079030,20141212T000000,180000.0,2,1.0,960,87991,1.5,0,0,3,5,960,0,1946,0,98014,47.63,-121.9,1940,392040 +2019200480,20140813T000000,220000.0,3,2.25,1470,7518,1.0,0,0,3,7,1160,310,1985,0,98003,47.2725,-122.3,1720,8300 +9274202005,20140702T000000,723000.0,4,2.25,2430,4748,1.5,0,0,3,8,1630,800,1928,0,98116,47.5904,-122.389,2430,4748 +3834500170,20150116T000000,375000.0,3,1.75,1430,8412,1.0,0,0,4,7,1070,360,1928,0,98125,47.7218,-122.299,1490,8410 +1223039242,20150126T000000,388000.0,3,1.75,1760,9277,1.0,0,0,4,7,1760,0,1962,0,98146,47.4977,-122.358,1760,7650 +7657600005,20141031T000000,249950.0,5,2.0,1730,7375,1.0,0,0,4,6,1730,0,1944,0,98178,47.4953,-122.238,1550,7125 +8963300005,20141106T000000,390000.0,5,1.75,2290,7900,1.0,0,0,4,7,1190,1100,1965,0,98133,47.7577,-122.358,1870,8250 +2287000280,20140917T000000,705000.0,4,1.75,1690,11739,1.0,0,0,4,8,1690,0,1959,0,98040,47.552,-122.219,2300,11600 +686300420,20140623T000000,590000.0,4,2.5,3220,7875,1.5,0,0,4,8,3220,0,1966,0,98008,47.626,-122.12,1600,7875 +9335400005,20141010T000000,292000.0,4,1.75,2130,11097,1.0,0,0,3,7,1370,760,1952,0,98166,47.4629,-122.356,1850,11097 +2321059093,20140805T000000,506000.0,3,2.5,2100,213008,1.0,0,0,3,8,2100,0,1990,0,98092,47.2984,-122.144,1330,214315 +7732410380,20140604T000000,907500.0,4,2.5,2770,8642,2.0,0,0,4,9,2770,0,1987,0,98007,47.6599,-122.146,2670,9000 +3625049088,20140702T000000,2271150.0,4,3.25,4040,18916,1.0,0,0,4,9,4040,0,1954,0,98039,47.6155,-122.238,3000,18831 +13001795,20141014T000000,319500.0,4,2.75,2500,5100,1.5,0,0,4,7,1420,1080,1907,0,98108,47.523,-122.332,1430,5100 +1604602195,20150223T000000,265000.0,5,1.75,1580,5292,1.0,0,0,3,6,980,600,1913,0,98118,47.5677,-122.29,1600,2976 +1003400250,20140605T000000,237000.0,3,1.0,1130,10650,1.0,0,0,3,7,1130,0,1954,0,98188,47.4363,-122.286,1320,10650 +42000006,20140910T000000,235000.0,5,1.0,1500,9282,1.5,0,0,5,6,1500,0,1966,0,98168,47.4702,-122.281,1520,9639 +1193000380,20150330T000000,740000.0,4,2.25,2230,6000,1.5,0,2,3,8,1810,420,1928,0,98199,47.6464,-122.391,2840,6000 +6300500545,20140709T000000,359000.0,3,1.5,1550,4980,1.0,0,0,3,7,1080,470,1978,0,98133,47.7035,-122.34,940,4980 +538000190,20150213T000000,334950.0,4,2.5,2230,5500,2.0,0,0,3,7,2230,0,1999,0,98038,47.3533,-122.023,1910,5500 +2826049091,20140929T000000,259950.0,2,1.0,790,8100,1.0,0,0,3,6,790,0,1947,0,98125,47.7159,-122.305,1420,8100 +6147650170,20140514T000000,253000.0,4,2.5,2230,4541,2.0,0,0,3,7,2230,0,2006,0,98042,47.3848,-122.1,2800,4860 +3630030500,20140612T000000,561000.0,3,2.25,1710,4140,2.0,0,0,3,8,1710,0,2004,0,98029,47.5498,-121.997,1730,3680 +6844701680,20150325T000000,455000.0,2,1.5,1260,5100,1.0,0,0,3,7,1260,0,1941,0,98115,47.6914,-122.288,1640,5100 +9542000275,20150406T000000,675000.0,4,2.5,2420,18470,1.0,0,0,3,8,920,1500,1968,0,98005,47.6001,-122.176,2690,13800 +1423600020,20140626T000000,267000.0,3,1.5,1090,8160,1.0,0,0,3,7,1090,0,1967,2014,98058,47.4551,-122.175,1260,7560 +8944460170,20141106T000000,368000.0,4,2.5,2689,5724,2.0,0,0,3,9,2689,0,2006,0,98030,47.3799,-122.184,2665,5700 +6431000005,20141123T000000,599995.0,3,1.0,1620,3000,1.5,0,0,5,7,1620,0,1928,0,98103,47.6888,-122.347,1420,3060 +3755000020,20140917T000000,342500.0,3,1.0,940,10500,1.0,0,0,4,7,940,0,1966,0,98034,47.7268,-122.229,1660,10500 +1503200050,20141118T000000,252000.0,4,1.75,1940,13370,1.0,0,0,4,8,1940,0,1974,0,98023,47.3215,-122.369,2405,11769 +2599000130,20140716T000000,247200.0,3,1.0,1590,11200,1.0,0,0,4,7,1590,0,1961,0,98092,47.2894,-122.188,1560,9750 +871001980,20140506T000000,910000.0,3,3.5,3020,4082,2.0,0,0,3,9,2080,940,1954,2004,98199,47.651,-122.409,2060,5102 +1774000170,20150105T000000,419950.0,4,1.75,1870,16549,1.0,0,0,3,8,1870,0,1969,0,98072,47.7482,-122.083,1870,10804 +8945300290,20150226T000000,160000.0,3,1.0,880,8976,1.0,0,0,4,6,880,0,1966,0,98023,47.3056,-122.368,990,8760 +9433000480,20140922T000000,799950.0,4,3.5,3030,5494,3.0,0,0,3,9,3030,0,2014,0,98052,47.7103,-122.109,2910,5314 +6672920050,20140617T000000,400000.0,3,2.25,2140,11266,2.0,0,0,3,7,2140,0,1986,0,98019,47.7267,-121.966,2000,14174 +7893805650,20140505T000000,210000.0,5,2.0,2050,10200,1.0,0,0,3,6,1430,620,1956,0,98198,47.4136,-122.333,1940,8625 +7893805650,20150313T000000,475000.0,5,2.0,2050,10200,1.0,0,0,3,6,1430,620,1956,0,98198,47.4136,-122.333,1940,8625 +9542830480,20150504T000000,355900.0,3,2.5,2090,3821,2.0,0,0,3,7,2090,0,2008,0,98038,47.3655,-122.017,2040,4200 +3824100364,20150120T000000,420000.0,3,2.25,2520,26943,1.0,0,0,3,7,1760,760,1977,0,98028,47.7728,-122.25,2300,10004 +9542850290,20140825T000000,710000.0,4,2.5,2630,8580,1.0,0,0,4,9,1700,930,1977,0,98005,47.5916,-122.166,2430,10240 +5726500130,20150407T000000,518000.0,4,1.75,2560,15000,1.0,0,0,3,7,1880,680,1974,0,98075,47.5952,-122.053,2210,15150 +1862400285,20141016T000000,375000.0,3,1.0,1200,5404,1.0,0,0,3,6,1200,0,1937,0,98117,47.6969,-122.368,1200,5987 +6123600285,20141107T000000,185000.0,3,1.5,1010,7755,1.0,0,0,3,6,1010,0,1953,0,98148,47.4238,-122.332,1270,8350 +6838000170,20140829T000000,402000.0,3,2.5,1520,3425,2.0,0,0,3,7,1520,0,1986,0,98052,47.6801,-122.161,1640,3425 +2922069134,20140829T000000,585000.0,3,1.75,2170,153767,1.0,0,0,3,7,2170,0,1976,0,98042,47.3694,-122.065,2840,49500 +2767603165,20150122T000000,500000.0,4,2.0,1980,4500,2.0,0,0,4,7,1980,0,1910,0,98107,47.6728,-122.379,1550,2541 +1118001835,20141223T000000,1715000.0,4,2.5,3070,7207,2.0,0,0,4,10,2670,400,1927,0,98112,47.6325,-122.29,3190,7523 +4030100290,20141001T000000,1680000.0,5,3.5,5170,7197,3.0,1,4,3,11,3520,1650,1998,0,98155,47.7561,-122.271,3020,12880 +9828702335,20150212T000000,570000.0,2,2.0,1140,690,2.0,0,0,3,8,760,380,2014,0,98112,47.6205,-122.3,1480,1171 +8141200080,20140814T000000,680000.0,8,2.75,2530,4800,2.0,0,0,4,7,1390,1140,1901,0,98112,47.6241,-122.305,1540,4800 +9407101850,20141209T000000,345000.0,3,2.25,1690,14615,2.0,0,0,4,7,1690,0,1979,0,98045,47.4492,-121.78,1390,11360 +9542830050,20150422T000000,355000.0,4,2.5,2150,3600,2.0,0,0,3,7,2150,0,2010,0,98038,47.3658,-122.019,2220,3915 +4038300010,20140922T000000,390000.0,3,1.5,1180,7700,1.0,0,0,4,7,1180,0,1959,0,98007,47.6133,-122.133,1510,8800 +1898700050,20150428T000000,128000.0,3,1.0,1400,9690,1.0,0,0,3,7,1400,0,1969,0,98023,47.3201,-122.398,1280,9600 +826000480,20140826T000000,448500.0,3,1.75,1300,4800,2.0,0,1,4,7,1300,0,1912,0,98136,47.5457,-122.383,1300,4800 +6163901150,20141109T000000,346000.0,3,1.75,1590,9636,1.5,0,0,4,6,1590,0,1953,0,98155,47.754,-122.321,1800,9975 +3956900480,20140903T000000,779000.0,3,1.75,1990,5600,1.0,0,1,3,8,1330,660,1941,0,98199,47.65,-122.415,2630,6780 +3824100020,20150203T000000,335000.0,3,1.75,1510,9720,1.0,0,0,3,7,1510,0,1948,1976,98028,47.7728,-122.258,1520,10037 +5026900235,20140911T000000,1850000.0,4,3.25,2910,1880,2.0,0,3,5,9,1830,1080,1914,0,98122,47.616,-122.282,3100,8200 +1330850130,20150218T000000,799990.0,3,2.5,2850,21780,2.0,0,0,3,10,2850,0,1994,0,98053,47.6455,-122.04,3020,21798 +1726059134,20141010T000000,1075000.0,3,2.5,2830,56628,2.0,0,0,3,11,2830,0,2001,0,98011,47.7409,-122.198,2830,16430 +2767604551,20140822T000000,371000.0,2,1.5,1110,1189,3.0,0,0,3,8,1110,0,2000,0,98107,47.6711,-122.377,1420,1311 +7424600020,20141027T000000,620000.0,4,2.5,1900,9775,1.0,0,0,5,7,1900,0,1967,0,98033,47.6856,-122.168,1990,10500 +8731000010,20140515T000000,343000.0,4,1.75,2290,10290,1.0,0,0,3,7,1340,950,1960,0,98146,47.5045,-122.369,1800,7605 +5104200380,20141014T000000,265000.0,3,1.0,1010,14948,1.0,0,0,5,6,1010,0,1969,0,98059,47.4772,-122.144,1510,9600 +1311030430,20140804T000000,1000000.0,5,2.5,4670,15857,2.0,0,0,3,11,4670,0,1998,0,98074,47.63,-122.011,3810,14824 +3585900190,20141006T000000,825000.0,3,2.5,3400,38400,1.0,0,4,3,8,1870,1530,1955,2015,98177,47.7611,-122.372,3400,24338 +98020630,20150414T000000,889000.0,4,3.5,4070,10976,2.0,0,0,3,10,4070,0,2004,0,98075,47.5805,-121.97,4080,10106 +3826500470,20150415T000000,305000.0,3,2.25,1630,10962,1.0,0,0,4,8,1100,530,1977,0,98030,47.3801,-122.166,1830,8470 +5422560660,20141030T000000,407000.0,2,2.5,1700,6635,2.0,0,0,4,8,1700,0,1976,0,98052,47.6655,-122.13,1700,6635 +267000130,20140603T000000,613000.0,5,2.5,2070,12000,1.0,0,0,4,7,1340,730,1967,0,98008,47.626,-122.104,2090,12000 +6117502230,20141201T000000,1637500.0,3,3.5,4660,21164,2.0,1,4,3,12,4660,0,1975,1990,98166,47.4418,-122.354,3140,24274 +2402100675,20150210T000000,645000.0,3,3.75,2050,6000,2.0,0,0,5,7,1550,500,1910,0,98103,47.6873,-122.332,1780,4000 +1624059224,20140618T000000,1160000.0,4,3.5,4680,9700,2.0,0,0,3,10,3360,1320,2005,0,98006,47.5703,-122.165,2800,12343 +3811000250,20140929T000000,610000.0,3,2.25,2320,38186,2.0,0,0,3,8,2320,0,1980,0,98053,47.6645,-122.068,2875,37523 +8029520250,20150318T000000,450000.0,3,2.5,3800,13071,2.0,0,0,3,10,2730,1070,1994,0,98023,47.3076,-122.397,2980,11110 +3438501150,20140728T000000,300000.0,3,2.0,720,7598,1.0,0,0,5,6,720,0,1947,0,98106,47.5483,-122.36,1080,7209 +3582900280,20140606T000000,1120000.0,5,2.75,4400,18500,1.0,0,3,5,9,2250,2150,1963,0,98028,47.7424,-122.263,3290,19257 +3521069142,20150224T000000,418200.0,3,2.5,2260,74297,2.0,0,0,3,9,2260,0,1992,0,98022,47.2704,-122.013,3110,98000 +646910020,20140828T000000,250000.0,3,2.5,1650,2802,2.0,0,0,3,7,1650,0,2004,0,98055,47.4328,-122.196,1490,2084 +1026069134,20140825T000000,619000.0,3,2.5,2560,43608,2.0,0,0,3,9,2560,0,2002,0,98077,47.7614,-122.026,3000,54088 +5230000020,20140630T000000,500000.0,4,3.0,3720,15048,3.0,0,0,3,7,3720,0,1979,2014,98059,47.5116,-122.144,2020,15180 +1442740010,20141107T000000,465000.0,4,2.5,2590,16437,2.0,0,0,3,8,2590,0,1986,0,98038,47.3714,-122.059,2320,15625 +7937600010,20141212T000000,322000.0,4,1.0,1750,68841,1.0,0,0,3,7,1750,0,1942,0,98058,47.4442,-122.081,1550,32799 +1545801410,20150128T000000,276900.0,3,2.5,1620,7320,2.0,0,0,3,7,1620,0,1989,0,98038,47.3617,-122.054,1550,7686 +1235700073,20150318T000000,660000.0,3,2.25,1700,12615,1.0,0,0,4,7,1300,400,1990,0,98033,47.6965,-122.197,1950,13163 +7806450050,20141029T000000,480000.0,3,2.5,2450,28185,2.0,0,0,3,9,2450,0,1990,0,98058,47.4665,-122.122,2440,33541 +3250500103,20150408T000000,925000.0,3,1.75,1610,10796,1.0,0,0,3,7,1070,540,1951,0,98004,47.6272,-122.208,1940,10796 +2624300080,20140724T000000,825000.0,3,3.0,3730,35900,1.0,0,0,3,9,2960,770,1979,0,98008,47.5814,-122.122,2280,16026 +7568700525,20150318T000000,326000.0,2,1.0,1210,7440,1.0,0,0,3,6,780,430,1940,0,98155,47.7376,-122.322,1070,7440 +7683800010,20150421T000000,205000.0,3,1.0,1300,9880,1.0,0,0,4,7,1300,0,1959,0,98003,47.3352,-122.297,2140,9600 +3089000005,20140724T000000,150000.0,2,1.0,850,54000,1.5,0,0,1,4,850,0,1950,0,98023,47.2959,-122.377,1550,14440 +9510970010,20150429T000000,593567.0,3,2.5,1770,3205,2.0,0,0,3,9,1770,0,2005,0,98052,47.6658,-122.084,2120,4134 +9560800290,20140814T000000,440000.0,3,2.5,2060,11231,2.0,0,0,3,8,2060,0,1987,0,98072,47.7571,-122.141,2140,10224 +1385100050,20140716T000000,751000.0,3,2.5,3090,13316,2.0,0,0,3,10,3090,0,1992,0,98075,47.588,-122.079,2980,14437 +3294700101,20140909T000000,295000.0,2,1.75,1050,6500,1.5,0,2,4,6,1050,0,1925,0,98055,47.4727,-122.2,1320,10075 +8021700725,20140904T000000,422500.0,3,2.0,1300,2250,2.0,0,0,3,7,1300,0,1988,0,98103,47.6923,-122.332,1300,4500 +4038200480,20141201T000000,480000.0,3,1.0,1160,8800,1.0,0,0,4,7,1160,0,1959,0,98008,47.6112,-122.128,1750,8400 +3630180380,20140725T000000,890900.0,4,2.5,3420,6233,2.0,0,0,3,9,3420,0,2006,0,98027,47.5416,-121.998,3350,5000 +2782100280,20140529T000000,672500.0,4,2.75,2620,6707,2.0,0,0,3,9,2620,0,2000,0,98075,47.5965,-122.038,2590,6530 +3797002575,20141010T000000,605000.0,4,1.5,1880,3500,1.0,0,0,4,7,1080,800,1926,0,98103,47.6835,-122.347,1690,3500 +9315600050,20150317T000000,1675000.0,5,3.25,4560,19080,1.0,0,0,5,9,2490,2070,1963,0,98004,47.6291,-122.226,3390,20140 +1939110080,20140926T000000,565000.0,4,2.5,2330,7936,2.0,0,0,3,9,2330,0,1987,0,98074,47.6269,-122.03,2460,8137 +5423030380,20150506T000000,725000.0,4,1.75,2350,7574,1.0,0,0,3,8,1720,630,1979,0,98027,47.5634,-122.087,2220,8496 +5693501100,20140731T000000,640000.0,3,3.0,1560,1466,3.0,0,0,3,8,1560,0,2006,0,98103,47.6604,-122.352,1530,2975 +1612500170,20150226T000000,253750.0,4,1.0,1380,7110,1.5,0,0,3,6,1380,0,1939,0,98030,47.3846,-122.226,1430,7110 +6116500290,20140714T000000,799950.0,6,2.75,3040,36721,1.0,0,3,4,9,1760,1280,1958,0,98166,47.4488,-122.356,2420,21075 +2450000275,20140716T000000,595000.0,4,1.5,1350,8113,1.0,0,0,4,7,1350,0,1959,0,98004,47.5807,-122.196,1930,8113 +2194100050,20140929T000000,850000.0,4,2.5,3180,11652,2.0,0,1,3,9,3180,0,1977,0,98040,47.567,-122.212,3110,15183 +3782760280,20141002T000000,366000.0,3,2.5,1790,4065,2.0,0,0,3,8,1790,0,2009,0,98019,47.7344,-121.965,2480,4252 +4320200020,20140922T000000,715000.0,4,3.0,1986,6000,2.0,0,2,4,8,1746,240,1922,0,98136,47.5374,-122.39,1930,6200 +2944500420,20141211T000000,300000.0,4,2.5,2400,7215,2.0,0,0,3,8,2400,0,1992,0,98023,47.2944,-122.371,2220,7760 +3616600231,20140603T000000,960000.0,4,3.0,4590,9150,2.0,0,0,3,10,3490,1100,1981,0,98177,47.7234,-122.372,2910,12348 +6758700050,20150401T000000,812000.0,3,2.0,1970,3420,2.0,0,3,5,8,1970,0,1913,0,98103,47.6762,-122.354,1770,3420 +2545900050,20140509T000000,234950.0,3,1.0,1360,9948,1.0,0,0,3,6,1360,0,1977,0,98010,47.3422,-122.053,1670,8475 +8824900050,20140612T000000,656500.0,4,2.0,2710,4750,1.0,0,0,4,7,1460,1250,1919,0,98115,47.6756,-122.305,1700,3800 +6300000213,20140703T000000,255000.0,2,1.5,920,1598,2.0,0,0,3,7,920,0,1995,0,98133,47.7081,-122.342,1110,1598 +2211700290,20141204T000000,538000.0,3,2.75,2000,7204,1.0,0,0,5,7,1250,750,1960,0,98006,47.565,-122.116,2480,17633 +739500050,20140701T000000,260000.0,3,2.25,1920,9680,1.0,0,0,4,7,1300,620,1961,0,98031,47.412,-122.195,1500,9516 +6190500380,20141027T000000,546200.0,3,2.5,2678,6607,2.0,0,0,3,9,2678,0,1998,0,98028,47.738,-122.235,2780,6607 +5129000006,20150419T000000,280500.0,3,1.0,1220,4541,1.0,0,0,3,7,890,330,1952,0,98108,47.5387,-122.294,1670,3429 +2112700280,20140811T000000,295000.0,3,1.75,1440,4000,1.0,0,0,4,7,1050,390,1979,0,98106,47.5329,-122.354,1560,4000 +9828702895,20141022T000000,700000.0,4,1.75,2420,520,1.5,0,0,3,7,2420,0,1900,0,98112,47.6209,-122.302,1200,1170 +2026059181,20141120T000000,560000.0,3,2.0,2090,15790,1.0,0,0,3,9,2090,0,1992,0,98034,47.7296,-122.199,1820,8770 +3295610080,20150401T000000,912000.0,4,2.75,4030,10888,2.0,0,0,3,10,4030,0,1997,0,98075,47.5651,-122.034,3720,10756 +1474000050,20140508T000000,437000.0,3,1.75,1310,9282,1.0,0,0,4,7,1310,0,1976,0,98052,47.6844,-122.111,1310,8748 +2896400170,20150316T000000,447000.0,3,2.5,1800,3074,2.0,0,0,3,7,1800,0,2003,0,98072,47.7631,-122.149,1610,2929 +3342103281,20141020T000000,500000.0,4,1.0,1160,20100,1.0,0,0,4,6,820,340,1913,0,98056,47.5175,-122.201,1670,10200 +7172200080,20150319T000000,508300.0,3,1.0,1160,5969,1.0,0,0,3,7,880,280,1930,0,98115,47.6844,-122.306,1550,5120 +5209200010,20140731T000000,485000.0,3,1.5,1870,7853,1.0,0,0,3,7,1300,570,1962,0,98125,47.7045,-122.281,1870,8300 +6744700427,20140507T000000,540000.0,7,5.75,3700,7647,2.0,0,1,3,8,3700,0,1948,1984,98155,47.7393,-122.289,2510,7479 +1328310440,20140916T000000,356000.0,3,2.25,2280,8765,2.0,0,0,3,8,2280,0,1977,0,98058,47.4419,-122.133,1920,8265 +2710600080,20140825T000000,525000.0,4,2.0,1720,6099,1.0,0,0,4,7,860,860,1949,0,98115,47.6765,-122.287,1100,5671 +8651611980,20150324T000000,962800.0,4,2.75,3630,11775,2.0,0,0,3,10,3630,0,1999,0,98074,47.6378,-122.066,3800,12451 +1541700010,20141001T000000,315000.0,4,2.5,2040,6300,2.0,0,0,3,8,2040,0,2003,0,98031,47.3918,-122.185,2260,5877 +477000019,20140620T000000,525000.0,3,2.25,1750,1879,3.0,0,0,3,8,1750,0,2001,0,98107,47.6722,-122.391,1750,3155 +8165501700,20150430T000000,325000.0,2,2.25,1550,2285,2.0,0,0,3,8,1550,0,2007,0,98106,47.5398,-122.369,1550,2135 +9534400010,20150423T000000,965800.0,4,1.75,2500,8725,1.0,0,0,4,8,1500,1000,1966,0,98004,47.6304,-122.205,1900,8998 +7577700185,20140709T000000,550000.0,4,1.0,1440,3600,1.5,0,0,4,7,1440,0,1924,0,98116,47.5694,-122.385,1010,5175 +257000263,20141021T000000,182200.0,4,1.0,1130,13927,1.5,0,0,3,6,1130,0,1929,0,98168,47.4939,-122.3,1800,8274 +8638500020,20140911T000000,315000.0,3,1.0,1210,8505,1.5,0,0,3,7,1210,0,1958,0,98106,47.5389,-122.353,1430,8505 +452001310,20140825T000000,500000.0,2,1.0,960,5000,1.0,0,0,4,7,960,0,1900,0,98107,47.6755,-122.367,1330,5000 +7852000500,20140702T000000,480000.0,5,2.5,2160,7737,2.0,0,0,3,7,2160,0,1998,0,98065,47.5381,-121.872,2460,7737 +4219401236,20140520T000000,1690000.0,3,1.75,3400,8965,1.0,0,2,5,9,1820,1580,1957,0,98105,47.6569,-122.273,3200,8500 +1622069127,20141118T000000,525000.0,5,3.25,3960,321908,2.0,0,0,4,9,2690,1270,1989,0,98038,47.3984,-122.055,2360,96703 +2644300005,20150412T000000,407500.0,4,2.5,1900,9075,2.0,0,0,3,7,1900,0,1988,0,98133,47.7776,-122.352,1800,8460 +3211260290,20150309T000000,443000.0,4,3.0,2620,35124,2.0,0,0,3,9,2620,0,1987,0,98092,47.3067,-122.116,2920,35807 +3625500130,20140530T000000,1256500.0,4,2.5,3150,13700,2.0,0,0,4,9,3150,0,1966,0,98040,47.5309,-122.224,3200,11900 +6819100380,20140830T000000,642000.0,3,1.0,1040,4480,1.0,0,0,3,7,870,170,1924,0,98109,47.6461,-122.356,1730,4200 +8562600500,20150109T000000,520000.0,3,1.75,1540,7558,1.0,0,0,3,8,1540,0,1964,0,98052,47.6707,-122.156,1540,7863 +9279200280,20140623T000000,750000.0,3,2.0,1820,5000,1.5,0,0,4,8,1720,100,1941,0,98116,47.5845,-122.395,2220,7200 +6788201440,20150407T000000,855000.0,5,1.5,1930,4500,1.5,0,0,3,8,1930,0,1929,0,98112,47.6401,-122.303,2083,4500 +2624089026,20141002T000000,275000.0,4,1.0,1430,27153,1.5,0,0,4,5,1430,0,1934,0,98065,47.5372,-121.744,1880,27153 +8698600080,20140910T000000,265000.0,5,2.75,2920,5250,1.5,0,0,5,7,1800,1120,1911,0,98002,47.3072,-122.221,1220,5250 +425069136,20150410T000000,894400.0,3,2.5,3100,45738,2.0,0,0,3,10,3100,0,1991,0,98053,47.6854,-122.048,3340,45738 +5528600050,20150211T000000,546000.0,2,1.0,1200,12856,1.0,0,0,4,6,1200,0,1948,0,98027,47.5321,-122.034,1740,6098 +8682290660,20141126T000000,699950.0,2,2.5,2390,7489,1.0,0,0,3,8,2390,0,2007,0,98053,47.7243,-122.032,2170,7489 +1839920050,20150414T000000,435000.0,3,2.0,1270,10713,1.0,0,0,4,7,1270,0,1969,0,98034,47.7247,-122.181,1620,8250 +6624010010,20150506T000000,259500.0,4,1.5,1300,7200,1.0,0,0,4,7,1300,0,1970,0,98031,47.4179,-122.181,1420,7200 +9406590010,20141029T000000,359950.0,4,3.25,2290,4785,2.0,0,0,3,9,2290,0,2007,0,98038,47.3833,-122.037,2290,4785 +3575305362,20141215T000000,517000.0,3,1.75,1740,10000,1.0,0,0,3,7,1740,0,1976,2009,98074,47.617,-122.058,1350,7500 +8835900010,20140804T000000,579000.0,3,1.0,1590,5400,1.0,0,1,3,8,1280,310,1948,0,98118,47.5509,-122.261,2140,7161 +7199000290,20140905T000000,525000.0,4,2.0,2420,10735,1.5,0,0,3,7,2420,0,1967,0,98052,47.6899,-122.122,1570,9540 +6669150280,20150414T000000,320000.0,4,2.5,2130,9653,1.0,0,0,3,7,1500,630,1978,0,98031,47.4068,-122.175,2000,7988 +2619600010,20140513T000000,635000.0,4,1.75,1950,13320,1.0,0,0,4,8,1370,580,1969,0,98007,47.6196,-122.139,2120,12051 +2314300420,20140916T000000,400000.0,4,2.5,2150,5397,2.0,0,0,3,8,2150,0,1998,0,98058,47.4644,-122.151,2260,5080 +9512500380,20141010T000000,455000.0,3,1.75,1270,7700,1.0,0,0,4,7,1270,0,1968,0,98052,47.6711,-122.148,1510,7700 +8653600050,20150225T000000,572000.0,3,1.75,1850,22767,1.5,0,4,5,6,1850,0,1908,0,98074,47.6144,-122.067,2700,17906 +4045900020,20150413T000000,650000.0,2,1.5,1440,136778,1.0,0,0,4,8,1140,300,1956,0,98072,47.7608,-122.118,1740,21600 +1311800130,20150123T000000,162500.0,3,1.5,1390,7417,1.0,0,0,3,7,1390,0,1967,0,98001,47.3369,-122.275,1390,7665 +9542890010,20141113T000000,400000.0,2,2.5,1340,1240,2.0,0,0,3,8,1150,190,2008,0,98052,47.6858,-122.102,1280,1312 +4027700795,20150318T000000,268300.0,3,1.0,1190,9000,1.0,0,0,3,7,1190,0,1968,0,98028,47.77,-122.264,1960,7200 +7013200280,20140702T000000,989000.0,6,4.5,3830,4800,3.0,0,0,3,9,3050,780,1919,2004,98119,47.6404,-122.361,1990,4800 +2460700430,20140627T000000,342000.0,3,1.75,1780,10409,1.0,0,0,3,7,1280,500,1981,0,98058,47.4627,-122.168,1780,7415 +6147650280,20150325T000000,315000.0,4,2.5,3130,5999,2.0,0,0,3,7,3130,0,2006,0,98042,47.3837,-122.099,3020,5997 +3574800010,20150428T000000,485000.0,4,2.75,1830,8384,1.0,0,0,3,7,1320,510,1979,0,98034,47.733,-122.22,2190,7695 +8731981640,20141204T000000,277500.0,4,2.5,2550,7500,1.0,0,0,3,8,1750,800,1976,0,98023,47.3165,-122.386,2260,8800 +1525069134,20150312T000000,1295000.0,4,3.5,3790,90169,2.0,0,0,3,11,3790,0,1998,0,98053,47.6587,-122.022,3410,46951 +2824069180,20140806T000000,385000.0,4,1.75,1800,10890,1.5,0,0,4,6,1800,0,1912,0,98027,47.5312,-122.04,1530,9818 +751000080,20141117T000000,426000.0,2,1.0,1630,7680,1.0,0,0,3,7,830,800,1947,0,98125,47.7092,-122.291,1250,7740 +2044500213,20140617T000000,310000.0,4,2.0,1870,6000,1.5,0,0,3,7,1870,0,1956,0,98125,47.7155,-122.315,1520,7169 +2044500213,20150126T000000,449000.0,4,2.0,1870,6000,1.5,0,0,3,7,1870,0,1956,0,98125,47.7155,-122.315,1520,7169 +1703400470,20141219T000000,375000.0,2,1.0,980,3915,1.0,0,0,4,7,980,0,1919,0,98118,47.5589,-122.29,1425,1576 +7363600185,20150330T000000,1187500.0,3,2.25,2860,10625,1.0,0,4,3,10,1920,940,1976,0,98115,47.6915,-122.273,2860,8075 +3904901300,20150414T000000,468000.0,3,2.25,1470,5597,2.0,0,0,3,7,1470,0,1985,0,98029,47.5674,-122.019,1610,5217 +7548300425,20150403T000000,336000.0,1,1.0,1160,5000,2.0,0,0,3,7,1160,0,2000,0,98144,47.5883,-122.311,2060,5000 +4123830480,20140610T000000,392000.0,4,2.75,1940,6555,2.0,0,0,3,8,1940,0,1990,0,98038,47.3701,-122.041,1840,6912 +9477000280,20140807T000000,412500.0,4,2.25,1630,7969,1.0,0,0,3,7,1100,530,1977,0,98034,47.7336,-122.19,1580,7440 +8567450080,20150325T000000,545000.0,4,2.5,2755,11612,2.0,0,0,3,8,2755,0,2001,0,98019,47.7394,-121.965,2820,12831 +7129304540,20141220T000000,133000.0,5,2.0,1430,5600,1.5,0,0,3,6,1430,0,1947,0,98118,47.5192,-122.266,1860,5980 +7129304540,20150514T000000,440000.0,5,2.0,1430,5600,1.5,0,0,3,6,1430,0,1947,0,98118,47.5192,-122.266,1860,5980 +2250000010,20141205T000000,294450.0,4,2.25,1400,7341,1.0,0,0,3,7,1300,100,1961,0,98155,47.7565,-122.305,2090,7410 +5162100660,20140826T000000,335000.0,4,2.5,2520,7205,2.0,0,0,3,8,2520,0,1987,0,98003,47.343,-122.316,2350,7632 +4140500050,20140908T000000,362000.0,3,1.0,1290,10125,1.0,0,0,4,7,1290,0,1956,0,98028,47.7641,-122.265,1760,14460 +2129700525,20141028T000000,322000.0,3,1.75,1400,18002,1.0,0,0,3,6,1400,0,1977,0,98019,47.725,-121.967,2240,14068 +4337000275,20150317T000000,230500.0,2,1.0,740,8853,1.0,0,0,3,6,740,0,1943,0,98166,47.4793,-122.336,850,8775 +3942900010,20150305T000000,380000.0,4,2.0,1710,9996,1.0,0,0,3,7,1710,0,1950,0,98108,47.5472,-122.3,1550,6768 +8699100321,20140611T000000,292000.0,4,2.75,2414,7693,2.0,0,0,3,8,2414,0,2006,0,98002,47.3046,-122.222,1500,7177 +7686203180,20140812T000000,172500.0,3,1.0,1040,7500,1.0,0,0,4,6,1040,0,1954,0,98198,47.4206,-122.316,1270,8000 +1193000480,20140724T000000,784000.0,4,2.75,3540,7091,1.5,0,1,4,8,1970,1570,1947,0,98199,47.6467,-122.394,2200,6000 +1234000630,20141002T000000,525000.0,4,2.75,2530,11549,1.0,0,0,3,7,1700,830,1942,0,98033,47.6557,-122.197,2530,10000 +8562750250,20140704T000000,600000.0,3,2.5,2320,7609,2.0,0,0,3,8,2320,0,2003,0,98027,47.5391,-122.069,2590,4000 +5088500170,20141027T000000,435000.0,3,2.5,2530,16102,2.0,0,0,3,9,2530,0,1989,0,98038,47.371,-122.055,2370,14957 +1061500630,20150205T000000,359900.0,5,2.75,2790,7600,1.5,0,0,4,7,2790,0,1965,0,98056,47.4999,-122.165,1480,7600 +8073000491,20141211T000000,700000.0,4,1.75,1950,7139,1.0,1,4,3,7,1150,800,1957,0,98178,47.5121,-122.248,1600,13122 +3277801448,20150312T000000,280000.0,3,2.0,1020,889,2.0,0,0,3,7,720,300,2009,0,98126,47.5434,-122.375,1130,972 +1656600280,20141002T000000,655000.0,4,2.5,3110,24466,2.0,0,0,3,9,3110,0,1997,0,98059,47.4898,-122.127,3080,22185 +4139420190,20150512T000000,2480000.0,4,5.0,5310,16909,1.0,0,4,3,12,3090,2220,1992,0,98006,47.5515,-122.113,5220,15701 +5360200052,20150224T000000,499950.0,3,2.5,2580,23925,2.0,0,0,3,9,2580,0,2001,0,98023,47.2978,-122.376,1660,8460 +7234601025,20140805T000000,540000.0,3,2.5,1380,1021,2.0,0,0,3,8,1160,220,2008,0,98122,47.6148,-122.309,1440,1021 +8001470480,20150306T000000,970000.0,4,2.75,3980,9209,2.0,0,0,3,11,3980,0,2002,0,98074,47.6286,-122.064,3800,9333 +2597670470,20140813T000000,330000.0,4,2.5,2080,7000,1.0,0,0,4,8,1400,680,1989,0,98058,47.4252,-122.163,2090,7082 +7199330130,20140703T000000,474000.0,3,1.75,1530,8000,2.0,0,0,3,7,1530,0,1978,0,98052,47.6971,-122.13,1530,7500 +4039700080,20150317T000000,670000.0,4,1.75,1930,9310,1.0,0,0,4,9,1930,0,1968,0,98008,47.6158,-122.108,2110,10290 +5317100780,20140512T000000,1300000.0,4,3.25,2330,9687,2.0,0,3,3,9,2330,0,1918,0,98112,47.6264,-122.283,3880,9017 +2597450250,20140730T000000,1160000.0,4,2.5,3860,10361,2.0,0,2,4,10,2940,920,1985,0,98006,47.5517,-122.147,3720,13155 +2472920680,20150112T000000,440000.0,4,2.5,2880,8061,2.0,0,0,3,9,2880,0,1988,0,98058,47.439,-122.152,2650,7660 +7436300170,20140728T000000,411000.0,2,2.5,1590,2088,2.0,0,0,3,9,1590,0,1997,0,98033,47.6897,-122.175,2320,3174 +3964400470,20140725T000000,500000.0,3,1.5,2150,4000,1.5,0,0,3,7,1470,680,1928,0,98144,47.5733,-122.312,1750,4000 +7351200050,20141218T000000,1335000.0,4,1.75,2300,13342,1.5,1,4,3,7,2300,0,1934,1958,98125,47.7308,-122.282,2500,13342 +1377800277,20141215T000000,696000.0,6,3.25,2900,6400,2.0,0,0,4,8,2300,600,1977,0,98199,47.6464,-122.401,2480,6400 +3862400050,20140506T000000,465000.0,3,2.25,1970,11088,1.0,0,0,4,8,1180,790,1967,0,98155,47.7651,-122.277,1970,10470 +7199310170,20140616T000000,518000.0,4,2.5,1740,7500,1.0,0,0,4,7,1220,520,1976,0,98052,47.6927,-122.124,1790,7350 +8039900086,20140509T000000,251000.0,3,1.75,1220,7250,1.0,0,0,3,7,1220,0,1962,0,98045,47.4887,-121.784,1700,15251 +1137600190,20150430T000000,255000.0,3,2.0,1290,13282,1.0,0,0,3,7,1290,0,1978,0,98030,47.3787,-122.169,1290,12357 +1566100130,20140820T000000,319000.0,2,1.0,780,8271,1.0,0,0,4,6,780,0,1924,0,98115,47.7,-122.3,2220,8271 +9547205610,20140929T000000,719000.0,4,2.75,2210,3400,1.5,0,0,5,7,1470,740,1926,0,98115,47.6826,-122.311,1500,3400 +5608000190,20140714T000000,1520000.0,5,3.5,5930,13288,2.0,0,2,3,11,3920,2010,1996,0,98027,47.5542,-122.097,3860,12062 +3295450050,20150109T000000,322000.0,4,2.5,1950,4553,2.0,0,0,3,7,1950,0,2000,0,98056,47.5066,-122.175,1780,4598 +3751602249,20150305T000000,205000.0,4,1.0,1340,7920,1.0,0,0,4,7,1340,0,1970,0,98001,47.2845,-122.267,1090,9600 +7889600190,20150113T000000,229000.0,3,1.0,1590,6240,1.0,0,0,3,7,1060,530,1956,0,98146,47.4936,-122.337,1410,6240 +217700050,20141030T000000,395000.0,3,2.25,1780,9672,1.0,0,0,3,8,1350,430,1960,0,98133,47.7774,-122.35,1860,10080 +7943000020,20150326T000000,183000.0,2,1.0,760,7272,1.0,0,0,4,7,760,0,1980,0,98003,47.3205,-122.33,1370,7866 +7199310290,20140905T000000,583500.0,3,1.75,1720,7800,1.0,0,0,4,7,1170,550,1978,0,98052,47.6928,-122.125,1760,7276 +192700080,20150213T000000,312000.0,3,2.5,2070,25710,1.0,0,0,5,6,2070,0,1917,0,98022,47.2032,-121.964,1350,17998 +23520380,20140909T000000,539000.0,3,1.75,1790,9860,1.0,0,0,4,7,1410,380,1978,0,98052,47.6989,-122.12,1820,9555 +8961950050,20150320T000000,409000.0,4,2.75,3230,12651,2.0,0,0,4,8,3230,0,2002,0,98001,47.3157,-122.251,2550,12081 +3300701365,20140528T000000,510250.0,3,1.75,1400,4000,1.0,0,0,3,7,870,530,1951,0,98117,47.6913,-122.381,1400,4000 +871000170,20141202T000000,535000.0,2,2.0,1370,3827,1.0,0,0,3,7,1020,350,1952,0,98199,47.652,-122.404,1550,5102 +9407150250,20140924T000000,280000.0,3,2.5,1600,7936,2.0,0,0,3,7,1600,0,1996,0,98038,47.3673,-122.017,1830,7936 +7789000235,20150409T000000,286000.0,3,1.0,950,8400,1.0,0,0,3,7,950,0,1958,0,98056,47.5104,-122.166,1250,8400 +8587400050,20150325T000000,710000.0,3,2.75,2210,7660,1.0,0,1,4,7,1460,750,1968,0,98116,47.5619,-122.4,2110,8750 +5100401315,20140709T000000,395000.0,2,1.0,930,6380,1.0,0,0,4,7,930,0,1940,0,98115,47.6915,-122.321,1180,6380 +2634500005,20140908T000000,237500.0,2,1.0,810,8494,1.0,0,0,3,6,810,0,1949,0,98155,47.7389,-122.324,1050,7975 +6332000050,20150121T000000,464000.0,3,2.0,1630,6550,1.0,0,0,5,7,850,780,1912,0,98126,47.5452,-122.379,1440,6550 +2126049265,20141021T000000,495000.0,3,1.75,1770,10080,1.0,0,0,3,8,1770,0,1968,0,98125,47.7218,-122.306,1860,10456 +7950304095,20150217T000000,257500.0,1,1.0,710,6060,1.0,0,0,4,6,710,0,1916,0,98118,47.5621,-122.283,1440,4545 +587550010,20150116T000000,570000.0,4,3.5,3990,23544,1.0,0,2,3,10,2300,1690,1999,0,98023,47.3245,-122.38,3410,15932 +1402630190,20141111T000000,362000.0,3,2.5,2310,7485,2.0,0,0,3,8,2310,0,1986,0,98058,47.439,-122.135,2310,8142 +2402100895,20140625T000000,640000.0,33,1.75,1620,6000,1.0,0,0,5,7,1040,580,1947,0,98103,47.6878,-122.331,1330,4700 +3750604417,20140526T000000,172500.0,3,1.0,1140,8800,1.0,0,0,3,7,1140,0,1972,0,98001,47.2629,-122.275,1270,13560 +9547202890,20150120T000000,596000.0,2,1.0,1040,4880,1.0,0,0,3,7,1040,0,1910,1975,98115,47.6809,-122.311,1500,4590 +2600110250,20150430T000000,840000.0,4,2.5,2170,9796,1.0,0,0,4,8,1650,520,1980,0,98006,47.5505,-122.152,2350,9796 +7403200050,20141113T000000,1600000.0,3,2.25,3370,23065,1.0,1,4,3,10,1920,1450,1980,0,98028,47.7434,-122.263,3410,19688 +9528104360,20140912T000000,435000.0,2,1.5,901,1245,3.0,0,0,3,7,901,0,2001,0,98115,47.6774,-122.325,1138,1137 +2634500050,20140910T000000,251000.0,2,1.0,840,7870,1.0,0,0,3,6,840,0,1949,0,98155,47.7389,-122.326,1442,8131 +268500020,20141106T000000,282500.0,4,1.0,1650,9750,1.0,0,0,4,7,1650,0,1964,0,98059,47.4991,-122.164,1650,10112 +1796361100,20141017T000000,265000.0,3,2.25,1380,7226,1.0,0,0,4,7,1140,240,1987,0,98042,47.3677,-122.091,1640,7823 +8807300130,20141217T000000,330000.0,3,1.0,910,10240,1.0,0,0,4,6,910,0,1969,0,98053,47.6729,-122.064,1140,10720 +7170200080,20140617T000000,435000.0,2,1.0,1230,3800,1.0,0,0,3,7,1230,0,1928,0,98115,47.6797,-122.292,1610,3800 +1877500005,20141201T000000,827235.0,3,1.75,1740,8560,1.0,0,0,3,8,1500,240,1948,0,98199,47.6475,-122.409,2240,5800 +7211400525,20140530T000000,249950.0,4,1.0,1290,5000,1.5,0,0,3,7,1290,0,1957,0,98146,47.513,-122.358,1440,2500 +2549000020,20150324T000000,400000.0,3,2.5,1950,18533,2.0,0,0,3,8,1950,0,1988,0,98024,47.5647,-121.903,1810,18401 +4137040250,20141021T000000,300499.0,4,2.5,2150,7944,2.0,0,0,3,8,2150,0,1990,0,98092,47.259,-122.215,2170,8319 +5101400461,20150417T000000,449000.0,4,2.0,1560,5220,1.0,0,0,3,7,1560,0,1959,0,98115,47.6905,-122.305,1300,5220 +2306400010,20141017T000000,500000.0,2,1.0,1120,3220,1.0,0,0,4,7,1120,0,1923,0,98103,47.6588,-122.344,1440,3220 +8861000095,20140930T000000,865000.0,3,1.5,1790,7526,1.0,0,0,3,7,1790,0,1953,2014,98004,47.6387,-122.207,2080,10943 +3754500010,20140616T000000,899950.0,4,3.5,3290,5414,2.0,0,1,3,9,2360,930,2006,0,98034,47.7074,-122.219,1820,9609 +4326000190,20140828T000000,370000.0,4,1.0,1540,9541,1.5,0,0,4,7,1540,0,1961,0,98034,47.7104,-122.213,1290,9541 +1525069088,20150504T000000,442500.0,5,3.25,4240,226097,2.0,0,0,3,8,3410,830,1980,0,98053,47.6472,-122.017,2980,217800 +9474700020,20140503T000000,310000.0,3,1.0,1010,9945,1.0,0,0,4,6,1010,0,1973,0,98065,47.5324,-121.763,1390,12710 +4389200876,20140701T000000,1565000.0,4,2.75,2970,12750,1.5,0,1,4,7,2130,840,1918,1986,98004,47.6135,-122.213,1980,15300 +6084600420,20140905T000000,245000.0,4,2.25,2190,9113,2.0,0,0,3,7,2190,0,1986,0,98001,47.3241,-122.275,1570,8306 +6668900010,20141117T000000,254950.0,2,1.0,700,8100,1.0,0,0,3,6,700,0,1949,0,98155,47.7492,-122.311,1230,8100 +125059178,20140722T000000,510000.0,6,4.5,3300,7480,2.0,0,0,3,8,3300,0,1980,0,98052,47.6796,-122.104,2470,7561 +2131701410,20150427T000000,299950.0,3,2.25,1370,5000,2.0,0,0,3,7,1370,0,1990,0,98019,47.7372,-121.981,1600,7724 +3158500130,20140821T000000,379950.0,4,2.5,2680,4500,2.0,0,0,3,8,2680,0,2011,0,98038,47.3561,-122.056,2010,4500 +6300500275,20140807T000000,350000.0,3,1.0,1390,4820,1.0,0,0,4,7,910,480,1926,0,98133,47.704,-122.343,1320,4820 +3395040920,20140618T000000,300000.0,3,2.5,1700,3575,2.0,0,0,3,7,1700,0,2000,0,98108,47.5418,-122.295,1590,3380 +1193000280,20140527T000000,994000.0,3,2.25,2510,6339,1.5,0,2,5,8,1810,700,1932,0,98199,47.6496,-122.391,1820,5741 +8022900005,20141119T000000,315000.0,3,1.5,1700,8067,1.0,0,0,3,7,1250,450,1956,0,98155,47.7384,-122.324,1340,7869 +1774000050,20140507T000000,480500.0,4,2.5,2180,11200,1.0,0,0,4,8,2180,0,1968,0,98072,47.7476,-122.086,1790,11200 +1725800280,20140616T000000,373000.0,3,1.0,1770,5720,1.5,0,0,4,7,1140,630,1926,0,98126,47.5546,-122.377,1500,4406 +8691390980,20140902T000000,728000.0,4,2.5,3290,5951,2.0,0,0,3,9,3290,0,2003,0,98075,47.5999,-121.976,3240,6159 +1180008370,20140925T000000,415000.0,4,3.5,3040,7125,2.0,0,1,3,8,2240,800,2002,0,98178,47.492,-122.225,2220,7800 +9558020460,20140604T000000,427500.0,4,2.5,2460,5091,2.0,0,0,3,9,2460,0,2003,0,98058,47.45,-122.121,2490,4750 +3575302880,20141110T000000,339300.0,3,2.0,970,10000,1.0,0,0,5,7,970,0,1972,0,98074,47.6205,-122.063,1230,7500 +6671900095,20140527T000000,313000.0,3,1.75,1320,6205,1.0,0,0,5,7,1320,0,1948,0,98133,47.7412,-122.343,1210,6205 +5637500094,20140522T000000,431500.0,3,3.5,1900,1612,2.0,0,0,3,8,1430,470,2008,0,98136,47.544,-122.385,1780,1525 +4310701330,20150309T000000,415000.0,3,1.5,1220,835,1.5,0,0,4,6,1220,0,1950,0,98103,47.6981,-122.341,1360,1251 +23520190,20150316T000000,490000.0,3,1.75,1470,9750,1.0,0,0,4,7,1470,0,1978,0,98052,47.6975,-122.12,1800,9600 +98000130,20150324T000000,1425000.0,4,5.0,4630,24054,2.0,0,3,3,11,4630,0,2005,0,98075,47.587,-121.966,4630,17584 +6829900080,20150330T000000,275000.0,3,1.5,1400,9750,1.0,0,0,4,6,1400,0,1964,0,98030,47.3768,-122.17,1160,9750 +5370200170,20150217T000000,325000.0,2,1.0,1070,5080,1.0,0,0,5,6,1070,0,1942,0,98106,47.5224,-122.35,900,5080 +3885805896,20140610T000000,1180000.0,5,3.75,3630,6000,1.5,0,0,3,9,2470,1160,2004,0,98033,47.6816,-122.199,2560,7560 +9550200470,20141001T000000,690000.0,4,1.5,1970,4590,2.5,0,0,3,7,1970,0,1909,0,98103,47.666,-122.332,1900,4590 +6111400020,20150330T000000,410000.0,4,2.0,2010,9474,2.0,0,0,3,7,2010,0,1953,2003,98166,47.4234,-122.342,2140,10164 +5135000050,20140801T000000,960000.0,4,2.5,2820,5934,1.0,0,3,5,9,1770,1050,1952,0,98116,47.5706,-122.403,2230,6000 +8029510010,20141030T000000,299250.0,3,2.5,2530,8669,2.0,0,0,3,9,2530,0,1990,0,98023,47.3073,-122.395,2530,9469 +4438400050,20140714T000000,239000.0,2,1.0,710,14000,1.0,0,0,4,6,710,0,1953,0,98166,47.4379,-122.337,1500,10540 +7831800460,20140502T000000,235000.0,2,1.0,1210,9400,1.0,0,0,2,6,1210,0,1949,0,98106,47.5342,-122.36,1580,6026 +2425069069,20140527T000000,587000.0,3,2.25,2370,217800,2.0,0,0,3,7,2370,0,1979,0,98053,47.6364,-121.984,3100,86248 +8029550020,20140701T000000,431000.0,4,2.5,2300,6087,2.0,0,0,3,7,2300,0,2001,0,98056,47.5125,-122.192,1770,5907 +7533800170,20140707T000000,1636000.0,3,2.5,3110,6765,2.0,0,1,4,9,2550,560,1946,0,98115,47.6886,-122.276,2630,7626 +9460000010,20141203T000000,285000.0,3,1.75,1990,6500,1.0,0,0,3,7,1090,900,1961,0,98055,47.488,-122.221,2150,6500 +2600130020,20141106T000000,778000.0,3,3.0,2630,10156,1.0,0,0,4,9,2630,0,1987,0,98006,47.5481,-122.156,2660,10455 +4037700285,20140731T000000,415000.0,3,1.0,1300,7975,1.0,0,0,4,7,1300,0,1958,0,98008,47.611,-122.122,1570,9075 +8682261190,20150112T000000,550285.0,2,1.75,1680,4500,1.0,0,0,3,8,1680,0,2004,0,98053,47.7132,-122.032,1670,4500 +5453700020,20140825T000000,910000.0,3,2.25,2180,9865,1.0,0,0,4,8,1660,520,1966,0,98040,47.5358,-122.235,2600,10034 +4139400630,20140529T000000,860000.0,3,2.5,2770,9136,2.0,0,0,3,10,2770,0,1991,0,98006,47.5605,-122.115,2890,8442 +9550201495,20141003T000000,765000.0,3,1.75,2120,5000,2.0,0,0,3,7,1980,140,1920,2010,98103,47.6666,-122.331,2020,5000 +9808610190,20140509T000000,782000.0,4,2.5,2830,20345,2.0,0,0,3,10,1980,850,1979,0,98004,47.6462,-122.191,2830,13732 +7443000514,20150310T000000,525000.0,3,3.5,1370,1764,2.0,0,0,3,8,1180,190,2000,0,98119,47.6511,-122.368,1400,1398 +1823099056,20141222T000000,745000.0,3,2.5,2810,435600,2.0,0,0,3,9,2810,0,1995,0,98045,47.4816,-121.701,2380,92007 +6055000010,20140725T000000,470000.0,3,3.5,3520,35512,2.0,0,2,3,8,2760,760,2005,0,98022,47.2416,-121.979,2860,39614 +3878900225,20140602T000000,345000.0,3,1.75,1990,5650,1.0,0,1,3,7,1320,670,1963,0,98178,47.5086,-122.252,2130,5650 +4222700130,20150304T000000,279000.0,3,2.25,2070,7800,1.0,0,0,3,7,1170,900,1964,0,98003,47.3431,-122.305,1570,8400 +1124000010,20140711T000000,500000.0,3,1.5,1320,8100,1.0,0,0,4,7,1320,0,1951,0,98177,47.7194,-122.371,1480,8100 +428000225,20140620T000000,237000.0,3,1.0,1300,8160,1.0,0,0,4,7,1300,0,1960,0,98056,47.511,-122.172,1290,8970 +8133300050,20140626T000000,200500.0,3,1.75,1260,9346,1.0,0,0,4,7,1260,0,1963,0,98030,47.3713,-122.186,1800,9705 +2423039134,20150324T000000,387500.0,4,1.75,2400,9900,1.0,0,0,3,7,1250,1150,1957,0,98166,47.4631,-122.362,1960,9900 +2726049150,20140717T000000,392500.0,4,2.0,1950,8040,1.0,0,0,3,7,1950,0,1961,0,98125,47.7074,-122.29,1950,8092 +8074200080,20150213T000000,305000.0,3,2.0,1430,12430,1.0,0,0,4,7,1430,0,1957,0,98056,47.4903,-122.178,1200,8250 +7856600170,20140924T000000,981000.0,4,2.5,2110,10100,1.0,0,2,3,8,2110,0,1968,2005,98006,47.567,-122.151,2230,10100 +8649900440,20141209T000000,680000.0,4,2.5,2980,8770,2.0,0,0,3,10,2980,0,1990,0,98075,47.5814,-122.029,2940,9238 +7696630170,20140605T000000,276000.0,4,2.5,2068,7242,2.0,0,0,4,7,2068,0,1976,0,98001,47.3318,-122.281,1560,7524 +226039075,20140506T000000,655500.0,4,3.5,3380,8330,2.0,0,0,3,8,3380,0,2000,0,98177,47.7741,-122.379,2220,8330 +3296000170,20141229T000000,555000.0,5,2.75,2810,13144,1.0,0,0,3,8,1440,1370,1964,0,98007,47.6199,-122.141,2480,13144 +3223049073,20150413T000000,235000.0,2,1.0,930,10505,1.0,0,0,3,6,930,0,1930,0,98148,47.4337,-122.329,1520,8881 +7300700050,20150219T000000,325000.0,3,1.0,1300,8879,1.0,0,0,3,7,920,380,1950,0,98155,47.7465,-122.326,1530,6960 +9900000190,20141030T000000,268950.0,3,1.0,1320,8100,1.0,0,0,3,6,880,440,1943,0,98166,47.4697,-122.351,1000,8100 +3751600635,20141110T000000,264500.0,3,1.5,1580,14040,1.0,0,0,3,7,1050,530,1980,0,98001,47.2932,-122.267,2240,12000 +7575600430,20141110T000000,240000.0,3,2.5,1620,5250,2.0,0,0,3,8,1620,0,1987,0,98003,47.3538,-122.301,1650,5250 +3223039109,20150220T000000,819000.0,3,2.5,2750,226512,2.0,0,0,3,9,2750,0,2000,0,98070,47.4376,-122.456,1250,211266 +7151700190,20150331T000000,850000.0,2,1.5,2210,5000,1.0,0,2,3,8,1530,680,1951,0,98122,47.6122,-122.288,2700,5000 +2076400050,20141022T000000,294950.0,4,2.25,1740,9600,1.0,0,2,3,7,1160,580,1957,0,98188,47.432,-122.276,1630,9600 +2162000190,20141215T000000,693000.0,3,2.25,2120,13644,2.0,0,1,4,9,1420,700,1973,0,98040,47.5574,-122.214,2950,17060 +5226500250,20141015T000000,478000.0,4,2.5,2780,7290,2.0,0,0,3,8,2780,0,1989,0,98059,47.509,-122.157,2450,7738 +1787600294,20150205T000000,222000.0,2,1.0,830,6893,1.0,0,0,3,7,830,0,1950,0,98125,47.7234,-122.328,1470,7200 +6388930170,20150408T000000,635000.0,4,2.5,2070,11286,2.0,0,0,3,8,2070,0,1996,0,98056,47.5284,-122.173,2440,10826 +2767704332,20140930T000000,469000.0,3,3.25,1390,1278,2.0,0,0,3,8,1140,250,2005,0,98107,47.6735,-122.375,1390,1256 +6699940250,20140725T000000,350000.0,4,2.5,2610,5866,2.0,0,0,3,8,2610,0,2005,0,98038,47.3441,-122.04,2480,5188 +8151601190,20141203T000000,180000.0,5,1.0,1460,11726,1.5,0,0,3,6,1290,170,1936,0,98146,47.5039,-122.361,1460,10450 +5561000420,20150408T000000,490000.0,4,2.25,3390,39356,1.0,0,0,4,8,1640,1750,1964,0,98027,47.461,-121.992,2160,38061 +3797001900,20140922T000000,360000.0,3,1.5,1360,6000,1.0,0,0,3,6,860,500,1911,0,98103,47.6846,-122.345,1560,3000 +6641020050,20140618T000000,630000.0,4,2.5,2807,9430,2.0,0,0,3,8,2807,0,1996,0,98028,47.7449,-122.223,2028,11056 +3232200095,20150414T000000,615000.0,4,1.0,1340,2006,1.5,0,0,3,7,1340,0,1931,0,98119,47.6357,-122.373,2040,3625 +2310000440,20141027T000000,279950.0,3,2.25,1340,7202,2.0,0,0,4,7,1340,0,1989,0,98038,47.3563,-122.039,1470,7395 +6414600321,20140611T000000,317000.0,3,1.0,1160,8813,1.0,0,0,3,7,1160,0,1952,0,98125,47.7257,-122.329,1200,7615 +7199320190,20141016T000000,618000.0,4,2.25,2470,7350,1.0,0,0,3,7,1600,870,1978,0,98052,47.6936,-122.128,1970,7700 +7922800190,20150311T000000,620000.0,5,1.75,2000,8713,1.0,0,2,3,7,1000,1000,1962,0,98008,47.5882,-122.117,2040,8449 +9553200052,20140506T000000,345000.0,3,1.0,1110,6250,1.0,0,0,3,7,1110,0,1956,0,98115,47.6977,-122.292,2010,6944 +4083802425,20141010T000000,608000.0,3,1.5,2240,3750,1.0,0,0,3,7,1220,1020,1952,0,98103,47.6624,-122.336,1570,3400 +984000130,20141223T000000,325000.0,4,2.25,1920,11603,2.0,0,0,4,7,1920,0,1967,0,98058,47.4315,-122.169,1840,7350 +2473002500,20141112T000000,475000.0,3,1.75,2270,13000,1.0,0,0,5,8,2270,0,1968,0,98058,47.4474,-122.144,2440,10000 +3356403304,20141016T000000,154000.0,3,3.0,1530,9997,1.0,0,0,3,6,1020,510,1992,0,98001,47.2861,-122.252,1410,9997 +8651200080,20140619T000000,1190000.0,5,3.0,3330,19126,2.0,0,0,4,11,2610,720,1977,0,98040,47.5485,-122.214,3330,16893 +1329300480,20141023T000000,376950.0,4,2.5,2643,5750,2.0,0,0,3,8,2643,0,2012,0,98030,47.3519,-122.173,2406,5772 +1972201305,20140729T000000,500000.0,2,2.0,1250,3360,1.0,0,0,3,7,1250,0,1957,0,98103,47.6526,-122.349,1250,3360 +425079001,20150423T000000,499950.0,3,2.5,3230,129578,1.0,0,0,4,8,2100,1130,1964,0,98014,47.682,-121.913,2760,62059 +9347900020,20150127T000000,230000.0,3,1.0,880,9035,1.0,0,0,4,6,880,0,1967,0,98059,47.476,-122.151,1440,10350 +1015000050,20150106T000000,652600.0,4,2.5,2220,5900,2.0,0,0,3,8,2220,0,2014,0,98117,47.6956,-122.36,1620,5900 +9542802000,20141229T000000,185000.0,3,1.75,1130,7000,1.0,0,0,3,7,1130,0,1978,0,98023,47.307,-122.372,1830,8880 +8088600080,20140602T000000,274950.0,3,1.0,1450,8820,1.0,0,0,3,6,1050,400,1958,0,98168,47.4698,-122.264,1510,8820 +5637500250,20150210T000000,447000.0,2,1.0,760,6035,1.0,0,0,3,6,760,0,1920,0,98136,47.5443,-122.382,2110,6046 +87000213,20140613T000000,129000.0,2,1.0,1150,30184,1.0,0,0,3,6,1150,0,1950,0,98055,47.4492,-122.2,1670,19684 +5104200470,20150325T000000,436000.0,5,3.0,2720,9856,2.0,0,0,4,8,2720,0,1969,0,98059,47.4778,-122.146,1420,9685 +455000190,20141006T000000,825000.0,3,1.75,2080,5000,2.0,0,0,5,8,2080,0,1906,0,98103,47.6717,-122.356,1820,5000 +3356403140,20141010T000000,225000.0,3,1.0,1080,16000,1.0,0,0,3,6,1080,0,1952,0,98001,47.2873,-122.251,1610,10007 +4472000050,20150309T000000,265000.0,3,2.5,1890,6088,2.0,0,0,3,7,1890,0,1996,0,98002,47.2886,-122.218,1700,6600 +5350200425,20150309T000000,765000.0,3,1.5,1500,5111,2.0,0,0,5,8,1500,0,1984,0,98122,47.6118,-122.284,2380,4519 +3975400190,20141104T000000,509000.0,4,2.0,1960,2166,1.5,0,0,4,7,1260,700,1926,0,98103,47.6545,-122.344,1670,4000 +9541600255,20150310T000000,762450.0,4,1.75,2570,8640,1.0,0,0,4,8,2570,0,1958,0,98005,47.5956,-122.172,2520,8800 +5538300460,20141210T000000,465000.0,5,1.5,1830,9000,1.0,0,2,3,7,1030,800,1955,0,98155,47.7488,-122.292,2610,11175 +7625700305,20140605T000000,564000.0,3,1.75,1980,6250,1.0,0,1,5,7,1090,890,1910,0,98136,47.554,-122.385,1980,6250 +2895600420,20150421T000000,384500.0,2,1.0,1130,5236,1.0,0,0,4,6,1130,0,1942,0,98146,47.5103,-122.386,1010,5320 +2320069260,20141027T000000,415000.0,3,2.0,2010,33090,1.5,0,2,5,8,2010,0,1986,0,98022,47.2133,-122.007,1840,22620 +7305300470,20141201T000000,345000.0,2,1.75,1820,8409,1.0,0,0,4,6,910,910,1948,0,98155,47.7538,-122.327,1300,8409 +9477940440,20140617T000000,465950.0,4,2.5,2340,6896,2.0,0,0,3,7,2340,0,2001,0,98059,47.4896,-122.14,2950,6775 +2561340020,20140804T000000,325000.0,3,1.75,1780,11096,1.0,0,0,3,7,1210,570,1979,0,98074,47.617,-122.051,1780,10640 +2561340020,20150217T000000,500000.0,3,1.75,1780,11096,1.0,0,0,3,7,1210,570,1979,0,98074,47.617,-122.051,1780,10640 +524069075,20141024T000000,450000.0,4,2.5,2450,20348,1.0,0,0,3,8,1410,1040,1978,0,98075,47.5887,-122.064,2450,50094 +2296700050,20141010T000000,475000.0,4,3.0,2410,8284,1.0,0,0,5,7,1210,1200,1969,0,98034,47.7202,-122.22,2050,7940 +4122900190,20140512T000000,1346400.0,5,1.75,3380,20021,1.0,0,0,4,8,1690,1690,1963,0,98004,47.6395,-122.211,3260,19809 +2754700095,20150316T000000,747000.0,3,1.5,1710,5120,2.0,0,0,4,7,1710,0,1920,0,98115,47.6801,-122.305,1530,5170 +9265700005,20140822T000000,395000.0,3,1.75,1740,6220,1.0,0,0,4,6,1740,0,1954,0,98177,47.762,-122.362,1630,8418 +9826700726,20141006T000000,505000.0,3,2.5,1995,1483,3.0,0,0,3,8,1760,235,2005,0,98102,47.6025,-122.31,1520,1173 +321049193,20141017T000000,215000.0,3,2.0,1760,9282,1.0,0,0,5,7,1100,660,1947,0,98001,47.3413,-122.29,1730,7500 +1923099034,20150116T000000,775000.0,4,3.5,3970,210830,2.0,0,0,3,9,3970,0,2000,0,98045,47.4614,-121.713,1680,42665 +4305600250,20141027T000000,540000.0,4,2.5,3000,5471,2.0,0,0,3,8,3000,0,2013,0,98059,47.4797,-122.126,2730,5471 +6648100010,20141119T000000,392500.0,3,1.75,1540,8925,1.0,0,0,4,7,1540,0,1957,0,98133,47.7762,-122.337,1620,10397 +5536100020,20141215T000000,987000.0,3,2.0,2160,15788,1.0,0,0,3,8,2160,0,1951,0,98004,47.6227,-122.207,2260,9787 +5536100020,20150512T000000,1190000.0,3,2.0,2160,15788,1.0,0,0,3,8,2160,0,1951,0,98004,47.6227,-122.207,2260,9787 +5104450440,20141113T000000,252500.0,3,2.0,1810,10684,2.0,0,0,3,8,1810,0,1987,0,98058,47.4619,-122.153,2140,9657 +7560000050,20150423T000000,730000.0,3,3.5,2440,3502,2.0,0,0,3,7,1970,470,2000,0,98005,47.589,-122.165,2440,3417 +7784400130,20140505T000000,497300.0,6,2.75,3200,9200,1.0,0,2,4,8,1600,1600,1953,0,98146,47.492,-122.364,2220,9500 +7298900010,20140924T000000,640000.0,4,2.5,2970,34981,2.0,0,0,3,9,2970,0,1998,0,98077,47.7365,-122.037,3170,30277 +259601100,20140513T000000,580000.0,5,2.0,2290,7125,1.0,0,0,3,7,1190,1100,1964,0,98008,47.634,-122.119,1460,7920 +8041100010,20140818T000000,377000.0,3,1.75,1820,34800,1.0,0,0,4,6,1820,0,1967,0,98027,47.4616,-121.98,2570,52707 +5318100840,20140606T000000,1280000.0,4,3.5,3010,3600,2.0,0,0,3,9,2370,640,1999,0,98112,47.6341,-122.284,2650,4200 +2771101964,20140812T000000,396500.0,3,1.5,1360,1488,2.0,0,0,3,7,1120,240,2003,0,98199,47.6526,-122.384,1360,1573 +1560870470,20140731T000000,300000.0,4,2.5,2080,2999,2.0,0,0,3,8,2080,0,1998,0,98059,47.4909,-122.157,1630,3148 +1232000950,20150312T000000,532000.0,3,1.0,1110,4800,1.5,0,0,3,7,1110,0,1946,0,98117,47.6857,-122.378,1510,4320 +8682261440,20150113T000000,579000.0,2,1.75,1560,4500,1.0,0,0,3,8,1560,0,2004,0,98053,47.7128,-122.032,1860,4500 +1370801440,20150325T000000,1400000.0,4,2.5,3520,7815,2.0,0,3,3,10,3140,380,1929,0,98199,47.6429,-122.412,2790,6644 +7680400050,20141022T000000,571000.0,5,1.75,2280,43560,1.0,0,1,4,8,1380,900,1949,0,98166,47.4558,-122.362,1940,17664 +6928000440,20140718T000000,301950.0,3,1.75,1370,9288,1.0,0,0,4,7,1370,0,1988,0,98059,47.4824,-122.152,1500,9864 +3797000290,20140612T000000,660000.0,3,3.0,2340,2970,2.0,0,0,5,8,2160,180,1925,0,98103,47.6868,-122.348,1370,4000 +9264030470,20140611T000000,455000.0,4,2.5,3170,10688,2.0,0,2,3,9,3170,0,2001,0,98001,47.3179,-122.257,3100,12610 +6300000396,20141216T000000,375000.0,3,1.75,1380,5060,1.0,0,0,3,7,1380,0,1986,0,98133,47.7059,-122.341,1030,5060 +1786700080,20150115T000000,470000.0,4,2.5,2700,6769,2.0,0,0,3,9,2700,0,1999,0,98042,47.3753,-122.155,2880,7968 +5116000170,20150331T000000,374990.0,3,2.5,1300,10484,2.0,0,0,3,8,1300,0,1983,0,98028,47.7768,-122.268,1380,7868 +8682282210,20150417T000000,541500.0,2,2.5,1900,3690,2.0,0,0,3,8,1900,0,2006,0,98053,47.7082,-122.019,1900,5153 +8651611640,20150424T000000,782500.0,3,2.5,3750,7821,2.0,0,0,3,9,3750,0,2001,0,98074,47.6325,-122.064,3210,8405 +8946750020,20150507T000000,264000.0,3,2.25,1552,3677,2.0,0,0,3,7,1552,0,2012,0,98092,47.3205,-122.178,1677,3677 +1939130420,20140715T000000,640000.0,4,2.5,2500,7417,2.0,0,0,3,9,2500,0,1991,0,98074,47.6251,-122.026,2770,8188 +7640400190,20150213T000000,660000.0,3,2.0,1770,8141,1.0,0,0,5,8,1770,0,1952,0,98177,47.7232,-122.371,1770,8100 +4139420430,20140611T000000,1365000.0,5,3.5,4210,17258,2.0,0,3,3,12,4210,0,1995,0,98006,47.553,-122.114,4630,17909 +1509500080,20150317T000000,389950.0,3,2.5,2170,8140,2.0,0,0,3,9,2170,0,1994,0,98030,47.385,-122.169,2390,8100 +6341000020,20150304T000000,226000.0,2,1.0,1510,19874,1.0,0,0,3,7,1510,0,1951,0,98146,47.4924,-122.34,1540,10000 +1022069071,20140808T000000,390000.0,3,1.75,1870,40250,1.0,0,0,5,7,1870,0,1959,0,98038,47.4038,-122.036,1870,40250 +8078400020,20150223T000000,485000.0,3,2.25,1570,8111,2.0,0,0,3,8,1570,0,1984,0,98074,47.6324,-122.028,1990,7875 +9113200250,20150413T000000,840000.0,4,2.5,2480,4602,2.0,0,0,3,9,2480,0,2000,0,98052,47.6835,-122.161,3480,5739 +1592300010,20140926T000000,600000.0,5,3.5,3580,21343,1.5,0,0,4,8,2140,1440,1937,0,98155,47.7646,-122.302,2430,21343 +9250900095,20140819T000000,331000.0,2,1.0,1480,6210,1.0,0,0,3,7,1080,400,1950,0,98133,47.774,-122.351,1290,7509 +8815400670,20141016T000000,780000.0,3,2.0,2610,6000,1.0,0,0,5,7,1310,1300,1941,0,98115,47.675,-122.289,2330,4800 +7212680080,20141015T000000,300000.0,3,1.75,1700,8481,2.0,0,0,3,7,1700,0,1993,0,98003,47.2623,-122.305,1830,6600 +2968801315,20140917T000000,361810.0,3,1.75,1240,7620,1.0,0,0,3,7,1240,0,1968,2014,98166,47.4576,-122.348,1150,7620 +6141100255,20140515T000000,467000.0,3,1.0,1660,6582,1.0,0,0,5,7,1000,660,1946,0,98133,47.7169,-122.353,1110,6584 +8068000440,20141226T000000,399000.0,3,1.75,1620,10000,1.5,0,0,5,6,1620,0,1918,0,98178,47.5091,-122.262,1880,10000 +7883605900,20141015T000000,315450.0,3,1.75,1130,7500,1.5,0,0,4,7,1130,0,1908,0,98108,47.5254,-122.318,1240,6000 +9521101315,20150501T000000,600000.0,3,1.0,1310,5000,1.5,0,0,3,7,1310,0,1906,0,98103,47.6624,-122.347,1530,4800 +8651442910,20150325T000000,247500.0,4,2.0,1710,5200,1.0,0,0,4,7,910,800,1977,0,98042,47.3634,-122.09,1560,5200 +8113101233,20150130T000000,330000.0,3,1.0,2140,5037,1.0,0,0,3,7,2140,0,1957,0,98118,47.5494,-122.274,1630,6054 +7016200460,20140826T000000,500000.0,4,2.25,2350,7210,1.5,0,0,4,7,2350,0,1972,0,98011,47.7407,-122.183,1930,7519 +4189800020,20140820T000000,367500.0,3,1.0,1570,10050,1.0,0,0,3,7,1570,0,1963,0,98028,47.736,-122.231,2540,9940 +5506500170,20140912T000000,560000.0,3,2.5,2780,32880,1.0,0,0,3,9,2780,0,1993,0,98045,47.4798,-121.727,2780,40091 +5135000170,20140806T000000,655000.0,4,1.75,2540,7620,1.0,0,3,3,8,1320,1220,1948,0,98116,47.5709,-122.406,2540,8613 +8155500020,20141018T000000,530000.0,5,2.75,2500,7140,1.0,0,0,4,7,1250,1250,1968,0,98008,47.6225,-122.108,2230,8400 +2597501190,20150512T000000,270000.0,3,2.25,2080,26574,1.0,0,2,3,7,1380,700,1993,0,98002,47.2846,-122.192,1770,8140 +5288200225,20141125T000000,437500.0,3,2.0,1760,2875,2.0,0,2,3,7,1290,470,1988,0,98126,47.5602,-122.378,1760,4830 +6189200050,20150203T000000,575000.0,3,1.75,1760,10349,1.0,0,0,3,8,1760,0,1957,0,98005,47.6347,-122.173,1970,10933 +6664900470,20141107T000000,278000.0,4,2.5,1940,6887,2.0,0,0,3,7,1940,0,1990,0,98023,47.2911,-122.353,1870,6144 +7954300460,20140904T000000,568500.0,4,2.5,3010,6181,2.0,0,0,3,9,3010,0,2000,0,98056,47.5212,-122.192,2960,6515 +8018600655,20150326T000000,280000.0,4,3.0,2460,9606,1.0,0,0,3,8,2460,0,2012,0,98168,47.4889,-122.317,1730,7500 +2508000020,20140819T000000,250000.0,2,1.0,750,6350,1.0,0,0,3,5,750,0,1920,0,98103,47.6938,-122.356,920,6350 +1424059130,20150318T000000,247500.0,3,0.75,1300,72309,1.0,0,0,3,6,680,620,1950,1987,98006,47.567,-122.124,3080,8395 +7856660130,20141204T000000,1250000.0,5,2.75,3710,13874,1.5,0,3,4,9,2340,1370,1977,0,98006,47.5686,-122.154,3370,13874 +5302400080,20141015T000000,535000.0,4,2.5,2360,15008,1.0,0,0,3,9,1920,440,1986,0,98028,47.7363,-122.254,2680,15344 +3026059368,20140711T000000,814842.0,3,2.5,3190,6899,2.0,0,0,3,9,3190,0,2014,0,98034,47.7153,-122.221,3190,6899 +3275910020,20150213T000000,340000.0,4,2.5,2181,5521,2.0,0,0,3,8,2181,0,2006,0,98001,47.3503,-122.291,2333,5143 +2229900020,20140610T000000,359950.0,3,1.75,1890,9100,2.0,0,0,4,7,1890,0,1952,0,98133,47.7676,-122.339,1640,9100 +7748000020,20140621T000000,750000.0,3,1.75,2610,5544,1.5,0,0,3,8,1680,930,1934,0,98117,47.684,-122.376,1330,5074 +7457000005,20140926T000000,1220000.0,4,2.0,3090,8125,2.5,0,0,5,8,3090,0,1918,0,98117,47.6851,-122.395,1560,6250 +9268200285,20140703T000000,370000.0,2,1.0,860,5040,1.0,0,0,3,7,860,0,1956,0,98117,47.6977,-122.365,1570,5040 +1328330780,20150415T000000,329950.0,3,1.0,1000,9170,1.0,0,0,3,7,1000,0,1980,0,98058,47.4405,-122.134,1610,9170 +7806450190,20150102T000000,500000.0,3,2.5,2760,35171,2.0,0,0,3,9,2760,0,1990,0,98058,47.465,-122.123,2720,35171 +626400020,20140918T000000,734000.0,4,2.5,3490,18521,2.0,0,0,4,9,3490,0,1990,0,98077,47.7406,-122.07,2850,18521 +5416510920,20140616T000000,385000.0,4,2.5,2960,5054,2.0,0,0,3,9,2960,0,2006,0,98038,47.3601,-122.035,2960,5000 +3330500345,20150420T000000,230000.0,2,1.0,1280,4635,1.0,0,0,3,6,840,440,1917,0,98118,47.5532,-122.28,1660,6180 +3885801190,20140730T000000,1385000.0,4,3.5,3230,7200,1.0,0,1,3,10,1640,1590,2000,0,98033,47.6838,-122.212,2660,7200 +1035000007,20141218T000000,210000.0,3,2.0,1830,4992,1.0,0,0,3,7,1230,600,1953,0,98118,47.5145,-122.27,2050,7740 +1471701470,20140731T000000,293000.0,3,1.75,1420,13187,1.0,0,0,4,7,1420,0,1974,0,98059,47.4608,-122.065,1620,13824 +7519000225,20141030T000000,465000.0,3,1.0,1580,3774,1.5,0,0,3,6,1580,0,1900,0,98117,47.6839,-122.361,1580,3860 +1433290010,20150112T000000,449000.0,3,2.25,1960,44634,1.0,0,0,3,7,1130,830,1984,0,98028,47.7769,-122.253,1970,44634 +1223049150,20150414T000000,325000.0,2,1.75,1670,10725,1.0,0,0,3,7,1670,0,1965,0,98178,47.4893,-122.229,1600,10725 +5198600010,20140819T000000,180000.0,3,2.0,1670,7056,1.0,0,0,4,7,1670,0,1958,0,98002,47.3139,-122.212,1330,8415 +4310703070,20150413T000000,650000.0,6,3.0,2960,5000,1.0,0,0,3,8,1790,1170,1968,0,98103,47.6971,-122.341,1280,1251 +6154900005,20140924T000000,665000.0,4,2.75,2420,7102,1.0,0,0,5,7,1670,750,1946,0,98177,47.7042,-122.371,1620,7102 +3541700170,20141017T000000,324450.0,3,2.0,1420,16000,1.0,0,0,3,7,1420,0,1966,0,98166,47.478,-122.358,1900,12630 +952001495,20150306T000000,588000.0,4,1.75,2170,5750,1.0,0,2,3,7,1370,800,1975,0,98116,47.5668,-122.383,1450,5750 +8122600020,20140521T000000,200000.0,4,1.0,1310,5200,1.5,0,0,3,6,1160,150,1945,0,98126,47.5384,-122.37,1090,5180 +3579700080,20140905T000000,383000.0,4,1.75,1830,11090,1.0,0,0,3,7,1060,770,1962,0,98028,47.7333,-122.246,1990,10917 +2769602140,20141215T000000,499950.0,3,2.0,1360,2500,1.0,0,0,3,7,730,630,1986,0,98107,47.6753,-122.363,1630,5000 +5152920170,20150421T000000,549000.0,5,2.5,3440,12350,1.0,0,2,4,9,1760,1680,1976,0,98003,47.3427,-122.325,3440,12763 +3226049530,20150122T000000,465000.0,5,3.0,2010,7264,1.0,0,0,3,7,1290,720,1990,0,98103,47.6945,-122.33,1510,7326 +4017050020,20140814T000000,450000.0,3,2.5,2450,19744,2.0,0,0,3,10,2450,0,1990,0,98038,47.3746,-122.026,2650,19597 +3982700250,20150423T000000,799900.0,4,2.5,3030,7800,2.0,0,0,3,9,1580,1450,1991,0,98033,47.689,-122.196,2840,7435 +2523069134,20150406T000000,495000.0,4,2.5,2480,91911,1.0,0,2,4,7,1470,1010,1973,0,98027,47.4579,-121.981,2540,91911 +7281300010,20140822T000000,1200000.0,3,3.5,4310,10842,2.0,0,2,3,10,3140,1170,1988,0,98177,47.7735,-122.386,2280,11106 +3396800280,20150223T000000,637000.0,4,2.5,2120,15000,2.0,0,0,4,8,2120,0,1983,0,98052,47.7159,-122.1,2170,15000 +7234600851,20141216T000000,589000.0,4,1.0,2210,4366,2.0,0,0,3,8,2210,0,1901,0,98122,47.6105,-122.309,1740,1745 +7418000020,20140724T000000,305000.0,3,1.75,1400,10350,1.0,0,0,4,7,1400,0,1976,0,98059,47.479,-122.132,1780,10457 +7548300170,20150331T000000,600000.0,4,2.25,2760,5200,2.0,0,0,3,7,1790,970,1910,2003,98144,47.589,-122.313,1310,2059 +1446300020,20140531T000000,587000.0,4,2.5,2550,6256,2.0,0,0,3,9,2550,0,1992,0,98072,47.7742,-122.166,2460,8256 +4385700425,20140505T000000,1425000.0,2,2.5,2220,4000,2.0,0,0,3,9,2220,0,2000,0,98112,47.6364,-122.28,1870,4000 +16000545,20150312T000000,250000.0,4,1.0,1320,11212,1.0,0,0,5,6,1320,0,1914,0,98002,47.3098,-122.209,1060,6766 +7996720050,20150424T000000,515000.0,3,3.0,2440,3202,2.0,0,0,4,8,1640,800,1982,0,98133,47.7152,-122.342,2440,3200 +8691310840,20140509T000000,833000.0,4,2.75,3780,10308,2.0,0,0,3,10,3780,0,1999,0,98075,47.589,-121.983,3500,10740 +4309700130,20140604T000000,860000.0,3,3.25,4720,32467,2.0,0,2,3,10,3190,1530,1998,0,98059,47.508,-122.113,3260,26386 +5100401060,20140908T000000,550000.0,4,3.0,2360,6678,1.0,0,0,3,8,1760,600,1949,0,98115,47.6919,-122.313,1640,6380 +1180002580,20150319T000000,180000.0,2,1.0,890,6000,1.0,0,0,2,6,890,0,1919,0,98178,47.4976,-122.225,1100,6000 +3379100130,20140618T000000,507000.0,4,1.75,1770,9375,1.0,0,0,4,7,1170,600,1968,0,98052,47.6935,-122.112,1540,9375 +8645900080,20140827T000000,427000.0,3,2.0,1720,128066,1.0,0,0,3,7,1720,0,1994,0,98027,47.4487,-121.981,2360,111078 +7569500010,20141120T000000,616950.0,3,3.5,2490,2722,2.0,0,0,3,8,2020,470,1999,0,98005,47.5893,-122.165,2490,2755 +8026200080,20140715T000000,372000.0,4,1.75,1890,10550,1.0,0,0,5,7,1010,880,1969,0,98056,47.5147,-122.193,1930,7291 +5101404555,20141006T000000,290000.0,2,1.0,1020,6380,1.0,0,0,3,7,1020,0,1930,1973,98115,47.6971,-122.317,1380,6380 +9432900250,20150309T000000,329990.0,4,2.75,2420,8438,2.0,0,0,3,8,2420,0,1997,0,98022,47.2089,-122.011,2270,8770 +3995700250,20141013T000000,393500.0,3,1.75,1600,8156,1.0,0,0,5,7,1600,0,1948,0,98155,47.7397,-122.3,1200,8156 +2574900080,20140513T000000,1550000.0,5,3.25,3370,17458,1.0,0,2,5,10,2000,1370,1982,0,98040,47.5591,-122.229,4240,15202 +8731982630,20140522T000000,240000.0,4,2.25,1720,8300,1.0,0,0,4,8,1720,0,1973,0,98023,47.3192,-122.385,2010,8000 +2968800660,20140513T000000,285000.0,3,1.0,1090,8640,1.0,0,0,4,6,1090,0,1973,0,98166,47.459,-122.355,1260,8400 +2872900010,20150414T000000,382500.0,3,1.5,1090,9862,1.0,0,0,3,8,1090,0,1987,0,98074,47.6256,-122.036,1710,9862 +1118000080,20150331T000000,1925000.0,4,3.75,3600,16101,1.0,0,0,3,9,3600,0,1951,0,98112,47.6308,-122.287,3650,9506 +8923600185,20140829T000000,800000.0,3,2.5,2760,9471,1.0,0,2,3,8,1760,1000,1956,0,98115,47.676,-122.272,3040,6765 +1725059252,20150402T000000,550000.0,4,3.5,2770,24140,2.0,0,0,3,8,2770,0,1967,0,98033,47.6585,-122.186,1720,16011 +3818700190,20141215T000000,387846.0,4,1.75,2520,15205,1.0,0,0,4,7,2040,480,1954,0,98028,47.7642,-122.264,1680,10000 +5125400305,20140821T000000,367500.0,4,2.0,1960,16015,1.0,0,0,3,7,1960,0,1980,0,98002,47.33,-122.22,1960,16015 +4232400010,20140804T000000,780500.0,5,1.0,1760,4264,2.0,0,0,3,8,1760,0,1902,0,98112,47.6246,-122.312,2130,4264 +5100402606,20150505T000000,680000.0,3,1.75,1090,6775,1.0,0,0,4,7,850,240,1950,0,98115,47.6934,-122.321,1580,5760 +3876300080,20141224T000000,434400.0,5,1.75,1960,7875,1.0,0,0,4,7,1960,0,1968,0,98034,47.7256,-122.18,1800,7764 +1246700050,20140612T000000,370000.0,2,1.0,1220,17172,1.0,0,0,4,6,1220,0,1947,0,98033,47.6934,-122.163,1510,12915 +1837010010,20150313T000000,465000.0,3,1.75,1730,8073,1.0,0,0,3,8,1350,380,1971,0,98177,47.7694,-122.367,2500,8073 +1328320280,20150327T000000,323000.0,3,2.0,1830,6925,1.0,0,0,4,8,1830,0,1979,0,98058,47.4445,-122.123,2010,7350 +5468760050,20150105T000000,270000.0,4,2.5,1600,9921,2.0,0,0,3,7,1600,0,2009,0,98042,47.3678,-122.124,2140,5806 +5556300114,20141219T000000,1320000.0,3,1.75,2040,42693,1.0,0,2,3,10,2040,0,1980,0,98052,47.6479,-122.12,2640,11957 +2316800020,20140627T000000,560000.0,4,2.5,2710,6583,2.0,0,0,3,9,2710,0,2003,0,98059,47.4922,-122.141,2710,6583 +7133300675,20150428T000000,450000.0,3,1.0,1140,4500,1.0,0,0,3,6,840,300,1907,0,98144,47.5897,-122.314,1150,3000 +751000020,20140626T000000,290000.0,2,1.0,930,7740,1.0,0,0,3,6,930,0,1924,0,98125,47.7091,-122.292,1250,7740 +3578400670,20140924T000000,354000.0,3,2.0,1010,21340,1.0,0,0,3,8,1010,0,1980,0,98074,47.6223,-122.043,1700,13045 +2767603890,20150304T000000,705000.0,5,3.0,2380,5000,2.0,0,0,5,7,2380,0,1909,0,98107,47.6722,-122.389,1800,4650 +9477000190,20140808T000000,445000.0,3,2.25,1860,7200,1.0,0,0,4,7,1240,620,1977,0,98034,47.7332,-122.192,1560,7630 +2268000500,20140721T000000,229900.0,3,1.0,1440,11925,1.0,0,0,3,7,1440,0,1968,0,98003,47.2738,-122.3,1440,10425 +7202271060,20150310T000000,610000.0,4,2.5,2980,5896,2.0,0,0,3,8,2980,0,2001,0,98053,47.6872,-122.036,2900,5712 +7852020080,20141210T000000,535000.0,3,3.25,2670,5108,2.0,0,2,3,9,2670,0,2000,0,98065,47.5342,-121.866,2670,6500 +3298400470,20150204T000000,437400.0,3,1.75,2150,8925,1.0,0,0,4,7,2150,0,1960,0,98008,47.6253,-122.119,1100,7875 +8854000010,20140812T000000,540000.0,5,2.75,3160,10059,2.0,0,0,3,10,1740,1420,1978,0,98011,47.7477,-122.217,3120,11557 +1624059093,20140630T000000,570000.0,3,2.0,1890,29185,1.0,0,0,3,7,1470,420,1949,2013,98006,47.5621,-122.168,2580,11600 +8564950280,20141009T000000,533000.0,3,2.5,2810,4607,2.0,0,0,3,8,2810,0,2004,0,98011,47.7735,-122.227,2540,4871 +7853230460,20150403T000000,555000.0,3,2.5,2690,4819,2.0,0,0,3,7,2690,0,2004,0,98065,47.5302,-121.849,2360,4829 +1796350080,20140623T000000,239950.0,3,1.75,1230,9600,1.0,0,0,4,7,1230,0,1984,0,98042,47.3675,-122.095,1330,8250 +9477200460,20150108T000000,350000.0,3,1.0,950,9451,1.0,0,0,4,7,950,0,1977,0,98034,47.7308,-122.19,1480,8352 +7972601995,20140616T000000,245000.0,2,1.0,1200,4880,1.0,0,0,3,6,980,220,1943,0,98106,47.5276,-122.346,1040,4880 +1454100440,20140605T000000,456000.0,4,1.75,1670,9886,1.0,0,0,5,7,1670,0,1947,0,98125,47.7249,-122.287,2590,9997 +2558690130,20140813T000000,465000.0,4,2.25,2140,7701,1.0,0,0,4,7,1470,670,1977,0,98034,47.7213,-122.171,2130,8050 +8682310470,20150107T000000,445000.0,2,1.75,1440,4660,1.0,0,2,3,8,1440,0,2008,0,98053,47.7092,-122.015,1680,4989 +3876000440,20140728T000000,517850.0,5,2.75,3050,7500,1.0,0,0,4,8,1800,1250,1966,0,98034,47.7249,-122.187,2060,7848 +4137070440,20140930T000000,329000.0,5,2.75,2570,7260,2.0,0,0,3,8,2570,0,1996,0,98092,47.2622,-122.212,2200,7421 +2391602500,20140515T000000,512500.0,3,2.5,1840,2875,2.0,0,0,4,7,1840,0,1997,0,98116,47.562,-122.393,1240,5750 +8632100010,20140604T000000,365000.0,2,1.0,1250,8100,1.0,0,0,4,7,1250,0,1947,0,98125,47.7294,-122.329,1710,8100 +3034200426,20150320T000000,450500.0,3,1.0,1410,9384,1.0,0,0,3,7,1410,0,1948,0,98133,47.7161,-122.33,1990,9384 +5078400190,20141016T000000,915000.0,3,1.0,1560,8232,1.0,0,0,3,7,1560,0,1952,0,98004,47.623,-122.205,1930,8286 +1450100420,20140620T000000,205000.0,3,1.0,960,7314,1.0,0,0,5,6,960,0,1960,0,98002,47.2891,-122.221,990,7314 +1853500290,20140811T000000,314000.0,4,2.5,1870,8449,2.0,0,0,3,8,1870,0,1992,0,98188,47.4435,-122.274,2160,8113 +8133700020,20140702T000000,496000.0,2,1.0,900,9260,1.0,0,0,3,7,900,0,1946,0,98107,47.6695,-122.36,1230,6913 +723059073,20150416T000000,329950.0,4,1.0,2050,7590,1.0,0,0,3,7,1280,770,1957,0,98178,47.4916,-122.224,2050,7800 +2374200005,20140616T000000,375000.0,4,2.0,2400,6000,2.0,0,0,3,6,2400,0,1913,1945,98011,47.7607,-122.209,1780,8732 +7420200050,20140620T000000,623000.0,3,2.5,1850,7777,2.0,0,0,5,8,1850,0,1989,0,98033,47.6908,-122.169,1850,8482 +7211350130,20140619T000000,310000.0,4,1.5,1220,9600,1.0,0,0,3,6,1220,0,1980,0,98014,47.6462,-121.909,1180,9000 +7802900500,20150304T000000,532500.0,3,3.25,3140,37120,1.0,0,0,3,9,1760,1380,1984,0,98065,47.5244,-121.842,2100,13500 +8081900101,20140528T000000,960000.0,4,2.25,2410,4560,2.0,0,2,5,9,1800,610,1929,0,98117,47.6796,-122.402,2150,5100 +9510300130,20140628T000000,598000.0,4,2.5,3130,40918,2.0,0,0,3,9,3130,0,1994,0,98045,47.4761,-121.723,2760,35440 +8582010290,20140814T000000,683000.0,3,2.5,2300,9218,2.0,0,2,3,9,2300,0,1998,0,98027,47.5504,-122.077,2730,9930 +4023500352,20150217T000000,425000.0,5,2.5,2840,9425,1.0,0,0,4,7,1590,1250,1962,0,98155,47.7609,-122.297,1900,11600 +9482700440,20140506T000000,533000.0,5,2.75,1800,3780,1.5,0,0,3,7,1400,400,1926,0,98103,47.6831,-122.343,1400,3780 +6117502455,20140513T000000,375000.0,3,1.0,1190,9486,1.0,0,0,4,7,1190,0,1953,0,98166,47.4319,-122.339,2100,10400 +2791500020,20140604T000000,250500.0,3,2.0,1710,7225,2.0,0,0,4,7,1710,0,1988,0,98023,47.2917,-122.373,1710,7225 +5643600351,20140806T000000,257000.0,4,1.75,1900,22896,1.5,0,0,3,7,1360,540,1922,1990,98010,47.3102,-122.023,1300,8960 +4059400585,20140624T000000,218000.0,3,1.0,880,18205,1.0,0,0,4,6,880,0,1945,0,98178,47.5013,-122.244,1110,16115 +9285800585,20140611T000000,460000.0,3,2.0,2060,4437,1.0,0,0,3,7,1030,1030,1929,0,98126,47.5705,-122.376,1750,4452 +5727500561,20150414T000000,255544.0,3,1.0,1360,6186,1.5,0,0,4,6,760,600,1941,0,98133,47.7503,-122.334,1610,7453 +8682310430,20140914T000000,560000.0,2,2.0,1680,4647,1.0,0,0,3,8,1680,0,2008,0,98053,47.7088,-122.015,1680,4950 +3782760170,20150211T000000,480000.0,4,2.5,2980,4074,2.0,0,0,3,8,2980,0,2011,0,98019,47.734,-121.965,2320,4255 +1925059073,20141010T000000,1300000.0,5,1.75,2130,19180,1.0,0,0,3,8,1500,630,1968,0,98004,47.638,-122.213,3650,19180 +6891800500,20150426T000000,580000.0,3,2.75,2650,9752,1.0,0,0,3,9,2650,0,1989,0,98028,47.768,-122.259,3030,9910 +4319200605,20140628T000000,475000.0,3,2.5,1700,9100,1.0,0,0,3,8,1160,540,1998,0,98126,47.5369,-122.378,1590,8374 +6117500460,20140630T000000,1309500.0,4,2.5,2680,12215,1.0,1,4,3,9,1590,1090,1956,0,98166,47.4396,-122.353,2960,19964 +522079022,20150327T000000,700000.0,3,2.5,2530,623779,1.0,0,0,4,8,2530,0,1980,0,98038,47.4188,-121.949,2120,100623 +3066410080,20140917T000000,590000.0,3,2.5,2520,10223,2.0,0,0,3,10,2520,0,1988,0,98074,47.631,-122.042,2630,10091 +4137000280,20150222T000000,264500.0,3,2.5,1630,8346,1.0,0,0,3,8,1630,0,1990,0,98092,47.2622,-122.219,2110,8619 +2767600920,20141027T000000,465000.0,2,1.0,730,2600,1.0,0,0,4,6,730,0,1918,0,98107,47.6751,-122.379,1480,3900 +7972601680,20150323T000000,290000.0,3,1.0,910,7620,1.0,0,2,3,7,910,0,1971,0,98106,47.5278,-122.343,1660,7620 +1725059136,20141121T000000,1815000.0,4,4.5,4510,12873,2.0,0,2,3,12,4510,0,1998,0,98033,47.6491,-122.201,2200,8528 +4037000080,20140615T000000,416000.0,3,1.0,1110,12150,1.0,0,0,4,7,1110,0,1957,0,98008,47.6034,-122.122,1490,8200 +3580900290,20150128T000000,360000.0,4,2.0,1450,8940,1.0,0,0,3,7,1450,0,1962,0,98034,47.7304,-122.24,1310,8914 +7527410080,20140602T000000,585083.0,5,2.75,2910,36250,1.0,0,0,3,8,1590,1320,1977,0,98075,47.5916,-122.076,2910,37376 +2653000005,20140512T000000,840000.0,4,2.75,2600,2750,1.5,0,0,3,7,1620,980,1936,0,98119,47.6413,-122.357,1960,3705 +3028200080,20150324T000000,81000.0,2,1.0,730,9975,1.0,0,0,1,5,730,0,1943,0,98168,47.4808,-122.315,860,9000 +4218400005,20150130T000000,1285000.0,3,2.25,2440,9200,1.0,0,1,4,8,2440,0,1950,0,98105,47.6629,-122.269,2750,6211 +4058802335,20141125T000000,326000.0,4,1.75,2290,7380,1.0,0,0,3,7,1390,900,1963,0,98178,47.5034,-122.245,1170,7381 +2487200680,20150224T000000,447000.0,2,1.0,720,7500,1.0,0,2,3,6,720,0,1925,0,98136,47.5185,-122.392,1390,5000 +1950900005,20141003T000000,185000.0,3,1.0,940,7125,1.5,0,0,4,7,940,0,1958,0,98032,47.3756,-122.297,1170,7125 +6647400250,20140723T000000,439950.0,3,2.5,1540,7773,2.0,0,0,4,8,1540,0,1982,0,98034,47.722,-122.194,1630,7340 +9407000920,20141001T000000,234000.0,3,1.5,1140,10300,1.5,0,0,4,6,1140,0,1967,0,98045,47.4452,-121.77,1250,9975 +8617000020,20141231T000000,485000.0,4,2.5,2100,8886,2.0,0,0,4,7,2100,0,1964,0,98007,47.5947,-122.134,1840,9058 +1193000190,20140715T000000,750000.0,4,1.75,2670,6250,2.0,0,0,4,8,2020,650,1941,0,98199,47.6499,-122.391,1820,6250 +7443000480,20150507T000000,865000.0,4,2.0,2750,5527,2.0,0,0,3,8,2130,620,1901,1987,98119,47.6513,-122.368,1290,1764 +2557000380,20140618T000000,287500.0,4,2.5,2570,9000,1.0,0,0,4,8,1590,980,1979,0,98023,47.2986,-122.372,2120,8571 +4450700010,20140708T000000,375000.0,3,1.75,1660,9673,1.0,0,0,3,7,1130,530,1976,0,98072,47.7628,-122.162,1260,9681 +1236300307,20140905T000000,565000.0,3,2.25,1700,8800,1.0,0,0,5,7,850,850,1969,0,98033,47.6863,-122.189,2180,8960 +3422059249,20150219T000000,260000.0,4,3.0,1530,8306,2.0,0,0,3,7,1530,0,2010,0,98042,47.3528,-122.146,1930,6925 +9476200290,20141017T000000,190000.0,3,1.0,1260,10900,1.0,0,0,4,6,1260,0,1943,0,98056,47.491,-122.188,1090,8137 +3812400898,20140909T000000,399950.0,5,2.0,2760,6420,1.0,0,0,5,7,1380,1380,1964,0,98118,47.5396,-122.276,1400,7112 +5422420470,20150326T000000,275000.0,3,2.5,1830,7062,2.0,0,0,3,7,1830,0,1990,0,98023,47.2895,-122.352,1820,6434 +2492200280,20141202T000000,528000.0,3,2.75,2160,4086,1.0,0,0,3,7,1380,780,1987,0,98126,47.5352,-122.38,1300,4080 +4331000130,20141017T000000,315000.0,3,2.0,1770,9685,1.0,0,0,3,5,1770,0,1948,0,98166,47.4753,-122.342,1520,11122 +6073500190,20140821T000000,614306.0,2,2.25,2210,5500,1.0,0,0,4,8,1410,800,1968,0,98117,47.697,-122.39,2140,6600 +9522300010,20150331T000000,1490000.0,3,3.5,4560,14608,2.0,0,2,3,12,4560,0,1990,0,98034,47.6995,-122.228,4050,14226 +3629910470,20140729T000000,590000.0,3,2.5,2110,3870,2.0,0,0,3,9,2110,0,2004,0,98029,47.5513,-121.994,2300,3870 +1250200285,20150317T000000,261500.0,3,1.0,1130,3600,1.0,0,0,3,6,1130,0,1908,0,98144,47.5978,-122.299,1710,2231 +1509700050,20140523T000000,300000.0,4,2.5,1960,9898,2.0,0,0,3,8,1960,0,2001,0,98030,47.3834,-122.168,2130,7662 +2045800006,20140904T000000,439000.0,3,2.25,2230,4551,1.5,0,2,5,8,1450,780,1928,0,98178,47.5078,-122.236,2060,7200 +2171400199,20140904T000000,277554.0,5,2.25,2350,13000,1.0,0,0,3,7,2350,0,1961,0,98178,47.4939,-122.256,1570,11440 +2123049502,20140623T000000,215000.0,3,2.0,1340,8505,1.0,0,0,3,6,1340,0,1931,0,98168,47.4727,-122.297,1370,9000 +284000095,20140922T000000,1200000.0,2,2.25,2160,17861,2.0,1,4,4,9,2160,0,1956,0,98146,47.502,-122.385,2660,18530 +5652600427,20150224T000000,420000.0,4,2.0,1700,6375,1.0,0,0,4,7,850,850,1950,0,98115,47.6973,-122.295,1470,8360 +7202330470,20150408T000000,485000.0,3,2.5,1650,3436,2.0,0,0,3,7,1650,0,2003,0,98053,47.6819,-122.036,1680,3446 +6131600255,20141222T000000,202500.0,3,2.0,1540,8316,1.0,0,0,5,6,1540,0,1954,0,98002,47.323,-122.216,1250,8316 +7853301660,20150223T000000,710000.0,5,3.25,3920,8572,2.0,0,0,3,9,3920,0,2007,0,98065,47.5427,-121.887,3335,7258 +9211010440,20150430T000000,535000.0,4,2.5,3250,6933,2.0,0,0,3,8,3250,0,2009,0,98059,47.4956,-122.151,3030,5308 +1423900080,20141218T000000,260000.0,4,1.75,1360,7700,1.0,0,0,4,7,1360,0,1966,0,98058,47.4558,-122.177,1321,7756 +2215901190,20140528T000000,254000.0,3,2.0,1480,7480,1.0,0,0,4,7,1480,0,1992,0,98038,47.3542,-122.055,1680,7146 +251100020,20140521T000000,600000.0,4,2.5,2360,5226,2.0,0,0,3,8,2360,0,2001,0,98034,47.712,-122.229,2440,5156 +3395041206,20140925T000000,285000.0,3,2.5,1800,2516,2.0,0,0,3,7,1800,0,2001,0,98108,47.5401,-122.293,1800,2562 +224069169,20141023T000000,800000.0,4,3.75,2540,20662,2.0,0,0,3,10,2540,0,1998,0,98075,47.5882,-122.01,2490,37731 +3365901435,20140623T000000,165000.0,3,1.0,1200,13100,1.0,0,0,3,6,1200,0,1943,0,98168,47.475,-122.258,1960,11285 +7689600630,20141106T000000,216500.0,2,1.0,710,6960,1.0,0,0,4,6,710,0,1943,0,98178,47.4886,-122.246,940,7680 +3158500290,20140919T000000,387990.0,4,2.5,2640,5595,2.0,0,0,3,8,2640,0,2011,0,98038,47.3551,-122.054,1840,5011 +7189800095,20141104T000000,500000.0,4,2.5,3010,5040,2.0,0,0,3,8,3010,0,2006,0,98133,47.709,-122.35,1090,5040 +7202270440,20141023T000000,650000.0,4,2.5,2770,5612,2.0,0,0,3,7,2770,0,2001,0,98053,47.686,-122.036,2770,5177 +3501600114,20140619T000000,646000.0,4,2.5,2310,4079,2.0,0,0,3,8,2310,0,2008,0,98117,47.6937,-122.361,1220,4800 +8097000250,20150130T000000,323400.0,4,3.0,2060,9138,1.0,0,0,3,8,1430,630,1992,0,98092,47.321,-122.185,2250,7820 +9542830430,20140806T000000,300000.0,3,2.5,1880,4200,2.0,0,0,3,7,1880,0,2007,0,98038,47.366,-122.017,2090,4200 +6012500170,20141007T000000,712500.0,5,2.0,2280,5400,1.5,0,0,4,7,1340,940,1947,0,98105,47.6674,-122.279,1770,5000 +7217400895,20140609T000000,550000.0,3,1.75,1380,3402,1.5,0,0,3,7,1380,0,1900,2000,98122,47.6109,-122.302,1500,5496 +2651100050,20150217T000000,400000.0,3,1.0,1180,7537,1.0,0,0,3,7,1180,0,1969,0,98034,47.7233,-122.221,1220,7425 +2212200050,20141028T000000,255000.0,4,1.75,1650,7200,1.0,0,0,3,7,1100,550,1977,0,98031,47.3944,-122.187,1620,7374 +7922900460,20141205T000000,660000.0,3,1.75,2030,9032,2.0,0,2,4,7,2030,0,1963,0,98008,47.586,-122.117,2350,8937 +8925100440,20150323T000000,925000.0,4,2.25,2110,6375,1.0,0,2,4,8,1600,510,1941,0,98115,47.6819,-122.272,2760,6375 +259800680,20140805T000000,534000.0,4,2.25,2130,7210,1.0,0,0,5,7,1330,800,1965,0,98008,47.629,-122.117,1310,7896 +271200130,20141119T000000,215000.0,3,1.0,1690,7700,1.0,0,0,4,7,1690,0,1969,0,98003,47.3444,-122.304,1590,7700 +3760500280,20141014T000000,1950000.0,3,2.5,2510,12779,1.5,0,4,3,10,2510,0,1968,0,98034,47.6982,-122.231,2810,12225 +5315100277,20140513T000000,1400000.0,5,4.25,3530,7924,2.0,0,0,3,10,3530,0,2001,0,98040,47.5894,-122.243,1750,9226 +9265410010,20150203T000000,212000.0,3,1.75,1470,8350,1.0,0,0,3,7,1470,0,1990,0,98001,47.2587,-122.253,1590,8182 +8731800840,20140619T000000,265000.0,3,1.75,1840,7300,1.0,0,0,3,8,1840,0,1966,0,98023,47.3122,-122.369,1920,8010 +7579200715,20141205T000000,400000.0,3,1.75,1860,5750,1.5,0,0,5,6,1300,560,1918,0,98116,47.5586,-122.383,1550,5750 +9485300010,20150213T000000,311500.0,4,2.5,1940,10133,2.0,0,0,3,8,1940,0,1992,0,98031,47.3877,-122.171,1940,7265 +1652500010,20150326T000000,2328000.0,4,3.5,4420,20759,2.0,0,0,3,11,4420,0,2003,0,98004,47.6354,-122.221,3020,20666 +4059400190,20141017T000000,225000.0,2,1.0,800,6050,1.0,0,0,4,6,800,0,1944,0,98178,47.5001,-122.242,880,6050 +8965510190,20140610T000000,1250000.0,4,2.5,3700,21755,1.0,0,4,3,11,2620,1080,1988,0,98006,47.5662,-122.108,3480,13786 +7100000250,20150211T000000,380000.0,3,1.0,1400,8710,1.0,0,0,4,7,1400,0,1948,0,98146,47.5066,-122.377,1460,8710 +2541100010,20140708T000000,600000.0,4,2.5,2250,11370,2.0,0,0,3,8,2250,0,1991,0,98034,47.7115,-122.239,2190,9611 +7732410130,20140521T000000,600000.0,3,2.25,2230,9053,2.0,0,0,4,9,2230,0,1987,0,98007,47.6594,-122.144,2390,8038 +7889600285,20141218T000000,315000.0,3,2.5,1950,3000,2.0,0,0,3,7,1950,0,2001,0,98146,47.4938,-122.337,1620,6000 +1556200005,20140603T000000,847000.0,5,1.0,2550,4623,2.5,0,0,4,9,2550,0,1905,0,98122,47.6092,-122.294,1570,3875 +8691310980,20150409T000000,730000.0,4,2.5,2750,10351,2.0,0,0,3,10,2750,0,1998,0,98075,47.5894,-121.98,3370,10351 +1561600095,20140514T000000,1058000.0,4,2.0,2290,11137,1.0,0,0,4,8,2290,0,1955,0,98004,47.5887,-122.201,2300,10463 +3025300250,20150513T000000,1620000.0,4,2.25,2350,17709,2.0,0,0,4,9,2350,0,1977,0,98039,47.6232,-122.236,3360,19855 +5297200089,20150415T000000,664000.0,2,1.75,1720,5785,1.0,0,0,3,6,860,860,1948,2002,98118,47.5554,-122.274,1680,5184 +3303860630,20150427T000000,454450.0,4,3.0,2810,6000,2.0,0,0,3,9,2810,0,2007,0,98038,47.3689,-122.057,2790,6000 +6430500086,20150116T000000,341000.0,3,1.0,940,4200,1.0,0,0,3,7,940,0,1955,0,98103,47.6878,-122.35,1380,4080 +4025300285,20141029T000000,276693.0,4,1.0,1190,8875,1.5,0,0,4,7,1190,0,1946,0,98155,47.7487,-122.303,1190,8875 +923049400,20141119T000000,185000.0,2,1.0,1390,11340,1.0,0,0,4,7,1390,0,1969,0,98168,47.4969,-122.3,1200,10224 +5466300130,20140917T000000,160000.0,2,2.5,1660,2258,2.0,0,0,3,7,1660,0,1981,0,98042,47.3793,-122.146,1740,2390 +4136900250,20140602T000000,270000.0,4,2.5,1920,8497,2.0,0,0,3,8,1920,0,1998,0,98092,47.2608,-122.209,1940,8436 +7635800313,20140718T000000,300000.0,4,1.5,1460,8760,1.0,0,0,3,7,1460,0,1958,0,98166,47.4698,-122.36,1610,9375 +2938100005,20140829T000000,264950.0,3,1.5,1370,10115,1.0,0,0,4,7,1370,0,1957,0,98022,47.2027,-122.0,1450,9282 +796000235,20150401T000000,209950.0,2,1.0,1050,6250,1.0,0,0,4,6,840,210,1943,0,98168,47.5024,-122.333,1310,12500 +8682280170,20150330T000000,850000.0,3,2.5,3360,8708,2.0,0,0,3,9,3360,0,2006,0,98053,47.7037,-122.016,1810,4764 +7504110780,20140516T000000,645000.0,4,2.5,3160,11380,2.0,0,0,3,9,3160,0,1983,0,98074,47.6318,-122.039,2970,10385 +1445500010,20150113T000000,855000.0,4,2.25,2480,36974,2.0,0,0,4,9,2480,0,1973,0,98005,47.6441,-122.154,3160,35070 +7574910420,20141201T000000,632500.0,4,1.5,2720,37258,2.0,0,0,3,10,2720,0,1994,0,98077,47.7402,-122.035,3270,39714 +2115720130,20140821T000000,289950.0,3,2.5,2070,5013,2.0,0,0,3,8,2070,0,1987,0,98023,47.3202,-122.395,1670,5013 +3586500630,20140924T000000,850000.0,2,1.75,2170,25732,1.0,0,2,4,8,2170,0,1952,0,98177,47.7542,-122.372,3020,23135 +9475960050,20140620T000000,565000.0,4,2.75,3260,4900,2.0,0,0,3,9,3260,0,2013,0,98059,47.4812,-122.123,3260,6132 +7527000020,20150425T000000,792000.0,3,2.5,2250,19270,2.0,0,0,3,8,2250,0,1999,0,98074,47.6569,-122.088,2940,19541 +3668000500,20141222T000000,260000.0,3,2.25,1950,9600,1.0,0,0,4,7,1200,750,1987,0,98092,47.2762,-122.148,1760,8850 +1549500585,20150427T000000,585000.0,3,2.0,2220,209523,1.0,0,0,3,7,2220,0,1991,0,98019,47.7586,-121.911,1600,210830 +8898700680,20140730T000000,295500.0,3,1.75,1330,10523,1.0,0,0,3,7,1000,330,1981,0,98055,47.4605,-122.206,1320,8775 +6163901061,20141211T000000,329000.0,4,2.0,1190,7877,1.5,0,0,5,7,1190,0,1946,0,98155,47.7538,-122.322,1480,9975 +7855600080,20150330T000000,750000.0,3,1.75,2770,15232,1.0,0,0,3,8,1570,1200,1976,0,98006,47.5706,-122.16,2340,11400 +4024100807,20150225T000000,495000.0,4,2.5,2310,7555,2.0,0,0,3,9,2310,0,1997,0,98155,47.7544,-122.303,1980,8416 +5037300130,20150504T000000,672500.0,3,1.75,1580,5750,1.0,0,2,4,8,1330,250,1947,0,98199,47.6339,-122.392,2480,5750 +3528900086,20140508T000000,1307000.0,5,3.25,2800,3200,1.5,0,0,5,10,1910,890,1932,2002,98109,47.6421,-122.35,2450,3500 +1552520010,20140801T000000,405000.0,3,2.5,1500,9636,2.0,0,0,3,7,1500,0,1994,0,98011,47.75,-122.176,1700,9656 +5113400168,20150116T000000,620000.0,3,1.75,2140,5808,1.0,0,1,3,7,1070,1070,1947,0,98119,47.6435,-122.373,1930,5808 +9346900170,20140922T000000,615000.0,4,2.25,2330,7020,1.0,0,0,4,8,1450,880,1973,0,98006,47.562,-122.139,2330,8500 +3999300080,20140904T000000,887000.0,6,2.25,3830,11180,1.0,0,2,5,9,2440,1390,1962,0,98008,47.5849,-122.113,2500,10400 +472000895,20140922T000000,1057000.0,4,2.75,4510,5000,2.5,0,2,3,8,3270,1240,1941,2000,98117,47.6852,-122.4,2010,5000 +687600010,20140805T000000,753000.0,4,1.75,2160,39430,1.0,0,0,4,8,1660,500,1974,0,98005,47.6378,-122.185,2430,35329 +1130000005,20140715T000000,1600000.0,3,2.25,3170,5000,2.0,0,0,5,10,2230,940,1975,0,98102,47.6349,-122.318,3170,5400 +7397300170,20140530T000000,3710000.0,4,3.5,5550,28078,2.0,0,2,4,12,3350,2200,2000,0,98039,47.6395,-122.234,2980,19602 +1077100020,20141231T000000,365000.0,3,1.5,1520,8519,1.0,0,0,3,7,1520,0,1954,0,98133,47.7712,-122.339,1570,9000 +7856570190,20140822T000000,870000.0,4,2.75,3410,23000,2.0,0,0,4,10,3410,0,1982,0,98006,47.5559,-122.149,2490,15512 +5104510010,20140701T000000,321000.0,4,2.5,1830,9601,2.0,0,0,3,7,1830,0,2003,0,98038,47.3541,-122.015,1830,5892 +2895550050,20150507T000000,280000.0,3,2.5,1550,4486,2.0,0,0,3,7,1550,0,2000,0,98001,47.3299,-122.269,1700,4487 +4142450480,20140703T000000,288000.0,3,2.5,1520,3593,2.0,0,0,3,7,1520,0,2004,0,98038,47.3842,-122.042,1610,3612 +5559200020,20150227T000000,248500.0,3,2.0,1240,12285,1.0,0,0,3,7,620,620,1939,1991,98023,47.3219,-122.341,1560,11564 +5381000352,20140622T000000,330000.0,4,2.5,2380,13550,2.0,0,0,3,7,2380,0,1999,0,98188,47.4486,-122.288,1230,9450 +2474300050,20140722T000000,740000.0,5,3.5,2720,11454,2.0,0,0,3,9,1830,890,1988,0,98052,47.6466,-122.119,2920,11310 +7787110680,20140923T000000,445000.0,3,2.5,2210,8010,2.0,0,0,3,8,2210,0,1998,0,98045,47.4845,-121.775,2430,9600 +1788700185,20150306T000000,198500.0,2,1.0,1050,9600,1.0,0,0,4,6,1050,0,1959,0,98023,47.3274,-122.346,990,8880 +2887950020,20140625T000000,280000.0,7,2.5,1940,5458,2.0,0,0,3,7,1940,0,1994,0,98092,47.3191,-122.177,1710,5688 +8835210480,20140710T000000,336500.0,3,2.25,1420,3433,2.0,0,0,4,7,1420,0,1981,0,98034,47.7245,-122.163,1150,3432 +844000225,20150211T000000,267000.0,3,2.5,1690,10336,2.0,0,0,4,7,1690,0,1989,0,98010,47.311,-122.003,1580,7700 +1771000430,20140502T000000,315000.0,3,1.0,1160,9180,1.0,0,0,3,7,1160,0,1968,0,98077,47.7427,-122.072,1160,10282 +8078430480,20140806T000000,545000.0,4,2.5,2040,7412,2.0,0,0,3,8,2040,0,1988,0,98074,47.6347,-122.026,2050,7830 +8001450170,20140804T000000,274950.0,3,1.75,1840,16679,1.0,0,0,3,8,1840,0,1989,0,98001,47.3207,-122.275,1910,15571 +8924100430,20141224T000000,500000.0,2,1.0,1440,7130,1.0,0,2,3,7,1210,230,1948,0,98115,47.6778,-122.267,1970,7130 +7418700050,20140528T000000,299000.0,3,1.0,1390,9624,1.5,0,0,4,7,1390,0,1954,0,98155,47.7758,-122.301,1440,9624 +3630020430,20150505T000000,420000.0,3,2.5,1470,1445,2.0,0,0,3,8,1160,310,2005,0,98029,47.5468,-121.998,1470,1525 +1972200725,20150407T000000,620000.0,3,2.5,1776,1248,3.0,0,0,3,8,1604,172,2006,0,98103,47.6539,-122.352,1780,1248 +267000170,20141210T000000,575950.0,3,2.25,1640,12000,1.0,0,0,3,7,1180,460,1967,0,98008,47.6252,-122.104,1620,12000 +8961980290,20140904T000000,666500.0,4,2.5,2860,6600,2.0,0,0,3,9,2860,0,2000,0,98074,47.6067,-122.017,2790,6723 +1551500130,20140522T000000,180000.0,4,1.5,1740,7292,1.0,0,0,3,7,1020,720,1962,0,98168,47.4787,-122.302,1740,7573 +5557800010,20140623T000000,261350.0,3,1.75,1390,18200,1.0,0,0,4,7,1390,0,1962,0,98023,47.3208,-122.337,1810,9675 +3776300010,20150224T000000,1030000.0,4,3.5,2730,5607,1.0,0,0,5,9,1660,1070,1948,0,98199,47.6387,-122.396,1720,5400 +2473000680,20150429T000000,390000.0,3,1.75,1435,8960,1.0,0,0,4,8,1435,0,1969,0,98058,47.4525,-122.149,2030,9450 +7984400005,20140626T000000,253500.0,3,1.0,1640,12384,1.0,0,0,4,7,1090,550,1954,0,98003,47.3256,-122.298,1550,11200 +9238430680,20140521T000000,625000.0,4,2.5,2630,48706,2.0,0,0,3,8,2630,0,1986,0,98072,47.775,-122.125,2680,48706 +3211000170,20140922T000000,255000.0,4,2.5,1580,7800,1.0,0,0,4,7,1580,0,1959,0,98059,47.481,-122.163,1320,7800 +7338220280,20141010T000000,257000.0,3,2.5,1740,3721,2.0,0,0,3,8,1740,0,2009,0,98002,47.3363,-122.213,2030,3794 +8073000480,20140722T000000,869000.0,2,1.75,1900,13122,1.0,1,4,3,7,1100,800,1954,0,98178,47.5121,-122.248,1650,13160 +7525530670,20141112T000000,745000.0,4,2.5,3130,10860,2.0,0,0,3,10,3130,0,1990,0,98075,47.56,-122.04,3130,10860 +191100275,20140926T000000,1350000.0,4,3.5,3500,9525,2.0,0,0,3,10,3500,0,1999,0,98040,47.5641,-122.221,2630,9525 +1214000050,20141020T000000,350000.0,3,1.75,2130,7500,1.0,0,0,4,7,1090,1040,1956,0,98166,47.4593,-122.343,1590,7500 +6852700279,20140619T000000,475000.0,3,2.5,950,1110,2.0,0,0,3,8,950,0,2003,0,98102,47.6226,-122.319,1230,1215 +5423600080,20140918T000000,540000.0,3,2.5,1720,11656,2.0,0,0,3,8,1720,0,1987,1999,98052,47.6791,-122.113,1890,10336 +6661200050,20140528T000000,175000.0,2,1.0,830,2699,1.0,0,0,3,7,830,0,1996,0,98038,47.3839,-122.038,1030,3574 +6146600170,20140703T000000,100000.0,2,0.75,660,5240,1.0,0,0,4,4,660,0,1912,0,98032,47.3881,-122.234,850,5080 +366000095,20141009T000000,890000.0,5,1.0,2590,4652,2.0,0,0,4,8,2310,280,1907,0,98122,47.6038,-122.294,2360,4650 +2895550280,20140507T000000,280000.0,3,2.5,1600,4271,2.0,0,0,3,7,1600,0,2000,0,98001,47.3303,-122.269,1700,4746 +293760050,20140627T000000,1050000.0,4,4.25,4390,13833,2.0,0,3,3,10,3320,1070,2003,0,98029,47.5566,-122.026,3850,11652 +7298040500,20140709T000000,486000.0,4,2.5,3560,12047,2.0,0,0,3,10,3560,0,1988,0,98023,47.3019,-122.341,3420,11250 +7802900224,20140707T000000,670000.0,5,2.5,2860,68519,2.0,0,0,5,8,2860,0,1958,0,98065,47.5265,-121.835,1670,35910 +3904910010,20140723T000000,480000.0,3,2.5,1640,7847,2.0,0,0,3,8,1640,0,1987,0,98029,47.5684,-122.018,1870,6079 +8121100255,20140507T000000,440000.0,3,1.75,1500,6180,1.0,0,0,4,6,1060,440,1947,0,98118,47.5689,-122.284,1740,6180 +5700004040,20140905T000000,1500000.0,3,3.25,3990,8505,2.0,0,2,3,9,2870,1120,1922,1999,98144,47.5744,-122.283,3640,8505 +3528000290,20140609T000000,743700.0,4,2.5,2610,33206,2.0,0,0,3,10,2610,0,1988,0,98053,47.6662,-122.057,2870,28295 +9268200050,20140814T000000,449950.0,3,1.75,1470,7590,1.0,0,0,3,7,1470,0,1988,0,98117,47.6964,-122.362,1700,5080 +6132600221,20140519T000000,367000.0,2,1.0,700,2334,1.0,0,0,3,7,700,0,1945,0,98117,47.701,-122.39,2300,5000 +3303980470,20141201T000000,1185000.0,4,3.25,3960,12895,2.0,0,0,3,11,3960,0,2001,0,98059,47.5211,-122.151,3870,12040 +1450000050,20150501T000000,201000.0,3,1.0,900,7576,1.0,0,0,4,6,900,0,1959,0,98002,47.2881,-122.22,1220,7452 +6788200605,20141223T000000,575000.0,3,1.75,2010,3800,2.0,0,0,2,7,2010,0,1922,0,98112,47.6408,-122.307,1540,3800 +2214800170,20150415T000000,295000.0,3,2.5,1940,10350,1.0,0,0,3,7,1420,520,1979,0,98001,47.3385,-122.256,1810,7800 +7116000225,20150220T000000,190000.0,3,1.0,1510,8760,1.0,0,0,4,6,1510,0,1946,0,98002,47.3015,-122.216,1040,7828 +2767600635,20150507T000000,742500.0,2,3.0,2020,5000,1.0,0,0,3,8,1350,670,1952,0,98117,47.6758,-122.375,1160,1118 +1644500050,20150312T000000,875000.0,6,3.5,4430,11453,2.0,0,0,3,9,3000,1430,2001,0,98056,47.5156,-122.204,2730,5661 +2579500101,20150421T000000,1387000.0,4,3.5,4010,10880,2.0,0,3,4,11,3150,860,1990,0,98040,47.5359,-122.213,3530,17310 +3876311650,20140619T000000,600000.0,4,2.25,3070,8400,2.0,0,0,4,8,3070,0,1970,0,98034,47.7316,-122.169,1880,8000 +7984400050,20140922T000000,207000.0,3,1.5,1460,11100,1.0,0,0,3,7,1460,0,1956,0,98003,47.3253,-122.298,1460,11100 +7852170130,20150421T000000,650000.0,4,2.75,3260,5335,2.0,0,0,3,9,3260,0,2003,0,98065,47.5414,-121.864,3180,5438 +9358000780,20150512T000000,275000.0,2,1.0,830,5610,1.0,0,0,3,6,830,0,1922,0,98126,47.5674,-122.367,1310,2793 +2663000345,20150408T000000,1200000.0,4,2.5,2390,4200,2.0,0,0,3,9,2150,240,1924,0,98102,47.6272,-122.318,2800,5250 +4338800500,20141014T000000,262500.0,3,2.0,1130,7200,1.0,0,0,4,6,1130,0,1944,0,98166,47.4779,-122.342,1270,7500 +5101407350,20140925T000000,399000.0,2,1.0,1120,8661,1.0,0,0,3,7,1120,0,1946,0,98125,47.7034,-122.307,1470,7205 +3512100050,20150224T000000,139000.0,4,1.5,1410,10648,1.0,0,0,4,7,1410,0,1966,0,98030,47.3736,-122.188,1410,10522 +6633900050,20140826T000000,575000.0,3,2.5,1750,4797,2.0,0,0,4,7,1750,0,1991,0,98033,47.6954,-122.199,1750,4293 +4083301950,20141120T000000,580000.0,2,1.0,1040,3200,1.0,0,0,3,7,1040,0,1926,0,98103,47.6558,-122.334,1890,4000 +7202350010,20140725T000000,468000.0,3,2.25,1630,2490,2.0,0,0,3,7,1630,0,2004,0,98053,47.6807,-122.031,1630,2680 +4168100130,20150310T000000,230000.0,3,1.0,1380,10112,1.0,0,0,4,7,940,440,1963,0,98023,47.3196,-122.351,1240,10112 +8155850010,20140507T000000,675000.0,4,4.0,3680,18804,2.0,0,0,3,10,3680,0,1990,0,98074,47.6193,-122.014,3200,15954 +7955030010,20141010T000000,318000.0,3,1.0,1250,20040,1.0,0,0,3,7,1250,0,1970,0,98072,47.7514,-122.108,1640,19840 +4136870020,20141008T000000,332100.0,5,3.5,2660,6978,2.0,0,0,3,8,1980,680,1996,0,98092,47.2631,-122.212,2220,7294 +1446401190,20150317T000000,175000.0,2,1.0,620,6600,1.0,0,0,3,6,620,0,1963,0,98168,47.4862,-122.33,1050,6600 +9323600380,20140805T000000,817000.0,4,2.25,2600,10660,2.0,0,0,4,8,2600,0,1979,0,98006,47.5533,-122.156,3150,10660 +3262300920,20150408T000000,1200000.0,4,3.0,2150,8119,2.0,0,0,3,8,2150,0,1953,2004,98039,47.6335,-122.236,1590,8119 +6332000130,20150420T000000,525000.0,3,1.75,1470,6550,1.0,0,2,3,7,1070,400,1916,0,98126,47.5463,-122.381,1440,6550 +9150100020,20150211T000000,189000.0,3,1.0,1380,7282,1.5,0,0,5,6,1380,0,1915,0,98002,47.3006,-122.223,860,4826 +2770604081,20150305T000000,629950.0,3,2.5,1680,1683,2.0,0,0,3,9,1120,560,2014,0,98119,47.6425,-122.374,1610,1618 +6329000050,20150310T000000,641500.0,1,1.0,1000,9084,1.0,1,3,3,7,1000,0,1950,0,98146,47.5007,-122.382,1090,6536 +2125400010,20140912T000000,490000.0,3,2.25,1630,7573,1.0,0,2,3,7,1230,400,1983,0,98034,47.7273,-122.211,1550,7695 +3876313260,20150218T000000,415000.0,3,1.75,1790,15142,1.0,0,0,3,7,1360,430,1976,0,98072,47.7362,-122.172,1910,7500 +5101400561,20141015T000000,250000.0,2,1.0,890,6380,1.0,0,0,3,6,890,0,1951,0,98115,47.691,-122.303,990,6380 +9533100080,20140820T000000,781000.0,3,1.5,1290,8175,1.0,0,0,4,7,820,470,1952,0,98004,47.6296,-122.205,2130,8577 +9561100080,20140620T000000,400000.0,4,2.25,2420,7927,1.0,0,0,4,7,1400,1020,1973,0,98133,47.7583,-122.343,2120,7693 +5101402618,20140820T000000,935000.0,4,3.0,3680,7105,2.0,0,2,3,10,2890,790,2008,0,98115,47.6956,-122.311,1580,6815 +4027700009,20140515T000000,575000.0,4,2.5,3020,17810,1.0,0,0,3,9,1600,1420,1979,0,98155,47.7735,-122.281,2500,15815 +9544200277,20141015T000000,1660000.0,4,3.25,4240,11189,2.0,0,2,3,10,4240,0,2006,0,98033,47.6526,-122.191,3390,12540 +8731960050,20141229T000000,302300.0,5,2.75,3130,9450,1.0,0,0,4,8,1580,1550,1973,0,98023,47.3099,-122.384,1900,9000 +1393800005,20150507T000000,355000.0,2,1.0,900,6656,1.0,0,0,3,7,900,0,1940,0,98126,47.5467,-122.377,1230,6400 +3896100130,20140617T000000,1538000.0,3,2.25,2880,7599,1.0,0,2,3,9,1710,1170,1958,2002,98033,47.6938,-122.215,2920,12401 +7785000130,20150330T000000,926250.0,4,1.75,2390,17717,1.0,0,0,4,8,2390,0,1964,0,98040,47.5755,-122.218,2390,10730 +2968800825,20150323T000000,300000.0,3,1.75,1450,7620,1.0,0,0,4,7,1050,400,1955,0,98166,47.4569,-122.354,1380,7620 +7199330480,20140721T000000,361500.0,3,1.75,1070,9000,1.0,0,0,4,7,1070,0,1978,0,98052,47.6984,-122.132,1700,8400 +5458800415,20141105T000000,616000.0,3,1.5,1740,9840,1.0,0,0,4,8,1740,0,1963,0,98040,47.5748,-122.237,1930,9840 +8929000250,20150413T000000,395000.0,2,1.75,1210,1161,2.0,0,0,3,8,1210,0,2014,0,98029,47.5513,-121.998,1700,2285 +7893206305,20141006T000000,245000.0,3,1.5,2100,10000,1.0,0,0,4,7,2100,0,1954,0,98198,47.4222,-122.331,1300,7500 +7956300020,20140603T000000,206000.0,3,1.0,1060,9600,1.0,0,0,4,6,1060,0,1962,0,98023,47.2878,-122.358,1060,9604 +240000130,20141013T000000,706000.0,4,2.5,3280,16575,1.0,0,0,3,9,2190,1090,1972,0,98188,47.426,-122.285,1570,13209 +1370803730,20150126T000000,578000.0,3,1.5,1660,6000,1.5,0,0,3,7,1660,0,1937,0,98199,47.6409,-122.401,1640,6000 +4299000130,20140728T000000,341950.0,5,3.0,3070,5252,2.0,0,0,3,8,3070,0,2005,0,98042,47.3666,-122.128,2760,5203 +1233100351,20141211T000000,305000.0,3,1.0,1150,9048,1.0,0,0,2,7,1150,0,1922,0,98033,47.6755,-122.177,1550,8207 +2652500225,20141010T000000,575000.0,3,2.75,1710,3600,1.0,0,0,3,7,1590,120,1909,0,98119,47.642,-122.36,1710,3600 +3224069026,20140520T000000,330000.0,3,1.0,1180,43124,1.0,0,0,4,6,1180,0,1959,0,98027,47.5278,-122.063,1410,43560 +2592400250,20150107T000000,445000.0,4,2.25,2130,7200,2.0,0,0,3,7,2130,0,1972,0,98034,47.7152,-122.168,1990,7200 +4364700595,20140818T000000,333000.0,3,1.0,1050,7560,1.0,0,0,3,7,1050,0,1951,0,98126,47.525,-122.371,1490,7560 +8562750660,20140807T000000,598500.0,4,2.5,2520,3980,2.0,0,0,3,8,2520,0,2005,0,98027,47.5401,-122.07,2610,3980 +7231600098,20141014T000000,225000.0,2,1.0,700,6000,1.0,0,0,3,6,700,0,1943,0,98055,47.4671,-122.212,1320,6000 +8635750980,20140714T000000,570000.0,4,2.5,2640,4200,2.0,0,0,3,8,2640,0,1998,0,98074,47.6038,-122.02,2460,4200 +5652600605,20140807T000000,630000.0,5,2.0,2330,6783,1.0,0,0,3,7,1310,1020,1956,0,98115,47.6955,-122.295,1930,6783 +2141310020,20150416T000000,779000.0,5,2.25,2830,7738,2.0,0,0,4,8,2830,0,1977,0,98006,47.5582,-122.136,2300,9840 +7852160080,20150121T000000,760000.0,4,3.5,3720,13591,2.0,0,3,3,10,3720,0,2004,0,98065,47.536,-121.858,4210,14282 +3649100346,20150109T000000,322968.0,5,1.75,1890,9600,1.0,0,0,4,7,1890,0,1960,0,98028,47.7391,-122.241,2350,5308 +7852010840,20140729T000000,595000.0,4,2.5,2910,7287,2.0,0,0,3,8,2910,0,1998,0,98065,47.5354,-121.869,2420,6180 +823059145,20141013T000000,321000.0,4,1.0,1300,18836,1.0,0,0,4,7,1300,0,1941,0,98056,47.5029,-122.188,1540,8498 +9238430660,20150326T000000,653000.0,3,2.25,2770,57745,2.0,0,0,3,8,2770,0,1985,0,98072,47.775,-122.124,2720,46765 +6329000190,20140729T000000,750000.0,4,1.75,2520,21834,1.0,1,4,3,8,1420,1100,1960,0,98146,47.4996,-122.378,1700,8100 +8818900250,20140507T000000,530000.0,3,1.0,1340,4284,1.0,0,0,3,7,1080,260,1910,0,98105,47.6633,-122.324,1960,4080 +1250200415,20140609T000000,352750.0,2,1.75,1060,1241,2.0,0,0,3,7,960,100,2008,0,98144,47.5999,-122.3,1170,1400 +3303951150,20150204T000000,424950.0,4,2.5,2480,8563,2.0,0,0,3,8,2480,0,1992,0,98038,47.381,-122.033,2460,8660 +3083000048,20140530T000000,427000.0,5,2.75,2220,4000,1.0,0,0,3,7,1230,990,1973,0,98144,47.5754,-122.305,1580,4000 +1102000095,20140805T000000,558000.0,4,2.5,3220,5120,2.0,0,0,3,9,2420,800,2000,0,98118,47.5434,-122.27,1770,7680 +3426049153,20141110T000000,438200.0,2,2.0,1600,5643,1.0,0,0,3,7,1600,0,1954,0,98115,47.6968,-122.279,1600,5746 +7625700020,20140929T000000,340000.0,1,1.0,640,4800,1.0,0,0,3,6,640,0,1918,0,98136,47.5551,-122.382,1250,2847 +586000020,20140828T000000,830005.0,4,3.75,3610,7904,3.0,0,0,3,11,3290,320,1994,0,98117,47.6992,-122.385,2460,7300 +8724300010,20140909T000000,548000.0,4,3.25,3420,5012,2.0,0,0,3,10,2330,1090,2008,0,98019,47.732,-121.982,2320,5465 +2741100741,20140604T000000,411715.0,3,1.75,1840,5101,1.0,0,0,5,7,1040,800,1952,0,98108,47.5585,-122.317,1340,5000 +3425059173,20141028T000000,865000.0,4,4.0,2790,16117,2.0,0,0,4,9,2790,0,1999,0,98005,47.6033,-122.155,2740,25369 +715010130,20150202T000000,1750000.0,6,4.25,5860,13928,2.0,0,3,3,10,4150,1710,2013,0,98006,47.5382,-122.114,5790,13928 +7504100920,20140618T000000,688000.0,3,3.0,3450,16200,2.0,0,0,3,10,3450,0,1983,0,98074,47.6319,-122.041,3130,12150 +5104520460,20150317T000000,399950.0,4,2.5,2350,5100,2.0,0,0,3,8,2350,0,2003,0,98038,47.3507,-122.007,2190,5100 +1257200020,20150327T000000,555000.0,3,1.0,1250,4590,1.5,0,0,3,6,970,280,1903,0,98115,47.6757,-122.327,1830,4080 +4452300130,20140522T000000,677000.0,3,2.0,2000,3207,1.0,0,0,4,7,1100,900,1916,0,98103,47.6561,-122.341,1460,3200 +8651520420,20140606T000000,539000.0,3,2.0,2260,9568,1.0,0,0,3,8,1780,480,1985,0,98074,47.6457,-122.058,2250,9744 +6401700010,20140819T000000,410000.0,3,1.75,1510,6597,1.0,0,0,4,6,950,560,1939,0,98144,47.5938,-122.315,1460,5320 +8857320130,20150310T000000,472000.0,2,2.25,1800,2748,2.0,0,0,4,9,1800,0,1979,0,98008,47.6104,-122.113,1800,2755 +1102000759,20141026T000000,755000.0,3,2.5,2420,8856,1.0,0,3,3,9,1620,800,1957,0,98118,47.5405,-122.263,2650,9750 +6457000080,20140805T000000,269900.0,5,1.75,1750,8325,1.0,0,0,5,7,1750,0,1966,0,98031,47.4007,-122.198,1430,8325 +1126059022,20140722T000000,667400.0,4,2.5,2660,40312,2.0,0,0,4,8,2660,0,1977,0,98072,47.7532,-122.139,2650,45302 +4340000010,20141030T000000,1220000.0,3,2.25,2640,7544,1.0,0,0,3,10,2640,0,1995,0,98004,47.6224,-122.195,2650,7904 +3052700460,20140630T000000,544000.0,3,2.5,1460,1613,2.0,0,0,3,8,1180,280,2007,0,98117,47.6781,-122.375,1460,1403 +567000020,20150428T000000,800000.0,2,1.0,1570,5000,1.5,0,3,4,8,1570,0,1924,0,98144,47.5955,-122.294,1760,3000 +3575304017,20140822T000000,315000.0,3,1.0,1010,7500,1.0,0,0,4,7,1010,0,1975,0,98074,47.6172,-122.061,1250,10000 +7812801700,20140610T000000,227000.0,4,1.0,1200,7200,1.5,0,0,3,6,1200,0,1944,0,98178,47.4951,-122.248,1070,6050 +5103300020,20141020T000000,765000.0,4,2.5,4040,25752,2.0,0,0,3,10,4040,0,2000,0,98038,47.4579,-122.068,3230,22247 +9578080130,20140702T000000,625000.0,3,3.0,1820,1641,3.0,0,0,3,8,1540,280,2006,0,98119,47.6482,-122.358,1720,1501 +3885803044,20140902T000000,1875000.0,4,5.0,5810,7440,2.0,0,0,3,10,3790,2020,2004,0,98033,47.6878,-122.212,3010,7200 +9323600280,20150211T000000,822600.0,4,2.5,3010,9600,1.0,0,2,3,9,1510,1500,1979,0,98006,47.5519,-122.156,2780,10000 +7016100380,20150423T000000,515000.0,4,2.5,1910,8947,1.0,0,0,4,8,1160,750,1970,0,98011,47.7374,-122.183,1920,7350 +3438500114,20150512T000000,377000.0,4,2.0,1640,5014,1.0,0,0,4,7,930,710,1982,0,98106,47.5545,-122.356,1600,5452 +2597800010,20150304T000000,600000.0,3,1.0,1480,17360,1.0,0,1,3,8,1480,0,1954,0,98136,47.5179,-122.387,2250,8720 +8018000020,20141114T000000,525300.0,4,1.75,2520,7770,1.0,0,0,3,8,1680,840,1965,0,98177,47.7721,-122.372,2340,7770 +4055700167,20140814T000000,760000.0,4,3.0,2840,13554,1.0,0,2,4,9,1990,850,1974,0,98034,47.7153,-122.257,2840,16940 +1863900190,20141229T000000,202000.0,2,1.0,840,7200,1.0,0,0,4,5,840,0,1907,0,98032,47.3769,-122.237,1030,7200 +522079027,20140619T000000,470000.0,3,2.0,1730,38884,1.0,0,0,3,8,1730,0,1997,0,98038,47.4164,-121.951,2130,91040 +7525530470,20140725T000000,810000.0,3,2.5,3140,10983,2.0,0,0,3,10,3140,0,1991,0,98075,47.5595,-122.04,3140,10983 +8858100020,20150316T000000,175000.0,3,1.0,1480,8415,1.0,0,0,3,7,1080,400,1967,0,98188,47.4585,-122.283,1780,8512 +6414100231,20141015T000000,440000.0,4,1.75,1920,7986,1.0,0,0,3,7,960,960,1952,0,98125,47.7209,-122.318,1700,7452 +6303400460,20150330T000000,197000.0,2,1.0,770,8636,1.0,0,0,2,6,770,0,1951,0,98146,47.5075,-122.358,1110,8636 +9476200020,20150306T000000,254000.0,3,1.0,1010,7384,1.0,0,2,5,6,1010,0,1943,0,98056,47.4905,-122.191,1010,8000 +3575302938,20140620T000000,405000.0,3,1.0,1460,10000,1.5,0,0,3,7,1460,0,2002,0,98074,47.6214,-122.063,1910,10000 +2695600190,20150327T000000,416000.0,2,1.0,940,4264,1.0,0,0,5,7,940,0,1949,0,98126,47.5314,-122.378,1630,4472 +9433000470,20140919T000000,779950.0,4,2.75,2840,4864,3.0,0,0,3,9,2840,0,2014,0,98052,47.7103,-122.108,2990,5314 +7140200250,20150112T000000,200000.0,4,2.75,1910,7210,1.0,0,0,4,7,1430,480,1980,0,98030,47.3693,-122.169,1750,7446 +3905090130,20140717T000000,658100.0,4,2.5,2430,8509,2.0,0,0,3,9,2430,0,1992,0,98029,47.5714,-121.991,2760,8509 +3335000050,20140714T000000,397000.0,2,1.75,1610,4104,1.0,0,0,3,7,950,660,1996,0,98118,47.5565,-122.275,1510,5284 +4397650080,20141015T000000,815000.0,3,3.75,2780,5002,2.0,0,0,3,10,2780,0,1999,0,98007,47.5939,-122.15,3110,5717 +1568100380,20141016T000000,345000.0,2,1.0,1160,8504,1.0,0,0,4,7,1160,0,1949,0,98155,47.7364,-122.295,1320,8504 +8078570460,20140924T000000,305500.0,4,2.5,1850,7199,2.0,0,0,4,7,1850,0,1989,0,98031,47.4031,-122.172,1940,7432 +6382000080,20140708T000000,340000.0,3,2.25,2120,13090,1.0,0,0,3,8,2120,0,1997,0,98002,47.296,-122.219,1400,12039 +7905380080,20150226T000000,330000.0,5,2.5,2620,12763,1.0,0,0,3,7,1400,1220,1979,0,98034,47.72,-122.213,2390,9156 +6600490250,20150421T000000,269000.0,4,2.5,2060,3608,2.0,0,0,3,7,2060,0,2004,0,98198,47.362,-122.309,2060,3608 +7200001756,20140612T000000,349950.0,3,1.0,1060,9525,1.0,0,0,3,7,1060,0,1966,0,98052,47.6855,-122.111,1630,9525 +4427100130,20150304T000000,431000.0,3,1.0,1500,6240,1.0,0,0,4,7,1500,0,1953,0,98125,47.7281,-122.311,1230,6240 +5606000255,20141017T000000,735000.0,4,1.75,2380,5700,2.0,0,1,4,7,1820,560,1946,0,98105,47.6656,-122.271,2190,5700 +1402700170,20140717T000000,414000.0,5,3.0,3045,5030,2.0,0,0,3,8,3045,0,1999,0,98058,47.4386,-122.127,3045,5322 +5366200460,20140520T000000,619500.0,3,2.5,1700,4105,2.0,0,0,3,8,1700,0,1992,0,98122,47.6078,-122.292,1880,3665 +1245500725,20141030T000000,675000.0,3,1.75,1240,13869,1.0,0,0,4,7,1240,0,1957,0,98033,47.6919,-122.21,1970,7790 +9477201060,20150423T000000,380500.0,3,1.0,1410,7854,1.0,0,0,4,7,1410,0,1971,0,98034,47.7303,-122.192,1460,7500 +4060000290,20140617T000000,253000.0,3,1.5,880,6600,1.0,0,0,5,6,880,0,1945,0,98178,47.5002,-122.247,1020,6600 +522059327,20140528T000000,157500.0,2,1.0,740,9003,1.0,0,0,3,5,740,0,1949,0,98031,47.4217,-122.197,1230,8050 +686530020,20140609T000000,627000.0,4,2.0,2030,9300,1.0,0,0,4,8,2030,0,1976,0,98052,47.6658,-122.149,1800,9018 +5145100460,20140924T000000,469500.0,4,2.5,2090,7241,1.0,0,0,4,7,1140,950,2001,0,98034,47.726,-122.221,1510,7402 +6329000380,20140619T000000,319950.0,2,1.0,920,8341,1.0,0,0,3,7,920,0,1939,0,98146,47.5015,-122.38,2330,9792 +8960200280,20150218T000000,249500.0,3,1.0,1180,7200,1.0,0,0,4,7,1180,0,1968,0,98058,47.4249,-122.178,1180,7200 +2867100007,20150223T000000,485000.0,3,1.0,1260,3230,1.5,0,0,3,7,1260,0,1907,0,98119,47.644,-122.369,1700,3500 +9542100005,20141024T000000,1125000.0,5,3.0,3690,10260,1.0,0,4,4,9,2070,1620,1967,0,98005,47.5919,-122.176,3160,14000 +1545807280,20140628T000000,314500.0,3,1.75,1700,17355,1.0,0,0,3,7,1200,500,1978,0,98038,47.3637,-122.057,1900,9528 +3996900460,20150403T000000,220000.0,2,1.0,770,8149,1.0,0,0,3,6,770,0,1948,0,98155,47.7467,-122.3,880,8149 +217500005,20141124T000000,444950.0,3,2.5,2020,7800,1.0,0,0,4,7,1330,690,1958,0,98133,47.7368,-122.337,1870,7800 +1513800080,20140825T000000,598000.0,4,2.5,2030,9825,1.0,0,0,3,8,1330,700,1985,0,98115,47.6892,-122.3,2180,7500 +8691390460,20140616T000000,699850.0,4,3.5,2690,6164,2.0,0,0,3,9,2690,0,2002,0,98075,47.599,-121.973,2910,5000 +6633900170,20140508T000000,595000.0,3,2.5,1750,3354,2.0,0,0,4,7,1750,0,1991,0,98033,47.6953,-122.199,1750,4286 +205000050,20141218T000000,735000.0,4,2.5,3270,45537,2.0,0,0,3,9,3270,0,1993,0,98053,47.6303,-121.984,2670,38827 +8838900167,20140509T000000,542500.0,4,2.5,2330,14289,2.0,0,0,4,8,2330,0,1978,0,98007,47.5916,-122.148,2210,12823 +7199330170,20150512T000000,450000.0,3,1.75,1720,6960,1.0,0,0,3,7,1140,580,1978,0,98052,47.6972,-122.129,1720,7280 +236500050,20140728T000000,298500.0,3,2.0,2420,8800,1.0,0,0,4,7,1420,1000,1959,0,98188,47.4322,-122.291,1546,8666 +2025049028,20140609T000000,403950.0,2,1.0,710,1136,2.0,0,0,4,7,710,0,1943,0,98102,47.6414,-122.329,1370,1173 +3298700305,20141229T000000,271000.0,2,1.0,710,4240,1.0,0,0,4,6,710,0,1942,0,98106,47.5226,-122.351,850,5200 +6145600780,20140911T000000,335000.0,2,1.0,1510,3844,1.0,0,0,4,7,1510,0,1923,1970,98133,47.7038,-122.348,1170,3844 +1332700010,20141216T000000,305000.0,2,2.25,1610,1968,2.0,0,0,5,7,1610,0,1979,0,98056,47.5184,-122.196,1950,1968 +2768300655,20150317T000000,630000.0,3,3.0,1880,2200,2.0,0,0,3,8,1520,360,2007,0,98107,47.6666,-122.367,1500,1426 +7224500010,20140603T000000,253000.0,2,1.75,1220,5000,1.0,0,0,5,7,860,360,1921,0,98055,47.4906,-122.204,1120,5000 +4037000185,20140919T000000,395000.0,4,1.75,2060,7900,1.0,0,0,4,7,1070,990,1957,0,98008,47.6028,-122.12,1830,8000 +7614100020,20141017T000000,265000.0,3,2.5,1340,10290,1.0,0,0,4,7,1140,200,1981,0,98042,47.3553,-122.149,1760,7903 +1423400225,20140721T000000,225000.0,2,1.0,1030,9192,1.0,0,0,4,6,1030,0,1959,0,98058,47.4565,-122.181,1030,9190 +5419000050,20140917T000000,338500.0,4,2.5,2717,4513,2.0,0,0,3,8,2717,0,2005,0,98001,47.3373,-122.266,2550,4841 +5151200290,20140512T000000,300000.0,2,1.75,1360,8100,1.0,0,0,3,7,860,500,1975,0,98177,47.7295,-122.359,1830,6766 +4060000170,20140820T000000,255000.0,2,1.0,1260,7810,2.0,0,0,3,6,1260,0,1945,0,98178,47.5003,-122.248,1260,7755 +1568100290,20140620T000000,337000.0,4,3.0,2240,8504,2.0,0,0,3,7,2240,0,1992,0,98155,47.7348,-122.295,1570,8460 +4137010010,20150416T000000,324900.0,3,2.25,2080,9740,2.0,0,0,3,8,2080,0,1988,0,98092,47.261,-122.219,2080,8705 +2581900284,20140707T000000,821000.0,3,2.75,2760,8476,1.0,0,0,4,8,1690,1070,1967,0,98040,47.5402,-122.215,2610,9835 +1222069136,20141212T000000,500000.0,4,2.75,3000,213008,1.0,0,0,4,8,3000,0,1975,0,98038,47.4032,-121.982,2300,74191 +7625701795,20150302T000000,885000.0,4,3.5,3310,6000,2.0,0,2,3,8,2200,1110,2010,0,98136,47.5511,-122.391,1420,6000 +1771100440,20140610T000000,360000.0,4,2.0,1630,10375,1.0,0,0,5,7,1630,0,1968,0,98077,47.7566,-122.073,1360,10026 +3211200290,20140527T000000,304000.0,3,1.0,900,7500,1.0,0,0,4,7,900,0,1972,0,98034,47.7314,-122.237,1960,7500 +4154302045,20150316T000000,376000.0,2,1.0,880,2400,1.0,0,0,3,6,760,120,1918,0,98118,47.5643,-122.275,1180,6300 +4036801315,20141104T000000,425000.0,4,1.5,1620,7875,1.0,0,0,3,7,1620,0,1956,0,98008,47.6041,-122.126,1890,8400 +9185700414,20140522T000000,1180500.0,3,1.75,1610,7200,1.0,0,0,3,8,1090,520,1973,0,98112,47.6279,-122.287,3790,7200 +1221000562,20140722T000000,187000.0,3,2.5,1730,1803,2.0,0,0,3,7,1730,0,2005,0,98166,47.4648,-122.335,1190,7980 +1890000250,20140627T000000,710000.0,2,1.5,1640,4080,1.5,0,0,5,7,1540,100,1916,0,98105,47.6624,-122.325,1880,4080 +7436400020,20150325T000000,585000.0,3,1.75,1840,7350,1.0,0,0,3,8,1370,470,1974,0,98033,47.6729,-122.166,1920,8518 +3303850290,20150409T000000,1400000.0,5,4.0,4700,22326,2.0,0,0,3,11,4700,0,2002,0,98006,47.5417,-122.111,4730,27110 +2025059026,20150225T000000,1980000.0,4,3.5,4500,44384,1.0,0,0,3,12,3340,1160,1990,0,98004,47.6323,-122.192,2540,26287 +3751600430,20141226T000000,250000.0,3,1.75,1780,35233,1.0,0,0,4,8,1420,360,1979,0,98001,47.2949,-122.269,1950,17334 +7856640460,20141218T000000,950000.0,4,2.75,3800,12200,2.0,0,3,4,10,3800,0,1986,0,98006,47.5689,-122.156,3710,14796 +9510920050,20140902T000000,725000.0,3,2.5,2980,16996,2.0,0,0,3,10,2980,0,1992,0,98075,47.595,-122.016,2980,15438 +8651720020,20140512T000000,505000.0,4,2.5,2780,6369,1.0,0,0,3,8,1590,1190,1978,0,98034,47.7284,-122.216,2170,7490 +2114700500,20150418T000000,90000.0,1,1.0,560,4120,1.0,0,0,3,4,560,0,1947,0,98106,47.5335,-122.348,980,4120 +7950303530,20150409T000000,400000.0,4,2.0,2060,3060,2.0,0,0,3,7,2060,0,1968,0,98118,47.5631,-122.285,1630,3766 +8910500471,20150217T000000,407000.0,3,1.0,1140,7785,1.0,0,0,3,8,1140,0,1954,0,98177,47.709,-122.363,2080,10620 +9550204450,20141219T000000,651000.0,3,1.5,1890,4400,1.5,0,0,5,7,1890,0,1919,0,98105,47.6662,-122.326,1620,4080 +4024101990,20150205T000000,485000.0,3,2.25,2090,7450,1.0,0,0,3,7,1350,740,1978,0,98155,47.7598,-122.303,1740,7644 +5595900345,20150113T000000,460000.0,4,2.75,3460,13168,2.0,0,0,4,8,3460,0,1932,1986,98022,47.2046,-121.996,1500,7670 +1782500095,20150309T000000,369000.0,2,1.0,1320,6135,1.0,0,0,4,7,880,440,1942,0,98126,47.5265,-122.379,1050,4693 +8887001192,20140620T000000,355000.0,2,1.0,1240,27042,1.0,0,1,3,6,1000,240,1943,0,98070,47.5026,-122.465,2140,20059 +4006000307,20140916T000000,155000.0,2,1.0,810,4755,1.0,0,0,3,7,810,0,1980,0,98118,47.5313,-122.28,1180,4755 +5605000440,20141215T000000,1000000.0,3,1.0,1880,5450,1.5,0,0,4,8,1880,0,1924,0,98112,47.6453,-122.302,2580,5450 +2591840050,20150211T000000,419625.0,4,2.5,2680,11590,2.0,0,0,4,9,2680,0,1988,0,98058,47.4395,-122.163,2580,8225 +1442300005,20150218T000000,435000.0,3,2.0,2040,6880,2.0,0,0,4,7,2040,0,1954,0,98133,47.7601,-122.351,1710,7597 +3343901440,20150511T000000,379000.0,4,1.75,2180,7876,1.0,0,0,4,7,1290,890,1977,0,98056,47.5157,-122.191,1960,7225 +9406590250,20150224T000000,293000.0,4,2.25,1870,5371,2.0,0,0,3,7,1870,0,2009,0,98038,47.3844,-122.036,2380,4502 +2212250080,20140806T000000,592100.0,4,2.75,2310,7851,1.0,0,0,4,8,1790,520,1989,0,98006,47.5473,-122.187,2230,7359 +3578700073,20141110T000000,362000.0,3,1.75,1120,9730,1.0,0,0,3,7,1120,0,1944,1989,98011,47.7372,-122.221,2530,8717 +1123049126,20141203T000000,227000.0,3,1.0,1340,10035,1.0,0,0,3,7,1340,0,1959,0,98178,47.4916,-122.254,2090,10035 +526059259,20140819T000000,335500.0,3,1.75,1260,8487,1.0,0,0,3,7,1260,0,1970,0,98011,47.7664,-122.201,1890,13051 +3222079136,20140818T000000,213000.0,3,1.75,1200,55321,1.5,0,0,5,7,1200,0,1977,0,98010,47.3492,-121.935,1910,54450 +7237300290,20150326T000000,338000.0,5,2.5,2400,4496,2.0,0,0,3,7,2400,0,2004,0,98042,47.3692,-122.126,1880,4319 +7468900235,20141022T000000,163500.0,3,1.0,940,7200,1.0,0,0,4,7,940,0,1954,0,98002,47.2979,-122.223,1090,7800 +3352401476,20141124T000000,199988.0,2,1.0,860,5000,1.0,0,0,3,7,860,0,1949,0,98178,47.5005,-122.267,1130,6000 +4217402162,20140725T000000,1185000.0,3,2.25,2390,7875,1.0,0,1,3,10,1980,410,1948,0,98105,47.6515,-122.278,3720,9075 +6147650430,20150407T000000,320000.0,4,2.5,3130,5200,2.0,0,0,3,7,3130,0,2005,0,98042,47.3828,-122.098,3020,5200 +1133000235,20140616T000000,450000.0,6,2.25,3550,11780,1.0,0,0,4,8,2960,590,1948,0,98125,47.7218,-122.312,2360,8850 +2781270080,20141030T000000,249900.0,2,2.0,1470,2541,2.0,0,0,3,6,1470,0,2005,0,98038,47.3502,-122.02,1310,2721 +1423200170,20140612T000000,223000.0,2,1.0,910,9869,1.0,0,0,3,6,910,0,1957,0,98058,47.4572,-122.184,1480,9750 +3023059071,20150210T000000,631000.0,4,4.0,2630,59586,1.0,0,0,3,7,1470,1160,1963,0,98055,47.4496,-122.209,2230,5715 +511700170,20150505T000000,350000.0,4,2.25,1780,10416,1.0,0,0,5,7,1060,720,1963,0,98055,47.4414,-122.189,1780,9975 +2124089028,20140714T000000,279000.0,3,1.75,1430,39160,1.0,0,0,3,7,900,530,1925,1987,98065,47.5513,-121.801,1430,40860 +1431700280,20150409T000000,310000.0,5,2.0,2730,7344,1.0,0,0,5,7,1510,1220,1962,0,98058,47.4602,-122.171,1730,7700 +7686202635,20140812T000000,185000.0,2,1.0,900,8000,1.0,0,0,4,6,900,0,1954,0,98198,47.4217,-122.317,1240,8000 +3874400380,20150316T000000,445000.0,3,2.5,1740,22089,1.0,0,0,4,8,1130,610,1977,0,98070,47.3948,-122.435,2000,24925 +642500080,20141212T000000,365000.0,4,2.5,2905,4874,2.0,0,0,3,9,2905,0,2003,0,98031,47.4084,-122.169,2900,5271 +1591600527,20150423T000000,333500.0,3,1.5,2230,9120,1.0,0,0,3,7,1390,840,1959,0,98146,47.5008,-122.358,1420,8450 +5587000010,20141120T000000,385000.0,3,2.25,1680,8450,1.0,0,0,3,8,1340,340,1960,0,98177,47.7575,-122.361,1850,8300 +2201500440,20140520T000000,345000.0,3,1.5,1240,11200,1.0,0,0,4,7,1240,0,1954,0,98006,47.5716,-122.138,1240,11008 +7603100095,20141110T000000,1260000.0,3,3.0,3230,8625,2.0,0,3,3,10,2220,1010,1998,0,98116,47.562,-122.404,2330,6022 +9412200080,20140523T000000,440000.0,4,2.5,2560,10400,1.0,0,0,4,7,1280,1280,1965,0,98027,47.5225,-122.04,1740,11050 +7852130080,20140925T000000,444500.0,3,2.5,2600,4724,2.0,0,0,3,7,2600,0,2002,0,98065,47.5359,-121.878,2400,4724 +2923039243,20141113T000000,340000.0,4,1.0,1200,11834,1.0,1,3,3,6,1200,0,1972,0,98070,47.4557,-122.443,1670,47462 +6908200250,20150312T000000,680000.0,4,1.0,1660,6075,1.5,0,0,5,7,1660,0,1915,0,98117,47.6755,-122.403,1810,5400 +3039000010,20140909T000000,420000.0,3,1.75,1140,8558,1.0,0,0,4,7,1140,0,1982,0,98033,47.7027,-122.198,1490,10530 +1657300280,20141229T000000,438500.0,3,2.25,3050,10689,2.0,0,0,4,9,3050,0,1988,0,98092,47.3326,-122.201,2697,10925 +9200000050,20140918T000000,109500.0,2,1.0,800,10625,1.0,0,0,3,6,800,0,1942,0,98168,47.496,-122.317,1130,10625 +7508200080,20150410T000000,461000.0,4,2.75,1700,7495,1.0,0,0,4,7,1200,500,1964,0,98133,47.7589,-122.354,1650,7495 +5454200080,20140811T000000,968000.0,4,1.75,2630,9645,1.0,0,0,4,9,2630,0,1963,0,98040,47.5459,-122.228,2690,10439 +7972601100,20140923T000000,355000.0,3,1.75,1960,7705,1.0,0,0,4,7,980,980,1950,0,98106,47.53,-122.347,1380,4349 +5112800190,20150327T000000,249000.0,3,1.5,1180,11579,1.0,0,0,4,7,1180,0,1962,0,98058,47.4502,-122.089,1780,22486 +984210170,20150326T000000,256500.0,5,2.5,1960,7350,1.0,0,0,4,7,1360,600,1969,0,98058,47.4368,-122.165,1900,7350 +8081500050,20150302T000000,1810000.0,5,2.5,4250,20441,1.0,0,1,4,11,2490,1760,1984,0,98004,47.6377,-122.211,3620,16304 +8731801190,20141223T000000,269000.0,3,2.25,1950,8661,1.0,0,0,4,8,1950,0,1966,0,98023,47.3127,-122.362,1950,8800 +9103000715,20141112T000000,1350000.0,4,3.5,3600,5217,2.0,0,0,3,9,2720,880,1947,2014,98112,47.6189,-122.286,2270,5217 +8732300430,20140620T000000,885000.0,3,2.25,2060,9552,1.0,0,0,4,9,1610,450,1975,0,98040,47.5402,-122.231,2930,11212 +3754700170,20150423T000000,455000.0,3,2.0,1640,9825,1.0,0,0,4,7,1090,550,1971,0,98034,47.7244,-122.2,1500,9750 +2652500795,20140609T000000,980000.0,4,2.5,2730,4800,1.5,0,0,5,8,2230,500,1909,0,98119,47.642,-122.358,2190,4200 +7454000470,20140801T000000,412500.0,3,1.75,1530,6300,1.0,0,0,3,6,1530,0,1942,2004,98126,47.516,-122.375,920,6300 +3630121060,20141217T000000,740000.0,4,3.5,3060,4777,2.0,0,0,3,9,3060,0,2007,0,98029,47.555,-122.0,3060,4935 +1370800825,20140823T000000,1298000.0,4,2.25,2860,5658,2.0,0,3,3,10,2130,730,1933,0,98199,47.6395,-122.409,2700,5221 +4310702759,20150312T000000,326000.0,2,1.5,1030,798,3.0,0,0,3,8,1030,0,2008,0,98103,47.6975,-122.34,1020,1026 +8635750950,20140607T000000,568500.0,4,2.5,2460,4200,2.0,0,0,3,8,2460,0,1998,0,98074,47.6041,-122.02,2460,4200 +3448900420,20140922T000000,620000.0,4,2.5,2500,8282,2.0,0,0,3,9,2500,0,2013,0,98056,47.5127,-122.169,2500,8046 +2113700005,20150417T000000,283000.0,3,1.75,1830,7600,2.0,0,0,3,7,1490,340,1947,0,98106,47.5317,-122.351,1300,4000 +8615800500,20140814T000000,875000.0,6,3.25,2820,4536,2.0,0,0,4,8,1930,890,1917,0,98105,47.6688,-122.309,2820,4536 +9106000005,20150527T000000,1310000.0,4,2.25,3750,5000,2.0,0,0,5,8,2440,1310,1924,0,98115,47.6747,-122.303,2170,4590 +806800420,20141023T000000,289950.0,3,2.5,2070,6145,2.0,0,0,3,7,2070,0,2003,0,98092,47.3357,-122.172,2070,5297 +2787311190,20141114T000000,252500.0,3,2.5,1780,7192,1.0,0,0,4,7,1250,530,1974,0,98031,47.4093,-122.173,1870,8500 +3342102385,20141029T000000,376000.0,4,2.25,2200,6750,1.0,0,0,5,8,1480,720,1959,0,98056,47.5215,-122.202,2710,6750 +7504000290,20140522T000000,635700.0,4,2.5,3240,13978,1.0,0,0,3,9,1860,1380,1977,0,98074,47.6298,-122.057,3150,12767 +8691300500,20141028T000000,710000.0,4,2.5,2880,12349,2.0,0,0,3,10,2880,0,1996,0,98075,47.5879,-121.973,3490,11539 +930000425,20150301T000000,440000.0,3,1.75,1570,5120,1.0,0,2,3,7,980,590,1947,0,98177,47.7166,-122.365,2420,7200 +3291800670,20140630T000000,439000.0,3,2.5,3180,7904,1.0,0,0,3,8,1810,1370,2006,0,98056,47.489,-122.181,1950,7800 +1425059145,20140616T000000,455000.0,2,1.5,1310,12196,1.5,0,0,3,6,1310,0,1970,0,98052,47.6487,-122.122,2970,12196 +4406000050,20140519T000000,225000.0,2,1.0,910,9612,1.0,0,0,4,7,910,0,1981,0,98058,47.4297,-122.152,1410,9611 +1432700420,20140728T000000,250000.0,3,1.0,1460,10914,1.0,0,0,4,7,1460,0,1959,0,98058,47.4511,-122.173,1490,8314 +5561400470,20150407T000000,585000.0,4,3.25,3410,34939,2.0,0,0,4,9,2470,940,1992,0,98027,47.459,-122.003,2450,39045 +8827901350,20150407T000000,685000.0,3,1.75,2720,4720,1.5,0,0,4,7,1580,1140,1925,0,98105,47.6691,-122.29,1660,4640 +6190700284,20140620T000000,420000.0,5,2.75,2280,10319,1.0,0,0,3,8,1300,980,1959,0,98177,47.7566,-122.363,2370,8056 +3644100073,20141122T000000,245000.0,2,1.0,670,1675,1.0,0,0,5,6,670,0,1960,0,98144,47.5918,-122.295,1220,1740 +3223059173,20141104T000000,275000.0,4,2.0,1480,15000,1.0,0,0,4,7,1480,0,1957,0,98055,47.4312,-122.196,1450,8768 +109210460,20141029T000000,270000.0,3,2.0,2330,8000,1.0,0,0,3,7,1390,940,1986,0,98023,47.2958,-122.368,1570,7227 +9106000050,20141021T000000,767250.0,4,3.0,2170,2500,2.0,0,0,3,8,1710,460,1997,0,98115,47.6742,-122.303,2170,4080 +4337600280,20140904T000000,229000.0,3,2.0,1760,9900,1.0,0,0,4,7,1760,0,1943,0,98166,47.4783,-122.338,1190,9900 +3438501100,20150427T000000,400000.0,3,1.0,1240,4000,1.5,0,0,3,8,1240,0,1928,2000,98106,47.5467,-122.359,1200,17707 +7935000280,20140812T000000,2195000.0,5,3.25,5210,35765,2.5,0,4,5,10,4940,270,1911,0,98136,47.5463,-122.397,2590,10250 +7419700010,20140707T000000,665000.0,5,2.0,2800,17788,1.0,0,0,4,8,1400,1400,1963,0,98033,47.6719,-122.163,1760,18282 +1626069102,20150323T000000,500000.0,4,2.25,2060,44431,2.0,0,0,3,7,2060,0,1988,0,98077,47.744,-122.046,2160,45657 +7574000080,20150401T000000,355500.0,5,2.0,2360,19899,1.0,0,0,4,7,2360,0,1968,0,98010,47.3299,-122.046,1860,19998 +3830700010,20141205T000000,369000.0,4,2.5,2370,6557,2.0,0,0,3,9,2370,0,1998,0,98042,47.423,-122.155,2370,7378 +1454100010,20150202T000000,338500.0,2,1.0,720,6050,1.0,0,0,2,5,720,0,1951,0,98125,47.7259,-122.29,1480,7280 +603001045,20150429T000000,256000.0,3,1.0,950,4000,1.0,0,0,3,7,780,170,1949,0,98118,47.5232,-122.284,1230,4000 +2607720440,20150304T000000,470000.0,3,2.5,1980,9725,2.0,0,0,3,8,1980,0,1994,0,98045,47.4856,-121.802,2070,9834 +930000470,20140527T000000,675000.0,3,2.5,2540,7680,2.0,0,1,4,9,2540,0,1940,2001,98177,47.7175,-122.364,2490,7680 +2621750280,20141110T000000,369950.0,4,2.75,2760,7533,1.0,0,0,3,8,1400,1360,1997,0,98042,47.371,-122.108,2340,7943 +7853220470,20140915T000000,615000.0,5,3.5,2950,7980,2.0,0,3,3,9,2350,600,2005,0,98065,47.5339,-121.858,2950,7980 +4139660430,20150505T000000,1200690.0,5,3.0,3640,28531,2.0,0,0,3,10,3640,0,1996,0,98006,47.5502,-122.13,3330,17186 +1338800430,20140728T000000,950000.0,3,1.75,2150,3503,2.0,0,0,3,8,1870,280,1921,0,98112,47.6285,-122.303,3920,6402 +1338800491,20141021T000000,799500.0,4,2.5,2760,5750,2.0,0,0,3,8,2760,0,1993,0,98112,47.627,-122.303,2760,5390 +792000006,20140709T000000,187000.0,2,1.0,840,11600,1.0,0,0,3,6,840,0,1952,0,98168,47.492,-122.302,1610,9120 +7504020670,20140520T000000,598000.0,5,2.25,2890,12478,2.0,0,0,3,9,2890,0,1977,0,98074,47.6295,-122.052,2570,11880 +4017600010,20150417T000000,429950.0,3,2.25,2060,10160,1.0,0,0,4,8,1340,720,1967,0,98155,47.7712,-122.285,2320,11186 +1471701410,20150331T000000,347950.0,5,2.25,1700,13500,1.5,0,0,4,7,1700,0,1962,0,98059,47.4611,-122.067,1810,14550 +3528000470,20140509T000000,851000.0,3,2.5,3560,107290,2.0,0,0,3,10,3560,0,1987,0,98053,47.6652,-122.049,3660,89298 +3192000080,20141029T000000,205000.0,3,1.0,1210,10185,1.0,0,0,3,6,1210,0,1957,0,98146,47.4873,-122.345,1320,10245 +1565100010,20150327T000000,225000.0,3,2.25,1590,9200,1.0,0,0,4,7,1110,480,1979,0,98092,47.2917,-122.184,1880,9200 +9201000460,20141006T000000,705000.0,4,2.25,2620,10536,1.0,0,0,3,8,1520,1100,1979,0,98075,47.5847,-122.075,2760,12431 +323059316,20150505T000000,535000.0,5,2.5,3190,6178,2.0,0,0,3,8,3190,0,2003,0,98059,47.5104,-122.154,2480,7548 +6802200190,20150121T000000,222500.0,3,2.0,1450,9044,2.0,0,0,3,7,1450,0,1990,0,98022,47.1955,-121.987,1450,9044 +1773100430,20150424T000000,313500.0,2,1.5,1270,1282,2.0,0,0,3,8,1000,270,2006,0,98106,47.5581,-122.363,1270,1325 +6137610190,20150317T000000,632000.0,3,2.25,2730,7521,2.0,0,2,3,9,2730,0,1992,0,98011,47.7704,-122.196,2700,8204 +1568100387,20150322T000000,467000.0,3,2.0,1840,3432,2.0,0,0,3,7,1840,0,2012,0,98155,47.7368,-122.295,1280,7573 +3826500290,20150424T000000,339000.0,3,2.25,1970,7210,1.0,0,0,4,8,1380,590,1978,0,98030,47.3821,-122.171,1970,7350 +629410190,20140619T000000,712000.0,3,2.75,3200,6699,2.0,0,0,3,9,3200,0,2004,0,98075,47.5884,-121.991,3020,6699 +4189800050,20140520T000000,335000.0,3,1.0,1060,10050,1.0,0,0,4,7,1060,0,1967,0,98028,47.7355,-122.231,1570,9938 +6126600950,20140717T000000,470000.0,3,3.25,1740,1693,2.0,0,0,3,8,1360,380,2007,0,98116,47.558,-122.382,1130,1626 +5411800250,20140724T000000,367000.0,3,1.0,810,7000,1.0,0,0,3,7,810,0,1968,0,98052,47.6591,-122.134,1820,7589 +7853302140,20140524T000000,440500.0,3,2.5,2460,4399,2.0,0,0,3,7,2460,0,2007,0,98065,47.5415,-121.884,2060,4399 +1423910670,20140527T000000,305000.0,4,1.0,2100,9288,1.0,0,0,4,7,1050,1050,1968,0,98058,47.4558,-122.171,1600,8550 +2301400470,20140908T000000,635000.0,3,1.75,1530,5000,1.0,0,2,3,7,1020,510,1948,0,98117,47.6806,-122.36,1530,5000 +1860600290,20140627T000000,1020000.0,3,2.25,1670,4800,1.5,0,3,3,8,1670,0,1903,0,98119,47.6356,-122.367,2300,4800 +9267200345,20140602T000000,342000.0,2,2.5,1175,1366,2.0,0,0,3,8,740,435,2005,0,98103,47.6962,-122.342,1710,1255 +3826500170,20141111T000000,283000.0,3,2.25,2130,8800,1.0,0,0,3,8,1270,860,1978,0,98030,47.383,-122.168,1960,8075 +9804500420,20150424T000000,430000.0,4,2.75,2470,50123,1.0,0,0,3,8,1280,1190,1978,0,98022,47.2504,-122.0,2200,54520 +2895550190,20140808T000000,245000.0,4,2.5,1700,4268,2.0,0,0,3,7,1700,0,2000,0,98001,47.3303,-122.268,1700,4488 +6699930440,20140605T000000,355500.0,3,2.5,2600,5540,2.0,0,0,3,8,2600,0,2004,0,98038,47.3446,-122.041,2600,5540 +3543900380,20150409T000000,395000.0,3,1.0,1460,5000,1.0,0,0,4,7,1460,0,1934,1960,98115,47.6837,-122.32,1790,4000 +59500050,20141216T000000,324900.0,4,2.25,2010,7280,2.0,0,0,4,8,2010,0,1988,0,98032,47.3585,-122.286,1660,7579 +9274202885,20140508T000000,660000.0,3,1.75,1320,5750,1.5,0,0,5,7,1320,0,1918,0,98116,47.5848,-122.391,1440,5750 +7701930050,20140811T000000,570000.0,3,2.5,3150,20189,2.0,0,0,3,10,3150,0,1990,0,98058,47.447,-122.088,2920,20612 +200800480,20141106T000000,552321.0,3,2.5,1960,8469,2.0,0,0,4,8,1960,0,1984,0,98052,47.7236,-122.105,2040,8189 +3835500005,20140528T000000,1100000.0,2,1.75,2050,11900,1.0,0,0,4,8,2050,0,1950,0,98004,47.6209,-122.219,2980,11900 +9543000896,20140825T000000,237000.0,3,1.5,1800,9216,1.0,0,0,4,7,1800,0,1950,0,98001,47.2739,-122.249,1400,10022 +1090000005,20150504T000000,402000.0,2,1.0,1210,5600,1.5,0,0,3,7,1210,0,1922,0,98136,47.5322,-122.392,1400,5028 +5561000430,20141016T000000,470000.0,3,2.25,1830,39165,1.0,0,0,5,8,1830,0,1963,0,98027,47.4612,-121.992,2020,36184 +1568100670,20150320T000000,395900.0,3,1.75,1880,8706,1.0,0,0,3,7,940,940,1927,0,98155,47.7362,-122.292,1880,7200 +6813600440,20141022T000000,442000.0,2,1.75,860,5535,1.0,0,0,3,7,860,0,1948,0,98103,47.6901,-122.331,1420,4960 +7701990380,20141015T000000,795000.0,4,2.75,2890,16397,2.0,0,0,3,10,2890,0,1997,0,98077,47.7102,-122.072,3170,16397 +7153400010,20140812T000000,190500.0,3,2.0,1390,10155,1.0,0,0,3,7,1130,260,1980,0,98003,47.2575,-122.305,1790,10155 +5608010420,20141120T000000,808000.0,4,2.75,3340,7230,2.0,0,0,3,9,3340,0,1996,0,98027,47.549,-122.096,3230,7529 +9141100073,20140826T000000,500000.0,4,2.5,2040,6685,2.0,0,0,3,8,2040,0,1998,0,98133,47.7413,-122.354,1890,8253 +629400480,20140619T000000,775000.0,4,2.75,3010,15992,2.0,0,0,3,11,3010,0,1996,0,98075,47.5895,-121.994,3330,12333 +9250900104,20141110T000000,300000.0,5,1.75,2110,8500,1.0,0,0,3,7,1100,1010,1962,0,98133,47.7737,-122.35,2020,8500 +9250900104,20150410T000000,496000.0,5,1.75,2110,8500,1.0,0,0,3,7,1100,1010,1962,0,98133,47.7737,-122.35,2020,8500 +5104531700,20140620T000000,448000.0,4,2.5,2510,6853,2.0,0,2,3,9,2510,0,2006,0,98038,47.3547,-122.003,3400,6965 +623039026,20141125T000000,645000.0,2,2.25,2770,11884,1.0,0,3,4,8,1570,1200,1969,0,98070,47.5098,-122.474,2310,17097 +7626200235,20140523T000000,464600.0,3,1.75,1120,5500,1.5,0,0,4,7,1120,0,1925,0,98136,47.5445,-122.391,1490,5500 +7228500425,20140728T000000,590000.0,3,1.0,1530,2370,2.0,0,0,3,8,1530,0,1901,0,98122,47.6108,-122.303,1310,2370 +3332500095,20141007T000000,399000.0,3,2.5,1800,3300,2.0,0,0,3,7,1690,110,2004,0,98118,47.5491,-122.276,1570,3902 +7950300440,20141015T000000,305000.0,2,1.0,1030,6000,1.0,0,0,3,7,1030,0,1925,0,98118,47.5669,-122.283,1510,5000 +8143000280,20141121T000000,478000.0,3,1.75,1210,6175,1.0,0,0,3,7,1210,0,1976,0,98034,47.7291,-122.202,1520,7475 +4045500715,20141217T000000,598800.0,1,1.0,1090,32010,1.0,0,0,4,6,1090,0,1958,0,98014,47.6928,-121.87,1870,25346 +1155620190,20140603T000000,430000.0,4,2.25,1790,7203,1.0,0,0,4,7,1110,680,1973,0,98155,47.7709,-122.294,2270,9000 +3332000715,20140701T000000,433000.0,4,1.5,1550,5053,1.0,0,0,4,7,1180,370,1963,0,98118,47.5499,-122.274,1450,5639 +5113000420,20150320T000000,420000.0,4,2.75,2400,20000,1.0,0,0,3,8,1170,1230,1961,2015,98058,47.4556,-122.087,1690,20000 +3223039181,20140609T000000,585000.0,4,1.75,2470,131790,2.0,0,2,3,8,2470,0,1937,0,98070,47.4421,-122.444,1470,92747 +7399300420,20140818T000000,255000.0,3,1.0,1170,7395,1.0,0,0,4,7,1170,0,1969,0,98055,47.4627,-122.19,1430,7920 +1088400190,20150422T000000,305000.0,3,1.0,1120,10125,1.0,0,0,3,6,1120,0,1961,0,98059,47.4794,-122.078,1120,8820 +1588600177,20150225T000000,396000.0,4,1.0,1040,4420,1.5,0,0,3,6,1040,0,1944,0,98117,47.6945,-122.368,1310,4920 +9264950420,20140508T000000,347500.0,4,2.5,2460,7350,2.0,0,0,3,9,2460,0,1989,0,98023,47.3061,-122.349,2390,8568 +5418650080,20140814T000000,900000.0,4,2.5,3690,11468,2.0,0,0,3,11,3690,0,1987,0,98027,47.5699,-122.092,3370,10751 +9492800020,20140930T000000,425000.0,3,1.75,1960,43332,1.0,0,0,4,7,1400,560,1982,0,98077,47.739,-122.048,2010,44431 +323089173,20140519T000000,429000.0,3,2.5,1920,15124,2.0,0,0,3,8,1920,0,1995,0,98045,47.5015,-121.773,1920,16477 +6821102358,20150224T000000,540000.0,3,2.25,1670,3135,2.0,0,0,3,8,1220,450,2002,0,98199,47.6478,-122.396,1630,1596 +943100689,20150127T000000,324950.0,3,2.0,1340,9750,1.0,0,0,4,7,890,450,1974,0,98024,47.5644,-121.898,1460,12900 +8722100825,20150429T000000,1049000.0,3,2.25,2610,3357,2.0,0,0,4,7,1980,630,1926,0,98112,47.638,-122.306,1940,3357 +4223000280,20141029T000000,221000.0,4,1.75,1540,7200,1.0,0,0,3,7,1260,280,1966,0,98003,47.3424,-122.308,1540,8416 +1454100122,20140611T000000,405000.0,3,2.0,1640,7201,1.0,0,0,3,8,1640,0,1948,0,98125,47.7216,-122.289,1750,7201 +3323500010,20150107T000000,1150000.0,3,2.5,2100,15120,1.0,0,0,4,8,2100,0,1953,0,98004,47.6201,-122.222,3070,16078 +9557300080,20140822T000000,588000.0,4,1.75,1930,7245,1.0,0,0,4,8,1510,420,1972,0,98008,47.6396,-122.112,1880,7245 +6306100080,20140909T000000,234950.0,3,2.0,1430,10850,1.0,0,0,3,7,1430,0,1994,0,98001,47.2671,-122.233,1610,8015 +5700001100,20141007T000000,580000.0,4,1.5,2430,4995,1.5,0,0,4,7,1730,700,1928,0,98144,47.5782,-122.292,2240,5000 +6187500080,20140716T000000,637000.0,5,3.0,2460,7240,1.0,0,0,3,9,1840,620,1991,0,98006,47.5486,-122.189,2530,7885 +7369600080,20141030T000000,704000.0,4,2.25,2490,6973,1.0,0,0,4,8,1490,1000,1953,0,98199,47.6516,-122.409,1780,5612 +1623049145,20140925T000000,210000.0,2,1.0,880,9750,1.0,0,0,5,6,880,0,1938,0,98168,47.4885,-122.298,1220,9406 +2877102330,20140516T000000,772000.0,4,2.5,2110,3750,2.0,0,0,3,8,2110,0,2000,0,98117,47.6789,-122.363,1700,5000 +546001060,20150427T000000,763000.0,4,1.75,1850,4388,2.0,0,0,5,8,1850,0,1941,0,98117,47.6885,-122.381,1410,4107 +2822059091,20150218T000000,213500.0,2,1.5,2060,7713,1.5,0,0,4,7,2060,0,1930,0,98030,47.3722,-122.185,1780,7713 +3971701300,20141220T000000,255000.0,2,1.0,1360,9367,1.0,0,0,4,6,680,680,1924,0,98155,47.7689,-122.315,1360,7543 +1732600050,20141017T000000,423500.0,3,2.0,2000,10490,1.0,0,0,3,8,1430,570,1978,0,98033,47.6976,-122.166,1530,7659 +3585900430,20141222T000000,520000.0,3,1.5,1810,18483,1.0,0,0,3,8,1810,0,1954,0,98177,47.7617,-122.378,2920,20279 +6791000050,20140908T000000,550000.0,3,2.75,2230,14400,1.0,0,0,4,8,1460,770,1977,0,98075,47.5791,-122.048,2200,13280 +1818800289,20150121T000000,795000.0,3,2.75,1820,7517,1.0,0,0,3,9,1820,0,1997,0,98116,47.5705,-122.406,2540,8035 +2738600080,20140815T000000,495000.0,4,3.0,2740,2811,2.0,0,0,3,8,2240,500,2003,0,98072,47.7738,-122.158,2740,3596 +1310440950,20150302T000000,455000.0,4,2.5,2710,6558,2.0,0,0,3,9,2710,0,1997,0,98058,47.434,-122.109,2710,7635 +1322049150,20150305T000000,85000.0,2,1.0,910,9753,1.0,0,0,3,5,910,0,1947,0,98032,47.3897,-122.236,1160,7405 +7200080,20141104T000000,239000.0,4,2.0,1980,10585,1.5,0,0,2,6,1980,0,1924,0,98055,47.4836,-122.214,1360,7810 +1788800080,20140730T000000,184900.0,3,1.0,1040,10080,1.0,0,0,3,6,1040,0,1959,0,98023,47.329,-122.343,1000,8736 +1328320920,20150421T000000,386000.0,4,2.25,2810,8560,1.0,0,0,3,8,1610,1200,1979,0,98058,47.4437,-122.124,2400,7600 +7283900185,20140604T000000,415000.0,4,2.5,2000,5962,2.0,0,0,3,8,2000,0,1999,0,98133,47.7695,-122.35,1790,10500 +8685500020,20150512T000000,387000.0,3,1.0,1530,6372,1.0,0,0,3,7,1210,320,1962,0,98118,47.535,-122.289,1960,6426 +1338800425,20150304T000000,2140000.0,6,4.0,5110,7128,2.5,0,0,4,11,5110,0,1906,0,98112,47.6285,-122.304,4110,6480 +282500010,20150107T000000,685000.0,4,2.25,3133,16197,2.0,0,0,3,9,2533,600,1965,2010,98166,47.4255,-122.338,3090,15588 +798000630,20141031T000000,340000.0,4,2.5,2020,32710,1.0,0,0,3,7,1070,950,1941,0,98168,47.4969,-122.33,1340,17700 +5583200345,20150511T000000,422000.0,2,1.0,750,4000,1.0,0,0,4,6,750,0,1926,0,98118,47.5547,-122.272,1120,5038 +1036100130,20140808T000000,442000.0,3,2.5,1980,39932,2.0,0,0,3,8,1980,0,1994,0,98011,47.7433,-122.196,2610,12769 +795002375,20140527T000000,280000.0,3,1.0,1200,6250,1.0,0,0,3,6,920,280,1943,0,98168,47.5095,-122.331,1280,9375 +1245000461,20140703T000000,1150000.0,5,2.5,3580,8921,2.0,0,0,3,9,3580,0,2000,0,98033,47.693,-122.202,2710,9308 +6802200280,20141110T000000,279000.0,3,2.5,2010,11618,2.0,0,0,3,7,2010,0,1990,0,98022,47.1956,-121.985,1550,9354 +9521100795,20140623T000000,569000.0,4,2.0,1730,3884,1.0,0,0,5,7,1060,670,1924,0,98103,47.6624,-122.349,1360,3563 +4039800080,20140529T000000,1355000.0,5,3.5,5960,13703,2.0,0,2,3,10,4770,1190,1984,0,98008,47.6151,-122.107,2810,17320 +6146600595,20150410T000000,209950.0,2,1.0,860,5080,1.0,0,0,3,7,860,0,1960,0,98032,47.39,-122.236,1250,6477 +6380500151,20150317T000000,468000.0,3,1.5,1370,7697,1.0,0,0,3,7,1370,0,1939,0,98177,47.7153,-122.361,1370,7697 +8643000185,20150430T000000,237100.0,3,1.75,1360,9603,1.0,0,0,3,7,1360,0,1963,0,98198,47.3959,-122.309,2240,10605 +7212650950,20140708T000000,336000.0,4,2.5,2530,8169,2.0,0,0,3,8,2530,0,1993,0,98003,47.2634,-122.312,2220,8013 +357000005,20141222T000000,500000.0,4,2.0,1680,3813,2.0,0,0,4,7,1680,0,1900,0,98144,47.593,-122.293,2540,3996 +5648600010,20150426T000000,290000.0,3,2.5,1580,6860,2.0,0,0,3,7,1580,0,1995,0,98055,47.4447,-122.188,1580,7050 +2818600010,20150314T000000,1185000.0,7,3.5,3890,8342,2.0,0,4,3,9,2840,1050,1968,0,98117,47.7011,-122.392,2870,8342 +9842300095,20140725T000000,365000.0,5,2.0,1600,4168,1.5,0,0,3,7,1600,0,1927,0,98126,47.5297,-122.381,1190,4168 +3977630130,20150325T000000,146300.0,3,1.0,1200,9668,1.0,0,0,5,6,1200,0,1975,0,98092,47.3156,-122.128,1200,9800 +5160300020,20140609T000000,554000.0,3,1.75,1760,10780,1.0,0,0,3,8,1760,0,1977,0,98005,47.5938,-122.154,2090,10780 +3754700050,20140618T000000,424000.0,3,2.0,1670,7700,1.0,0,0,3,7,1170,500,1972,0,98034,47.725,-122.2,1500,7875 +629860010,20150429T000000,1348000.0,4,3.5,4640,9827,2.0,0,2,3,10,3210,1430,2007,0,98027,47.5524,-122.078,3810,8207 +446000010,20141119T000000,508500.0,4,1.5,1800,6750,1.5,0,0,4,7,1800,0,1950,0,98115,47.6868,-122.285,1420,5900 +8562000010,20150501T000000,244500.0,3,1.75,1210,8864,1.0,0,0,3,7,1210,0,1985,0,98042,47.3639,-122.08,1510,8062 +646910480,20141120T000000,206000.0,2,2.5,1280,1566,2.0,0,0,3,7,1280,0,2005,0,98055,47.4336,-122.195,1460,1845 +868000415,20140905T000000,643500.0,3,2.0,1650,7104,2.0,0,0,3,8,1650,0,1945,1986,98177,47.7053,-122.374,1730,7104 +1826049430,20140520T000000,372500.0,4,1.75,1590,10523,2.0,0,0,4,7,1590,0,1922,0,98133,47.7358,-122.342,1610,8568 +2769600190,20140715T000000,630000.0,5,2.0,1900,5000,1.0,0,2,3,8,1720,180,1957,0,98107,47.6735,-122.362,1770,5000 +3630070280,20140710T000000,418000.0,2,2.5,1500,3608,2.0,0,0,3,8,1500,0,2005,0,98029,47.5472,-121.994,2080,2686 +8944460190,20150225T000000,425000.0,4,2.5,2689,6688,2.0,0,0,3,9,2689,0,2006,0,98030,47.3803,-122.184,2665,5700 +3630180470,20150205T000000,800000.0,4,2.75,3250,5500,2.0,0,0,3,9,3250,0,2007,0,98027,47.5398,-121.997,3920,6000 +6099400293,20141208T000000,208000.0,2,1.0,960,13438,1.0,0,0,3,7,960,0,1951,0,98168,47.4745,-122.295,1630,11656 +6791000280,20140714T000000,476000.0,3,1.75,1650,9600,1.0,0,0,4,7,1650,0,1977,0,98075,47.5779,-122.044,2040,12220 +7796450190,20150202T000000,277500.0,3,2.5,1690,5171,2.0,0,0,3,8,1690,0,2003,0,98023,47.2779,-122.347,2550,5025 +2294900010,20140813T000000,478000.0,3,1.75,2790,36585,1.0,0,0,4,8,1410,1380,1970,0,98027,47.4734,-121.999,1900,45302 +1186000095,20140708T000000,890000.0,4,2.75,2310,4020,3.0,0,0,5,8,2310,0,1979,0,98122,47.6154,-122.291,2270,3750 +2770601763,20150323T000000,450000.0,3,3.5,1790,1288,3.0,0,0,3,8,1390,400,2000,0,98199,47.651,-122.384,1560,1426 +3392100050,20140625T000000,205000.0,3,1.0,1230,8750,1.0,0,0,3,6,1230,0,1965,0,98003,47.3266,-122.334,1230,8750 +2878600655,20140718T000000,665000.0,3,2.0,1620,2640,1.5,0,0,5,8,1620,0,1929,0,98115,47.6884,-122.322,1470,4080 +3299200080,20141003T000000,518000.0,4,2.75,2440,12051,1.0,0,0,5,8,1440,1000,1966,0,98133,47.7456,-122.351,2030,8006 +2564900020,20140924T000000,465000.0,4,2.25,2100,7350,2.0,0,0,3,8,2100,0,1979,0,98033,47.7019,-122.171,1780,7350 +2111010080,20140617T000000,330000.0,3,2.5,3040,7232,2.0,0,0,3,7,3040,0,2003,0,98092,47.3355,-122.168,2760,6926 +6669080020,20141226T000000,449400.0,4,3.0,2490,5064,2.0,0,0,3,7,2490,0,2007,0,98056,47.5139,-122.189,2470,5064 +8682300010,20150206T000000,829000.0,3,2.75,2690,10443,1.0,0,0,3,9,2690,0,2007,0,98053,47.7185,-122.024,1440,4185 +1974200020,20150220T000000,450000.0,4,1.75,2190,9752,1.0,0,0,3,8,2190,0,1964,0,98034,47.7108,-122.239,2040,9964 +3211000190,20141001T000000,310000.0,3,1.75,1490,9120,1.0,0,0,5,7,1490,0,1959,0,98059,47.4806,-122.163,1340,8040 +6354000050,20140908T000000,615000.0,3,2.25,2530,45234,2.0,0,0,4,9,2530,0,1985,0,98072,47.7221,-122.12,3110,35617 +625049153,20140603T000000,605000.0,3,2.0,2060,4040,1.0,0,0,4,8,1120,940,1947,0,98103,47.6798,-122.352,1500,4000 +5561000190,20140502T000000,437500.0,3,2.25,1970,35100,2.0,0,0,4,9,1970,0,1977,0,98027,47.4635,-121.991,2340,35100 +4449800595,20140922T000000,545000.0,3,1.75,1400,4000,1.5,0,0,4,7,1400,0,1925,0,98117,47.6902,-122.388,1050,4330 +1115750190,20140717T000000,770000.0,3,2.5,3680,35617,1.0,0,0,3,10,2390,1290,1985,0,98052,47.7213,-122.12,3570,35633 +8644300170,20140703T000000,600000.0,5,2.25,3000,13899,2.0,0,0,4,8,3000,0,1975,0,98052,47.6373,-122.105,2270,10763 +9523102660,20140513T000000,560000.0,3,1.0,1440,5000,2.0,0,0,3,7,1440,0,1910,0,98103,47.6741,-122.354,1850,4500 +1630700380,20150130T000000,1920000.0,5,5.75,7730,230868,2.0,0,0,3,12,6660,1070,2004,0,98077,47.7615,-122.084,2660,39292 +7588700007,20141124T000000,457000.0,3,1.0,1170,3348,1.5,0,0,4,7,1170,0,1924,0,98117,47.687,-122.378,1590,4219 +3501600235,20140505T000000,585000.0,2,1.0,1770,8640,1.5,0,0,3,6,1520,250,1949,0,98117,47.6926,-122.363,1060,4804 +9545230280,20140507T000000,560000.0,3,2.0,1860,13374,1.0,0,0,3,8,1860,0,1985,0,98027,47.5397,-122.054,1960,9797 +7905200130,20150405T000000,345000.0,2,1.0,770,3008,1.0,0,0,4,5,770,0,1917,0,98116,47.5686,-122.389,1550,4563 +2742100250,20140720T000000,550000.0,4,3.5,3820,17745,2.0,0,2,3,8,2440,1380,1955,0,98108,47.557,-122.295,2520,9640 +5104540500,20140624T000000,589950.0,4,2.5,3190,8195,2.0,0,0,3,10,3190,0,2006,0,98038,47.3555,-122.003,3400,7607 +638100073,20140602T000000,327000.0,3,1.5,1320,13200,1.0,0,0,3,7,1320,0,1970,0,98059,47.5009,-122.143,1730,13200 +3022039071,20140530T000000,800000.0,2,2.25,1730,31491,2.0,1,2,4,7,1730,0,1947,1988,98070,47.373,-122.464,1400,12410 +3426079024,20140521T000000,150000.0,3,1.0,1010,25000,1.0,0,0,3,6,1010,0,1966,0,98014,47.6927,-121.901,2020,101494 +2767604254,20140603T000000,425000.0,2,2.5,1140,1182,3.0,0,0,3,8,1140,0,2007,0,98107,47.6713,-122.383,1290,1189 +1138010170,20140801T000000,350000.0,3,1.0,860,7030,1.0,0,0,3,7,860,0,1973,0,98034,47.7151,-122.211,1360,7500 +9407100500,20150311T000000,273000.0,3,1.75,1540,10545,2.0,0,0,4,6,1540,0,1978,0,98045,47.4451,-121.763,1540,10000 +191100250,20150320T000000,750000.0,4,2.25,2160,9525,1.0,0,0,3,8,1080,1080,1961,0,98040,47.5651,-122.221,2780,9525 +1557000190,20141009T000000,240000.0,3,1.5,1450,9477,1.0,0,0,4,7,1450,0,1963,0,98031,47.4215,-122.203,1460,9477 +8732020670,20150320T000000,400000.0,3,1.75,1830,9620,1.0,0,0,4,8,1830,0,1978,0,98023,47.3123,-122.389,1990,8280 +5029450290,20141003T000000,230000.0,3,1.5,1630,6625,1.0,0,0,5,7,980,650,1980,0,98023,47.29,-122.368,1440,7145 +8035600290,20150413T000000,372000.0,4,2.5,2500,8215,2.0,0,0,3,8,2500,0,1990,0,98031,47.4124,-122.204,2360,7801 +6450301835,20140705T000000,459500.0,3,1.75,1470,4950,1.0,0,0,3,7,1030,440,1984,0,98133,47.7325,-122.337,1100,5250 +6388930420,20140805T000000,582000.0,3,2.5,2380,19860,2.0,0,0,4,8,2380,0,1995,0,98056,47.5255,-122.173,2450,10220 +2296700470,20141106T000000,465000.0,4,2.5,2170,7700,1.0,0,0,3,7,1420,750,1969,0,98034,47.7216,-122.219,1710,7770 +1473120190,20140530T000000,386000.0,3,2.0,2120,7560,1.0,0,0,3,9,2120,0,1991,0,98058,47.435,-122.16,2660,7700 +11200290,20140609T000000,546000.0,3,2.5,1530,3464,2.0,0,0,3,8,1530,0,1998,0,98007,47.6179,-122.141,1530,3446 +5530000050,20141027T000000,278000.0,3,1.75,2710,9088,1.0,0,0,4,7,2060,650,1965,0,98001,47.3073,-122.272,1690,10454 +7853220670,20140918T000000,540000.0,3,2.5,2860,8935,2.0,0,0,3,8,2860,0,2004,0,98065,47.5336,-121.855,2650,6167 +3124089049,20141208T000000,529000.0,4,1.75,2800,90169,2.0,0,0,3,7,2800,0,1934,1985,98065,47.5204,-121.829,1600,27194 +868000305,20140617T000000,554000.0,4,1.0,1120,7104,1.5,0,0,3,7,1120,0,1946,0,98177,47.7055,-122.372,1370,7104 +1311200380,20140827T000000,210000.0,3,1.0,1730,7210,1.0,0,0,3,7,1430,300,1963,0,98001,47.3404,-122.28,1820,7210 +9197100101,20150504T000000,225000.0,2,1.0,1010,5408,1.0,0,0,4,6,1010,0,1926,0,98032,47.3759,-122.238,980,7800 +6646200280,20140715T000000,561600.0,4,2.5,2350,6624,2.0,0,0,3,9,2350,0,1990,0,98074,47.6262,-122.045,2590,11240 +7116500920,20140520T000000,300000.0,6,5.25,2860,5682,2.0,0,0,3,7,2860,0,1978,0,98002,47.303,-122.221,1390,5956 +1068000255,20140827T000000,1650000.0,4,3.5,4285,9567,2.0,0,1,5,10,3485,800,1946,0,98199,47.6434,-122.409,2960,6902 +1240700170,20140609T000000,1017100.0,4,3.75,4060,19290,2.0,0,0,3,10,4060,0,2002,0,98074,47.6051,-122.053,4020,13250 +4031000250,20140626T000000,150000.0,3,1.0,1310,9612,1.0,0,0,3,7,960,350,1962,0,98001,47.2958,-122.285,1310,9812 +7625703260,20140924T000000,400950.0,2,1.75,2320,6250,1.0,0,0,3,7,1400,920,1948,0,98136,47.5468,-122.386,1420,6250 +8651580660,20150121T000000,620000.0,4,2.25,2210,8101,2.0,0,0,3,9,2210,0,1985,0,98074,47.6475,-122.07,2330,8842 +6117500980,20140818T000000,449000.0,4,2.75,2090,14141,1.5,0,0,4,8,1680,410,1941,0,98166,47.4333,-122.347,1990,12920 +9547205380,20140728T000000,630000.0,4,2.5,2240,4025,1.0,0,2,3,7,1250,990,1926,2005,98115,47.6818,-122.311,1380,3500 +414100280,20150414T000000,336000.0,2,1.0,1180,7200,1.0,0,0,4,6,1180,0,1949,0,98133,47.7475,-122.342,1180,7200 +321059091,20140605T000000,299950.0,4,1.75,1560,31299,1.0,0,0,4,7,1560,0,1965,0,98092,47.3384,-122.164,2460,44907 +7772000010,20150309T000000,352500.0,4,2.0,1970,7451,1.0,0,0,3,8,1350,620,1962,0,98133,47.765,-122.335,1980,7510 +7200179,20141016T000000,150000.0,2,1.0,840,12750,1.0,0,0,3,6,840,0,1925,0,98055,47.484,-122.211,1480,6969 +7200179,20150424T000000,175000.0,2,1.0,840,12750,1.0,0,0,3,6,840,0,1925,0,98055,47.484,-122.211,1480,6969 +8029500380,20140731T000000,305000.0,3,2.0,1830,10873,1.0,0,0,3,8,1830,0,1989,0,98023,47.3066,-122.394,2490,8976 +825059178,20140923T000000,2574000.0,4,3.75,4475,20424,2.0,1,4,3,12,2659,1816,1999,0,98033,47.6646,-122.208,4340,5250 +6021502750,20140715T000000,607500.0,3,1.5,1800,4700,1.0,0,0,3,7,1200,600,1941,0,98117,47.6858,-122.385,1580,4700 +9268200380,20141118T000000,505000.0,2,1.0,1250,5040,1.0,0,0,3,7,950,300,1920,0,98117,47.6959,-122.365,1290,5040 +2008000420,20141027T000000,280500.0,3,1.75,2440,10179,1.0,0,0,4,7,1220,1220,1962,0,98198,47.4118,-122.314,1650,9711 +8914100170,20140731T000000,610000.0,3,2.5,2910,12283,2.0,0,2,3,10,2910,0,1993,0,98058,47.4602,-122.152,2680,22499 +6654700250,20140812T000000,381000.0,5,2.75,3060,6895,2.0,0,0,3,8,3060,0,2003,0,98042,47.3809,-122.098,2590,6895 +6139800430,20140522T000000,482000.0,5,2.25,2230,9600,1.0,0,0,3,8,1320,910,1978,0,98077,47.7466,-122.076,2080,9760 +9477201470,20141022T000000,379950.0,3,1.0,1270,6900,1.0,0,0,3,7,1270,0,1977,0,98034,47.7279,-122.192,1480,7280 +3025300095,20141009T000000,2500000.0,4,4.5,4300,19844,2.0,0,0,3,11,4300,0,1985,1999,98039,47.6218,-122.237,3070,19845 +3211290050,20140623T000000,425000.0,3,2.25,1580,39189,1.0,0,0,3,7,1180,400,1992,0,98053,47.6365,-121.972,1580,29649 +7511200190,20140910T000000,580000.0,4,2.25,2570,36465,2.0,0,0,4,8,2570,0,1980,0,98053,47.6555,-122.042,2390,41454 +5739601300,20150330T000000,605000.0,2,1.0,860,6510,1.0,0,0,3,7,860,0,1952,0,98004,47.6021,-122.202,1740,10800 +3278602660,20140520T000000,194000.0,1,1.0,820,1060,1.0,0,0,3,8,760,60,2007,0,98126,47.5472,-122.372,1770,1853 +8078410250,20150401T000000,546200.0,4,2.25,2090,8579,2.0,0,0,3,8,2090,0,1987,0,98074,47.6364,-122.03,1850,8843 +2798000020,20140815T000000,1395000.0,4,3.5,3560,16782,2.0,0,0,3,10,2560,1000,2014,0,98040,47.5569,-122.225,3100,18047 +2739200050,20150403T000000,315000.0,3,1.75,1860,9629,1.0,0,0,4,7,1240,620,1961,0,98059,47.4913,-122.143,1940,9629 +9278200095,20141217T000000,465000.0,3,1.5,900,8690,1.5,0,0,5,6,900,0,1941,0,98116,47.5751,-122.393,1000,6150 +3222079120,20141001T000000,330000.0,2,1.0,1160,32251,1.0,0,0,3,6,580,580,1963,2000,98010,47.3537,-121.939,1160,33656 +4401200010,20140808T000000,795000.0,4,2.75,3100,7501,2.0,0,0,3,10,3100,0,1998,0,98052,47.6859,-122.109,3140,8672 +2473250280,20140826T000000,265000.0,4,2.25,2300,9100,1.0,0,0,3,7,1280,1020,1977,0,98058,47.4576,-122.16,1640,9100 +4441300170,20150112T000000,1300000.0,4,2.5,3110,11857,2.0,0,4,3,11,2040,1070,1990,0,98117,47.6952,-122.402,3110,11570 +723049530,20150505T000000,126500.0,3,1.0,1130,12212,1.0,0,0,3,6,1130,0,1942,0,98146,47.4952,-122.34,1190,9240 +6752510010,20140805T000000,760000.0,4,2.5,2920,7901,2.0,0,0,3,9,2920,0,2004,0,98052,47.7036,-122.125,3020,7900 +955000430,20140903T000000,540000.0,2,1.25,1230,1569,2.0,0,0,3,9,1050,180,2009,0,98112,47.6193,-122.304,1100,1230 +8663100050,20140519T000000,446000.0,5,2.75,2190,12687,1.0,0,0,5,7,1370,820,1978,0,98028,47.7762,-122.257,2280,10784 +226109056,20150326T000000,170000.0,1,0.75,850,5600,1.0,0,2,3,6,850,0,1903,1994,98019,47.7654,-121.48,900,12250 +2558600130,20141023T000000,379000.0,3,2.5,1500,7420,1.0,0,0,3,7,1000,500,1972,0,98034,47.7236,-122.174,1840,7272 +8823900290,20150317T000000,1400000.0,9,4.0,4620,5508,2.5,0,0,3,11,3870,750,1915,0,98105,47.6684,-122.309,2710,4320 +8691400080,20140620T000000,800000.0,4,2.75,3150,7035,2.0,0,0,3,9,3150,0,2004,0,98075,47.5979,-121.974,3200,7035 +621069102,20150316T000000,260000.0,3,1.0,1300,10139,1.0,0,0,3,7,1300,0,1962,2007,98042,47.3427,-122.087,1260,10139 +5456000280,20150310T000000,820000.0,5,2.5,3160,8000,1.0,0,0,4,7,1580,1580,1960,0,98040,47.5735,-122.208,2440,8079 +2891400380,20150414T000000,449950.0,3,1.75,2070,96703,1.0,0,3,4,7,2070,0,1999,0,98092,47.2853,-122.008,1820,117612 +2297400020,20140902T000000,392000.0,3,2.25,1790,7125,1.0,0,0,3,7,1220,570,1974,0,98034,47.7184,-122.226,2040,7950 +7215721350,20150422T000000,465000.0,3,2.5,1650,4636,2.0,0,0,3,8,1650,0,1999,0,98075,47.5997,-122.016,1650,4504 +5490210670,20140822T000000,449950.0,4,2.5,2070,7312,1.0,0,0,4,7,1230,840,1977,0,98052,47.6958,-122.12,1770,7668 +6431500122,20150428T000000,520000.0,3,1.5,1580,8841,1.5,0,0,5,7,1180,400,1923,0,98103,47.6931,-122.352,1580,7512 +3376600170,20140828T000000,546800.0,4,2.25,2170,10000,1.0,0,0,3,8,1420,750,1975,0,98008,47.6219,-122.109,2390,11000 +8861000235,20150324T000000,825000.0,4,2.75,2220,11925,1.0,0,0,3,7,1560,660,1953,1985,98004,47.6381,-122.205,2500,11377 +2881700231,20150422T000000,337000.0,3,1.75,1440,11364,1.0,0,0,3,7,1440,0,1985,0,98155,47.743,-122.328,1950,9390 +534000080,20140611T000000,333000.0,2,1.0,720,6686,1.0,0,0,3,6,720,0,1942,0,98117,47.7003,-122.362,1200,6686 +6371000020,20141111T000000,380000.0,2,2.0,1120,780,2.0,0,0,3,8,760,360,2004,0,98116,47.5788,-122.41,1120,1322 +7212651440,20150428T000000,280000.0,3,2.5,1970,8426,2.0,0,0,3,8,1970,0,1992,0,98003,47.2674,-122.306,1970,9197 +7575500080,20141120T000000,202000.0,3,1.5,1420,9081,1.0,0,0,4,6,1420,0,1990,0,98022,47.1948,-121.999,1090,8410 +7197800020,20150427T000000,585000.0,4,2.5,2250,4119,2.0,0,0,3,8,2250,0,2001,0,98075,47.5973,-122.034,2290,3115 +5592900285,20141104T000000,435000.0,4,2.0,2630,9663,1.0,0,1,4,8,1330,1300,1956,0,98056,47.4841,-122.19,1900,8894 +525069127,20140523T000000,1200000.0,4,3.5,4740,172497,2.0,0,0,3,11,4740,0,2003,0,98053,47.6779,-122.075,2120,49658 +2460900010,20140924T000000,364000.0,2,2.25,1280,2574,2.0,0,0,3,7,1280,0,1992,0,98144,47.5939,-122.302,1250,3960 +1566100595,20140514T000000,300000.0,3,1.0,1260,8280,1.0,0,0,3,6,1260,0,1946,0,98115,47.7,-122.299,2100,8280 +8682291680,20150317T000000,558000.0,2,1.75,1930,4601,1.0,0,0,3,8,1930,0,2006,0,98053,47.7196,-122.022,1670,4500 +7841300285,20140811T000000,199950.0,1,1.5,1048,4800,1.0,0,0,3,7,1048,0,1942,0,98055,47.4759,-122.212,950,4800 +6071700020,20140827T000000,515000.0,3,2.25,1640,8400,1.0,0,0,4,8,1640,0,1962,0,98006,47.5484,-122.172,2110,8400 +4315700275,20141107T000000,590000.0,4,2.5,2380,4950,2.0,0,0,3,8,2380,0,2004,0,98136,47.5382,-122.391,1370,5120 +2330000130,20140723T000000,813500.0,4,2.0,2530,15520,1.0,0,0,5,8,2220,310,1964,0,98005,47.613,-122.167,2500,13300 +1246700103,20150423T000000,725000.0,4,2.5,2700,25870,2.0,0,0,4,8,2700,0,1992,0,98033,47.6934,-122.161,1540,20720 +7504200250,20150428T000000,490000.0,3,2.25,2330,3600,1.5,0,0,3,8,2330,0,1971,0,98074,47.631,-122.061,2050,4275 +3797310010,20140827T000000,277000.0,3,2.25,2160,9612,2.0,0,0,3,7,2160,0,1994,0,98022,47.1927,-122.011,1970,9247 +4058000010,20140509T000000,325000.0,4,1.5,1470,70800,1.0,0,0,3,7,1470,0,1976,0,98010,47.3458,-121.948,1810,72337 +3888100022,20140925T000000,649800.0,4,2.5,2280,9827,2.0,0,0,3,8,2280,0,1995,0,98033,47.6883,-122.168,1660,9827 +1934800022,20140723T000000,425000.0,3,1.0,1280,3200,1.5,0,0,3,7,1280,0,1903,0,98122,47.6029,-122.307,1320,1676 +3501100280,20150329T000000,460000.0,2,1.0,850,4650,1.0,0,0,3,7,850,0,1975,0,98117,47.6926,-122.365,980,4700 +2725069108,20140805T000000,750000.0,3,3.25,4610,81935,2.0,0,0,4,9,4610,0,1984,0,98074,47.6217,-122.021,2900,43500 +126039413,20140710T000000,469000.0,5,2.5,2690,11745,1.0,0,0,3,8,1790,900,1960,0,98177,47.7708,-122.362,2670,7905 +461001435,20140610T000000,566000.0,4,1.75,2440,5000,1.0,0,0,3,8,1340,1100,1954,0,98117,47.6823,-122.371,2170,5000 +6403500290,20140502T000000,407500.0,3,2.5,1930,10460,2.0,0,0,3,8,1930,0,1996,0,98059,47.4938,-122.161,2290,8228 +2826049108,20141028T000000,353500.0,2,1.0,800,8775,1.0,0,0,3,6,800,0,1942,0,98125,47.7171,-122.307,1470,8976 +1823069102,20140508T000000,524000.0,3,2.25,2430,73151,1.0,0,0,3,8,2430,0,1974,0,98059,47.4749,-122.092,2800,39250 +4233400280,20140822T000000,264950.0,4,2.5,1990,9656,2.0,0,0,3,7,1990,0,1994,0,98010,47.3125,-121.998,1500,9656 +1088800470,20141028T000000,547500.0,3,2.5,2550,10355,2.0,0,0,3,9,2550,0,1990,0,98011,47.739,-122.203,2550,10084 +2025701060,20141117T000000,264500.0,3,2.25,1370,7087,2.0,0,0,3,7,1370,0,1993,0,98038,47.3504,-122.035,1400,6600 +7922900250,20140520T000000,507500.0,3,2.0,2020,8118,1.0,0,0,3,7,1020,1000,1963,0,98008,47.5866,-122.118,1670,8118 +6372000280,20141008T000000,560000.0,3,3.5,1560,2198,2.0,0,0,3,8,1180,380,2006,0,98116,47.5812,-122.403,1550,1467 +1424130050,20141216T000000,995000.0,5,4.0,5610,22529,2.0,0,0,3,11,4090,1520,1996,0,98072,47.7239,-122.092,3860,24751 +7942601435,20150324T000000,835000.0,6,2.0,3560,5120,2.5,0,2,3,9,3560,0,1900,0,98122,47.6056,-122.311,2130,5120 +3959401284,20140626T000000,440000.0,3,1.5,2120,6290,1.0,0,0,4,8,1220,900,1949,0,98108,47.5658,-122.318,1620,5400 +1370802335,20140728T000000,1015000.0,3,2.5,2920,5629,1.0,0,2,5,8,1460,1460,1955,0,98199,47.642,-122.405,2380,5000 +4058801680,20140523T000000,300000.0,2,1.0,1340,7788,1.0,0,2,3,7,1340,0,1947,0,98178,47.5094,-122.244,2550,7788 +3501100050,20141210T000000,125000.0,3,1.0,1230,4800,1.5,0,0,1,6,1230,0,1916,0,98117,47.6941,-122.365,1230,4800 +1231000895,20141105T000000,986000.0,4,3.5,2840,5900,2.0,0,0,3,10,1920,920,1910,2008,98118,47.5543,-122.268,1300,4900 +7129300500,20140812T000000,315000.0,4,2.5,2080,5650,1.0,0,0,3,7,1680,400,1950,0,98178,47.5107,-122.257,1270,5650 +6752600050,20140812T000000,320000.0,4,2.5,2070,7007,2.0,0,0,3,7,2070,0,1996,0,98031,47.3968,-122.171,2130,8100 +3303990380,20141204T000000,972000.0,4,3.25,4010,13797,2.0,0,0,3,11,4010,0,2003,0,98059,47.5229,-122.152,3980,12120 +2579500006,20140909T000000,760000.0,3,2.5,2190,10000,1.0,0,0,4,7,1540,650,1957,0,98040,47.5419,-122.214,2880,11782 +3365900462,20140903T000000,265000.0,4,3.0,1730,7264,2.0,0,0,3,6,1730,0,1920,0,98168,47.4738,-122.264,1500,12104 +2695600130,20141118T000000,355000.0,2,1.0,1250,4558,1.0,0,0,3,7,1250,0,1948,0,98126,47.5318,-122.379,1180,4494 +3438501700,20140827T000000,300000.0,3,1.0,1300,20812,1.0,0,0,3,6,1300,0,1927,0,98106,47.5435,-122.359,1210,17340 +3876311350,20140826T000000,474950.0,5,2.5,2080,8347,1.0,0,0,4,7,1460,620,1975,0,98034,47.7334,-122.168,1840,7713 +4046710050,20140827T000000,470000.0,4,2.0,2180,17180,2.0,0,0,4,7,2180,0,1977,0,98014,47.698,-121.92,1880,14043 +1725059259,20141125T000000,437500.0,3,1.0,1630,16393,1.0,0,0,3,7,1630,0,1969,0,98033,47.6576,-122.186,1880,23497 +7518503220,20141028T000000,520000.0,2,1.5,1840,3825,1.0,0,0,3,8,1040,800,1928,0,98117,47.6808,-122.38,1290,5100 +3445000005,20141117T000000,237600.0,2,1.0,1370,11584,1.0,0,0,4,6,1370,0,1950,0,98198,47.4224,-122.293,1330,8012 +3530420020,20140711T000000,162950.0,2,1.0,950,2784,1.0,0,0,4,8,950,0,1972,0,98198,47.3793,-122.321,1080,3899 +6893300290,20141111T000000,457000.0,3,1.75,1690,6375,1.0,0,0,3,8,1690,0,1903,2002,98024,47.5247,-121.926,1270,7774 +7856560480,20140808T000000,635000.0,3,2.5,1780,11000,1.0,0,0,4,8,1210,570,1980,0,98006,47.5574,-122.149,2310,9700 +8121100415,20140530T000000,735000.0,4,3.0,2840,4120,1.5,0,0,4,8,2060,780,1931,0,98118,47.5683,-122.283,1840,5871 +3754501060,20140918T000000,910000.0,2,2.5,2000,5150,2.0,0,4,3,9,2000,0,1992,0,98034,47.7056,-122.223,2510,6800 +3278602040,20141021T000000,346500.0,3,3.25,1570,2048,2.0,0,0,3,8,1290,280,2006,0,98126,47.548,-122.375,1570,2006 +1592000050,20140905T000000,655000.0,4,2.5,2370,9517,1.0,0,0,3,9,1630,740,1984,0,98074,47.6222,-122.034,2440,9035 +1324079007,20141110T000000,425000.0,3,1.75,1610,144619,1.0,0,0,3,7,1610,0,1977,0,98024,47.5659,-121.863,2220,144619 +7140600225,20150217T000000,137000.0,3,1.0,1300,10125,1.0,0,0,4,6,1300,0,1959,0,98002,47.2921,-122.215,1300,10125 +200500680,20140715T000000,557500.0,3,2.5,2620,11056,2.0,0,0,3,9,2620,0,1988,0,98011,47.7378,-122.218,2560,8688 +421079142,20140509T000000,415000.0,4,2.25,3060,48787,2.0,0,0,3,8,3060,0,1992,0,98010,47.3397,-121.918,2090,48787 +9346700280,20140620T000000,830000.0,5,2.25,2780,10192,2.0,0,0,4,9,2780,0,1978,0,98007,47.6134,-122.152,2740,9900 +293800680,20150415T000000,949000.0,4,3.0,4270,85643,2.0,0,0,3,11,4270,0,1991,0,98077,47.7711,-122.048,3760,51170 +339600190,20141014T000000,420000.0,3,1.0,1310,3963,1.0,0,0,5,7,1310,0,1986,0,98052,47.6826,-122.096,1010,3363 +1787600190,20150403T000000,353000.0,2,1.0,1100,7500,1.0,0,0,3,7,1100,0,1951,0,98125,47.7235,-122.326,1920,7149 +2026079016,20140904T000000,560000.0,3,1.75,1480,383328,1.5,0,0,3,8,1480,0,1980,0,98019,47.7192,-121.932,1480,67082 +8673400086,20140502T000000,445700.0,3,2.5,1270,1180,3.0,0,0,3,8,1270,0,2001,0,98107,47.6697,-122.392,1320,1180 +2760200050,20140717T000000,226000.0,4,1.0,1270,6459,1.5,0,0,3,7,1270,0,1918,0,98118,47.5441,-122.273,1300,4100 +3205000050,20141205T000000,358000.0,3,1.0,890,9870,1.0,0,0,4,7,890,0,1960,0,98056,47.5398,-122.178,1270,9861 +2201500680,20150305T000000,501000.0,3,1.75,1480,8667,1.0,0,0,5,7,740,740,1954,0,98006,47.5718,-122.136,1600,10644 +4022902555,20150321T000000,609000.0,4,2.5,3240,23870,1.0,0,0,3,9,1840,1400,1972,0,98155,47.7731,-122.282,2290,13340 +3410600080,20140709T000000,734950.0,4,3.25,4280,47179,2.0,0,0,3,10,3050,1230,2002,0,98092,47.3017,-122.127,2820,43401 +7385300020,20140613T000000,725000.0,5,2.5,3210,12000,1.0,0,0,4,8,1830,1380,1968,0,98007,47.6205,-122.148,2450,12000 +3876312570,20140811T000000,350500.0,3,2.25,1870,7200,1.0,0,0,3,7,1390,480,1975,0,98072,47.734,-122.174,1830,7876 +5016002275,20140602T000000,610000.0,5,2.5,3990,3839,1.0,0,0,4,8,1990,2000,1962,0,98112,47.6236,-122.299,2090,5000 +3213200250,20141106T000000,605125.0,2,1.0,1160,5029,1.0,0,0,3,7,910,250,1940,0,98115,47.6723,-122.266,1220,5029 +6448000010,20150428T000000,1388000.0,4,2.25,2940,20384,2.0,0,0,4,9,2940,0,1970,0,98004,47.6214,-122.227,3410,19910 +1330900050,20150421T000000,550000.0,3,2.25,1850,37264,2.0,0,0,3,8,1850,0,1981,0,98053,47.6486,-122.035,2390,36036 +2810600022,20141007T000000,335000.0,2,1.75,1060,1202,2.0,0,0,3,7,760,300,2003,0,98136,47.5426,-122.388,1060,1493 +1761600050,20141231T000000,397000.0,3,2.0,1100,9165,1.0,0,0,4,7,1100,0,1969,0,98034,47.7304,-122.231,1510,8500 +4233400480,20141124T000000,240000.0,3,2.0,1190,10299,1.0,0,0,3,7,1190,0,1994,0,98010,47.314,-122.0,1700,9849 +4222310680,20140926T000000,240000.0,3,2.0,1030,11118,1.0,0,0,5,7,1030,0,1970,0,98003,47.3463,-122.308,1300,7920 +5630500005,20141120T000000,262500.0,2,1.5,1140,14373,1.0,0,0,3,7,1140,0,1949,1996,98011,47.7354,-122.219,2140,9860 +9523102040,20140922T000000,440000.0,3,1.5,2260,5300,1.0,0,0,3,7,1200,1060,1940,0,98103,47.6756,-122.348,1950,5000 +2626119028,20150323T000000,160000.0,3,1.0,1140,3240,1.5,0,0,4,6,1140,0,1910,0,98014,47.7093,-121.364,1140,4700 +5015001680,20140611T000000,427000.0,4,1.0,1860,4736,1.5,0,0,1,7,1860,0,1901,0,98112,47.6251,-122.3,1800,4000 +7202360430,20140701T000000,920000.0,4,3.5,4080,10666,2.0,0,0,3,9,4080,0,2005,0,98053,47.6818,-122.023,3920,8154 +3880900170,20140805T000000,2300000.0,4,2.5,3280,7100,2.0,0,4,3,10,2180,1100,1911,1987,98119,47.6285,-122.362,3240,6674 +926069142,20141124T000000,480000.0,4,2.5,2870,35757,2.0,0,0,4,9,2870,0,1977,0,98077,47.7568,-122.05,2700,41221 +2790410250,20140505T000000,615000.0,4,1.75,2300,11700,1.0,0,0,4,9,1960,340,1977,0,98052,47.6331,-122.094,2840,12000 +6681500080,20140822T000000,736500.0,3,2.0,2230,4800,1.5,0,0,4,7,1290,940,1915,0,98199,47.645,-122.386,1650,5040 +9274201809,20141119T000000,542500.0,3,2.5,1920,1649,2.5,0,0,3,8,1600,320,2004,0,98116,47.5901,-122.388,1650,3053 +418000415,20150319T000000,191000.0,2,1.0,700,5000,1.0,0,0,5,6,700,0,1952,0,98056,47.4927,-122.172,1040,5200 +8078460050,20140718T000000,730000.0,4,2.5,2740,11975,2.0,0,0,4,8,2740,0,1991,0,98074,47.6315,-122.028,2310,9068 +7151700585,20141125T000000,1225000.0,5,2.25,3440,5000,2.0,0,2,5,9,3440,0,1901,0,98122,47.6127,-122.286,2822,5000 +2722059292,20140604T000000,129000.0,1,1.0,650,15364,1.0,0,0,4,5,650,0,1967,0,98042,47.3721,-122.159,1630,7952 +2223059099,20140709T000000,284000.0,3,1.5,1500,10018,1.0,0,0,4,7,1500,0,1957,0,98058,47.468,-122.163,1500,10937 +1703050500,20150321T000000,645000.0,3,2.5,2490,5978,2.0,0,0,3,9,2490,0,2003,0,98074,47.6298,-122.022,2710,6629 +6386600130,20140624T000000,218000.0,3,1.5,1330,7600,1.0,0,0,4,7,1330,0,1968,0,98023,47.3103,-122.366,1500,7776 +9194102188,20141009T000000,675000.0,4,3.5,3190,6875,2.0,0,2,3,8,2120,1070,1999,0,98034,47.7082,-122.221,2550,6875 +2464400285,20141229T000000,575000.0,3,2.5,1590,2910,2.0,0,0,3,7,1110,480,1984,0,98115,47.6855,-122.321,1590,3880 +6450301310,20141030T000000,225000.0,2,1.0,830,5720,1.0,0,0,4,6,830,0,1950,0,98133,47.7339,-122.339,1150,5250 +7427800080,20150408T000000,626000.0,3,2.25,1810,5107,2.0,0,0,3,8,1810,0,1989,0,98033,47.6882,-122.171,1760,5454 +40000669,20150319T000000,499950.0,4,2.5,2910,20067,2.0,0,0,3,9,2910,0,2001,0,98168,47.4714,-122.273,1730,21420 +5538300225,20140513T000000,405000.0,4,1.75,2180,13529,1.0,0,0,3,7,1090,1090,1956,0,98155,47.7516,-122.294,2000,13529 +4239400840,20141029T000000,152500.0,3,1.0,1090,3523,1.0,0,0,4,6,1090,0,1969,0,98092,47.3161,-122.182,1030,3200 +8035650500,20140716T000000,325000.0,4,2.5,2160,6825,2.0,0,0,3,8,2160,0,1994,0,98031,47.4111,-122.2,2020,7035 +3888100029,20140529T000000,475300.0,3,1.0,2110,10005,1.0,0,0,5,7,1110,1000,1924,0,98033,47.688,-122.168,1360,9827 +4364700585,20150408T000000,485000.0,3,1.75,2180,7318,1.0,0,0,4,7,1210,970,1967,0,98126,47.5251,-122.37,2140,7560 +9839300285,20150412T000000,720000.0,3,2.5,2100,2200,2.0,0,0,4,7,1500,600,1919,0,98122,47.614,-122.294,1750,4400 +6141100380,20140515T000000,465000.0,3,1.75,1410,6886,1.0,0,0,3,7,1410,0,1924,2013,98133,47.7183,-122.353,1410,6561 +5652601330,20140604T000000,489000.0,3,1.5,1020,9072,1.0,0,0,3,7,920,100,1930,0,98115,47.695,-122.301,1620,7930 +3025059093,20140729T000000,3100000.0,5,5.25,5090,23669,2.0,0,0,3,12,5090,0,2006,0,98004,47.6297,-122.216,3830,22605 +5466700290,20150108T000000,288000.0,3,2.25,2090,7500,1.0,0,0,4,7,1280,810,1977,0,98031,47.3951,-122.172,1800,7350 +5437800020,20140808T000000,225000.0,3,1.75,1350,9793,1.0,0,0,4,7,1350,0,1968,0,98022,47.1981,-122.003,1690,8080 +7784400185,20150421T000000,499000.0,3,1.75,2650,11774,1.0,0,1,3,8,2240,410,1952,0,98146,47.4909,-122.363,2650,10120 +5561301150,20141111T000000,632000.0,5,3.0,3520,36558,2.0,0,0,4,8,2100,1420,1985,0,98027,47.4658,-122.007,3000,36558 +1523550480,20140613T000000,580000.0,3,2.5,2040,4627,2.0,0,0,3,8,2040,0,1992,0,98052,47.6365,-122.108,2230,4500 +8083400066,20150423T000000,730000.0,4,1.5,2340,5000,2.0,0,0,3,8,2100,240,1912,0,98122,47.6065,-122.291,2320,5500 +3797710020,20150327T000000,325000.0,4,2.25,1770,7799,2.0,0,0,3,7,1770,0,1998,0,98031,47.4192,-122.202,1770,7778 +3205200480,20150415T000000,421000.0,3,1.75,1100,8662,1.0,0,0,5,7,1100,0,1964,0,98056,47.5368,-122.173,1100,9240 +869700050,20150120T000000,316000.0,3,2.5,1490,4078,2.0,0,0,3,8,1490,0,1998,0,98059,47.4915,-122.155,1310,2767 +2877101310,20140804T000000,415000.0,2,1.0,1460,4200,1.0,0,0,4,6,880,580,1914,0,98117,47.6774,-122.361,1540,4200 +7202330280,20140922T000000,401000.0,3,2.25,1350,2839,2.0,0,0,3,7,1350,0,2003,0,98053,47.6824,-122.036,1650,3093 +6146600420,20150224T000000,229950.0,3,0.75,1030,12700,1.0,0,0,4,5,1030,0,1944,0,98032,47.3877,-122.236,1140,6955 +8563030500,20150330T000000,539950.0,3,1.75,1820,9875,1.0,0,0,4,8,1820,0,1966,0,98008,47.6243,-122.094,2670,10000 +3624039150,20140605T000000,335000.0,3,2.0,1170,5360,1.0,0,0,3,6,1170,0,1919,0,98106,47.5181,-122.364,1180,7200 +7853210050,20140707T000000,339000.0,3,2.5,1450,3748,2.0,0,0,3,7,1450,0,2004,0,98065,47.532,-121.85,1970,3748 +3293700480,20141020T000000,414950.0,4,1.75,2200,8545,1.0,0,0,4,7,1100,1100,1918,1982,98133,47.7481,-122.353,1940,9315 +3210700170,20141202T000000,650000.0,4,2.0,1610,8976,1.0,0,0,4,8,1610,0,1966,0,98004,47.6011,-122.192,1930,8976 +8161020050,20141203T000000,445000.0,3,2.5,2690,21883,2.0,0,0,3,8,2690,0,1994,0,98014,47.6462,-121.904,2370,21781 +8731983340,20150320T000000,295000.0,3,2.25,1850,7800,2.0,0,0,3,9,1850,0,1974,0,98023,47.3146,-122.379,2360,8000 +7871500280,20150413T000000,975000.0,4,2.25,2250,3600,2.0,0,0,4,9,2010,240,1912,1994,98119,47.643,-122.37,1910,3990 +3276200280,20141219T000000,296500.0,3,1.5,1580,10100,1.0,0,0,4,7,1580,0,1961,0,98055,47.4423,-122.193,1650,10032 +826069180,20141021T000000,440000.0,4,2.75,2030,56192,1.0,0,0,3,8,1550,480,1979,0,98077,47.752,-122.073,2510,44866 +3955800080,20141229T000000,420000.0,5,1.5,1890,10880,1.0,0,0,3,7,1890,0,1962,0,98034,47.7196,-122.197,1670,9750 +1657310170,20140723T000000,302000.0,3,2.5,2140,9492,2.0,0,0,3,8,2140,0,1994,0,98092,47.3289,-122.204,2180,9184 +2597690050,20150409T000000,350000.0,4,1.75,1770,7336,1.0,0,0,4,8,1770,0,1986,0,98058,47.4265,-122.163,2030,8183 +720079001,20140626T000000,667000.0,3,1.75,3320,478288,1.5,0,3,4,8,2260,1060,1933,1982,98022,47.2407,-121.953,2960,217800 +3975400185,20150513T000000,645000.0,3,2.0,1640,4218,1.0,0,0,4,7,910,730,1941,0,98103,47.6546,-122.344,1670,4000 +3342101795,20141111T000000,430000.0,4,2.75,1820,5400,1.0,0,0,4,7,1220,600,1988,0,98056,47.5204,-122.205,1630,5400 +9297301190,20140513T000000,413000.0,4,1.0,1410,6000,1.0,0,0,3,7,810,600,1925,0,98126,47.566,-122.373,1500,4800 +7424100050,20141201T000000,420000.0,3,1.0,1240,7300,1.0,0,0,3,7,1240,0,1968,0,98033,47.6775,-122.168,1240,8260 +7199340480,20141029T000000,495000.0,3,2.25,1780,8050,1.0,0,0,4,7,1230,550,1979,0,98052,47.6977,-122.126,1780,7200 +2525049259,20140812T000000,2187730.0,4,4.5,4240,13162,2.0,0,0,3,10,4240,0,2004,0,98039,47.6193,-122.229,3010,12163 +8835700250,20150426T000000,965000.0,4,2.5,3570,17411,2.0,0,0,3,10,3570,0,1990,0,98075,47.5617,-122.03,3510,16153 +6150700005,20141201T000000,500000.0,4,2.5,1900,5001,1.0,0,0,3,8,1200,700,2008,0,98133,47.7289,-122.335,1950,4680 +6819100080,20141001T000000,636100.0,3,1.0,1010,6000,1.5,0,0,3,7,1010,0,1919,1977,98119,47.6438,-122.357,1960,4000 +3904902630,20140603T000000,720000.0,4,2.5,2870,12648,2.0,0,0,4,9,2870,0,1986,0,98029,47.5632,-122.017,2560,12648 +5152200020,20150504T000000,298000.0,3,1.75,1620,12825,1.0,0,0,3,8,1340,280,1962,0,98003,47.3321,-122.323,2076,11200 +3300701440,20140729T000000,409000.0,2,1.75,1480,4000,1.0,0,0,4,6,740,740,1925,0,98117,47.6916,-122.38,1060,4000 +1152700020,20141226T000000,370000.0,4,2.5,2650,5706,2.0,0,0,3,9,2650,0,2005,0,98042,47.3515,-122.164,2760,5749 +8944300010,20140725T000000,230000.0,5,1.0,1410,9000,1.0,0,0,5,7,1410,0,1967,0,98023,47.3054,-122.369,1200,8346 +8680300010,20150324T000000,290000.0,3,2.0,1360,6685,1.0,0,0,3,7,1360,0,1952,0,98155,47.7365,-122.324,1300,8138 +8731950080,20150219T000000,420000.0,4,2.25,2930,9840,1.0,0,0,4,8,1560,1370,1977,0,98023,47.3103,-122.382,2800,8374 +5608000080,20140722T000000,917000.0,4,2.5,3500,10891,2.0,0,2,3,10,3500,0,1995,0,98027,47.5533,-122.093,3820,13521 +2225039130,20140625T000000,957000.0,5,3.25,3160,5000,2.0,0,2,3,10,2180,980,2005,0,98199,47.6464,-122.405,3160,5746 +7504180130,20140701T000000,482000.0,3,2.25,1710,21485,2.0,0,0,3,7,1710,0,1989,0,98074,47.6198,-122.053,1680,21485 +3956100190,20141121T000000,488000.0,3,1.75,2180,14734,2.0,0,0,3,9,2180,0,1990,0,98045,47.4831,-121.767,2300,21618 +2346200050,20141017T000000,760369.0,5,2.5,2870,4712,2.0,0,0,3,9,2870,0,2014,0,98006,47.5463,-122.182,2870,6768 +40000471,20140604T000000,170000.0,2,1.0,1500,18540,1.0,0,0,3,8,1500,0,1950,0,98168,47.4727,-122.281,1700,9355 +9346950050,20150429T000000,625000.0,3,2.5,2120,10021,1.0,0,0,4,8,1230,890,1976,0,98006,47.5621,-122.135,2690,10183 +9477201150,20141202T000000,357000.0,3,1.5,1590,6750,1.0,0,0,3,7,1080,510,1976,0,98034,47.73,-122.191,1590,7400 +8078430130,20150407T000000,583000.0,3,2.25,1830,8276,1.0,0,0,3,8,1350,480,1989,0,98074,47.6336,-122.025,1920,8276 +6404600006,20140820T000000,173250.0,3,2.0,1210,9097,1.0,0,0,4,7,1210,0,1954,0,98168,47.4849,-122.303,1360,10125 +6415100122,20140716T000000,414050.0,4,2.0,1590,10331,1.5,0,0,4,7,1590,0,1956,0,98133,47.7273,-122.332,1400,9434 +5505700020,20140618T000000,400000.0,3,1.75,1050,6150,1.5,0,0,4,6,950,100,1928,0,98116,47.5715,-122.394,1360,6150 +1117300050,20150327T000000,537000.0,3,2.0,1550,27003,1.5,0,0,3,8,1550,0,1982,0,98074,47.606,-122.056,2400,27003 +8651710430,20140606T000000,465000.0,4,2.25,2070,7500,2.0,0,0,4,7,2070,0,1977,0,98034,47.727,-122.217,2080,7700 +9292000380,20140818T000000,425000.0,3,2.25,1740,9682,1.0,0,0,5,8,1740,0,1969,0,98056,47.5138,-122.173,2100,9536 +2525059127,20141118T000000,445000.0,4,2.0,1700,21780,1.0,0,0,4,6,1080,620,1940,0,98052,47.6289,-122.108,2070,12054 +1788300010,20141211T000000,179950.0,2,1.0,1200,9000,1.0,0,0,3,6,1200,0,1958,0,98023,47.3277,-122.349,1040,9600 +1150700130,20150421T000000,275000.0,3,2.5,1710,7230,2.0,0,0,3,7,1710,0,1996,0,98003,47.2778,-122.298,1720,6537 +3354400545,20140715T000000,190000.0,4,2.5,1840,13493,2.0,0,0,3,7,1840,0,1994,0,98001,47.2649,-122.242,1430,11463 +2742100009,20140506T000000,385000.0,3,1.75,1900,5520,1.0,0,0,3,7,1280,620,1982,0,98118,47.5549,-122.292,1330,5196 +2475900170,20150429T000000,303000.0,4,1.0,2300,9583,1.0,0,0,3,6,1220,1080,1928,0,98024,47.5671,-121.89,1200,11325 +9189700255,20150105T000000,165000.0,3,1.0,970,7503,1.0,0,0,4,6,970,0,1967,0,98058,47.4688,-122.163,1230,9504 +2769600480,20150430T000000,600000.0,2,2.0,1270,5000,1.0,0,0,3,6,1270,0,1944,0,98107,47.6729,-122.363,2190,5000 +2260800170,20140718T000000,710000.0,3,2.25,3130,65775,2.0,0,0,4,8,3130,0,1978,0,98027,47.5462,-122.085,3130,72309 +1118500010,20150327T000000,875000.0,5,3.25,4230,21455,2.0,0,0,3,10,2720,1510,1990,0,98074,47.6375,-122.015,3280,22393 +5636010280,20140902T000000,269950.0,3,2.5,1480,9743,2.0,0,0,4,7,1480,0,1996,0,98010,47.3293,-122.001,1810,9601 +2326059099,20140502T000000,838000.0,4,2.5,3310,42998,2.0,0,0,3,9,3310,0,2001,0,98052,47.7232,-122.131,3350,42847 +4423100095,20140523T000000,670500.0,4,2.0,1590,6750,1.0,0,0,3,7,1590,0,1951,0,98102,47.6406,-122.317,2370,4500 +8142000080,20150212T000000,420000.0,4,1.5,1690,9391,1.0,0,0,3,7,1290,400,1960,0,98155,47.7438,-122.329,1780,9390 +3222059007,20140913T000000,370000.0,3,1.5,1690,161913,1.0,0,0,2,7,1430,260,1952,0,98030,47.356,-122.189,1930,12548 +6648000050,20140624T000000,360000.0,3,1.75,1500,7200,1.0,0,0,3,7,1500,0,1957,0,98133,47.7748,-122.337,1650,7392 +3574900170,20141003T000000,562500.0,4,2.5,2320,8721,2.0,0,0,3,8,2320,0,1991,0,98034,47.7326,-122.226,2260,8268 +2008000130,20140818T000000,360500.0,3,2.5,3300,11525,1.0,0,0,5,8,1650,1650,1961,0,98198,47.4113,-122.315,1950,9680 +291300010,20140521T000000,389999.0,3,2.25,1445,1471,2.0,0,0,3,7,1300,145,2003,0,98027,47.5342,-122.072,1410,1399 +9315000010,20150303T000000,247500.0,4,2.0,1760,8400,1.0,0,0,3,7,1060,700,1962,0,98003,47.3258,-122.323,1280,8415 +7889600080,20150219T000000,208000.0,3,1.0,1050,6240,1.0,0,0,5,5,1050,0,1948,0,98146,47.4933,-122.338,1410,6240 +8663310010,20141226T000000,455000.0,3,2.5,1980,7309,2.0,0,0,3,7,1980,0,1993,0,98034,47.7257,-122.172,2060,9681 +930000305,20141110T000000,379400.0,4,1.75,2120,7680,1.0,0,0,4,7,1060,1060,1950,0,98177,47.7172,-122.361,1530,7680 +7606200275,20141230T000000,190000.0,3,1.5,760,40039,1.0,0,0,3,6,760,0,1906,0,98065,47.5295,-121.829,980,6000 +203900380,20140821T000000,326188.0,3,1.0,1300,8800,1.0,0,0,3,7,1300,0,1977,0,98053,47.64,-121.966,1600,12210 +880000005,20140522T000000,168000.0,2,2.5,1160,2174,2.0,0,0,3,7,1160,0,1998,0,98106,47.5264,-122.366,1380,1919 +9406570290,20140516T000000,314000.0,4,2.5,2340,8990,2.0,0,0,3,8,2340,0,2003,0,98038,47.3781,-122.03,2980,6718 +5561000920,20140502T000000,630000.0,4,2.75,2710,37277,2.0,0,0,3,9,2710,0,2000,0,98027,47.4634,-121.987,2390,39299 +4037000470,20150316T000000,550000.0,3,1.75,1440,8957,1.0,0,0,4,7,1440,0,1957,0,98008,47.6008,-122.118,1340,8780 +8651511060,20140630T000000,530000.0,4,2.25,1980,15086,2.0,0,0,3,8,1980,0,1981,0,98074,47.647,-122.064,2100,10927 +9413600010,20150206T000000,637500.0,3,1.75,1680,10685,1.0,0,0,4,7,1680,0,1966,0,98033,47.6556,-122.193,3340,10390 +9358001732,20150428T000000,400000.0,3,2.5,1390,2815,2.0,0,0,3,8,1390,0,1999,0,98126,47.566,-122.366,1390,3700 +8820900029,20140610T000000,700000.0,5,2.75,3100,9825,2.0,0,2,4,8,3100,0,1950,1982,98125,47.7188,-122.281,2120,8400 +6802200670,20141114T000000,272000.0,3,2.5,1680,8512,2.0,0,0,3,7,1680,0,1991,0,98022,47.1952,-121.986,1580,8512 +7852190630,20150417T000000,600000.0,4,2.5,2710,6474,2.0,0,0,3,8,2710,0,2004,0,98065,47.5383,-121.878,2870,6968 +2815600235,20150402T000000,450600.0,2,1.0,840,7020,1.5,0,0,4,7,840,0,1943,0,98136,47.5513,-122.394,1310,7072 +3013300660,20141028T000000,550000.0,3,2.25,2090,8095,2.0,0,2,3,10,2090,0,1988,0,98136,47.5287,-122.385,1940,5635 +8091600080,20150123T000000,225000.0,3,1.0,1120,8407,1.0,0,0,5,6,1120,0,1987,0,98022,47.2051,-122.006,1250,8658 +8651402750,20150218T000000,132825.0,3,1.5,1210,5200,1.0,0,0,5,6,1210,0,1969,0,98042,47.3615,-122.087,1120,5200 +8651402750,20150430T000000,219950.0,3,1.5,1210,5200,1.0,0,0,5,6,1210,0,1969,0,98042,47.3615,-122.087,1120,5200 +2215500080,20140528T000000,580000.0,5,2.0,1940,6000,1.0,0,0,5,7,970,970,1945,0,98115,47.6875,-122.287,1700,6000 +225069016,20140722T000000,568000.0,3,1.75,1930,213008,1.0,0,2,3,7,1300,630,1980,0,98053,47.6751,-121.993,2860,208652 +766900250,20150402T000000,406000.0,3,1.75,1270,6017,1.0,0,0,4,7,1030,240,1990,0,98028,47.737,-122.225,1630,7381 +2922703260,20140716T000000,469000.0,3,1.75,1680,2400,1.5,0,0,3,7,1170,510,1929,0,98117,47.6849,-122.367,1080,4560 +8011100095,20140610T000000,415000.0,3,2.5,2090,6045,2.0,0,0,3,8,2090,0,2000,0,98056,47.4947,-122.174,2040,6392 +2206700280,20141208T000000,390000.0,3,1.5,1000,13991,1.0,0,0,4,7,1000,0,1956,0,98006,47.5643,-122.138,1520,11465 +7985000010,20150415T000000,251000.0,3,1.75,1350,10125,1.0,0,0,3,8,1350,0,1967,0,98003,47.3334,-122.298,1520,9720 +1504800050,20150312T000000,750000.0,3,2.5,3280,6750,2.0,0,1,3,9,2440,840,2001,0,98126,47.5219,-122.38,1770,6387 +5351200280,20150407T000000,845000.0,4,2.5,2390,5071,2.0,0,0,3,9,1760,630,1988,0,98122,47.6144,-122.283,1940,5071 +7229900005,20141010T000000,350000.0,3,1.5,1860,17640,1.0,0,0,4,7,1860,0,1966,0,98059,47.484,-122.111,1860,17820 +3126049217,20150225T000000,322000.0,3,1.0,1380,5864,1.0,0,0,3,7,790,590,1944,0,98133,47.7049,-122.339,1509,5864 +7446500010,20150507T000000,664500.0,4,2.25,3070,9210,2.0,0,0,3,8,2740,330,2010,0,98011,47.7638,-122.196,2580,9660 +2721600010,20150107T000000,988000.0,3,1.75,2190,3800,1.5,0,2,4,8,2190,0,1923,0,98109,47.643,-122.355,2190,3880 +3392900080,20140706T000000,625000.0,2,1.75,1990,4000,1.0,0,0,5,7,1090,900,1952,0,98103,47.6889,-122.342,1270,5700 +1524059027,20140506T000000,675000.0,2,1.0,930,36478,1.0,0,2,3,6,930,0,1951,0,98006,47.5699,-122.164,2800,11141 +9414500480,20150407T000000,503000.0,3,1.75,2070,9827,1.0,0,0,4,7,1420,650,1967,0,98027,47.522,-122.05,2150,9827 +8576400050,20140509T000000,431000.0,4,2.25,2170,10500,1.0,0,2,4,8,1270,900,1960,0,98166,47.4394,-122.338,2080,11019 +5252000170,20141126T000000,250000.0,3,1.75,1910,10230,1.0,0,0,4,7,1290,620,1964,0,98031,47.4185,-122.207,1590,10800 +2676500080,20140605T000000,268500.0,4,2.5,2100,4237,2.0,0,0,3,8,2100,0,2006,0,98031,47.3901,-122.174,2100,4575 +3585900080,20150326T000000,1070000.0,6,3.25,3560,21400,2.0,0,4,4,9,3560,0,1952,0,98177,47.7602,-122.372,3560,24338 +5126900321,20140529T000000,295000.0,4,2.5,2290,4539,2.0,0,0,3,7,2290,0,2001,0,98058,47.4753,-122.172,1710,7200 +8563500020,20140725T000000,780000.0,3,2.25,2130,11782,1.0,0,0,4,8,1590,540,1977,0,98040,47.5423,-122.215,2700,11782 +6624030050,20150428T000000,354000.0,3,2.5,2160,15817,2.0,0,0,3,8,2160,0,1999,0,98031,47.4166,-122.183,1990,15817 +4343800080,20140818T000000,305000.0,2,1.0,860,7250,1.0,0,0,3,6,860,0,1949,0,98133,47.7206,-122.35,1270,7250 +1873100050,20150401T000000,733000.0,5,2.75,2880,4425,2.0,0,0,3,8,2880,0,2005,0,98052,47.7048,-122.109,2940,6581 +3210700380,20140916T000000,640000.0,4,2.75,2100,11894,1.0,0,0,4,8,1720,380,1968,0,98004,47.6006,-122.194,2390,9450 +4099500605,20150417T000000,840000.0,4,2.5,2360,9600,1.0,0,2,3,8,1630,730,1973,0,98040,47.5889,-122.249,2140,6300 +4217401365,20141210T000000,1475000.0,5,3.25,3680,10300,1.5,0,0,4,10,3680,0,1927,0,98105,47.6548,-122.28,2690,7200 +923000095,20150326T000000,525000.0,3,1.0,1560,8100,1.0,0,0,4,8,1140,420,1952,0,98177,47.7261,-122.364,2130,8100 +1828000050,20140514T000000,625000.0,4,2.75,1680,11180,1.0,0,0,4,7,1680,0,1966,0,98052,47.6557,-122.127,2400,9627 +9126100346,20140617T000000,350000.0,3,2.0,1380,3600,3.0,0,0,3,8,1380,0,2015,0,98122,47.6074,-122.305,1480,3600 +2919201365,20140616T000000,650000.0,4,2.75,2610,4160,3.0,0,0,5,8,1910,700,1910,0,98103,47.6901,-122.357,1470,4140 +9297300500,20141023T000000,435000.0,2,1.0,870,4000,1.0,0,2,3,7,870,0,1950,0,98126,47.5682,-122.374,1690,4000 +6073200010,20140626T000000,660000.0,3,1.0,1210,9622,1.0,0,1,3,8,1210,0,1955,2009,98006,47.5728,-122.179,1580,9714 +8807810660,20150302T000000,350000.0,3,1.0,1150,12877,1.0,0,0,4,6,1150,0,1970,0,98053,47.6614,-122.056,1490,12150 +2112700185,20150325T000000,435000.0,3,2.5,3110,6000,1.0,0,2,3,8,1560,1550,1967,0,98106,47.5331,-122.353,2060,6000 +1789800020,20140603T000000,375900.0,6,1.5,2550,33740,1.0,0,0,4,8,1750,800,1958,0,98023,47.3222,-122.362,2010,28200 +3275300050,20141124T000000,272000.0,3,3.0,2430,10500,1.0,0,0,4,8,2150,280,1983,0,98003,47.2579,-122.312,1670,9800 +3279000420,20150115T000000,233000.0,3,1.75,1460,7800,1.0,0,0,2,7,1040,420,1979,0,98023,47.3035,-122.382,1310,7865 +952001660,20140916T000000,500000.0,4,1.5,1330,5750,1.5,0,2,3,7,1330,0,1915,0,98116,47.5681,-122.384,1360,5750 +4023500362,20150402T000000,540000.0,4,1.75,2040,9322,1.0,0,0,3,8,1440,600,1977,0,98155,47.7611,-122.298,1910,10026 +9510910050,20140701T000000,712000.0,3,2.5,2375,4094,2.0,0,0,3,9,2375,0,2002,0,98052,47.6627,-122.086,2095,4442 +1137400050,20140925T000000,425000.0,4,2.5,2480,4504,2.0,0,0,3,7,2480,0,2005,0,98059,47.4998,-122.15,2950,4504 +8864000425,20140805T000000,242000.0,3,1.75,1580,6099,1.0,0,0,5,7,790,790,1944,0,98168,47.4807,-122.29,1330,6099 +5518800010,20140703T000000,515000.0,5,3.25,2740,9629,1.0,0,0,5,7,1390,1350,1977,0,98011,47.7645,-122.197,2150,10500 +3204800430,20140708T000000,415000.0,4,1.75,1920,7700,2.0,0,0,4,7,1920,0,1970,0,98056,47.5381,-122.177,1310,7700 +5152960080,20141210T000000,375000.0,3,2.75,2200,9600,1.0,0,3,4,8,1570,630,1977,0,98003,47.3438,-122.323,2680,9896 +7696500280,20141027T000000,182500.0,3,1.0,910,7194,1.0,0,0,4,7,910,0,1971,0,98001,47.3337,-122.275,1530,7200 +8643000190,20150323T000000,310000.0,3,1.5,1860,10379,1.0,0,0,3,7,1240,620,1963,0,98198,47.3962,-122.309,2240,11328 +7625701045,20141027T000000,360000.0,3,1.75,1510,6000,1.0,0,0,3,7,1060,450,1947,0,98136,47.5535,-122.39,1610,6000 +7202360670,20150408T000000,889000.0,4,3.5,3920,9555,2.0,0,0,3,9,3920,0,2004,0,98053,47.6797,-122.025,3920,8598 +4305700086,20150410T000000,450500.0,2,1.0,1330,3698,1.0,0,0,3,7,1330,0,1952,0,98117,47.6866,-122.372,1900,5000 +731500170,20150422T000000,342000.0,4,2.25,1964,3541,2.0,0,0,3,9,1964,0,2013,0,98030,47.3594,-122.201,1757,3547 +5096300130,20140714T000000,413000.0,3,2.0,1520,3451,1.0,0,0,3,8,1520,0,1996,0,98177,47.7753,-122.375,1800,3451 +1441600020,20140527T000000,960000.0,5,4.0,3720,15200,2.0,0,0,3,10,3720,0,2005,0,98075,47.5956,-122.026,4100,19036 +6163900073,20140905T000000,180000.0,2,1.0,770,9370,1.0,0,0,3,7,770,0,1947,0,98155,47.762,-122.321,1060,9352 +5581400080,20140618T000000,770000.0,4,2.5,3210,14910,2.0,0,0,3,10,3210,0,1995,0,98074,47.6073,-122.062,3280,14910 +8100000080,20140813T000000,224400.0,3,1.75,1070,7200,1.0,0,0,3,7,1070,0,1994,0,98010,47.3129,-122.023,1280,7200 +5379806590,20150430T000000,280000.0,3,1.5,1430,8861,1.0,0,0,3,7,1430,0,1956,0,98188,47.4454,-122.289,1080,9425 +9286100250,20150319T000000,500000.0,3,2.5,1670,2575,2.0,0,0,3,8,1670,0,2000,0,98027,47.531,-122.047,1670,2897 +4337600005,20150203T000000,153000.0,2,1.0,710,9000,1.0,0,0,5,6,710,0,1943,0,98166,47.4811,-122.339,1230,9000 +3645100280,20140613T000000,385000.0,3,2.25,1920,4833,1.0,0,0,4,7,1060,860,1921,0,98133,47.7067,-122.352,1580,5134 +6170900190,20140819T000000,325000.0,2,1.0,750,5534,1.0,0,0,3,7,750,0,1947,0,98177,47.7017,-122.36,1050,5534 +8581400345,20150409T000000,315000.0,4,3.0,2210,4191,2.0,0,0,3,7,2210,0,2004,0,98002,47.2959,-122.225,890,4288 +4345300050,20140617T000000,294999.0,4,2.5,1660,9760,2.0,0,0,3,7,1660,0,1994,0,98030,47.3635,-122.188,1580,9614 +6143000020,20141027T000000,175000.0,3,1.75,1910,17003,1.5,0,0,4,8,1910,0,1963,0,98001,47.3095,-122.283,1820,14806 +6143000020,20150406T000000,299000.0,3,1.75,1910,17003,1.5,0,0,4,8,1910,0,1963,0,98001,47.3095,-122.283,1820,14806 +111000190,20150209T000000,146000.0,2,1.0,780,9750,1.0,0,0,3,6,780,0,1937,0,98168,47.4816,-122.322,1670,9750 +5306100255,20141105T000000,290000.0,3,2.25,1650,10336,1.0,0,0,3,7,1500,150,1962,0,98133,47.7757,-122.35,1420,10260 +1370803180,20140808T000000,1776000.0,3,3.25,3230,7800,2.0,0,3,3,10,3230,0,2005,0,98199,47.6348,-122.403,3030,6600 +5249803745,20140529T000000,367500.0,2,1.0,810,4800,1.0,0,0,3,6,810,0,1919,0,98118,47.5614,-122.27,1040,4800 +2787250080,20150327T000000,535000.0,4,2.5,2750,15099,2.0,0,0,3,8,2750,0,1994,0,98019,47.7298,-121.972,2500,14564 +8656300345,20140805T000000,334999.0,3,2.5,1650,13816,2.0,0,0,3,7,1650,0,1998,0,98014,47.6553,-121.913,1630,18750 +582000185,20140821T000000,655000.0,3,1.75,1960,5520,1.0,0,0,4,7,1080,880,1952,0,98199,47.6535,-122.397,1720,5760 +191100235,20140603T000000,1298000.0,4,3.5,2790,10125,1.5,0,0,5,8,2790,0,1985,0,98040,47.5651,-122.22,2570,10125 +6662410250,20150321T000000,480000.0,4,2.25,2230,11200,1.0,0,0,4,7,1300,930,1977,0,98011,47.7691,-122.167,2090,10563 +1053000010,20150421T000000,465000.0,3,1.5,1280,4720,1.0,0,0,4,7,850,430,1941,0,98126,47.5509,-122.377,1280,4720 +2473100635,20140508T000000,297950.0,3,2.0,1240,10800,1.0,0,0,3,7,1240,0,1967,2010,98058,47.449,-122.155,1480,8840 +7960100050,20150415T000000,590000.0,3,2.0,1860,3600,1.5,0,0,3,7,1110,750,1915,0,98122,47.6102,-122.296,1680,3695 +1177000130,20140522T000000,805000.0,4,2.75,2410,6000,1.0,0,0,5,8,1410,1000,1950,0,98107,47.6707,-122.399,1760,6000 +8732160250,20150120T000000,204250.0,3,2.25,1960,7708,1.0,0,0,4,7,1490,470,1984,0,98023,47.2981,-122.374,1580,8063 +3905100630,20140716T000000,500000.0,3,2.25,1710,4561,2.0,0,0,4,8,1710,0,1994,0,98029,47.5691,-122.004,1810,4770 +5469501410,20140917T000000,490000.0,4,2.5,3480,12696,1.0,0,0,4,9,1980,1500,1977,0,98042,47.3816,-122.153,3480,14175 +4107100190,20150324T000000,2500000.0,4,3.75,3480,14850,1.0,0,4,3,9,1870,1610,1951,2013,98004,47.6227,-122.216,4780,18480 +5215200050,20140729T000000,750000.0,3,2.5,2960,69351,2.0,1,3,4,9,2960,0,1990,0,98070,47.4,-122.42,2350,41433 +4027700006,20150409T000000,405000.0,4,2.5,2670,20894,2.0,0,0,3,9,2330,340,2002,0,98155,47.7735,-122.281,2440,15815 +421000500,20140721T000000,209995.0,2,1.0,700,7303,1.0,0,0,5,5,700,0,1953,0,98056,47.4934,-122.166,960,6060 +305010190,20141016T000000,680000.0,4,2.5,2830,8399,2.0,0,0,3,9,2830,0,1998,0,98075,47.5851,-122.034,2520,6890 +751000190,20141002T000000,355000.0,3,1.75,1120,7740,1.0,0,0,4,6,860,260,1948,0,98125,47.7107,-122.291,1240,7740 +1446400715,20150422T000000,280000.0,2,1.0,1310,6600,1.0,0,0,3,6,1310,0,1942,0,98168,47.4834,-122.332,1240,6600 +4027701284,20140605T000000,385000.0,3,2.25,1710,11500,1.0,0,0,3,7,1210,500,1978,0,98028,47.7675,-122.267,1800,11500 +6072000380,20140701T000000,505000.0,4,2.75,2200,9778,1.0,0,0,4,8,1100,1100,1962,0,98006,47.5472,-122.176,2140,11321 +7212651100,20140822T000000,429900.0,4,3.25,3310,8897,2.0,0,0,3,9,2380,930,1991,0,98003,47.2655,-122.31,2490,8638 +6977000080,20140721T000000,560000.0,4,2.5,2280,9874,2.0,0,0,3,9,2280,0,1989,0,98034,47.7099,-122.229,2670,9782 +8651440780,20140929T000000,231000.0,3,2.0,1640,4875,1.0,0,0,4,7,1040,600,1977,0,98042,47.3661,-122.094,1640,5200 +3298701025,20150427T000000,135000.0,2,1.0,750,5217,1.0,0,0,4,6,750,0,1943,0,98106,47.5188,-122.353,760,4440 +475000605,20140623T000000,800000.0,4,3.0,3520,4895,1.0,0,0,3,8,1980,1540,1954,0,98107,47.6678,-122.361,1570,2153 +1023059430,20141220T000000,420000.0,3,2.5,2720,8622,2.0,0,0,3,8,2720,0,2002,0,98059,47.4954,-122.163,1950,8603 +3760000020,20141022T000000,360000.0,3,1.0,1660,9600,1.0,0,0,3,7,1660,0,1963,0,98034,47.708,-122.216,2020,9600 +3905090080,20140530T000000,642000.0,4,2.5,2560,8780,2.0,0,0,3,9,2560,0,1992,0,98029,47.5717,-121.991,2780,8357 +339600290,20150406T000000,379950.0,3,2.0,1080,5077,1.0,0,0,3,7,1080,0,1985,0,98052,47.6836,-122.095,1070,3471 +9542400010,20140711T000000,745000.0,3,1.75,2050,11041,1.5,0,0,5,9,2050,0,1959,0,98005,47.5968,-122.174,2530,11041 +1498303895,20140729T000000,630000.0,4,2.0,2670,3240,1.5,0,0,4,9,1780,890,1930,0,98144,47.5841,-122.294,1820,4000 +739820050,20150505T000000,250000.0,3,2.5,1730,7200,2.0,0,0,4,7,1730,0,1985,0,98031,47.4029,-122.196,1770,7396 +9238450430,20140624T000000,275000.0,3,1.0,990,9798,1.0,0,0,3,7,990,0,1968,0,98072,47.767,-122.164,1210,9870 +3336000050,20150501T000000,435000.0,6,3.0,3560,4290,1.0,0,0,4,7,1780,1780,1957,0,98118,47.5282,-122.269,3040,6000 +5269200050,20150305T000000,175000.0,2,1.0,700,8174,1.0,0,0,3,5,700,0,1941,0,98146,47.5136,-122.349,1250,8046 +1982200430,20140612T000000,560000.0,4,1.75,1880,3880,1.5,0,0,4,7,1090,790,1944,0,98107,47.6635,-122.362,1390,3880 +3763300005,20140520T000000,325000.0,4,2.25,1870,9680,1.0,0,0,4,7,1170,700,1959,0,98034,47.7157,-122.234,2000,9790 +1336800185,20140617T000000,1185000.0,3,2.75,2500,5568,2.0,0,0,5,9,2500,0,1905,0,98112,47.6258,-122.312,2810,5568 +1561910190,20140627T000000,399950.0,3,2.5,2570,10431,2.0,0,0,3,9,2570,0,1989,0,98031,47.4188,-122.213,2590,10078 +5415350480,20140617T000000,752000.0,4,2.5,2940,10382,2.0,0,0,4,9,2940,0,1991,0,98059,47.5333,-122.151,2980,10547 +1126059108,20150423T000000,1200000.0,4,3.5,3930,43560,2.0,0,0,3,10,3930,0,2003,0,98072,47.7497,-122.121,2860,36460 +3818700185,20140925T000000,400000.0,4,1.5,2150,11026,1.0,0,0,4,7,2150,0,1952,0,98028,47.7635,-122.263,1760,10283 +7883601155,20140530T000000,240000.0,3,2.0,1330,6000,1.0,0,0,4,7,630,700,1900,0,98108,47.5255,-122.327,1140,6000 +7559600430,20141111T000000,640000.0,5,2.5,3220,4759,2.0,0,0,3,8,3220,0,2003,0,98075,47.5957,-122.032,2550,4759 +3449820380,20150402T000000,564450.0,3,2.5,2710,6174,2.0,0,0,3,9,2710,0,1998,0,98056,47.512,-122.174,2730,7266 +1523069022,20150506T000000,300000.0,3,1.5,1630,82764,1.0,0,0,4,6,1630,0,1948,0,98027,47.4743,-122.026,1680,199069 +7569450480,20150317T000000,286000.0,3,2.5,1680,4226,2.0,0,0,3,8,1680,0,2003,0,98042,47.3684,-122.123,1800,5559 +7202340190,20150219T000000,531800.0,3,2.5,1930,5344,2.0,0,0,3,7,1930,0,2004,0,98053,47.6783,-122.032,2410,5080 +8651710190,20141024T000000,502000.0,4,2.25,2140,10943,1.0,0,0,3,7,1550,590,1977,0,98034,47.7271,-122.215,2350,9000 +5450900010,20140821T000000,993500.0,4,2.25,4070,23321,2.0,0,0,4,10,4070,0,1968,0,98040,47.5563,-122.219,2820,10871 +2201500980,20141020T000000,450000.0,3,1.0,1350,10000,1.0,0,0,4,7,1350,0,1954,0,98006,47.5741,-122.133,1450,10000 +2624079028,20141027T000000,997950.0,4,3.5,4270,117176,2.0,0,0,3,9,4270,0,2008,0,98024,47.5352,-121.883,2610,5251 +3095000185,20141013T000000,526000.0,3,1.0,1320,5250,1.5,0,0,5,7,1320,0,1913,0,98126,47.5566,-122.378,1490,5250 +4476400275,20150114T000000,335000.0,3,1.75,2100,8298,1.0,0,0,4,7,1230,870,1952,0,98166,47.4601,-122.36,1700,10830 +8018600980,20141203T000000,187250.0,2,1.0,710,14700,1.0,0,0,5,6,710,0,1926,0,98168,47.4939,-122.318,1320,14700 +7173700591,20140811T000000,735000.0,3,2.25,2350,6000,1.0,0,0,5,7,1020,1330,1948,0,98115,47.6809,-122.305,1570,5000 +2568800290,20150218T000000,425000.0,3,1.0,1180,8400,1.0,0,0,3,7,1180,0,1951,0,98125,47.7028,-122.295,1740,7020 +5111400086,20140512T000000,110000.0,3,1.0,1250,53143,1.0,0,0,5,6,1250,0,1945,0,98038,47.4235,-122.051,1820,217800 +1079350020,20140821T000000,305000.0,3,2.0,1490,7697,1.0,0,0,3,7,1490,0,1994,0,98059,47.4852,-122.164,1540,7529 +88000591,20150414T000000,212000.0,3,1.0,1000,9450,1.0,0,0,3,6,1000,0,1962,0,98055,47.4562,-122.193,1300,13500 +2524049108,20150512T000000,1380000.0,5,4.25,4050,18827,1.0,0,2,4,10,2150,1900,1979,0,98040,47.5323,-122.237,3600,25120 +1552800280,20140918T000000,298950.0,5,2.25,2300,11505,1.0,0,0,3,8,1300,1000,1963,0,98030,47.3812,-122.223,2350,11505 +2423020010,20150316T000000,525000.0,3,1.75,1330,8136,1.0,0,0,4,7,1330,0,1977,0,98033,47.7001,-122.173,1330,8136 +629410130,20140514T000000,707000.0,4,3.25,3200,7081,2.0,0,0,3,9,3200,0,2004,0,98075,47.5886,-121.989,3120,6094 +4139440480,20140626T000000,695000.0,3,2.75,2590,12063,2.0,0,0,3,10,2590,0,1993,0,98006,47.5527,-122.12,2850,8469 +4139440480,20141201T000000,796500.0,3,2.75,2590,12063,2.0,0,0,3,10,2590,0,1993,0,98006,47.5527,-122.12,2850,8469 +7016300050,20140723T000000,420000.0,4,2.5,2030,8100,1.0,0,0,3,7,1150,880,1973,0,98034,47.7404,-122.186,1770,8071 +3425059099,20140625T000000,625000.0,5,2.5,2700,21208,1.0,0,0,4,8,1950,750,1955,0,98005,47.6078,-122.154,2550,20409 +9541600280,20140823T000000,620000.0,3,1.75,1670,9900,1.0,0,0,4,8,1670,0,1957,0,98005,47.595,-122.172,2410,8800 +3025300225,20141031T000000,1450000.0,5,2.75,3090,19865,1.0,0,0,4,9,3090,0,1953,0,98039,47.6232,-122.235,2970,19862 +7214770020,20150409T000000,549950.0,5,2.5,2650,54380,2.0,0,0,3,9,2650,0,1984,0,98077,47.7726,-122.081,2560,49044 +7227801630,20150227T000000,275000.0,4,2.0,1440,10920,1.0,0,0,3,5,1440,0,1943,0,98056,47.5049,-122.18,1500,11902 +7284900098,20140924T000000,705000.0,3,2.5,2820,7200,1.0,0,3,3,9,1780,1040,1979,0,98177,47.7691,-122.388,2300,7200 +7696630080,20140506T000000,197000.0,3,1.75,1690,7735,1.0,0,0,4,7,1060,630,1976,0,98001,47.3324,-122.28,1580,7503 +3235390010,20150505T000000,265000.0,3,1.75,1420,8126,1.0,0,0,3,8,1420,0,1991,0,98031,47.3871,-122.189,1730,7954 +2966800010,20141120T000000,297000.0,4,1.75,1790,5341,1.0,0,0,4,7,1050,740,1951,0,98166,47.4663,-122.363,1540,6916 +6600410290,20140819T000000,207500.0,3,1.75,1320,12528,1.0,0,0,4,7,1320,0,1970,0,98042,47.3234,-122.142,1340,11039 +6300500479,20140819T000000,410000.0,3,2.5,1509,1418,3.0,0,0,3,8,1509,0,2014,0,98133,47.7047,-122.34,1509,1991 +1450900020,20141003T000000,268000.0,3,2.0,1610,8416,1.0,0,0,3,7,1610,0,1994,0,98031,47.397,-122.187,1600,8308 +1284000010,20140805T000000,330000.0,4,1.75,1550,50094,1.0,0,3,4,6,1550,0,1967,0,98022,47.2194,-122.059,1720,50094 +3626039028,20140818T000000,417500.0,3,1.0,1160,7491,1.0,0,0,4,6,1160,0,1917,0,98177,47.7024,-122.359,1800,2267 +7856560380,20140804T000000,760000.0,4,2.25,2500,8500,2.0,0,0,4,8,2500,0,1979,0,98006,47.5569,-122.151,2470,9100 +2770604346,20140705T000000,499000.0,3,2.5,1540,1326,3.0,0,0,3,8,1390,150,1995,0,98119,47.6457,-122.374,1680,1592 +9202650130,20140618T000000,620000.0,4,2.5,1910,7683,2.0,0,0,3,8,1910,0,1987,0,98027,47.5644,-122.092,1980,8485 +8700100010,20140710T000000,315000.0,3,2.5,2340,6837,2.0,0,0,3,7,2340,0,1992,0,98030,47.3608,-122.194,1850,6209 +4045750010,20150409T000000,624950.0,3,2.5,2060,4730,2.0,0,0,4,8,2060,0,1994,0,98033,47.6874,-122.178,1980,5010 +5706201470,20150428T000000,525000.0,3,2.25,1960,12350,1.0,0,0,4,7,1960,0,1961,0,98027,47.5247,-122.052,1920,13608 +8835210130,20140808T000000,300000.0,2,1.5,1150,3927,2.0,0,0,3,7,1150,0,1982,0,98034,47.7248,-122.162,1400,3425 +8731990440,20150310T000000,299900.0,4,2.75,2330,7200,1.0,0,0,4,8,1560,770,1977,0,98023,47.3203,-122.385,2350,7600 +5540000050,20140612T000000,299000.0,3,2.5,2210,10119,1.0,0,0,4,7,1450,760,1966,0,98030,47.3783,-122.22,2110,10119 +2470200020,20140514T000000,1880000.0,4,2.75,3260,19542,1.0,0,0,4,10,2170,1090,1968,0,98039,47.6245,-122.236,3480,19863 +9500900430,20140613T000000,265000.0,4,1.75,1900,10588,1.0,0,0,5,6,1900,0,1958,0,98002,47.289,-122.212,1530,10587 +3024089049,20140609T000000,280000.0,2,1.75,1610,158558,1.5,0,0,2,6,1610,0,1948,0,98065,47.5319,-121.84,1800,3572 +6600410170,20140528T000000,124740.0,3,1.0,1340,15600,1.0,0,0,4,6,1340,0,1978,0,98042,47.3224,-122.143,1320,9800 +7796000095,20150106T000000,1085000.0,3,2.75,3170,34850,1.0,0,0,5,9,3170,0,1957,0,98033,47.6611,-122.169,3920,36740 +1338600225,20140528T000000,1970000.0,8,3.5,4440,6480,2.0,0,3,5,10,3140,1300,1959,0,98112,47.631,-122.303,4440,8640 +316000190,20150215T000000,219000.0,4,1.0,1370,5339,1.5,0,0,4,6,1370,0,1948,0,98168,47.5046,-122.3,1280,7048 +9276200190,20150416T000000,569950.0,5,1.0,1420,6250,1.5,0,0,4,8,1420,0,1926,0,98116,47.5807,-122.389,1420,6250 +1447600285,20140609T000000,212500.0,2,2.0,1030,21712,1.0,0,0,4,6,1030,0,1938,0,98168,47.4905,-122.331,1790,9199 +5307100280,20140811T000000,680000.0,3,2.25,1820,8316,1.0,0,0,5,7,1320,500,1960,0,98005,47.5849,-122.169,1780,8400 +1338800280,20140929T000000,1457000.0,4,1.5,2650,6900,2.0,0,0,4,9,2400,250,1909,0,98112,47.6275,-122.305,2420,6900 +3211200420,20140618T000000,300000.0,3,1.0,910,7700,1.0,0,0,4,7,910,0,1971,0,98034,47.7303,-122.238,1250,7700 +2770604082,20150310T000000,629950.0,3,2.5,1680,1683,2.0,0,0,3,9,1120,560,2014,0,98119,47.6424,-122.374,1610,1249 +7334600280,20141202T000000,349900.0,2,1.75,1550,9230,1.0,0,0,3,6,970,580,1969,0,98045,47.4701,-121.744,1550,10856 +5406500440,20140812T000000,690000.0,4,2.5,2780,6235,2.0,0,0,3,8,2780,0,2001,0,98075,47.5976,-122.039,2670,4410 +1235100328,20150225T000000,1454000.0,5,4.0,4070,11334,2.0,0,0,3,10,4070,0,2014,0,98033,47.6771,-122.187,2640,9401 +4141010050,20150121T000000,1288000.0,3,2.5,3240,12625,2.0,0,0,3,11,3240,0,1987,0,98040,47.5327,-122.232,3470,12331 +9510310280,20140709T000000,696000.0,4,3.5,3650,38546,2.0,0,0,3,9,2550,1100,1996,0,98045,47.4776,-121.73,2860,34284 +725069102,20150330T000000,650000.0,3,2.25,2180,60112,2.0,0,0,3,8,2180,0,1976,0,98053,47.6723,-122.082,2060,120225 +8562901350,20140812T000000,640000.0,3,3.5,2480,10800,2.0,0,0,3,8,2480,0,1998,0,98074,47.6083,-122.06,2380,11310 +1442700430,20140808T000000,499950.0,5,2.5,3180,23809,1.0,0,0,3,9,3180,0,1978,0,98038,47.3727,-122.054,2500,15778 +6806300980,20141223T000000,490000.0,4,2.5,3630,8387,2.0,0,0,3,10,3630,0,1997,0,98042,47.3623,-122.127,3370,8869 +8562740290,20141010T000000,685000.0,5,2.5,3160,5635,2.0,0,0,3,9,3160,0,2003,0,98027,47.5362,-122.067,3670,6087 +7454001405,20150403T000000,387500.0,4,1.0,1370,7140,2.0,0,0,3,6,1370,0,1942,0,98146,47.512,-122.376,1090,6300 +952007141,20150421T000000,401750.0,2,1.5,1070,1236,2.0,0,0,3,8,1000,70,2005,0,98116,47.5619,-122.382,1170,1888 +1545806720,20140826T000000,254950.0,4,2.0,2180,8800,1.0,0,0,5,7,1170,1010,1977,0,98038,47.3676,-122.046,1630,8800 +5561300980,20150320T000000,500000.0,4,2.25,2420,36680,2.0,0,0,4,8,2420,0,1977,0,98027,47.4663,-122.006,2410,36680 +9348700480,20140715T000000,856500.0,4,2.5,3290,8147,2.0,0,0,3,10,3290,0,2003,0,98052,47.7048,-122.107,3290,7467 +1868900285,20140523T000000,552000.0,3,1.0,1430,5000,1.0,0,0,4,6,1080,350,1919,0,98115,47.6724,-122.296,1630,4600 +8651720470,20140910T000000,506500.0,4,2.5,1890,7200,1.0,0,0,4,7,1500,390,1978,0,98034,47.7278,-122.218,2070,7200 +3904950190,20140527T000000,500000.0,3,2.25,1760,4539,2.0,0,0,3,8,1760,0,1988,0,98029,47.5754,-122.013,1960,4808 +5300200050,20140729T000000,280000.0,4,2.75,2230,10160,1.0,0,0,3,7,1400,830,1968,0,98168,47.5123,-122.32,1740,10080 +7334501300,20150306T000000,308000.0,3,1.75,1630,11475,1.0,0,0,4,7,1330,300,1979,0,98045,47.4635,-121.746,1630,11475 +8078350280,20150205T000000,613500.0,3,2.5,2350,7035,2.0,0,0,3,8,2350,0,1989,0,98029,47.5713,-122.02,2270,7192 +4068300280,20140708T000000,255000.0,3,1.75,1550,9720,1.0,0,0,3,7,1050,500,1976,0,98010,47.3433,-122.037,1550,9750 +2625079030,20141028T000000,545000.0,3,2.5,3550,136343,2.0,0,0,3,10,3550,0,1977,0,98014,47.6223,-121.869,3080,215186 +1024069063,20140923T000000,620000.0,4,2.5,2720,34498,1.0,0,0,5,7,1360,1360,1966,0,98075,47.5832,-122.02,1920,22474 +3624039102,20141025T000000,450000.0,3,1.75,1740,6800,1.5,0,0,4,7,1740,0,1949,0,98126,47.5314,-122.373,990,6800 +8025700460,20150508T000000,279000.0,4,1.75,1840,7275,1.0,0,0,3,7,1090,750,1976,0,98031,47.4002,-122.189,1840,7275 +8956000460,20150123T000000,625000.0,3,2.5,2010,3200,2.0,0,0,3,9,2010,0,2009,0,98027,47.5463,-122.015,2250,3200 +2329800630,20140527T000000,274950.0,3,1.75,1670,7415,1.0,0,0,3,7,1320,350,1987,0,98042,47.3776,-122.116,1650,8585 +2491200050,20141023T000000,423000.0,3,1.75,1820,6038,1.0,0,0,4,7,1040,780,1952,0,98126,47.5233,-122.378,1700,6040 +6181700250,20150226T000000,350000.0,2,1.0,720,5820,1.0,0,1,5,6,720,0,1950,0,98028,47.7598,-122.255,952,5820 +2460500020,20150330T000000,305000.0,4,1.75,2370,10140,1.0,0,0,3,7,1460,910,1968,0,98001,47.3352,-122.278,1450,7800 +7893801760,20141117T000000,368000.0,3,1.75,2120,11340,1.0,0,3,4,7,1060,1060,1966,0,98198,47.4109,-122.329,1830,8650 +5259800440,20140926T000000,232000.0,3,1.75,1290,6604,1.0,0,0,3,7,1290,0,1984,0,98023,47.323,-122.349,1440,6682 +7338402850,20141126T000000,250000.0,4,3.0,1800,2500,2.0,0,0,3,7,1800,0,2000,0,98108,47.5333,-122.294,1830,6900 +1423910130,20150211T000000,220000.0,3,1.75,1230,8917,1.0,0,0,4,7,1230,0,1966,0,98058,47.4528,-122.172,1420,7938 +2769602135,20140813T000000,435000.0,3,2.0,1380,2500,1.0,0,0,3,7,750,630,1986,0,98107,47.6753,-122.363,1630,3800 +4365200425,20140624T000000,350000.0,2,1.0,740,7680,1.0,0,0,4,6,740,0,1922,0,98126,47.5245,-122.371,1080,7680 +2473380920,20140813T000000,206325.0,5,2.5,1720,10202,1.5,0,0,3,7,1720,0,1970,0,98058,47.4572,-122.167,1720,8478 +2473380920,20150227T000000,339000.0,5,2.5,1720,10202,1.5,0,0,3,7,1720,0,1970,0,98058,47.4572,-122.167,1720,8478 +2787700630,20150318T000000,399000.0,4,2.5,2100,7355,1.0,0,0,5,7,2100,0,1969,0,98059,47.5078,-122.161,1750,7200 +6917700305,20150219T000000,529000.0,2,1.0,1210,7667,1.0,0,0,3,6,900,310,1950,0,98199,47.6571,-122.396,1330,6462 +7215720420,20150304T000000,640000.0,4,2.5,2210,7722,2.0,0,0,3,9,2210,0,1999,0,98075,47.5992,-122.019,2970,8683 +2856100250,20141106T000000,735000.0,4,2.5,2470,2550,3.0,0,0,3,8,2470,0,2004,0,98117,47.6765,-122.389,1270,3060 +9421500130,20140616T000000,378000.0,5,2.5,2760,8015,1.0,0,0,4,8,1600,1160,1960,0,98125,47.7255,-122.297,460,18000 +1250201640,20140507T000000,775000.0,3,2.0,2540,7200,1.5,0,3,4,8,1600,940,1905,0,98144,47.5972,-122.292,2040,5900 +5316100920,20140725T000000,2250000.0,3,4.25,5150,7800,2.5,0,2,3,11,4170,980,1954,0,98112,47.6288,-122.282,4270,7800 +6813600605,20150128T000000,1350000.0,4,4.5,3420,7440,3.0,0,0,3,9,3420,0,2014,0,98103,47.6875,-122.33,1360,5580 +1974300020,20140827T000000,380000.0,4,2.5,2270,11500,1.0,0,0,3,8,1540,730,1967,0,98034,47.7089,-122.241,2020,10918 +1974300020,20150218T000000,624900.0,4,2.5,2270,11500,1.0,0,0,3,8,1540,730,1967,0,98034,47.7089,-122.241,2020,10918 +3630020380,20141107T000000,379770.0,3,2.5,1470,1779,2.0,0,0,3,8,1160,310,2005,0,98029,47.5472,-121.998,1470,1576 +1771000290,20141203T000000,340000.0,3,1.75,1280,16200,1.0,0,0,3,8,1030,250,1976,0,98077,47.7427,-122.071,1160,10565 +5126310470,20150115T000000,515500.0,4,2.75,2830,8126,2.0,0,0,3,8,2830,0,2005,0,98059,47.4863,-122.14,2830,7916 +1870400605,20141117T000000,600000.0,4,2.25,1970,7125,1.5,0,0,3,7,1500,470,1908,0,98115,47.6725,-122.293,1980,4750 +4047200825,20141011T000000,400000.0,1,1.0,1390,60984,1.0,0,0,3,6,1390,0,1960,0,98019,47.7652,-121.903,1620,24225 +7304300430,20141201T000000,364000.0,4,1.0,1020,11383,1.5,0,0,5,6,1020,0,1947,0,98155,47.7429,-122.321,1290,11213 +8079010190,20140626T000000,440000.0,4,2.5,2250,7526,2.0,0,0,3,8,2250,0,1989,0,98059,47.5123,-122.15,1980,7526 +1453600182,20140528T000000,285000.0,2,1.0,800,6240,1.0,0,0,3,6,800,0,1954,0,98125,47.7257,-122.296,1530,8000 +9828700235,20150401T000000,669000.0,3,1.0,1560,4500,1.5,0,0,5,7,1560,0,1915,0,98112,47.6204,-122.292,1530,4500 +3448002285,20140702T000000,475000.0,4,2.0,2100,13468,1.0,0,0,5,7,1050,1050,1962,0,98125,47.7139,-122.292,1470,8675 +2513500010,20150504T000000,747000.0,2,1.0,990,4000,1.0,0,0,4,7,990,0,1911,0,98103,47.6589,-122.341,1560,4000 +9284801100,20150105T000000,317000.0,3,1.5,1060,5750,1.0,0,0,2,7,1060,0,1981,0,98126,47.5532,-122.372,1060,5750 +8901000491,20140828T000000,390000.0,2,1.0,1270,8164,1.0,0,0,4,6,1270,0,1941,0,98125,47.7116,-122.311,1580,9095 +452002135,20150422T000000,1070000.0,4,2.5,2740,5000,2.0,0,0,3,9,2740,0,2012,0,98107,47.674,-122.371,1660,5000 +6610000591,20141021T000000,1205000.0,4,2.75,2470,5500,1.0,0,3,3,9,1570,900,1960,2005,98107,47.6586,-122.358,1620,5500 +7518501025,20150327T000000,580000.0,3,1.75,1970,5100,1.0,0,0,3,7,1130,840,1908,1965,98117,47.6831,-122.379,1250,4080 +6072400470,20141113T000000,518000.0,4,2.5,2070,10244,1.0,0,0,3,8,1370,700,1969,0,98006,47.5592,-122.178,2070,9683 +1865800250,20141204T000000,147500.0,3,1.75,1010,6552,1.0,0,0,3,7,1010,0,1969,0,98042,47.375,-122.117,1010,6552 +6072650250,20150424T000000,555000.0,4,2.25,2220,8125,1.0,0,0,4,8,1450,770,1965,0,98006,47.5429,-122.177,1980,8700 +8807900233,20140630T000000,427500.0,2,2.0,1090,934,3.0,0,0,3,8,1090,0,2008,0,98109,47.6341,-122.342,1090,1376 +3585901025,20140613T000000,1735000.0,3,2.5,4310,32093,1.5,0,4,5,10,2510,1800,1982,0,98177,47.7624,-122.38,3810,26400 +9238440020,20140717T000000,265950.0,3,2.5,1490,3840,2.0,0,0,3,7,1490,0,2002,0,98042,47.374,-122.133,2060,4384 +9325800005,20141201T000000,247500.0,2,1.0,700,6046,1.0,0,0,3,6,700,0,1950,0,98133,47.7172,-122.34,990,6790 +7520000020,20140523T000000,244000.0,4,1.0,1450,8960,1.0,0,0,3,6,1450,0,1943,0,98146,47.4972,-122.348,1160,7680 +3904920380,20150323T000000,578550.0,3,2.5,2120,6602,2.0,0,0,4,8,2120,0,1989,0,98029,47.5669,-122.012,2330,7795 +3630080430,20140617T000000,451000.0,4,2.5,1670,3315,2.0,0,0,3,7,1670,0,2005,0,98029,47.5532,-121.998,1650,2051 +8682262230,20140826T000000,489000.0,2,1.75,1810,4220,2.0,0,0,3,8,1810,0,2004,0,98053,47.7177,-122.034,1350,4479 +3326079016,20150504T000000,190000.0,2,1.0,710,1164794,1.0,0,0,2,5,710,0,1915,0,98014,47.6888,-121.909,1680,16730 +7214800430,20150305T000000,475000.0,3,3.0,2540,18900,1.0,0,0,3,7,1580,960,1978,0,98072,47.754,-122.144,2270,16000 +6430000275,20140506T000000,485000.0,3,2.0,1420,4080,1.5,0,0,3,7,1420,0,1905,2013,98103,47.6872,-122.349,1420,4590 +1924079090,20141016T000000,530000.0,3,2.75,2440,45738,2.0,0,0,3,8,1840,600,1987,0,98027,47.5453,-121.957,2440,189100 +1509500380,20150128T000000,379000.0,4,2.5,2570,10155,2.0,0,0,3,9,2570,0,1994,0,98030,47.3842,-122.17,2770,10155 +9809000010,20150106T000000,1629000.0,5,2.5,3090,16583,2.0,0,0,4,9,3090,0,1964,0,98004,47.6458,-122.218,3740,17853 +8722101100,20150319T000000,739000.0,3,1.75,2050,5160,1.5,0,0,4,8,1300,750,1926,0,98112,47.6374,-122.304,2220,5960 +8651410670,20141125T000000,189950.0,3,1.0,920,6460,1.0,0,0,5,6,920,0,1969,0,98042,47.3665,-122.082,920,4770 +3629830250,20141222T000000,637500.0,4,3.0,2320,4468,2.0,0,0,3,8,2160,160,1999,0,98029,47.546,-122.009,2330,3541 +868001435,20150127T000000,2225000.0,3,3.0,3450,16740,1.0,0,4,4,9,1960,1490,1949,1993,98177,47.7067,-122.38,3220,12528 +4168100020,20141204T000000,209950.0,3,1.0,1660,8800,1.0,0,0,4,7,960,700,1963,0,98023,47.3212,-122.352,1370,10112 +814000020,20150220T000000,460000.0,3,1.0,1130,7000,1.0,0,0,3,6,830,300,1944,0,98125,47.7132,-122.283,1050,7000 +7852010950,20141020T000000,543500.0,4,2.5,2550,5835,2.0,0,0,3,8,2550,0,1998,0,98065,47.5373,-121.87,2420,5817 +2395710010,20140605T000000,376000.0,4,2.75,2420,5773,2.0,0,0,3,8,2420,0,2005,0,98038,47.3772,-122.029,2420,6200 +3630000130,20141028T000000,430000.0,3,2.25,1470,1703,2.0,0,0,3,8,1470,0,2005,0,98029,47.5478,-121.999,1380,1107 +2105200010,20140904T000000,515000.0,4,2.5,2030,39049,1.0,0,0,4,7,1530,500,1953,0,98166,47.4413,-122.345,2400,14605 +2856100381,20140711T000000,580000.0,7,2.75,2310,2400,1.5,0,0,3,6,2310,0,1915,0,98117,47.6775,-122.39,1340,3825 +5608030020,20150203T000000,600000.0,5,3.5,3370,16846,2.0,0,1,3,9,2650,720,1998,0,98027,47.5584,-122.089,3330,13000 +3404700080,20141112T000000,476800.0,3,1.75,1900,43700,1.5,0,0,4,6,1900,0,1919,0,98052,47.7265,-122.136,2070,43995 +1890000275,20150429T000000,815000.0,3,1.5,1940,3570,2.0,0,0,4,8,1740,200,1916,0,98105,47.6618,-122.325,1580,3570 +7852000010,20140527T000000,455600.0,3,2.5,2420,8252,2.0,0,0,3,7,2420,0,1998,0,98065,47.5382,-121.871,2420,5818 +5230300280,20140515T000000,270000.0,3,1.0,1010,9514,1.0,0,0,3,7,1010,0,1969,0,98059,47.4936,-122.105,1010,9514 +4232902335,20140814T000000,1200000.0,5,4.0,2710,2800,3.0,0,0,3,10,2380,330,1974,2008,98119,47.6346,-122.364,1530,3600 +4232900250,20140710T000000,525000.0,2,1.5,1340,3600,1.5,0,0,3,7,1340,0,1903,0,98119,47.6358,-122.364,1340,3600 +1312930250,20140528T000000,242000.0,3,1.75,1310,9645,1.0,0,0,3,7,1310,0,1979,0,98198,47.4051,-122.29,1440,9893 +6446200305,20140623T000000,715000.0,4,2.5,2650,30500,1.0,0,0,4,8,1680,970,1960,0,98029,47.5535,-122.028,2650,30500 +7852020670,20150402T000000,475000.0,3,2.75,1890,3938,2.0,0,0,3,8,1890,0,1999,0,98065,47.5336,-121.867,1890,4142 +4475000170,20141111T000000,370000.0,4,3.0,2580,5511,2.0,0,0,3,8,2580,0,1999,0,98058,47.4286,-122.185,2010,5600 +7202360170,20140523T000000,788600.0,4,2.75,3500,7200,2.0,0,0,3,9,3500,0,2005,0,98053,47.6818,-122.025,3920,7666 +6146600185,20140507T000000,160000.0,2,1.0,1040,13100,1.0,0,0,5,6,1040,0,1912,0,98032,47.3877,-122.234,910,5080 +2825079001,20140814T000000,800000.0,5,1.75,1930,501376,2.0,0,0,3,7,1930,0,1930,0,98014,47.6294,-121.911,1710,87120 +3905040780,20140924T000000,520000.0,4,3.0,2190,5085,2.0,0,0,4,8,2190,0,1992,0,98029,47.5693,-122.002,2130,5142 +2488200168,20140718T000000,725000.0,3,1.75,1530,4000,2.0,0,0,3,8,1530,0,1985,0,98136,47.5239,-122.388,2140,5000 +3336000170,20141003T000000,335000.0,4,1.0,1480,6500,1.5,0,0,4,7,1480,0,1914,0,98118,47.5282,-122.267,2380,6000 +8835700010,20150116T000000,919000.0,4,2.5,3620,17133,1.0,0,4,3,10,2220,1400,1993,0,98075,47.5604,-122.027,3530,17026 +303800020,20150513T000000,425000.0,3,2.75,3370,13929,2.0,0,0,3,9,2650,720,1986,0,98092,47.3411,-122.197,2150,14048 +3971700670,20150314T000000,420000.0,5,2.5,2100,14395,1.0,0,0,3,7,1140,960,1983,0,98155,47.7723,-122.317,1830,8700 +2481610050,20141124T000000,905000.0,4,3.0,3370,47959,2.0,0,0,4,10,3370,0,1981,0,98072,47.733,-122.129,3370,38896 +4154304505,20140919T000000,435000.0,2,1.0,2240,7200,1.0,0,0,4,7,1120,1120,1940,0,98118,47.5631,-122.271,1390,6000 +7202330170,20140717T000000,438000.0,3,2.5,1650,3031,2.0,0,0,3,7,1650,0,2003,0,98053,47.682,-122.034,1560,3070 +9430100020,20140617T000000,725000.0,4,2.75,2630,7505,2.0,0,0,3,8,2630,0,1994,0,98052,47.6846,-122.163,2670,7506 +2436700280,20140528T000000,840000.0,4,1.75,2330,4000,2.0,0,0,5,8,1300,1030,1924,0,98105,47.666,-122.289,2040,4000 +7525211410,20140715T000000,425500.0,3,2.5,1970,2752,2.0,0,0,3,8,1970,0,1978,0,98052,47.6345,-122.108,1850,2778 +3760500514,20140912T000000,853505.0,3,2.5,2820,14890,1.0,0,4,3,9,1770,1050,1985,0,98034,47.7019,-122.228,3740,14890 +4067600255,20140522T000000,398000.0,2,1.0,590,10945,1.5,0,0,3,5,590,0,1983,0,98010,47.3364,-122.033,2020,15180 +7853302130,20140604T000000,418500.0,3,2.5,2060,4399,2.0,0,0,3,7,2060,0,2007,0,98065,47.5415,-121.884,2060,4399 +811000050,20141231T000000,826000.0,3,1.5,1890,5000,1.5,0,0,3,9,1890,0,1929,0,98109,47.6312,-122.353,2560,5000 +8691330130,20140611T000000,742000.0,4,2.5,2810,10986,2.0,0,0,3,10,2810,0,1997,0,98075,47.5943,-121.981,3540,10986 +6623400050,20140909T000000,180000.0,4,1.0,1470,18581,1.5,0,0,3,6,1470,0,1924,0,98055,47.4336,-122.197,1770,18581 +9542801410,20150114T000000,286000.0,4,1.75,2190,8400,2.0,0,0,2,8,2190,0,1978,0,98023,47.3003,-122.373,2410,7700 +7202330190,20141001T000000,421200.0,3,2.5,1440,3060,2.0,0,0,3,7,1440,0,2003,0,98053,47.6821,-122.035,1650,3060 +3303950660,20140731T000000,390000.0,3,3.0,2480,14141,1.0,0,0,3,8,1500,980,1994,0,98038,47.3778,-122.033,2480,10667 +4140930010,20140919T000000,739000.0,4,2.5,2780,6737,2.0,0,0,3,9,2780,0,2002,0,98006,47.5656,-122.122,2750,7950 +2724069169,20140724T000000,499900.0,4,3.0,2180,12196,2.0,0,0,4,7,2180,0,1968,0,98027,47.5338,-122.033,1500,6534 +7979900430,20141203T000000,670000.0,3,2.25,3340,13805,1.0,0,0,3,8,3340,0,1950,1992,98155,47.744,-122.292,2060,12304 +1338300010,20141013T000000,842500.0,3,2.25,2560,3996,1.5,0,0,3,8,2150,410,1910,0,98112,47.6321,-122.306,2970,4320 +5238800020,20141208T000000,492500.0,2,2.25,1600,80400,2.0,0,0,4,7,1600,0,1978,0,98070,47.4422,-122.505,1600,198414 +4154305575,20140903T000000,836500.0,3,2.5,2230,7200,3.0,0,3,3,9,2230,0,1996,0,98118,47.558,-122.265,2230,7200 +6821102385,20150326T000000,334000.0,2,1.0,900,1818,2.0,0,0,4,7,900,0,1945,0,98199,47.6485,-122.397,1570,1830 +6600410480,20140828T000000,179900.0,3,1.0,1010,9920,1.0,0,0,3,6,1010,0,1977,0,98042,47.3238,-122.14,1270,9680 +4146800050,20141126T000000,563000.0,3,2.0,1580,5289,1.0,0,0,3,7,870,710,1940,0,98103,47.6881,-122.342,1310,5535 +3793500050,20150303T000000,310000.0,3,2.5,1890,6300,2.0,0,0,3,7,1890,0,2003,0,98038,47.3673,-122.031,2100,6525 +641900050,20140819T000000,335000.0,4,2.25,2160,8817,1.0,0,0,3,7,1460,700,1965,0,98133,47.7595,-122.356,1880,8817 +641900050,20150206T000000,499950.0,4,2.25,2160,8817,1.0,0,0,3,7,1460,700,1965,0,98133,47.7595,-122.356,1880,8817 +2402100715,20140726T000000,658500.0,2,1.0,1410,5101,1.5,0,0,3,8,1410,0,1927,0,98103,47.6872,-122.333,1410,4224 +1453602313,20141029T000000,297000.0,2,1.5,1430,1650,3.0,0,0,3,7,1430,0,1999,0,98125,47.7222,-122.29,1430,1650 +1890000225,20140620T000000,725000.0,6,1.75,2380,4080,2.0,0,0,3,8,2380,0,1917,0,98105,47.6629,-122.325,2030,4080 +7525900050,20141205T000000,780000.0,3,2.25,2206,82031,1.0,0,2,3,6,866,1340,1983,0,98074,47.6302,-122.069,2590,53024 +6413600290,20140509T000000,252500.0,3,1.0,1030,6127,1.0,0,0,3,7,880,150,1947,0,98125,47.7192,-122.32,1610,6127 +952006728,20140613T000000,330000.0,3,2.5,1070,1155,2.0,0,0,3,7,720,350,2005,0,98102,47.5617,-122.385,1120,2594 +1088801350,20150210T000000,525000.0,3,2.5,2320,9610,1.0,0,0,3,9,1730,590,1990,0,98011,47.7394,-122.204,2450,9608 +3575302759,20140806T000000,365000.0,2,1.75,1270,7500,1.0,0,0,4,7,1270,0,1982,0,98074,47.6186,-122.063,1280,7500 +3508100161,20150327T000000,500000.0,4,3.0,2570,9104,2.0,0,2,3,7,2570,0,1930,0,98116,47.5821,-122.401,1630,4950 +8651410190,20141112T000000,179950.0,3,1.0,920,4875,1.0,0,0,5,6,920,0,1969,0,98042,47.3648,-122.081,960,5200 +1823099028,20140722T000000,440000.0,3,2.0,1790,32379,1.0,0,0,3,7,1790,0,2007,0,98045,47.4826,-121.698,2290,43560 +745000005,20140825T000000,145000.0,1,0.75,480,9750,1.0,0,0,2,4,480,0,1948,0,98146,47.4982,-122.362,1550,9924 +9414700020,20150422T000000,331000.0,4,3.0,2483,5701,2.0,0,0,3,8,2483,0,2005,0,98030,47.3623,-122.199,2075,5720 +2331300415,20140620T000000,780000.0,3,2.25,2140,3000,2.0,0,0,3,9,2140,0,1905,2006,98103,47.6767,-122.351,1430,4712 +6815100380,20150514T000000,855000.0,3,1.75,1900,4000,1.0,0,0,3,7,1300,600,1965,0,98103,47.6854,-122.331,1880,4000 +7575610250,20141014T000000,225000.0,3,2.25,1650,7739,1.0,0,0,3,8,1290,360,1986,0,98003,47.3532,-122.304,1650,6033 +5153900080,20140714T000000,199000.0,3,1.0,1510,9100,1.0,0,0,3,7,1510,0,1966,0,98003,47.3331,-122.319,1180,7220 +7525410190,20140502T000000,550000.0,3,1.75,2910,35200,1.5,0,0,3,8,2910,0,1979,0,98075,47.5747,-122.035,2590,37500 +6819100020,20140529T000000,1425000.0,4,4.25,4960,6000,2.5,0,0,3,11,3680,1280,1909,2003,98109,47.6437,-122.356,2160,4080 +1868902745,20140502T000000,805000.0,3,2.0,2710,4500,1.5,0,0,4,8,1880,830,1929,0,98115,47.6747,-122.295,2060,4500 +3783100080,20140604T000000,261000.0,3,1.5,1810,29308,1.0,0,0,3,7,950,860,1983,0,98042,47.3585,-122.067,1790,37531 +3327750020,20140909T000000,347000.0,3,1.0,940,9198,1.0,0,0,3,7,940,0,1968,0,98052,47.6889,-122.117,1430,8370 +1112700010,20140619T000000,390000.0,3,2.25,1600,10240,1.0,0,0,3,7,1090,510,1979,0,98034,47.7281,-122.232,1520,9394 +9269260420,20141110T000000,436000.0,4,2.5,2640,3899,2.0,0,0,3,7,2640,0,2000,0,98011,47.754,-122.217,2460,4057 +9286730020,20150331T000000,1802750.0,5,3.25,3890,20005,1.0,0,0,3,10,2260,1630,1977,0,98004,47.6312,-122.224,3450,20176 +8673400190,20140723T000000,557000.0,3,2.5,1630,1587,3.0,0,0,3,8,1630,0,2004,0,98107,47.6693,-122.393,1500,1527 +1951600250,20150406T000000,135000.0,3,1.0,830,9600,1.0,0,0,3,7,830,0,1959,0,98032,47.3698,-122.297,1240,9198 +3296900280,20150325T000000,425000.0,3,2.5,1800,14036,2.0,0,0,3,8,1800,0,1993,0,98019,47.7334,-121.97,2450,14025 +5459000305,20150408T000000,648752.0,3,2.25,2060,9953,1.0,0,0,5,8,1070,990,1964,0,98040,47.5767,-122.233,2340,9600 +4122900020,20140626T000000,1388000.0,4,3.0,4040,20001,1.0,0,0,3,9,2020,2020,1972,2001,98004,47.6408,-122.212,2990,20098 +5212000020,20150324T000000,630100.0,4,2.75,1910,11356,1.0,0,0,5,7,1160,750,1977,0,98033,47.6999,-122.2,1770,11357 +1825079005,20140609T000000,739000.0,4,2.5,2800,246114,2.0,0,0,3,9,2800,0,1999,0,98014,47.6586,-121.962,2750,60351 +6450303235,20140818T000000,269000.0,3,1.5,1320,2625,2.0,0,0,3,7,1320,0,1986,0,98133,47.7316,-122.338,1230,5250 +7227501190,20150427T000000,250000.0,3,1.0,1220,5038,1.0,0,0,5,6,1220,0,1942,0,98056,47.496,-122.189,1140,5038 +7853300020,20150320T000000,475000.0,5,2.75,3100,5298,2.0,0,0,3,7,3100,0,2007,0,98065,47.5369,-121.887,2440,5250 +2922703235,20141119T000000,290000.0,1,1.0,550,5700,1.0,0,0,2,6,550,0,1916,0,98117,47.6846,-122.366,1100,4560 +6138000095,20141118T000000,219000.0,3,1.0,1080,10639,1.5,0,0,3,7,1080,0,1953,0,98002,47.3171,-122.219,1470,10600 +2356800020,20140929T000000,416000.0,2,1.0,880,6650,1.0,0,0,5,6,880,0,1918,0,98117,47.6914,-122.372,1250,6650 +5379805495,20150413T000000,179000.0,2,1.0,720,8914,1.0,0,0,3,6,720,0,1949,0,98188,47.4488,-122.274,1100,8916 +3861440010,20140715T000000,302000.0,4,2.75,2030,9120,1.0,0,0,4,7,2030,0,1988,0,98003,47.282,-122.303,1790,7627 +2505500009,20150427T000000,565000.0,4,2.0,2040,8281,2.0,0,1,3,7,2040,0,1961,0,98033,47.6689,-122.195,2560,8281 +3388000080,20150422T000000,281700.0,3,1.0,1570,8316,1.0,0,0,3,7,1070,500,1962,0,98031,47.3943,-122.198,2030,8295 +480000170,20140627T000000,480000.0,2,1.0,1500,3420,1.0,0,0,3,7,1500,0,1902,0,98103,47.661,-122.338,2050,3420 +2597650660,20141013T000000,775000.0,4,2.5,3180,15358,2.0,0,0,3,9,3180,0,1988,0,98027,47.5172,-122.053,3020,15522 +7304300470,20140904T000000,375000.0,3,1.75,1260,11224,1.0,0,0,5,7,1260,0,1947,0,98155,47.7444,-122.321,1570,11052 +7334600170,20141013T000000,345000.0,3,1.5,1390,13860,2.0,0,0,3,7,1390,0,1979,0,98045,47.4704,-121.747,1390,11860 +7222000244,20150223T000000,300000.0,3,3.0,2850,9375,1.0,0,0,3,8,2240,610,1977,0,98055,47.4655,-122.209,1800,9375 +9558020840,20150422T000000,364950.0,4,2.5,2070,2992,2.0,0,0,3,8,2070,0,2002,0,98058,47.4496,-122.12,1900,2957 +5592900020,20141202T000000,410000.0,3,3.25,2650,7819,1.0,0,2,4,8,1760,890,1956,0,98056,47.4821,-122.192,2400,7727 +8732190380,20150414T000000,231000.0,3,1.75,1220,8817,1.0,0,0,3,7,1220,0,1978,0,98023,47.3111,-122.396,2000,8028 +2249800080,20140523T000000,445000.0,3,2.0,1630,8702,1.0,0,0,3,9,1630,0,1987,0,98056,47.5168,-122.193,2250,9890 +2062600020,20140708T000000,530000.0,2,2.5,1785,779,2.0,0,0,3,7,1595,190,1975,0,98004,47.5959,-122.198,1780,794 +7660100309,20141226T000000,353500.0,3,2.5,1260,972,2.0,0,0,3,8,840,420,2008,0,98144,47.5872,-122.316,1270,925 +6093900280,20140507T000000,209950.0,3,1.5,1380,11130,1.0,0,0,3,7,1380,0,1960,0,98003,47.3146,-122.323,1380,9200 +4154303125,20150423T000000,650000.0,3,1.75,2330,7200,1.0,0,0,4,8,1320,1010,1950,0,98118,47.565,-122.274,1820,7200 +2695600005,20140620T000000,325000.0,2,1.0,840,4239,1.0,0,0,3,7,840,0,1948,0,98126,47.5319,-122.382,1120,4494 +3826500020,20140828T000000,257000.0,3,2.25,1730,9516,1.0,0,0,3,8,1180,550,1978,0,98030,47.3823,-122.166,1870,8165 +9238440130,20140630T000000,337000.0,4,2.5,2230,5970,2.0,0,0,4,7,2230,0,2002,0,98042,47.3745,-122.131,1970,4919 +3630030010,20140926T000000,541000.0,3,2.5,1790,4038,2.0,0,0,3,8,1790,0,2005,0,98029,47.5499,-121.998,1700,3365 +1592000130,20141114T000000,577500.0,3,2.5,2280,10879,2.0,0,0,3,9,2280,0,1984,0,98074,47.6217,-122.034,2400,9536 +2487200279,20141124T000000,560000.0,3,2.5,2430,5128,1.0,0,1,3,8,1270,1160,1978,0,98136,47.5198,-122.389,2510,5330 +1959703070,20141029T000000,979700.0,5,3.0,3730,5500,1.5,0,0,3,7,2160,1570,1927,0,98102,47.6507,-122.32,1890,5500 +4038700680,20140725T000000,750000.0,5,3.0,2230,8560,1.0,0,0,3,8,1150,1080,1960,2014,98008,47.6154,-122.115,2040,8560 +9390700095,20140808T000000,407500.0,2,1.0,770,2971,1.0,0,2,3,7,770,0,1923,0,98102,47.6358,-122.322,1440,4000 +6392003810,20140523T000000,530000.0,4,1.75,1814,5000,1.0,0,0,4,7,944,870,1951,0,98115,47.684,-122.281,1290,5000 +7806210250,20150406T000000,235000.0,4,1.75,1920,9350,1.0,0,0,4,7,1000,920,1977,0,98002,47.292,-122.195,1910,8400 +2919200440,20150407T000000,715000.0,4,2.5,1860,3840,1.5,0,0,3,7,1170,690,1928,2014,98117,47.6886,-122.359,1400,3840 +6751500185,20150421T000000,795000.0,5,3.0,2750,10000,1.0,0,0,4,7,1730,1020,1957,0,98008,47.5878,-122.13,2520,10000 +5137300130,20140509T000000,465000.0,4,2.5,1930,9653,1.0,0,0,4,9,1930,0,1968,0,98023,47.3367,-122.335,2100,10454 +2744000010,20140513T000000,287600.0,3,2.5,1950,8251,2.0,0,0,3,7,1950,0,1990,0,98001,47.343,-122.28,1540,8588 +4279600010,20141230T000000,630000.0,6,3.0,2470,9328,2.0,0,0,3,8,2470,0,1982,0,98007,47.6025,-122.153,2470,9454 +2540830020,20150401T000000,445000.0,3,2.25,1630,6449,1.0,0,0,3,7,1310,320,1986,0,98011,47.7275,-122.232,1620,7429 +7214800190,20150105T000000,490000.0,4,2.25,2110,16200,1.0,0,0,3,8,1630,480,1978,0,98072,47.752,-122.144,2370,16000 +9169100185,20150225T000000,565000.0,3,1.75,1490,5000,1.0,0,1,3,8,1250,240,1954,0,98136,47.5257,-122.392,1980,5000 +859000022,20140819T000000,330000.0,3,2.5,1740,1844,2.0,0,0,3,8,1320,420,2008,0,98106,47.5248,-122.365,1740,1789 +1180005050,20141218T000000,463000.0,4,2.75,1900,6000,1.0,0,2,3,7,1300,600,1961,0,98178,47.495,-122.229,2230,6000 +3625700010,20140506T000000,1870000.0,5,4.0,4510,15175,2.0,0,0,3,10,4510,0,1969,2002,98040,47.5309,-122.228,3510,13500 +7335400020,20140626T000000,219500.0,3,1.0,1090,6710,1.5,0,0,5,5,1090,0,1912,0,98002,47.3066,-122.217,1170,6708 +8902000050,20141027T000000,622200.0,3,1.75,1720,7200,1.0,0,0,3,7,1420,300,1959,0,98125,47.7062,-122.304,1380,8000 +1972200698,20140528T000000,474800.0,2,3.25,1400,1243,3.0,0,0,3,8,1400,0,2000,0,98103,47.6534,-122.353,1400,1335 +415100010,20140611T000000,465000.0,4,2.5,2090,9702,1.0,0,0,5,7,1320,770,1965,0,98133,47.7467,-122.339,1850,7200 +5500200010,20141014T000000,389950.0,3,1.75,1580,9049,1.0,0,0,3,8,1580,0,1966,0,98177,47.7776,-122.375,2100,8446 +1842390130,20141024T000000,650000.0,4,2.5,2620,19864,2.0,0,0,4,8,2620,0,1984,0,98052,47.7014,-122.122,2500,13285 +6362900007,20140905T000000,395000.0,3,2.0,1500,2506,1.0,0,0,3,7,870,630,2003,0,98144,47.5962,-122.301,1500,4662 +5466380050,20141219T000000,304500.0,4,2.5,2030,5202,2.0,0,0,3,8,2030,0,2001,0,98031,47.388,-122.176,2260,5232 +7417700185,20150314T000000,307000.0,3,1.0,1020,8484,1.0,0,0,3,6,1020,0,1949,0,98155,47.7719,-122.31,1180,9660 +4127000050,20150107T000000,485000.0,3,2.5,1540,7120,1.0,0,0,3,7,770,770,1938,2013,98038,47.3729,-122.037,1000,6638 +8084900170,20141023T000000,1562000.0,5,3.0,3910,16200,1.0,0,0,4,9,2890,1020,1960,0,98004,47.6326,-122.217,3620,16200 +2205700470,20150122T000000,650500.0,5,4.25,3920,11412,2.0,0,0,3,7,3920,0,1955,2005,98006,47.5766,-122.151,1400,9750 +3629200020,20150202T000000,960000.0,4,2.5,3180,10105,2.0,0,0,4,9,3180,0,1986,0,98040,47.5328,-122.226,2670,10355 +6070800050,20150213T000000,710000.0,3,2.5,2330,9160,2.0,0,0,3,9,2330,0,1997,0,98006,47.5467,-122.181,2460,9160 +6329000185,20150329T000000,540000.0,3,2.5,2600,23361,1.5,1,4,3,8,2150,450,1912,0,98146,47.4997,-122.379,1700,14700 +8815400020,20140724T000000,601000.0,4,1.75,1950,4200,1.0,0,0,5,7,1040,910,1951,0,98115,47.6755,-122.285,1450,5000 +1742800430,20150504T000000,463828.0,5,1.75,3250,13702,1.0,0,2,3,8,1650,1600,1965,0,98055,47.4883,-122.225,2620,11328 +5006000170,20150211T000000,293000.0,4,1.0,1130,8308,1.5,0,0,4,6,1130,0,1944,0,98166,47.4669,-122.355,1130,8652 +7202310010,20141020T000000,597500.0,3,2.5,2620,4800,2.0,0,0,3,7,2620,0,2002,0,98053,47.6849,-122.037,2400,4756 +323089005,20150326T000000,240000.0,2,1.0,1120,45302,1.0,0,2,4,5,1120,0,1932,0,98045,47.5105,-121.77,2150,101930 +1525079056,20140502T000000,284000.0,3,1.75,1800,23103,1.0,0,0,3,7,1800,0,1968,0,98014,47.6517,-121.906,1410,18163 +4140900050,20150126T000000,440000.0,4,1.75,2180,10200,1.0,0,2,3,8,2000,180,1966,0,98028,47.7638,-122.27,2590,10445 +7387500235,20140515T000000,340000.0,3,1.75,1960,8136,1.0,0,0,3,7,980,980,1948,0,98106,47.5208,-122.364,1070,7480 +7387500235,20150317T000000,363000.0,3,1.75,1960,8136,1.0,0,0,3,7,980,980,1948,0,98106,47.5208,-122.364,1070,7480 +3726800010,20140714T000000,270000.0,2,1.0,1150,3600,1.0,0,0,3,6,1150,0,1910,0,98144,47.5729,-122.31,1160,4000 +2621760290,20140827T000000,365000.0,4,2.5,2800,6820,2.0,0,0,4,7,2800,0,1997,0,98042,47.3695,-122.108,2060,6820 +6046401300,20140609T000000,428000.0,3,2.0,1310,2550,1.0,0,0,3,7,780,530,1986,0,98103,47.6911,-122.35,1460,5100 +3326069026,20150401T000000,600000.0,3,1.75,2340,57499,1.0,0,0,3,8,2340,0,1988,0,98053,47.6989,-122.044,3260,137649 +6608500290,20141024T000000,405000.0,3,2.5,1430,10200,1.0,0,0,3,7,1430,0,1960,0,98033,47.7012,-122.166,1470,10350 +1862700290,20140711T000000,339900.0,4,2.5,2340,9748,1.0,0,1,3,8,1610,730,1981,0,98003,47.3363,-122.331,2070,8241 +4331000190,20141223T000000,275000.0,3,1.0,1290,11250,1.0,0,0,3,7,1290,0,1956,0,98166,47.4743,-122.341,1410,11196 +5101400994,20140717T000000,361600.0,2,1.0,760,6380,1.0,0,0,3,6,760,0,1941,0,98115,47.6914,-122.31,1590,6380 +1615900020,20150320T000000,325000.0,6,2.0,2780,13950,2.5,0,0,4,7,2780,0,1955,1964,98030,47.3738,-122.226,2120,13950 +2804600005,20141219T000000,1050000.0,3,2.0,2090,4077,1.5,0,0,4,8,1530,560,1931,0,98112,47.6433,-122.3,2010,4132 +7431500280,20141110T000000,959750.0,4,3.0,3060,50002,1.0,0,2,4,8,2460,600,1957,0,98008,47.6205,-122.096,2740,16181 +6303401365,20140603T000000,210000.0,3,1.0,1110,7962,1.0,0,0,3,7,1110,0,1962,0,98146,47.5035,-122.36,1200,8094 +2817850290,20141201T000000,258000.0,3,2.0,1790,7879,1.5,0,0,3,7,1790,0,1998,0,98001,47.2634,-122.289,1790,7879 +3205100080,20140708T000000,468000.0,3,1.5,1830,9848,1.0,0,0,5,7,1830,0,1962,0,98056,47.539,-122.18,1830,8168 +2464400280,20150504T000000,710000.0,4,3.5,2850,2910,2.0,0,2,3,8,1970,880,1905,1996,98115,47.6855,-122.321,1460,3880 +7889601300,20150421T000000,268000.0,3,1.0,1420,6000,1.0,0,0,3,6,1420,0,1941,0,98146,47.4913,-122.336,1480,6000 +8151600101,20150116T000000,115000.0,2,1.0,790,7252,1.0,0,0,3,5,790,0,1930,0,98146,47.5048,-122.365,1260,11470 +3764650010,20150513T000000,500000.0,3,2.5,2300,4307,2.0,0,0,3,8,2300,0,1998,0,98034,47.7326,-122.197,2010,4307 +3521069150,20141017T000000,431000.0,3,2.5,2440,71002,1.0,0,0,4,9,2440,0,1996,0,98022,47.2689,-122.01,3170,84000 +4345000440,20150223T000000,241500.0,3,2.0,1310,7349,1.0,0,0,3,7,870,440,1995,0,98030,47.3639,-122.186,1690,6580 +1822059073,20150414T000000,300000.0,3,1.0,1380,12000,1.0,0,0,3,7,1380,0,1963,0,98031,47.3997,-122.215,1890,22001 +2600130190,20141107T000000,982000.0,4,2.5,2790,10289,2.0,0,0,3,9,2790,0,1987,0,98006,47.5483,-122.158,2650,10126 +7985100190,20150106T000000,248500.0,3,2.5,1360,7293,2.0,0,0,3,8,1360,0,1988,0,98003,47.3304,-122.302,1540,7353 +305010050,20141231T000000,665000.0,4,2.5,2510,5936,2.0,0,0,3,9,2510,0,1998,0,98075,47.5847,-122.032,2760,6060 +3761100257,20140714T000000,1215000.0,3,3.0,4560,16339,2.0,0,2,3,10,4040,520,2001,0,98034,47.7024,-122.243,2620,11561 +952003340,20140709T000000,380000.0,2,1.0,780,3910,1.0,0,0,3,6,780,0,1918,0,98126,47.566,-122.38,1500,5060 +3347401315,20140616T000000,220000.0,3,2.0,1410,7998,1.0,0,0,4,7,1410,0,1940,0,98178,47.4968,-122.277,1780,8278 +513000585,20140707T000000,631500.0,4,2.0,2530,5650,1.5,0,0,4,8,1910,620,1910,0,98116,47.5778,-122.382,1310,5750 +1049010050,20141219T000000,386100.0,3,2.0,1270,6760,1.0,0,0,5,7,1270,0,1972,0,98034,47.7381,-122.179,1550,5734 +1370802455,20140813T000000,1050000.0,4,4.5,3180,4606,2.0,0,3,4,9,1990,1190,1929,0,98199,47.6402,-122.405,2110,5323 +4206901435,20150122T000000,650000.0,2,1.75,1450,4000,1.5,0,0,4,7,1350,100,1903,0,98105,47.6571,-122.326,1310,4000 +1467400095,20150224T000000,545000.0,4,1.75,2040,53578,1.0,0,0,5,7,1160,880,1959,0,98038,47.3844,-122.0,2040,53578 +2592210290,20141010T000000,870000.0,4,2.5,2650,12001,2.0,0,0,4,9,2650,0,1984,0,98006,47.5496,-122.14,2880,14054 +3034200275,20140817T000000,380000.0,3,1.75,1240,8611,1.0,0,0,4,7,1240,0,1973,0,98133,47.7175,-122.331,1700,8037 +7221400285,20150209T000000,265000.0,2,1.0,820,8423,1.0,0,2,3,6,820,0,1957,0,98055,47.4741,-122.2,1960,9140 +7518502210,20140530T000000,645500.0,2,1.0,1890,5202,1.5,0,0,4,7,1890,0,1909,0,98117,47.6786,-122.379,1670,5100 +1646501845,20140913T000000,570000.0,3,2.0,1270,3090,2.0,0,0,5,7,1270,0,1911,0,98117,47.685,-122.359,1440,3090 +8081020380,20150217T000000,1200000.0,4,2.5,3350,11688,1.0,0,2,3,10,1760,1590,1995,0,98006,47.5507,-122.133,4240,10804 +2158900095,20141027T000000,605000.0,2,1.0,1550,3200,1.5,0,0,3,8,1550,0,1927,0,98112,47.6368,-122.306,1800,3937 +4031000460,20140610T000000,199500.0,3,1.0,920,9812,1.0,0,0,4,7,920,0,1962,0,98001,47.2958,-122.284,1188,9812 +3881900605,20150315T000000,445000.0,2,1.0,950,4800,1.0,0,0,3,6,950,0,1941,0,98144,47.5864,-122.301,1420,5400 +5700002285,20141016T000000,495000.0,4,1.75,2040,3570,1.0,0,0,4,7,1020,1020,1917,0,98144,47.5754,-122.288,1790,4206 +6392002635,20140612T000000,594000.0,4,1.75,1870,5200,2.0,0,0,4,7,1200,670,1937,0,98115,47.6843,-122.283,1790,5000 +6822100305,20140819T000000,465000.0,3,1.75,1720,5280,1.0,0,0,4,8,900,820,1943,0,98199,47.6493,-122.401,1600,6000 +1871400585,20150422T000000,160000.0,2,1.0,1020,13647,1.0,0,0,5,6,1020,0,1915,1974,98022,47.2848,-121.927,980,8250 +7300410010,20141204T000000,340000.0,4,2.5,2690,6099,2.0,0,0,3,9,2690,0,1998,0,98092,47.3314,-122.171,2520,6168 +925069134,20140910T000000,870000.0,4,2.0,3090,41147,1.0,0,0,3,7,3090,0,1990,0,98052,47.6748,-122.049,3300,34280 +2114700460,20140818T000000,249000.0,3,1.5,1070,5150,1.0,0,0,4,6,1070,0,1940,0,98106,47.5335,-122.349,1020,4800 +3326059238,20150506T000000,500000.0,4,2.25,2050,7201,2.0,0,0,3,8,2050,0,1994,0,98033,47.7003,-122.165,1970,7350 +3750606890,20140626T000000,220000.0,3,1.5,1660,15600,2.0,0,0,3,7,1660,0,1981,0,98001,47.2589,-122.279,1660,14400 +9117100130,20140812T000000,368500.0,5,1.75,2810,9360,1.0,0,0,4,7,1520,1290,1965,0,98055,47.4361,-122.193,1770,9360 +5469502660,20140929T000000,439950.0,4,2.25,2460,14600,1.0,0,0,4,8,1720,740,1977,0,98042,47.3762,-122.16,2460,14600 +3356402232,20140924T000000,179900.0,3,1.75,1230,12000,1.0,0,0,3,6,1230,0,1970,0,98001,47.2878,-122.251,1550,12000 +8030500010,20140528T000000,490000.0,4,2.5,2360,4367,2.0,0,0,3,8,2360,0,2003,0,98011,47.7731,-122.167,2360,4868 +2425700022,20140929T000000,425000.0,4,1.75,1730,11890,1.0,0,0,2,7,980,750,1955,0,98004,47.5979,-122.194,2100,12325 +3956100050,20140829T000000,533300.0,4,2.5,2770,21806,2.0,0,0,3,9,2770,0,1991,0,98045,47.4815,-121.768,2500,21656 +5292200010,20150116T000000,447500.0,4,2.0,1770,3332,2.0,0,0,3,7,1630,140,1924,1975,98118,47.5563,-122.281,1640,4000 +4178310080,20140723T000000,768000.0,5,2.75,3030,13640,2.0,0,0,4,8,3030,0,1980,0,98007,47.6186,-122.146,2500,13225 +1180002745,20140521T000000,285000.0,3,1.75,2380,6000,1.5,0,0,3,7,1320,1060,1935,0,98178,47.498,-122.222,1290,6000 +4047200655,20140509T000000,336900.0,3,1.75,1780,120661,1.0,0,0,4,6,1780,0,1979,0,98019,47.7731,-121.897,1440,25000 +9477000080,20140714T000000,415000.0,4,1.5,1540,7886,2.0,0,0,3,7,1540,0,1967,0,98034,47.734,-122.193,1550,7396 +3905100840,20140723T000000,500000.0,3,2.25,1580,4379,2.0,0,0,4,8,1580,0,1994,0,98029,47.5694,-122.005,1770,4187 +7885800290,20141103T000000,337000.0,4,2.5,3200,5772,2.0,0,0,3,8,3200,0,2003,0,98042,47.3486,-122.153,3010,5772 +9475710170,20140919T000000,419950.0,4,2.5,2220,6800,2.0,0,0,3,7,2220,0,2002,0,98059,47.49,-122.15,2220,5303 +6885900415,20150107T000000,290000.0,4,2.75,2240,8162,2.0,0,0,5,7,1380,860,1946,0,98133,47.7427,-122.34,1550,8163 +5285200020,20140718T000000,349950.0,2,1.75,1640,4176,1.0,0,0,4,7,1040,600,1948,0,98118,47.5162,-122.26,1460,5200 +4039400430,20140516T000000,330000.0,3,1.5,1170,4950,1.0,0,0,4,7,1170,0,1960,0,98007,47.6057,-122.135,1570,7700 +2481610170,20140609T000000,965000.0,4,2.25,3160,34560,1.0,0,0,4,10,3160,0,1981,0,98072,47.7337,-122.132,3530,38045 +1795910420,20141031T000000,515000.0,3,2.5,2100,7851,2.0,0,0,3,8,2100,0,1986,0,98052,47.7242,-122.105,2100,8187 +7135521680,20140522T000000,665000.0,4,2.5,2600,17388,2.0,0,0,3,9,2600,0,1996,0,98059,47.5283,-122.146,2950,11553 +2011000020,20140826T000000,265000.0,3,1.75,1630,5999,1.5,0,0,4,7,1630,0,1985,0,98198,47.3816,-122.313,1540,7500 +1196002395,20140917T000000,545400.0,3,2.0,2850,19200,1.0,0,3,3,8,2340,510,2004,0,98023,47.3378,-122.348,2860,18240 +3876590420,20140624T000000,350000.0,4,3.0,2560,5606,2.0,0,0,3,9,2560,0,2004,0,98092,47.3274,-122.178,2667,7334 +4358700164,20141113T000000,260000.0,2,1.5,980,1296,2.0,0,0,3,7,840,140,2001,0,98133,47.7075,-122.336,1100,1228 +7631800015,20150407T000000,2510000.0,3,3.25,5480,57990,2.0,1,4,3,11,5480,0,1991,0,98166,47.4558,-122.371,2500,22954 +3260810150,20140926T000000,355000.0,3,2.0,2160,8091,1.5,0,0,3,8,2160,0,2000,0,98003,47.3474,-122.303,2190,8297 +7015201015,20141028T000000,879000.0,3,3.0,3030,5156,1.5,0,0,4,9,2080,950,1929,0,98119,47.647,-122.369,1910,5720 +9348700450,20140818T000000,833000.0,4,3.5,3560,7178,2.0,0,3,3,10,2590,970,2006,0,98052,47.7054,-122.107,3290,6978 +3151600035,20150107T000000,261590.0,2,1.0,760,6407,1.0,0,0,3,6,760,0,1943,0,98178,47.4977,-122.259,1050,8580 +2254502070,20141105T000000,512500.0,3,3.0,2260,2400,2.0,0,0,3,7,2260,0,1909,1972,98122,47.6094,-122.31,1320,2790 +8127700210,20150427T000000,600000.0,2,1.75,1560,3200,1.0,0,0,5,7,880,680,1946,0,98199,47.6419,-122.394,2060,4940 +2926049237,20141006T000000,417500.0,5,3.0,2270,6664,1.0,0,0,3,7,1340,930,1995,0,98125,47.7191,-122.315,1870,6187 +7785000230,20140527T000000,970000.0,5,3.0,3480,15185,2.0,0,0,4,8,3480,0,1964,0,98040,47.5757,-122.216,3030,14257 +2025701390,20140812T000000,316000.0,3,2.25,1900,7479,2.0,0,0,4,7,1900,0,1992,0,98038,47.3495,-122.037,1520,6559 +1561900330,20150306T000000,397500.0,4,3.0,2350,9952,1.0,0,0,3,9,1650,700,1989,0,98031,47.4194,-122.211,2440,9100 +1370800940,20140721T000000,1350000.0,3,2.5,2390,5500,1.0,0,3,3,9,1700,690,1952,0,98199,47.6389,-122.409,2700,5500 +8691300900,20140821T000000,840000.0,4,2.5,3730,9847,2.0,0,0,3,10,3730,0,1997,0,98075,47.587,-121.976,3490,10219 +3751606514,20140626T000000,270000.0,2,1.0,1780,81021,1.0,0,3,4,9,1780,0,1954,0,98001,47.2712,-122.265,1780,26723 +5104510490,20140527T000000,312900.0,4,2.5,1630,4473,2.0,0,0,3,7,1630,0,2003,0,98038,47.3546,-122.015,1830,5082 +3432500210,20150326T000000,325000.0,2,1.0,1130,6908,1.5,0,0,3,6,1130,0,1945,0,98155,47.745,-122.313,1150,6908 +2771604791,20140719T000000,680000.0,3,1.75,2140,3584,1.0,0,0,3,7,1070,1070,1952,0,98199,47.636,-122.391,1620,4000 +2537500040,20150304T000000,763000.0,4,2.5,3220,7873,2.0,0,0,3,10,3220,0,1994,0,98075,47.5849,-122.03,2610,8023 +1222069089,20140904T000000,375000.0,1,1.0,800,533610,1.5,0,0,5,5,800,0,1950,0,98038,47.4134,-121.986,1790,216057 +3332500100,20150408T000000,475000.0,3,2.5,1800,3300,2.0,0,0,3,7,1690,110,2004,0,98118,47.5491,-122.276,1570,4097 +7625702616,20141121T000000,219000.0,2,2.5,809,940,2.0,0,0,3,7,809,0,2003,0,98136,47.5499,-122.384,1260,4240 +2561330040,20150323T000000,415000.0,3,2.25,1820,9694,1.0,0,0,3,7,1240,580,1977,0,98074,47.6157,-122.05,1820,9694 +1423049019,20140523T000000,90000.0,2,1.0,580,7500,1.0,0,0,3,5,580,0,1943,0,98178,47.4852,-122.251,1700,11250 +1423049019,20150331T000000,220000.0,2,1.0,580,7500,1.0,0,0,3,5,580,0,1943,0,98178,47.4852,-122.251,1700,11250 +9277200065,20150226T000000,616000.0,3,2.0,2900,5650,1.0,0,2,3,8,1520,1380,1959,0,98116,47.5789,-122.396,1810,6250 +1920079039,20140815T000000,269500.0,2,1.0,1140,74052,1.0,0,0,4,6,1140,0,1968,0,98022,47.2093,-121.962,1730,43560 +7515000035,20150424T000000,395350.0,2,1.0,1060,5754,1.0,0,0,4,6,1060,0,1917,0,98117,47.6931,-122.372,1460,7200 +5315101728,20150319T000000,770000.0,4,3.0,2320,7200,1.0,0,0,3,7,1260,1060,1943,2000,98040,47.5893,-122.232,1760,7200 +326069164,20150429T000000,840000.0,4,2.5,3450,43216,2.0,0,0,3,9,3450,0,2000,0,98072,47.7625,-122.025,3030,50481 +2695600410,20141106T000000,428950.0,2,1.0,1760,4441,1.0,0,0,3,8,1310,450,1950,0,98126,47.5311,-122.381,1350,5748 +9348700610,20141217T000000,800000.0,4,3.75,3370,6766,2.0,0,0,3,9,3370,0,2005,0,98052,47.7063,-122.106,3530,6766 +7308900100,20140619T000000,401000.0,4,1.0,1940,5753,1.5,0,0,3,7,1940,0,1947,0,98177,47.7188,-122.358,2170,6075 +1453601502,20150226T000000,303697.0,4,2.0,2520,7334,1.0,0,0,3,7,1600,920,1955,0,98125,47.7263,-122.291,2040,7937 +4077800593,20140915T000000,355000.0,3,1.0,1360,8968,1.0,0,0,3,7,1360,0,1956,0,98125,47.7105,-122.289,1490,7355 +9268200641,20140820T000000,350000.0,2,1.0,800,5040,1.0,0,0,3,6,800,0,1960,0,98117,47.6953,-122.362,1020,5040 +6705850300,20150414T000000,754999.0,4,2.5,3010,9323,2.0,0,0,3,10,3010,0,1992,0,98075,47.578,-122.053,2840,8413 +3720800115,20150331T000000,982218.0,3,1.75,2340,5500,2.0,0,2,3,9,2340,0,1988,0,98102,47.6451,-122.319,2830,5500 +8079040330,20140927T000000,406500.0,3,2.0,1780,8621,1.0,0,0,3,8,1780,0,1992,0,98059,47.5062,-122.149,2470,8542 +1824079052,20150401T000000,1650000.0,4,3.25,4200,210394,2.0,0,0,4,10,4200,0,1993,0,98024,47.5607,-121.961,2370,184694 +1923300315,20150217T000000,565000.0,2,1.75,1720,3000,1.0,0,0,5,7,860,860,1925,0,98103,47.686,-122.351,1360,4500 +3336001316,20141106T000000,160000.0,2,1.0,830,4500,1.0,0,0,3,6,830,0,1920,0,98118,47.5248,-122.265,1092,5350 +9382200025,20150115T000000,220000.0,3,1.0,1090,6320,1.0,0,0,3,6,890,200,1954,0,98146,47.4976,-122.35,1460,7080 +7237500650,20150213T000000,1284000.0,5,4.25,5040,9466,2.0,0,0,3,11,5040,0,2004,0,98059,47.5282,-122.133,4300,9417 +3100500065,20140708T000000,970000.0,5,2.75,3500,5040,2.0,0,2,3,9,2950,550,1927,2007,98126,47.5527,-122.379,1450,5040 +795000620,20140924T000000,115000.0,3,1.0,1080,6250,1.0,0,0,2,5,1080,0,1950,0,98168,47.5045,-122.33,1070,6250 +795000620,20141215T000000,124000.0,3,1.0,1080,6250,1.0,0,0,2,5,1080,0,1950,0,98168,47.5045,-122.33,1070,6250 +795000620,20150311T000000,157000.0,3,1.0,1080,6250,1.0,0,0,2,5,1080,0,1950,0,98168,47.5045,-122.33,1070,6250 +8651430220,20140725T000000,183000.0,3,1.0,870,5200,1.0,0,0,5,6,870,0,1969,0,98042,47.3702,-122.078,870,5200 +7954300740,20140909T000000,527000.0,4,2.5,2830,6163,2.0,0,0,3,9,2830,0,2000,0,98056,47.5227,-122.19,2730,6202 +4046601460,20140606T000000,407193.0,4,2.0,1880,14653,2.0,0,0,3,8,1880,0,1978,0,98014,47.6959,-121.921,1750,14858 +6933600456,20150313T000000,970000.0,4,2.75,3600,5040,2.0,0,0,3,9,2610,990,2004,0,98199,47.6487,-122.388,1590,5040 +9357000650,20140527T000000,535000.0,4,2.5,2340,5600,2.0,0,0,3,7,2340,0,1921,2013,98146,47.5117,-122.379,1310,5600 +7347600490,20140814T000000,245000.0,3,2.0,2040,13125,1.0,0,0,3,6,810,1230,1910,0,98168,47.478,-122.278,1460,10582 +5095400760,20140623T000000,337000.0,3,1.75,1310,12750,1.0,0,0,3,7,1310,0,1993,0,98059,47.4695,-122.07,1790,13500 +1245003660,20150321T000000,630000.0,3,2.0,1470,6000,1.0,0,0,3,8,1090,380,1950,1996,98033,47.6829,-122.202,1880,7799 +3275300040,20140606T000000,320000.0,3,1.75,1370,9900,1.0,0,0,4,7,1370,0,1983,0,98003,47.2575,-122.312,1490,9600 +2407000405,20150226T000000,228500.0,3,1.0,1080,7486,1.5,0,0,3,6,990,90,1942,0,98146,47.4838,-122.335,1170,7800 +6664900330,20150223T000000,293000.0,3,2.5,1990,7577,2.0,0,0,3,7,1990,0,1990,0,98023,47.2908,-122.351,1900,7152 +4036800900,20140924T000000,447000.0,3,1.0,1310,7000,1.0,0,0,4,7,1310,0,1958,0,98008,47.6019,-122.123,1280,7300 +8648220150,20140507T000000,226500.0,3,1.75,1640,10762,1.0,0,0,3,7,1130,510,1988,0,98042,47.3586,-122.074,1680,10259 +3876313170,20141209T000000,436000.0,3,2.25,1770,8000,1.0,0,0,4,7,1350,420,1976,0,98072,47.7358,-122.17,1850,7875 +2738600220,20140804T000000,451000.0,3,2.5,2050,4876,2.0,0,0,3,8,2050,0,2005,0,98072,47.7746,-122.158,2320,4065 +1593000690,20150408T000000,315000.0,3,1.0,1170,62290,2.0,0,0,3,5,1170,0,1986,0,98045,47.5104,-121.787,1810,42173 +5101406536,20141028T000000,450000.0,2,1.0,1340,7250,1.0,0,0,4,7,1340,0,1951,0,98125,47.7015,-122.32,1450,7026 +2267000485,20141201T000000,635000.0,3,1.5,2240,5300,1.0,0,0,5,7,1120,1120,1955,0,98117,47.6927,-122.395,1740,7110 +822059059,20150325T000000,292500.0,2,1.0,880,17743,1.0,0,0,4,5,880,0,1951,0,98031,47.4115,-122.197,1217,13000 +2310110230,20140520T000000,329900.0,3,2.5,2170,4905,2.0,0,0,3,8,2170,0,2004,0,98038,47.3503,-122.039,2300,4935 +7974200777,20141118T000000,531000.0,2,1.5,1260,6660,1.5,0,0,4,7,1260,0,1926,0,98115,47.6792,-122.287,2140,4770 +2025059201,20140731T000000,725000.0,3,1.75,1880,13300,1.0,0,0,3,7,1380,500,1967,0,98004,47.634,-122.204,3550,10883 +1074100110,20140525T000000,355300.0,3,2.5,1620,7410,1.0,0,0,5,7,1620,0,1955,0,98133,47.7708,-122.335,1450,8121 +8000200090,20150427T000000,280000.0,3,2.5,1610,10022,2.0,0,0,3,7,1610,0,1996,0,98003,47.2583,-122.3,1820,10017 +1247100035,20140630T000000,1095000.0,4,2.75,3330,9143,2.0,0,0,4,10,3330,0,1995,0,98033,47.6821,-122.19,2390,9143 +7010700210,20140605T000000,605004.0,4,2.0,1370,4000,2.0,0,0,3,9,1370,0,1951,1994,98199,47.6593,-122.394,2010,5720 +7950304065,20150309T000000,260000.0,2,1.0,690,6000,1.0,0,0,3,6,690,0,1949,0,98118,47.5621,-122.283,840,3030 +9523100026,20140723T000000,748000.0,4,2.5,3170,4979,2.0,0,0,4,7,2570,600,1925,0,98103,47.6655,-122.34,2060,5000 +1093000090,20150416T000000,776000.0,2,2.0,1990,6180,1.0,0,0,4,7,1010,980,1941,0,98115,47.6792,-122.303,1470,5150 +1532300155,20140916T000000,425000.0,4,1.0,1080,6095,1.5,0,0,4,6,1080,0,1924,0,98103,47.6962,-122.346,1200,5060 +4006000423,20150108T000000,230000.0,4,1.0,1870,14703,1.5,0,0,3,6,1090,780,1928,0,98118,47.5274,-122.281,1650,6045 +8665900331,20150130T000000,418000.0,3,1.75,1670,12075,1.0,0,0,3,7,1370,300,1958,0,98155,47.7681,-122.307,1800,12123 +3370000150,20140804T000000,440000.0,4,2.5,2800,28254,2.0,0,0,3,9,2800,0,2001,0,98038,47.3552,-122.063,2530,4694 +1853080540,20141124T000000,858450.0,5,2.75,3460,7977,2.0,0,0,3,9,3460,0,2011,0,98074,47.5908,-122.062,3390,6630 +1023089197,20141007T000000,390000.0,3,2.0,1930,12443,1.0,0,0,3,7,1930,0,1969,0,98045,47.4906,-121.775,1400,12183 +1175001075,20140916T000000,957000.0,4,3.0,2370,3836,2.0,0,0,3,9,1750,620,1969,2008,98107,47.6718,-122.394,1690,4698 +6392001810,20140904T000000,507000.0,3,1.0,1180,6000,1.0,0,0,3,7,1180,0,1950,0,98115,47.6853,-122.286,1680,6000 +2767603160,20150225T000000,575000.0,2,1.0,1320,4750,1.5,0,0,4,7,1320,0,1928,0,98107,47.6729,-122.38,1360,2873 +8129700985,20150427T000000,700000.0,3,1.75,1350,4000,1.5,0,0,4,7,1350,0,1925,0,98103,47.6581,-122.354,1880,4000 +9406500600,20150205T000000,239950.0,2,1.5,1068,1452,2.0,0,0,3,7,1068,0,1990,0,98028,47.753,-122.244,1078,1357 +3830620300,20141103T000000,253000.0,3,1.0,1580,8240,1.0,0,0,4,7,1040,540,1978,0,98030,47.3542,-122.181,1480,9200 +4237901250,20150327T000000,540000.0,4,1.0,1690,3417,1.5,0,0,3,7,1690,0,1907,0,98199,47.663,-122.402,1970,4800 +3754501240,20150206T000000,1550000.0,3,4.0,5120,4600,3.0,0,2,3,11,4490,630,2008,0,98034,47.7052,-122.223,2510,5918 +2226069018,20141112T000000,805000.0,4,2.5,3960,38615,2.0,0,0,3,10,3960,0,2000,0,98077,47.7249,-122.024,3290,43560 +4206901215,20140612T000000,920000.0,4,3.25,2420,4000,1.5,0,0,5,9,1870,550,1911,0,98105,47.6567,-122.325,1810,4000 +3904930730,20141105T000000,496600.0,3,2.5,1910,5562,2.0,0,0,3,8,1910,0,1988,0,98029,47.5738,-122.017,1940,4647 +2115510300,20141016T000000,246000.0,3,2.25,1440,10500,1.0,0,0,3,8,1130,310,1983,0,98023,47.318,-122.391,1510,8125 +1773100620,20150505T000000,350000.0,5,3.0,2320,8400,1.0,0,0,3,7,1510,810,1963,0,98106,47.557,-122.365,1200,4800 +5075400150,20140523T000000,585000.0,3,2.0,1670,4572,1.5,0,0,3,8,1670,0,1931,0,98117,47.6854,-122.373,1480,4890 +3893100319,20150323T000000,450000.0,3,1.75,1390,11700,1.0,0,0,4,7,1390,0,1966,0,98033,47.7002,-122.192,1060,8686 +4139440610,20140512T000000,746000.0,3,2.5,2620,8950,2.0,0,0,3,9,2620,0,1992,0,98006,47.5523,-122.119,2850,8809 +2481590090,20141027T000000,598555.0,3,2.5,3040,7880,2.0,0,0,3,9,3040,0,2004,0,98056,47.5277,-122.184,3040,7880 +3222049151,20141030T000000,820000.0,3,2.5,2990,10711,1.0,1,4,3,9,1560,1430,1976,1991,98198,47.3573,-122.324,2870,11476 +1545805030,20141021T000000,266500.0,3,2.25,1740,5460,1.0,0,0,3,7,1210,530,1998,0,98038,47.3648,-122.046,1740,7500 +620079042,20150323T000000,370000.0,2,1.0,2360,105850,1.0,0,2,2,6,1180,1180,1947,0,98022,47.2495,-121.97,2640,386812 +6848200325,20140904T000000,625000.0,3,2.75,2240,3600,2.5,0,0,3,7,1650,590,1901,0,98102,47.6244,-122.326,1716,3120 +6929603207,20141210T000000,243500.0,4,2.0,1610,6200,1.0,0,0,4,7,1610,0,1979,0,98198,47.3833,-122.306,1610,7500 +3626039229,20150317T000000,340000.0,2,1.0,700,5829,1.0,0,0,3,6,700,0,1945,0,98103,47.6958,-122.357,1160,6700 +5589900610,20140918T000000,559950.0,5,3.0,2730,9519,1.0,0,0,3,8,1670,1060,2014,0,98155,47.7504,-122.307,1150,9519 +7153400100,20150219T000000,315000.0,3,2.75,1780,15114,1.0,0,0,3,7,1080,700,1980,0,98003,47.258,-122.305,1792,10155 +1125069086,20150428T000000,753000.0,3,2.5,3070,223463,2.0,0,0,3,9,3070,0,2003,0,98053,47.664,-121.993,3640,223463 +2902200076,20150128T000000,800000.0,3,3.0,2060,3200,2.0,0,0,3,8,2060,0,1907,1984,98102,47.637,-122.324,1760,2669 +8024201210,20140911T000000,550000.0,3,2.25,1360,5111,1.5,0,0,5,7,1360,0,1934,0,98115,47.6988,-122.313,1900,5111 +3755500065,20141106T000000,465000.0,3,2.0,1430,14250,1.0,0,0,3,7,1430,0,1953,0,98033,47.701,-122.199,1530,11475 +3890600150,20140528T000000,465000.0,3,2.25,1840,5752,2.0,0,0,3,7,1840,0,2003,0,98034,47.7042,-122.187,1670,2462 +2141320230,20150410T000000,710000.0,4,2.25,2000,8068,2.0,0,0,5,8,2000,0,1976,0,98006,47.5584,-122.137,2080,7837 +8078430360,20141216T000000,505000.0,3,2.5,1820,11012,2.0,0,0,3,8,1820,0,1988,0,98074,47.6358,-122.026,1860,7767 +333100209,20150318T000000,690000.0,3,1.75,2330,16300,2.0,0,0,3,9,2330,0,1964,0,98034,47.7037,-122.24,2330,16300 +5419800090,20141121T000000,217500.0,2,2.0,1070,8400,1.0,0,0,4,7,1070,0,1980,0,98031,47.4014,-122.186,1430,8190 +1868900395,20140902T000000,500000.0,2,1.0,930,3750,1.0,0,0,4,7,930,0,1909,0,98115,47.6733,-122.296,1740,4300 +1568100730,20150218T000000,325000.0,2,2.0,1040,5796,1.0,0,2,4,6,1040,0,1921,0,98155,47.7362,-122.29,2300,5796 +1785400770,20140825T000000,500000.0,4,2.25,1960,12436,2.0,0,0,3,8,1960,0,1984,0,98074,47.6276,-122.037,1960,12436 +2724079014,20150331T000000,721500.0,3,3.25,2970,234788,2.0,0,3,3,9,2040,930,1991,0,98024,47.5353,-121.897,2970,220413 +1370801800,20140519T000000,924000.0,3,1.5,2200,5000,1.5,0,0,3,9,2200,0,1932,0,98199,47.6404,-122.408,2860,5000 +3585901085,20140604T000000,2005000.0,6,4.5,3810,28176,1.0,0,4,5,10,3810,0,1969,0,98177,47.7612,-122.381,3810,26400 +424049283,20150415T000000,345000.0,2,1.5,830,1034,2.0,0,0,3,8,830,0,2009,0,98144,47.5926,-122.3,1130,2534 +7851990230,20150316T000000,825000.0,4,3.5,3920,11086,2.0,0,0,3,10,3920,0,1999,0,98065,47.5416,-121.869,3740,10880 +1423069076,20140926T000000,560000.0,3,2.0,2870,95396,1.0,0,0,4,9,1350,1520,1980,0,98027,47.4834,-122.001,2870,102366 +1786830090,20140708T000000,599000.0,3,2.0,2560,14680,1.0,0,0,3,8,1330,1230,1987,0,98052,47.648,-122.118,2390,13848 +2968801240,20140512T000000,211000.0,3,1.5,1350,7620,1.0,0,0,5,6,1350,0,1941,0,98166,47.4565,-122.35,1350,7620 +3344500210,20150424T000000,425000.0,4,2.25,1240,21190,1.0,0,0,3,8,910,330,1974,0,98056,47.5123,-122.197,1760,8200 +226039317,20150107T000000,750000.0,4,2.75,3210,8520,1.0,0,2,4,7,1810,1400,1976,0,98177,47.7743,-122.388,2450,7360 +7202330530,20150116T000000,479000.0,3,2.5,1690,3322,2.0,0,0,3,7,1690,0,2003,0,98053,47.6824,-122.036,1650,3446 +3905090230,20150227T000000,612500.0,4,2.5,2550,10623,2.0,0,0,3,9,2550,0,1992,0,98029,47.5695,-121.992,2750,8100 +6446200365,20150505T000000,605000.0,5,1.75,3240,34510,2.0,0,0,4,7,2690,550,1963,0,98029,47.5529,-122.027,2650,28250 +856001130,20150223T000000,1364000.0,4,2.5,3560,8960,2.0,0,0,3,10,3560,0,2001,0,98033,47.6903,-122.213,1660,7680 +7861500150,20141202T000000,389900.0,3,2.5,2160,59241,1.0,0,0,3,7,2160,0,2007,0,98042,47.3304,-122.13,2290,125017 +5014600210,20141215T000000,710000.0,4,2.5,3060,5000,2.0,0,0,3,9,3060,0,2006,0,98059,47.5395,-122.188,2870,5548 +2215900900,20150505T000000,295000.0,3,2.5,1690,8564,2.0,0,0,4,7,1690,0,1992,0,98038,47.3518,-122.057,1690,7532 +2025700740,20140702T000000,275250.0,3,2.25,1520,7199,2.0,0,0,4,7,1520,0,1992,0,98038,47.3492,-122.034,1410,6751 +2591730230,20140912T000000,250000.0,4,2.5,2040,5770,2.0,0,0,3,7,2040,0,1994,0,98038,47.3522,-122.059,1570,6753 +7611200195,20150220T000000,709000.0,3,2.0,2360,18000,1.0,0,0,4,8,2180,180,1951,0,98177,47.7133,-122.367,2600,17300 +9297800090,20140708T000000,399500.0,4,1.75,1360,4840,1.5,0,0,4,7,1360,0,1928,0,98126,47.556,-122.376,1320,4840 +2215900930,20140509T000000,225000.0,3,2.5,2000,9202,2.0,0,0,4,7,2000,0,1992,0,98038,47.3516,-122.057,1750,7827 +7215730930,20150112T000000,500000.0,3,2.5,1650,4648,2.0,0,0,3,8,1650,0,2001,0,98075,47.5968,-122.015,1800,5637 +5201810110,20140609T000000,364900.0,3,3.0,2500,8304,2.0,0,0,3,8,2500,0,1997,0,98031,47.4022,-122.166,2290,7855 +3575302562,20141113T000000,356000.0,3,1.5,1140,7500,1.0,0,0,3,7,1140,0,1976,0,98074,47.619,-122.064,1380,7500 +3438502290,20150202T000000,616750.0,3,1.5,2140,47743,1.5,0,0,3,9,2140,0,1978,0,98106,47.5402,-122.365,1060,6016 +8881900230,20141202T000000,755000.0,3,2.75,2870,6600,2.0,0,2,3,8,2870,0,1984,0,98008,47.5745,-122.113,2570,7925 +3500100015,20140812T000000,327500.0,2,1.0,830,8183,1.0,0,0,5,6,830,0,1950,0,98155,47.7366,-122.302,1180,8184 +8651511250,20150415T000000,605000.0,3,2.25,1960,10139,2.0,0,0,3,8,1960,0,1984,0,98074,47.6481,-122.061,2080,9753 +8651401960,20150413T000000,179950.0,4,1.5,1130,5200,1.0,0,0,3,6,1130,0,1968,0,98042,47.3616,-122.089,1140,5200 +7937900040,20141219T000000,633000.0,5,2.75,3630,30570,2.0,0,0,3,11,3630,0,2000,0,98058,47.4243,-122.097,3620,41965 +6199000141,20150312T000000,349950.0,4,2.0,1764,15600,1.0,0,0,5,7,1764,0,1942,0,98058,47.4318,-122.181,1490,22387 +3271300365,20150407T000000,1080000.0,3,2.75,2770,5800,1.0,0,0,4,8,1650,1120,1959,0,98199,47.6496,-122.413,2340,5800 +9264030040,20150430T000000,425000.0,3,2.5,2650,12247,2.0,0,0,3,9,2650,0,2002,0,98001,47.3185,-122.259,2920,8965 +9829200580,20140917T000000,990000.0,3,2.75,2500,6350,2.0,0,0,5,9,2370,130,1979,0,98122,47.6035,-122.285,2090,5454 +2929600035,20140627T000000,410000.0,3,1.0,2710,19000,2.0,0,3,4,7,2710,0,1950,0,98166,47.4462,-122.359,2150,19000 +3459410230,20141111T000000,590000.0,3,2.25,2490,8800,2.0,0,0,4,8,2490,0,1975,0,98006,47.5666,-122.132,2690,10000 +7303200450,20150408T000000,242000.0,3,1.75,1500,7560,1.0,0,0,3,7,1500,0,1979,0,98003,47.3467,-122.296,1500,7560 +924069042,20141125T000000,775000.0,3,2.0,1160,13747,1.0,0,0,5,5,580,580,1931,0,98075,47.585,-122.051,2961,16320 +287000110,20140625T000000,680000.0,4,1.5,1880,6200,1.0,0,2,5,8,1440,440,1954,0,98146,47.5035,-122.384,2070,6500 +1018000276,20150327T000000,217000.0,3,2.5,1340,4200,2.0,0,0,3,7,1340,0,2002,0,98002,47.2942,-122.226,990,4520 +1560870040,20150421T000000,395000.0,3,2.5,1960,3953,2.0,0,0,3,8,1960,0,1999,0,98059,47.4904,-122.158,1690,3593 +7135500120,20140519T000000,572500.0,3,2.25,2030,9791,1.0,0,0,4,8,1500,530,1984,0,98059,47.534,-122.161,2030,11031 +5101408835,20140909T000000,559900.0,5,3.0,2200,6380,1.0,0,0,3,7,1440,760,1987,0,98125,47.7033,-122.322,1960,5800 +472000590,20140624T000000,845000.0,3,2.0,2540,4750,1.5,0,0,5,9,1840,700,1930,0,98117,47.6838,-122.4,2190,4750 +104550750,20140728T000000,241000.0,3,2.0,1520,7131,1.0,0,0,3,8,1520,0,1993,0,98023,47.3061,-122.361,1890,7379 +7576700150,20141001T000000,1325000.0,3,2.25,2360,5504,2.0,0,0,4,8,2080,280,1913,0,98122,47.617,-122.288,2840,5470 +7137300245,20150429T000000,475000.0,3,1.75,1340,2805,1.5,0,0,3,7,1340,0,1919,0,98144,47.5922,-122.297,1650,2805 +5511600315,20150218T000000,575000.0,2,1.5,1400,5810,2.0,0,0,3,7,1400,0,1940,0,98103,47.6843,-122.341,1470,3920 +1422059039,20140828T000000,455000.0,4,2.75,3030,117378,1.0,0,0,4,8,1680,1350,1959,0,98042,47.401,-122.135,2060,110957 +1026069095,20140624T000000,839000.0,3,2.5,3200,203425,1.0,0,0,3,10,3200,0,2000,0,98077,47.7614,-122.015,3200,203425 +2207100165,20150430T000000,475000.0,4,1.5,1580,10260,1.0,0,0,4,7,1030,550,1955,0,98007,47.5984,-122.147,1520,7000 +1705400361,20141208T000000,600000.0,2,1.0,2120,6897,1.0,0,0,4,7,1060,1060,1923,0,98118,47.5566,-122.278,1900,4462 +1370804115,20141106T000000,515000.0,2,1.0,1640,5200,1.0,0,0,4,7,1040,600,1937,0,98199,47.6426,-122.403,1780,5040 +9527000090,20150318T000000,425000.0,3,2.25,1890,8400,1.0,0,0,3,8,1520,370,1977,0,98034,47.7103,-122.232,1830,7980 +1556200145,20141007T000000,565000.0,4,2.0,1710,3875,1.5,0,0,4,7,1710,0,1907,0,98122,47.6086,-122.294,1710,3812 +1245500286,20140523T000000,498000.0,2,2.0,1140,8282,1.0,0,0,3,6,1140,0,1924,2009,98033,47.6949,-122.21,1650,9000 +8824900120,20140606T000000,739000.0,4,3.0,2720,3800,2.0,0,0,5,8,1800,920,1919,0,98115,47.6756,-122.306,1940,4001 +3959401645,20140604T000000,355000.0,2,1.75,1650,4000,1.0,0,0,4,7,950,700,1947,0,98108,47.5622,-122.319,1060,4110 +9264900880,20140715T000000,263000.0,3,1.75,1790,7485,1.0,0,0,4,8,1330,460,1979,0,98023,47.3118,-122.34,1970,8097 +2826049160,20140905T000000,375000.0,4,1.75,1680,6834,1.5,0,0,3,7,1680,0,1948,0,98125,47.716,-122.307,950,7425 +3449500035,20140930T000000,322000.0,3,1.75,2200,12231,1.0,0,0,4,7,1250,950,1964,0,98056,47.5076,-122.173,2200,9825 +9266700845,20150429T000000,325000.0,2,1.0,830,5100,1.0,0,0,3,6,830,0,1941,0,98103,47.6932,-122.346,1050,5100 +2493200455,20141021T000000,290000.0,2,1.0,770,4800,1.0,0,0,3,7,770,0,1943,0,98136,47.527,-122.383,1390,4800 +6352600210,20140611T000000,809950.0,4,2.5,3280,6181,2.0,0,0,3,10,3280,0,2001,0,98074,47.6484,-122.081,3110,7570 +4278900110,20141009T000000,969500.0,3,3.25,2080,3025,2.0,0,2,4,8,1220,860,1984,0,98122,47.6051,-122.289,2680,6518 +7214790110,20140613T000000,665000.0,4,2.5,2790,43091,2.0,0,0,4,9,2790,0,1989,0,98077,47.7759,-122.08,2750,35290 +9358400150,20150206T000000,635000.0,5,3.5,4150,13232,2.0,0,0,3,11,4150,0,2006,0,98003,47.3417,-122.182,3840,15121 +1545802100,20141029T000000,272450.0,3,2.25,1780,7332,2.0,0,0,3,7,1780,0,1987,0,98038,47.3593,-122.051,1510,7625 +8563000110,20150424T000000,427000.0,4,1.75,1460,9750,1.0,0,0,4,7,1460,0,1967,0,98008,47.6205,-122.102,1820,9840 +8074400150,20150401T000000,261500.0,3,1.0,1410,8174,1.0,0,0,3,8,1410,0,1958,0,98056,47.4969,-122.178,1500,8058 +1951800040,20140620T000000,488800.0,4,2.25,2170,9665,1.0,0,0,4,8,1300,870,1976,0,98006,47.5444,-122.165,2170,12054 +7934000090,20150225T000000,340000.0,2,1.0,690,5200,1.0,0,0,3,6,690,0,1918,0,98136,47.556,-122.395,1380,5700 +50300090,20140811T000000,398950.0,4,3.0,3000,10297,2.0,0,0,3,8,3000,0,2003,0,98042,47.3684,-122.073,2520,8366 +8651430210,20150321T000000,217000.0,3,1.0,870,5200,1.0,0,0,5,6,870,0,1969,0,98042,47.3701,-122.078,1020,5200 +126059019,20150316T000000,799000.0,4,2.5,3170,94855,1.0,0,0,4,9,1910,1260,1978,0,98072,47.7648,-122.112,2590,65340 +2599700040,20141230T000000,160000.0,4,1.0,1540,7350,1.0,0,0,4,6,770,770,1969,0,98023,47.3318,-122.34,910,8000 +9512501400,20140902T000000,447000.0,3,1.0,1270,8800,1.0,0,0,3,7,1270,0,1968,0,98052,47.6703,-122.15,1560,8250 +9169600043,20150424T000000,765000.0,3,1.75,2190,6450,1.0,0,0,3,8,1480,710,1957,0,98136,47.5284,-122.391,2190,6450 +4139900210,20140620T000000,1320000.0,4,3.5,4410,36200,2.0,0,0,3,11,4410,0,1989,0,98006,47.5487,-122.126,4760,35860 +9558010090,20140822T000000,445000.0,4,2.5,2790,8111,2.0,0,0,3,9,2480,310,2004,0,98058,47.4492,-122.116,2550,7634 +8101900100,20150328T000000,310000.0,3,1.0,1510,6000,1.0,0,0,3,8,1170,340,1953,0,98118,47.5168,-122.285,1125,6000 +5592900205,20150409T000000,380000.0,2,1.75,1800,7191,1.0,0,3,4,7,990,810,1952,0,98056,47.4828,-122.191,1940,7400 +1624049228,20141124T000000,325000.0,4,1.0,2410,6975,1.0,0,0,3,7,1510,900,1957,0,98108,47.5692,-122.295,1880,6255 +2473410360,20140617T000000,345000.0,4,2.75,2250,7412,1.0,0,0,4,8,1480,770,1975,0,98058,47.4449,-122.129,2070,7632 +7750500120,20141118T000000,300000.0,3,1.0,950,4760,1.5,0,0,3,6,950,0,1929,0,98106,47.5236,-122.348,1080,4760 +1630700361,20140627T000000,530000.0,4,1.75,2860,48351,1.0,0,0,3,8,1710,1150,1978,0,98077,47.7605,-122.085,2460,43560 +1630700361,20150409T000000,583500.0,4,1.75,2860,48351,1.0,0,0,3,8,1710,1150,1978,0,98077,47.7605,-122.085,2460,43560 +4025300210,20150217T000000,410000.0,2,1.0,1560,10125,1.0,0,0,4,7,1130,430,1954,0,98155,47.7488,-122.304,1680,10125 +2922701175,20140919T000000,535000.0,2,1.5,1940,5700,1.0,0,0,3,7,970,970,1937,0,98117,47.6881,-122.367,1250,5700 +7352200450,20150115T000000,2050000.0,4,3.25,3580,19989,1.5,1,4,4,7,3480,100,1915,1965,98125,47.7087,-122.276,2410,6389 +9320990120,20140703T000000,345000.0,4,2.5,2040,5523,2.0,0,0,3,7,2040,0,1999,0,98148,47.432,-122.328,1720,6646 +1238500281,20150410T000000,539000.0,5,1.0,1700,11727,1.5,0,0,4,7,1700,0,1954,0,98033,47.686,-122.172,1740,8212 +1951800580,20141024T000000,590000.0,4,2.5,3700,12500,1.0,0,0,5,8,1920,1780,1973,0,98006,47.5403,-122.168,2020,8350 +3530430100,20140815T000000,187000.0,2,1.75,1050,2926,1.0,0,0,4,8,1050,0,1974,0,98198,47.3811,-122.317,1150,3802 +1623059092,20140509T000000,270000.0,3,2.0,1690,9583,1.0,0,0,4,7,1690,0,1969,0,98059,47.4825,-122.164,1690,9583 +7177300735,20150329T000000,546000.0,2,1.0,1120,6180,1.0,0,0,4,7,1120,0,1939,0,98115,47.6824,-122.301,1420,5356 +1525039057,20140702T000000,520000.0,3,1.75,1490,1036,2.0,0,0,3,10,1090,400,2008,0,98199,47.6588,-122.403,1460,1206 +5393601635,20141229T000000,515000.0,5,2.0,2220,6000,1.5,0,0,4,7,1390,830,1925,0,98144,47.5822,-122.295,1600,6000 +4217401240,20140717T000000,990000.0,3,2.5,2160,6000,1.5,0,0,4,8,1880,280,1939,0,98105,47.6582,-122.28,2300,6000 +3438501450,20150507T000000,382000.0,2,1.0,870,10492,1.0,0,0,3,7,870,0,1937,0,98106,47.5467,-122.365,1300,7987 +1872900065,20150410T000000,1210000.0,3,1.75,1900,13600,1.0,0,0,4,8,1900,0,1956,0,98004,47.6163,-122.219,2510,16600 +9285800180,20140626T000000,900000.0,4,3.5,3370,5000,2.0,0,2,3,8,2470,900,2008,0,98126,47.5714,-122.38,1820,5000 +4322200220,20150421T000000,675000.0,3,2.75,3370,5350,1.5,0,1,4,7,2310,1060,1910,0,98136,47.5373,-122.39,1720,5618 +1819800042,20141114T000000,460000.0,2,1.0,880,3300,1.0,0,0,4,7,880,0,1909,0,98107,47.6566,-122.36,1960,5500 +2946001675,20140603T000000,234000.0,2,1.0,940,5375,1.0,0,0,4,5,940,0,1952,0,98198,47.4206,-122.324,1200,7500 +1138010530,20150429T000000,399000.0,3,1.0,1340,7191,1.0,0,0,3,7,1340,0,1974,0,98034,47.7148,-122.212,1340,7215 +7763400035,20150402T000000,253500.0,3,1.5,1440,12040,1.0,0,0,4,7,1440,0,1959,0,98042,47.3715,-122.16,1720,12040 +925059107,20140820T000000,475000.0,3,1.5,1750,12632,1.0,0,0,4,7,1750,0,1952,0,98033,47.6736,-122.176,1740,12196 +1112000100,20150330T000000,740000.0,5,3.5,3990,5000,2.0,0,0,3,8,2910,1080,2004,0,98118,47.54,-122.27,1310,5000 +7010700936,20140613T000000,799000.0,3,2.5,2860,4442,2.0,0,0,3,8,2860,0,2000,0,98199,47.661,-122.396,1440,4400 +9558010300,20150423T000000,390000.0,4,2.5,1940,3864,2.0,0,0,3,8,1940,0,2003,0,98058,47.4507,-122.12,1900,3864 +7304301010,20140915T000000,421000.0,2,1.5,1400,11245,1.0,0,0,5,7,1400,0,1947,0,98155,47.7469,-122.321,1220,11241 +2329800110,20150128T000000,296500.0,3,2.5,1770,6033,2.0,0,0,4,7,1770,0,1987,0,98042,47.3764,-122.119,1590,6510 +8712100530,20140813T000000,895000.0,4,2.0,1710,4178,1.5,0,0,4,8,1710,0,1926,0,98112,47.6373,-122.3,1760,4178 +3814800300,20140811T000000,386000.0,4,2.5,2810,11897,2.0,0,0,3,8,2810,0,2003,0,98092,47.3251,-122.186,1770,4240 +4022300035,20141009T000000,424000.0,3,1.0,1580,13912,1.0,0,0,4,8,1580,0,1955,0,98155,47.7552,-122.276,2130,16420 +6021503840,20140610T000000,749000.0,3,1.0,1580,5000,1.5,0,0,3,7,1580,0,1926,0,98117,47.684,-122.386,1280,4000 +5210200081,20141110T000000,523000.0,3,1.0,1440,8681,1.5,0,0,3,7,1440,0,1937,0,98115,47.6976,-122.283,1700,7770 +821049123,20141028T000000,389000.0,4,2.5,2420,9147,2.0,0,0,3,10,2420,0,1998,0,98003,47.3221,-122.322,1400,7200 +6929600945,20140825T000000,270000.0,4,1.5,1930,15000,1.0,0,0,5,7,1930,0,1946,0,98198,47.3864,-122.312,1620,7500 +5229300027,20140910T000000,275000.0,3,1.0,1190,27215,1.0,0,0,5,7,1190,0,1943,1989,98059,47.4978,-122.115,1450,56628 +2214800730,20140905T000000,287500.0,4,2.5,2240,6944,1.0,0,2,3,7,1310,930,1979,0,98001,47.338,-122.258,1780,7477 +3521059124,20140924T000000,345000.0,2,2.5,2550,216344,2.5,0,0,3,7,2550,0,1993,0,98092,47.2584,-122.124,1750,289978 +1931300850,20140527T000000,427000.0,2,1.0,920,3780,1.0,0,0,3,6,920,0,1910,0,98103,47.6576,-122.348,1570,2640 +2206500110,20140905T000000,508450.0,4,1.75,1520,9600,1.0,0,0,4,7,1000,520,1955,0,98006,47.5763,-122.154,1510,9000 +3856903515,20141222T000000,705000.0,3,2.0,1460,6250,1.5,0,0,4,7,1460,0,1912,0,98103,47.6693,-122.333,1690,4750 +5561401530,20141029T000000,550000.0,1,1.5,1900,40600,1.5,0,0,5,9,1450,450,1977,0,98027,47.4718,-122.009,2920,40427 +2206900065,20150501T000000,380000.0,3,1.5,1430,11173,1.0,0,0,1,7,1430,0,1955,0,98006,47.5734,-122.153,1520,11659 +7852090820,20140729T000000,539900.0,3,2.5,2500,4203,2.0,0,0,3,8,2500,0,2001,0,98065,47.5346,-121.875,2460,4798 +2354300915,20140903T000000,330000.0,2,1.0,720,7250,1.0,0,0,3,5,720,0,1943,0,98027,47.5267,-122.032,1760,7250 +9214400120,20140602T000000,455000.0,2,1.0,1140,5720,1.0,0,0,3,7,850,290,1947,0,98115,47.6827,-122.298,1410,5832 +7298050090,20141007T000000,510000.0,4,4.0,3530,10935,2.0,0,0,3,10,3530,0,1992,0,98023,47.3016,-122.342,3360,11250 +1323059098,20150402T000000,315000.0,3,2.0,1220,14645,1.0,0,0,3,6,1220,0,1970,0,98059,47.4842,-122.117,1980,24960 +7345000120,20140617T000000,206000.0,3,1.0,1320,7000,1.0,0,0,4,7,1320,0,1967,0,98002,47.2787,-122.205,1260,7455 +8563050110,20140522T000000,592500.0,4,3.0,2170,8240,1.0,0,0,4,8,1370,800,1968,0,98052,47.6291,-122.093,2020,7944 +3754010040,20141023T000000,744000.0,3,2.5,2020,7512,2.0,0,0,4,8,2020,0,1981,0,98033,47.6927,-122.206,2410,8500 +8944320100,20141027T000000,334500.0,3,2.5,1990,3694,2.0,0,0,3,8,1990,0,1989,0,98042,47.3872,-122.154,2110,3842 +6788201781,20140605T000000,886000.0,4,2.0,2660,3900,1.5,0,0,4,7,1480,1180,1923,0,98112,47.6398,-122.306,2350,3900 +1036400100,20141021T000000,600000.0,4,2.5,2360,13500,1.0,0,0,4,8,1780,580,1973,0,98052,47.6315,-122.103,2780,12400 +323089085,20150422T000000,850000.0,3,2.0,2740,101930,1.0,0,2,3,9,2740,0,1999,0,98045,47.5056,-121.77,2140,83635 +7905200365,20150408T000000,550000.0,3,1.75,1360,5850,1.0,0,0,4,7,1000,360,1938,0,98116,47.5711,-122.391,1540,5850 +2420069268,20140821T000000,184900.0,2,1.0,1230,5000,1.0,0,0,5,6,1230,0,1911,0,98022,47.2064,-121.988,1230,5413 +7957600025,20140508T000000,245000.0,3,1.5,1260,7964,1.0,0,0,4,7,1260,0,1955,0,98148,47.4307,-122.334,1510,8776 +1338600090,20140923T000000,370000.0,2,1.0,1040,4172,1.0,0,0,3,7,1040,0,1946,0,98112,47.6308,-122.302,3120,4800 +5255690100,20150421T000000,480000.0,4,2.5,2700,9700,1.0,0,0,3,8,1670,1030,1978,0,98011,47.7752,-122.198,2470,9228 +1646500365,20141121T000000,579000.0,3,1.75,1800,4429,2.0,0,0,4,7,1800,0,1906,0,98103,47.6842,-122.357,1310,4429 +2645500021,20141009T000000,339275.0,3,1.5,1590,7260,1.0,0,0,3,7,1080,510,1964,0,98133,47.7753,-122.353,1590,7594 +2220069003,20150223T000000,425000.0,3,2.75,1360,542322,1.0,0,2,4,7,1140,220,1955,0,98022,47.2069,-122.024,1700,60548 +2123049498,20150120T000000,170000.0,3,1.75,1370,10780,1.0,0,0,3,7,1370,0,1959,0,98168,47.4727,-122.298,1370,10317 +4139450360,20140514T000000,950000.0,4,2.5,3320,7644,2.0,0,0,3,10,3320,0,1995,0,98006,47.5541,-122.106,3320,9472 +2600100300,20140916T000000,623000.0,4,2.5,2980,9235,1.0,0,0,4,8,1690,1290,1977,0,98006,47.5513,-122.162,2690,10046 +2767600150,20140519T000000,477000.0,3,2.5,1350,2053,3.0,0,0,3,8,1350,0,2005,0,98117,47.6758,-122.386,1350,4150 +1771000970,20141010T000000,330000.0,3,1.0,1160,9600,1.0,0,0,4,7,1160,0,1967,0,98077,47.7419,-122.073,1160,9730 +7960100120,20140612T000000,600000.0,3,2.25,1480,5400,2.0,0,0,4,8,1480,0,1914,0,98122,47.6095,-122.296,1280,3600 +424049039,20140707T000000,570000.0,3,2.0,1640,2808,1.0,0,3,4,7,820,820,1924,0,98144,47.5945,-122.291,2270,5328 +7853220970,20140528T000000,515000.0,4,2.5,2680,7178,2.0,0,0,3,8,2680,0,2004,0,98065,47.5325,-121.856,2540,7133 +439000230,20150429T000000,805000.0,4,2.25,2440,9889,1.0,0,0,3,7,1540,900,1952,0,98115,47.6932,-122.3,1710,6284 +9406510040,20150206T000000,555000.0,4,2.5,2920,24074,2.0,0,0,3,9,2920,0,1997,0,98038,47.381,-122.056,2760,26023 +7697850360,20150204T000000,245000.0,3,2.25,1780,9598,2.0,0,0,4,7,1780,0,1985,0,98030,47.3718,-122.182,1820,7533 +2923500750,20140718T000000,638150.0,4,2.5,2170,7275,1.0,0,0,3,8,1820,350,1978,0,98027,47.5672,-122.09,2390,7275 +3024059057,20150501T000000,1650000.0,4,4.5,5550,16065,2.0,0,0,3,9,3880,1670,2003,0,98040,47.5455,-122.214,3470,16488 +322059095,20140811T000000,269950.0,4,2.5,2060,13500,1.0,0,0,3,7,1260,800,1968,0,98042,47.4229,-122.153,1610,10714 +8651400580,20140920T000000,195000.0,3,1.5,1050,5525,1.0,0,0,5,6,1050,0,1969,0,98042,47.3608,-122.083,1100,5200 +7812800855,20150311T000000,159100.0,2,1.0,790,7095,1.0,0,0,3,6,790,0,1944,0,98178,47.4928,-122.239,1150,7200 +4151800265,20150306T000000,550000.0,3,1.0,1010,6120,1.0,0,0,3,6,1010,0,1942,0,98033,47.6648,-122.204,1260,5977 +1005000062,20140801T000000,299000.0,2,1.0,1040,4600,1.0,0,0,4,6,1040,0,1950,0,98118,47.5387,-122.277,1390,5897 +9528105305,20150121T000000,1375000.0,4,3.5,3130,4500,2.0,0,0,3,9,2060,1070,2014,0,98103,47.677,-122.33,1500,4500 +7225000215,20150407T000000,249500.0,2,1.0,900,4500,1.0,0,0,3,6,900,0,1951,0,98055,47.4881,-122.204,860,4500 +5605000215,20150225T000000,700000.0,4,1.0,1470,5450,1.5,0,0,3,7,1470,0,1918,0,98112,47.6458,-122.306,2160,5450 +1922059401,20140725T000000,275000.0,4,1.0,1080,26114,1.5,0,0,5,5,1080,0,1900,0,98030,47.3834,-122.215,1720,20360 +3824100286,20150319T000000,565000.0,3,2.25,2440,8378,1.0,0,0,3,7,1480,960,1962,0,98028,47.7705,-122.26,2510,9602 +1226039058,20150503T000000,425000.0,4,1.75,2520,11017,1.0,0,0,4,7,1320,1200,1956,0,98133,47.7604,-122.356,1660,8775 +2770605175,20150227T000000,620047.0,4,1.75,1760,6000,1.0,0,0,3,7,880,880,1946,0,98119,47.6508,-122.373,2040,6000 +6791200120,20140923T000000,480000.0,3,2.25,1820,13362,1.0,0,0,3,8,1220,600,1977,0,98075,47.5898,-122.052,2050,15000 +6791200120,20150407T000000,515000.0,3,2.25,1820,13362,1.0,0,0,3,8,1220,600,1977,0,98075,47.5898,-122.052,2050,15000 +4137010590,20140514T000000,420000.0,4,2.5,3040,24123,2.0,0,0,3,8,3040,0,1999,0,98092,47.2667,-122.216,2420,10026 +5495200040,20150126T000000,610000.0,5,3.25,3490,23400,1.0,0,0,4,8,1890,1600,1957,0,98006,47.5701,-122.124,2660,12400 +868000175,20141001T000000,849000.0,4,1.5,2440,8040,1.0,0,0,4,8,1440,1000,1950,0,98177,47.7081,-122.374,2140,7920 +8820902549,20141119T000000,718000.0,3,1.75,2280,3446,2.0,0,0,3,8,2280,0,1949,1991,98125,47.715,-122.282,1610,6670 +8731980040,20140506T000000,295000.0,3,2.25,1980,8000,1.0,0,0,4,9,1560,420,1974,0,98023,47.3149,-122.378,2360,8000 +3096000040,20150430T000000,871000.0,5,1.75,2360,6150,1.0,0,0,5,7,1180,1180,1940,0,98107,47.6732,-122.4,2100,5500 +4058800215,20140528T000000,430000.0,3,3.75,3890,7140,1.0,0,2,3,8,2390,1500,1943,2007,98178,47.5073,-122.239,1820,7320 +3579800405,20140825T000000,440000.0,4,2.5,2300,10880,1.0,0,0,4,7,1190,1110,1961,0,98028,47.7341,-122.242,1960,10400 +3188100065,20140527T000000,405000.0,2,1.0,910,6490,1.0,0,0,3,7,910,0,1942,0,98115,47.6892,-122.306,1040,6490 +8570900038,20140811T000000,340000.0,3,2.0,1140,11620,1.0,0,0,3,7,1140,0,1994,0,98045,47.4991,-121.783,1140,8400 +4379400490,20140710T000000,675000.0,4,2.5,2390,5249,2.0,0,0,3,9,2390,0,2006,0,98074,47.6194,-122.026,2600,5342 +952003575,20140527T000000,480000.0,3,1.0,1150,4945,1.0,0,2,3,7,1150,0,1943,0,98126,47.5663,-122.379,1390,4945 +162500015,20141020T000000,362500.0,5,2.0,2330,8586,1.0,0,0,4,7,1270,1060,1961,0,98133,47.7671,-122.334,1550,8287 +7732410360,20140822T000000,752888.0,3,2.5,2420,9000,2.0,0,0,4,9,2420,0,1987,0,98007,47.6599,-122.146,2630,9000 +3031200120,20141118T000000,255000.0,4,1.75,960,8863,1.0,0,0,5,6,580,380,1949,0,98118,47.5372,-122.289,1720,8249 +2131700900,20140813T000000,283700.0,1,1.75,1010,10900,1.0,0,0,4,6,1010,0,1968,0,98019,47.7391,-121.982,1410,8359 +2122059198,20140825T000000,335000.0,4,2.5,2370,6000,2.0,0,0,3,8,2370,0,2001,0,98030,47.3732,-122.179,2190,6070 +7340600735,20140603T000000,285000.0,3,1.75,2880,18296,1.0,0,0,3,8,1580,1300,1958,0,98168,47.4881,-122.281,1380,9592 +2923049393,20140813T000000,278000.0,4,2.25,2400,7738,1.5,0,0,3,8,2400,0,1964,0,98148,47.4562,-122.33,2170,8452 +7922710450,20150327T000000,731000.0,5,2.5,3670,8960,1.5,0,0,3,8,3670,0,1973,0,98052,47.6654,-122.142,2340,9425 +192450180,20150310T000000,335000.0,3,1.5,1140,15890,1.0,0,0,3,7,840,300,1985,0,98045,47.4752,-121.757,1200,15247 +782700120,20150323T000000,334200.0,3,1.75,1410,45302,1.0,0,0,3,7,1410,0,1980,0,98019,47.7077,-121.914,2240,49222 +2887703155,20150225T000000,642000.0,6,1.0,1530,4305,1.5,0,0,4,7,1530,0,1921,0,98115,47.6862,-122.31,1530,3800 +5700000245,20140602T000000,540000.0,4,1.75,1720,4240,1.5,0,0,4,7,1460,260,1925,0,98144,47.579,-122.294,1930,4280 +2420069003,20150331T000000,299000.0,3,2.5,1620,79993,1.0,0,2,4,6,1620,0,1960,0,98022,47.2138,-121.982,1620,15680 +9274202165,20150120T000000,560000.0,3,1.75,1570,4375,1.0,0,0,3,7,970,600,1940,0,98116,47.5889,-122.389,1790,5750 +9287802410,20140822T000000,852000.0,5,2.75,1990,3750,1.5,0,0,4,7,1990,0,1913,0,98107,47.6733,-122.358,1820,5000 +2324039077,20150427T000000,306000.0,2,1.0,930,5650,1.0,0,2,3,7,930,0,1941,0,98126,47.5478,-122.377,1340,6400 +9329300040,20140910T000000,440000.0,3,1.75,1550,7820,1.0,0,0,4,7,1210,340,1981,0,98034,47.717,-122.163,1550,6900 +259700180,20150428T000000,517000.0,4,1.0,1650,8250,1.0,0,0,3,7,1650,0,1966,0,98008,47.6366,-122.118,2240,9776 +5100400315,20140523T000000,379000.0,2,1.0,800,6380,1.0,0,2,3,7,800,0,1940,0,98115,47.691,-122.309,920,5940 +3424069076,20141013T000000,360000.0,2,1.0,930,6098,1.0,0,0,4,6,930,0,1919,0,98027,47.5289,-122.03,1730,9000 +9138100261,20141029T000000,645000.0,4,1.5,2550,4000,1.5,0,0,4,7,1760,790,1926,0,98115,47.6811,-122.318,1840,4000 +7227500740,20141107T000000,217000.0,2,1.0,720,4760,1.0,0,0,5,5,720,0,1942,0,98056,47.496,-122.186,840,4760 +8150100265,20141118T000000,255000.0,2,1.0,620,4760,1.0,0,0,3,6,620,0,1941,0,98126,47.5292,-122.376,620,4760 +1150000040,20140721T000000,625000.0,3,2.5,2360,12164,2.0,0,0,3,10,2360,0,1987,0,98029,47.5596,-122.022,2400,11260 +9238900616,20140610T000000,680000.0,3,1.75,1760,8400,1.0,0,0,4,8,1460,300,1960,0,98136,47.5355,-122.39,1980,8400 +9289900065,20140911T000000,440000.0,3,1.75,2100,29735,1.0,0,0,4,7,1080,1020,1957,0,98155,47.7622,-122.302,2100,11250 +7504020610,20140618T000000,615000.0,5,2.25,2480,12070,2.0,0,0,3,9,2480,0,1978,0,98074,47.631,-122.052,2570,12000 +7454001210,20140603T000000,239000.0,3,1.0,1040,6860,2.0,0,0,3,6,1040,0,1942,0,98146,47.5121,-122.375,1030,6512 +2122039137,20150413T000000,462500.0,3,2.5,1656,108900,1.0,0,0,4,7,1656,0,1985,0,98070,47.3758,-122.425,2030,29859 +6884800180,20140611T000000,619400.0,4,2.0,2090,3610,1.5,0,0,5,7,1790,300,1927,0,98115,47.6881,-122.313,1660,3767 +7110000068,20140703T000000,975000.0,6,2.75,2520,54160,2.0,1,4,3,7,2520,0,1954,0,98146,47.4969,-122.376,2790,26809 +7625701935,20141013T000000,330000.0,2,1.0,700,4000,1.0,0,0,3,6,700,0,1943,0,98136,47.5487,-122.391,1060,6000 +4054500180,20140724T000000,985000.0,4,3.25,4030,36762,2.0,0,0,3,11,4030,0,1988,0,98077,47.7235,-122.039,4090,40371 +2917200475,20150323T000000,430000.0,2,1.0,760,7114,1.0,0,0,3,6,760,0,1946,0,98103,47.7005,-122.352,780,7102 +3262300555,20140708T000000,2458000.0,4,5.25,6500,14986,2.0,0,0,3,11,5180,1320,2001,0,98039,47.6304,-122.236,2270,8119 +1245003740,20140723T000000,778000.0,3,2.0,1840,6000,2.0,0,0,5,7,1720,120,1946,0,98033,47.6828,-122.207,1390,6000 +1796381120,20140728T000000,219000.0,3,2.0,1090,7350,1.0,0,0,4,7,1090,0,1990,0,98042,47.3687,-122.085,1490,7741 +3761100180,20140917T000000,1595000.0,4,2.5,2980,13341,1.5,1,4,5,8,1800,1180,1928,0,98034,47.704,-122.245,2340,19810 +6666800180,20150130T000000,715000.0,4,2.25,1900,8272,1.0,0,0,4,9,1460,440,1966,0,98040,47.5803,-122.227,2040,8479 +8651200040,20140814T000000,950000.0,4,2.5,2790,15653,2.0,0,0,4,10,2790,0,1964,0,98040,47.5477,-122.215,3520,15653 +5100402310,20141212T000000,425000.0,2,1.0,1280,5026,1.0,0,2,4,8,1020,260,1951,0,98115,47.6938,-122.312,1540,6380 +421049170,20140717T000000,239000.0,3,1.0,1510,15022,1.0,0,0,3,7,1510,0,1962,0,98003,47.3304,-122.304,1510,12970 +726059047,20141216T000000,310000.0,1,1.0,920,8282,1.5,0,0,3,6,920,0,1944,1980,98011,47.761,-122.214,2260,14025 +5100403636,20150223T000000,400000.0,2,1.0,700,8120,1.0,0,0,3,7,700,0,1927,0,98115,47.6962,-122.321,1130,5599 +1535204365,20141124T000000,428000.0,2,1.75,1980,44550,2.0,0,1,5,7,1280,700,1977,0,98070,47.4193,-122.444,1680,25343 +4240400155,20140812T000000,600000.0,3,1.0,1440,4300,1.5,0,0,3,8,1440,0,1929,0,98117,47.6847,-122.372,1640,4500 +5468750040,20150126T000000,415000.0,4,4.0,2740,8250,2.0,0,0,4,9,2740,0,1990,0,98042,47.3735,-122.156,2290,8250 +9158100040,20140808T000000,401000.0,2,1.0,1400,8220,1.0,0,0,3,7,1400,0,1949,0,98133,47.7228,-122.357,1760,8220 +7460000040,20141215T000000,292000.0,3,1.75,2270,7156,1.0,0,0,3,7,1370,900,1948,0,98168,47.4864,-122.316,1210,7156 +2927600155,20140722T000000,291750.0,3,2.25,1310,12825,1.0,0,0,3,7,1310,0,1950,2013,98166,47.4515,-122.368,1600,11250 +8731950910,20150218T000000,227000.0,3,1.75,1680,7455,1.0,0,0,4,8,1680,0,1968,0,98023,47.3112,-122.378,2040,8214 +1726600110,20140717T000000,675000.0,3,2.25,2260,13209,1.0,0,0,3,9,2260,0,1977,0,98005,47.6385,-122.167,2820,12534 +3320000212,20141006T000000,397500.0,3,2.25,1350,980,2.0,0,0,3,8,1050,300,2007,0,98144,47.5998,-122.312,1350,1245 +1670400068,20140618T000000,206000.0,2,1.5,1820,8867,2.0,0,0,3,7,1820,0,1921,0,98168,47.4764,-122.269,1430,9288 +7424700145,20140730T000000,1190000.0,3,3.5,3380,3333,3.0,0,0,3,10,2800,580,2008,0,98122,47.6162,-122.288,2790,5000 +2408800120,20140716T000000,360000.0,4,1.75,2140,49658,1.0,0,0,5,7,2140,0,1959,0,98010,47.3583,-121.922,1720,99316 +1776230180,20141008T000000,427500.0,4,2.5,2430,3249,2.0,0,0,3,8,2430,0,2010,0,98059,47.5048,-122.155,2650,3844 +7889601320,20140725T000000,115000.0,2,1.0,940,6000,1.0,0,0,3,6,940,0,1943,0,98146,47.4907,-122.336,1310,6000 +7589200153,20140609T000000,559000.0,3,1.5,2070,5386,1.0,0,0,4,7,1140,930,1948,0,98117,47.6896,-122.374,1770,5386 +8032700175,20141027T000000,420000.0,4,1.0,1510,1501,1.5,0,0,3,7,1510,0,1906,0,98103,47.6526,-122.342,1560,1602 +9238430300,20141106T000000,550000.0,4,1.75,2550,39460,1.0,0,0,3,8,1890,660,1982,0,98072,47.7707,-122.123,2560,38638 +6150700180,20140922T000000,282150.0,2,1.0,700,5940,1.0,0,0,3,7,700,0,1948,0,98133,47.7289,-122.337,1070,5995 +3330501645,20150223T000000,260000.0,3,1.0,1150,3090,1.0,0,0,3,6,1150,0,1910,0,98118,47.5506,-122.276,1150,5664 +7853210180,20141002T000000,428000.0,3,2.5,2340,3466,2.0,0,0,3,7,2340,0,2004,0,98065,47.5322,-121.851,1970,3739 +6149700194,20141015T000000,319950.0,3,3.25,1510,1245,3.0,0,0,3,7,1510,0,2007,0,98133,47.7293,-122.343,1510,1245 +3625049079,20140801T000000,1350000.0,3,2.0,2070,9600,1.0,0,1,3,7,1590,480,1946,0,98039,47.616,-122.239,3000,16215 +2979800750,20140911T000000,552000.0,2,1.0,1150,5000,1.0,0,0,4,7,1050,100,1924,0,98115,47.6846,-122.317,1463,4320 +2887700970,20150209T000000,637000.0,4,2.75,2190,2867,1.5,0,0,5,7,1470,720,1929,0,98115,47.6868,-122.308,1600,3800 +8732130940,20140609T000000,213000.0,4,1.75,1980,9000,1.0,0,0,2,7,1480,500,1978,0,98023,47.3071,-122.381,1980,9360 +2968800645,20150428T000000,215000.0,3,1.0,960,7200,1.0,0,0,4,6,960,0,1958,0,98166,47.4583,-122.353,1060,7620 +2351800065,20150217T000000,590000.0,3,1.75,2180,6120,1.0,0,2,3,8,1380,800,1949,0,98199,47.6501,-122.405,2020,6122 +2822069080,20141121T000000,390000.0,4,2.5,2560,43560,2.0,0,0,3,8,2560,0,1989,0,98038,47.3692,-122.047,2130,10150 +5018200110,20140922T000000,287000.0,4,2.25,2270,11997,1.0,0,2,4,7,1540,730,1959,0,98198,47.4095,-122.296,1920,9634 +1235100371,20140717T000000,580000.0,5,2.75,3550,9600,2.0,0,0,3,7,3550,0,1960,0,98033,47.6766,-122.186,3370,9600 +3904930410,20141028T000000,424000.0,3,2.0,1330,5632,1.0,0,0,3,8,1330,0,1988,0,98029,47.5745,-122.017,1900,4842 +3529000880,20150309T000000,610000.0,4,2.5,2110,6360,2.0,0,0,3,8,2110,0,1988,0,98029,47.5641,-122.012,2050,7000 +8081020330,20140729T000000,1320000.0,4,3.25,3470,11843,1.0,0,3,3,11,2270,1200,1989,0,98006,47.5513,-122.135,3910,13247 +2516000515,20141218T000000,623500.0,4,3.0,1550,3350,1.0,0,0,3,7,860,690,1918,2014,98107,47.6583,-122.362,1310,5000 +3223039010,20140804T000000,260000.0,2,1.0,570,81893,1.0,0,1,3,6,570,0,1936,0,98070,47.4433,-122.444,2040,115434 +9828702588,20150311T000000,906000.0,3,2.5,2030,1800,3.0,0,0,3,9,2030,0,2013,0,98112,47.6199,-122.3,1450,1441 +6672920150,20150406T000000,330000.0,3,2.0,1500,11233,1.0,0,0,3,7,1500,0,1987,0,98019,47.7279,-121.967,1580,14013 +9485700150,20150304T000000,275000.0,2,1.0,920,7688,1.0,0,0,3,6,920,0,1955,0,98106,47.5281,-122.362,1040,7440 +3500100208,20141119T000000,290000.0,3,1.0,1470,8200,1.0,0,0,3,7,1040,430,1953,0,98155,47.7347,-122.302,1420,8200 +4083302915,20140917T000000,599950.0,2,1.0,1150,3775,1.0,0,0,3,7,1150,0,1917,0,98103,47.6539,-122.329,2240,3753 +1560920450,20140924T000000,550000.0,4,3.0,4180,35169,2.0,0,0,3,11,4180,0,1986,1998,98038,47.4,-122.027,3010,35190 +2475200930,20140722T000000,289000.0,3,1.75,1690,3449,1.0,0,0,3,7,1690,0,1987,0,98055,47.4719,-122.191,1530,4093 +2064800120,20140602T000000,411000.0,4,2.75,2150,9915,1.0,0,0,5,8,1240,910,1976,0,98056,47.5378,-122.17,1980,9325 +272000945,20150325T000000,826000.0,3,3.25,2330,4000,1.0,0,2,3,10,1730,600,1964,2000,98144,47.5882,-122.295,2080,4000 +9476700035,20140710T000000,400000.0,4,2.0,2680,13680,2.0,0,2,4,7,2350,330,1943,1965,98056,47.4887,-122.192,1430,11000 +859000018,20140814T000000,342000.0,3,2.5,1740,2226,2.0,0,0,3,8,1320,420,2008,0,98106,47.525,-122.366,1740,1789 +4237900645,20141010T000000,475000.0,2,1.75,1320,3420,1.0,0,1,3,7,1080,240,1955,0,98199,47.6639,-122.399,2070,6000 +2436200436,20140708T000000,1205000.0,4,3.5,3150,5500,2.0,0,0,3,9,3150,0,2014,0,98105,47.6644,-122.293,1550,4200 +7635801321,20140723T000000,455000.0,4,3.0,2480,9238,1.0,0,0,5,7,2050,430,1913,0,98166,47.4701,-122.364,1820,12214 +3975400085,20140624T000000,850000.0,4,3.0,3330,4000,1.0,0,0,3,8,1790,1540,1958,0,98103,47.6559,-122.344,1610,4000 +1099600220,20150108T000000,185000.0,3,1.0,1010,6400,1.0,0,0,3,7,1010,0,1971,0,98023,47.3027,-122.376,1820,6500 +8952900245,20140715T000000,850000.0,6,3.25,4920,20590,1.0,0,3,4,9,2730,2190,1960,0,98118,47.5468,-122.267,3700,14994 +1622049140,20140805T000000,239900.0,4,1.75,1570,18730,1.0,0,0,3,7,1200,370,1960,0,98198,47.3999,-122.301,1920,18295 +2824069373,20140515T000000,765000.0,5,3.75,3580,14275,2.0,0,0,3,10,3190,390,1999,0,98027,47.5322,-122.056,2740,14300 +1774000330,20140707T000000,437000.0,3,1.75,2220,17568,1.0,0,0,4,8,2220,0,1967,0,98072,47.749,-122.083,2070,11745 +1555300530,20140714T000000,240000.0,3,1.5,1010,10350,1.0,0,0,3,7,1010,0,1969,0,98032,47.379,-122.29,1640,7700 +4402700593,20150428T000000,395000.0,2,1.0,1440,7808,1.0,0,0,4,7,860,580,1949,0,98133,47.7431,-122.336,1550,7682 +2556500040,20150106T000000,320000.0,3,1.0,1230,7492,1.0,0,0,3,7,1230,0,1955,0,98155,47.7633,-122.315,1710,7238 +1737100040,20141022T000000,525000.0,3,1.75,1710,7350,1.0,0,0,3,8,1280,430,1981,0,98033,47.699,-122.167,2100,7560 +7575620120,20150422T000000,260000.0,3,3.0,2390,8993,2.0,0,0,3,8,1680,710,1988,0,98003,47.3532,-122.306,1820,10362 +2817900100,20150330T000000,450000.0,3,2.75,2840,39324,1.0,0,0,3,9,2200,640,1988,0,98092,47.3076,-122.101,2840,39413 +1939100610,20140623T000000,560000.0,4,2.5,2300,7989,2.0,0,0,3,9,2300,0,1990,0,98074,47.6273,-122.034,2280,8835 +4174600386,20150414T000000,310000.0,5,3.0,2270,5001,1.0,0,0,3,7,1360,910,1989,0,98108,47.5539,-122.3,1950,5500 +1310440590,20150413T000000,440000.0,3,2.5,2290,6302,2.0,0,0,3,9,2290,0,1997,0,98058,47.435,-122.107,2700,7500 +4037200690,20141208T000000,458450.0,4,1.0,1330,9715,1.0,0,0,4,7,970,360,1957,0,98008,47.6038,-122.122,1590,8400 +8072000035,20150326T000000,200000.0,3,1.0,1200,10703,1.5,0,0,2,7,1200,0,1918,0,98118,47.5209,-122.28,1380,8068 +2125410210,20141206T000000,430000.0,3,2.25,2160,6527,2.0,0,0,4,7,1580,580,1987,0,98034,47.7292,-122.212,1950,9675 +3755000120,20150226T000000,360000.0,3,1.0,1120,10500,1.0,0,0,4,7,1120,0,1966,0,98034,47.7267,-122.226,1320,10500 +3598600088,20150109T000000,311000.0,4,2.5,2090,11645,1.0,0,0,3,7,1200,890,1962,0,98168,47.4759,-122.299,1450,9481 +4083305633,20140722T000000,615000.0,3,3.25,1470,1152,3.0,0,0,3,8,1470,0,2003,0,98103,47.6516,-122.337,1470,1506 +9545200180,20141126T000000,575000.0,3,1.75,2270,10136,2.0,0,0,3,8,2270,0,1979,0,98027,47.535,-122.056,2260,9600 +46100504,20140617T000000,2027000.0,4,3.75,4100,22798,1.5,0,3,5,11,2540,1560,1934,1979,98040,47.5648,-122.21,3880,18730 +952000925,20140922T000000,430000.0,3,1.75,1440,4025,1.0,0,0,4,6,720,720,1917,0,98126,47.567,-122.38,1500,5750 +4039300490,20140603T000000,400000.0,3,1.5,1200,4800,1.0,0,0,4,7,1200,0,1962,0,98007,47.6084,-122.136,1510,7668 +8151600941,20140828T000000,340000.0,3,1.75,1720,10710,1.0,0,0,3,7,860,860,1957,0,98146,47.5092,-122.362,1480,10359 +3448001975,20150504T000000,351000.0,1,0.75,930,6600,1.0,0,0,3,6,930,0,1924,0,98125,47.7127,-122.296,1590,6600 +2141500040,20140912T000000,440000.0,4,2.5,2400,8038,2.0,0,0,3,8,2400,0,2002,0,98059,47.4881,-122.143,2040,7756 +2798600120,20150422T000000,298000.0,4,2.5,1960,11798,2.0,0,0,3,8,1960,0,1999,0,98092,47.3293,-122.205,2360,11785 +2227900040,20150114T000000,300000.0,4,1.75,1890,9205,1.0,0,0,3,8,1260,630,1964,0,98133,47.774,-122.348,1430,6775 +3395040580,20141023T000000,310000.0,3,2.25,1590,3056,2.0,0,0,3,7,1590,0,2001,0,98108,47.5432,-122.293,1540,2890 +6137610620,20140808T000000,500000.0,4,2.5,2590,9354,2.0,0,0,4,9,2590,0,1993,0,98011,47.7703,-122.193,2730,9264 +7518505375,20150505T000000,399900.0,3,1.0,860,1664,1.5,0,0,3,7,860,0,1927,0,98117,47.6761,-122.384,1540,4080 +9206950100,20140617T000000,343000.0,3,2.5,1270,2509,2.0,0,0,3,8,1270,0,2004,0,98106,47.5357,-122.365,1420,2206 +9542890100,20141229T000000,415000.0,2,2.25,1130,2191,2.0,0,0,3,8,1130,0,2010,0,98052,47.6861,-122.103,1140,1710 +4254000620,20141007T000000,410000.0,3,2.5,1860,15457,2.0,0,0,3,8,1860,0,1997,0,98019,47.7383,-121.955,2040,14055 +6414100026,20150108T000000,320000.0,2,1.0,1802,11225,1.0,0,0,3,7,1802,0,1961,0,98125,47.7205,-122.323,1810,7332 +1346300035,20140626T000000,1990000.0,5,3.0,4480,5000,2.5,0,0,5,12,3420,1060,1902,0,98112,47.6275,-122.315,3220,5600 +2212210360,20140702T000000,253000.0,2,1.0,1310,7128,1.0,0,0,4,7,940,370,1980,0,98031,47.3958,-122.189,1400,7161 +205000410,20140915T000000,630000.0,3,2.5,2320,32772,2.0,0,0,3,9,2320,0,1992,0,98053,47.6304,-121.988,2610,33305 +2892600056,20150106T000000,216000.0,2,1.0,1130,12500,1.0,0,0,4,7,1130,0,1953,0,98055,47.4514,-122.187,1270,10798 +3396800120,20150427T000000,540000.0,3,2.5,2180,11100,1.0,0,0,3,8,1230,950,1983,0,98052,47.717,-122.101,1930,12000 +2320069089,20140930T000000,212000.0,3,1.5,1830,12233,1.5,0,0,4,5,1830,0,1930,0,98022,47.2057,-122.003,1520,12233 +4036400110,20150129T000000,300000.0,3,2.75,2340,12282,1.0,0,2,3,8,1470,870,1978,0,98155,47.7379,-122.289,2640,8887 +7518506716,20140827T000000,969950.0,3,2.5,2830,3750,3.0,0,0,3,10,2830,0,2014,0,98117,47.6798,-122.385,1780,5100 +9826701765,20140808T000000,715000.0,3,1.0,1610,7680,1.0,0,0,3,6,900,710,1956,0,98122,47.6038,-122.303,1940,2880 +1438700040,20140825T000000,1321620.0,5,2.75,2410,19447,2.0,0,2,3,10,2290,120,1968,0,98040,47.5549,-122.211,2980,19447 +5494000040,20141201T000000,1444000.0,4,2.75,2660,9547,1.0,0,1,3,8,1930,730,1968,2006,98004,47.616,-122.218,2410,10001 +7224500375,20140715T000000,305000.0,3,1.0,1030,5350,1.0,0,0,3,7,1030,0,1924,2009,98055,47.4905,-122.206,1030,5250 +1025049254,20141204T000000,458000.0,3,4.0,1390,1569,2.0,0,0,3,9,1150,240,2006,0,98105,47.671,-122.269,1620,1855 +2407000110,20150414T000000,275000.0,3,1.75,1580,8775,1.0,0,0,3,6,1220,360,1942,0,98146,47.4845,-122.335,1180,8775 +7203600745,20141014T000000,550000.0,3,2.75,2330,4780,2.0,0,3,3,8,1730,600,1930,1988,98198,47.3459,-122.326,1100,5336 +7234601198,20140604T000000,742000.0,3,3.25,1540,704,3.0,0,0,3,9,1540,0,2011,0,98122,47.6177,-122.308,1540,1456 +1931300110,20140725T000000,700000.0,3,1.0,1570,4000,2.0,0,0,5,8,1570,0,1908,0,98103,47.6575,-122.346,1640,4000 +8624700015,20141112T000000,640000.0,4,3.0,2940,5763,1.0,0,0,5,8,1640,1300,1955,0,98108,47.5589,-122.295,2020,7320 +6149700315,20150410T000000,352000.0,3,0.75,1240,7200,1.0,0,0,3,7,1240,0,1947,0,98133,47.7298,-122.342,1210,7200 +2064800880,20150201T000000,301500.0,3,1.0,1410,7419,1.0,0,0,3,7,1050,360,1969,0,98056,47.534,-122.173,1800,8000 +3902300450,20140702T000000,630000.0,4,2.5,2190,9880,1.0,0,0,4,8,1410,780,1979,0,98033,47.6926,-122.186,2190,9198 +1332300110,20150223T000000,340000.0,3,2.5,3040,6255,2.0,0,0,3,7,3040,0,1999,0,98030,47.3817,-122.206,2670,6259 +7663700610,20150310T000000,477500.0,4,1.75,1860,9364,1.0,0,0,3,7,1080,780,1953,0,98125,47.731,-122.301,1800,9364 +7520000330,20140813T000000,285000.0,3,2.5,1690,7460,1.0,0,0,3,7,870,820,1997,0,98146,47.4964,-122.353,1900,7302 +1521049156,20141010T000000,255000.0,3,2.75,1900,16117,1.0,0,0,4,7,1900,0,1958,0,98001,47.3144,-122.278,1640,19166 +6648760150,20140728T000000,315000.0,3,2.5,1600,7982,2.0,0,0,3,8,1600,0,1993,0,98001,47.3397,-122.266,1890,9830 +1807900300,20141217T000000,830000.0,6,3.0,2530,9000,1.0,0,0,3,6,2530,0,1978,0,98033,47.6716,-122.199,1886,6000 +4310700778,20150210T000000,539950.0,3,2.25,1860,1558,3.0,0,0,3,8,1860,0,2014,0,98103,47.7006,-122.339,1760,2456 +5364200620,20140814T000000,980000.0,3,2.25,2390,4590,2.0,0,0,3,8,2090,300,1941,1998,98105,47.6615,-122.276,2280,5179 +1939130120,20140718T000000,735000.0,4,2.5,3100,8529,2.0,0,0,3,9,3100,0,1990,0,98074,47.6252,-122.029,2710,8344 +7280300375,20150122T000000,536000.0,5,2.25,2650,9140,1.0,0,1,3,8,1350,1300,1965,0,98177,47.7772,-122.387,2700,7800 +2767602720,20150223T000000,575000.0,3,2.0,1520,5000,1.5,0,0,3,7,1140,380,1945,0,98107,47.6733,-122.389,1530,4650 +3300701185,20140925T000000,500000.0,2,1.0,1510,4000,1.0,0,0,3,6,930,580,1924,0,98117,47.6917,-122.38,1300,4000 +8731901910,20140616T000000,285500.0,4,1.75,1960,7950,1.0,0,0,4,8,1960,0,1967,0,98023,47.3109,-122.377,1960,8400 +2558640110,20140514T000000,498000.0,4,2.75,2270,7375,1.0,0,0,4,7,1290,980,1973,0,98034,47.7222,-122.168,1750,7760 +9465200405,20140821T000000,412000.0,2,1.0,910,6282,1.0,0,0,4,7,910,0,1939,0,98103,47.6967,-122.354,970,6281 +2896000450,20150323T000000,607000.0,4,2.5,2100,8220,1.0,0,0,4,8,1300,800,1975,0,98052,47.6733,-122.145,2160,8348 +1320069255,20140624T000000,199000.0,3,1.0,1000,8512,1.0,0,0,3,6,1000,0,1991,0,98022,47.2151,-121.993,1490,10395 +8651720150,20140721T000000,492500.0,4,2.75,2760,18306,1.0,0,0,3,7,1630,1130,1978,0,98034,47.7302,-122.215,2470,9856 +3840700757,20140619T000000,585000.0,4,2.5,2840,11044,2.0,0,0,3,8,2840,0,2001,0,98034,47.7134,-122.237,1934,9605 +8856970530,20141208T000000,326995.0,3,2.5,1860,5321,2.0,0,0,3,7,1860,0,2000,0,98038,47.3848,-122.033,1940,5205 +2473351050,20140813T000000,372500.0,4,2.25,1920,9660,1.0,0,0,4,8,1920,0,1968,0,98058,47.4544,-122.143,1890,7800 +7003200120,20140627T000000,528000.0,2,0.75,840,40642,1.0,1,4,4,6,840,0,1937,0,98070,47.404,-122.447,1850,64069 +1321059097,20140924T000000,400000.0,3,1.5,2390,32109,1.0,0,0,3,7,2390,0,1975,2007,98092,47.3028,-122.102,1370,32109 +2571910100,20141029T000000,344000.0,4,2.5,2100,8501,2.0,0,0,5,7,2100,0,1993,0,98022,47.1951,-122.01,2130,8560 +5104511050,20140902T000000,409950.0,4,3.0,2430,7163,2.0,0,0,3,8,2430,0,2003,0,98038,47.3558,-122.013,2430,6028 +2771603990,20140715T000000,625000.0,3,2.0,1880,4000,1.0,0,2,3,8,1280,600,1950,0,98199,47.6375,-122.391,1920,4000 +9407001770,20150512T000000,304950.0,3,1.75,1350,9000,1.0,0,0,3,7,1350,0,1987,0,98045,47.4487,-121.773,1370,9500 +3211230300,20140929T000000,381500.0,2,2.0,2160,35183,1.0,0,0,3,9,2160,0,1985,0,98092,47.312,-122.115,2450,34992 +3229200040,20140723T000000,215000.0,3,1.75,1430,13399,1.0,0,0,4,7,900,530,1946,0,98168,47.4787,-122.275,1720,6415 +3810000843,20150427T000000,345000.0,5,1.75,2840,12870,2.0,0,2,4,7,2840,0,1925,0,98178,47.4961,-122.235,2170,9612 +4045700455,20150316T000000,363000.0,3,0.75,2510,20000,2.0,0,0,4,7,2510,0,1961,0,98001,47.2871,-122.287,2130,20000 +3322049095,20150205T000000,240000.0,3,1.0,1690,20063,1.5,0,0,4,7,1690,0,1913,0,98001,47.3556,-122.294,1700,15899 +8682280970,20150204T000000,548050.0,2,2.0,1930,5479,1.0,0,0,3,8,1930,0,2005,0,98053,47.7054,-122.011,1900,5479 +9269200650,20141027T000000,314000.0,2,1.0,720,4920,1.0,0,0,3,6,720,0,1941,0,98126,47.5352,-122.371,670,4920 +7701961220,20140626T000000,800000.0,4,2.5,2990,16809,2.0,0,0,3,11,2990,0,1990,0,98077,47.7123,-122.073,3340,18752 +7883603945,20140715T000000,400000.0,5,1.75,2300,6720,2.0,0,0,3,7,2300,0,1905,0,98108,47.528,-122.32,1200,6000 +1352300580,20141114T000000,247000.0,1,1.0,460,4120,1.0,0,0,3,4,460,0,1937,0,98055,47.4868,-122.199,990,4120 +8714600145,20150401T000000,540000.0,2,1.75,1240,4120,1.0,0,0,4,7,890,350,1906,0,98105,47.6689,-122.314,1640,3740 +323089172,20140718T000000,410000.0,4,2.5,1900,15123,2.0,0,0,3,8,1900,0,1995,0,98045,47.5015,-121.772,1900,16477 +8651511030,20141002T000000,525000.0,3,1.75,2120,9146,1.0,0,0,3,8,1260,860,1981,0,98074,47.6475,-122.064,2040,10485 +7015200900,20150410T000000,820000.0,4,2.5,2440,5737,2.0,0,0,4,8,1700,740,1929,0,98119,47.6472,-122.367,2020,5543 +736100065,20150310T000000,1250000.0,4,2.25,3300,15375,1.5,0,3,3,8,2820,480,1933,1984,98040,47.526,-122.225,3250,15375 +3123049131,20141218T000000,244000.0,2,1.0,1180,10200,1.0,0,0,4,7,1180,0,1955,0,98148,47.4358,-122.336,1330,10200 +1773101530,20141218T000000,275000.0,1,1.0,520,4800,1.0,0,0,3,5,520,0,1930,0,98106,47.5533,-122.363,800,4960 +6917700650,20141008T000000,577000.0,2,1.75,2070,23160,1.0,0,0,3,7,1260,810,1946,0,98199,47.6551,-122.394,1690,5458 +3574800090,20141202T000000,446950.0,5,2.5,2250,7945,1.0,0,0,4,7,1360,890,1977,0,98034,47.7316,-122.221,1820,7866 +7853220610,20140729T000000,457000.0,3,2.5,2050,5694,2.0,0,2,3,8,2050,0,2004,0,98065,47.5331,-121.855,2680,7187 +9537200037,20150428T000000,320000.0,4,1.5,1310,137214,1.5,0,0,4,7,1310,0,1926,0,98198,47.362,-122.316,1310,9450 +5470100090,20140905T000000,210000.0,3,1.5,1250,9484,1.0,0,0,4,7,1250,0,1969,0,98042,47.3675,-122.147,1320,9600 +3826500730,20140922T000000,220000.0,4,2.5,2130,9100,1.0,0,0,3,8,1290,840,1978,0,98030,47.3815,-122.169,1770,7700 +2998800040,20140613T000000,589000.0,3,2.0,2250,8800,1.0,0,0,4,7,1250,1000,1925,0,98116,47.5737,-122.409,2250,4800 +7658600150,20140630T000000,435000.0,4,2.0,1880,3840,1.0,0,0,3,7,970,910,1904,0,98144,47.5929,-122.303,1670,1820 +3816300065,20140716T000000,375000.0,3,1.0,1520,10798,1.0,0,0,3,7,1520,0,1953,0,98028,47.7635,-122.262,1670,9876 +1561600056,20141017T000000,1735000.0,4,3.5,4010,9654,2.0,0,0,3,10,4010,0,2007,0,98004,47.5891,-122.2,1870,9873 +8682261250,20141211T000000,545000.0,2,1.75,1660,5581,1.0,0,0,3,8,1660,0,2005,0,98053,47.713,-122.033,1670,4871 +6392002550,20141022T000000,970000.0,3,2.25,3400,10000,2.0,0,0,3,10,3400,0,1983,0,98115,47.6846,-122.284,1860,5100 +1370803835,20140718T000000,705000.0,2,1.75,2320,6755,1.0,0,0,5,8,1380,940,1946,0,98199,47.6398,-122.403,1990,5000 +7805450040,20150316T000000,915557.0,5,3.25,3740,11536,2.0,0,0,4,9,2540,1200,1984,0,98006,47.5599,-122.108,2920,11258 +8019200823,20150209T000000,259000.0,4,1.5,1810,9000,1.5,0,0,3,7,1810,0,1960,0,98168,47.4911,-122.322,1520,9780 +5457800930,20140613T000000,1695000.0,2,2.25,3170,3000,2.0,0,2,5,10,1990,1180,1900,0,98109,47.6291,-122.351,2980,5061 +3715500110,20141201T000000,427000.0,3,1.75,1680,8610,1.0,0,0,4,7,1290,390,1969,0,98034,47.7246,-122.173,1640,8809 +6058600385,20140811T000000,390000.0,2,1.0,930,3100,1.0,0,0,3,6,930,0,1911,0,98144,47.5943,-122.302,1670,3800 +7708250040,20150212T000000,363000.0,3,2.5,2390,8000,2.0,0,0,3,8,2390,0,1995,0,98042,47.3895,-122.154,2070,7585 +2769600035,20140807T000000,612000.0,4,2.5,2680,3626,1.5,0,3,4,7,1680,1000,1928,0,98107,47.6727,-122.361,1950,4500 +5500100120,20140916T000000,380000.0,4,1.75,1790,10186,1.0,0,0,4,8,1790,0,1965,0,98177,47.7769,-122.376,1790,9142 +4472000040,20140818T000000,230000.0,4,3.0,1680,6003,1.0,0,0,3,7,1150,530,1997,0,98002,47.2885,-122.218,1820,6207 +9376301591,20150414T000000,580000.0,3,1.75,1570,2600,1.5,0,0,4,8,1570,0,1931,0,98117,47.6867,-122.37,1490,4000 +4232903990,20141119T000000,770000.0,3,1.0,2230,3200,2.0,0,2,3,8,1630,600,1918,0,98109,47.6334,-122.356,2280,5400 +7575500150,20140924T000000,207200.0,4,2.0,1260,8400,1.0,0,0,3,6,1260,0,1991,0,98022,47.1946,-122.0,1120,8400 +6817801430,20150305T000000,525000.0,3,2.0,1790,11430,1.0,0,0,3,7,1190,600,1985,0,98074,47.6319,-122.035,1700,12114 +2883200760,20150209T000000,925000.0,3,2.5,2440,7419,1.0,0,0,3,7,1520,920,1961,0,98103,47.6857,-122.334,2440,4880 +1797500985,20140902T000000,883000.0,4,2.25,2410,4000,2.0,0,0,5,8,1650,760,1910,0,98115,47.6727,-122.316,1820,4000 +2896400210,20150508T000000,455000.0,4,2.5,1780,2992,2.0,0,0,3,7,1780,0,2003,0,98072,47.7633,-122.149,1610,2961 +8691510150,20140922T000000,343500.0,3,2.5,1900,5194,2.0,0,0,3,7,1900,0,2004,0,98058,47.4391,-122.117,2230,5194 +6163901380,20141114T000000,244000.0,2,1.0,960,8450,1.0,0,0,5,6,960,0,1950,0,98155,47.755,-122.316,1090,8450 +9477000650,20141119T000000,397000.0,3,1.75,1640,11730,1.0,0,0,5,7,1640,0,1967,0,98034,47.7351,-122.189,1640,7770 +2560800165,20150316T000000,180500.0,2,1.0,850,5000,1.0,0,0,3,6,850,0,1976,0,98198,47.3817,-122.314,1160,5000 +5589300495,20150304T000000,310000.0,3,2.75,2150,6576,1.0,0,0,4,7,1900,250,1926,0,98155,47.7539,-122.308,2150,9071 +2517000600,20150128T000000,315000.0,4,2.5,2780,3969,2.0,0,0,3,7,2780,0,2005,0,98042,47.3992,-122.164,2260,4160 +5364200477,20140603T000000,718000.0,3,1.0,1030,4958,1.0,0,0,5,7,1030,0,1952,0,98105,47.6647,-122.277,2230,6987 +7349400100,20141009T000000,279950.0,3,1.75,1930,7267,1.0,0,0,4,7,1330,600,1977,0,98002,47.3217,-122.205,1600,7698 +1455600062,20141021T000000,689000.0,3,2.5,2080,9612,1.0,0,3,4,8,1700,380,1940,0,98125,47.7293,-122.283,2560,10202 +629810720,20140818T000000,828000.0,4,2.5,3520,9901,2.0,0,0,3,10,3520,0,1998,0,98074,47.6084,-122.011,3490,9667 +3395800455,20140625T000000,150000.0,2,1.0,890,8100,1.0,0,0,3,6,890,0,1942,0,98146,47.4839,-122.34,1260,8100 +9191201385,20150301T000000,505400.0,3,1.75,1640,3400,1.0,0,0,4,7,930,710,1926,0,98105,47.6694,-122.3,1380,3750 +6648150040,20140513T000000,1680000.0,5,3.25,4860,23723,2.0,0,2,4,11,3820,1040,1989,0,98040,47.5767,-122.215,4040,13860 +7211400615,20140515T000000,217450.0,3,1.0,1040,5000,1.0,0,0,3,7,1040,0,1959,0,98146,47.5122,-122.358,1440,5000 +6870000150,20141218T000000,677000.0,4,2.5,2820,4174,2.0,0,0,3,9,2820,0,2004,0,98034,47.7112,-122.226,2560,4853 +3324079092,20150427T000000,361000.0,2,2.5,1320,48787,1.0,0,0,3,8,1320,0,2004,0,98027,47.5157,-121.924,1830,155073 +8901000543,20140609T000000,620000.0,3,2.5,2590,7237,2.0,0,0,3,8,2590,0,2004,0,98125,47.7113,-122.309,1670,7648 +7428000120,20141210T000000,176000.0,3,2.25,1540,5449,1.0,0,0,2,7,1180,360,1989,0,98023,47.29,-122.358,1460,6740 +6675500112,20150414T000000,330000.0,3,1.0,960,7218,1.0,0,0,4,7,960,0,1969,0,98034,47.7278,-122.226,1580,9104 +8898701340,20141029T000000,290000.0,3,2.5,1190,8175,1.0,0,0,3,7,1190,0,1986,0,98055,47.4556,-122.203,2230,9520 +3904921120,20140715T000000,711000.0,4,2.5,2770,9532,2.0,0,0,4,9,2770,0,1988,0,98029,47.5688,-122.012,2770,9219 +1545806960,20150422T000000,295000.0,3,1.75,1060,8100,2.0,0,0,4,7,1060,0,1983,0,98038,47.3617,-122.047,1410,8100 +3303990410,20141111T000000,1096500.0,5,3.25,4010,12110,2.0,0,0,3,11,4010,0,2003,0,98059,47.5228,-122.151,4010,12334 +1862900690,20140925T000000,257500.0,3,2.0,1140,7078,1.0,0,0,4,7,1140,0,1991,0,98031,47.4057,-122.185,1460,7078 +123039333,20140609T000000,240000.0,4,1.0,1910,16320,1.5,0,0,3,6,1910,0,1934,0,98106,47.5151,-122.366,1380,9000 +8077210230,20141212T000000,645000.0,4,2.5,2340,8955,2.0,0,0,3,9,2340,0,1990,0,98074,47.6283,-122.026,2340,8955 +9550200650,20140506T000000,499000.0,2,1.75,1170,2400,1.0,0,0,4,7,740,430,1903,0,98103,47.6653,-122.333,1570,3919 +4326000220,20141020T000000,321000.0,3,1.0,1290,9526,1.5,0,0,3,7,1290,0,1961,0,98034,47.7111,-122.213,1290,9508 +1862400522,20140822T000000,449000.0,3,2.5,1810,1658,3.0,0,0,3,8,1810,0,1998,0,98117,47.6955,-122.376,1470,1585 +7589200165,20150107T000000,515000.0,3,2.5,1820,5280,1.0,0,0,4,7,910,910,1949,0,98117,47.6892,-122.375,1600,4820 +925059042,20141002T000000,456000.0,4,1.5,2220,12385,1.0,0,0,3,8,1270,950,1978,0,98033,47.6734,-122.185,2030,8831 +2924079044,20140723T000000,865000.0,3,3.75,3830,219106,2.0,0,0,3,9,3830,0,1977,1999,98027,47.5432,-121.952,2440,219106 +5535600110,20140618T000000,515500.0,4,2.5,2920,7700,2.0,0,0,3,9,2920,0,2003,0,98019,47.7351,-121.975,2920,8943 +1428900033,20141119T000000,576925.0,4,2.5,2630,6100,2.0,0,0,3,8,2630,0,2004,0,98072,47.7735,-122.167,2360,5765 +1822059382,20150102T000000,243000.0,3,1.75,1320,10416,1.0,0,0,3,7,1320,0,1996,0,98031,47.3902,-122.208,1670,7991 +3584000180,20140528T000000,253400.0,3,2.0,1400,8640,1.0,0,0,5,7,1400,0,1968,0,98003,47.3182,-122.319,1270,9375 +7812500180,20150413T000000,292000.0,3,2.5,1600,3580,2.0,0,0,3,7,1600,0,2000,0,98178,47.4939,-122.261,2020,4327 +984210220,20141203T000000,271500.0,3,2.5,1490,8005,1.0,0,0,3,7,1090,400,1976,0,98058,47.4359,-122.165,1880,7905 +8682310220,20140827T000000,765000.0,2,2.5,2170,6750,1.0,0,0,3,8,2170,0,2012,0,98053,47.7115,-122.014,2150,6074 +7586200061,20150312T000000,375000.0,3,3.25,1280,1730,2.0,0,0,3,8,1090,190,2005,0,98177,47.7032,-122.36,1280,2121 +5127100100,20150511T000000,382880.0,3,2.0,1620,9566,1.0,0,0,4,7,1620,0,1968,0,98059,47.474,-122.146,1660,10011 +7856000150,20140609T000000,852500.0,3,2.5,2630,10100,1.0,0,0,4,9,1580,1050,1967,0,98006,47.5638,-122.153,2400,9700 +5076700025,20141124T000000,475000.0,3,1.5,1240,8738,1.0,0,0,3,7,1240,0,1959,0,98005,47.5849,-122.17,1440,9344 +9221400600,20140523T000000,462000.0,3,1.75,1300,2580,1.0,0,0,5,7,820,480,1919,0,98115,47.674,-122.319,1180,2820 +1924059278,20140611T000000,762400.0,3,1.75,2430,14607,1.0,0,1,3,8,1230,1200,1949,1970,98040,47.5588,-122.211,2750,17425 +6163901283,20150130T000000,330000.0,4,1.5,1890,7540,1.0,0,0,4,7,1890,0,1967,0,98155,47.7534,-122.318,1890,8515 +7504460090,20140725T000000,473000.0,3,2.25,1890,12236,1.0,0,0,3,8,1890,0,1978,0,98074,47.6232,-122.047,2390,12323 +4154302560,20141121T000000,550000.0,3,1.5,2440,7200,1.0,0,0,3,7,2440,0,1949,0,98118,47.5604,-122.274,1920,6900 +7905390220,20140623T000000,449500.0,3,2.25,1780,7280,1.0,0,2,3,7,1340,440,1972,0,98034,47.723,-122.215,2060,7280 +8691330910,20140521T000000,744000.0,4,2.75,2830,13059,2.0,0,0,3,10,2830,0,1998,0,98075,47.595,-121.986,3840,11596 +9169100175,20150507T000000,700000.0,4,2.0,2490,4700,1.0,0,0,4,7,1690,800,1952,0,98136,47.5254,-122.392,2240,5000 +5706202070,20140930T000000,511100.0,4,2.5,1560,12220,1.5,0,0,4,7,1560,0,1965,0,98027,47.5287,-122.053,1920,12220 +9478501020,20140916T000000,317950.0,3,2.5,1980,4500,2.0,0,0,3,7,1980,0,2012,0,98042,47.3671,-122.113,2200,4500 +426069095,20141014T000000,542950.0,3,2.5,2070,39768,2.0,0,0,3,8,2070,0,1988,0,98077,47.7696,-122.036,2740,44866 +6752000330,20140815T000000,490000.0,3,1.75,1490,11360,1.0,0,0,3,8,1490,0,1975,0,98008,47.5896,-122.12,2350,10320 +9834200555,20150219T000000,760000.0,4,3.5,3090,4060,2.0,0,0,3,8,2420,670,1992,0,98144,47.5733,-122.287,1720,4080 +726059344,20150421T000000,475000.0,3,2.25,1580,8659,1.0,0,0,4,7,1220,360,1961,0,98011,47.7599,-122.215,1970,9650 +8106100085,20140509T000000,1702500.0,5,4.5,5190,23716,2.0,0,2,3,11,3390,1800,1987,2000,98040,47.5846,-122.223,4460,22748 +3831250150,20150326T000000,435000.0,3,2.75,2692,6197,2.0,0,0,3,9,2692,0,2007,0,98030,47.3569,-122.202,2336,5700 +7852020760,20141101T000000,399000.0,3,2.5,1740,3690,2.0,0,0,3,8,1740,0,2000,0,98065,47.5345,-121.867,2100,4944 +3142600120,20140826T000000,627000.0,3,2.0,1940,3800,1.0,0,0,4,7,1050,890,1927,0,98115,47.6842,-122.309,1700,3800 +7831800495,20141002T000000,346500.0,4,2.5,2150,5100,1.5,0,0,3,7,1290,860,1991,0,98106,47.5338,-122.36,1920,5100 +4037000065,20150414T000000,412000.0,3,1.5,1320,8000,1.0,0,0,3,7,1320,0,1957,0,98008,47.6027,-122.122,1720,8100 +7574910450,20150203T000000,845000.0,4,2.5,3360,40471,2.0,0,0,4,10,3360,0,1994,0,98077,47.742,-122.035,3150,36823 +6703700025,20141105T000000,373000.0,3,1.75,1850,9655,1.0,0,0,3,7,1100,750,1959,0,98155,47.7358,-122.319,1480,8683 +5418500970,20140808T000000,725000.0,4,2.25,2880,8882,2.0,0,0,4,8,2480,400,1965,0,98115,47.6999,-122.284,2460,9610 +5379806180,20140813T000000,376000.0,6,2.5,2420,11662,1.0,0,2,4,7,1420,1000,1965,0,98188,47.4459,-122.278,1630,11662 +3332000061,20140805T000000,552500.0,3,1.0,2020,4120,1.5,0,0,4,7,1520,500,1929,0,98118,47.5514,-122.271,1200,4635 +7635800600,20140626T000000,365000.0,5,2.0,2280,19000,1.5,0,0,3,6,2280,0,1924,0,98166,47.4683,-122.359,1790,11800 +1825079086,20140521T000000,700000.0,4,2.5,3010,46173,2.0,0,0,3,9,3010,0,1996,0,98053,47.6471,-121.964,2590,49222 +4399200085,20150305T000000,315000.0,4,2.25,2550,9736,1.0,0,0,4,8,2550,0,1967,0,98002,47.3193,-122.212,1770,9686 +7131300031,20150331T000000,262500.0,4,2.0,1540,5110,1.0,0,0,3,7,1540,0,1957,0,98118,47.5164,-122.268,1540,5110 +2719100355,20141104T000000,660000.0,3,2.25,2280,6150,2.0,0,2,3,8,2280,0,1984,0,98136,47.5423,-122.385,1920,6150 +2517010120,20150413T000000,340000.0,4,2.5,2450,6941,2.0,0,0,3,7,2450,0,2006,0,98042,47.4006,-122.162,3300,6941 +5700000600,20140702T000000,660500.0,5,2.5,2950,5500,1.5,0,0,5,7,1720,1230,1918,0,98144,47.5785,-122.293,2200,5000 +5075400035,20140627T000000,280000.0,1,1.0,690,1950,1.0,0,0,3,6,690,0,1928,0,98117,47.6849,-122.374,1650,4864 +5141000571,20140825T000000,267000.0,1,1.0,800,2480,1.0,0,0,4,6,800,0,1919,0,98108,47.5581,-122.316,1490,4650 +3664500300,20141106T000000,230000.0,2,1.0,1470,25661,1.5,0,0,3,4,1470,0,1932,0,98059,47.4878,-122.13,1670,43301 +2607730490,20140922T000000,417000.0,3,2.25,1840,11403,2.0,0,0,3,8,1840,0,1993,0,98045,47.4862,-121.797,2150,11403 +88000790,20140714T000000,252000.0,3,1.0,1170,9730,1.0,0,0,3,7,1170,0,1968,1986,98055,47.4562,-122.196,1680,10125 +4083303540,20150320T000000,791000.0,5,1.75,2344,4800,1.5,0,0,4,7,1544,800,1921,0,98103,47.6537,-122.335,1770,4200 +6430500219,20140910T000000,415000.0,1,1.0,1230,3774,1.0,0,0,4,6,830,400,1924,0,98103,47.6886,-122.354,1300,3774 +203900610,20140724T000000,339000.0,3,1.75,1150,13278,1.0,0,0,5,7,1150,0,1966,0,98053,47.6384,-121.969,1560,12400 +6083000123,20150504T000000,158000.0,3,1.0,1140,10477,1.0,0,0,3,6,1140,0,1942,0,98168,47.4874,-122.306,1190,9750 +2490200620,20140811T000000,535000.0,3,1.0,1660,5100,1.0,0,0,3,7,1260,400,1957,0,98136,47.5323,-122.383,1230,5100 +9528102870,20150304T000000,818900.0,3,1.0,1080,4120,1.0,0,0,3,7,980,100,1919,0,98115,47.6771,-122.319,1280,3090 +2436700610,20150422T000000,550000.0,4,2.0,1720,4000,1.0,0,0,3,7,1420,300,1950,0,98105,47.6651,-122.285,1350,1281 +7655900031,20150306T000000,240000.0,2,1.0,590,8717,1.0,0,0,3,6,590,0,1953,0,98133,47.7343,-122.335,1370,6760 +7011201333,20140917T000000,590000.0,3,3.25,1290,1230,2.0,0,2,3,9,1090,200,2008,0,98119,47.6367,-122.37,1710,1797 +9412200730,20150224T000000,369300.0,3,1.5,1480,21320,1.0,0,0,4,7,1480,0,1967,0,98027,47.5234,-122.043,1850,17825 +3024079096,20150414T000000,510000.0,4,2.5,2600,118666,1.0,0,0,3,7,1400,1200,1981,0,98027,47.54,-121.97,2440,131116 +5423600040,20140707T000000,542500.0,3,2.5,2040,10086,2.0,0,0,3,8,2040,0,1987,0,98052,47.679,-122.113,1940,10272 +3291800120,20150102T000000,262500.0,3,1.0,970,7854,1.0,0,0,4,7,970,0,1980,0,98056,47.4899,-122.185,1480,7800 +3052700921,20150211T000000,900000.0,6,3.0,2620,4350,1.0,0,0,3,7,1760,860,1957,0,98117,47.678,-122.373,1760,4300 +2424059119,20141014T000000,1100000.0,4,3.5,4560,41636,2.0,0,0,3,9,4170,390,1995,0,98006,47.5589,-122.116,2990,11381 +4335000145,20140813T000000,368000.0,3,1.75,1750,14400,1.0,0,0,4,7,1750,0,1951,0,98166,47.4535,-122.361,2030,14400 +1980200384,20141022T000000,825000.0,4,3.5,3620,6499,2.5,0,0,3,9,3620,0,2003,2009,98177,47.7326,-122.36,2330,7200 +5637200150,20150114T000000,343500.0,3,2.0,1660,7509,1.0,0,0,3,7,1660,0,2002,0,98059,47.4872,-122.144,2380,8598 +8864000970,20141204T000000,273500.0,4,1.0,1360,6000,1.0,0,0,4,6,1020,340,1944,0,98168,47.4783,-122.285,1230,6000 +3885808210,20150120T000000,1000000.0,3,2.5,2044,5610,2.0,0,0,4,9,2044,0,1996,0,98033,47.6791,-122.209,2440,5610 +7986400265,20141029T000000,770000.0,5,3.0,2370,6000,1.5,0,2,3,8,1340,1030,1926,2003,98107,47.6645,-122.358,1350,4500 +9459200120,20150304T000000,400000.0,3,2.0,1170,3868,1.5,0,0,4,7,1170,0,1925,0,98118,47.5543,-122.29,1400,3800 +1311200120,20140513T000000,225000.0,3,1.0,1660,7210,1.0,0,0,3,7,1100,560,1963,0,98001,47.3394,-122.281,1660,7245 +3649100031,20150305T000000,345000.0,4,1.0,2020,18150,1.0,0,0,4,7,2020,0,1955,0,98028,47.739,-122.249,1530,11970 +2475400120,20141001T000000,450000.0,3,2.5,2530,8116,2.0,0,0,3,8,2530,0,2001,0,98011,47.7597,-122.167,2280,8791 +6365900065,20140718T000000,334850.0,2,1.0,870,5635,1.0,0,0,3,7,870,0,1948,0,98116,47.5676,-122.398,1310,5750 +3959400645,20150107T000000,605000.0,5,3.0,3670,9600,1.0,0,1,3,8,1980,1690,1955,0,98108,47.5648,-122.316,1730,4933 +4139660040,20141121T000000,760000.0,5,3.5,3180,14000,2.0,0,0,5,10,3180,0,1997,0,98006,47.5501,-122.128,3670,14450 +3241600027,20141006T000000,390000.0,2,1.5,1870,12960,1.5,0,0,4,6,1350,520,1926,0,98118,47.5234,-122.288,1380,7800 +8946400100,20140804T000000,488000.0,3,2.5,1940,5660,2.0,0,0,3,8,1940,0,2001,0,98072,47.7511,-122.17,2110,4581 +3625059152,20141230T000000,3300000.0,3,3.25,4220,41300,1.0,1,4,4,11,2460,1760,1958,1987,98008,47.6083,-122.11,3810,30401 +624110110,20150222T000000,1063000.0,5,4.5,4820,13165,2.0,0,0,4,11,3950,870,1990,0,98077,47.7295,-122.057,3880,13810 +522079015,20150322T000000,608000.0,3,2.0,2400,217800,2.0,0,0,3,8,1590,810,1975,0,98038,47.4166,-121.94,2340,207781 +3204300455,20140822T000000,1385000.0,3,2.25,2930,6000,2.0,0,2,3,11,1920,1010,2000,0,98112,47.6301,-122.301,1870,5040 +5414100040,20140915T000000,299950.0,2,1.0,800,3000,1.0,0,0,3,6,800,0,1904,0,98118,47.5602,-122.292,1640,3400 +1930301015,20150428T000000,818000.0,3,3.25,2200,4800,2.0,0,2,3,7,1910,290,1943,1996,98103,47.6551,-122.353,1410,4800 +1898200100,20140528T000000,355000.0,3,2.5,2400,9701,1.0,0,0,3,9,2400,0,1990,0,98023,47.3081,-122.392,2400,8258 +9471200065,20141015T000000,1855000.0,5,3.25,5570,9600,2.0,0,0,5,9,3860,1710,1952,0,98105,47.6708,-122.262,3170,10400 +510003085,20140623T000000,660000.0,3,3.25,1980,2850,3.0,0,0,3,7,1980,0,1987,0,98103,47.6597,-122.331,1630,4560 +2579500110,20140701T000000,2367000.0,3,2.25,3530,17450,1.0,1,3,3,9,1840,1690,1930,1993,98040,47.5358,-122.213,3530,17310 +1762600090,20150424T000000,1211000.0,4,2.5,3430,35120,2.0,0,0,3,10,3430,0,1984,0,98033,47.6484,-122.182,3920,35230 +6700390090,20140625T000000,255950.0,3,2.5,1720,3676,2.0,0,0,3,7,1720,0,1992,0,98031,47.4039,-122.188,1720,3510 +6817801020,20140821T000000,475000.0,3,1.5,1930,11092,1.0,0,0,3,7,1500,430,1983,0,98074,47.634,-122.033,1230,10964 +7931000053,20141229T000000,362950.0,4,1.75,2140,159865,1.0,0,0,4,7,1140,1000,1960,0,98031,47.4235,-122.218,1830,15569 +1828000620,20140701T000000,452000.0,3,1.75,1110,9012,1.0,0,0,4,7,1110,0,1966,0,98052,47.6563,-122.131,1800,8679 +2423400040,20140804T000000,315000.0,3,1.75,1970,8200,1.0,0,0,3,7,1270,700,1964,0,98168,47.4731,-122.327,1890,8348 +6064800730,20150129T000000,330950.0,3,2.5,1630,2844,2.0,0,0,3,7,1630,0,2003,0,98118,47.5413,-122.288,1610,2582 +3388300590,20140611T000000,535000.0,5,2.25,2520,49222,2.0,0,0,4,8,2520,0,1978,0,98027,47.4918,-122.064,2780,55321 +1591600506,20150225T000000,479000.0,4,2.25,2270,9464,1.5,0,0,4,7,1520,750,1940,0,98146,47.5007,-122.359,1770,9464 +6798100661,20140616T000000,340000.0,3,2.5,1212,1174,3.0,0,0,3,7,1212,0,2004,0,98125,47.7145,-122.311,1256,1226 +8732800100,20140916T000000,312000.0,4,2.0,1890,8362,1.0,0,0,3,7,1890,0,1966,0,98188,47.4377,-122.279,1600,9257 +2025701080,20150318T000000,305000.0,3,2.25,1370,6600,2.0,0,0,4,7,1370,0,1993,0,98038,47.3504,-122.035,1370,6600 +4345000490,20141202T000000,270000.0,3,2.5,1770,7336,2.0,0,0,3,7,1770,0,1996,0,98030,47.3639,-122.185,1770,7349 +2771104010,20140605T000000,529999.0,3,2.5,1710,1664,2.0,0,0,5,8,1300,410,2003,0,98199,47.6456,-122.383,1470,5400 +3307700405,20140723T000000,587100.0,2,1.0,1190,6967,1.0,0,0,3,7,1190,0,1946,0,98040,47.5896,-122.243,1700,6968 +6817800910,20141118T000000,459800.0,3,2.0,1690,16061,1.0,0,0,3,7,1690,0,1984,0,98074,47.6359,-122.035,1280,12436 +259801140,20141212T000000,451000.0,4,1.75,1680,7800,1.0,0,0,3,7,1330,350,1966,0,98008,47.6286,-122.118,1680,7210 +1176001293,20140617T000000,2475000.0,3,3.25,4340,4947,2.0,0,3,3,11,3060,1280,1993,0,98107,47.6709,-122.406,1680,5250 +820079101,20141222T000000,525000.0,3,2.25,2040,435600,2.0,0,2,4,7,2040,0,1983,0,98022,47.2328,-121.945,2020,223027 +40001065,20140529T000000,250000.0,2,1.0,1110,26051,1.0,0,0,3,6,1110,0,1951,0,98168,47.4711,-122.291,2240,12255 +3330501975,20141117T000000,475000.0,5,2.0,2040,6180,2.0,0,0,4,7,2040,0,1908,0,98118,47.5503,-122.28,1870,4365 +3021059175,20150312T000000,235000.0,4,1.5,1920,11595,1.0,0,0,4,7,1920,0,1962,0,98002,47.2858,-122.212,1400,10550 +8092500720,20140711T000000,230000.0,3,1.5,1330,9548,1.0,0,0,5,7,1330,0,1967,0,98042,47.3675,-122.11,1420,9548 +9828702120,20140701T000000,581000.0,4,1.0,1630,2566,1.5,0,0,3,7,1630,0,1921,0,98122,47.6183,-122.3,1220,2314 +6751300375,20140702T000000,415000.0,3,1.0,1520,9030,1.0,0,0,3,7,1520,0,1956,0,98007,47.587,-122.134,1470,8712 +6751300375,20141016T000000,522500.0,3,1.0,1520,9030,1.0,0,0,3,7,1520,0,1956,0,98007,47.587,-122.134,1470,8712 +6073300790,20150105T000000,383000.0,3,1.5,1340,7725,1.0,0,0,4,8,1340,0,1967,0,98056,47.5389,-122.173,1990,7725 +8074400035,20141030T000000,315000.0,3,1.75,2500,8289,1.0,0,0,4,7,1250,1250,1958,0,98056,47.4973,-122.177,1710,8205 +2254501335,20140922T000000,591000.0,3,2.0,1460,3600,2.0,0,0,3,7,1460,0,1902,0,98122,47.6123,-122.314,1590,1210 +7504021510,20141219T000000,750000.0,4,2.25,3140,12150,2.0,0,0,3,9,3140,0,1979,0,98074,47.6361,-122.047,2370,12054 +7625701386,20140516T000000,430000.0,3,1.75,2150,4333,1.0,0,0,3,7,1200,950,1956,0,98136,47.5537,-122.388,1480,6500 +1775500371,20150501T000000,712000.0,4,2.5,3140,32336,1.5,0,0,3,10,3140,0,1995,0,98072,47.7412,-122.087,2340,19965 +3244500037,20150406T000000,510000.0,3,2.5,2310,53578,1.0,0,0,4,8,1340,970,1981,0,98072,47.7677,-122.135,2660,49658 +9828701745,20150123T000000,480000.0,2,1.0,710,4800,1.0,0,0,2,6,710,0,1950,0,98112,47.6212,-122.298,1480,1721 +1994200040,20140613T000000,538000.0,3,1.0,1460,7200,1.0,0,0,3,7,1260,200,1906,0,98103,47.6875,-122.336,1430,4650 +8122100265,20141205T000000,464000.0,2,2.75,730,5000,1.0,0,0,3,7,730,0,1929,0,98126,47.5381,-122.374,980,5000 +7202290180,20150102T000000,476000.0,3,2.5,1440,3840,2.0,0,0,3,7,1440,0,2001,0,98053,47.6873,-122.043,1600,3131 +4025300360,20150326T000000,349500.0,3,2.0,1130,16875,1.0,0,0,4,7,1130,0,1947,0,98155,47.7489,-122.3,1600,14300 +2557000540,20150207T000000,270000.0,3,2.25,1810,8262,2.0,0,0,4,8,1810,0,1981,0,98023,47.2994,-122.37,1820,8262 +9388100015,20141119T000000,740000.0,3,2.5,2710,18480,2.0,0,2,3,10,2000,710,1978,0,98034,47.7256,-122.259,2710,18077 +6305900300,20141013T000000,395000.0,4,2.5,2740,8336,2.0,0,0,4,9,2740,0,1990,0,98031,47.3904,-122.176,2460,9189 +7202340530,20150410T000000,498000.0,3,2.5,1690,4088,2.0,0,0,3,7,1690,0,2004,0,98053,47.6779,-122.034,1950,4088 +7849202296,20150130T000000,339900.0,3,2.5,1470,4675,2.0,0,0,3,7,1470,0,1999,0,98065,47.5261,-121.827,1500,4385 +255520150,20140902T000000,539000.0,3,2.5,2830,9972,2.0,0,0,3,9,2830,0,2006,0,98019,47.7382,-121.975,3557,9159 +3578401770,20150226T000000,400000.0,3,1.0,1410,9704,1.0,0,0,3,8,1140,270,1983,0,98074,47.6203,-122.036,1910,13639 +984000410,20150218T000000,225000.0,3,2.5,2170,11745,1.0,0,0,4,7,1410,760,1967,0,98058,47.4342,-122.17,1860,8643 +9834200925,20140910T000000,330000.0,3,2.25,1340,4080,1.5,0,0,3,6,1170,170,1907,0,98144,47.5722,-122.291,1670,4080 +2225039103,20140626T000000,1387800.0,3,3.0,2480,5500,2.0,0,3,3,10,1730,750,1950,2005,98199,47.6466,-122.404,2950,5670 +6445800015,20150430T000000,490000.0,3,2.75,1990,31200,1.0,0,0,3,8,1990,0,1986,0,98029,47.5544,-122.035,3120,29625 +1311800040,20141220T000000,260000.0,4,2.75,2240,7200,1.0,0,0,3,7,1140,1100,1967,0,98001,47.3357,-122.275,1580,7416 +1473120730,20140627T000000,469900.0,4,2.5,2990,8913,2.0,0,0,4,9,2990,0,1991,0,98058,47.4353,-122.159,2740,8030 +6820100035,20141112T000000,493000.0,6,1.75,2120,3801,1.5,0,0,4,7,1220,900,1925,0,98115,47.6832,-122.311,1850,4181 +1824079107,20140528T000000,740000.0,4,2.25,2920,46355,2.0,0,0,4,9,2920,0,1998,0,98024,47.569,-121.962,2310,184694 +2891000610,20141211T000000,148900.0,4,1.75,1700,6000,1.0,0,0,3,7,1700,0,1967,0,98002,47.3252,-122.208,1280,6000 +6600220090,20141118T000000,475000.0,2,2.5,1620,14467,2.0,0,0,3,7,1620,0,1981,0,98074,47.6306,-122.035,1470,13615 +4447300165,20141223T000000,415000.0,2,1.0,760,4000,1.0,0,0,3,7,760,0,1944,0,98117,47.6896,-122.396,1520,4000 +2891000450,20140707T000000,229500.0,3,1.0,1230,6000,1.0,0,0,4,7,1230,0,1967,0,98002,47.3256,-122.209,1240,6000 +9286000110,20140814T000000,1355000.0,5,3.75,4960,13990,2.0,0,2,3,11,3760,1200,2001,0,98006,47.5491,-122.137,5200,18116 +2558160220,20141210T000000,385000.0,4,2.5,2030,11375,1.0,0,0,3,7,1330,700,1969,0,98028,47.7765,-122.261,1500,9160 +2422000067,20150427T000000,230000.0,3,2.25,1830,11331,1.0,0,0,3,7,1250,580,1965,0,98001,47.2899,-122.287,2240,16433 +2887701970,20140808T000000,425000.0,2,1.0,970,2700,1.0,0,0,4,7,770,200,1926,0,98115,47.6852,-122.312,1570,3348 +8581400015,20140722T000000,189900.0,2,1.0,1000,4179,1.0,0,0,5,5,1000,0,1914,0,98002,47.297,-122.227,1010,6327 +7972603950,20150102T000000,238000.0,2,1.0,750,6480,1.0,0,0,3,6,750,0,1943,0,98106,47.5195,-122.35,1050,6390 +7882600332,20140819T000000,968060.0,4,2.5,2620,16200,1.0,0,2,4,7,1570,1050,1950,1993,98033,47.6623,-122.196,3050,11875 +5078400210,20140616T000000,921000.0,4,1.5,2220,9496,1.0,0,0,4,7,1490,730,1954,0,98004,47.6233,-122.206,1800,8286 +1180008355,20140507T000000,380000.0,5,1.75,3000,6000,1.0,0,0,5,7,1500,1500,1958,0,98178,47.492,-122.225,2230,7125 +2781600195,20141117T000000,285000.0,1,1.0,1060,54846,1.0,1,4,3,5,1060,0,1935,0,98070,47.4716,-122.445,2258,31762 +3342100995,20141022T000000,449000.0,4,2.5,1980,5400,2.0,0,0,3,8,1980,0,1998,0,98056,47.5182,-122.207,1980,5400 +2818600115,20140709T000000,625000.0,4,1.0,1600,5500,1.5,0,0,4,7,1600,0,1946,0,98117,47.6983,-122.393,1900,5500 +8732020720,20140521T000000,318989.0,4,2.25,2000,9000,1.0,0,0,4,8,2000,0,1978,0,98023,47.3125,-122.387,2190,8374 +1563100557,20141010T000000,445000.0,3,1.5,1310,1266,2.0,0,0,3,8,1120,190,2002,0,98116,47.5663,-122.408,1310,1378 +9533100145,20150205T000000,750000.0,3,1.0,1120,8549,1.0,0,0,3,7,1120,0,1952,0,98004,47.6294,-122.205,1440,8640 +3761700067,20150306T000000,959000.0,3,2.5,3320,11875,1.0,0,0,5,10,3320,0,1979,0,98034,47.7212,-122.26,3730,11875 +8029500360,20141202T000000,330000.0,3,2.5,2370,9102,2.0,0,0,3,9,2370,0,1990,0,98023,47.3067,-122.394,2530,9883 +7011201106,20150216T000000,425000.0,2,1.5,830,1241,2.0,0,0,3,7,830,0,2005,0,98119,47.6363,-122.368,1610,2666 +3235100110,20141202T000000,280000.0,3,1.0,940,7913,1.0,0,0,3,6,940,0,1948,0,98155,47.7657,-122.321,940,7913 +2623089141,20141023T000000,476500.0,4,2.5,2250,50155,2.0,0,0,3,8,2250,0,1998,0,98045,47.449,-121.756,2040,57857 +1241500147,20140521T000000,556000.0,3,2.25,2020,3600,2.0,0,0,3,8,2020,0,1998,0,98033,47.6678,-122.165,2070,3699 +1524079188,20140729T000000,1862000.0,4,5.25,5240,320917,2.0,0,2,3,10,5240,0,2006,0,98024,47.5605,-121.905,1930,68824 +9262800208,20140919T000000,637000.0,4,3.5,4083,68377,2.0,0,0,3,10,4083,0,2005,0,98001,47.3114,-122.262,2430,41382 +1062100115,20141204T000000,405000.0,3,2.0,1450,6081,1.0,0,0,4,7,1450,0,1969,0,98155,47.7522,-122.278,1880,6000 +6381500265,20140627T000000,397000.0,5,1.0,1170,6757,1.0,0,0,4,6,800,370,1944,0,98125,47.7332,-122.304,1590,6794 +7203220300,20140724T000000,895990.0,4,2.75,3555,6565,2.0,0,0,3,9,3555,0,2014,0,98053,47.6847,-122.017,3625,5637 +4027701220,20140828T000000,259000.0,3,2.0,1610,14046,2.0,0,0,3,7,1610,0,1933,1988,98028,47.7704,-122.264,2410,9000 +114100758,20141022T000000,420000.0,2,1.0,960,112384,1.0,0,0,3,7,960,0,1955,0,98028,47.7642,-122.234,1210,24875 +9376301110,20140519T000000,518000.0,3,2.5,1680,2096,2.0,0,0,3,8,1380,300,2008,0,98117,47.6904,-122.37,1360,2096 +9371700085,20140722T000000,425000.0,3,1.75,1380,8182,1.0,0,0,5,7,1380,0,1942,0,98133,47.7513,-122.349,1300,8188 +2122049096,20140808T000000,182500.0,2,1.0,1040,13920,1.0,0,0,3,6,1040,0,1973,0,98198,47.3756,-122.306,1100,7575 +546000245,20140716T000000,549900.0,3,1.5,1380,3031,1.5,0,0,4,7,1380,0,1929,0,98117,47.6889,-122.38,1440,4005 +2783600210,20140916T000000,445000.0,3,1.75,1850,16863,1.0,0,0,4,7,1280,570,1980,0,98034,47.7166,-122.225,1790,9000 +5210200184,20140606T000000,452000.0,2,1.75,1740,5400,1.0,0,0,4,7,990,750,1946,0,98115,47.6971,-122.282,1980,5400 +2125049133,20141104T000000,715000.0,5,1.75,1920,6500,1.0,0,0,3,7,1260,660,1951,0,98112,47.6394,-122.308,1970,5500 +7940710100,20140911T000000,559000.0,3,2.5,2010,5200,2.0,0,0,3,8,2010,0,1989,0,98034,47.7142,-122.203,1860,4400 +6072800246,20140702T000000,3300000.0,5,6.25,8020,21738,2.0,0,0,3,11,8020,0,2001,0,98006,47.5675,-122.189,4160,18969 +5466700450,20141015T000000,250000.0,4,1.75,1860,7350,1.0,0,0,4,7,1090,770,1977,0,98031,47.3979,-122.174,1710,7350 +1425039029,20140923T000000,1230000.0,5,4.0,4390,6656,2.0,0,0,3,9,2930,1460,2008,0,98199,47.648,-122.397,1560,6656 +422069067,20150512T000000,276500.0,4,2.25,2380,128937,1.0,0,0,4,7,2380,0,1960,0,98038,47.4253,-122.043,1030,114998 +2472920740,20141114T000000,440000.0,4,2.5,2880,7386,2.0,0,0,4,9,2880,0,1987,0,98058,47.4397,-122.15,2420,7663 +2338800100,20140508T000000,543200.0,6,2.25,2820,15600,1.5,0,2,5,7,1970,850,1940,0,98166,47.4635,-122.362,2520,7797 +3524039060,20140601T000000,250000.0,1,1.0,750,4000,1.0,0,0,3,6,750,0,1918,0,98136,47.5243,-122.39,1770,4850 +7539900040,20140728T000000,625000.0,4,2.5,1750,9000,1.0,0,0,3,8,1410,340,1977,2003,98052,47.6403,-122.105,2120,9600 +1646502055,20140613T000000,530100.0,3,1.0,1540,3399,1.5,0,0,3,7,1200,340,1926,0,98117,47.6853,-122.359,1500,3914 +1025049268,20140721T000000,549900.0,2,1.75,1140,936,2.0,0,0,3,8,940,200,2014,0,98105,47.6647,-122.284,1160,1327 +324059076,20150311T000000,430000.0,4,1.5,1560,6534,1.0,0,0,4,7,1560,0,1962,0,98007,47.6012,-122.152,1560,6969 +1853080730,20141210T000000,835000.0,3,2.5,2960,6856,2.0,0,0,3,10,2960,0,2009,0,98074,47.5906,-122.057,3320,6856 +6708200040,20140507T000000,409500.0,4,2.75,2140,13000,1.0,0,0,3,7,1320,820,1968,0,98028,47.7683,-122.252,2360,11000 +3438501452,20140520T000000,329000.0,4,2.5,1600,6765,1.0,0,0,3,7,830,770,1947,2011,98106,47.5469,-122.365,1600,8942 +9287802380,20140522T000000,940000.0,4,2.75,2080,4000,1.5,0,0,3,8,2080,0,1912,2000,98107,47.6737,-122.358,1730,5000 +2652501513,20140813T000000,539950.0,3,2.0,1560,3200,1.5,0,0,3,7,1560,0,1910,2007,98109,47.6398,-122.356,1240,3600 +2421059125,20150414T000000,579950.0,4,2.5,2880,213444,1.0,0,0,5,8,2140,740,1984,0,98092,47.2887,-122.109,2810,213444 +1250202990,20140611T000000,881000.0,5,3.0,2510,4125,1.5,0,3,5,8,1590,920,1925,0,98144,47.5968,-122.29,2190,5415 +6914700165,20140804T000000,362500.0,3,1.0,960,5424,1.5,0,0,3,6,960,0,1916,0,98115,47.6997,-122.32,1550,5687 +920069052,20150421T000000,243950.0,2,1.0,1120,35500,1.0,0,0,5,6,1120,0,1961,0,98022,47.2411,-122.043,1680,66022 +7853310590,20140529T000000,658000.0,4,2.75,3310,6166,2.0,0,0,3,9,3310,0,2008,0,98065,47.521,-121.877,3200,7027 +1898600100,20141124T000000,218250.0,3,1.5,1080,9774,1.0,0,0,3,7,1080,0,1968,0,98023,47.3155,-122.401,1190,9611 +5611500100,20140522T000000,655000.0,4,2.5,2860,12394,2.0,0,0,3,10,2860,0,1999,0,98075,47.5832,-122.026,3070,8515 +1796370590,20150305T000000,255000.0,3,2.0,1490,7599,1.0,0,0,3,7,1490,0,1990,0,98042,47.3687,-122.088,1560,7710 +7831800110,20150115T000000,215000.0,3,1.0,1210,7175,1.0,0,0,3,7,1210,0,1918,0,98106,47.5339,-122.356,1640,5850 +4218400175,20150223T000000,1265000.0,3,1.75,2240,5657,1.5,0,2,4,8,1910,330,1941,0,98105,47.6621,-122.27,2970,5657 +5317100750,20140711T000000,2920000.0,4,4.75,4575,24085,2.5,0,2,5,10,3905,670,1926,0,98112,47.6263,-122.284,3900,9687 +3365900175,20150402T000000,424305.0,3,2.5,1600,5960,2.0,0,2,5,8,1600,0,1910,0,98168,47.4758,-122.265,1410,13056 +7649900175,20140520T000000,494000.0,4,1.75,2090,4300,1.5,0,0,4,7,1250,840,1925,0,98136,47.5555,-122.397,1670,5000 +8159600360,20140605T000000,560000.0,4,2.5,2260,3713,2.0,0,0,3,9,2260,0,2003,0,98034,47.7247,-122.165,2260,3713 +9272202260,20140924T000000,130000.0,3,1.0,1200,7000,2.0,0,0,1,7,1200,0,1908,0,98116,47.5883,-122.384,3290,6000 +2820069048,20150504T000000,468000.0,4,2.5,2480,176418,1.5,0,3,5,8,2480,0,1927,0,98022,47.1941,-122.038,1640,112384 +6744700343,20141209T000000,480000.0,5,3.0,2240,15435,1.0,0,1,5,7,1390,850,1952,0,98155,47.7426,-122.288,2240,10750 +925049318,20140811T000000,475000.0,3,1.75,1550,4054,1.5,0,0,4,7,1550,0,1926,0,98115,47.6743,-122.301,1510,3889 +6648700150,20150225T000000,285000.0,4,1.75,2130,8151,1.0,0,0,4,7,1330,800,1967,0,98031,47.3932,-122.201,1600,8587 +510001400,20140630T000000,765000.0,5,3.0,2870,5700,1.0,0,0,3,7,1950,920,1964,0,98103,47.6621,-122.33,1730,5529 +7606200090,20150327T000000,208000.0,2,1.0,1160,5750,1.0,0,0,4,6,1160,0,1924,0,98065,47.5322,-121.829,1160,8250 +8562890590,20141003T000000,372000.0,3,2.5,2430,5000,2.0,0,0,3,8,2430,0,2001,0,98042,47.3786,-122.127,2910,5620 +441000115,20141209T000000,470000.0,2,1.0,900,5512,1.0,0,0,3,7,900,0,1947,0,98115,47.6877,-122.289,1270,5512 +3876200330,20140626T000000,451000.0,5,2.75,2830,8925,1.5,0,0,3,7,2830,0,1967,0,98034,47.731,-122.179,1700,8539 +1508210100,20140827T000000,442200.0,4,1.75,1620,8132,1.0,0,0,3,8,1620,0,1974,0,98052,47.6788,-122.11,1920,8400 +2944500330,20140825T000000,330000.0,4,2.5,2510,8580,2.0,0,0,4,8,2510,0,1991,2012,98023,47.295,-122.37,2290,7809 +4302200625,20140924T000000,335000.0,3,1.75,1790,5120,1.0,0,0,4,6,940,850,1949,0,98106,47.5277,-122.355,1160,5120 +2722049246,20141114T000000,280000.0,3,2.0,1640,13249,1.0,0,0,3,7,1640,0,1995,0,98032,47.3589,-122.281,1640,9240 +142000175,20140822T000000,625000.0,3,1.75,2240,6050,1.0,0,0,4,8,1250,990,1950,0,98116,47.5658,-122.4,1720,6050 +9558041130,20140903T000000,345000.0,3,2.5,1870,3584,2.0,0,0,3,8,1870,0,2003,0,98058,47.4521,-122.121,1900,3920 +5112800210,20141024T000000,255950.0,4,1.0,1500,11050,1.0,0,0,5,7,1500,0,1964,0,98058,47.4509,-122.088,1970,20800 +2461900850,20150105T000000,570000.0,4,1.0,1490,6000,1.5,0,0,3,7,1490,0,1918,0,98136,47.5518,-122.385,1700,6000 +647100096,20150331T000000,685000.0,3,1.5,2230,8558,2.0,0,0,3,8,2230,0,1960,0,98040,47.5833,-122.219,2200,8558 +2787311110,20140902T000000,273148.0,3,1.75,1710,7210,1.0,0,0,4,7,1240,470,1974,0,98031,47.4094,-122.175,1840,7245 +1545801500,20140625T000000,246500.0,3,2.5,1620,7686,2.0,0,0,3,7,1620,0,1989,0,98038,47.3613,-122.053,1370,7686 +3811300110,20150406T000000,349950.0,5,2.5,2250,7176,1.0,0,0,3,7,1310,940,1983,0,98055,47.4486,-122.194,1550,9081 +7519001321,20150210T000000,545000.0,4,2.0,1700,2350,1.0,0,0,3,6,850,850,1926,2014,98117,47.6865,-122.366,1600,4160 +8641500252,20150227T000000,403000.0,3,2.5,1502,1400,3.0,0,0,3,7,1502,0,2005,0,98115,47.6951,-122.305,1377,1466 +8562891240,20150211T000000,299950.0,4,2.5,1900,4054,2.0,0,0,3,7,1900,0,2003,0,98042,47.3767,-122.124,2520,4085 +8644210110,20150501T000000,792000.0,3,2.5,3320,12840,1.0,0,0,3,10,2600,720,1990,0,98075,47.5783,-121.994,3230,14933 +8024202380,20141002T000000,418000.0,5,2.5,1980,10205,1.0,0,0,4,7,1080,900,1929,0,98115,47.699,-122.307,1310,5413 +5006000035,20150427T000000,332500.0,4,1.0,1670,8102,1.5,0,0,3,6,1670,0,1944,0,98166,47.4692,-122.355,1310,7906 +421069081,20150127T000000,337000.0,3,2.5,2235,43560,1.0,0,0,5,7,990,1245,1975,0,98010,47.3326,-122.046,1460,29621 +5053300015,20150121T000000,212000.0,2,1.0,1070,7386,1.0,0,0,3,6,1070,0,1949,0,98108,47.5434,-122.298,1330,6351 +8857320120,20150310T000000,542000.0,2,2.25,1800,2819,2.0,0,2,4,9,1800,0,1979,0,98008,47.6104,-122.113,1800,2755 +7852110690,20140522T000000,622500.0,4,2.5,2980,8107,2.0,0,0,3,9,2980,0,2000,0,98065,47.5389,-121.876,2750,7760 +6084600330,20140829T000000,260000.0,3,1.75,1670,8511,1.0,0,0,3,7,1340,330,1985,0,98001,47.3257,-122.276,1580,7218 +5561000330,20150505T000000,525000.0,3,1.75,2620,38350,1.0,0,0,4,8,1320,1300,1977,0,98027,47.4619,-121.991,2170,36962 +2225059273,20141114T000000,975000.0,5,3.5,5470,35071,2.0,0,0,3,11,4590,880,1976,0,98005,47.6368,-122.159,3600,35074 +1370803445,20140909T000000,1140000.0,4,1.75,3080,6500,1.0,0,0,4,9,1700,1380,1941,0,98199,47.6353,-122.402,2960,5711 +1236300268,20150303T000000,500000.0,3,1.0,940,10360,1.0,0,0,4,7,940,0,1964,0,98033,47.688,-122.19,2019,10360 +7752700110,20140618T000000,554000.0,5,2.25,1870,11411,1.0,0,0,4,8,1170,700,1961,0,98155,47.7445,-122.289,2420,10793 +2781250230,20140605T000000,343000.0,4,2.5,2070,4500,2.0,0,0,3,7,2070,0,2004,0,98038,47.3497,-122.026,2760,5173 +4027701055,20150424T000000,515000.0,2,1.75,950,15219,1.0,0,0,3,8,950,0,2009,0,98028,47.7723,-122.262,1560,12416 +2755200040,20140712T000000,492000.0,2,1.0,1290,6272,1.0,0,0,4,6,890,400,1922,0,98115,47.6777,-122.305,1260,5376 +2193320450,20150213T000000,655000.0,4,3.0,2570,8022,1.0,0,0,4,8,1370,1200,1984,0,98052,47.6956,-122.099,2090,8022 +2895550330,20150506T000000,290000.0,3,2.5,1600,6848,2.0,0,0,3,7,1600,0,2000,0,98001,47.3303,-122.271,1700,7210 +8712100790,20140701T000000,952500.0,4,1.5,2550,5055,2.0,0,0,4,10,2550,0,1910,0,98112,47.636,-122.301,1970,4431 +7883603700,20140822T000000,235000.0,2,1.0,1010,7500,1.0,0,0,3,7,1010,0,1941,0,98108,47.5283,-122.32,1220,6000 +3438502731,20150401T000000,323000.0,3,1.5,1720,7110,1.0,0,0,3,8,1720,0,1955,0,98106,47.5417,-122.355,1730,6840 +2025049161,20140506T000000,1050000.0,3,2.5,2200,1970,2.0,0,0,3,9,1610,590,2008,0,98102,47.6426,-122.327,1890,3505 +1222029077,20141029T000000,265000.0,0,0.75,384,213444,1.0,0,0,3,4,384,0,2003,0,98070,47.4177,-122.491,1920,224341 +5706500385,20150129T000000,200000.0,2,1.0,1400,9600,1.5,0,0,4,6,1400,0,1941,0,98022,47.2113,-121.993,1230,9600 +4024101254,20141204T000000,419995.0,3,2.25,1830,7500,1.0,0,0,4,7,1330,500,1968,0,98155,47.7574,-122.31,1830,8720 +7923250090,20150310T000000,1500000.0,3,3.0,3110,9015,1.0,0,4,4,10,1590,1520,1980,0,98033,47.6624,-122.202,3150,11447 +6675500082,20140812T000000,455000.0,3,2.5,1600,7829,2.0,0,0,3,7,1600,0,1987,0,98034,47.7288,-122.227,1580,9104 +4046710180,20150325T000000,660000.0,3,3.5,3600,37982,2.0,0,0,4,8,3600,0,1996,0,98014,47.6982,-121.917,2050,18019 +1771000760,20140513T000000,319000.0,3,1.0,1390,12823,1.0,0,0,4,7,1390,0,1968,0,98077,47.7438,-122.075,1390,10095 +3421069044,20141223T000000,390000.0,3,1.75,2092,250905,1.0,0,0,3,7,2092,0,1981,0,98022,47.2664,-122.027,2092,217800 +6600000330,20140627T000000,718500.0,3,1.5,1200,6240,1.0,0,0,3,8,1030,170,1952,0,98112,47.6222,-122.287,2810,6240 +2041000025,20141203T000000,474000.0,2,1.0,1090,3160,1.0,0,0,3,7,840,250,1926,0,98109,47.6385,-122.344,1070,3160 +2215500230,20140825T000000,615750.0,4,2.0,2140,6360,2.0,0,0,3,7,1840,300,1945,0,98115,47.687,-122.286,1690,6360 +6639900176,20141114T000000,551000.0,3,2.5,2010,17362,2.0,0,0,3,8,2010,0,1994,0,98033,47.6904,-122.176,1920,7200 +104510180,20150211T000000,230000.0,3,2.25,1500,7210,1.0,0,0,3,7,1150,350,1984,0,98023,47.3124,-122.352,1500,7210 +7202360760,20140711T000000,790000.0,4,2.5,3500,9198,2.0,0,0,3,9,3500,0,2004,0,98053,47.6785,-122.025,3990,8598 +3879901285,20150326T000000,1230000.0,3,2.5,2660,1967,3.0,0,3,3,9,1870,790,2007,0,98119,47.6264,-122.363,1640,1369 +1559900110,20141223T000000,325000.0,3,2.25,1440,6443,2.0,0,0,3,7,1440,0,1995,0,98019,47.7471,-121.979,1700,6749 +7202260040,20140801T000000,705000.0,4,2.75,2780,6207,2.0,0,0,3,8,2780,0,2001,0,98053,47.6867,-122.038,2660,5592 +7334600730,20141211T000000,259000.0,4,1.75,1580,8856,2.0,0,0,3,7,1580,0,1979,0,98045,47.4694,-121.745,1390,9490 +1723049419,20141204T000000,306000.0,3,1.5,1250,8700,1.0,0,0,4,7,1250,0,1959,0,98168,47.4744,-122.328,1300,8700 +3438501081,20141215T000000,315000.0,3,1.0,970,6828,1.0,0,0,3,6,970,0,1928,0,98106,47.5476,-122.36,1160,11666 +2916200054,20150413T000000,392500.0,3,1.0,1100,7650,1.0,0,0,3,7,1100,0,1952,0,98133,47.7219,-122.354,1430,7650 +3024059149,20141112T000000,1065000.0,4,2.25,3240,12930,2.0,0,0,4,9,2730,510,1968,0,98040,47.5373,-122.22,2610,12884 +1862400528,20140716T000000,350500.0,2,2.5,1290,1445,3.0,0,0,3,8,1290,0,1999,0,98117,47.6955,-122.376,1470,1503 +6329000385,20140618T000000,825000.0,4,3.5,3810,9792,2.0,0,0,3,9,3810,0,1938,2013,98146,47.5018,-122.38,1950,9792 +7812800215,20140808T000000,235000.0,4,1.0,1500,6360,1.5,0,0,3,6,1500,0,1944,0,98178,47.4979,-122.24,1190,6360 +2324079057,20150302T000000,650000.0,3,2.0,2660,257875,1.0,0,2,4,8,1530,1130,1976,0,98024,47.553,-121.887,1710,64033 +1982201485,20140512T000000,675000.0,4,3.0,2400,3340,1.0,0,0,4,7,1200,1200,1964,0,98107,47.6646,-122.365,1520,3758 +740500040,20141001T000000,265000.0,4,1.0,1860,8505,1.0,0,0,4,7,1860,0,1955,0,98055,47.4406,-122.194,1560,8505 +3025049052,20140812T000000,822500.0,2,1.0,1450,7098,1.0,0,4,3,7,1450,0,1924,0,98109,47.63,-122.349,2390,6098 +5244801255,20150428T000000,705000.0,3,2.75,2260,4000,2.0,0,0,4,8,1540,720,1956,0,98109,47.6435,-122.353,2120,4000 +2397101606,20141208T000000,2630000.0,6,4.75,5540,7200,2.5,0,2,4,11,3950,1590,1909,0,98119,47.6361,-122.366,2930,7200 +7234601445,20140623T000000,685000.0,2,1.5,1300,1676,1.0,0,2,3,7,1300,0,1943,0,98122,47.6133,-122.308,1260,1740 +3693901105,20141020T000000,630000.0,4,2.0,1610,5000,2.0,0,0,5,7,1610,0,1946,0,98117,47.6775,-122.398,1300,4950 +3124059006,20140508T000000,1250000.0,4,3.25,3820,24166,2.0,0,1,4,11,3310,510,1990,0,98040,47.5263,-122.227,2900,18786 +2523039310,20150112T000000,359000.0,4,2.5,1820,11325,1.0,0,0,3,8,1390,430,1976,0,98166,47.4574,-122.361,1990,10802 +5469650040,20150316T000000,784500.0,4,5.0,5820,13906,2.0,0,0,3,11,3750,2070,1993,0,98042,47.3814,-122.164,2980,13000 +5021900945,20140703T000000,850000.0,3,2.0,2470,8800,2.0,0,0,3,9,2470,0,1961,2004,98040,47.5753,-122.222,2340,10980 +1152700220,20140903T000000,410000.0,3,2.5,3040,6054,2.0,0,0,3,9,3040,0,2005,0,98042,47.3508,-122.163,2650,6054 +1423900220,20140709T000000,252000.0,4,1.75,1120,8250,1.0,0,0,4,7,1120,0,1966,0,98058,47.4555,-122.177,1330,7975 +3425059066,20140812T000000,618000.0,5,1.75,1880,18295,1.0,0,0,4,7,1880,0,1955,0,98005,47.6059,-122.154,2180,20674 +5347200165,20141002T000000,265000.0,3,1.0,1070,4800,1.0,0,0,3,6,970,100,1947,0,98126,47.5187,-122.377,1120,1198 +5145100300,20140918T000000,465000.0,3,2.0,1560,8509,1.0,0,0,3,8,790,770,1969,0,98034,47.7261,-122.22,1410,7428 +6141100395,20150204T000000,240000.0,2,1.0,870,6552,1.0,0,0,3,6,870,0,1947,0,98133,47.7188,-122.353,1500,6678 +5153200506,20140731T000000,217000.0,3,1.0,1000,12000,1.0,0,0,3,7,1000,0,1959,0,98023,47.3321,-122.346,1490,14940 +9122000385,20140806T000000,415000.0,4,2.25,2520,4200,1.5,0,0,4,7,1510,1010,1909,0,98144,47.5814,-122.312,1460,4200 +3279000120,20141222T000000,274000.0,2,2.0,1700,7992,1.0,0,0,4,7,950,750,1980,0,98023,47.3031,-122.385,1700,8030 +3438503223,20150223T000000,420000.0,5,3.0,2150,6117,1.0,0,0,3,7,1370,780,2003,0,98106,47.538,-122.356,1990,6064 +6788201240,20150318T000000,1062500.0,4,2.75,1590,6000,1.5,0,0,4,8,1590,0,1925,0,98112,47.6401,-122.299,1590,4000 +4139900120,20140605T000000,1415000.0,4,5.25,4670,43950,2.0,0,0,3,12,4670,0,1989,0,98006,47.5456,-122.126,4900,35000 +1868900775,20140505T000000,618500.0,3,2.0,1800,5000,1.0,0,0,4,7,1080,720,1942,0,98115,47.6738,-122.297,1800,5000 +764000180,20150109T000000,295000.0,3,1.5,1670,10800,1.0,0,0,4,8,1670,0,1956,0,98022,47.2004,-122.003,1670,9169 +3578400910,20150316T000000,400000.0,3,2.0,1010,12252,1.0,0,0,3,8,1010,0,1980,0,98074,47.6224,-122.045,1840,11497 +5631500191,20150326T000000,595000.0,3,2.5,2550,6677,2.0,0,0,3,8,2550,0,2002,0,98028,47.7336,-122.232,1930,7217 +6448000100,20140617T000000,1728000.0,4,3.0,3700,20570,1.0,0,0,4,10,1850,1850,1976,0,98004,47.6212,-122.224,3080,17595 +1545801340,20141231T000000,261000.0,3,1.75,1350,7686,1.0,0,0,3,7,1350,0,1987,0,98038,47.3617,-122.052,1370,7686 +5244800915,20141016T000000,780000.0,5,2.5,1660,4000,1.5,0,0,5,8,1660,0,1929,0,98109,47.6452,-122.352,1210,4000 +4217400590,20141118T000000,589000.0,3,1.5,1390,5040,1.0,0,0,3,7,1090,300,1947,0,98105,47.6611,-122.282,1910,4800 +1683600110,20150305T000000,230000.0,3,1.75,1720,9125,1.0,0,0,4,7,1140,580,1981,0,98092,47.3173,-122.181,1120,7506 +3630090110,20141018T000000,690000.0,4,3.5,2980,2147,2.5,0,0,3,10,2490,490,2006,0,98029,47.5463,-121.995,2880,2428 +1785400210,20150129T000000,524000.0,4,2.25,2190,15491,2.0,0,0,3,8,2190,0,1981,0,98074,47.6299,-122.039,2090,15039 +3319500317,20140522T000000,380000.0,2,2.5,1230,987,2.0,0,0,3,7,1060,170,2011,0,98144,47.6007,-122.305,1290,1328 +2492200256,20141112T000000,357500.0,3,1.0,1000,4080,1.0,0,0,4,7,740,260,1945,0,98126,47.5351,-122.381,1480,4080 +3797300110,20141027T000000,330000.0,3,2.0,2500,10697,1.0,0,0,3,8,2500,0,1994,0,98022,47.1927,-122.01,2560,9772 +1870400615,20150309T000000,635000.0,5,1.75,2240,4750,1.0,0,0,4,7,1120,1120,1920,0,98115,47.6727,-122.293,1980,4750 +8823901445,20150313T000000,934000.0,9,3.0,2820,4480,2.0,0,0,3,7,1880,940,1918,0,98105,47.6654,-122.307,2460,4400 +3630000150,20150128T000000,358500.0,2,1.75,1400,865,2.0,0,0,3,8,1110,290,2005,0,98029,47.5478,-121.999,1380,1107 +5727500301,20141006T000000,401000.0,3,1.5,1470,6867,1.0,0,0,3,8,1470,0,1955,0,98155,47.7495,-122.327,1470,6523 +4167960330,20150109T000000,270000.0,3,2.0,1820,7750,1.0,0,0,3,8,1820,0,1992,0,98023,47.3169,-122.352,2080,8084 +2484700155,20141014T000000,705000.0,4,2.0,2060,6000,1.0,0,1,4,8,1370,690,1954,0,98136,47.5237,-122.383,2060,6600 +4046700300,20141030T000000,325000.0,3,2.0,1670,17071,1.0,0,0,3,7,1100,570,1988,0,98014,47.69,-121.913,1660,15593 +4365200865,20140902T000000,384950.0,3,1.0,1540,7740,1.0,0,0,4,7,1540,0,1909,0,98126,47.522,-122.375,1220,7740 +6713700205,20140715T000000,310000.0,3,1.0,1210,9730,1.0,0,0,4,7,1210,0,1953,0,98133,47.762,-122.355,1470,9730 +293800900,20141006T000000,829950.0,4,2.5,3430,42775,2.0,0,0,3,10,3430,0,1992,0,98077,47.765,-122.045,3190,36820 +3375800220,20150330T000000,353000.0,3,2.5,2550,6021,2.0,0,0,3,7,2550,0,2002,0,98030,47.3828,-122.211,2080,6021 +8898700820,20140707T000000,170500.0,2,1.0,1060,7700,1.0,0,0,3,7,820,240,1981,0,98055,47.4599,-122.205,1370,8833 +2725069156,20140716T000000,885250.0,4,2.5,3670,49658,2.0,0,0,3,10,3670,0,1999,0,98074,47.6219,-122.015,3040,49658 +8043700300,20140608T000000,2700000.0,4,3.25,4420,7850,2.0,1,4,3,11,3150,1270,2001,0,98008,47.572,-122.102,2760,8525 +2372800100,20140925T000000,245000.0,3,1.5,1550,9126,1.0,0,0,5,7,1550,0,1957,0,98022,47.2012,-122.0,1450,9282 +7518501822,20141017T000000,469000.0,3,2.5,1190,1290,3.0,0,0,3,8,1190,0,2008,0,98107,47.6762,-122.378,1410,1923 +1928300620,20140608T000000,455000.0,3,1.0,1300,3550,1.5,0,0,3,7,1300,0,1927,0,98105,47.6696,-122.32,1410,4080 +1402950100,20141121T000000,305000.0,4,2.5,2430,5959,2.0,0,0,3,8,2430,0,2002,0,98092,47.3348,-122.19,2100,5414 +2616800600,20140530T000000,840000.0,7,4.5,4290,37607,1.5,0,0,5,10,4290,0,1982,0,98027,47.4812,-122.033,2810,40510 +2597530760,20140623T000000,905000.0,5,3.5,3500,10155,2.0,0,0,3,10,2570,930,1996,0,98006,47.5415,-122.133,2940,10753 +7345200650,20141231T000000,219200.0,3,2.0,1680,7000,1.5,0,0,4,7,1680,0,1968,0,98002,47.2775,-122.203,1540,7480 +259800750,20150223T000000,455000.0,3,1.5,1250,8004,1.0,0,0,3,7,1250,0,1965,0,98008,47.6285,-122.117,1450,7931 +723049197,20140627T000000,195000.0,2,1.0,1020,8100,1.0,0,0,3,6,1020,0,1940,0,98168,47.4971,-122.334,1200,12500 +2883200775,20141113T000000,799000.0,3,1.0,1510,4178,2.0,0,0,3,8,1510,0,1902,1979,98103,47.6849,-122.335,2140,4916 +3995700245,20140627T000000,285000.0,2,1.0,910,8155,1.0,0,0,4,6,910,0,1948,0,98155,47.7399,-122.3,1240,8155 +1775900220,20140922T000000,300000.0,3,1.5,1320,15053,1.0,0,0,3,7,1320,0,1979,0,98072,47.7405,-122.095,1250,13368 +7999600180,20140529T000000,83000.0,2,1.0,900,8580,1.0,0,0,3,5,900,0,1918,0,98168,47.4727,-122.27,2060,6533 +6145601745,20150414T000000,220000.0,2,1.0,890,4804,1.0,0,0,4,7,890,0,1928,0,98133,47.7027,-122.346,1010,3844 +818500100,20140603T000000,174500.0,2,2.5,1240,2689,2.0,0,0,3,7,1240,0,1986,0,98003,47.3236,-122.323,1430,3609 +3904920730,20150427T000000,695000.0,4,2.5,2960,10760,2.0,0,0,3,9,2960,0,1987,0,98029,47.5677,-122.013,2480,9528 +3211000040,20141204T000000,255000.0,3,1.5,1020,11410,1.0,0,0,3,7,1020,0,1959,0,98059,47.4811,-122.162,1290,8400 +9557300040,20150225T000000,539000.0,5,2.25,2590,7245,1.0,0,0,3,8,1510,1080,1973,0,98008,47.6398,-122.111,1930,7245 +7011201482,20150317T000000,552700.0,2,1.0,1100,2800,1.0,0,0,3,7,1100,0,1925,0,98119,47.6361,-122.371,1110,1673 +5315100667,20140603T000000,571500.0,3,1.0,1300,6710,1.0,0,0,4,6,1300,0,1952,0,98040,47.5851,-122.242,1630,9946 +8598900157,20150313T000000,263700.0,3,1.0,1200,6561,1.0,0,0,3,6,1200,0,1950,1968,98177,47.7763,-122.36,1340,9450 +1346300150,20141020T000000,3300000.0,8,4.0,7710,11750,3.5,0,0,5,12,6090,1620,1904,0,98112,47.6263,-122.314,4210,8325 +9268710220,20140528T000000,186950.0,2,2.0,1390,1302,2.0,0,0,3,7,1390,0,1986,0,98003,47.3089,-122.33,1390,1302 +2224079086,20141110T000000,520000.0,3,1.75,1430,53628,2.0,0,0,3,8,1430,0,1985,0,98024,47.5577,-121.891,2100,53628 +1761600150,20140730T000000,358000.0,3,1.5,1250,7194,1.0,0,0,4,7,1250,0,1969,0,98034,47.7298,-122.231,1340,7242 +2123049086,20140807T000000,210000.0,2,0.75,840,49658,1.0,0,0,2,6,840,0,1948,0,98168,47.4727,-122.292,1240,11000 +4389201095,20150511T000000,3650000.0,5,3.75,5020,8694,2.0,0,1,3,12,3970,1050,2007,0,98004,47.6146,-122.213,4190,11275 +2802200100,20140811T000000,543000.0,4,2.25,2060,8767,2.0,0,0,3,8,2060,0,1983,0,98052,47.7228,-122.103,1610,8062 +6706000040,20150423T000000,330000.0,4,2.25,2000,10679,1.0,0,0,3,7,1350,650,1960,0,98148,47.4238,-122.329,1650,8875 +9828701690,20140806T000000,529000.0,3,2.0,1530,3400,1.0,0,0,3,7,990,540,1907,2014,98112,47.6204,-122.296,1880,4212 +7891600165,20140627T000000,295000.0,1,1.0,700,2500,1.0,0,0,4,7,700,0,1907,0,98106,47.5662,-122.364,1340,5000 +1238500978,20140922T000000,365000.0,3,1.0,950,8450,1.0,0,0,3,7,950,0,1962,0,98033,47.6884,-122.186,1610,10080 +8673400141,20141015T000000,473000.0,3,3.0,1380,1081,3.0,0,0,3,8,1380,0,2005,0,98107,47.6692,-122.39,1390,1140 +9421500150,20140623T000000,403500.0,3,1.0,1830,8004,1.0,0,0,3,8,1200,630,1960,0,98125,47.7259,-122.297,1860,7971 +148000035,20140602T000000,544000.0,3,1.5,1790,8203,1.5,0,1,3,7,1790,0,1910,0,98116,47.5768,-122.403,1960,6047 +2436700395,20141023T000000,621000.0,3,1.0,1340,4000,1.5,0,0,4,7,1340,0,1927,0,98105,47.6652,-122.288,1510,4000 +8010100040,20140801T000000,672600.0,3,2.25,1520,5750,2.0,0,0,3,8,1400,120,1908,2006,98116,47.5787,-122.388,1420,5650 +1193000220,20150407T000000,689800.0,2,1.75,1370,3125,1.0,0,0,3,7,1090,280,1950,0,98199,47.6492,-122.391,1730,5966 +8827901415,20150507T000000,613000.0,3,1.5,1470,4480,1.0,0,0,4,7,1130,340,1918,0,98105,47.6693,-122.291,2120,4480 +7732410220,20140701T000000,808000.0,4,2.25,2500,8866,2.0,0,0,4,9,2500,0,1987,0,98007,47.6604,-122.146,2630,8847 +415100015,20140725T000000,301000.0,3,1.0,1060,9241,1.0,0,0,4,7,1060,0,1956,0,98133,47.7465,-122.339,1900,6484 +2130400150,20140925T000000,340000.0,3,1.75,1210,9635,1.0,0,0,4,7,1210,0,1987,0,98019,47.7382,-121.98,1550,10707 +1555200590,20141223T000000,206000.0,3,1.0,920,8400,1.0,0,0,3,7,920,0,1963,0,98032,47.3771,-122.287,1260,8400 +2174503500,20141103T000000,550000.0,3,1.5,1340,6000,1.0,0,0,4,7,1340,0,1960,0,98040,47.5866,-122.25,1590,9000 +6371500120,20141224T000000,325000.0,2,1.0,960,4800,1.5,0,0,2,6,960,0,1912,0,98116,47.5752,-122.411,1440,4800 +3904900610,20141012T000000,475000.0,3,2.5,1630,7586,2.0,0,0,3,8,1630,0,1986,0,98029,47.5689,-122.023,2090,7330 +9527000490,20140730T000000,432100.0,3,1.75,1840,7350,1.0,0,0,3,8,1310,530,1976,0,98034,47.7089,-122.23,1860,7000 +2457200120,20150303T000000,359000.0,3,2.0,3085,7280,1.0,0,0,4,7,1560,1525,1959,0,98056,47.4956,-122.181,1480,7900 +3501600100,20150105T000000,490000.0,3,1.0,920,4800,1.0,0,0,4,6,780,140,1926,0,98117,47.6937,-122.362,1370,4800 +1245001295,20140522T000000,648360.0,4,1.75,2260,7005,1.0,0,1,4,7,1130,1130,1947,0,98033,47.6895,-122.207,2330,9180 +9536601295,20141007T000000,340000.0,3,1.75,1730,11986,1.0,0,3,5,6,1730,0,1918,0,98198,47.3595,-122.323,2490,9264 +2205700180,20150403T000000,545000.0,3,2.0,1610,8069,1.0,0,0,5,7,1090,520,1955,0,98006,47.5754,-122.15,1510,8803 +623049232,20140715T000000,115000.0,2,0.75,550,7980,1.0,0,0,3,5,550,0,1952,0,98146,47.511,-122.348,1330,7980 +9413600100,20150219T000000,705640.0,3,2.25,2400,12350,1.0,0,0,4,8,1420,980,1968,0,98033,47.6533,-122.192,2615,12043 +6064800410,20140730T000000,300000.0,3,2.25,1960,1585,2.0,0,0,3,7,1750,210,2003,0,98118,47.5414,-122.288,1760,1958 +8964800975,20140731T000000,1650000.0,4,2.75,3190,14904,1.0,0,3,4,9,1940,1250,1949,1992,98004,47.6178,-122.214,2600,11195 +4473400155,20150417T000000,1137500.0,4,3.5,3160,4200,2.0,0,4,3,8,2180,980,1999,0,98144,47.5963,-122.292,2180,5200 +7657000210,20140818T000000,280000.0,3,1.75,1550,7410,1.5,0,0,5,7,1550,0,1944,0,98178,47.4951,-122.237,1250,7467 +8732040180,20141219T000000,245000.0,4,1.75,1930,7650,1.0,0,0,4,8,1280,650,1981,0,98023,47.3078,-122.386,1860,8800 +9547202950,20141030T000000,564000.0,4,1.0,1170,4590,1.5,0,0,4,7,1170,0,1925,0,98115,47.6804,-122.311,1430,4080 +1370802770,20140919T000000,849000.0,3,1.75,2520,4534,1.0,0,0,5,9,1460,1060,1954,0,98199,47.6381,-122.401,1870,5023 +3885803465,20150409T000000,698000.0,3,1.75,1220,7447,1.0,0,0,4,7,1220,0,1964,0,98033,47.6886,-122.211,1340,7200 +2896610210,20140925T000000,319000.0,3,1.0,960,8556,1.0,0,0,3,7,960,0,1971,0,98034,47.7245,-122.22,1320,7528 +3760500455,20150224T000000,1450000.0,3,3.5,4110,15720,1.0,0,1,3,10,2230,1880,2000,0,98034,47.6996,-122.229,2500,15400 +3324069541,20140710T000000,695000.0,4,3.5,3310,21050,2.0,0,0,5,9,2400,910,1992,0,98027,47.5197,-122.041,2260,23400 +3600072,20150330T000000,680000.0,4,2.75,2220,5310,1.0,0,0,5,7,1170,1050,1951,0,98144,47.5801,-122.294,1540,4200 +2722049218,20141027T000000,287500.0,4,2.25,2250,12000,2.0,0,0,3,8,2250,0,1985,0,98032,47.3715,-122.274,2140,11871 +1225039052,20141112T000000,465000.0,3,3.25,1510,1850,2.0,0,2,3,8,1230,280,2001,0,98107,47.6683,-122.362,1540,1840 +8807810090,20140925T000000,335000.0,3,1.0,1350,14212,1.0,0,0,4,6,1350,0,1981,0,98053,47.6606,-122.06,1520,14404 +9508850120,20140627T000000,602000.0,4,1.75,2420,37800,1.0,0,0,4,8,1880,540,1981,0,98053,47.6688,-122.024,2780,35532 +5126300650,20150225T000000,482000.0,3,2.5,2950,6545,2.0,0,0,3,8,2950,0,2003,0,98059,47.4828,-122.139,2400,6550 +6303400965,20140909T000000,220000.0,5,1.0,1260,8382,1.5,0,0,3,7,1260,0,1918,0,98146,47.5058,-122.355,910,8382 +7116500925,20140520T000000,206000.0,4,2.0,1700,6025,1.0,0,0,3,6,1700,0,1978,0,98002,47.3029,-122.221,1320,5956 +9241900115,20150324T000000,1100000.0,4,3.0,3320,5760,2.0,0,0,3,9,2120,1200,1954,2007,98199,47.6474,-122.389,2400,6144 +7202330410,20150320T000000,491150.0,3,2.5,1470,3971,2.0,0,0,3,7,1470,0,2003,0,98053,47.6816,-122.035,1650,3148 +5151600300,20140812T000000,390000.0,4,2.75,2500,12848,1.0,0,1,3,8,2120,380,1975,0,98003,47.3364,-122.321,2370,12497 +1332200100,20150507T000000,393000.0,4,2.5,2641,8091,2.0,0,0,3,7,2641,0,1998,0,98031,47.4043,-122.213,2641,8535 +1939130730,20140717T000000,635000.0,4,2.0,2260,8457,2.0,0,0,3,9,2260,0,1992,0,98074,47.6251,-122.03,2410,7713 +472000015,20140516T000000,490000.0,2,1.0,1160,5000,1.0,0,0,4,8,1160,0,1937,0,98117,47.6865,-122.399,1750,5000 +3667500015,20140925T000000,770000.0,4,3.5,3680,2242,2.5,0,0,3,9,2670,1010,1930,2007,98112,47.6192,-122.307,1350,1288 +6430000945,20141204T000000,665000.0,2,2.0,1615,4590,1.5,0,0,5,8,1615,0,1906,0,98103,47.6886,-122.348,1470,4590 +322059161,20141001T000000,287000.0,3,1.0,1250,26862,1.0,0,0,3,7,1250,0,1965,0,98058,47.426,-122.154,1530,24463 +7905200205,20141021T000000,410000.0,3,1.0,1230,7020,1.0,0,0,3,7,1090,140,1924,0,98116,47.5719,-122.39,1390,5850 +1772600665,20150225T000000,562000.0,3,2.0,2510,5200,1.0,0,0,5,8,1470,1040,1925,0,98106,47.5631,-122.366,990,5400 +203101530,20140530T000000,475000.0,2,2.0,1540,54450,2.0,0,0,3,7,1540,0,1983,0,98053,47.638,-121.953,2280,29918 +820000018,20141014T000000,387500.0,3,3.25,1860,2218,3.0,0,0,3,8,1860,0,2001,0,98125,47.7185,-122.313,1860,2218 +1560800110,20140617T000000,580000.0,5,2.0,2700,10875,1.0,0,0,4,7,1540,1160,1962,0,98007,47.6163,-122.138,2040,7464 +2869200110,20140621T000000,930000.0,3,2.5,3290,6830,2.0,0,0,3,10,3290,0,2000,0,98052,47.6702,-122.142,3200,6227 +6151800300,20150213T000000,625000.0,3,1.75,2700,18893,1.0,0,0,4,7,2110,590,1948,1983,98010,47.3397,-122.048,2260,17494 +4475000180,20141203T000000,325000.0,3,2.0,1570,5600,1.0,0,0,3,8,1570,0,1999,0,98058,47.4286,-122.185,2010,5600 +3223059206,20140627T000000,235000.0,3,1.75,1950,8712,1.0,0,0,3,7,1950,0,1960,0,98055,47.4391,-122.189,1820,11520 +5102400025,20140625T000000,450000.0,2,1.0,1380,4390,1.0,0,0,4,8,880,500,1931,0,98115,47.6947,-122.323,1390,5234 +194000145,20150312T000000,745000.0,4,2.75,2410,5650,1.5,0,0,5,8,2070,340,1909,0,98116,47.5651,-122.391,1960,5650 +5560000540,20140723T000000,223000.0,4,2.0,1200,8470,1.0,0,0,4,7,1200,0,1961,0,98023,47.3262,-122.338,1110,8400 +3326049077,20140728T000000,630000.0,4,1.75,1770,12278,1.0,0,0,3,7,1350,420,1937,0,98115,47.7004,-122.295,1670,9336 +3126049517,20140508T000000,413450.0,3,2.5,1540,1614,3.0,0,0,3,8,1470,70,2008,0,98103,47.6961,-122.341,1540,1418 +2568200740,20140811T000000,720000.0,5,2.75,2860,5379,2.0,0,0,3,9,2860,0,2005,0,98052,47.7082,-122.104,2980,6018 +2622059138,20150416T000000,339000.0,3,1.5,1740,21980,1.0,0,0,4,7,1740,0,1973,0,98042,47.3644,-122.132,1400,16100 +6738700205,20150505T000000,1115500.0,4,3.5,2830,4000,1.5,0,0,3,7,1840,990,1919,2014,98144,47.5842,-122.292,2340,4000 +1778350150,20140811T000000,839000.0,5,4.0,4280,11307,2.0,0,0,3,10,2710,1570,1996,0,98027,47.5503,-122.081,3080,11307 +6613000930,20140902T000000,2950000.0,4,3.25,3890,25470,2.0,1,3,5,10,3030,860,1923,0,98105,47.6608,-122.269,4140,19281 +324069058,20140530T000000,568000.0,4,2.0,2340,50233,1.0,0,0,4,7,1170,1170,1966,0,98075,47.5905,-122.022,2470,62290 +4345300180,20150406T000000,269000.0,3,2.0,1410,10577,1.0,0,0,3,7,1410,0,1994,0,98030,47.3642,-122.187,1660,6757 +7525100590,20150406T000000,382000.0,2,2.0,1350,2560,1.0,0,0,4,8,1350,0,1974,0,98052,47.6338,-122.106,1800,2560 +955000453,20150413T000000,574000.0,2,2.25,1100,1114,2.0,0,0,3,8,900,200,2009,0,98122,47.6199,-122.304,1230,1800 +7852150720,20140922T000000,405000.0,3,2.5,2070,4697,2.0,0,0,3,7,2070,0,2002,0,98065,47.5307,-121.875,2230,4437 +9545220100,20140728T000000,572000.0,3,2.5,2360,9938,1.0,0,0,3,8,1690,670,1987,0,98027,47.5374,-122.053,2280,9626 +7504000230,20141205T000000,675000.0,4,2.25,2760,12100,2.0,0,0,4,9,2760,0,1976,0,98074,47.6285,-122.058,2850,12410 +7657000540,20140902T000000,165000.0,4,1.0,1220,7980,1.5,0,0,3,6,1220,0,1944,0,98178,47.4924,-122.237,1210,7920 +7657000540,20150304T000000,260000.0,4,1.0,1220,7980,1.5,0,0,3,6,1220,0,1944,0,98178,47.4924,-122.237,1210,7920 +7893203770,20150304T000000,196000.0,3,1.0,1220,6719,1.0,0,0,3,6,1220,0,1953,0,98198,47.4187,-122.329,1580,7200 +8035350120,20150224T000000,515000.0,3,2.5,3020,12184,2.0,0,0,3,8,3020,0,2003,0,98019,47.744,-121.976,2980,10029 +8820902350,20141203T000000,810000.0,4,3.5,3470,7396,2.0,0,3,3,8,2520,950,1979,0,98125,47.7146,-122.279,2360,10541 +5089700300,20150311T000000,365650.0,4,2.25,2380,7700,2.0,0,0,4,8,2380,0,1977,0,98055,47.4391,-122.194,2100,7700 +7234601541,20140728T000000,651000.0,3,3.0,2260,1834,2.0,0,0,3,8,1660,600,2002,0,98122,47.6111,-122.308,2260,1834 +7972603931,20141009T000000,240000.0,2,1.0,720,6345,1.0,0,0,3,6,720,0,1943,0,98106,47.5201,-122.35,720,6345 +318390180,20141029T000000,299000.0,3,2.0,1730,6007,1.0,0,0,3,8,1730,0,2004,0,98030,47.3573,-122.2,2000,6245 +2597520900,20140804T000000,768000.0,3,2.5,2660,10928,2.0,0,0,3,9,1830,830,1988,0,98006,47.5442,-122.141,2800,10025 +5652600556,20141028T000000,397380.0,2,1.0,1030,5072,1.0,0,0,3,6,1030,0,1924,1958,98115,47.6962,-122.294,1220,6781 +8935100100,20140701T000000,476000.0,4,3.0,2890,6885,1.0,0,0,3,7,1590,1300,1945,2015,98115,47.6763,-122.282,2180,6885 +4154301371,20150106T000000,315000.0,3,1.0,890,5200,1.0,0,0,3,7,890,0,1957,0,98118,47.559,-122.277,1420,6000 +1105000787,20140926T000000,240000.0,3,2.25,1410,7290,1.0,0,0,3,7,940,470,1980,0,98118,47.5396,-122.274,1550,7375 +2492201005,20140708T000000,325000.0,2,1.0,810,4080,1.0,0,0,4,6,810,0,1941,0,98126,47.5337,-122.379,1400,4080 +9265410090,20141008T000000,160000.0,3,1.75,1370,8006,2.0,0,0,3,7,1370,0,1990,0,98001,47.258,-122.252,1530,8006 +2619950740,20150109T000000,435000.0,3,2.5,2260,5100,2.0,0,0,3,8,2260,0,2007,0,98019,47.7341,-121.968,2260,5100 +9412200330,20150410T000000,427500.0,3,1.75,1430,16200,1.0,0,0,4,7,1430,0,1967,0,98027,47.5223,-122.043,1690,13125 +1079450410,20150417T000000,450000.0,5,2.5,2510,10240,1.0,0,0,4,8,1410,1100,1984,0,98059,47.4732,-122.141,2170,10500 +9238900850,20140919T000000,688000.0,3,1.5,1760,4880,1.5,0,3,3,8,1290,470,1928,0,98136,47.5334,-122.388,1840,4998 +2112701165,20150408T000000,285000.0,4,1.0,1430,3600,1.0,0,0,3,6,980,450,1947,0,98106,47.5343,-122.355,1170,4000 +2767604067,20140820T000000,530000.0,3,3.25,1510,1125,3.0,0,0,3,8,1510,0,2006,0,98107,47.6711,-122.39,1390,1174 +522049122,20150402T000000,195000.0,4,1.75,1320,7694,1.0,0,0,3,7,1320,0,1928,1972,98148,47.4297,-122.325,1620,8468 +8857600360,20140828T000000,250200.0,3,1.5,1180,7384,1.0,0,0,5,7,1180,0,1959,0,98032,47.3838,-122.287,1150,7455 +4389200761,20150128T000000,1100000.0,3,2.25,1560,8570,1.0,0,0,5,7,1080,480,1977,0,98004,47.6155,-122.21,2660,9621 +6421000330,20141112T000000,732500.0,3,2.5,2470,10321,2.0,0,0,3,9,2470,0,1988,0,98052,47.6694,-122.141,2450,8440 +2154900040,20141030T000000,194250.0,3,2.25,2190,8834,1.0,0,0,3,7,1390,800,1987,0,98001,47.2633,-122.244,1490,8766 +259801030,20150309T000000,526000.0,4,2.0,1610,8000,1.0,0,0,3,7,1190,420,1966,0,98008,47.6301,-122.118,1560,7896 +326049038,20150504T000000,520000.0,4,2.75,2700,9882,2.0,0,0,3,7,2700,0,1958,1989,98155,47.7671,-122.291,2250,10797 +6384500590,20141113T000000,526000.0,3,1.75,1530,6125,1.0,0,0,3,7,1120,410,1958,0,98116,47.5687,-122.397,1360,6125 +3023069166,20140708T000000,1135250.0,5,4.0,7320,217800,2.0,0,0,3,11,7320,0,1992,0,98058,47.4473,-122.086,3270,34500 +3826000735,20140626T000000,202000.0,2,1.0,920,7569,1.0,0,0,4,6,920,0,1950,0,98168,47.4951,-122.302,1280,7627 +7852110740,20141112T000000,645500.0,4,2.5,2990,8622,2.0,0,0,3,9,2990,0,2000,0,98065,47.5394,-121.875,2980,8622 +3222049087,20150422T000000,570000.0,1,1.0,720,7540,1.0,1,4,4,6,720,0,1905,0,98198,47.3509,-122.323,1120,9736 +726049131,20150320T000000,325000.0,3,2.0,1750,9000,1.5,0,0,4,5,1750,0,1936,0,98133,47.7489,-122.35,1830,8100 +9424400110,20141216T000000,725000.0,2,1.0,2410,5930,2.0,0,0,3,9,1930,480,2007,0,98116,47.5657,-122.395,1540,5892 +193300120,20141126T000000,192000.0,3,1.75,1240,10361,1.0,0,0,3,6,1240,0,1987,0,98042,47.37,-122.151,1240,8834 +1245001751,20140709T000000,560000.0,2,1.0,1010,9219,1.0,0,0,4,7,1010,0,1960,0,98033,47.6886,-122.202,1610,9219 +1386800054,20141201T000000,283450.0,5,2.75,2770,6116,1.0,0,0,3,7,1490,1280,1979,0,98168,47.4847,-122.291,1920,6486 +6814600150,20140905T000000,863000.0,4,1.75,2800,5400,1.0,0,0,3,9,1400,1400,1924,2006,98115,47.6803,-122.313,1490,5400 +9828200790,20141028T000000,815000.0,4,2.0,1400,4800,2.0,0,0,3,7,1400,0,1986,0,98122,47.6168,-122.298,1620,2595 +9476200650,20150416T000000,245000.0,2,1.0,1020,7679,1.0,0,0,5,6,1020,0,1942,0,98056,47.4915,-122.188,1280,6497 +9533600100,20141208T000000,1315000.0,4,3.0,2860,10292,1.0,0,0,4,8,2860,0,1953,1999,98004,47.6286,-122.206,1840,10273 +4139430410,20141107T000000,1156000.0,4,3.5,4270,12305,2.0,0,2,3,10,4270,0,1994,0,98006,47.5489,-122.118,4190,13137 +7852030330,20140903T000000,480000.0,3,2.5,2270,4488,2.0,0,0,3,7,2270,0,1999,0,98065,47.5329,-121.879,2360,4427 +7202270930,20140606T000000,600000.0,4,2.5,2560,5593,2.0,0,0,3,7,2560,0,2001,0,98053,47.6886,-122.037,2800,5890 +223039254,20140624T000000,329950.0,2,1.0,900,5220,1.0,0,0,4,6,900,0,1956,0,98146,47.5105,-122.387,1480,6660 +7843500090,20140822T000000,299500.0,4,2.5,2010,12085,2.0,0,0,3,8,2010,0,1986,0,98042,47.3406,-122.057,1910,12133 +2491200330,20140918T000000,460000.0,3,2.5,1690,5131,1.0,0,0,3,7,1690,0,1941,1998,98126,47.5234,-122.38,860,5137 +8113101582,20150415T000000,515000.0,5,3.5,2310,5249,2.0,0,0,3,8,1560,750,2000,0,98118,47.5463,-122.272,1900,7296 +993002225,20140623T000000,405000.0,3,2.25,1520,1245,3.0,0,0,3,8,1520,0,2004,0,98103,47.6907,-122.34,1520,1470 +9530100921,20141027T000000,483000.0,4,1.5,1220,3780,1.5,0,0,3,7,1220,0,1927,0,98107,47.6667,-122.36,1400,3185 +3235390100,20150203T000000,377000.0,4,2.5,2170,11511,2.0,0,0,3,8,2170,0,1992,0,98031,47.3886,-122.188,1900,8961 +5122400025,20140708T000000,568000.0,4,1.75,2790,17476,1.0,0,2,3,7,1450,1340,1956,0,98166,47.4556,-122.369,2790,16401 +9297300750,20141105T000000,355000.0,2,1.75,1760,4600,1.0,0,0,4,7,850,910,1926,0,98126,47.5654,-122.372,1150,4800 +3856900590,20140806T000000,640000.0,4,1.75,2100,3000,1.5,0,0,4,7,1500,600,1911,0,98103,47.6721,-122.329,1690,4000 +4024700100,20150121T000000,270000.0,4,1.0,1430,5909,1.0,0,0,3,6,1070,360,1947,0,98155,47.7623,-122.313,1460,8433 +114100131,20150114T000000,559950.0,5,3.5,2450,8193,2.0,0,0,3,9,2450,0,2005,0,98028,47.7721,-122.241,2310,8193 +2296700330,20141014T000000,515000.0,4,3.0,1820,8261,1.0,0,0,3,7,1420,400,1969,0,98034,47.7197,-122.219,1920,7961 +1995200215,20140826T000000,352000.0,4,1.75,1850,5712,1.0,0,0,3,7,1850,0,1954,0,98115,47.6966,-122.324,1510,6038 +2287600035,20140625T000000,595888.0,3,1.75,1870,9000,1.0,0,0,5,9,1870,0,1958,0,98177,47.7203,-122.361,2030,8160 +2923501130,20140722T000000,588000.0,4,2.25,2580,7344,2.0,0,0,3,8,2580,0,1977,0,98027,47.5647,-122.09,2390,7507 +2485000076,20150122T000000,1050000.0,4,3.25,3680,8580,1.0,0,3,5,10,1840,1840,1959,0,98136,47.5266,-122.387,2700,9100 +9264921020,20140908T000000,260000.0,3,1.5,1750,7000,2.0,0,0,3,8,1750,0,1983,0,98023,47.3108,-122.346,1840,9305 +5318100965,20150217T000000,1600000.0,4,3.5,3890,3600,2.0,0,0,3,9,2860,1030,2005,0,98112,47.6342,-122.282,2460,6050 +3501600215,20150414T000000,380000.0,2,1.0,1000,4800,1.0,0,0,3,6,1000,0,1952,0,98117,47.6926,-122.362,1000,4800 +8682230610,20140602T000000,802000.0,2,2.5,2210,6327,1.0,0,0,3,8,2210,0,2003,0,98053,47.7114,-122.03,2170,6327 +1337800665,20140811T000000,1325000.0,4,3.25,2850,4800,2.5,0,0,5,10,2700,150,1905,0,98112,47.6292,-122.312,2850,4800 +7960100220,20150416T000000,710000.0,4,2.75,2460,3600,2.0,0,0,3,8,1640,820,1907,2007,98122,47.6093,-122.297,1890,3600 +1549500272,20140609T000000,600000.0,3,2.5,2630,77972,2.0,0,0,3,9,2630,0,2004,0,98019,47.745,-121.916,2250,75794 +9547202380,20140902T000000,707900.0,3,1.0,1750,5355,2.0,0,0,4,7,1750,0,1929,0,98115,47.6792,-122.31,2240,4590 +3518000180,20141120T000000,179950.0,2,1.0,1100,7323,1.0,0,0,3,7,780,320,1982,0,98023,47.2874,-122.37,1410,7227 +6792100090,20140914T000000,683000.0,4,2.5,2620,10489,2.0,0,0,3,9,2620,0,1990,0,98052,47.6732,-122.143,2430,7701 +5702330120,20140603T000000,222400.0,3,2.0,1200,9566,1.0,0,0,3,7,1200,0,1995,0,98001,47.2649,-122.252,1590,9518 +1189000910,20140708T000000,517000.0,2,1.5,1920,3408,1.0,0,0,4,7,960,960,1912,0,98122,47.6118,-122.299,1130,3408 +6204200590,20141029T000000,410000.0,3,2.75,1690,5763,1.0,0,0,5,7,1180,510,1985,0,98011,47.7336,-122.202,1560,7518 +4443801340,20141006T000000,480000.0,3,1.75,1680,2552,1.0,0,0,4,7,840,840,1952,0,98117,47.6848,-122.391,1220,3880 +2473370750,20150224T000000,430000.0,3,1.75,3440,10428,1.5,0,0,5,8,3440,0,1974,0,98058,47.449,-122.128,2160,8400 +2644900109,20150427T000000,439950.0,5,1.75,2190,7500,1.0,0,0,3,7,1290,900,1979,0,98133,47.7766,-122.355,1790,8820 +293620220,20150421T000000,797500.0,4,2.5,3270,8223,2.0,0,0,3,10,3270,0,1998,0,98075,47.6018,-122.073,3460,8872 +2624049115,20140710T000000,379000.0,4,1.5,1280,5460,1.5,0,0,5,7,1080,200,1920,0,98118,47.5348,-122.268,1470,5934 +7942600910,20141216T000000,575000.0,1,1.0,1310,8667,1.5,0,0,1,6,1310,0,1918,0,98122,47.6059,-122.313,1130,4800 +643000110,20150325T000000,247500.0,3,1.0,1660,11060,1.0,0,0,4,7,1110,550,1962,0,98003,47.3311,-122.326,1890,11060 +9485951460,20140623T000000,385000.0,4,2.75,2700,37011,2.0,0,0,3,9,2700,0,1984,0,98042,47.3496,-122.088,2700,37457 +6378500230,20140520T000000,423000.0,4,1.75,1940,6909,1.0,0,0,4,7,970,970,1941,0,98133,47.7108,-122.352,1460,6906 +430000175,20141215T000000,550000.0,3,1.75,1520,5618,1.0,0,0,3,7,1170,350,1953,0,98115,47.68,-122.284,1550,5618 +1493300115,20140910T000000,415000.0,4,1.0,1620,4329,1.5,0,0,3,7,1620,0,1927,0,98116,47.5728,-122.388,1220,5520 +2024059059,20141010T000000,693000.0,3,2.25,2090,45535,1.0,0,2,5,8,1280,810,1952,0,98006,47.5538,-122.191,3090,12889 +2922701085,20150327T000000,543000.0,2,1.0,1070,4700,1.0,0,0,5,7,1070,0,1910,0,98117,47.6887,-122.368,1370,4700 +4058801780,20150327T000000,465000.0,5,1.75,2000,10246,1.0,0,2,3,7,1200,800,1953,0,98178,47.5084,-122.246,2340,9030 +2114700384,20150427T000000,280000.0,3,2.5,1020,2217,2.0,0,0,3,7,720,300,2004,0,98106,47.5343,-122.348,1060,1524 +9829201020,20141118T000000,1388000.0,3,1.25,2400,6653,3.0,0,2,3,11,2400,0,1992,0,98122,47.6019,-122.29,1910,6653 +6918720100,20150130T000000,665000.0,6,3.0,2480,9720,2.0,0,0,3,8,2480,0,1972,0,98007,47.6127,-122.145,2480,9200 +1450100330,20150312T000000,237950.0,3,1.75,1310,7314,1.0,0,0,5,6,1310,0,1960,0,98002,47.2888,-122.221,1010,7314 +518000040,20150102T000000,440000.0,4,2.75,2420,10200,1.0,0,0,3,8,1220,1200,1962,0,98034,47.72,-122.236,2240,9750 +4242900245,20150112T000000,618000.0,2,1.0,1890,4700,1.0,0,0,4,7,1030,860,1928,0,98107,47.6747,-122.391,2150,4700 +1231001130,20141113T000000,572000.0,3,2.25,1860,4000,1.5,0,0,5,7,1020,840,1920,0,98118,47.5539,-122.267,1180,4000 +7445000115,20140527T000000,725000.0,3,1.5,2500,4774,1.5,0,2,3,7,1450,1050,1940,0,98107,47.6567,-122.358,1300,4000 +7802900504,20140625T000000,454000.0,3,1.0,1970,22144,1.0,0,0,4,7,1970,0,1970,0,98065,47.5234,-121.841,1970,13500 +4317700085,20150122T000000,535000.0,4,1.0,1660,10656,1.5,0,0,4,7,1180,480,1920,0,98136,47.5391,-122.385,1120,8816 +8732040580,20141218T000000,249000.0,3,2.5,1850,7200,1.0,0,0,3,7,1500,350,1979,0,98023,47.3063,-122.384,2140,7500 +3223039149,20140709T000000,395000.0,4,2.75,1970,37026,1.0,0,0,4,8,1970,0,1961,0,98070,47.4375,-122.446,1970,51836 +4073200757,20141231T000000,690000.0,3,2.0,1890,6620,1.0,0,3,4,8,1890,0,1954,0,98125,47.7016,-122.274,2590,7188 +3226049054,20141003T000000,526500.0,3,1.5,1310,7236,1.0,0,0,4,7,1170,140,1928,0,98103,47.6944,-122.333,1680,8431 +5490700035,20140807T000000,325000.0,4,1.5,1870,7220,2.0,0,0,3,7,1870,0,1956,0,98155,47.77,-122.319,1550,7592 +9834200975,20150210T000000,495000.0,3,3.0,1520,4080,2.0,0,0,5,7,1520,0,1948,0,98144,47.572,-122.29,1320,4080 +3305100210,20141021T000000,825000.0,5,3.0,3070,8474,2.0,0,0,3,9,3070,0,2011,0,98033,47.6852,-122.184,3070,8527 +3123039042,20141223T000000,383000.0,3,1.5,1400,14850,1.5,0,0,4,7,1400,0,1910,0,98070,47.4471,-122.464,1350,14850 +1105000360,20150428T000000,320000.0,3,1.75,1960,11931,1.0,0,0,3,7,980,980,1954,0,98118,47.5432,-122.272,1460,4498 +1724079048,20141208T000000,475000.0,3,2.5,2680,87117,1.0,0,0,3,7,1340,1340,1989,0,98024,47.5646,-121.935,2580,87117 +7437100770,20140521T000000,275000.0,3,2.5,2030,6326,2.0,0,0,3,7,2030,0,1993,0,98038,47.3491,-122.029,1810,6825 +8925100115,20141015T000000,1150000.0,2,2.25,2320,9300,1.5,0,4,5,9,1920,400,1937,0,98115,47.681,-122.273,2790,9300 +4019300051,20141125T000000,455000.0,3,1.75,1760,11371,1.0,0,0,5,8,1760,0,1959,0,98155,47.7616,-122.273,2220,19884 +5300200085,20140702T000000,262000.0,5,1.0,1870,7800,1.0,0,0,3,7,1580,290,1962,0,98168,47.5127,-122.321,1740,7808 +9417400110,20140915T000000,390000.0,4,1.0,1280,4840,1.0,0,0,3,7,940,340,1950,0,98136,47.5477,-122.395,1360,4840 +9264920870,20141023T000000,300000.0,3,2.25,1730,10030,1.0,0,0,4,8,1730,0,1985,0,98023,47.3108,-122.345,2090,8823 +9169600209,20140820T000000,746300.0,3,1.75,2060,5721,1.0,0,2,3,9,1140,920,1964,0,98136,47.5268,-122.388,2060,8124 +6123000090,20140908T000000,267000.0,3,1.5,1030,8223,1.0,0,0,4,7,1030,0,1952,0,98148,47.4282,-122.331,1460,9463 +2592401080,20150402T000000,525000.0,3,2.5,1720,7950,1.5,0,0,4,7,1720,0,1972,0,98034,47.7178,-122.168,1790,7030 +2423020090,20150424T000000,570000.0,3,1.75,1210,7350,1.0,0,0,3,7,1210,0,1977,0,98033,47.7,-122.172,1610,7313 +2968801130,20141027T000000,360000.0,4,2.25,2620,8100,1.0,0,0,4,7,1550,1070,1964,0,98166,47.4564,-122.351,1650,8100 +3325069064,20150326T000000,1052000.0,3,1.0,1860,44431,1.0,0,0,4,6,1860,0,1947,0,98074,47.6057,-122.038,2000,44431 +3629910210,20141103T000000,699950.0,3,2.5,2510,4106,2.0,0,0,3,9,2510,0,2003,0,98029,47.5494,-121.994,2470,4106 +622079089,20140616T000000,375000.0,4,2.5,2040,109336,1.5,0,0,4,8,2040,0,1973,0,98038,47.4193,-121.958,2370,133729 +1919800090,20141215T000000,625000.0,4,1.75,2410,6770,1.0,0,0,4,7,1220,1190,1924,0,98103,47.6946,-122.336,1440,6770 +9274200850,20141016T000000,464050.0,2,1.0,780,2750,1.0,0,0,4,7,780,0,1928,0,98116,47.5842,-122.388,1320,4440 +1737320120,20140502T000000,470000.0,5,2.5,2210,9655,1.0,0,0,3,8,1460,750,1976,0,98011,47.7698,-122.222,2080,8633 +2473100450,20140909T000000,330000.0,4,2.0,1590,9100,1.0,0,0,3,7,1040,550,1967,2014,98058,47.4465,-122.156,1670,9100 +7923200150,20140915T000000,537000.0,4,1.75,2230,7957,1.0,0,0,4,7,2230,0,1967,0,98008,47.5859,-122.122,2230,8040 +7524600120,20150305T000000,250000.0,3,2.0,1560,32137,1.0,0,0,5,7,910,650,1976,0,98092,47.3197,-122.117,1470,29150 +424069206,20150112T000000,835000.0,4,2.5,2950,48351,2.0,0,0,3,10,2950,0,1986,0,98075,47.5938,-122.048,2870,34417 +9523103590,20150316T000000,770000.0,4,1.0,1480,3750,1.5,0,0,4,7,1480,0,1912,0,98103,47.6737,-122.354,1570,3750 +161000120,20141118T000000,650000.0,4,2.0,2850,4497,1.5,0,1,3,7,1730,1120,1910,0,98144,47.5876,-122.292,2450,6000 +1623049241,20141107T000000,335000.0,3,1.75,2390,30409,1.0,0,0,3,7,1560,830,1953,0,98168,47.4789,-122.296,1750,13500 +7229700165,20141202T000000,350000.0,3,1.75,1740,29597,1.0,0,0,4,7,1740,0,1965,0,98059,47.481,-122.115,1560,20741 +3031200205,20140724T000000,415000.0,5,2.75,2060,8906,1.0,0,0,4,7,1220,840,1978,0,98118,47.5358,-122.289,1840,8906 +2600100110,20141119T000000,788000.0,4,2.5,2680,8778,2.0,0,0,4,8,2680,0,1977,0,98006,47.5516,-122.161,2680,10020 +5652601140,20141014T000000,640000.0,4,2.75,3150,7379,1.5,0,0,4,7,2430,720,1915,0,98115,47.6968,-122.3,1990,7379 +2473530100,20140523T000000,388000.0,4,2.5,2440,7155,2.0,0,0,3,8,2440,0,1993,0,98058,47.4501,-122.126,2450,8109 +3558900590,20141125T000000,360000.0,6,1.75,2230,10080,1.0,0,0,3,7,1390,840,1969,0,98034,47.7089,-122.201,2110,8475 +3558900590,20150324T000000,692500.0,6,1.75,2230,10080,1.0,0,0,3,7,1390,840,1969,0,98034,47.7089,-122.201,2110,8475 +8121100395,20140624T000000,425000.0,4,1.5,1600,6180,1.5,0,0,3,6,1600,0,1946,0,98118,47.5681,-122.285,1410,6180 +8121100395,20150311T000000,645000.0,4,1.5,1600,6180,1.5,0,0,3,6,1600,0,1946,0,98118,47.5681,-122.285,1410,6180 +7100000110,20150114T000000,340000.0,3,1.0,1580,8308,1.5,0,0,3,7,1580,0,1948,0,98146,47.5075,-122.379,1200,8308 +925069042,20150105T000000,713000.0,4,3.25,2840,54400,1.0,0,0,4,8,2840,0,1984,0,98053,47.6707,-122.045,2550,43560 +7568700740,20140521T000000,430000.0,3,2.75,2550,11160,2.0,0,0,3,8,2550,0,1994,0,98155,47.7351,-122.323,1020,7440 +7205510230,20150306T000000,280000.0,3,2.25,1700,7210,1.0,0,0,4,7,1250,450,1974,0,98003,47.3546,-122.318,2070,7300 +9268700040,20150226T000000,215000.0,3,2.0,1470,2052,1.5,0,0,3,7,1470,0,1986,0,98003,47.3084,-122.331,1390,2052 +2473480210,20140528T000000,306000.0,3,2.5,1680,11193,2.0,0,0,3,8,1680,0,1984,0,98058,47.4482,-122.125,2080,8084 +4024100120,20140625T000000,299900.0,3,1.0,1110,8593,1.0,0,0,3,7,1110,0,1979,0,98155,47.7595,-122.309,1780,8593 +4038200120,20140825T000000,534000.0,5,1.75,2120,8625,1.0,0,0,3,7,1200,920,1959,0,98008,47.6118,-122.131,1930,8625 +4218400395,20140728T000000,1160000.0,3,2.75,2380,5572,2.0,0,4,3,9,1930,450,1939,0,98105,47.6626,-122.271,3370,5500 +669000210,20140716T000000,1165000.0,3,2.5,2670,5000,2.0,0,3,5,9,2000,670,1942,1995,98144,47.5855,-122.292,2320,5000 +6018500015,20140711T000000,199990.0,2,1.0,890,6430,1.0,0,0,3,6,890,0,1935,1997,98022,47.2003,-121.996,1460,6430 +2600140120,20140812T000000,946000.0,4,3.0,3140,9058,1.0,0,0,3,9,2140,1000,1989,0,98006,47.5462,-122.154,2760,10018 +6381500090,20150220T000000,295000.0,4,1.0,1260,7800,1.5,0,0,3,7,1260,0,1947,2007,98125,47.7334,-122.307,1639,7492 +4109600306,20150218T000000,475000.0,2,1.0,920,5157,1.0,0,0,3,6,920,0,1909,0,98118,47.5499,-122.269,1700,5150 +2624079010,20150429T000000,750000.0,5,3.5,2990,212137,2.0,0,0,3,8,2450,540,1994,0,98024,47.5298,-121.887,1060,69260 +7204200025,20141028T000000,1225000.0,4,2.5,3120,49456,2.0,1,4,4,9,2590,530,1974,1989,98198,47.3535,-122.323,2030,32181 +8856003525,20150323T000000,183500.0,3,1.0,1010,7520,1.0,0,0,4,6,1010,0,1975,0,98001,47.2699,-122.255,1370,8469 +1695900025,20150327T000000,450000.0,2,1.0,1010,3627,1.0,0,2,4,6,1010,0,1924,0,98144,47.5873,-122.294,1630,4040 +3331001285,20150108T000000,180000.0,3,1.0,1020,5500,1.5,0,0,3,7,1020,0,1961,0,98118,47.5502,-122.286,1160,5500 +239000155,20150105T000000,707000.0,5,4.5,3540,21217,2.0,0,0,4,8,2940,600,1926,0,98188,47.4274,-122.28,1290,12040 +1721801280,20150304T000000,230000.0,2,0.75,900,3527,1.0,0,0,3,6,900,0,1939,0,98146,47.5083,-122.336,1220,4080 +5557700210,20141209T000000,192500.0,3,1.0,1100,9750,1.0,0,0,4,7,1100,0,1966,0,98023,47.3248,-122.345,1190,9750 +5416500040,20141017T000000,309000.0,3,2.5,1990,3614,2.0,0,0,3,7,1990,0,2005,0,98038,47.36,-122.039,1980,3800 +3271300155,20141001T000000,759000.0,3,1.5,1980,5800,1.0,0,0,4,8,1520,460,1949,0,98199,47.6499,-122.413,2280,5800 +3303980210,20150427T000000,1115000.0,4,3.75,4040,14212,2.0,0,0,3,11,4040,0,2002,0,98059,47.5189,-122.147,3940,14212 +1944900090,20140519T000000,462000.0,5,1.75,1250,10530,1.0,0,0,4,7,1250,0,1966,0,98007,47.6101,-122.138,1560,8190 +7663700401,20141220T000000,229000.0,4,1.5,1820,22814,1.5,0,0,3,7,1820,0,1920,0,98125,47.7321,-122.296,1770,9150 +5694500386,20141020T000000,399950.0,2,2.25,1140,1184,2.0,0,0,3,8,1010,130,1999,0,98103,47.659,-122.346,1140,1339 +7227800180,20150403T000000,325000.0,5,2.0,1730,10532,1.0,0,0,4,5,1730,0,1943,0,98056,47.5076,-122.178,1940,8501 +2767604558,20140721T000000,512000.0,2,2.25,1170,1313,3.0,0,0,3,8,1170,0,2007,0,98107,47.6712,-122.378,1310,1304 +5422950040,20140725T000000,410000.0,5,2.75,2910,5802,2.0,0,0,3,7,2910,0,2006,0,98038,47.3591,-122.036,2910,5000 +2660500283,20140624T000000,210000.0,2,1.0,970,5500,1.0,0,0,3,7,970,0,1956,0,98118,47.556,-122.291,1180,6000 +3308010040,20140925T000000,325000.0,4,2.25,2130,8499,1.0,0,0,4,7,1600,530,1975,0,98030,47.3657,-122.21,1890,11368 +5423030040,20150406T000000,685000.0,3,2.5,2520,10175,1.0,0,0,3,8,1630,890,1979,0,98027,47.5652,-122.089,2220,8388 +8604900245,20140518T000000,488000.0,2,2.0,1360,4688,1.0,0,0,3,7,780,580,1944,0,98115,47.6874,-122.315,1340,4750 +7349650230,20150302T000000,247500.0,3,2.25,1620,6000,1.0,0,0,3,7,1280,340,1998,0,98002,47.2835,-122.2,1710,6318 +8902000175,20140620T000000,489000.0,4,2.0,2120,11479,1.0,0,0,4,7,1060,1060,1940,0,98125,47.7084,-122.303,1540,11000 +582000065,20141125T000000,725000.0,4,1.75,2700,6000,1.0,0,0,4,8,1450,1250,1953,0,98199,47.6539,-122.395,2080,6000 +2123049194,20150409T000000,199950.0,3,1.5,1370,10317,1.5,0,0,3,6,1370,0,1958,0,98168,47.4731,-122.298,1370,9884 +1830300090,20150401T000000,670000.0,5,3.0,2520,13001,2.0,0,1,3,8,2010,510,1973,0,98008,47.6385,-122.114,2170,8215 +7522600110,20141229T000000,275000.0,3,2.0,1540,10410,1.0,0,0,4,7,1540,0,1967,0,98198,47.3662,-122.315,1590,7725 +5457800740,20150407T000000,1000000.0,3,1.75,2610,6360,2.0,0,2,3,8,2130,480,1924,0,98109,47.6287,-122.351,3010,6000 +5115000100,20140523T000000,255000.0,3,2.0,1490,8371,1.5,0,0,3,7,1490,0,1984,0,98031,47.3962,-122.189,1350,7846 +4038400150,20141113T000000,465000.0,3,1.75,2760,9137,1.0,0,0,3,7,1380,1380,1960,0,98007,47.6079,-122.132,1980,9137 +1796500100,20150211T000000,259000.0,3,1.75,1260,3604,1.0,0,0,3,7,1260,0,2012,0,98042,47.3612,-122.103,1430,3767 +8956000100,20141121T000000,695000.0,3,3.5,2630,4713,2.0,0,2,3,9,2030,600,2008,0,98027,47.5473,-122.016,2450,4187 +3876313120,20150501T000000,505000.0,3,1.75,1800,7210,1.0,0,0,3,7,1370,430,1976,0,98072,47.7346,-122.17,1820,8100 +6819100040,20140624T000000,631500.0,2,1.0,1130,2640,1.0,0,0,4,8,1130,0,1927,0,98109,47.6438,-122.357,1680,3200 +5318101185,20141016T000000,630500.0,3,1.0,1180,3600,1.5,0,0,3,7,1180,0,1926,0,98112,47.6337,-122.28,1900,3600 +424069112,20140616T000000,999000.0,4,2.75,2800,19168,2.0,0,0,3,10,2800,0,1992,0,98075,47.5911,-122.037,2010,16020 +2533300025,20140710T000000,740000.0,3,1.5,1830,4000,1.0,0,0,4,7,1350,480,1910,0,98119,47.6453,-122.371,1570,3672 +5101404482,20140929T000000,650000.0,3,2.5,2220,6380,1.5,0,0,4,8,1660,560,1931,0,98115,47.6974,-122.313,950,6380 +8682231210,20140805T000000,554000.0,2,2.0,1870,5580,1.0,0,0,3,8,1870,0,2004,0,98053,47.7101,-122.031,1670,4500 +1525069021,20141201T000000,400000.0,3,2.5,2580,214315,1.5,0,0,3,8,2580,0,1946,1986,98053,47.6465,-122.024,2580,70131 +5076700115,20150223T000000,529941.0,3,2.0,1660,10000,1.0,0,0,4,7,1010,650,1961,0,98005,47.5852,-122.174,2020,9720 +3332000615,20141020T000000,310000.0,3,1.0,1330,3740,1.5,0,0,3,6,1330,0,1903,0,98118,47.5502,-122.274,1330,5053 +3332000615,20150422T000000,389000.0,3,1.0,1330,3740,1.5,0,0,3,6,1330,0,1903,0,98118,47.5502,-122.274,1330,5053 +5569620410,20140909T000000,731781.0,3,3.0,2630,4972,2.0,0,0,3,9,2630,0,2006,0,98052,47.693,-122.133,2880,4972 +3009800015,20150422T000000,502501.0,2,1.0,1100,4750,1.0,0,0,3,7,1100,0,1946,0,98116,47.5772,-122.381,1830,4750 +6189600040,20141117T000000,443000.0,3,1.75,1810,7950,1.0,0,0,4,7,1810,0,1968,0,98008,47.6236,-122.117,1680,7725 +9834200365,20140815T000000,607000.0,3,2.0,2060,4080,1.0,0,0,5,7,1060,1000,1921,0,98144,47.574,-122.289,1400,4080 +1959701800,20140702T000000,2147500.0,3,3.5,4660,5500,2.0,0,4,5,10,3040,1620,1909,0,98102,47.6465,-122.319,2980,5500 +8917100153,20140910T000000,585000.0,4,2.5,2370,15200,1.0,0,0,3,8,1660,710,1975,0,98052,47.6295,-122.089,2360,13879 +2344300180,20140619T000000,1027000.0,3,2.5,2430,10500,2.0,0,1,3,9,2430,0,1989,0,98004,47.5818,-122.198,3440,12842 +3216900100,20140612T000000,315000.0,3,2.5,1880,7000,2.0,0,0,3,8,1880,0,1993,0,98031,47.4206,-122.184,1880,7000 +425000065,20141021T000000,180000.0,2,1.0,1150,5695,1.0,0,0,4,6,1150,0,1958,0,98056,47.4989,-122.171,1150,5695 +2426069085,20140513T000000,322500.0,3,2.0,1350,14200,1.0,0,0,3,7,1350,0,1989,0,98019,47.7315,-121.972,2100,15101 +7199350600,20140602T000000,568500.0,3,2.75,2180,7519,1.0,0,0,4,7,1310,870,1981,0,98052,47.6959,-122.125,1510,7107 +6909700040,20140611T000000,813000.0,4,2.75,3370,6675,1.0,0,3,4,8,1920,1450,1948,0,98144,47.5887,-122.291,2250,5550 +4147200040,20150414T000000,1085000.0,5,2.25,3650,13068,1.0,0,0,4,10,1850,1800,1976,0,98040,47.5458,-122.231,2760,13927 +1062100100,20140626T000000,424000.0,4,2.0,2100,4857,2.0,0,0,3,8,2100,0,1965,1984,98155,47.7521,-122.279,1450,5965 +2124049254,20140717T000000,235000.0,2,1.0,670,5600,1.0,0,0,3,6,670,0,1903,0,98108,47.5498,-122.304,1960,7176 +6841700100,20140929T000000,740000.0,3,3.5,2420,4000,2.0,0,0,5,9,1820,600,1907,0,98122,47.6054,-122.295,2030,4550 +7544800195,20140813T000000,415000.0,1,1.0,760,3000,1.0,0,0,3,7,760,0,1900,0,98122,47.6059,-122.303,1270,3000 +8807810110,20140522T000000,432000.0,3,2.75,2200,14925,1.0,0,0,3,6,1100,1100,1982,0,98053,47.6606,-122.059,1520,14212 +1126059201,20150504T000000,1268890.0,5,3.25,4410,35192,2.0,0,2,3,12,3880,530,1990,0,98072,47.7522,-122.13,4410,59677 +1422200090,20140915T000000,676500.0,3,1.75,1300,2446,1.0,0,3,3,8,880,420,1961,0,98122,47.6071,-122.285,2440,5051 +871000065,20141120T000000,419000.0,2,1.0,720,4592,1.0,0,0,4,6,720,0,1943,0,98199,47.6534,-122.404,1030,5816 +4054710090,20150320T000000,650000.0,3,2.5,2180,37042,2.0,0,0,3,9,2180,0,1998,0,98077,47.722,-122.026,2880,32688 +8075400360,20140822T000000,239000.0,2,1.0,1130,15190,1.0,0,0,4,7,1130,0,1954,0,98032,47.3902,-122.283,1490,16920 +9551202875,20140709T000000,900000.0,4,2.5,2230,4372,2.0,0,0,5,8,1540,690,1935,0,98103,47.6698,-122.334,2020,4372 +4027700930,20150428T000000,330000.0,5,1.75,2100,7347,1.0,0,0,3,7,1070,1030,1981,0,98028,47.7751,-122.268,2170,9418 +1535204165,20141204T000000,510000.0,3,1.75,2060,58341,1.0,0,4,3,8,1100,960,1982,0,98070,47.4193,-122.439,1230,14904 +3303860590,20140627T000000,465000.0,4,2.5,3060,6000,2.0,0,0,3,9,3060,0,2012,0,98038,47.3689,-122.058,3040,6000 +1925069066,20140623T000000,1700000.0,3,2.75,2810,18731,2.0,1,4,4,10,2810,0,1974,0,98052,47.6361,-122.093,3120,14810 +6137610540,20140827T000000,490000.0,3,2.25,2550,8588,1.0,0,4,3,9,2550,0,1989,0,98011,47.7711,-122.195,3050,8588 +2525049263,20140709T000000,2680000.0,5,3.0,4290,20445,2.0,0,0,4,11,4290,0,1985,0,98039,47.6217,-122.239,3620,22325 +126059310,20141130T000000,1000000.0,3,2.25,3040,52302,1.0,0,0,3,9,3040,0,2005,0,98072,47.7635,-122.112,2070,38600 +4254000540,20140708T000000,469950.0,4,2.75,2530,14178,2.0,0,0,3,8,2530,0,1997,0,98019,47.737,-121.955,2530,14055 +5101405067,20140509T000000,536000.0,3,1.75,1300,5413,1.5,0,0,3,7,1300,0,1925,1992,98115,47.6988,-122.32,1590,6380 +5468000180,20150305T000000,244950.0,4,2.5,1790,19177,1.0,0,0,4,7,1790,0,1966,0,98030,47.3617,-122.172,1760,11726 +1930301220,20150417T000000,575000.0,3,1.0,1530,2400,1.0,0,0,4,7,890,640,1928,0,98103,47.6543,-122.354,1240,2400 +9282801450,20150325T000000,361000.0,5,2.75,2380,7500,1.0,0,0,3,7,1300,1080,1984,0,98178,47.5009,-122.235,2400,6000 +4037000925,20150327T000000,650000.0,5,2.25,2400,13450,1.0,0,0,5,7,1200,1200,1957,0,98008,47.6007,-122.117,1950,10361 +3336000230,20150323T000000,230005.0,2,1.0,1030,6000,1.0,0,0,2,7,830,200,1951,0,98118,47.5291,-122.268,1770,5000 +3621059043,20140527T000000,293000.0,4,2.5,3250,235063,1.0,0,2,3,9,3250,0,1973,0,98092,47.2582,-122.113,1600,44287 +126049231,20140516T000000,445000.0,3,3.0,1970,24318,1.0,0,0,3,8,1970,0,2010,0,98028,47.7651,-122.246,2150,14695 +3331000220,20140814T000000,280000.0,4,1.5,1940,6386,1.0,0,0,3,7,1140,800,1954,0,98118,47.5533,-122.285,1340,6165 +3904900230,20140716T000000,520000.0,3,2.25,1850,10855,1.0,0,0,3,8,1370,480,1985,0,98029,47.5696,-122.02,1850,8209 +525069133,20140805T000000,780000.0,4,3.25,3900,40962,2.0,0,0,3,10,3900,0,1991,0,98053,47.683,-122.063,1730,11775 +2721049061,20140709T000000,625000.0,3,1.75,3160,76230,1.0,0,0,4,8,2160,1000,1978,0,98001,47.274,-122.287,1990,45789 +5381000411,20150410T000000,239950.0,3,1.75,1440,7200,1.0,0,0,3,7,1440,0,1986,0,98188,47.4473,-122.284,1640,9167 +603000150,20140616T000000,335000.0,3,1.5,2040,6000,1.0,0,0,3,7,1340,700,1957,0,98118,47.5218,-122.286,1190,6000 +3904960690,20150417T000000,612000.0,3,2.5,2120,7401,2.0,0,0,3,8,2120,0,1989,0,98029,47.5781,-122.018,2010,7972 +7686202730,20140804T000000,200000.0,2,1.0,830,8000,1.0,0,0,3,6,830,0,1954,0,98198,47.4215,-122.318,1300,8000 +9264910300,20140710T000000,345000.0,3,1.75,3140,8571,1.0,0,0,4,8,1670,1470,1985,0,98023,47.3074,-122.337,2590,7949 +1437910090,20150128T000000,520000.0,4,2.5,2410,6440,1.0,0,0,3,8,1550,860,1974,0,98034,47.7153,-122.191,2330,6938 +2652500740,20140618T000000,855000.0,4,2.25,2190,4080,2.0,0,0,3,8,1800,390,1918,0,98119,47.6425,-122.358,2100,4080 +9274200735,20150507T000000,567500.0,4,1.75,2190,5060,1.0,0,0,3,7,1190,1000,1950,0,98116,47.5846,-122.387,1510,4600 +1745000090,20141110T000000,208000.0,3,1.5,1210,7247,1.0,0,0,4,7,1210,0,1967,0,98003,47.328,-122.321,1370,7869 +5101405338,20140821T000000,452000.0,3,1.75,1880,16239,1.0,0,0,3,7,880,1000,1922,0,98115,47.7004,-122.304,1260,7528 +9348500220,20140728T000000,555000.0,3,3.0,2410,12183,2.0,0,0,3,9,2410,0,1988,0,98011,47.747,-122.177,2540,9979 +1066600090,20140905T000000,519000.0,5,2.75,2620,8861,1.0,0,0,5,8,1350,1270,1979,0,98056,47.5226,-122.183,1940,10800 +3331500455,20141203T000000,474950.0,3,2.25,1850,2575,2.0,0,0,3,9,1850,0,2013,0,98118,47.5525,-122.273,1080,4120 +1427300120,20150121T000000,419000.0,3,2.25,1760,16418,1.0,0,0,3,7,1190,570,1990,0,98053,47.6525,-121.985,2260,20747 +1861400068,20140911T000000,390000.0,2,1.0,860,1800,1.0,0,0,3,7,860,0,1909,0,98119,47.6334,-122.371,2160,3120 +4040500100,20141020T000000,539000.0,7,2.25,2620,6890,2.0,0,0,4,7,2620,0,1961,0,98007,47.6123,-122.134,2070,7910 +6117501250,20140801T000000,569000.0,4,1.75,2400,21196,1.0,0,0,5,8,1590,810,1956,0,98166,47.4282,-122.347,2200,19134 +9523103990,20141208T000000,611000.0,3,1.0,1850,5000,1.5,0,0,3,7,1850,0,1922,0,98103,47.6727,-122.351,1850,5000 +3221069054,20141028T000000,760000.0,3,2.5,4040,147856,2.0,0,0,3,9,4040,0,2004,0,98092,47.2711,-122.067,3000,125452 +8838900032,20140518T000000,732000.0,3,2.0,1940,55756,1.0,0,0,5,9,1940,0,1954,0,98007,47.5913,-122.149,2330,10018 +1455100355,20140708T000000,1675000.0,3,2.5,3490,8343,2.0,1,4,4,9,2150,1340,1939,1991,98125,47.7265,-122.281,2990,13104 +1853080120,20140903T000000,919950.0,5,2.75,3170,7062,2.0,0,0,3,9,3170,0,2014,0,98074,47.5937,-122.061,3210,6891 +2806800120,20140610T000000,400000.0,4,2.5,2530,7563,1.0,0,0,3,7,1440,1090,1978,0,98011,47.7762,-122.21,1960,7811 +3216000090,20140729T000000,785000.0,4,2.5,3230,21781,2.0,0,0,3,9,3230,0,1993,0,98053,47.6318,-122.01,3230,21780 +1525059165,20140629T000000,835000.0,3,2.25,2120,54014,2.0,0,0,4,9,2120,0,1964,0,98005,47.6482,-122.159,3280,50690 +8901000835,20150211T000000,640500.0,2,1.75,1640,6750,1.0,0,0,4,8,1340,300,1939,0,98125,47.7068,-122.308,1760,7490 +8001400300,20150316T000000,310000.0,4,2.5,2130,9013,2.0,0,0,3,8,2130,0,1988,0,98001,47.3208,-122.273,2350,8982 +1138000450,20141016T000000,355000.0,4,1.0,1440,7215,1.5,0,0,3,7,1440,0,1969,0,98034,47.7133,-122.212,1150,7215 +2485000100,20140529T000000,685000.0,3,1.75,1940,7313,1.0,0,1,4,8,1440,500,1960,0,98136,47.5239,-122.387,2160,7200 +7689600215,20141017T000000,202500.0,3,1.0,1120,8576,1.0,0,0,3,6,1120,0,1943,0,98178,47.4896,-122.248,1050,8812 +7852010940,20150505T000000,540000.0,3,2.5,2400,5817,2.0,0,0,3,8,2400,0,1998,0,98065,47.5371,-121.87,2420,5817 +739980360,20141117T000000,295000.0,4,2.5,1810,4871,2.0,0,0,3,8,1810,0,1999,0,98031,47.4088,-122.192,1850,5003 +1102001055,20150424T000000,518000.0,3,1.0,1270,6612,1.5,0,3,3,7,1270,0,1927,0,98118,47.5433,-122.264,2100,7680 +2781250970,20150501T000000,250000.0,2,1.75,1350,4023,1.0,0,0,3,7,1350,0,2005,0,98038,47.3493,-122.023,1370,3570 +3624079067,20140508T000000,330000.0,2,2.0,1550,435600,1.5,0,0,2,7,1550,0,1972,0,98065,47.5145,-121.853,1600,217800 +4443800785,20141121T000000,481000.0,2,1.0,1620,3880,1.0,0,0,4,7,920,700,1924,0,98117,47.6855,-122.391,1330,3880 +3303900090,20141023T000000,898000.0,3,2.25,2650,12845,1.0,0,3,3,9,1770,880,1977,0,98034,47.7209,-122.256,2650,12902 +686530530,20140804T000000,570000.0,5,1.75,2510,9750,1.5,0,0,3,8,2510,0,1969,0,98052,47.6635,-122.149,1900,9750 +4254000220,20150307T000000,475000.0,4,2.5,2040,16200,2.0,0,0,3,8,2040,0,1997,0,98019,47.7366,-121.958,2530,15389 +7575600610,20150209T000000,265000.0,3,2.5,1660,5250,2.0,0,0,4,8,1660,0,1988,0,98003,47.3541,-122.3,1630,5505 +7631800110,20140918T000000,380000.0,3,2.5,1980,17342,2.0,1,4,3,10,1580,400,1984,0,98166,47.4551,-122.373,2060,17313 +7732410120,20140819T000000,790000.0,4,2.5,2690,8036,2.0,0,0,4,9,2690,0,1987,0,98007,47.6596,-122.144,2420,8087 +2493200040,20150312T000000,620000.0,2,2.25,2910,6110,2.0,0,2,4,9,2910,0,1985,0,98136,47.5279,-122.387,2090,5763 +2568300040,20140819T000000,709050.0,4,3.5,2720,9000,2.0,0,0,3,8,2670,50,1997,0,98125,47.7034,-122.297,1960,7772 +1781500385,20140806T000000,296500.0,3,1.0,1280,5100,1.0,0,0,3,7,1280,0,1948,0,98126,47.5259,-122.38,1380,7140 +626710220,20140813T000000,475000.0,3,2.5,2160,35912,2.0,0,0,3,8,2160,0,1982,0,98077,47.7273,-122.083,2230,35244 +9414500230,20141022T000000,440000.0,3,2.25,1760,10835,1.0,0,0,4,8,1290,470,1976,0,98027,47.522,-122.048,2050,10488 +6638900405,20141208T000000,405000.0,2,1.0,800,6016,1.0,0,0,3,6,800,0,1942,0,98117,47.6913,-122.369,1470,3734 +7327902612,20150513T000000,269500.0,2,1.0,930,4000,1.0,0,0,3,6,730,200,1943,0,98108,47.5321,-122.323,1100,5000 +7923600330,20141119T000000,520000.0,5,1.75,2040,5280,1.0,0,0,4,7,1020,1020,1961,0,98007,47.5941,-122.144,1720,7344 +2011400782,20140804T000000,229500.0,1,1.0,1180,22000,1.0,0,2,3,6,1180,0,1948,0,98198,47.4007,-122.323,1890,11761 +821049149,20141009T000000,335000.0,4,1.75,2000,10890,1.0,0,0,4,7,1390,610,1961,0,98003,47.3203,-122.321,1520,9250 +4054700300,20141021T000000,680000.0,4,2.75,3310,50951,2.0,0,0,3,9,3310,0,1998,0,98077,47.7249,-122.027,3230,39340 +3931900580,20150313T000000,1389000.0,4,3.5,3130,3900,2.0,0,0,3,9,2550,580,2008,0,98115,47.6849,-122.327,1830,3900 +2485000165,20141215T000000,740000.0,4,2.5,2300,9900,1.0,0,2,3,8,1600,700,1961,0,98136,47.5256,-122.385,2510,7500 +1117000150,20150317T000000,270000.0,3,2.25,2140,9990,1.0,0,0,4,8,2140,0,1962,0,98003,47.3484,-122.298,2060,9990 +4321200600,20150504T000000,510000.0,4,2.0,2210,5572,1.5,0,3,3,7,1760,450,1911,0,98126,47.5727,-122.376,1760,4713 +123039364,20140521T000000,300000.0,2,1.0,970,13700,1.0,0,0,3,6,970,0,1949,0,98106,47.515,-122.362,1570,10880 +2175100205,20150323T000000,1298890.0,5,2.25,2690,10800,1.0,0,3,4,8,2020,670,1956,0,98040,47.5821,-122.247,3380,9134 +8813400165,20140819T000000,675000.0,4,2.0,1890,5188,1.5,0,0,4,7,1670,220,1940,0,98105,47.6633,-122.287,1800,4848 +2597531020,20141104T000000,925850.0,6,3.25,3140,14923,2.0,0,0,3,10,3140,0,1991,0,98006,47.5411,-122.133,2980,10758 +723069013,20140718T000000,255500.0,2,1.0,1440,43560,1.0,0,0,4,7,1150,290,1965,0,98027,47.4916,-122.082,1870,56628 +1137800230,20140514T000000,450000.0,3,2.5,2910,17172,2.0,0,0,3,10,2910,0,1989,0,98003,47.2789,-122.331,2910,20048 +3221069057,20141105T000000,280000.0,3,1.0,1310,22652,1.0,0,0,3,7,1310,0,1968,0,98092,47.2574,-122.072,1600,103672 +3832500230,20150105T000000,245000.0,4,2.25,2140,8800,2.0,0,0,4,7,2140,0,1963,0,98032,47.3655,-122.291,2060,9790 +1138010220,20150317T000000,344950.0,3,1.0,1090,6712,1.0,0,0,4,7,1090,0,1972,0,98034,47.7155,-122.211,1440,7350 +3205500230,20140811T000000,381000.0,3,1.75,1330,7216,1.0,0,0,3,7,1330,0,1969,0,98034,47.7199,-122.18,1500,8000 +4389201241,20141230T000000,1945000.0,4,4.0,4690,6900,2.0,0,0,3,11,3480,1210,2001,0,98004,47.6165,-122.216,2800,11240 +9808700025,20150211T000000,1500000.0,3,1.5,1910,21374,1.0,0,0,1,8,1910,0,1955,0,98004,47.6453,-122.214,2850,16167 +4399210110,20140619T000000,232603.0,3,1.75,1750,11461,2.0,0,0,4,7,1750,0,1976,0,98002,47.3173,-122.21,2140,11276 +7972602490,20141212T000000,220000.0,5,2.5,1760,10200,1.5,0,0,3,6,1760,0,1925,0,98106,47.5271,-122.351,1370,7620 +2128000180,20140811T000000,600000.0,4,1.75,1810,7700,1.0,0,0,5,8,1390,420,1977,0,98033,47.6976,-122.169,2080,7700 +4345000090,20141105T000000,239000.0,3,2.5,1360,5754,2.0,0,0,3,7,1360,0,1994,0,98030,47.3645,-122.183,1360,7050 +6413100242,20140826T000000,400000.0,3,1.75,1730,9211,1.0,0,0,3,8,1730,0,1961,0,98125,47.7149,-122.322,1440,9211 +4218400455,20140708T000000,2180000.0,6,2.75,4710,11000,2.0,0,3,3,10,3690,1020,1931,0,98105,47.6622,-122.272,2950,5300 +1568100220,20140908T000000,350000.0,3,1.0,1010,8551,1.0,0,0,5,7,1010,0,1953,0,98155,47.7351,-122.295,1310,8504 +1626069220,20140905T000000,562000.0,3,2.5,2400,97138,2.0,0,0,5,8,2400,0,1983,0,98077,47.7361,-122.046,2230,54450 +3342103149,20140910T000000,380000.0,3,1.5,1540,8400,1.0,0,0,5,7,1540,0,1968,0,98056,47.5237,-122.199,1690,7689 +8127700410,20141015T000000,511200.0,4,1.75,1480,7875,1.0,0,0,3,7,740,740,1927,0,98199,47.643,-122.397,1680,5851 +3629970090,20141014T000000,680000.0,4,2.5,2520,5000,2.0,0,0,3,9,2520,0,2004,0,98029,47.5524,-121.992,2910,5001 +8910500237,20140726T000000,350000.0,3,3.25,1210,941,2.0,0,0,3,8,1000,210,2002,0,98133,47.7114,-122.356,1650,1493 +621069218,20150219T000000,410000.0,5,2.5,2670,184140,1.0,0,0,3,8,1410,1260,1980,0,98042,47.3429,-122.097,1860,35719 +3394100230,20140522T000000,1050000.0,4,2.5,3030,12590,1.5,0,0,4,10,3030,0,1988,0,98004,47.5806,-122.193,2980,11635 +8682211030,20141028T000000,391265.0,3,2.0,1440,3900,1.0,0,0,3,8,1440,0,2002,0,98053,47.7022,-122.021,1350,3900 +5427100150,20140626T000000,1410000.0,4,2.25,3250,16684,2.0,0,0,3,9,3250,0,1979,0,98039,47.6334,-122.229,2890,16927 +7579200600,20150428T000000,575000.0,3,2.0,1750,5750,1.0,0,2,5,7,870,880,1956,0,98116,47.5579,-122.384,1750,5750 +7302000610,20150508T000000,316000.0,4,1.5,2120,46173,2.0,0,0,3,7,2120,0,1974,0,98053,47.6503,-121.968,2000,46173 +3004800175,20150416T000000,165000.0,3,1.0,1050,5156,1.5,0,0,3,7,1050,0,1919,0,98106,47.5169,-122.358,1050,5502 +2397101055,20140812T000000,850000.0,3,2.25,1950,3600,1.5,0,0,5,8,1430,520,1911,0,98119,47.637,-122.363,1950,3600 +2354300845,20140804T000000,210000.0,3,1.0,1020,6000,1.0,0,0,3,5,1020,0,1900,0,98027,47.5281,-122.031,2070,7200 +984220330,20140824T000000,325000.0,4,2.5,1820,9161,1.0,0,0,4,7,1220,600,1975,0,98058,47.4333,-122.168,1860,7650 +7273100026,20150407T000000,682000.0,4,2.5,2390,53941,2.0,0,0,3,8,2390,0,1989,0,98053,47.7066,-122.08,2610,104108 +6386200100,20140718T000000,430000.0,3,2.5,1400,7508,2.0,0,0,4,7,1400,0,1987,0,98034,47.7233,-122.167,1710,7700 +9324800025,20141125T000000,325500.0,3,1.5,1540,8110,1.0,0,0,4,7,1190,350,1959,0,98125,47.7329,-122.291,1290,8110 +4058800930,20140720T000000,385000.0,3,1.75,2370,6360,1.0,0,3,3,7,1280,1090,1954,0,98178,47.5039,-122.24,1990,6360 +1972201161,20150323T000000,435000.0,1,1.0,670,1800,1.0,0,0,5,6,670,0,1905,0,98103,47.654,-122.35,1330,3360 +2202500025,20140721T000000,550000.0,4,1.0,2420,15520,2.0,0,0,4,7,2420,0,1945,0,98006,47.5744,-122.137,1630,9965 +4077800258,20141009T000000,400000.0,3,1.0,1000,7800,1.0,0,0,4,6,860,140,1930,0,98125,47.7098,-122.283,1700,7800 +2558700220,20140721T000000,503000.0,4,2.75,2100,7350,1.0,0,0,5,7,1240,860,1978,0,98034,47.7194,-122.172,2490,7350 +290200230,20140819T000000,676000.0,4,2.5,2800,5368,2.0,0,0,3,8,2800,0,2003,0,98074,47.6076,-122.053,2790,5368 +1951100100,20141113T000000,180000.0,3,1.0,940,11055,1.5,0,0,4,7,940,0,1959,0,98032,47.3732,-122.295,1420,9100 +9499200220,20140611T000000,234000.0,3,2.0,1640,5280,1.5,0,0,5,6,1640,0,1910,0,98002,47.3089,-122.213,1160,7875 +999000215,20140512T000000,734200.0,4,2.5,2760,5000,1.5,0,0,5,7,1680,1080,1928,0,98107,47.6726,-122.371,1850,5000 +822069118,20140729T000000,920000.0,3,3.25,3660,66211,2.0,0,0,3,10,3660,0,2003,0,98038,47.4087,-122.062,3660,107153 +2425049066,20140616T000000,1920000.0,4,2.5,3070,34412,1.0,0,3,4,9,2070,1000,1950,0,98039,47.64,-122.24,3780,27940 +7950700110,20141209T000000,224000.0,3,1.75,1100,10125,1.0,0,0,4,7,1100,0,1969,0,98092,47.3232,-122.103,1520,10125 +9253900408,20150408T000000,1400000.0,3,2.75,3130,19530,1.0,1,4,3,8,1690,1440,1947,1984,98008,47.5895,-122.111,2980,18782 +3313600077,20140919T000000,185000.0,3,1.0,1320,7155,1.0,0,0,4,6,1320,0,1961,0,98002,47.2857,-122.22,1070,8100 +452001540,20140818T000000,554600.0,3,1.75,1470,5000,1.5,0,0,5,7,1470,0,1900,0,98107,47.6755,-122.369,1530,5000 +3832710210,20140825T000000,268000.0,3,1.75,1480,8009,1.0,0,0,3,7,980,500,1980,0,98032,47.3657,-122.28,1790,7678 +8563000300,20140915T000000,675000.0,4,2.25,2260,8715,1.0,0,0,4,8,1530,730,1976,0,98008,47.6237,-122.106,2220,8650 +1313000650,20140711T000000,620000.0,4,2.25,2210,10039,1.0,0,0,4,8,1710,500,1967,0,98052,47.634,-122.101,2070,10965 +3424069066,20140521T000000,396450.0,3,1.75,1540,12446,1.0,0,0,5,8,1540,0,1967,0,98027,47.5172,-122.027,1330,11508 +2206500300,20140820T000000,565000.0,5,1.75,1910,9720,1.0,0,0,4,7,1390,520,1955,0,98006,47.5772,-122.159,1750,9720 +3083001095,20140824T000000,410000.0,3,1.75,1760,3520,1.0,0,0,3,7,1160,600,1966,0,98144,47.5773,-122.303,1840,5000 +809002290,20140519T000000,1190000.0,4,3.0,2240,6000,1.5,0,0,4,8,1270,970,1914,0,98109,47.6369,-122.35,2240,4250 +6669070220,20140821T000000,716125.0,3,2.25,2110,7279,1.0,0,0,4,9,2110,0,1984,0,98033,47.6669,-122.17,2130,7279 +2325069054,20140521T000000,225000.0,2,1.0,1396,111949,1.0,0,0,3,7,1396,0,1940,1997,98053,47.6374,-122.007,2020,111949 +8820901792,20140711T000000,640000.0,4,2.75,3040,7274,2.0,0,3,3,9,2320,720,1986,0,98125,47.7184,-122.28,2830,10080 +3488300110,20140910T000000,374000.0,2,1.0,1140,5650,1.0,0,1,3,6,980,160,1920,0,98116,47.5634,-122.391,1220,5700 +3971700330,20150415T000000,415000.0,4,2.0,1780,12161,1.0,0,0,5,7,1160,620,1950,0,98155,47.7746,-122.323,1780,8170 +5561400220,20140819T000000,592500.0,4,2.5,3370,35150,1.0,0,0,5,8,1770,1600,1993,0,98027,47.461,-122.002,2920,41241 +2979800762,20140904T000000,365000.0,3,2.5,1484,1761,3.0,0,0,3,7,1484,0,2003,0,98115,47.6844,-122.317,1484,4320 +6600220300,20140914T000000,600000.0,4,2.5,2230,12753,1.0,0,0,4,7,1180,1050,1981,0,98074,47.6297,-122.033,1860,12753 +2817910220,20141216T000000,465000.0,4,2.5,2820,39413,2.0,0,0,4,9,2820,0,1989,0,98092,47.3064,-122.1,2910,39413 +7696620100,20150422T000000,254999.0,3,1.0,1580,7560,1.0,0,0,4,7,1000,580,1976,0,98001,47.3318,-122.277,1580,7560 +7760400900,20140916T000000,279000.0,4,2.5,2040,8076,2.0,0,0,3,7,2040,0,1994,0,98042,47.3691,-122.074,2040,8408 +3353404265,20141231T000000,460000.0,3,2.5,2720,40813,2.0,0,0,3,8,2720,0,2001,0,98001,47.2619,-122.271,2250,40511 +9828702666,20140728T000000,507000.0,4,2.25,1490,956,2.0,0,0,3,7,1020,470,2005,0,98122,47.6184,-122.301,1510,1350 +1823059223,20140520T000000,291000.0,3,1.75,1560,9788,1.0,0,0,3,7,1560,0,1964,0,98178,47.4876,-122.226,1840,11180 +2197600388,20141202T000000,350000.0,2,1.5,830,1077,2.0,0,0,3,7,830,0,2006,0,98122,47.6058,-122.319,830,1366 +4239400300,20141129T000000,90000.0,3,1.0,980,2490,2.0,0,0,4,6,980,0,1969,0,98092,47.317,-122.182,980,3154 +1328300820,20140806T000000,329000.0,3,1.75,1980,7000,1.0,0,0,4,8,1360,620,1977,0,98058,47.4442,-122.129,1880,7200 +7805450870,20140814T000000,909000.0,4,2.5,3680,11648,2.0,0,0,3,10,3680,0,1986,0,98006,47.5604,-122.107,2830,11251 +419000035,20141015T000000,187000.0,2,1.0,860,5400,1.0,0,0,4,5,860,0,1953,0,98056,47.492,-122.171,960,5400 +3131201105,20140709T000000,580000.0,3,1.75,1850,5100,1.0,0,0,3,7,1020,830,1909,0,98105,47.6605,-122.326,1850,5100 +112900110,20140903T000000,345000.0,3,2.5,1620,5992,2.0,0,0,3,7,1620,0,2001,0,98019,47.736,-121.965,1620,4644 +5249802240,20140515T000000,497000.0,4,2.5,2240,7200,2.0,0,0,3,8,2240,0,1995,0,98118,47.5636,-122.275,1860,6600 +7950302345,20140815T000000,345000.0,3,1.0,1010,3060,1.5,0,0,3,6,1010,0,1904,0,98118,47.5657,-122.285,1330,4590 +2473371570,20141119T000000,313500.0,3,1.75,1610,7350,1.0,0,0,3,8,1610,0,1974,0,98058,47.4503,-122.131,2120,7350 +3982700088,20150402T000000,910000.0,3,2.5,2720,7250,2.0,0,0,3,9,2720,0,1990,0,98033,47.6894,-122.195,2870,7250 +3448000755,20140604T000000,399950.0,3,1.5,2080,5244,1.0,0,0,3,7,1190,890,1959,0,98125,47.7144,-122.293,1850,6982 +1446400615,20140527T000000,268000.0,4,2.0,1930,6600,1.0,0,0,4,7,1030,900,1967,0,98168,47.482,-122.332,1220,6600 +2484700145,20141229T000000,559000.0,4,1.75,2250,8458,1.0,0,0,3,8,1450,800,1954,0,98136,47.5235,-122.383,1950,7198 +1753500100,20140709T000000,309000.0,3,2.25,1980,8755,1.0,0,0,4,7,1300,680,1963,0,98198,47.3922,-122.321,2030,8671 +7853300770,20140609T000000,410000.0,3,2.5,1960,4400,2.0,0,0,3,7,1960,0,2006,0,98065,47.5384,-121.889,2060,4400 +7236100015,20140520T000000,259000.0,3,1.0,1320,8625,1.0,0,0,4,7,1320,0,1957,0,98056,47.4902,-122.179,1370,8295 +1959701695,20141124T000000,950000.0,5,2.0,2940,5500,2.0,0,0,4,9,2340,600,1909,0,98102,47.6466,-122.321,2940,5500 +4024101421,20141202T000000,320000.0,4,1.0,1460,7200,1.5,0,0,4,7,1460,0,1955,0,98155,47.7602,-122.306,1690,7357 +327000165,20150413T000000,1150000.0,4,2.5,2330,30122,1.0,0,1,3,8,1490,840,1951,0,98115,47.6843,-122.267,2430,6726 +7893800534,20141124T000000,394250.0,3,2.0,2620,10107,1.0,0,3,3,7,2620,0,1982,0,98198,47.4096,-122.329,1730,7812 +6430500191,20141106T000000,315000.0,1,1.0,700,3876,1.0,0,0,3,6,700,0,1910,0,98103,47.6886,-122.352,1150,3952 +2354300835,20141224T000000,480000.0,2,2.0,1140,12000,1.0,0,0,3,6,1140,0,1943,0,98027,47.5277,-122.031,1880,6125 +9510300220,20140804T000000,556000.0,3,2.5,2750,35440,2.0,0,0,3,9,2750,0,1994,0,98045,47.4745,-121.723,2710,35440 +7852130410,20141027T000000,450000.0,3,2.5,2480,5647,2.0,0,0,3,7,2480,0,2002,0,98065,47.5355,-121.88,2510,5018 +5101406522,20141001T000000,420000.0,3,1.5,1130,5413,1.0,0,0,3,7,940,190,1946,0,98125,47.7021,-122.32,1400,7168 +2768200090,20150317T000000,890000.0,6,3.75,2770,5000,1.0,0,0,3,8,1870,900,1969,0,98107,47.669,-122.365,1570,2108 +1761300650,20141006T000000,295000.0,4,2.0,1710,8814,1.0,0,0,5,7,1030,680,1975,0,98031,47.395,-122.174,1710,7272 +1081330210,20140911T000000,410000.0,4,2.25,2150,27345,2.0,0,0,5,8,2150,0,1976,0,98059,47.469,-122.121,2200,11923 +4137070090,20140611T000000,308900.0,3,2.5,2250,7294,2.0,0,0,3,8,2250,0,1994,0,98092,47.2636,-122.212,2140,7363 +327000100,20141022T000000,1161000.0,4,2.5,2960,26742,1.0,0,3,3,8,1480,1480,1949,1996,98115,47.6846,-122.268,2500,9460 +8682281510,20150128T000000,665000.0,2,2.5,2300,6984,1.0,0,0,3,8,2300,0,2006,0,98053,47.7087,-122.015,1820,4950 +3297700100,20140903T000000,577000.0,3,1.75,1740,5500,1.0,0,0,5,7,970,770,1953,0,98116,47.577,-122.395,1740,7250 +7518506717,20140917T000000,959000.0,3,2.5,2830,3750,3.0,0,0,3,10,2830,0,2014,0,98117,47.6799,-122.385,1780,5000 +65000210,20140626T000000,471000.0,2,1.75,1240,6417,1.0,0,0,5,7,1240,0,1924,0,98126,47.5439,-122.379,1800,6417 +3905040590,20150421T000000,560000.0,3,2.5,2180,7169,2.0,0,0,3,8,2180,0,1990,0,98029,47.5714,-122.002,2150,5914 +5451210150,20140514T000000,955000.0,5,2.25,2510,9887,2.0,0,0,3,8,2510,0,1972,0,98040,47.5339,-122.223,2510,10006 +1778360150,20140620T000000,1240000.0,7,5.5,6630,13782,2.0,0,0,3,10,4930,1700,2004,0,98006,47.5399,-122.118,4470,8639 +6649900301,20141231T000000,579000.0,3,2.5,2300,18540,1.0,0,0,3,8,1800,500,1961,0,98177,47.7767,-122.369,2460,18540 +9264901490,20150428T000000,335000.0,4,2.25,3220,7889,2.0,0,0,3,8,3220,0,1978,0,98023,47.3112,-122.339,2120,7651 +7853220910,20140915T000000,485000.0,3,2.5,2270,7887,2.0,0,2,3,8,2270,0,2004,0,98065,47.5326,-121.855,2550,7133 +9346700150,20140702T000000,552000.0,3,2.5,1840,9900,1.0,0,0,3,9,1840,0,1978,0,98007,47.6131,-122.151,2730,9900 +2327000110,20140714T000000,950000.0,4,3.25,3820,15293,2.0,0,0,3,10,3820,0,2003,0,98074,47.6097,-122.017,2790,7142 +7137900490,20150316T000000,203700.0,3,2.0,1660,7958,1.0,0,0,3,7,1130,530,1983,0,98092,47.3187,-122.171,1550,7647 +9264960850,20140709T000000,412000.0,4,3.5,3360,9767,2.0,0,0,3,9,2450,910,1990,0,98023,47.3047,-122.347,2580,8757 +1545808960,20150106T000000,237500.0,3,2.0,1350,8960,1.0,0,0,4,7,1350,0,1986,0,98038,47.3614,-122.045,1470,8288 +486000085,20140815T000000,866800.0,4,3.5,2970,5000,2.0,0,2,3,9,2200,770,2001,0,98117,47.6772,-122.399,1470,4560 +7977200945,20150310T000000,425000.0,3,1.0,1000,5100,1.0,0,0,3,7,860,140,1946,0,98115,47.6857,-122.293,1000,5100 +3056700150,20140625T000000,200000.0,3,2.0,1190,6833,1.0,0,0,3,7,1190,0,1995,0,98092,47.3191,-122.18,1540,8000 +7896300150,20140929T000000,280000.0,3,1.75,1670,6034,1.0,0,0,3,7,990,680,1957,0,98118,47.5209,-122.286,1230,6034 +7399100210,20141126T000000,140000.0,3,1.5,1200,2002,2.0,0,0,3,8,1200,0,1966,0,98055,47.4659,-122.189,1270,1848 +2473370110,20141114T000000,370000.0,5,2.5,2250,10400,1.0,0,0,3,8,1280,970,1973,0,98058,47.4501,-122.139,2140,9592 +2770605420,20140916T000000,550000.0,2,0.75,1040,4000,1.0,0,0,3,7,930,110,1909,0,98119,47.6489,-122.372,1700,4800 +7856400300,20140702T000000,1411600.0,2,2.5,3180,9400,2.0,0,4,5,10,2610,570,1985,0,98006,47.5617,-122.158,3760,9450 +7856400300,20150322T000000,1505000.0,2,2.5,3180,9400,2.0,0,4,5,10,2610,570,1985,0,98006,47.5617,-122.158,3760,9450 +7923700330,20140528T000000,510000.0,4,1.5,2040,8800,1.0,0,0,4,7,1020,1020,1961,0,98007,47.5965,-122.139,1490,8800 +5632500110,20140716T000000,351000.0,3,1.0,1160,10518,1.0,0,0,3,7,1160,0,1960,0,98028,47.7343,-122.22,1670,9380 +723049219,20150325T000000,210000.0,3,1.0,880,10800,1.0,0,0,3,6,880,0,1942,0,98146,47.4949,-122.338,1100,8820 +2320069111,20150507T000000,449999.0,4,1.75,2290,36900,1.5,0,2,5,7,1690,600,1938,0,98022,47.2034,-122.003,2170,12434 +7972604345,20140519T000000,137000.0,3,1.0,950,7620,1.0,0,0,3,6,950,0,1954,0,98106,47.5178,-122.346,1260,7620 +3222069156,20141217T000000,270000.0,3,1.0,1010,14510,1.0,0,0,5,7,1010,0,1974,0,98042,47.3437,-122.078,2020,44866 +1722069097,20141229T000000,540000.0,3,2.5,3100,100188,1.0,0,0,4,7,1820,1280,1981,0,98038,47.3928,-122.066,2430,104979 +4022905473,20141205T000000,565000.0,5,3.0,2560,12480,1.0,0,0,3,8,1590,970,2012,0,98155,47.7657,-122.284,2500,17299 +5318101695,20150409T000000,940000.0,4,1.5,2430,3600,2.5,0,0,3,8,2430,0,1980,0,98112,47.6351,-122.285,2020,4800 +5216200090,20140616T000000,385000.0,2,1.0,830,26329,1.0,1,3,4,6,830,0,1928,0,98070,47.4012,-122.425,2030,27338 +9526500090,20140822T000000,400000.0,3,3.0,2090,7634,1.0,0,0,3,8,1450,640,2001,0,98019,47.7408,-121.974,2090,9600 +423059039,20150321T000000,365000.0,3,2.0,2030,8649,1.0,0,0,3,7,2030,0,1998,0,98056,47.5082,-122.166,1760,7200 +6909700437,20140522T000000,353250.0,2,1.0,1060,1600,2.0,0,0,3,7,1060,0,1979,0,98144,47.5888,-122.294,1360,3360 +1205000215,20150429T000000,455000.0,2,1.5,1090,6750,1.0,0,0,3,7,950,140,1942,0,98117,47.6836,-122.397,1640,6750 +3223039229,20140527T000000,475000.0,4,3.5,3400,234352,2.0,0,0,3,8,2500,900,1991,0,98070,47.4335,-122.449,1300,39639 +4077800474,20141124T000000,571500.0,4,1.75,1920,7455,1.0,0,0,4,7,960,960,1939,1964,98125,47.7106,-122.286,1920,7455 +1604600227,20150328T000000,441000.0,2,1.0,1150,3000,1.0,0,0,3,6,780,370,1915,0,98118,47.5624,-122.291,1150,5000 +9542200220,20150213T000000,810000.0,6,2.75,3970,9500,1.0,0,0,4,10,2180,1790,1970,0,98005,47.5956,-122.178,2490,9775 +6600220490,20150409T000000,550000.0,3,2.25,1880,11556,2.0,0,0,3,8,1880,0,1987,0,98074,47.6283,-122.032,1880,12000 +2138700141,20140702T000000,736000.0,2,1.0,1500,4000,1.0,0,0,3,8,1100,400,1933,0,98109,47.6409,-122.353,1980,4000 +4046600820,20150224T000000,375000.0,3,1.75,2190,17550,1.0,0,0,3,7,2190,0,1989,0,98014,47.6984,-121.912,1700,17550 +9430100360,20150205T000000,717500.0,3,2.5,2530,9932,2.0,0,0,3,8,2530,0,1995,0,98052,47.6853,-122.16,2140,7950 +2447500015,20141121T000000,581000.0,2,1.75,1930,11200,1.0,0,2,3,8,1430,500,1951,0,98177,47.7576,-122.37,2840,12408 +1524039043,20140725T000000,629000.0,3,2.0,1510,4560,2.0,0,0,4,7,1510,0,1909,1995,98116,47.5689,-122.408,1990,5000 +2303900100,20140911T000000,3800000.0,3,4.25,5510,35000,2.0,0,4,3,13,4910,600,1997,0,98177,47.7296,-122.37,3430,45302 +8651400230,20141208T000000,225000.0,3,2.0,1100,5200,1.0,0,0,3,6,1100,0,1969,2014,98042,47.3606,-122.083,1050,5330 +7437100210,20140618T000000,315000.0,3,2.5,1730,6368,2.0,0,0,3,7,1730,0,1993,0,98038,47.3505,-122.032,1780,6597 +3630020150,20150310T000000,425000.0,3,2.5,1480,1386,3.0,0,0,3,8,1480,0,2005,0,98029,47.5468,-121.998,1470,1593 +1773600691,20140625T000000,346500.0,3,1.0,1150,11802,1.0,0,0,4,7,1150,0,1932,1958,98106,47.5624,-122.361,1880,6082 +5448300150,20150105T000000,550000.0,3,2.25,1950,26500,1.0,0,0,4,8,1570,380,1965,0,98006,47.5784,-122.179,2160,12751 +2260000210,20150209T000000,565000.0,3,1.75,2380,10450,1.0,0,0,3,8,1400,980,1977,0,98052,47.6409,-122.111,2150,9600 +6815100085,20141224T000000,1001000.0,4,2.0,3100,8000,1.5,0,0,5,7,2040,1060,1939,0,98103,47.6852,-122.329,1650,4000 +5141000720,20140805T000000,400000.0,2,2.0,2010,3797,1.5,0,0,3,7,1450,560,1922,2004,98108,47.5596,-122.315,1660,4650 +9276200455,20141121T000000,724950.0,4,2.0,2270,5760,2.0,0,0,4,8,2270,0,1909,0,98116,47.5809,-122.39,1420,5760 +5459500165,20140708T000000,623000.0,3,1.75,2050,16313,1.0,0,0,2,8,2050,0,1973,0,98040,47.5743,-122.212,3180,10264 +9828701295,20140624T000000,295000.0,2,1.0,650,5400,1.0,0,0,3,6,650,0,1950,0,98122,47.6185,-122.295,1310,4906 +164000261,20140521T000000,700000.0,4,3.25,2780,7875,2.0,0,0,3,9,2780,0,2006,0,98133,47.7294,-122.352,1000,7500 +2767704682,20150408T000000,482000.0,2,1.5,1300,1229,2.0,0,0,3,8,1160,140,2000,0,98107,47.6727,-122.375,1430,1255 +6791050450,20140821T000000,770000.0,3,2.5,2730,11380,2.0,0,0,3,10,2730,0,1995,0,98075,47.58,-122.057,2800,10070 +1221039066,20141017T000000,310000.0,4,2.5,3140,22100,1.0,0,0,4,8,1820,1320,1960,0,98023,47.319,-122.362,2700,25500 +686300450,20140708T000000,720000.0,4,2.25,2410,8400,2.0,0,0,5,8,2410,0,1965,0,98008,47.626,-122.119,1910,8056 +3822200087,20150319T000000,355000.0,3,1.0,1180,5965,1.5,0,0,4,6,1180,0,1928,0,98125,47.7281,-122.299,1270,7710 +6669250100,20140729T000000,512000.0,4,2.5,2600,4506,2.0,0,0,3,9,2600,0,2005,0,98056,47.5146,-122.188,2470,6041 +1453602310,20141216T000000,303000.0,2,1.5,1400,1650,3.0,0,0,3,7,1400,0,1999,0,98125,47.7222,-122.29,1430,1650 +984200690,20140618T000000,299000.0,5,2.5,2220,9360,1.0,0,0,4,7,1110,1110,1968,0,98058,47.4341,-122.169,1780,7704 +5468770180,20140623T000000,285000.0,3,2.5,1660,6263,2.0,0,0,3,8,1660,0,2003,0,98042,47.3507,-122.141,2190,6192 +5459500100,20140924T000000,680000.0,3,1.75,2330,9652,1.0,0,0,4,8,1590,740,1968,0,98040,47.5714,-122.211,2420,9631 +2968801605,20140902T000000,285000.0,4,1.75,1440,6720,1.0,0,0,5,6,720,720,1954,0,98166,47.4571,-122.345,1820,6784 +2141310580,20141125T000000,707000.0,4,2.25,2920,17023,1.0,0,0,4,9,1690,1230,1977,0,98006,47.5585,-122.134,2710,10681 +2325039067,20140507T000000,690000.0,3,2.0,1760,6428,1.0,0,0,4,7,980,780,1942,0,98199,47.6388,-122.397,1760,6004 +2426059103,20150422T000000,872000.0,4,2.25,2860,40284,2.0,0,0,3,10,2860,0,1983,0,98072,47.7308,-122.115,2670,92782 +3541600450,20141104T000000,290000.0,4,1.75,2090,12750,1.0,0,0,3,8,1360,730,1967,0,98166,47.4792,-122.357,2040,12300 +5631501161,20150417T000000,425000.0,4,1.75,1910,16785,1.0,0,0,4,7,1110,800,1981,0,98028,47.7474,-122.235,1590,9900 +3224510300,20150126T000000,925000.0,3,2.75,3280,10558,1.0,0,2,4,9,2040,1240,1979,0,98006,47.5606,-122.133,3150,9998 +4027700466,20141219T000000,340500.0,3,1.0,1770,12458,1.0,0,0,3,7,1770,0,1957,0,98155,47.7715,-122.27,2000,8225 +1702901500,20141121T000000,365000.0,2,1.0,920,6600,1.0,0,0,4,6,920,0,1910,0,98118,47.5572,-122.282,1370,5500 +8146300205,20140710T000000,725000.0,3,1.75,1690,8489,1.0,0,0,4,7,1690,0,1959,0,98004,47.6079,-122.192,1850,8536 +3526039019,20140702T000000,811000.0,3,3.0,2470,7410,2.0,0,0,5,8,1860,610,1977,0,98117,47.6937,-122.392,2390,7800 +5230300210,20141210T000000,299000.0,3,1.0,1040,9514,1.0,0,0,4,7,1040,0,1969,0,98059,47.4936,-122.102,1040,9514 +7907600100,20150421T000000,287500.0,4,2.0,1220,9147,1.0,0,0,5,7,1220,0,1953,0,98146,47.5011,-122.336,1220,8576 +9322800210,20140520T000000,879950.0,4,2.25,3500,13875,1.0,0,4,4,9,1830,1670,1938,0,98146,47.5083,-122.388,2960,15000 +3352400661,20141110T000000,135900.0,2,1.0,760,3800,1.0,0,0,3,6,760,0,1950,0,98178,47.5019,-122.269,1220,7410 +3625710100,20140512T000000,1225000.0,4,2.25,3070,16028,1.0,0,3,3,9,1870,1200,1976,0,98040,47.5271,-122.228,3070,19822 +3626039207,20141017T000000,522500.0,4,1.75,2100,6480,1.0,0,0,5,7,1300,800,1947,0,98177,47.7049,-122.359,1840,7500 +7568700215,20150312T000000,399500.0,4,1.5,1660,6617,1.0,0,0,5,7,1660,0,1947,0,98155,47.739,-122.323,950,7440 +1604600540,20150504T000000,450000.0,3,1.0,1430,5960,1.5,0,0,4,7,1430,0,1917,0,98118,47.562,-122.289,1140,3960 +1421039067,20141027T000000,218000.0,4,1.0,1620,17500,1.0,0,0,3,7,1620,0,1962,0,98023,47.3021,-122.388,2400,17394 +7137970210,20150327T000000,289999.0,3,2.0,1490,9285,1.0,0,0,3,8,1490,0,1995,0,98092,47.3248,-122.169,2040,6681 +2767603255,20150224T000000,540000.0,2,1.0,1170,4750,1.0,0,0,3,6,1170,0,1903,0,98107,47.6729,-122.378,1170,2023 +3575303700,20140725T000000,324950.0,3,1.0,1240,7500,1.0,0,0,4,7,1240,0,1976,0,98074,47.6199,-122.062,1240,9750 +1702901340,20140613T000000,718500.0,3,2.0,2910,6600,2.0,0,0,4,7,1920,990,1900,1988,98118,47.5576,-122.281,1370,5500 +2320069014,20140709T000000,495000.0,3,2.0,2660,192099,1.0,0,0,4,9,2660,0,1964,0,98022,47.2098,-122.016,2570,43561 +3141600600,20140521T000000,260000.0,6,2.0,2220,8797,1.0,0,0,3,7,2220,0,1977,0,98002,47.2977,-122.227,1170,5123 +2201501015,20140502T000000,430000.0,4,1.5,1920,10000,1.0,0,0,4,7,1070,850,1954,0,98006,47.5725,-122.133,1450,10836 +3782760040,20140603T000000,402500.0,3,3.25,2780,4002,2.0,0,0,3,8,2780,0,2009,0,98019,47.7348,-121.966,1890,4090 +6613001241,20140811T000000,1415000.0,4,3.0,3110,4408,2.5,0,3,4,10,2510,600,1931,0,98105,47.6583,-122.27,3250,5669 +3276980120,20141028T000000,275000.0,3,2.25,1820,9766,1.0,0,0,4,7,1450,370,1987,0,98031,47.397,-122.203,1860,8236 +1321400650,20140603T000000,250000.0,3,2.25,1765,7652,2.0,0,0,3,7,1765,0,1996,0,98003,47.3072,-122.328,1765,7719 +643300180,20140523T000000,665000.0,3,2.75,1800,9550,1.0,0,0,4,7,1320,480,1966,0,98006,47.5679,-122.178,1890,9902 +322059210,20150203T000000,425000.0,3,2.5,2650,144183,1.0,0,0,3,8,2650,0,1967,0,98042,47.4212,-122.144,1940,41210 +9551201560,20140722T000000,760000.0,2,1.0,1410,3600,1.5,0,0,4,7,1310,100,1925,0,98103,47.6695,-122.338,1740,4200 +7202330330,20140814T000000,447000.0,3,2.5,1650,3076,2.0,0,0,3,7,1650,0,2003,0,98053,47.682,-122.035,1560,3064 +5153900150,20140708T000000,205000.0,3,1.0,1180,8240,1.0,0,0,4,7,1180,0,1967,0,98003,47.3325,-122.321,1180,7840 +1788700230,20140506T000000,191000.0,3,1.5,800,8850,1.0,0,0,4,6,800,0,1959,0,98023,47.3266,-122.348,820,8775 +49000051,20150316T000000,350000.0,2,1.75,1430,7921,1.0,0,0,3,7,1430,0,1983,0,98146,47.5088,-122.371,1290,8040 +3343301393,20150330T000000,789888.0,5,3.5,3300,7860,2.0,0,0,3,9,2410,890,2001,0,98006,47.5463,-122.192,2540,9920 +2832100215,20150323T000000,443000.0,2,1.0,1220,10170,1.0,0,0,3,7,980,240,1948,0,98125,47.7297,-122.327,1990,9064 +1980200015,20140929T000000,695000.0,4,3.5,3530,7202,2.0,0,0,3,9,2660,870,2000,0,98177,47.7339,-122.36,2810,8100 +1825049013,20150213T000000,560000.0,4,2.0,1380,4048,1.5,0,0,4,7,1380,0,1906,0,98103,47.6583,-122.344,1440,3956 +7550800015,20140714T000000,550000.0,3,1.75,1410,5000,1.0,0,0,4,7,810,600,1923,0,98107,47.6727,-122.395,1760,5000 +8682230760,20140724T000000,850000.0,2,2.5,3360,6750,2.0,0,0,3,9,3360,0,2004,0,98053,47.7112,-122.033,2510,6750 +8645511500,20150420T000000,352750.0,4,2.75,2270,24237,1.0,0,0,4,7,1360,910,1977,0,98058,47.4672,-122.175,2050,8016 +8567450220,20140818T000000,550000.0,4,2.5,2890,9045,2.0,0,0,3,8,2890,0,2001,0,98019,47.7385,-121.965,2840,10114 +1556200205,20141118T000000,774900.0,5,1.0,1750,3861,1.5,0,0,3,7,1750,0,1903,0,98122,47.6075,-122.295,1700,4255 +9476200580,20140710T000000,250000.0,3,1.0,1010,8711,1.0,0,0,5,6,1010,0,1944,0,98056,47.4914,-122.186,1250,8053 +8965410150,20140825T000000,962800.0,4,2.5,3780,23623,2.0,0,0,3,9,3780,0,1997,0,98006,47.559,-122.118,3370,10210 +5031300011,20141104T000000,299500.0,3,1.75,1880,11700,1.0,0,0,4,7,1880,0,1968,0,98092,47.3213,-122.187,2230,35200 +5101408735,20141103T000000,250000.0,2,1.0,800,5220,1.0,0,0,3,6,800,0,1943,0,98125,47.7037,-122.32,1910,5376 +2623069010,20150116T000000,745000.0,5,4.0,4720,493534,2.0,0,0,5,9,3960,760,1975,0,98027,47.4536,-122.009,2160,219542 +2624089040,20150217T000000,279475.0,2,1.0,1060,10600,1.5,0,0,3,6,1060,0,1968,0,98065,47.5375,-121.742,1560,21344 +3345700165,20141202T000000,450000.0,3,2.25,2530,27227,2.0,0,0,3,8,2530,0,1987,0,98056,47.527,-122.193,2160,30192 +379000051,20140826T000000,307700.0,5,2.25,1980,13132,1.0,0,0,4,7,1260,720,1962,0,98198,47.3984,-122.301,1880,11325 +871000155,20141211T000000,665000.0,3,1.0,1650,5102,1.0,0,0,4,8,1300,350,1953,0,98199,47.6524,-122.404,1440,5102 +7852020580,20140724T000000,375000.0,3,2.75,1890,3930,2.0,0,0,3,8,1890,0,1999,0,98065,47.5337,-121.867,2100,4259 +7298050110,20150303T000000,420000.0,4,2.5,3360,11637,2.0,0,0,3,11,3360,0,1990,0,98023,47.3018,-122.342,3530,11205 +2114700615,20140708T000000,148000.0,2,1.0,630,4200,1.0,0,0,3,6,630,0,1930,0,98106,47.5329,-122.348,970,4200 +809001965,20140729T000000,707000.0,3,1.5,1980,4000,2.0,0,0,3,8,1980,0,1919,0,98109,47.6364,-122.351,1980,3600 +9557200090,20141112T000000,399000.0,3,1.0,990,4250,1.0,0,0,4,7,840,150,1924,0,98136,47.5392,-122.39,990,4500 +5126210360,20141022T000000,570000.0,4,2.5,3420,115434,2.0,0,0,3,9,3420,0,1989,0,98038,47.3932,-121.988,3250,111513 +3528000210,20150323T000000,853000.0,4,2.25,3440,35025,2.0,0,0,3,10,3440,0,1988,0,98053,47.6674,-122.055,3210,35005 +424059052,20141222T000000,400000.0,3,1.0,1300,14138,1.0,0,0,4,7,1300,0,1943,0,98005,47.593,-122.165,2440,12196 +594000115,20140512T000000,615000.0,2,1.75,2040,28593,1.5,1,3,4,7,2040,0,1919,1990,98070,47.3979,-122.465,2040,35124 +2207100740,20150106T000000,463000.0,3,1.0,1250,7700,1.0,0,0,4,7,1250,0,1955,0,98007,47.5974,-122.149,1520,7700 +7784000100,20140603T000000,600000.0,4,2.5,1960,14242,1.0,0,1,4,8,1290,670,1958,0,98146,47.4947,-122.369,2490,10907 +3732800495,20141028T000000,429000.0,5,2.5,2720,8120,1.0,0,0,3,7,1360,1360,1970,0,98108,47.557,-122.308,2020,8120 +2025059131,20140904T000000,980000.0,4,4.25,3250,11780,2.0,0,0,3,8,2360,890,1944,2001,98004,47.6322,-122.203,1800,9000 +6699000740,20150421T000000,359500.0,6,3.75,3190,4700,2.0,0,0,3,8,3190,0,2003,0,98042,47.3724,-122.105,2680,5640 +8651610580,20141107T000000,715000.0,4,2.5,2570,7980,2.0,0,0,3,9,2570,0,1998,0,98074,47.6378,-122.065,2760,6866 +5412300100,20150325T000000,240000.0,3,1.75,1420,6984,1.0,0,0,4,7,980,440,1980,0,98030,47.3748,-122.18,1430,7875 +8096600100,20141215T000000,455000.0,4,2.0,2120,9442,1.0,0,0,5,7,1060,1060,1968,0,98011,47.7675,-122.226,1290,9600 +722079015,20141017T000000,610000.0,3,2.5,2080,167270,1.0,0,0,3,7,2080,0,2000,0,98038,47.4032,-121.963,2080,55321 +339350150,20150311T000000,675000.0,3,2.75,2740,5735,2.0,0,0,3,9,2740,0,2004,0,98052,47.6862,-122.093,2210,5026 +2560805440,20150129T000000,283500.0,3,1.75,1250,5375,1.0,0,0,3,7,1250,0,1985,0,98198,47.3787,-122.323,1320,6258 +7131300047,20140826T000000,235000.0,2,1.0,2150,4500,1.5,0,0,3,7,1260,890,1917,0,98118,47.5158,-122.267,1590,5010 +3459600180,20140626T000000,827000.0,4,2.5,3230,12100,1.0,0,0,3,9,1870,1360,1977,0,98006,47.562,-122.146,2670,10200 +7663700663,20140910T000000,353000.0,2,1.0,860,8511,1.0,0,0,3,7,860,0,1949,0,98125,47.7312,-122.3,1554,8499 +5415350770,20140923T000000,747500.0,4,2.5,2810,11902,2.0,0,0,4,9,2810,0,1993,0,98059,47.5303,-122.143,2990,10754 +3083000940,20150412T000000,341000.0,2,1.0,1040,4000,1.0,0,0,3,6,1040,0,1914,0,98144,47.5753,-122.303,1740,4000 +1670400090,20141124T000000,182000.0,3,1.0,1160,18055,1.0,0,0,2,5,1160,0,1950,0,98168,47.4772,-122.269,1340,10324 +2781250610,20141202T000000,250000.0,3,2.0,1470,2781,2.0,0,0,3,6,1470,0,2003,0,98038,47.349,-122.024,1360,3008 +3764500090,20140521T000000,655000.0,4,3.5,2350,13402,2.0,0,3,3,8,1670,680,1994,0,98033,47.6947,-122.19,2250,9474 +7401000040,20140507T000000,405000.0,3,2.25,1660,8307,1.0,0,0,4,8,1660,0,1961,0,98133,47.7575,-122.352,2510,7800 +4323700230,20140818T000000,390000.0,4,1.75,2020,9750,1.0,0,0,3,7,1100,920,1975,0,98074,47.6192,-122.055,1670,9600 +3500100047,20141008T000000,275400.0,2,1.0,890,8180,1.0,0,0,3,7,890,0,1947,0,98155,47.737,-122.3,1130,8180 +3885807362,20140604T000000,791000.0,3,2.25,2430,5500,2.0,0,0,3,8,1810,620,1989,0,98033,47.6812,-122.196,2040,5500 +7199340650,20140508T000000,424500.0,3,1.75,1460,7700,1.0,0,0,3,7,1460,0,1979,0,98052,47.6981,-122.127,1720,7280 +5014000120,20140617T000000,430000.0,3,1.0,980,7200,1.0,0,0,4,7,980,0,1950,0,98116,47.5718,-122.395,1180,6572 +3758900037,20150505T000000,865000.0,4,2.5,2580,10631,2.0,0,2,4,9,2580,0,1992,0,98033,47.6993,-122.206,4220,10631 +2724201202,20150304T000000,163000.0,2,2.0,1250,7543,1.0,0,0,3,7,1250,0,1962,0,98198,47.4051,-122.296,1250,7506 +7855600730,20140908T000000,920000.0,4,2.75,3140,9085,1.0,0,2,5,8,1570,1570,1961,0,98006,47.5675,-122.16,2430,9350 +7151700360,20141211T000000,1028950.0,5,3.25,2680,3011,2.0,0,0,3,9,1870,810,1910,2014,98122,47.6115,-122.287,3440,5165 +3811300090,20140724T000000,325000.0,3,1.75,1810,8048,1.0,0,0,4,7,1290,520,1983,0,98055,47.4484,-122.194,1550,9081 +538000450,20140603T000000,315000.0,5,2.5,2090,4698,2.0,0,0,3,7,2090,0,1998,0,98038,47.3538,-122.025,2070,4698 +6303400475,20140911T000000,227000.0,4,1.0,1120,8763,1.0,0,0,3,6,1120,0,1971,0,98146,47.508,-122.358,1120,8636 +3388110230,20140729T000000,179000.0,4,1.75,1790,7175,1.5,0,0,3,6,1410,380,1900,0,98168,47.4963,-122.318,1790,8417 +9834201215,20141009T000000,276000.0,2,1.0,870,2676,1.0,0,0,3,7,820,50,2004,0,98144,47.5702,-122.287,1500,1719 +844000375,20150303T000000,335000.0,4,1.5,3160,19745,1.5,0,0,4,6,1840,1320,1968,0,98010,47.3103,-122.006,1540,8611 +3816700150,20141114T000000,430000.0,3,2.0,2350,12480,1.0,0,0,3,7,1600,750,1981,0,98028,47.7661,-122.262,2160,12000 +7237301210,20141118T000000,266490.0,3,2.5,1810,4113,2.0,0,0,3,7,1810,0,2004,0,98042,47.3715,-122.126,1880,4465 +130000175,20140806T000000,655000.0,4,2.75,3160,8197,1.0,0,0,3,8,1580,1580,1962,0,98115,47.7004,-122.287,2050,8197 +9468200175,20141114T000000,635500.0,3,2.0,1660,3600,1.0,0,0,3,7,1000,660,1939,2006,98103,47.6789,-122.351,1700,4356 +8643200061,20140626T000000,235000.0,5,2.5,2500,9583,1.0,0,0,3,7,1300,1200,1979,0,98198,47.3946,-122.312,2120,19352 +7805460760,20150427T000000,885000.0,3,2.5,2880,11443,2.0,0,0,4,9,2880,0,1986,0,98006,47.5633,-122.111,2840,12530 +6713700155,20140818T000000,352500.0,3,1.0,1470,8400,1.0,0,0,4,7,1470,0,1953,0,98133,47.7628,-122.354,1470,8400 +3236500220,20140709T000000,450000.0,3,2.5,1460,7573,2.0,0,0,3,8,1460,0,1983,0,98007,47.6012,-122.141,1910,7668 +3625049042,20141011T000000,3635000.0,5,6.0,5490,19897,2.0,0,0,3,12,5490,0,2005,0,98039,47.6165,-122.236,2910,17600 +7935000450,20140919T000000,1050000.0,3,2.25,2480,15022,1.0,0,4,3,9,1330,1150,1967,2003,98136,47.5497,-122.396,2500,8178 +1324300018,20141121T000000,476000.0,2,2.25,1140,1332,3.0,0,0,3,8,1140,0,1999,0,98103,47.6543,-122.356,1140,1267 +4123820450,20140507T000000,375000.0,3,2.5,1830,13042,2.0,0,0,3,8,1830,0,1990,0,98038,47.3738,-122.042,1940,6996 +9325200120,20140909T000000,600600.0,4,3.5,3110,6829,2.0,0,0,3,8,3110,0,2014,0,98148,47.4349,-122.328,2910,7425 +3918400097,20141117T000000,567000.0,4,1.75,2630,11213,1.0,0,2,4,8,1430,1200,1948,0,98177,47.7158,-122.366,2240,15186 +8126300410,20140725T000000,650000.0,4,1.75,2390,12000,1.0,0,0,3,8,1470,920,1979,0,98052,47.7061,-122.163,2110,12000 +7227800040,20140604T000000,190000.0,5,2.0,1750,10284,1.0,0,0,4,5,1750,0,1943,0,98056,47.5094,-122.182,1560,9010 +1020069042,20141001T000000,858000.0,4,3.5,4370,422967,1.0,0,2,4,10,2580,1790,1978,0,98022,47.2332,-122.029,3260,422967 +3213200245,20150115T000000,435500.0,1,1.75,1020,4512,1.0,0,0,3,7,770,250,1937,0,98115,47.6724,-122.266,1230,5029 +455000760,20150311T000000,685000.0,3,2.0,2500,6733,1.0,0,0,3,8,1770,730,1979,0,98107,47.6691,-122.36,1770,6343 +104510230,20141119T000000,252000.0,3,2.0,1540,7210,2.0,0,0,4,7,1540,0,1984,0,98023,47.3128,-122.351,1500,7210 +4140090110,20140912T000000,512500.0,4,2.25,2200,6900,2.0,0,0,4,8,2200,0,1975,0,98028,47.7682,-122.261,2400,6900 +6072500490,20140801T000000,423800.0,3,2.5,1940,7415,2.0,0,0,3,8,1940,0,1965,0,98006,47.542,-122.176,1940,8425 +6705120100,20150504T000000,460000.0,3,2.25,1453,2225,2.0,0,0,4,8,1453,0,1986,0,98006,47.5429,-122.188,1860,2526 +3764390100,20140722T000000,434000.0,3,2.75,1830,3200,2.0,0,0,3,8,1830,0,1991,0,98034,47.7155,-122.218,2030,3331 +2988800011,20150414T000000,244000.0,3,1.0,2000,15900,1.0,0,0,3,6,1000,1000,1948,0,98178,47.4816,-122.233,1760,10500 +1073100065,20150217T000000,348125.0,3,1.0,1400,8451,1.5,0,0,3,7,1400,0,1953,0,98133,47.7719,-122.337,1590,8433 +1136100062,20140509T000000,585000.0,4,3.25,2400,29252,2.0,0,0,4,8,2400,0,1982,0,98072,47.743,-122.131,2280,45000 +3356402020,20140508T000000,230000.0,3,1.0,1390,16000,1.0,0,0,4,6,1390,0,1960,0,98001,47.2898,-122.251,1420,10000 +8039900180,20140805T000000,450000.0,3,2.0,1680,11250,1.0,0,0,4,8,1680,0,1967,0,98045,47.4861,-121.786,1760,12160 +4174600391,20150323T000000,393000.0,5,2.0,1820,5054,1.0,0,0,4,7,910,910,1970,0,98108,47.5547,-122.299,1180,5628 +6865200981,20141221T000000,517000.0,2,1.0,1140,3750,1.0,0,0,4,7,1140,0,1925,0,98103,47.6619,-122.343,1660,4000 +1236900090,20140915T000000,400000.0,3,1.0,1060,12690,1.0,0,0,3,7,1060,0,1969,0,98033,47.6736,-122.167,1920,10200 +925069152,20150304T000000,890000.0,2,1.75,3050,50965,2.0,0,0,3,10,3050,0,1991,0,98053,47.6744,-122.05,3050,40107 +9456200405,20150310T000000,205950.0,3,1.0,970,11963,1.0,0,0,4,6,970,0,1970,0,98198,47.3776,-122.315,1210,11963 +2420069220,20141203T000000,209000.0,3,1.0,1320,3954,1.5,0,0,3,6,1320,0,1912,2014,98022,47.202,-121.994,1270,5184 +6381501965,20140612T000000,430000.0,4,1.75,1890,6000,1.0,0,0,4,6,1110,780,1947,0,98125,47.7274,-122.305,1560,6356 +9191201325,20150301T000000,534000.0,4,1.75,2040,2750,1.5,0,0,4,6,1260,780,1926,0,98105,47.6698,-122.3,1940,3750 +9547202245,20140627T000000,735000.0,4,3.0,2370,3672,1.5,0,0,5,7,1650,720,1916,0,98115,47.678,-122.311,2140,4182 +1924069115,20150224T000000,873000.0,3,2.25,2720,54450,2.0,0,0,3,11,2720,0,1997,0,98027,47.5473,-122.092,3170,60548 +8121200970,20141118T000000,475000.0,4,2.25,1970,7532,1.0,0,0,3,8,1390,580,1983,0,98052,47.7219,-122.109,1970,8248 +323049176,20140530T000000,325000.0,3,1.75,2180,10230,1.0,0,0,4,7,1090,1090,1961,0,98118,47.5158,-122.281,2130,7200 +826079047,20140814T000000,500000.0,3,2.25,2990,216057,2.0,0,0,3,9,2990,0,1994,0,98019,47.754,-121.942,2840,215622 +8078550610,20150120T000000,279000.0,4,2.75,2180,8475,1.0,0,0,4,7,1330,850,1987,0,98031,47.4045,-122.174,1500,7140 +3904930530,20150414T000000,350000.0,3,2.0,1440,5469,1.0,0,0,3,8,1440,0,1988,0,98029,47.5753,-122.017,1980,6198 +7504020970,20150421T000000,660000.0,4,2.25,3180,13653,2.0,0,0,3,9,3180,0,1978,0,98074,47.6316,-122.05,2910,12350 +8642600090,20150218T000000,324950.0,2,1.5,1643,14616,1.0,0,1,4,7,1643,0,1954,0,98198,47.3973,-122.312,2270,9940 +2239000011,20150127T000000,500000.0,4,2.0,1530,7816,1.0,0,0,3,7,1530,0,1955,0,98133,47.7309,-122.332,1480,7816 +9382200121,20140718T000000,187300.0,2,1.0,1310,7697,1.0,0,0,3,6,850,460,1950,0,98146,47.4982,-122.348,1270,6410 +7942601475,20140520T000000,345600.0,5,3.5,2800,5120,2.5,0,0,3,9,2800,0,1903,2005,98122,47.6059,-122.31,1780,5120 +7375300100,20141124T000000,400000.0,3,1.5,1510,7642,1.0,0,0,3,7,1510,0,1959,0,98008,47.5978,-122.116,2180,8357 +7974200457,20150122T000000,935000.0,5,3.0,2700,5001,2.0,0,0,3,10,2700,0,2009,0,98115,47.6811,-122.288,1610,5191 +923059206,20140715T000000,374000.0,4,1.75,2220,15600,1.0,0,0,5,7,1140,1080,1963,0,98056,47.492,-122.166,1670,4800 +782700150,20140609T000000,328000.0,3,1.75,1440,45302,2.0,0,0,3,7,1440,0,1977,0,98019,47.7078,-121.915,2080,49658 +2144800146,20140826T000000,257500.0,3,2.0,1300,9334,1.0,0,0,5,7,1300,0,1981,0,98178,47.4865,-122.238,2210,9636 +1337800220,20140908T000000,1003000.0,4,2.5,2230,3600,2.0,0,0,5,8,1630,600,1906,0,98112,47.6304,-122.309,2410,4800 +3530410081,20140626T000000,216500.0,2,1.75,1390,4482,1.0,0,0,4,8,1390,0,1980,0,98198,47.3785,-122.32,1390,4680 +1525059198,20140521T000000,1185000.0,3,2.25,2760,40946,2.0,0,0,5,10,2760,0,1978,0,98005,47.6501,-122.164,3030,42253 +8665000040,20140730T000000,360000.0,4,2.5,3200,7282,2.0,0,0,3,9,3200,0,2007,0,98188,47.4318,-122.286,3030,7290 +5016001619,20150122T000000,699999.0,3,0.75,1240,4000,1.0,0,0,4,7,1240,0,1968,0,98112,47.6239,-122.297,1460,4000 +826069184,20141002T000000,535000.0,3,2.5,1960,47044,2.0,0,0,4,8,1960,0,1978,0,98077,47.7573,-122.07,2020,29004 +123039147,20150319T000000,464950.0,3,2.0,2190,19800,1.0,0,0,3,7,2190,0,1994,0,98146,47.5106,-122.365,1640,9719 +8089510150,20141202T000000,925000.0,4,2.5,3540,18168,2.0,0,0,3,10,3540,0,1996,0,98006,47.5441,-122.131,4130,11180 +8818400450,20140508T000000,930000.0,3,3.25,2640,4080,2.0,0,0,3,9,1840,800,1912,2000,98105,47.6636,-122.326,1990,4080 +6324000115,20140922T000000,727500.0,3,2.0,2660,5000,1.5,0,3,3,8,1940,720,1910,0,98116,47.5829,-122.382,2270,5000 +1133000694,20150312T000000,325000.0,4,1.75,1670,9500,1.0,0,0,3,7,1670,0,1976,0,98125,47.7254,-122.31,1620,9500 +4441300325,20140905T000000,695000.0,3,3.25,3080,12100,2.0,0,0,3,8,2080,1000,1984,0,98117,47.695,-122.399,2100,6581 +3288301010,20140625T000000,585000.0,4,2.75,2890,6825,1.0,0,0,3,8,1560,1330,1973,0,98034,47.734,-122.182,1900,10120 +8125200481,20140926T000000,319000.0,3,2.25,1800,9597,1.0,0,2,3,7,1200,600,1963,0,98188,47.4516,-122.267,1700,13502 +8857600540,20150106T000000,265000.0,6,2.5,2000,7650,1.5,0,0,4,7,1790,210,1960,0,98032,47.3841,-122.288,1710,7650 +1901600090,20140626T000000,359000.0,5,1.75,1940,6654,1.5,0,0,4,7,1940,0,1953,0,98166,47.4663,-122.359,2300,9500 +1901600090,20150426T000000,390000.0,5,1.75,1940,6654,1.5,0,0,4,7,1940,0,1953,0,98166,47.4663,-122.359,2300,9500 +9144300120,20150128T000000,374500.0,3,1.0,960,9531,1.0,0,0,5,7,960,0,1969,0,98072,47.7619,-122.162,1670,9250 +3401700031,20140822T000000,661000.0,2,1.5,1750,46173,2.0,0,0,4,8,1750,0,1964,0,98072,47.7397,-122.126,2220,42224 +5332200375,20141203T000000,900000.0,3,2.5,2320,5000,2.0,0,0,3,8,1620,700,1907,1993,98112,47.6278,-122.292,2160,5000 +8582400015,20150413T000000,600000.0,5,2.5,2380,8204,1.0,0,0,3,8,1540,840,1957,0,98115,47.7,-122.287,2270,8204 +4131900042,20140516T000000,2000000.0,5,4.25,6490,10862,2.0,0,3,4,11,3940,2550,1991,0,98040,47.5728,-122.205,3290,14080 +3964400120,20150508T000000,512500.0,4,1.75,1620,4240,1.5,0,0,5,7,1620,0,1916,0,98144,47.5746,-122.311,1450,4240 +2212600040,20140604T000000,229500.0,3,1.75,1770,33224,1.0,0,0,4,8,1770,0,1968,0,98092,47.3377,-122.194,1690,22069 +8562750300,20140731T000000,589000.0,3,2.5,2320,5663,2.0,0,0,3,8,2320,0,2003,0,98027,47.539,-122.07,2500,4500 +2705600067,20150323T000000,539950.0,3,2.5,1330,2183,3.0,0,0,3,8,1330,0,2014,0,98117,47.6987,-122.365,1310,5000 +3023049143,20141020T000000,640000.0,4,2.5,3420,21344,2.0,0,0,3,9,3420,0,2002,0,98166,47.45,-122.334,2110,21344 +8944300110,20150108T000000,218250.0,3,1.0,1270,7344,1.0,0,0,3,7,970,300,1967,0,98023,47.305,-122.371,1290,7300 +7277100395,20150225T000000,675000.0,4,3.5,2550,3600,2.0,0,2,3,8,1880,670,1997,0,98177,47.7709,-122.39,2090,6000 +9407001830,20140717T000000,338000.0,5,2.0,1860,9000,2.0,0,0,3,7,1860,0,1980,0,98045,47.4484,-121.772,1390,9752 +4406000620,20150331T000000,231750.0,3,1.0,1020,7615,1.0,0,0,3,7,1020,0,1981,0,98058,47.4292,-122.152,1470,9515 +2414600366,20141114T000000,199900.0,1,1.0,720,7140,1.0,0,0,3,6,720,0,1930,0,98146,47.5119,-122.339,1140,7577 +98000870,20141001T000000,1059000.0,4,3.5,4460,16271,2.0,0,2,3,11,4460,0,2001,0,98075,47.5862,-121.97,4540,17122 +9211500230,20141002T000000,263000.0,4,2.75,1830,7315,1.0,0,0,5,7,1250,580,1979,0,98023,47.2989,-122.38,1730,7208 +3600600065,20140820T000000,279950.0,3,1.5,1520,7200,1.0,0,0,4,7,1160,360,1990,0,98198,47.3855,-122.302,1460,7200 +7177300090,20140520T000000,395000.0,3,1.5,1080,2940,1.5,0,0,4,7,1080,0,1920,0,98115,47.6832,-122.304,1400,4930 +6664900410,20140626T000000,252500.0,3,2.0,1900,8002,1.0,0,0,3,7,1900,0,1991,0,98023,47.2909,-122.352,1900,6086 +1853000530,20150312T000000,1150000.0,4,3.75,5300,37034,2.0,0,0,3,11,5300,0,1989,0,98077,47.7283,-122.076,3730,37034 +3751604653,20140826T000000,205000.0,3,1.0,1370,10708,1.0,0,0,3,7,1370,0,1969,0,98001,47.2769,-122.264,1770,14482 +8563001130,20140828T000000,654000.0,5,2.5,2960,8968,1.0,0,0,4,8,1640,1320,1965,0,98008,47.6233,-122.102,1890,9077 +1324079029,20150317T000000,200000.0,3,1.0,960,213008,1.0,0,0,2,6,960,0,1933,0,98024,47.5621,-121.862,1520,57499 +1236300214,20140722T000000,700000.0,3,2.5,2190,7982,2.0,0,0,3,8,2190,0,2004,0,98033,47.6869,-122.187,2090,8888 +2525049086,20141003T000000,2720000.0,4,3.25,3990,18115,2.0,0,0,4,11,3990,0,1989,0,98039,47.6177,-122.229,3450,16087 +8822900115,20141209T000000,306000.0,2,1.75,1200,2622,1.0,0,0,5,7,800,400,1956,0,98125,47.7175,-122.292,1310,1926 +3832080610,20150406T000000,270000.0,3,2.5,1780,5015,2.0,0,0,3,7,1780,0,2010,0,98042,47.3352,-122.052,2010,5250 +1657300450,20141029T000000,340000.0,3,2.25,2630,9916,2.0,0,0,4,9,2630,0,1988,0,98092,47.3314,-122.202,2470,10810 +1151100035,20140611T000000,450000.0,4,2.5,2300,19250,1.0,0,0,4,7,2300,0,1955,0,98045,47.4793,-121.776,1460,19250 +3876311490,20140724T000000,580000.0,4,2.75,3210,6825,1.0,0,0,5,7,1810,1400,1975,0,98034,47.7338,-122.169,1840,8000 +9297300590,20141103T000000,435000.0,4,1.75,2290,4400,1.0,0,3,3,7,1290,1000,1959,0,98126,47.5698,-122.375,1820,4000 +3260350100,20140818T000000,690000.0,4,2.5,2780,4688,2.0,0,0,3,9,2780,0,2003,0,98059,47.5225,-122.156,3000,6029 +3886902615,20140617T000000,720000.0,4,2.5,2650,11520,2.0,0,0,3,8,2110,540,1988,0,98033,47.683,-122.187,2000,7680 +2193300620,20150217T000000,403000.0,3,2.25,1840,13020,1.0,0,0,3,8,1390,450,1980,0,98052,47.6923,-122.095,2210,13020 +7016100120,20140612T000000,440000.0,3,2.75,1560,7392,1.0,0,0,5,7,1030,530,1972,0,98011,47.7382,-122.182,1870,7520 +8857600220,20141023T000000,178500.0,3,1.0,1200,8470,1.0,0,0,5,7,1200,0,1961,0,98032,47.3864,-122.287,1200,7952 +1645000580,20141002T000000,270000.0,4,2.5,1900,8282,1.0,0,0,3,7,1900,0,1968,1997,98022,47.2089,-122.003,1420,8350 +4337600205,20141112T000000,129888.0,2,1.0,710,9900,1.0,0,0,3,6,710,0,1943,0,98166,47.479,-122.339,1070,9900 +1545805730,20150218T000000,260000.0,3,1.75,1360,15210,1.0,0,0,3,7,1360,0,1987,0,98038,47.3657,-122.047,1610,7800 +8650100120,20140829T000000,339950.0,5,2.5,2990,7292,2.0,0,0,4,8,2990,0,1990,0,98042,47.3604,-122.091,2150,8190 +4047200820,20140822T000000,250000.0,3,1.0,1640,26127,2.0,0,0,3,6,1640,0,1975,0,98019,47.7656,-121.905,1620,25788 +1822059156,20150114T000000,680000.0,3,3.5,3650,103672,1.0,0,0,3,10,2050,1600,2011,0,98031,47.4002,-122.217,2550,16140 +8812401450,20141229T000000,660000.0,10,3.0,2920,3745,2.0,0,0,4,7,1860,1060,1913,0,98105,47.6635,-122.32,1810,3745 +1854750090,20140716T000000,1225000.0,3,3.5,3680,11491,2.0,0,2,3,11,3680,0,1999,0,98007,47.5647,-122.128,3710,10030 +6071200455,20140523T000000,550000.0,3,2.0,1830,9152,1.0,0,0,5,8,1830,0,1959,0,98006,47.5531,-122.181,1770,9220 +6790200110,20150102T000000,675000.0,5,2.75,2570,12906,2.0,0,0,3,8,2570,0,1987,0,98075,47.5814,-122.05,2580,12927 +6710100131,20150410T000000,981000.0,3,3.25,2730,9588,2.0,0,1,3,10,1900,830,1984,0,98052,47.6339,-122.09,2730,12736 +8856004415,20150325T000000,168000.0,3,1.0,1150,8000,1.5,0,0,4,6,1150,0,1913,1957,98001,47.2749,-122.252,1170,9600 +3276940100,20140522T000000,1000000.0,4,3.0,4260,18687,2.0,0,0,3,11,4260,0,1996,0,98075,47.5874,-121.982,3490,16772 +9407100300,20150401T000000,320000.0,3,1.0,1260,9600,1.0,0,0,3,7,1260,0,1970,1995,98045,47.4444,-121.762,1530,9790 +1224049095,20150204T000000,959000.0,6,3.25,4440,17424,1.0,0,1,4,9,2220,2220,1959,0,98040,47.5791,-122.23,2660,10768 +7899800586,20150409T000000,372000.0,4,1.0,2300,7680,1.0,0,0,3,7,1270,1030,1959,0,98106,47.524,-122.359,1840,5120 +2607730110,20140707T000000,391500.0,3,2.5,1920,9625,2.0,0,0,3,8,1920,0,1993,0,98045,47.4876,-121.8,1920,10343 +1781500180,20150327T000000,390000.0,2,1.0,1080,4725,1.5,0,0,3,7,1080,0,1944,0,98126,47.5275,-122.381,1520,4961 +2341800195,20141106T000000,302000.0,2,1.0,890,5000,1.0,0,0,4,6,890,0,1947,0,98118,47.5526,-122.287,1160,5000 +52000067,20141103T000000,495000.0,3,3.5,1650,1577,2.0,0,0,3,7,1100,550,2012,0,98109,47.6302,-122.344,1580,1280 +1972202023,20140904T000000,504500.0,3,2.5,1820,1545,3.0,0,2,3,8,1640,180,1998,0,98103,47.6523,-122.346,1440,1290 +2919700540,20150318T000000,555000.0,4,1.75,2320,4800,1.5,0,0,3,7,2170,150,1918,0,98117,47.6893,-122.365,1390,4800 +6613000375,20150317T000000,1550000.0,4,3.5,3260,5000,2.0,0,0,5,9,2630,630,1937,0,98105,47.6598,-122.273,2600,5000 +2391600735,20140909T000000,550000.0,3,1.5,1730,5750,1.0,0,0,3,7,1250,480,1947,0,98116,47.5645,-122.397,1370,5750 +1337300145,20140721T000000,1800000.0,4,2.5,3320,8325,2.5,0,0,5,10,3320,0,1905,0,98112,47.6263,-122.314,3680,6050 +9164100035,20150429T000000,655000.0,1,1.0,1660,5422,1.0,0,0,4,7,830,830,1908,0,98117,47.6821,-122.388,1100,5356 +821069025,20150213T000000,685000.0,3,2.5,3290,90796,2.0,0,0,4,10,3290,0,1992,0,98042,47.3154,-122.079,2700,55023 +1566100555,20150501T000000,721000.0,4,2.0,2280,8339,1.0,0,0,4,7,1220,1060,1954,0,98115,47.6986,-122.297,1970,8340 +2397100705,20140714T000000,1518630.0,4,4.25,3650,5328,1.5,0,0,3,9,2330,1320,1907,2014,98119,47.638,-122.362,1710,3600 +822069066,20150223T000000,365000.0,4,2.5,1620,219542,2.0,0,0,3,7,1620,0,1980,0,98038,47.4014,-122.069,2240,217800 +3834000820,20140613T000000,458000.0,3,2.0,2020,8555,1.0,0,0,4,7,1220,800,1957,0,98125,47.7278,-122.287,1600,8148 +1432700880,20150409T000000,280000.0,2,1.0,1150,12861,1.0,0,0,3,6,1150,0,1959,0,98058,47.4493,-122.171,1170,7574 +3658700395,20150409T000000,628000.0,4,1.75,1940,3060,1.0,0,0,4,7,1000,940,1911,0,98115,47.6786,-122.317,1320,3060 +1564000410,20150218T000000,781500.0,4,2.5,3440,6332,2.0,0,0,3,10,3440,0,2001,0,98059,47.5347,-122.155,3310,6528 +984100450,20140624T000000,295000.0,3,1.75,2000,7560,1.0,0,0,4,7,1300,700,1968,0,98058,47.4346,-122.171,1900,8301 +4449800063,20150403T000000,435000.0,2,1.0,750,2786,1.0,0,0,5,7,750,0,1947,0,98117,47.6892,-122.393,1700,4653 +7694600201,20150322T000000,300000.0,3,1.75,1420,7200,1.0,0,0,3,7,1000,420,1979,0,98146,47.5069,-122.367,1550,8640 +844001145,20150326T000000,208500.0,2,1.0,880,4814,1.0,0,0,4,5,880,0,1906,0,98010,47.3107,-121.999,1010,6160 +8682281960,20140603T000000,930000.0,2,2.5,2680,11214,1.0,0,0,3,9,2680,0,2006,0,98053,47.7078,-122.019,2305,6908 +1604600790,20150211T000000,316000.0,2,2.0,860,3000,1.0,0,0,3,6,860,0,1906,0,98118,47.5633,-122.288,1290,3500 +1796380330,20140623T000000,249900.0,3,2.0,1310,6738,1.0,0,0,4,7,1310,0,1990,0,98042,47.3694,-122.083,1290,8067 +3416600490,20140731T000000,675000.0,3,2.25,1780,4252,2.0,0,0,4,8,1540,240,1989,0,98144,47.6004,-122.292,2220,4000 +3904901520,20141030T000000,447000.0,3,2.25,1440,4667,2.0,0,0,3,7,1440,0,1985,0,98029,47.5662,-122.017,1610,4756 +1556200155,20150417T000000,675000.0,3,2.0,1510,3817,1.5,0,0,3,8,1510,0,1905,1994,98122,47.6088,-122.294,1510,3817 +567000401,20150421T000000,546000.0,4,2.5,2100,1397,3.0,0,0,3,8,1580,520,2008,0,98144,47.5928,-122.295,1490,1201 +6450300673,20141231T000000,310000.0,3,2.0,1310,1361,3.0,0,0,3,7,1310,0,2003,0,98133,47.7337,-122.343,1370,1608 +4440400155,20150106T000000,190000.0,3,1.0,1280,5100,1.0,0,0,3,7,880,400,1961,0,98178,47.5035,-122.259,1360,6120 +2450000165,20140618T000000,650000.0,3,1.5,1320,8114,1.0,0,0,3,8,1320,0,1951,0,98004,47.5827,-122.195,2110,8114 +9828701605,20141002T000000,585000.0,3,2.5,1740,2350,2.0,0,0,3,8,1130,610,1995,0,98112,47.6207,-122.297,1740,3201 +856000985,20141106T000000,1430800.0,4,2.5,2910,7364,2.0,0,0,3,10,2910,0,2003,0,98033,47.6906,-122.213,2480,8400 +7504100360,20150112T000000,565000.0,4,2.5,2500,12090,1.0,0,0,3,9,2500,0,1983,0,98074,47.6346,-122.045,3380,12760 +7883606725,20141111T000000,174900.0,3,1.0,1100,6000,1.5,0,0,2,6,1100,0,1926,0,98108,47.5279,-122.318,960,5880 +2926049564,20140924T000000,360000.0,3,2.25,1381,1180,3.0,0,0,3,8,1381,0,2007,0,98125,47.711,-122.32,1381,1180 +7418700040,20150429T000000,234000.0,3,1.0,960,9624,1.0,0,0,3,7,960,0,1953,0,98155,47.7758,-122.301,1540,9624 +3756900027,20141125T000000,575000.0,8,3.0,3840,15990,1.0,0,0,3,7,2530,1310,1961,0,98034,47.7111,-122.211,1380,8172 +7237300610,20150303T000000,315000.0,3,2.5,2200,5954,2.0,0,0,3,7,2200,0,2004,0,98042,47.3709,-122.125,2200,5046 +1312900180,20150325T000000,225000.0,3,1.0,1250,7820,1.0,0,0,3,7,1250,0,1967,0,98001,47.3397,-122.291,1300,7920 +3824100211,20140626T000000,370000.0,3,1.5,2380,14500,1.0,0,0,4,7,1850,530,1961,0,98028,47.7714,-122.256,1830,13600 +455000395,20140523T000000,606000.0,3,1.0,1500,3920,1.0,0,0,3,7,1000,500,1947,0,98107,47.6718,-122.359,1640,4017 +2472950120,20140603T000000,272500.0,3,2.0,1410,7622,1.0,0,0,4,7,1410,0,1983,0,98058,47.4273,-122.147,1830,8330 +7977201709,20150323T000000,475000.0,3,1.75,1680,3420,1.0,0,0,3,7,960,720,1992,0,98115,47.6855,-122.291,1680,4080 +5095400040,20140605T000000,270000.0,3,1.0,1500,13500,1.0,0,0,4,7,1500,0,1968,0,98059,47.4666,-122.072,1350,13680 +2324039152,20140818T000000,624000.0,4,1.75,2710,9216,1.0,0,0,3,8,1440,1270,1961,0,98126,47.5523,-122.379,1960,6350 +1442300035,20140702T000000,355000.0,3,1.75,1730,7416,1.5,0,0,3,7,1730,0,1954,0,98133,47.76,-122.349,1390,6490 +6145601725,20141104T000000,345000.0,3,1.0,960,3844,1.0,0,0,3,7,960,0,1972,0,98133,47.7027,-122.346,1020,3844 +7137950210,20141120T000000,342000.0,4,2.5,2380,7792,2.0,0,0,3,8,2380,0,1993,0,98092,47.3273,-122.173,2260,7378 +2720069019,20141103T000000,316000.0,3,1.75,1120,98445,1.5,0,2,4,7,1120,0,1917,0,98022,47.1853,-122.017,1620,34200 +1560920040,20140731T000000,539950.0,4,2.5,2960,37430,2.0,0,0,3,9,2960,0,1990,0,98038,47.3988,-122.023,2800,36384 +7812801785,20150218T000000,221347.0,3,2.0,1580,6655,1.0,0,0,3,6,790,790,1944,0,98178,47.4927,-122.248,1090,6655 +8860500300,20140718T000000,330000.0,3,2.5,1870,4657,2.0,0,0,3,8,1870,0,2000,0,98055,47.4615,-122.214,2290,4795 +6142100090,20140718T000000,279000.0,4,2.5,1810,13000,1.0,0,0,4,8,1470,340,1977,0,98022,47.2202,-121.993,1850,13000 +4083302225,20141014T000000,850000.0,4,3.0,2550,3784,1.5,0,0,4,8,1750,800,1900,0,98103,47.6559,-122.338,2100,4560 +2591700037,20150212T000000,746000.0,3,1.75,1910,12321,1.0,0,0,4,7,1100,810,1952,0,98004,47.5995,-122.198,1910,11761 +5458300580,20141001T000000,478000.0,2,2.0,1200,1867,1.0,0,0,3,7,600,600,1924,1998,98109,47.627,-122.345,1790,2221 +3362400650,20150116T000000,820000.0,4,2.75,2420,4635,1.5,0,0,5,7,2420,0,1905,0,98103,47.682,-122.347,1590,3150 +5553300375,20140820T000000,2160000.0,3,3.5,3080,6495,2.0,0,3,3,11,2530,550,1996,2006,98199,47.6321,-122.393,4120,8620 +2024059111,20141023T000000,820000.0,3,3.0,3850,38830,2.0,0,1,3,10,3850,0,2000,0,98006,47.5535,-122.191,2970,14050 +6649900090,20150418T000000,887000.0,3,2.0,3000,22040,2.0,0,2,4,8,2470,530,1942,0,98177,47.7745,-122.368,2600,7947 +3356403400,20140724T000000,159000.0,3,1.0,1360,20000,1.0,0,0,4,7,1360,0,1953,0,98001,47.2861,-122.253,1530,9997 +2771604190,20140617T000000,824000.0,7,4.25,3670,4000,2.0,0,1,3,8,2800,870,1964,0,98199,47.6375,-122.388,2010,4000 +6638900265,20140925T000000,812000.0,4,2.5,2270,5000,2.0,0,0,3,9,2270,0,2014,0,98117,47.6916,-122.37,1210,5000 +8731960540,20141215T000000,242000.0,4,2.5,1750,11400,2.0,0,0,4,7,1750,0,1975,0,98023,47.3149,-122.386,1890,9024 +7853301400,20140520T000000,625000.0,4,2.5,3550,8048,2.0,0,0,3,9,3550,0,2007,0,98065,47.5422,-121.888,3920,7871 +123039176,20141212T000000,399888.0,4,1.0,2370,30200,1.5,0,0,4,7,1570,800,1948,0,98146,47.5108,-122.366,1640,9719 +4178500150,20140922T000000,289000.0,3,2.25,1670,6600,2.0,0,0,4,7,1670,0,1990,0,98042,47.3604,-122.089,1670,6801 +7702600930,20140804T000000,400000.0,3,2.0,1860,12944,1.0,0,0,3,9,1860,0,2002,0,98058,47.4298,-122.102,2500,29279 +3892500150,20140521T000000,1550000.0,3,2.5,4460,26027,2.0,0,0,3,12,4460,0,1992,0,98033,47.6573,-122.173,3770,26027 +6021500970,20140528T000000,345000.0,2,1.0,1080,4000,1.0,0,0,3,7,1080,0,1940,0,98117,47.6902,-122.387,1530,4240 +6021500970,20150407T000000,874950.0,2,1.0,1080,4000,1.0,0,0,3,7,1080,0,1940,0,98117,47.6902,-122.387,1530,4240 +9136100056,20140528T000000,875000.0,3,2.75,2280,4280,1.0,0,0,5,7,1280,1000,1917,0,98103,47.6685,-122.335,1650,4280 +205000120,20150310T000000,628990.0,4,2.5,2540,32647,2.0,0,0,3,9,2540,0,1996,0,98053,47.6324,-121.988,2740,32647 +3019300090,20140723T000000,535000.0,2,3.5,2560,5000,1.0,0,0,4,6,1280,1280,1944,0,98107,47.6681,-122.368,1390,4000 +5492200090,20141007T000000,770126.0,4,2.75,2390,9300,1.0,0,0,3,8,1430,960,1979,0,98004,47.6035,-122.206,1910,9348 +1777600900,20140710T000000,710000.0,4,2.5,2870,8995,1.0,0,0,5,8,1870,1000,1968,0,98006,47.5678,-122.128,2670,9672 +9297301050,20140618T000000,465000.0,3,1.75,1510,4800,1.0,0,2,3,7,860,650,1925,2011,98126,47.5667,-122.372,1510,4800 +5745600040,20140814T000000,359000.0,3,1.75,2200,11520,1.0,0,0,4,7,2200,0,1952,0,98133,47.7659,-122.341,1690,8038 +2114700090,20150301T000000,151000.0,2,0.75,720,5040,1.0,0,0,3,4,720,0,1949,0,98106,47.5323,-122.347,1290,4120 +2597530650,20140815T000000,820000.0,3,2.5,2970,9600,2.0,0,0,3,9,2970,0,1994,0,98006,47.5422,-122.132,2970,9707 +1099600620,20150326T000000,160000.0,3,1.5,960,6497,1.0,0,0,4,7,960,0,1970,0,98023,47.3018,-122.378,1160,7080 +3693901720,20140701T000000,535000.0,4,1.75,1420,5000,1.5,0,0,4,7,1420,0,1945,0,98117,47.6771,-122.397,1490,5000 +7417100123,20150423T000000,365000.0,3,2.25,1800,9010,1.0,0,0,3,7,1300,500,1975,0,98155,47.7722,-122.312,1950,10240 +8691410730,20150220T000000,708000.0,4,2.5,3090,5600,2.0,0,0,3,9,3090,0,2005,0,98075,47.597,-121.979,3080,5788 +3832300090,20140709T000000,215000.0,3,1.0,1200,7280,1.0,0,0,4,7,1200,0,1967,0,98032,47.3724,-122.277,1200,8400 +2525049113,20140725T000000,1950000.0,4,3.5,4065,18713,2.0,0,0,4,10,4065,0,1987,0,98039,47.6209,-122.237,3070,18713 +1523059103,20140926T000000,390000.0,4,2.5,2570,22215,2.0,0,0,5,7,2570,0,1958,0,98059,47.4833,-122.157,2460,6533 +3187600100,20140513T000000,570000.0,3,2.0,1530,5401,1.0,0,0,4,7,1530,0,1937,0,98115,47.686,-122.304,1640,5467 +1628700107,20140625T000000,383000.0,3,1.75,1500,13430,1.0,0,0,3,7,1500,0,1977,0,98072,47.7527,-122.082,1500,13430 +1152700120,20150409T000000,370000.0,4,3.0,2490,5706,2.0,0,0,3,9,2490,0,2005,0,98042,47.3509,-122.165,2650,5880 +808300180,20150211T000000,454000.0,4,2.5,3040,12522,2.0,0,0,3,7,3040,0,2000,0,98019,47.7247,-121.959,2490,9742 +3585300194,20150324T000000,1400000.0,5,3.25,4140,32700,1.0,0,4,3,10,2190,1950,1973,0,98177,47.7633,-122.369,3220,22077 +3342700610,20140728T000000,371000.0,4,1.75,1690,10854,1.0,0,0,3,7,1690,0,1977,0,98056,47.5241,-122.199,2390,7000 +7376300085,20150505T000000,530000.0,3,1.75,1430,10350,1.0,0,0,3,7,1430,0,1959,0,98008,47.6353,-122.123,1890,10350 +6204000040,20140610T000000,608000.0,4,2.75,2490,9714,1.0,0,0,4,8,1400,1090,1983,0,98011,47.7496,-122.201,2060,15300 +3992700475,20141111T000000,450000.0,3,1.75,1350,7200,1.0,0,0,5,7,1350,0,1954,0,98125,47.713,-122.284,1100,7200 +9510920120,20140730T000000,780000.0,4,2.5,3140,14421,2.0,0,0,3,10,3140,0,1994,0,98075,47.5943,-122.018,3140,17417 +9485920120,20140829T000000,290000.0,4,2.5,2340,52272,2.0,0,0,2,8,2340,0,1978,0,98042,47.3468,-122.091,2480,40500 +1685200110,20140916T000000,225000.0,3,1.75,1610,14182,1.0,0,0,4,7,1100,510,1978,0,98092,47.3174,-122.18,1510,8400 +7574910650,20140911T000000,805000.0,4,2.5,3320,38032,2.0,0,0,4,10,3320,0,1991,0,98077,47.7478,-122.036,3270,37804 +4178600040,20150407T000000,660000.0,3,2.5,2390,15669,2.0,0,0,3,9,2390,0,1991,0,98011,47.7446,-122.193,2640,12500 +3793700210,20140613T000000,299000.0,3,1.75,1180,13927,1.0,0,0,5,7,1180,0,1962,0,98059,47.4818,-122.094,1400,13173 +1972200325,20140919T000000,530000.0,2,2.25,1260,1312,3.0,0,0,3,8,1260,0,2007,0,98103,47.6538,-122.356,1300,1312 +7010701383,20141017T000000,680000.0,3,2.5,1800,4400,1.0,0,0,5,7,1350,450,1970,0,98199,47.6599,-122.396,1920,4400 +3353401340,20150216T000000,199900.0,4,1.75,1790,12000,1.0,0,0,5,6,1790,0,1944,0,98001,47.2664,-122.256,1550,9840 +3352401037,20150108T000000,224000.0,3,1.75,1760,6300,1.0,0,0,3,7,1060,700,1963,0,98178,47.5003,-122.26,1340,7300 +8802400906,20140829T000000,244000.0,3,1.75,1540,8885,1.0,0,0,4,7,1440,100,1980,0,98031,47.4031,-122.201,1540,12734 +4443800940,20150408T000000,485000.0,4,1.75,1260,3880,1.0,0,0,5,7,860,400,1918,0,98117,47.687,-122.391,1000,3880 +2215450100,20150112T000000,330000.0,4,2.5,2240,7589,2.0,0,0,3,8,2240,0,1994,0,98030,47.3824,-122.207,2250,7300 +8900000100,20141231T000000,509000.0,4,2.0,1630,1724,1.5,0,0,3,6,1030,600,1915,1970,98119,47.6472,-122.362,1780,3810 +8079010220,20141117T000000,440000.0,4,2.5,2350,7203,2.0,0,0,3,8,2350,0,1989,0,98059,47.5123,-122.151,2260,7274 +8078050120,20141210T000000,244000.0,3,2.0,1350,8587,1.0,0,0,3,7,1350,0,1998,0,98022,47.2073,-122.012,1350,8587 +1773101215,20140717T000000,399700.0,4,1.75,1320,4800,1.0,0,0,4,7,870,450,1930,0,98106,47.5534,-122.365,940,4800 +2768100205,20140625T000000,519000.0,4,2.5,1950,2617,1.5,0,0,4,7,1250,700,1910,0,98107,47.6696,-122.372,1520,1438 +5537200043,20140508T000000,211000.0,4,1.0,2100,9200,1.0,0,0,3,7,1050,1050,1959,0,98168,47.476,-122.292,1540,10033 +868000905,20140708T000000,950000.0,3,2.5,3480,7800,1.0,0,0,4,7,1750,1730,1941,1998,98177,47.7047,-122.378,3010,9918 +8635760490,20140902T000000,410000.0,3,2.5,1830,2839,2.0,0,0,3,8,1830,0,1999,0,98074,47.6022,-122.021,1830,3011 +3052700245,20150325T000000,750000.0,4,2.0,2640,5000,2.0,0,0,3,7,2040,600,1949,0,98117,47.678,-122.375,1330,5000 +9320901250,20140910T000000,133400.0,3,1.0,900,2550,1.0,0,0,4,6,900,0,1978,0,98023,47.3036,-122.363,1120,2550 +2420069042,20150424T000000,240000.0,3,2.0,1553,6550,1.0,0,0,3,7,1553,0,1900,2001,98022,47.2056,-121.994,1010,10546 +6870300090,20140604T000000,539000.0,3,2.5,1710,2300,2.0,0,0,3,8,1570,140,2005,0,98052,47.6743,-122.142,2120,2856 +1223089066,20140814T000000,688000.0,4,3.0,3400,292723,2.0,0,0,3,10,3400,0,1998,0,98045,47.4883,-121.725,1760,69696 +7974200937,20140513T000000,465000.0,3,1.5,1270,5112,1.0,0,0,3,7,1270,0,1950,0,98115,47.676,-122.288,1580,5080 +2998300146,20140617T000000,936000.0,3,1.75,2960,12420,1.0,0,2,4,8,1480,1480,1952,0,98116,47.5739,-122.406,2700,9106 +7202290650,20141230T000000,620000.0,4,2.5,3040,9606,2.0,0,0,3,7,3040,0,2003,0,98053,47.6884,-122.044,1690,3849 +1326039061,20141020T000000,429950.0,3,1.75,1430,9750,1.0,0,0,5,7,1430,0,1962,0,98133,47.7441,-122.357,1630,9282 +4142450330,20140707T000000,296475.0,3,2.5,1520,4170,2.0,0,0,3,7,1520,0,2004,0,98038,47.3842,-122.04,1560,4237 +6139100076,20150427T000000,330000.0,4,2.0,1820,9450,1.0,0,0,3,7,1100,720,1962,0,98155,47.7607,-122.329,1540,9450 +8126300360,20140730T000000,445000.0,3,2.25,1800,11200,1.0,0,0,3,8,1270,530,1979,0,98052,47.7072,-122.164,1940,11250 +1231000645,20140801T000000,846000.0,4,3.25,2720,4000,2.0,0,1,3,10,2070,650,2014,0,98118,47.5554,-122.267,1450,4000 +8149600265,20150514T000000,725000.0,4,1.75,1980,5850,1.0,0,1,4,8,1380,600,1960,0,98116,47.5607,-122.391,1810,5850 +9264950410,20150504T000000,369000.0,4,2.5,2550,7349,2.0,0,0,3,9,2550,0,1989,0,98023,47.3059,-122.349,2400,8508 +9541800065,20140609T000000,625000.0,3,1.75,2210,16200,1.0,0,0,3,8,1390,820,1958,0,98005,47.5924,-122.175,2050,16200 +7202330790,20140618T000000,535000.0,3,2.0,2120,4080,2.0,0,0,3,7,2120,0,2003,0,98053,47.682,-122.037,2280,4080 +7335400065,20141218T000000,229950.0,4,1.5,1570,6717,1.0,0,0,5,6,1570,0,1911,0,98002,47.307,-122.217,1140,6716 +1313500090,20150423T000000,229999.0,3,1.75,1310,6960,1.0,0,0,4,7,1310,0,1974,0,98092,47.2761,-122.153,1580,7200 +1797500600,20140825T000000,850000.0,5,3.5,3150,4120,2.0,0,0,3,8,2460,690,1911,2007,98115,47.6754,-122.315,2080,4160 +5561301220,20140610T000000,589900.0,4,4.5,3870,35889,2.0,0,0,3,10,2530,1340,2001,0,98027,47.4677,-122.01,3020,35366 +5700002165,20141030T000000,513000.0,2,1.0,1840,4322,1.0,0,0,4,7,1160,680,1914,0,98144,47.5764,-122.289,1750,4322 +9202650040,20140926T000000,401000.0,3,1.0,1120,8321,1.0,0,0,4,6,1120,0,1941,1987,98027,47.5631,-122.091,1980,8671 +7211401975,20140905T000000,260000.0,3,2.5,1440,2500,2.0,0,0,3,7,1440,0,2006,0,98146,47.511,-122.359,1440,5000 +126039394,20150508T000000,525000.0,4,2.75,2300,26650,1.0,0,0,4,8,2300,0,1950,0,98177,47.7771,-122.362,2000,9879 +3204800150,20150320T000000,470000.0,3,3.5,2070,11658,1.0,0,0,4,8,1370,700,1977,0,98056,47.537,-122.178,1930,8744 +7686204750,20150121T000000,205000.0,4,1.5,1420,8063,1.0,0,0,3,7,940,480,1962,0,98198,47.4174,-122.316,1330,7515 +7524950900,20150210T000000,620000.0,3,2.25,2010,7495,1.0,0,0,4,8,1570,440,1979,0,98027,47.5613,-122.083,2050,8402 +7211400850,20140811T000000,229000.0,3,1.5,1200,5000,1.0,0,0,3,6,1200,0,1979,0,98146,47.5122,-122.357,1440,2500 +8024202520,20140509T000000,445000.0,2,2.0,1150,6634,1.0,0,0,3,7,860,290,1940,0,98115,47.7001,-122.309,1680,6892 +7340600068,20140514T000000,215000.0,2,1.0,1240,7200,1.0,0,0,3,7,1240,0,1967,0,98168,47.4971,-122.282,1130,9200 +8682260850,20140729T000000,504975.0,2,2.5,1900,4871,2.0,0,0,3,8,1900,0,2005,0,98053,47.7132,-122.034,1640,4780 +6804600720,20140801T000000,495000.0,4,2.25,2350,10072,2.0,0,0,3,8,2350,0,1980,0,98011,47.7628,-122.168,2210,9687 +1865820300,20150311T000000,205000.0,3,1.0,1120,8342,1.0,0,0,4,7,1120,0,1976,0,98042,47.3732,-122.116,1190,6660 +3163600076,20140730T000000,152275.0,1,1.0,1020,6871,1.0,0,0,3,6,1020,0,1937,1946,98146,47.5051,-122.338,1260,6933 +5418500650,20150325T000000,586000.0,4,2.25,1930,8338,1.0,0,0,3,8,1930,0,1968,0,98125,47.7026,-122.285,2280,7616 +8682220230,20141017T000000,779950.0,2,2.5,2680,7625,1.0,0,0,3,9,2680,0,2002,0,98053,47.7094,-122.024,2310,7395 +3578401210,20141218T000000,557000.0,4,1.75,2660,11315,2.0,0,0,4,8,2660,0,1983,0,98074,47.6204,-122.044,1980,11315 +9122001225,20141029T000000,610000.0,4,2.25,2200,7200,1.0,0,2,4,8,1220,980,1958,0,98144,47.5818,-122.296,1940,6000 +5667100025,20140708T000000,405000.0,3,1.5,1010,7683,1.5,0,0,5,7,1010,0,1953,0,98125,47.72,-122.318,1550,7271 +5089700750,20140509T000000,320000.0,4,2.25,2310,7490,2.0,0,0,3,8,2310,0,1980,0,98055,47.4379,-122.192,2310,8480 +3331500650,20140919T000000,356000.0,3,1.0,920,3863,1.0,0,0,3,6,920,0,1970,0,98118,47.5524,-122.27,1080,5150 +9528102865,20150226T000000,794500.0,5,3.0,3030,4120,1.5,0,0,4,7,1930,1100,1913,0,98115,47.6771,-122.319,1280,3090 +6928000590,20140508T000000,349000.0,3,1.75,1590,9620,1.0,0,0,3,7,1590,0,1988,0,98059,47.4815,-122.152,2980,9398 +1423069162,20140604T000000,549000.0,4,2.25,2740,88426,2.0,0,0,3,7,2740,0,1991,0,98027,47.4734,-122.006,2740,62726 +7877400245,20140718T000000,193000.0,3,1.0,960,10761,1.0,0,0,4,6,960,0,1962,0,98002,47.2819,-122.224,960,10761 +7430500301,20141016T000000,700000.0,3,1.5,2240,7227,2.0,0,1,3,9,1440,800,1977,0,98008,47.6208,-122.093,3150,16150 +7852010900,20150324T000000,523000.0,3,2.5,2400,6182,2.0,0,0,3,8,2400,0,1998,0,98065,47.5363,-121.87,2420,5829 +4022900652,20141118T000000,565000.0,5,3.25,2860,20790,1.0,0,0,4,7,1800,1060,1965,0,98155,47.7757,-122.295,1920,9612 +7852030790,20150505T000000,500000.0,4,2.5,2960,5027,2.0,0,0,3,7,2960,0,2000,0,98065,47.5328,-121.881,2760,5500 +3528900330,20140707T000000,1450000.0,4,3.25,3770,4103,2.0,0,0,5,9,2710,1060,1925,0,98109,47.641,-122.349,2560,4160 +2623069106,20150219T000000,710000.0,6,3.5,3830,68825,2.0,0,0,3,9,3830,0,1995,0,98027,47.4574,-122.003,2410,68825 +88000173,20141015T000000,333000.0,4,2.0,2750,9001,1.0,0,0,3,8,2750,0,2008,0,98055,47.457,-122.189,1340,11050 +3179102305,20140717T000000,580000.0,3,1.75,2100,6874,1.0,0,0,3,7,1300,800,1943,0,98115,47.6724,-122.279,2220,5912 +5379803386,20140801T000000,289950.0,4,1.75,1500,8400,1.0,0,0,3,7,1200,300,1956,0,98188,47.4531,-122.273,1780,9913 +8127700845,20150219T000000,375000.0,2,1.0,710,4618,1.0,0,1,3,5,710,0,1925,0,98199,47.64,-122.394,1810,4988 +8562901010,20140926T000000,505000.0,2,3.0,2770,10800,1.5,0,0,5,8,1910,860,1984,0,98074,47.6082,-122.057,2140,10800 +4058200915,20140721T000000,324950.0,3,1.75,2050,6720,1.0,0,2,3,7,1050,1000,1939,0,98178,47.5058,-122.235,2380,7260 +8861700110,20140714T000000,490000.0,4,2.25,1960,10275,2.0,0,0,3,7,1960,0,1965,0,98052,47.6887,-122.124,1560,10275 +6822100155,20140512T000000,630000.0,4,2.0,1770,6000,2.0,0,0,5,7,1770,0,1911,1981,98199,47.6493,-122.401,1340,6000 +3345700215,20140620T000000,595000.0,3,2.75,3290,22649,2.0,0,0,4,8,3290,0,1993,0,98056,47.5241,-122.193,2750,6119 +582000644,20150501T000000,872500.0,4,2.0,1990,6000,1.0,0,0,3,9,1260,730,1956,2015,98199,47.6515,-122.397,1770,6000 +6126601380,20150222T000000,490000.0,2,1.0,1760,5250,1.0,0,2,4,7,1000,760,1951,0,98126,47.5577,-122.379,1760,5400 +3303850330,20141216T000000,1900000.0,4,3.25,5080,27755,2.0,0,0,3,11,5080,0,2001,0,98006,47.5423,-122.111,4730,22326 +3343902281,20150505T000000,310000.0,2,1.0,1020,8102,1.0,0,0,3,7,1020,0,1956,0,98056,47.5135,-122.193,1770,7291 +2023059052,20150504T000000,450000.0,3,1.0,1350,92721,1.0,0,0,2,6,1200,150,1946,0,98055,47.4657,-122.198,1860,8096 +7504001430,20141023T000000,539000.0,3,1.5,1740,12000,2.0,0,0,3,9,1740,0,1974,0,98074,47.6276,-122.053,2580,12224 +9290850330,20140707T000000,888550.0,3,2.5,3540,38322,2.0,0,0,3,10,3540,0,1989,0,98053,47.6892,-122.048,3540,35926 +7955080300,20140714T000000,269950.0,3,2.5,1520,8720,1.0,0,0,3,7,1080,440,1981,0,98058,47.4267,-122.157,1720,7551 +3980300371,20140926T000000,142000.0,0,0.0,290,20875,1.0,0,0,1,1,290,0,1963,0,98024,47.5308,-121.888,1620,22850 +3755100220,20140819T000000,300000.0,3,1.75,1310,9761,1.0,0,0,3,7,1310,0,1967,0,98034,47.721,-122.228,1490,9600 +3425059076,20140922T000000,780000.0,2,3.25,3000,24004,1.0,0,0,3,10,2410,590,1952,0,98005,47.611,-122.157,4270,24506 +8728550150,20140715T000000,545000.0,3,2.5,2660,20369,2.0,0,0,3,8,2660,0,1992,0,98027,47.5234,-122.055,2720,12927 +2108500110,20150415T000000,278000.0,3,2.25,2120,9804,2.0,0,0,3,7,2120,0,1994,0,98042,47.3596,-122.16,2120,7200 +7941130110,20141201T000000,342000.0,3,2.25,1200,2845,2.0,0,0,3,7,1200,0,1986,0,98034,47.7151,-122.203,1220,2140 +1545807180,20150506T000000,190000.0,4,1.75,1900,9861,1.0,0,0,4,7,1900,0,1967,0,98038,47.3615,-122.057,1720,7967 +1972200382,20141121T000000,387000.0,2,1.5,1010,948,3.0,0,0,3,8,1010,0,1999,0,98103,47.6529,-122.355,1330,1318 +2473420100,20150304T000000,279950.0,3,2.25,1850,7480,2.0,0,0,3,7,1850,0,1978,0,98058,47.452,-122.159,1870,7480 +722059020,20150318T000000,550000.0,6,4.5,4520,40164,2.0,0,0,3,9,3580,940,1953,2008,98031,47.407,-122.216,2870,13068 +1626079154,20140520T000000,439000.0,3,2.0,2010,251341,2.0,0,0,3,8,1510,500,2003,0,98019,47.7416,-121.91,1780,108900 +1152000040,20141010T000000,774888.0,3,2.25,2420,23507,1.0,0,0,4,8,2420,0,1969,0,98027,47.5107,-122.027,2540,22257 +5152960330,20140610T000000,480000.0,5,2.5,2732,9500,1.0,0,2,4,8,1870,862,1975,0,98003,47.3436,-122.323,2720,10000 +6431000206,20140508T000000,835000.0,4,2.0,1910,6960,1.5,0,0,5,8,1910,0,1941,0,98103,47.6893,-122.348,1360,3300 +2397101185,20150303T000000,1500000.0,5,3.5,3520,5400,2.0,0,0,3,9,2400,1120,2008,0,98119,47.6364,-122.363,1360,3600 +2922700865,20150326T000000,771000.0,4,2.0,2220,3760,1.5,0,0,4,7,1370,850,1929,0,98117,47.6876,-122.368,1620,3760 +3271800870,20140807T000000,1225000.0,4,2.25,2020,5800,1.0,0,3,4,9,1760,260,1941,0,98199,47.6471,-122.412,3100,5800 +1562200090,20141017T000000,600000.0,4,2.5,2090,7290,1.0,0,0,5,8,1420,670,1966,0,98007,47.624,-122.142,2110,8436 +1431700210,20140702T000000,305000.0,3,1.0,1580,7424,1.0,0,0,3,7,1010,570,1962,0,98058,47.4607,-122.171,1710,7772 +2566300100,20150327T000000,1388000.0,5,1.75,2650,11340,1.0,0,0,3,8,2650,0,1955,0,98004,47.626,-122.213,2780,13204 +5379806155,20140910T000000,216500.0,3,1.0,1020,11652,1.0,0,0,4,6,1020,0,1971,0,98188,47.4459,-122.278,1690,11652 +952006857,20150122T000000,370000.0,3,2.5,1070,1219,2.0,0,0,3,7,720,350,2004,0,98116,47.5618,-122.384,1070,1254 +3792400110,20140630T000000,492650.0,4,1.75,2120,9786,1.0,0,0,3,8,1640,480,1967,0,98177,47.7753,-122.365,2310,8787 +3755100540,20140725T000000,431200.0,5,1.75,1360,10609,1.0,0,0,3,7,1060,300,1966,0,98034,47.7203,-122.229,1490,9935 +2122059014,20150409T000000,277500.0,4,2.0,1700,12048,2.0,0,0,3,7,1700,0,1990,0,98030,47.3748,-122.186,1960,7650 +110000040,20150317T000000,278000.0,5,1.5,1820,8712,1.0,0,0,5,7,1090,730,1960,0,98032,47.3712,-122.289,1820,8712 +3876800580,20140902T000000,351000.0,4,1.0,1430,8400,1.0,0,0,3,6,730,700,1969,0,98072,47.7417,-122.172,1310,8240 +3127200021,20140616T000000,850000.0,4,3.5,4140,7089,2.0,0,0,3,10,3160,980,2003,0,98034,47.7059,-122.2,2640,8896 +2397101460,20140811T000000,885000.0,2,2.0,1313,3600,1.0,0,0,3,8,1313,0,1904,2012,98119,47.6369,-122.365,1080,3600 +1720069146,20140715T000000,399950.0,3,2.0,1590,87120,1.0,0,3,3,8,1590,0,1998,0,98022,47.2241,-122.072,2780,183161 +7878400043,20140805T000000,185000.0,3,1.75,1080,9262,1.0,0,0,3,7,1080,0,1968,0,98178,47.4883,-122.248,1090,9262 +9282801030,20140925T000000,440000.0,5,3.0,2730,6000,1.0,0,0,3,8,1470,1260,1979,0,98178,47.4994,-122.234,2590,6000 +6072800265,20140813T000000,2395000.0,4,3.25,3800,19798,2.0,0,0,3,10,3800,0,1969,2009,98006,47.5684,-122.19,3940,18975 +5267000180,20140821T000000,299000.0,3,2.25,2540,9961,1.0,0,0,4,8,1320,1220,1969,0,98031,47.41,-122.208,1870,10251 +2722049077,20140828T000000,299500.0,3,1.75,1810,34500,1.0,0,0,3,8,1230,580,1980,0,98032,47.3707,-122.275,2090,9735 +1115100278,20150317T000000,420000.0,3,1.5,1540,7506,1.0,0,0,5,7,1540,0,1961,0,98155,47.7565,-122.325,2180,7653 +8075400530,20140627T000000,234000.0,4,1.0,1390,18000,1.0,0,0,3,7,1390,0,1955,2013,98032,47.3885,-122.284,1390,18000 +1997200245,20140714T000000,540000.0,2,1.75,1460,4800,1.0,0,0,5,7,850,610,1950,0,98103,47.6928,-122.339,2050,5592 +926069009,20140609T000000,649950.0,4,2.5,2350,63162,2.0,0,0,4,8,2350,0,1994,0,98077,47.7545,-122.047,2370,63162 +6381500110,20150108T000000,330000.0,3,1.0,1160,7912,1.0,0,0,4,7,1160,0,1956,0,98125,47.7336,-122.306,1190,7482 +7203100850,20150427T000000,840000.0,4,3.25,3500,5960,2.0,0,0,3,9,3500,0,2010,0,98053,47.6944,-122.022,3390,6856 +3529300330,20141107T000000,370000.0,3,2.5,1980,6922,2.0,0,0,5,8,1980,0,1991,0,98031,47.396,-122.184,2090,7697 +3204800330,20140625T000000,410000.0,3,1.5,1250,7700,1.0,0,0,5,7,1250,0,1968,0,98056,47.5383,-122.178,1430,7700 +6411600411,20141209T000000,257000.0,2,1.0,770,7200,1.0,0,0,3,7,770,0,1951,0,98125,47.7143,-122.325,1320,7139 +8685500145,20141230T000000,350000.0,3,1.0,1920,6710,1.0,0,0,3,7,1320,600,1959,0,98118,47.5346,-122.286,1810,5600 +7277100610,20140825T000000,380000.0,2,1.0,1120,7560,1.0,0,1,3,6,1120,0,1947,0,98177,47.77,-122.39,1120,7200 +1775800750,20150310T000000,344000.0,3,1.0,1150,12402,1.0,0,0,4,6,1150,0,1969,0,98072,47.7422,-122.099,1400,13600 +2856101105,20140527T000000,488000.0,3,2.5,1590,2550,3.0,0,0,3,7,1590,0,1985,0,98117,47.6772,-122.393,1260,5100 +4443800705,20141008T000000,465000.0,3,1.0,910,3880,1.0,0,0,3,7,780,130,1942,0,98117,47.6862,-122.392,1220,3880 +3878900464,20150504T000000,229500.0,2,1.75,1870,6625,1.0,0,0,3,7,960,910,1948,0,98178,47.5071,-122.249,1680,6000 +8151600900,20141112T000000,445000.0,5,3.0,2420,11250,2.0,0,0,3,8,2420,0,2013,0,98146,47.5082,-122.362,1510,9950 +1612500155,20150317T000000,246000.0,4,1.5,2120,7110,1.5,0,0,3,6,2120,0,1919,0,98030,47.3846,-122.227,1540,7110 +4140500180,20140604T000000,545000.0,5,2.5,2730,17240,1.0,0,0,5,7,1660,1070,1958,0,98028,47.7646,-122.267,2250,13200 +3342103174,20140813T000000,518000.0,4,2.5,2560,5672,2.0,0,1,3,8,2560,0,2005,0,98056,47.5222,-122.201,2190,6788 +2078500210,20141031T000000,565000.0,4,2.5,2620,10016,2.0,0,0,3,8,2620,0,1996,0,98056,47.5295,-122.179,2620,10016 +3955900910,20150410T000000,445000.0,4,2.5,2760,8558,2.0,0,0,3,7,2760,0,2001,0,98056,47.4802,-122.189,2760,7703 +3472800068,20140717T000000,968000.0,5,2.5,2900,9799,1.0,0,0,3,8,1450,1450,1959,0,98004,47.6255,-122.208,2810,9687 +8928100205,20150331T000000,725000.0,3,2.0,1820,6324,1.0,0,0,5,7,910,910,1945,0,98115,47.6823,-122.27,1850,6440 +2473400110,20140826T000000,315500.0,3,1.75,1870,8400,1.0,0,0,3,7,990,880,1977,0,98058,47.454,-122.164,1750,8400 +2558720120,20140505T000000,487585.0,4,1.75,2010,9211,1.0,0,0,3,7,1470,540,1977,0,98034,47.7206,-122.171,1840,8500 +2023049361,20150323T000000,246500.0,2,1.0,940,6000,1.0,0,0,2,7,940,0,1954,0,98148,47.4631,-122.329,1890,8547 +6821101285,20140814T000000,819000.0,3,1.75,1850,6000,1.5,0,0,3,8,1650,200,1913,1999,98199,47.6528,-122.401,1540,6000 +2780910100,20141218T000000,349900.0,5,2.5,2530,4229,2.0,0,0,3,7,2530,0,2004,0,98038,47.3531,-122.021,2070,4879 +9357000230,20140822T000000,267000.0,3,1.0,940,4700,1.0,0,0,4,6,940,0,1942,0,98146,47.5117,-122.378,1020,5700 +3649100015,20150513T000000,480000.0,3,2.25,1820,15000,1.0,0,0,3,7,1480,340,1978,0,98028,47.7401,-122.249,1930,13600 +1189000180,20140910T000000,525000.0,2,1.0,1510,3360,1.0,0,0,3,7,880,630,1924,0,98122,47.6135,-122.297,1330,3360 +3905120610,20140625T000000,578000.0,4,2.5,2070,5415,2.0,0,0,3,8,2070,0,1996,0,98029,47.5706,-122.006,2120,5331 +993002177,20150506T000000,345000.0,3,2.5,1380,1547,3.0,0,0,3,8,1380,0,2000,0,98103,47.6908,-122.341,1380,1465 +6384500535,20150326T000000,499000.0,3,1.0,1270,6250,1.0,0,0,3,7,910,360,1955,0,98116,47.5694,-122.397,2000,6250 +7751800115,20140826T000000,425000.0,3,1.5,1390,9680,1.0,0,0,4,7,1390,0,1956,0,98008,47.634,-122.125,1460,10050 +4137020820,20141027T000000,268000.0,4,3.0,1840,7510,2.0,0,0,5,8,1840,0,1988,2013,98092,47.2595,-122.218,1650,7957 +9407000230,20141204T000000,240000.0,3,1.0,1600,12566,1.0,0,0,4,7,1600,0,1971,0,98045,47.4431,-121.765,1600,10650 +3306200230,20150303T000000,147000.0,3,1.5,1480,9606,1.0,0,0,4,7,1100,380,1964,0,98023,47.2978,-122.363,1600,9619 +3888100176,20150306T000000,500000.0,4,2.0,2120,7806,1.0,0,0,4,6,1770,350,1949,0,98033,47.6859,-122.166,1560,9920 +7011201325,20141028T000000,1010000.0,4,2.75,2940,5400,1.5,0,2,5,8,1940,1000,1910,0,98119,47.6366,-122.369,1970,2008 +1424130220,20150309T000000,991500.0,4,3.0,3820,26895,2.0,0,2,3,11,3820,0,1995,0,98072,47.7253,-122.092,3820,24751 +9165100375,20141118T000000,510000.0,5,2.0,2740,3838,1.0,0,0,4,7,1370,1370,1959,0,98117,47.6819,-122.393,1660,4040 +1651500040,20140801T000000,1980000.0,4,4.0,4360,12081,2.0,0,0,3,10,4360,0,2007,0,98004,47.6377,-122.219,2180,10800 +8929000090,20140702T000000,484998.0,4,2.5,1540,1870,2.0,0,0,3,8,1540,0,2014,0,98029,47.5524,-121.999,1540,1619 +3303850360,20140625T000000,1280000.0,4,3.5,4660,17398,2.0,0,2,3,11,4660,0,2003,0,98006,47.5422,-122.112,5080,24913 +2011000120,20140529T000000,210000.0,3,1.75,1590,7617,2.0,0,0,3,7,1590,0,1986,0,98198,47.3819,-122.312,1490,7450 +6751100205,20140804T000000,450000.0,2,1.0,1180,10720,1.0,0,0,4,7,1180,0,1955,0,98007,47.5893,-122.135,1420,10750 +5078400035,20150402T000000,875000.0,4,1.75,2360,8286,1.0,0,0,3,7,1320,1040,1952,0,98004,47.6226,-122.205,1680,7630 +6073300530,20150428T000000,529950.0,4,2.75,1860,7500,1.0,0,0,5,8,1220,640,1967,0,98056,47.5398,-122.173,2020,8137 +9818700645,20140723T000000,415000.0,3,1.75,1470,4000,1.0,0,0,3,7,1070,400,1979,0,98122,47.6067,-122.298,1280,3500 +6181700625,20150220T000000,590000.0,4,2.0,2990,12970,1.5,0,2,4,7,1960,1030,1948,0,98028,47.7605,-122.258,2500,10680 +8718500610,20140526T000000,379950.0,3,1.5,1690,9144,1.0,0,0,4,7,1140,550,1956,0,98028,47.739,-122.253,1840,10600 +7950302150,20150410T000000,385000.0,1,1.0,660,3570,1.0,0,0,3,6,660,0,1906,0,98118,47.5659,-122.284,1520,4080 +923000115,20141029T000000,588000.0,3,1.75,2310,7620,2.0,0,0,3,8,2310,0,1942,1988,98177,47.7266,-122.363,2200,7672 +1722800835,20140811T000000,252500.0,2,1.0,770,2191,1.0,0,0,3,6,770,0,1937,0,98108,47.5512,-122.323,940,5000 +7436300180,20140519T000000,530000.0,3,3.5,2320,3174,2.0,0,0,3,9,2060,260,1997,0,98033,47.6897,-122.175,2320,3187 +1630700276,20150105T000000,385000.0,2,1.5,1370,159865,1.0,0,0,3,7,1370,0,1960,0,98072,47.7592,-122.092,1370,16217 +2558670110,20140829T000000,419000.0,3,2.25,1700,7650,1.0,0,0,4,7,1340,360,1975,0,98034,47.7214,-122.166,1980,7200 +402000110,20141017T000000,175000.0,2,1.0,960,5508,1.0,0,0,3,6,770,190,1951,0,98118,47.5307,-122.277,1280,5304 +442000175,20150331T000000,515000.0,2,1.0,1150,5664,1.0,0,0,3,7,870,280,1948,0,98115,47.6894,-122.284,1380,5664 +8825900410,20150218T000000,945000.0,4,2.5,2910,4680,1.5,0,0,5,9,1850,1060,1937,0,98115,47.6745,-122.31,1960,4120 +984210120,20140620T000000,359900.0,5,2.25,2290,7420,1.0,0,0,3,7,1290,1000,1973,0,98058,47.4375,-122.166,1660,7526 +8044050040,20140807T000000,419950.0,4,2.5,2260,5164,2.0,0,0,3,8,2260,0,1996,0,98056,47.509,-122.166,2260,5866 +2771604370,20140926T000000,460000.0,3,1.75,1300,4000,1.0,0,0,3,7,900,400,1953,0,98199,47.6368,-122.388,1750,4000 +5028602020,20150305T000000,255000.0,3,2.25,1850,7151,2.0,0,0,3,7,1850,0,1989,0,98023,47.2843,-122.352,1710,6827 +643300040,20141104T000000,481000.0,4,1.75,1920,9500,1.0,0,0,4,7,1470,450,1966,0,98006,47.5683,-122.177,1820,10091 +643300040,20150313T000000,719521.0,4,1.75,1920,9500,1.0,0,0,4,7,1470,450,1966,0,98006,47.5683,-122.177,1820,10091 +224059025,20140620T000000,1080000.0,3,3.0,4910,43560,2.0,0,0,4,10,4000,910,1989,0,98007,47.5911,-122.131,3540,12288 +3379200100,20140523T000000,334000.0,4,2.5,2210,6080,1.0,0,2,4,8,1410,800,1965,0,98178,47.4915,-122.228,2210,6175 +6338000493,20140912T000000,675000.0,4,2.75,2280,3200,1.5,0,0,5,8,1520,760,1931,0,98105,47.6709,-122.282,1970,4687 +293000068,20140613T000000,556000.0,3,1.75,1640,7437,1.0,0,0,3,7,1090,550,1948,0,98126,47.5324,-122.38,1640,7436 +6169901095,20140815T000000,900000.0,4,2.0,1980,7200,2.0,0,3,3,8,1700,280,1910,0,98119,47.6318,-122.369,2490,4200 +4443800375,20141002T000000,400000.0,3,1.0,900,4084,1.5,0,0,3,7,900,0,1910,0,98117,47.684,-122.393,1280,4080 +9376301800,20150324T000000,724950.0,4,1.75,1960,4340,1.0,0,0,5,8,980,980,1912,0,98117,47.6847,-122.37,1630,4360 +6799300150,20140903T000000,321000.0,4,2.25,1800,4500,2.0,0,0,4,8,1800,0,2004,0,98031,47.394,-122.183,2010,5050 +3271800910,20140701T000000,1356920.0,4,3.5,4270,5800,2.0,0,3,5,10,3170,1100,1937,0,98199,47.6474,-122.411,3100,5800 +42000245,20140613T000000,171000.0,4,2.0,1520,19672,1.0,0,0,3,6,1020,500,1920,0,98188,47.4683,-122.281,1810,7840 +1625069101,20140707T000000,1360000.0,4,3.0,5430,108900,2.0,0,0,4,10,5430,0,1987,0,98053,47.6582,-122.038,3170,107076 +4046700110,20150224T000000,323000.0,3,1.75,1950,15037,1.0,0,0,3,7,1950,0,1989,0,98014,47.6892,-121.913,1760,15181 +2423600100,20140502T000000,491500.0,4,1.75,2190,125452,1.0,0,2,3,9,2190,0,1968,0,98092,47.2703,-122.069,3000,125017 +621069154,20140721T000000,226000.0,4,1.5,1200,10890,1.0,0,0,5,7,1200,0,1972,0,98042,47.3423,-122.088,1250,10139 +2436200025,20141009T000000,580000.0,6,1.75,2180,4000,1.5,0,0,4,7,1380,800,1926,0,98105,47.6643,-122.29,1720,4000 +9808610410,20140822T000000,640000.0,4,2.5,2320,11259,2.0,0,0,3,9,2320,0,1982,0,98004,47.6443,-122.194,2820,11770 +1370803640,20140820T000000,619790.0,3,1.75,1040,5097,1.0,0,0,4,7,800,240,1944,0,98199,47.6385,-122.401,1630,5097 +3779300210,20140630T000000,383962.0,4,2.5,2700,6998,2.0,0,0,3,8,2700,0,2001,0,98188,47.4694,-122.263,2350,10550 +424049059,20140815T000000,373000.0,3,2.0,1400,2445,1.0,0,0,3,7,840,560,2002,0,98144,47.5926,-122.299,1400,3200 +5422560850,20141210T000000,541338.0,3,2.5,2060,8123,2.0,0,0,3,8,1010,1050,1977,0,98052,47.6642,-122.13,1760,6170 +558100065,20141003T000000,254922.0,2,1.0,780,8160,1.0,0,0,4,6,780,0,1953,0,98133,47.7356,-122.34,1310,8160 +4442800040,20140624T000000,575000.0,3,2.25,2400,5000,1.5,0,0,4,7,1440,960,1926,0,98117,47.6897,-122.393,1630,5000 +4038600300,20140902T000000,650000.0,4,3.0,2900,15535,1.0,0,2,4,7,1870,1030,1961,0,98008,47.612,-122.119,2330,10217 +5070000120,20140813T000000,269950.0,3,1.5,1740,9547,1.0,0,0,4,7,1740,0,1962,0,98055,47.4475,-122.213,1780,9936 +795002450,20150430T000000,270950.0,2,1.0,780,6250,1.0,0,0,3,6,780,0,1942,0,98168,47.5099,-122.33,1280,7100 +3579000180,20141229T000000,495000.0,3,2.75,2430,14861,1.0,0,0,3,9,1530,900,1988,0,98028,47.7461,-122.247,2230,10300 +6821102170,20140507T000000,794154.0,4,2.0,2210,8556,1.0,0,1,4,8,1210,1000,1954,0,98199,47.6498,-122.396,2190,7975 +5151900110,20141219T000000,340768.0,3,1.5,1510,11200,1.0,0,0,4,8,1510,0,1960,0,98003,47.3347,-122.325,2110,12070 +5101407790,20140801T000000,375000.0,2,1.0,900,5413,1.0,0,0,3,7,900,0,1947,0,98125,47.7047,-122.307,1280,6380 +2538400040,20140524T000000,820000.0,4,2.5,3670,7000,2.0,0,0,3,10,3670,0,2005,0,98075,47.5854,-122.08,3680,7437 +1025049266,20140930T000000,555000.0,2,2.25,1160,954,2.0,0,0,3,8,960,200,2014,0,98105,47.6647,-122.284,1160,1327 +4340610040,20140612T000000,312500.0,2,1.5,1070,1200,2.0,0,0,3,7,1070,0,1999,0,98103,47.697,-122.347,1070,1200 +3204300610,20141202T000000,450000.0,2,1.0,950,4560,1.5,0,0,3,7,950,0,1925,0,98112,47.6288,-122.3,2040,4560 +6793300220,20150105T000000,739000.0,3,2.75,2950,6667,2.0,0,0,3,9,2950,0,2003,0,98029,47.5577,-122.026,3340,6667 +1568100087,20150413T000000,320000.0,3,2.0,1420,1716,2.0,0,0,3,7,1050,370,2003,0,98155,47.7364,-122.295,1420,8150 +4338800600,20140609T000000,235000.0,3,1.0,1590,13000,1.5,0,0,3,6,1590,0,1944,0,98166,47.4789,-122.346,1460,8400 +7211400535,20150323T000000,275500.0,4,1.0,1290,5000,1.5,0,0,3,7,1290,0,1957,0,98146,47.5128,-122.358,1440,2500 +8682261140,20140618T000000,564000.0,2,2.0,1690,4500,1.0,0,0,3,8,1690,0,2004,0,98053,47.7133,-122.031,1640,4500 +4435000145,20150501T000000,263000.0,4,1.75,1340,8700,1.5,0,0,3,6,1340,0,1958,0,98188,47.4514,-122.287,1240,8700 +421059018,20141104T000000,257000.0,3,1.75,1397,18000,1.0,0,0,3,7,1397,0,1965,2014,98092,47.3388,-122.166,1950,31294 +1321059013,20150319T000000,725000.0,4,2.5,3750,218506,2.0,0,0,3,10,3750,0,1991,0,98092,47.3045,-122.103,2540,39413 +2143700406,20141211T000000,300000.0,3,2.25,2000,7560,1.0,0,0,3,7,1400,600,1979,0,98055,47.4798,-122.228,2040,6949 +8961950410,20140707T000000,328000.0,3,2.0,2250,7904,1.5,0,0,3,8,2250,0,1998,0,98001,47.3165,-122.252,2460,8622 +1788800770,20140728T000000,187500.0,3,1.0,840,8400,1.0,0,0,3,6,840,0,1959,0,98023,47.3281,-122.344,1030,8640 +7518507685,20150223T000000,400000.0,3,1.0,1100,5100,2.0,0,0,4,7,1100,0,1900,0,98117,47.679,-122.386,1540,5100 +2490200220,20150302T000000,515000.0,3,1.5,1660,5100,1.0,0,0,4,7,1210,450,1954,0,98136,47.5345,-122.383,1440,5100 +284000025,20150420T000000,1410000.0,2,2.0,2180,18525,1.0,1,4,5,9,1580,600,1952,0,98146,47.5036,-122.387,2480,21503 +522059189,20150417T000000,235000.0,3,1.0,1460,8400,1.0,0,0,3,7,1460,0,1958,0,98055,47.4243,-122.198,1460,9600 +7203150330,20140717T000000,669000.0,4,2.5,2470,4945,2.0,0,0,3,8,2470,0,2012,0,98053,47.6898,-122.015,2510,4988 +3124089060,20150424T000000,282000.0,3,1.0,1250,13503,1.5,0,0,4,6,1250,0,1931,0,98065,47.526,-121.829,1450,13503 +7518504130,20140626T000000,663000.0,3,2.0,1480,3876,1.0,0,0,5,7,860,620,1928,0,98117,47.6808,-122.382,1660,3774 +7893802670,20150424T000000,279900.0,3,3.25,2240,5000,2.0,0,0,3,9,1540,700,1989,0,98198,47.4114,-122.334,1800,7500 +2548100180,20140507T000000,335000.0,3,2.0,1570,7200,1.0,0,0,4,7,1570,0,1952,0,98155,47.7501,-122.314,1410,7434 +4024100915,20141231T000000,689000.0,4,2.75,3250,10000,2.0,0,0,3,9,3250,0,2014,0,98155,47.7557,-122.309,1620,10089 +1026069106,20150421T000000,413100.0,3,2.25,1790,231303,1.0,0,0,3,7,1250,540,1980,0,98077,47.7558,-122.027,2090,93654 +7852020720,20150327T000000,506950.0,3,2.5,2080,4931,2.0,0,0,3,8,2080,0,2000,0,98065,47.5342,-121.868,1890,4229 +9828702265,20140506T000000,500000.0,3,2.5,1480,1171,3.0,0,0,3,8,1480,0,2006,0,98112,47.62,-122.3,1480,1231 +5104511250,20140613T000000,540000.0,5,3.0,3610,9775,2.0,0,0,3,8,3610,0,2003,0,98038,47.3545,-122.011,2800,8582 +9828201885,20140822T000000,812000.0,3,2.5,2040,4559,2.0,0,0,3,9,2040,0,1998,0,98122,47.6156,-122.295,1500,4500 +7525950110,20140828T000000,1200000.0,4,3.25,3850,19842,2.0,0,3,3,11,3180,670,1989,0,98074,47.6239,-122.065,4320,19500 +3211260120,20141215T000000,370000.0,3,2.25,3230,35306,2.0,0,0,3,9,3230,0,1987,0,98092,47.3065,-122.113,2760,35285 +7250000065,20140825T000000,338000.0,3,2.0,2440,23512,1.0,0,0,3,6,1640,800,1933,0,98148,47.4594,-122.326,1630,19613 +1446400564,20140507T000000,185000.0,4,1.0,1490,6600,1.0,0,0,3,7,1490,0,1969,0,98168,47.4835,-122.332,1280,6600 +224059021,20141219T000000,450000.0,3,1.0,1150,35415,1.0,0,0,4,7,1010,140,1950,0,98008,47.5974,-122.129,2460,11781 +6392000625,20140712T000000,451000.0,2,1.0,900,6000,1.0,0,0,3,7,900,0,1944,2004,98115,47.6855,-122.289,1460,4800 +6817850110,20150421T000000,785000.0,4,2.5,3210,24527,1.5,0,0,3,11,3210,0,1984,0,98074,47.6399,-122.052,3280,24527 +3902100175,20140728T000000,850000.0,5,3.0,3900,5250,1.5,0,1,5,8,2620,1280,1931,0,98116,47.5577,-122.389,1950,5700 +7205400180,20141223T000000,235000.0,3,1.0,1240,18000,1.0,0,0,2,7,1240,0,1943,0,98198,47.3514,-122.315,1240,18000 +7351200295,20150114T000000,1150000.0,3,1.75,1760,6788,2.0,1,4,3,7,1760,0,1940,1960,98125,47.7336,-122.284,1630,7588 +291310260,20140516T000000,377500.0,3,2.25,1410,1377,2.0,0,0,3,7,1290,120,2005,0,98027,47.5342,-122.067,1445,1370 +3026059204,20140530T000000,825500.0,3,2.5,2780,11964,2.0,0,0,3,9,2780,0,2009,0,98034,47.7127,-122.216,1760,9640 +2856102105,20140610T000000,1059500.0,5,3.25,3230,3825,2.0,0,0,3,9,2480,750,2014,0,98117,47.6785,-122.392,1480,5100 +3343301343,20141120T000000,880000.0,5,3.5,4600,8764,2.0,0,0,3,10,3180,1420,2007,0,98006,47.5491,-122.19,3210,9431 +8682302030,20140521T000000,413800.0,3,2.0,1440,4421,1.0,0,0,3,8,1440,0,2007,0,98053,47.7188,-122.024,1440,4157 +1048000160,20140627T000000,504200.0,2,1.5,1200,1687,3.0,0,0,3,8,1200,0,2008,0,98103,47.6491,-122.334,1240,1296 +5714200140,20150422T000000,421500.0,4,3.0,2793,5703,2.0,0,0,3,9,2793,0,2009,0,98030,47.3682,-122.178,2793,5704 +1152200030,20150305T000000,855169.0,4,2.5,2970,5050,2.0,0,0,3,8,2970,0,2014,0,98052,47.7043,-122.122,2810,4998 +3157600075,20150207T000000,380000.0,3,2.0,1440,3218,1.0,0,0,3,7,850,590,2008,0,98106,47.5655,-122.36,1170,5000 +1972200554,20140804T000000,580000.0,3,2.25,1480,1026,3.0,0,0,3,8,1480,0,2014,0,98103,47.6536,-122.354,1570,1283 +9429400060,20150409T000000,377000.0,3,2.5,1870,5333,2.0,0,0,3,8,1870,0,2012,0,98019,47.7447,-121.984,2100,3730 +301401610,20140930T000000,329900.0,4,2.75,2475,4000,2.0,0,0,3,7,2475,0,2014,0,98002,47.3452,-122.209,2475,4000 +1025039326,20140828T000000,921800.0,4,2.5,2950,7024,2.0,0,0,3,10,2950,0,2012,0,98199,47.6651,-122.403,2950,6339 +9385200041,20150304T000000,529500.0,3,2.25,1410,905,3.0,0,0,3,9,1410,0,2014,0,98116,47.5818,-122.402,1510,1352 +7237450550,20140603T000000,363990.0,4,2.5,2240,3712,2.0,0,0,3,8,2240,0,2014,0,98038,47.3551,-122.061,2530,4315 +2862500060,20150115T000000,834950.0,5,2.75,3230,6500,2.0,0,0,3,9,3230,0,2014,0,98074,47.6237,-122.023,3180,7624 +4046500270,20140819T000000,399000.0,3,2.0,2100,31550,1.0,0,0,3,8,2100,0,2010,0,98014,47.6907,-121.917,1860,18452 +2161400060,20141114T000000,338900.0,3,2.25,1936,9495,1.0,0,0,3,8,1936,0,2013,0,98030,47.3714,-122.197,1410,12770 +2781230070,20150311T000000,419950.0,3,2.5,3120,6000,2.0,0,0,3,9,3120,0,2007,0,98038,47.3473,-122.03,2670,6000 +4019500160,20150413T000000,493000.0,4,2.5,2070,4270,2.0,0,0,3,8,2070,0,2010,0,98028,47.773,-122.265,2070,4610 +6980500030,20141211T000000,650000.0,4,2.5,3700,4500,2.0,0,0,3,9,3700,0,2007,0,98028,47.7473,-122.23,3050,5047 +1442880260,20140909T000000,456000.0,3,2.5,2130,5205,2.0,0,0,3,8,2130,0,2013,0,98045,47.4832,-121.774,2250,5462 +9268851860,20140918T000000,425000.0,3,2.25,1620,997,2.5,0,0,3,8,1540,80,2010,0,98027,47.54,-122.026,1620,1068 +832700320,20150209T000000,348000.0,3,2.5,1490,2478,3.0,0,0,3,8,1490,0,2009,0,98133,47.7236,-122.353,1270,1156 +2937300550,20141029T000000,1040890.0,5,4.0,4180,7232,2.0,0,0,3,9,4180,0,2014,0,98052,47.7049,-122.125,3570,6054 +2114700368,20141118T000000,299000.0,2,2.5,1400,1262,2.0,0,0,3,8,1160,240,2008,0,98106,47.5342,-122.349,1060,1524 +2213000030,20140512T000000,1264000.0,4,3.75,3490,9170,2.0,0,0,3,9,3490,0,2012,0,98004,47.5991,-122.2,1810,8470 +2626119062,20141112T000000,155000.0,3,1.0,1300,6098,1.0,0,0,3,7,1300,0,2013,0,98014,47.7074,-121.364,1300,6849 +7338220160,20150225T000000,319500.0,4,2.5,2730,4962,2.0,0,0,3,8,2730,0,2006,0,98002,47.3363,-122.216,2150,3802 +2781280310,20141222T000000,274000.0,3,2.5,1830,2517,2.0,0,0,3,8,1830,0,2005,0,98055,47.4496,-122.189,1610,2762 +3448740070,20140616T000000,429000.0,5,2.5,2340,4500,2.0,0,0,3,7,2340,0,2009,0,98059,47.4911,-122.154,2190,4500 +2895800710,20141202T000000,267800.0,3,1.75,1410,1899,2.0,0,0,3,8,1410,0,2014,0,98106,47.5171,-122.347,1410,1811 +723049434,20150408T000000,369950.0,3,2.5,1930,8254,2.0,0,0,3,7,1930,0,2014,0,98146,47.4973,-122.346,1540,8849 +2922059212,20150109T000000,480000.0,6,5.0,3028,18055,2.0,0,0,3,7,3028,0,2005,0,98030,47.3651,-122.197,1400,34575 +1441000350,20140915T000000,440000.0,4,3.5,3180,4869,2.0,0,0,3,8,2390,790,2007,0,98055,47.4482,-122.206,2850,4500 +8562790310,20150324T000000,839704.0,4,3.25,2950,4161,2.0,0,0,3,10,2210,740,2014,0,98027,47.5297,-122.073,2790,3693 +2767604425,20150129T000000,535000.0,3,3.25,1430,1276,3.0,0,0,3,8,1430,0,2007,0,98107,47.6712,-122.38,1430,1243 +306000565,20140825T000000,290000.0,2,1.5,1020,1275,3.0,0,0,3,8,1020,0,2008,0,98103,47.7003,-122.346,980,1415 +6130500060,20140721T000000,370000.0,3,2.5,1650,1793,3.0,0,0,3,8,1650,0,2007,0,98133,47.7107,-122.332,1650,1863 +3362400125,20150303T000000,405000.0,3,2.0,1060,651,3.0,0,0,3,7,1060,0,2007,0,98103,47.6828,-122.345,1440,1501 +1442880510,20140530T000000,499431.0,4,2.75,2620,6019,2.0,0,0,3,8,2620,0,2013,0,98045,47.484,-121.771,2790,6716 +9188200505,20140710T000000,275000.0,4,2.5,1830,3868,2.0,0,0,3,7,1830,0,2007,0,98118,47.5186,-122.276,2330,3868 +1865400075,20140522T000000,320000.0,3,2.25,998,844,2.0,0,0,3,7,798,200,2007,0,98117,47.6983,-122.367,998,1110 +7853320550,20140805T000000,425000.0,4,2.5,2070,4427,2.0,0,0,3,7,2070,0,2007,0,98065,47.5208,-121.869,2070,4556 +9831200172,20150227T000000,1450000.0,4,3.5,2860,2199,3.0,0,0,3,10,2860,0,2013,0,98102,47.6262,-122.323,1990,1378 +8141300030,20150210T000000,340000.0,3,2.0,1920,5688,1.0,0,3,3,9,1920,0,2007,0,98022,47.1952,-121.976,2384,4802 +7899800863,20141001T000000,299900.0,3,2.5,1210,2046,2.0,0,0,3,9,920,290,2008,0,98106,47.5212,-122.357,1070,651 +745530240,20141226T000000,865950.0,5,3.5,4890,12039,2.0,0,0,3,9,3590,1300,2014,0,98011,47.7338,-122.208,4590,10079 +4055700784,20140815T000000,720000.0,4,2.5,3420,17038,2.0,0,0,3,9,3420,0,2007,0,98034,47.718,-122.241,2520,14190 +1180000830,20141002T000000,460000.0,4,3.5,2870,3225,2.0,0,3,3,9,2070,800,2006,0,98178,47.5009,-122.225,1770,6450 +291310270,20141119T000000,375000.0,3,2.5,1600,2042,2.0,0,0,3,8,1600,0,2005,0,98027,47.5341,-122.067,1445,1370 +1934800162,20150511T000000,386180.0,2,1.5,960,1829,2.0,0,0,3,7,960,0,2005,0,98122,47.6032,-122.308,1470,1829 +2309710070,20150114T000000,280000.0,3,2.75,1740,5639,1.0,0,3,3,7,1740,0,2010,0,98022,47.1942,-121.977,2380,5331 +6181500340,20140808T000000,359000.0,4,2.5,2575,4725,2.0,0,0,3,8,2575,0,2011,0,98001,47.3058,-122.277,2575,5323 +7853220390,20140502T000000,785000.0,5,3.25,3660,11995,2.0,0,2,3,10,3660,0,2006,0,98065,47.5337,-121.86,3320,11241 +9834201375,20150206T000000,425000.0,3,2.25,1420,1230,2.0,0,0,3,8,940,480,2009,0,98144,47.5703,-122.288,1400,1230 +5214510060,20150504T000000,575000.0,5,2.5,3070,7200,2.0,0,0,3,8,3070,0,2005,0,98059,47.4939,-122.137,2590,7200 +3221079050,20150303T000000,465000.0,3,2.5,1920,144619,1.0,0,0,3,8,1920,0,2014,0,98022,47.2683,-121.946,2010,48787 +1266200140,20150506T000000,1850000.0,4,3.25,4160,10335,2.0,0,0,3,10,4160,0,2014,0,98004,47.6235,-122.192,1840,10333 +2523039346,20150218T000000,720000.0,4,3.25,3276,10801,2.0,0,0,3,9,3276,0,2008,0,98166,47.4585,-122.361,2010,11656 +1624049293,20140506T000000,390000.0,5,3.75,2890,5000,1.0,0,0,3,7,1310,1580,2006,0,98108,47.5701,-122.296,1930,5117 +1973700030,20150429T000000,2205000.0,3,2.5,3430,10177,2.0,0,0,3,10,3430,0,2014,0,98034,47.7159,-122.251,3110,12339 +1070000390,20140702T000000,1054690.0,4,3.5,3390,3979,2.0,0,0,3,9,2610,780,2014,0,98199,47.6482,-122.408,3350,4165 +2524059269,20140610T000000,915000.0,6,3.75,2930,14980,2.0,0,3,3,9,2930,0,2013,0,98006,47.5441,-122.117,3210,10787 +1972200326,20150422T000000,562000.0,2,2.25,1300,1314,3.0,0,0,3,8,1300,0,2008,0,98103,47.6536,-122.356,1300,1312 +3796000400,20141120T000000,349000.0,2,1.75,1250,1208,2.0,0,0,3,7,1040,210,2007,0,98144,47.6004,-122.299,1250,1656 +321030070,20140814T000000,375000.0,4,2.5,2310,7800,2.0,0,0,3,8,2310,0,2011,0,98042,47.3737,-122.164,2310,7140 +476000118,20141212T000000,479950.0,2,2.25,1360,1336,3.0,0,0,3,8,1360,0,2008,0,98107,47.6714,-122.392,1280,1295 +2909310060,20150109T000000,319000.0,4,2.5,2020,5100,2.0,0,0,3,7,2020,0,2010,0,98023,47.2822,-122.357,2300,5685 +832700240,20141003T000000,325000.0,3,1.5,1270,1067,3.0,0,0,3,8,1270,0,2009,0,98133,47.7236,-122.353,1090,1118 +1442880570,20140821T000000,505657.0,4,2.75,2790,8092,2.0,0,0,3,8,2790,0,2013,0,98045,47.4834,-121.773,2790,6154 +9542840060,20150305T000000,340000.0,4,2.5,2320,4142,2.0,0,0,3,7,2320,0,2010,0,98038,47.3662,-122.019,2150,4140 +629650370,20150123T000000,250000.0,3,2.5,1750,6351,2.0,0,0,3,7,1750,0,2012,0,98001,47.2589,-122.256,1398,6092 +7967000060,20140926T000000,349500.0,4,2.5,2030,4596,2.0,0,0,3,8,2030,0,2014,0,98001,47.3515,-122.275,2040,4705 +3904100041,20150424T000000,290750.0,3,2.5,1270,865,2.0,0,0,3,7,1080,190,2008,0,98118,47.5351,-122.279,1630,7752 +9268850860,20150505T000000,715000.0,5,3.25,2710,2356,2.0,0,0,3,8,2230,480,2013,0,98027,47.5394,-122.028,2160,2108 +1454100127,20140811T000000,689950.0,4,2.75,2520,8433,2.0,0,0,3,8,2520,0,2014,0,98125,47.7214,-122.289,1890,7772 +2856101290,20140924T000000,425000.0,2,2.5,1340,1263,3.0,0,0,3,8,1340,0,2008,0,98117,47.6788,-122.388,1510,1260 +2767601872,20150119T000000,657000.0,2,3.0,1570,1281,3.0,0,0,3,8,1570,0,2014,0,98107,47.6741,-122.384,1570,2500 +255370570,20141120T000000,359950.0,4,3.5,2690,5564,2.0,0,0,3,7,2690,0,2007,0,98038,47.3537,-122.018,2210,4046 +301401370,20140731T000000,319900.0,4,2.75,2475,4276,2.0,0,0,3,7,2475,0,2014,0,98002,47.345,-122.21,2475,4000 +1604601804,20150416T000000,532000.0,3,3.75,2260,2050,2.0,0,0,3,9,1170,1090,2010,0,98118,47.566,-122.29,2130,3082 +6749700004,20150330T000000,291000.0,2,1.0,840,863,3.0,0,0,3,8,840,0,2008,0,98103,47.6974,-122.349,1110,1190 +1806900499,20140721T000000,675000.0,3,3.25,1720,1330,2.0,0,0,3,8,1030,690,2004,0,98112,47.62,-122.309,1720,1520 +7625703435,20150121T000000,885000.0,3,2.25,2940,6500,3.0,0,0,3,9,2940,0,2014,0,98136,47.5482,-122.388,1680,6500 +7324900016,20141021T000000,1450000.0,5,3.5,4170,9090,2.0,0,0,3,10,4170,0,2008,0,98004,47.5918,-122.196,1930,13635 +3575303430,20141016T000000,780000.0,6,4.25,4310,10000,2.0,0,0,3,8,2950,1360,2008,0,98074,47.6214,-122.062,2100,10000 +9492500140,20140712T000000,839950.0,4,2.75,3010,7200,2.0,0,0,3,9,3010,0,2014,0,98033,47.6948,-122.179,3010,7203 +9268851670,20150424T000000,645000.0,3,2.5,2170,1984,2.5,0,0,3,8,2170,0,2008,0,98027,47.5401,-122.027,2150,1984 +301400830,20141223T000000,263000.0,3,2.5,1584,3200,2.0,0,0,3,7,1584,0,2011,0,98002,47.3451,-122.215,1584,2800 +4310702918,20141030T000000,345000.0,2,2.25,1110,1290,3.0,0,0,3,8,1110,0,2006,0,98103,47.6968,-122.34,1360,1251 +4305600240,20141125T000000,505000.0,4,2.5,2420,5006,2.0,0,0,3,8,2420,0,2013,0,98059,47.4795,-122.126,2750,5471 +7169500200,20140903T000000,522500.0,2,2.25,1430,1210,2.0,0,0,3,8,1340,90,2005,0,98115,47.6765,-122.301,1430,1016 +3943600070,20140811T000000,400000.0,3,2.5,2393,4788,2.0,0,0,3,8,2393,0,2012,0,98055,47.4517,-122.204,2439,5477 +1048000060,20140619T000000,543000.0,3,2.25,1240,949,3.0,0,0,3,8,1240,0,2008,0,98103,47.6488,-122.334,1310,1140 +3449500045,20141013T000000,495000.0,4,2.5,2980,12075,1.0,0,0,3,8,1910,1070,2007,0,98056,47.5074,-122.172,2240,12075 +1438000200,20140911T000000,549995.0,4,3.5,2970,6587,2.0,0,0,3,8,2260,710,2014,0,98059,47.4776,-122.122,2970,5690 +5424100030,20150211T000000,327555.0,3,2.5,2329,5720,2.0,0,0,3,8,2329,0,2010,0,98030,47.362,-122.2,2197,5720 +7853270710,20150409T000000,690000.0,5,3.25,3340,9075,2.0,0,0,3,8,2600,740,2005,0,98065,47.5446,-121.88,2770,6646 +9161100075,20150318T000000,673000.0,4,2.25,2580,2875,2.0,0,0,3,9,2580,0,2015,0,98116,47.5674,-122.392,1290,5750 +1085622860,20140721T000000,384435.0,3,2.5,2029,3906,2.0,0,0,3,9,2029,0,2014,0,98003,47.341,-122.18,2029,3920 +9578090240,20140815T000000,780000.0,4,2.75,3430,6500,2.0,0,0,3,9,3050,380,2006,0,98052,47.7079,-122.106,3070,6802 +4083306045,20141029T000000,1375000.0,5,3.75,3330,5042,2.0,0,2,3,9,2470,860,2014,0,98103,47.6497,-122.339,1780,3990 +6666830320,20150324T000000,950968.0,5,3.5,3220,5081,2.0,0,0,3,8,3220,0,2013,0,98052,47.7048,-122.111,2970,5753 +8562780160,20150329T000000,334950.0,2,2.25,1240,750,2.0,0,0,3,7,1150,90,2008,0,98027,47.5322,-122.073,1240,750 +2767704603,20140609T000000,489000.0,3,3.5,1500,1249,2.0,0,0,3,8,1240,260,2004,0,98107,47.6727,-122.373,1440,1850 +5631500292,20150420T000000,600000.0,3,3.0,3530,8345,2.0,0,0,3,10,3530,0,2006,0,98028,47.7338,-122.234,1940,9600 +2424039036,20140822T000000,282000.0,3,2.25,1260,915,2.0,0,0,3,8,1020,240,2007,0,98106,47.555,-122.363,1260,1056 +2867300030,20140801T000000,442000.0,4,4.0,4168,8485,2.0,0,0,3,10,3222,946,2007,0,98023,47.3029,-122.387,4362,8100 +6661200260,20150512T000000,220000.0,2,1.5,1030,2850,2.0,0,0,3,7,1030,0,1995,0,98038,47.3845,-122.039,1030,3000 +7238000240,20150218T000000,489000.0,3,2.5,3080,5598,2.0,0,0,3,8,3080,0,2006,0,98055,47.4372,-122.206,3080,5303 +4051150070,20141223T000000,250000.0,3,1.5,1072,4339,2.0,0,0,3,7,1072,0,2009,0,98042,47.386,-122.162,1443,4341 +1442880320,20140724T000000,484259.0,4,2.75,2790,5000,2.0,0,0,3,8,2790,0,2014,0,98045,47.4831,-121.773,2620,5527 +3616600003,20150302T000000,1680000.0,3,2.5,4090,16972,2.0,0,2,3,11,3590,500,2007,0,98177,47.7258,-122.37,3740,16972 +3862710030,20150424T000000,450000.0,3,2.5,1800,4357,2.0,0,0,3,8,1800,0,2013,0,98065,47.5337,-121.841,1800,3663 +9828201361,20141114T000000,299000.0,2,1.5,830,1276,2.0,0,0,3,7,830,0,2005,0,98122,47.6175,-122.297,1540,1484 +4019500030,20141029T000000,450000.0,3,2.5,2280,4557,2.0,0,0,3,8,2280,0,2010,0,98028,47.7733,-122.266,2070,4610 +3630240140,20150123T000000,585000.0,4,3.0,2110,1286,2.0,0,0,3,9,1710,400,2007,0,98029,47.5444,-122.014,2000,1286 +5695000270,20141103T000000,660000.0,3,2.25,1570,1680,3.0,0,0,3,8,1570,0,2014,0,98103,47.6585,-122.348,1290,1870 +2349300069,20140512T000000,301500.0,2,1.5,830,1333,2.0,0,0,3,7,830,0,2005,0,98136,47.5506,-122.381,1120,4822 +6790830060,20140915T000000,949950.0,4,3.75,4120,8258,2.0,0,0,3,10,4120,0,2012,0,98075,47.5872,-122.055,3730,8332 +3630200640,20141030T000000,759990.0,4,2.5,2540,5760,2.0,0,0,3,9,2540,0,2009,0,98029,47.5405,-121.993,2580,3600 +7967000160,20150316T000000,355000.0,4,2.75,2050,4000,2.0,0,0,3,8,2050,0,2014,0,98001,47.3522,-122.275,2050,4000 +9492500160,20140723T000000,889950.0,4,2.75,3080,7242,2.0,0,0,3,9,3080,0,2014,0,98033,47.6948,-122.178,3010,7205 +9268851740,20140701T000000,629800.0,3,2.5,2390,1984,2.0,0,0,3,8,2220,170,2008,0,98027,47.5405,-122.027,2150,1984 +3342100421,20150424T000000,745000.0,4,2.5,3170,5100,2.0,0,0,3,9,3170,0,2012,0,98056,47.5187,-122.208,1580,5100 +6362900138,20141103T000000,379900.0,2,1.5,1240,1331,2.0,0,0,3,7,1050,190,2007,0,98144,47.5959,-122.298,1250,1431 +9358001422,20141114T000000,335000.0,3,2.5,1090,1139,2.0,0,0,3,8,960,130,2009,0,98126,47.5664,-122.369,1400,1348 +7853280350,20140512T000000,809000.0,5,4.5,4630,6324,2.0,0,0,3,9,3210,1420,2006,0,98065,47.5382,-121.86,4420,6790 +7853361420,20140826T000000,569950.0,4,2.5,3230,5899,2.0,0,0,3,8,3230,0,2012,0,98065,47.515,-121.869,2720,5899 +7852120030,20140808T000000,723000.0,4,3.5,3510,9263,2.0,0,0,3,10,3510,0,2001,0,98065,47.5413,-121.877,3690,10417 +731500320,20141110T000000,282000.0,4,2.5,1785,2552,2.0,0,0,3,8,1785,0,2009,0,98030,47.3582,-122.2,1691,2700 +6056100102,20141030T000000,569900.0,5,3.25,2360,3873,2.0,0,0,3,8,1990,370,2006,0,98108,47.5635,-122.299,1720,3071 +1823049179,20150121T000000,385000.0,4,2.0,2340,9716,1.0,0,0,3,7,2340,0,2009,0,98146,47.4842,-122.347,1180,13500 +9268850030,20140707T000000,420000.0,3,2.25,1620,1075,3.0,0,0,3,8,1540,80,2009,0,98027,47.5405,-122.026,1620,1237 +9831200159,20140806T000000,2250000.0,3,3.25,3890,3452,2.0,0,0,3,12,2890,1000,2006,0,98102,47.626,-122.323,2860,2199 +8924100370,20140915T000000,1205000.0,4,3.5,3590,5335,2.0,0,2,3,9,3140,450,2006,0,98115,47.6762,-122.267,2100,6250 +8669150700,20141208T000000,292000.0,4,3.0,1984,4460,2.0,0,0,3,7,1984,0,2012,0,98002,47.3532,-122.211,2095,3402 +889000024,20150316T000000,645000.0,3,2.25,1640,1023,3.0,0,0,3,8,1640,0,2014,0,98105,47.6636,-122.319,1720,1960 +9268850350,20150319T000000,304500.0,4,2.0,1350,942,3.0,0,0,3,7,1350,0,2008,0,98027,47.5394,-122.026,1390,942 +2619950310,20150507T000000,489500.0,4,3.5,2730,5707,2.0,0,0,3,8,2000,730,2011,0,98019,47.7327,-121.965,2430,5899 +7430200060,20150424T000000,1583000.0,4,4.0,5610,11063,3.0,0,0,3,11,4750,860,2006,0,98074,47.65,-122.065,4560,11063 +5100400251,20150106T000000,390000.0,2,1.0,962,1992,2.0,0,0,3,7,962,0,2012,0,98115,47.6911,-122.313,1130,1992 +2597490030,20141002T000000,815000.0,4,3.5,3040,4006,2.0,0,0,3,8,2350,690,2013,0,98029,47.5439,-122.011,2050,4000 +3655500030,20150403T000000,719000.0,3,3.5,2540,10578,2.0,0,1,3,9,2010,530,2014,0,98006,47.547,-122.192,3240,9831 +3751600784,20150403T000000,331210.0,4,2.5,2240,4800,2.0,0,0,3,8,2240,0,2014,0,98001,47.2911,-122.266,2240,5040 +6781200013,20140507T000000,245000.0,3,1.5,1260,1270,2.0,0,0,3,7,1040,220,2005,0,98133,47.7111,-122.331,1260,1472 +2619950060,20140909T000000,465000.0,5,4.0,3210,7200,2.0,0,0,3,8,2410,800,2011,0,98019,47.7329,-121.966,2750,7200 +9523100731,20140930T000000,580000.0,3,2.5,1620,1171,3.0,0,4,3,8,1470,150,2008,0,98103,47.6681,-122.355,1620,1505 +9272201318,20150414T000000,540000.0,3,2.0,1580,1972,2.5,0,2,3,8,1180,400,2007,0,98116,47.5903,-122.386,1500,1908 +5676000004,20141118T000000,399000.0,3,2.5,1430,1250,3.0,0,0,3,7,1430,0,2007,0,98103,47.6904,-122.342,1360,1269 +8091670070,20140804T000000,328000.0,4,2.5,1850,5388,2.0,0,0,3,8,1850,0,2009,0,98038,47.3494,-122.041,2140,5086 +7853380570,20150511T000000,701000.0,4,2.5,3340,5314,2.0,0,0,3,10,3340,0,2010,0,98065,47.5167,-121.885,3220,5500 +8091670200,20141022T000000,408000.0,3,2.75,2670,4800,2.0,0,0,3,8,2670,0,2014,0,98038,47.3483,-122.042,2340,5000 +8084900160,20150212T000000,2641100.0,5,4.25,4660,16200,2.0,0,2,3,11,4660,0,2005,0,98004,47.6326,-122.216,3340,16200 +1498300875,20140814T000000,445000.0,3,2.5,1550,930,2.0,0,0,3,8,1060,490,2006,0,98144,47.5857,-122.314,1550,1301 +7853270200,20141021T000000,672500.0,4,2.5,3470,6651,2.0,0,0,3,9,3470,0,2005,0,98065,47.5426,-121.879,2730,6179 +9211010320,20140709T000000,538000.0,3,2.5,3010,7014,2.0,0,0,3,8,3010,0,2009,0,98059,47.4949,-122.149,3030,6180 +2867300160,20140904T000000,450000.0,5,3.5,3931,9497,2.0,0,0,3,10,2650,1281,2014,0,98023,47.3008,-122.386,3510,9497 +3278605570,20140619T000000,362500.0,3,2.5,1800,2700,2.0,0,0,3,8,1800,0,2011,0,98126,47.5458,-122.369,1380,1200 +4310702858,20141015T000000,414950.0,3,2.5,1570,1551,3.0,0,0,3,8,1570,0,2008,0,98103,47.6961,-122.341,1570,1705 +2838000030,20150127T000000,679950.0,3,2.5,2230,3939,2.0,0,0,3,8,2230,0,2014,0,98133,47.73,-122.335,2230,4200 +1673000240,20141112T000000,290000.0,4,2.5,2423,7292,2.0,0,0,3,8,2423,0,2005,0,98023,47.3227,-122.37,2495,7489 +7899800791,20141023T000000,230000.0,3,2.0,1160,1174,2.0,0,0,3,7,790,370,2007,0,98106,47.5225,-122.357,1160,994 +8682320160,20150220T000000,439950.0,2,2.0,1440,4666,1.0,0,0,3,8,1440,0,2010,0,98053,47.709,-122.019,1510,4595 +8155870200,20140522T000000,349900.0,4,2.5,2052,3723,2.0,0,0,3,8,2052,0,2014,0,98003,47.2824,-122.295,2052,5250 +2858600083,20141222T000000,550000.0,5,2.5,2780,9272,2.0,0,0,3,8,2780,0,2014,0,98126,47.5168,-122.378,1150,8460 +2391601195,20150430T000000,1050000.0,4,4.25,3720,5750,2.0,0,2,3,9,2960,760,2006,0,98116,47.5632,-122.399,2550,5750 +976000903,20150319T000000,655000.0,2,2.25,1460,1851,2.0,0,0,3,9,1180,280,2014,0,98119,47.6461,-122.362,1800,4269 +7904700128,20141110T000000,385000.0,3,3.5,1370,1540,2.0,0,0,3,8,1100,270,2006,0,98116,47.5638,-122.388,1370,915 +5609000311,20150410T000000,729999.0,6,4.5,3600,6110,2.0,0,0,3,9,2510,1090,2012,0,98118,47.5687,-122.291,1360,5800 +1972201963,20140616T000000,523950.0,3,2.25,1420,1282,3.0,0,0,3,8,1420,0,2006,0,98103,47.6533,-122.346,1530,1280 +9272201704,20140512T000000,369000.0,2,2.5,980,895,2.0,0,0,3,8,670,310,2009,0,98116,47.5874,-122.386,980,899 +8648900060,20140505T000000,509900.0,3,2.5,1790,2700,2.0,0,0,3,8,1790,0,2010,0,98027,47.564,-122.093,1890,3078 +3832050890,20140715T000000,282000.0,3,2.5,2010,5399,2.0,0,0,3,7,2010,0,2006,0,98042,47.3338,-122.052,2280,5141 +255450340,20140827T000000,387865.0,3,2.5,2370,4200,2.0,0,0,3,8,2370,0,2014,0,98038,47.3696,-122.018,2370,4200 +2172000890,20141120T000000,385000.0,4,2.5,2560,6238,2.0,0,0,3,8,2560,0,2007,0,98178,47.4899,-122.255,2560,6240 +6127010320,20140609T000000,536000.0,3,2.5,1900,6224,2.0,0,0,3,7,1900,0,2005,0,98075,47.5941,-122.004,2260,5450 +2810100023,20140625T000000,395000.0,2,2.25,1350,1493,2.0,0,0,3,8,1050,300,2007,0,98136,47.5421,-122.388,1250,1202 +8011100125,20141117T000000,545000.0,4,2.75,2650,6717,2.0,0,0,3,10,2650,0,2014,0,98056,47.4947,-122.171,2740,7923 +7852090390,20150413T000000,715000.0,4,2.5,3020,7035,2.0,0,4,3,9,3020,0,2001,0,98065,47.5344,-121.874,3020,6771 +3630080070,20140710T000000,348000.0,3,2.5,1500,2255,2.0,0,0,3,7,1500,0,2005,0,98029,47.5538,-121.997,1440,2040 +9126100765,20140801T000000,455000.0,3,1.75,1320,1014,3.0,0,0,3,9,1320,0,2015,0,98122,47.6047,-122.305,1380,1495 +7853380510,20140603T000000,575000.0,4,2.75,3120,7644,2.0,0,0,3,10,3120,0,2010,0,98065,47.5156,-121.884,2980,6050 +993000136,20141007T000000,449950.0,3,2.25,1540,1270,3.0,0,0,3,7,1540,0,2014,0,98103,47.6935,-122.341,1230,1454 +3278604510,20140625T000000,364000.0,3,2.5,1800,2790,2.0,0,0,3,8,1800,0,2011,0,98126,47.5455,-122.371,1580,2036 +2937300060,20141201T000000,932990.0,4,2.5,3640,6389,2.0,0,0,3,9,3640,0,2014,0,98052,47.7049,-122.123,3570,6303 +9510860060,20140627T000000,710000.0,3,2.5,2440,4153,2.0,0,0,3,9,2440,0,2003,0,98052,47.665,-122.087,2030,4143 +293070310,20150213T000000,949990.0,4,4.0,3970,7314,2.0,0,0,3,9,3970,0,2014,0,98074,47.6173,-122.056,3560,5258 +255450400,20140731T000000,326989.0,3,2.5,2060,4200,2.0,0,0,3,8,2060,0,2014,0,98038,47.3706,-122.017,2370,4200 +3845100140,20140708T000000,335606.0,3,2.5,2538,4600,2.0,0,0,3,8,2538,0,2013,0,98092,47.2584,-122.196,2570,4800 +3758900075,20140507T000000,1532500.0,5,4.5,4270,8076,2.0,0,0,3,11,3400,870,2007,0,98033,47.699,-122.206,4100,10631 +3395071610,20141126T000000,299950.0,3,2.5,1320,3150,2.0,0,0,3,7,1320,0,2005,0,98118,47.5328,-122.282,1390,1725 +9477580030,20141014T000000,962000.0,4,2.75,3340,5700,2.0,0,0,3,11,3340,0,2013,0,98059,47.5059,-122.146,3340,6940 +8138870060,20140813T000000,395825.0,2,2.5,1590,1679,2.0,0,0,3,8,1590,0,2012,0,98029,47.5449,-122.011,1590,1680 +7237450030,20141014T000000,419354.0,5,2.75,2710,4500,2.0,0,0,3,8,2710,0,2014,0,98038,47.3547,-122.062,2710,4626 +3767300041,20140826T000000,920000.0,4,2.75,3140,7258,2.0,0,1,3,10,3140,0,2006,0,98034,47.7064,-122.232,2990,13600 +291310370,20140829T000000,366000.0,3,2.25,1445,1028,2.0,0,0,3,7,1300,145,2005,0,98027,47.5339,-122.067,1445,1377 +7853361230,20140516T000000,480000.0,4,2.5,2430,5000,2.0,0,0,3,7,2430,0,2009,0,98065,47.515,-121.873,2430,5441 +7904700126,20141120T000000,388000.0,3,3.25,1370,915,2.0,0,0,3,8,1100,270,2006,0,98116,47.5639,-122.388,1370,1146 +8085400376,20150421T000000,2320000.0,4,3.5,5050,9520,2.0,0,0,3,11,3610,1440,2007,0,98004,47.6364,-122.209,2430,9248 +9828702851,20150121T000000,730000.0,3,2.5,1860,1290,2.0,0,0,3,9,1240,620,2010,0,98122,47.6179,-122.301,1710,1525 +8562710550,20140521T000000,950000.0,5,3.75,5330,6000,2.0,0,2,3,10,3570,1760,2006,0,98027,47.5401,-122.073,4420,5797 +3278613210,20140728T000000,358990.0,3,3.25,1710,2171,2.0,0,0,3,7,1400,310,2014,0,98106,47.5434,-122.368,1380,1300 +7694200340,20141016T000000,398651.0,4,2.5,2650,4120,2.0,0,0,3,8,2650,0,2014,0,98146,47.5019,-122.34,2030,3768 +1839500055,20141114T000000,530000.0,4,2.5,2590,7891,2.0,0,0,3,9,2590,0,2006,0,98056,47.5055,-122.194,1400,7891 +3448900320,20140723T000000,610360.0,4,2.5,2610,5562,2.0,0,0,3,9,2610,0,2013,0,98056,47.5137,-122.169,2720,7400 +9267200226,20140502T000000,436110.0,3,2.5,1770,1235,3.0,0,0,3,8,1600,170,2007,0,98103,47.6965,-122.342,1680,1203 +2895730070,20140620T000000,925000.0,4,2.75,3730,8014,2.0,0,0,3,10,3730,0,2012,0,98074,47.6036,-122.059,3670,8279 +2970800105,20150313T000000,449950.0,4,2.5,2420,5244,2.0,0,0,3,9,2420,0,2007,0,98166,47.4729,-122.35,1400,5250 +325059277,20140527T000000,760000.0,4,2.5,3330,7399,2.0,0,0,3,9,3330,0,2009,0,98052,47.679,-122.153,2640,8601 +6817750140,20140708T000000,293000.0,3,2.25,1910,3481,2.0,0,0,3,8,1910,0,2009,0,98055,47.4293,-122.188,1714,3177 +8682320640,20150212T000000,695000.0,2,2.5,2170,7665,1.0,0,2,3,8,2170,0,2013,0,98053,47.7112,-122.019,2300,7100 +8669180390,20140604T000000,285000.0,3,2.5,2437,5136,2.0,0,0,3,7,2437,0,2011,0,98002,47.3517,-122.21,2437,4614 +4233600260,20141230T000000,1255780.0,5,4.0,4180,12042,2.0,0,0,3,10,4180,0,2014,0,98075,47.5959,-122.014,1800,6052 +3278611600,20140714T000000,379900.0,3,2.5,1800,2791,2.0,0,0,3,8,1800,0,2011,0,98126,47.5442,-122.371,1580,2617 +7787920160,20150427T000000,472000.0,5,2.5,2570,7412,2.0,0,0,3,8,2570,0,2006,0,98019,47.7265,-121.957,2890,8056 +2517101200,20140707T000000,300000.0,4,2.5,2090,5195,2.0,0,0,3,7,2090,0,2007,0,98031,47.3986,-122.166,2090,5236 +6181420200,20141120T000000,272000.0,4,2.5,2789,3960,2.0,0,0,3,7,2789,0,2007,0,98001,47.3059,-122.28,2547,3960 +3845100550,20141120T000000,418395.0,4,2.5,2906,5893,2.0,0,0,3,9,2906,0,2014,0,98092,47.2599,-122.192,2680,4950 +7853321180,20141222T000000,465000.0,5,2.5,2550,6405,2.0,0,0,3,7,2550,0,2008,0,98065,47.5191,-121.869,2190,5900 +7502800030,20140716T000000,659950.0,4,2.75,3550,9400,2.0,0,0,3,9,3550,0,2014,0,98059,47.4827,-122.131,3550,9421 +3869900139,20150107T000000,484950.0,3,2.25,1590,926,3.0,0,0,3,8,1590,0,2014,0,98136,47.5402,-122.387,1640,1321 +1332700200,20150426T000000,359000.0,3,2.25,1950,1968,2.0,0,0,4,7,1160,790,1979,0,98056,47.5179,-122.195,1950,1968 +9211010260,20140617T000000,519000.0,4,2.5,3250,4500,2.0,0,0,3,8,3250,0,2009,0,98059,47.4944,-122.149,3030,4518 +4100500070,20140527T000000,1710000.0,5,4.5,4590,14685,2.0,0,0,3,10,4590,0,2009,0,98033,47.664,-122.2,3030,9486 +7708210070,20140617T000000,535000.0,4,2.75,3070,7201,2.0,0,0,3,9,3070,0,2006,0,98059,47.4897,-122.147,2880,8364 +7853270520,20150409T000000,622950.0,4,3.25,3030,7644,2.0,0,0,3,8,2830,200,2006,0,98065,47.5457,-121.881,3400,6908 +5126300060,20140811T000000,515000.0,3,2.5,2610,5845,2.0,0,0,3,8,2610,0,2005,0,98059,47.4821,-122.142,2810,5000 +2517000260,20140522T000000,330000.0,4,3.5,3150,6202,2.0,0,0,3,7,3150,0,2005,0,98042,47.3993,-122.162,2950,5940 +832700270,20150213T000000,318000.0,3,1.5,1240,983,3.0,0,0,3,8,1240,0,2009,0,98133,47.7235,-122.353,1240,1026 +3022800260,20141007T000000,439000.0,3,2.5,1680,2801,2.0,0,0,3,7,1680,0,2011,0,98011,47.745,-122.181,1920,2723 +254000241,20150324T000000,540000.0,3,2.5,2220,5279,2.0,0,0,3,8,2220,0,2006,0,98146,47.5132,-122.387,1610,5297 +7237501370,20140717T000000,1079000.0,4,3.25,4800,12727,2.0,0,0,3,10,4800,0,2011,0,98059,47.5311,-122.134,4750,13602 +662440030,20150326T000000,435000.0,4,2.5,3100,4699,2.0,0,0,3,9,3100,0,2010,0,98038,47.3785,-122.023,2450,5130 +2524069078,20150122T000000,2700000.0,4,4.0,7850,89651,2.0,0,0,3,12,7850,0,2006,0,98027,47.5406,-121.982,6210,95832 +8895800200,20141017T000000,1100000.0,4,2.75,3590,5625,2.0,0,0,3,10,3590,0,2012,0,98052,47.6959,-122.133,3590,5625 +9268850160,20150206T000000,293467.0,4,2.0,1590,942,3.0,0,0,3,7,1590,0,2008,0,98027,47.54,-122.026,1390,942 +7299600700,20150512T000000,328000.0,3,2.5,2242,4800,2.0,0,0,3,8,2242,0,2013,0,98092,47.2581,-122.2,2009,4800 +291310340,20140708T000000,550000.0,3,3.5,2490,3582,2.0,0,0,3,8,1720,770,2005,0,98027,47.5338,-122.067,1445,1590 +2768100510,20150402T000000,649000.0,3,2.0,1530,1442,3.0,0,0,3,9,1530,0,2015,0,98107,47.6692,-122.372,1620,1456 +1776230060,20140708T000000,435000.0,4,2.5,2150,3143,2.0,0,0,3,7,2150,0,2010,0,98059,47.5048,-122.154,2640,3200 +1772600510,20140620T000000,625000.0,3,2.5,2440,4800,2.0,0,0,3,10,2440,0,2014,0,98106,47.5595,-122.365,1180,5480 +8024200677,20150429T000000,415000.0,3,1.5,1270,1483,3.0,0,0,3,8,1270,0,2007,0,98115,47.6987,-122.317,1270,1413 +982850060,20140603T000000,400000.0,3,2.25,1450,4706,2.0,0,0,3,7,1450,0,2009,0,98028,47.761,-122.232,1490,4667 +7518506715,20140506T000000,979000.0,3,2.5,2690,4047,3.0,0,0,3,10,2690,0,2014,0,98117,47.6797,-122.385,2040,5000 +7202280390,20150220T000000,625250.0,4,2.5,2755,4831,2.0,0,0,3,7,2755,0,2003,0,98053,47.685,-122.039,2510,4831 +710600160,20140909T000000,665000.0,4,3.5,2650,3474,2.0,0,0,3,8,2230,420,2011,0,98027,47.5377,-122.046,2330,3474 +952005525,20140627T000000,589500.0,3,3.25,2310,3075,2.0,0,0,3,8,1730,580,2005,0,98116,47.5644,-122.383,2310,3075 +2487700274,20150309T000000,437000.0,2,3.0,1460,1452,2.0,0,0,3,8,1140,320,2007,0,98136,47.5224,-122.39,1460,1452 +3449000060,20141001T000000,320000.0,3,1.0,1400,9000,1.0,0,0,5,7,1400,0,1959,0,98059,47.5022,-122.145,1440,8400 +7830800473,20150114T000000,333500.0,3,2.5,2196,7475,2.0,0,0,3,8,2196,0,2006,0,98030,47.3803,-122.204,1860,6755 +6056100370,20141124T000000,430000.0,3,2.25,2020,2750,2.0,0,0,3,8,1680,340,2008,0,98108,47.5633,-122.297,1720,1546 +2126059295,20140805T000000,995500.0,5,4.5,4280,8465,2.0,0,0,3,10,4280,0,2014,0,98034,47.7325,-122.165,2990,11067 +1442880340,20140603T000000,427874.0,3,3.0,2340,5002,2.0,0,0,3,8,2340,0,2013,0,98045,47.4831,-121.773,2790,5375 +7694200070,20140521T000000,334990.0,4,2.5,2220,4228,2.0,0,0,3,8,2220,0,2014,0,98146,47.5014,-122.341,2220,4157 +8562710640,20150211T000000,909500.0,4,4.0,4420,5940,2.0,0,0,3,10,3410,1010,2006,0,98027,47.5397,-122.072,4510,5797 +3832050860,20150319T000000,210000.0,3,2.0,1580,4961,2.0,0,0,3,7,1580,0,2006,0,98042,47.3338,-122.053,2280,5000 +2526059225,20150123T000000,952990.0,4,2.75,3550,6558,2.0,0,0,3,9,3550,0,2013,0,98052,47.7076,-122.115,3140,5617 +1972200139,20150218T000000,622500.0,2,1.75,1510,851,3.0,0,0,3,8,1420,90,2013,0,98107,47.6536,-122.358,1300,1338 +2768100186,20140618T000000,515000.0,3,3.5,1360,1419,2.0,0,0,3,8,1040,320,2007,0,98107,47.6697,-122.371,1560,1977 +6791400070,20150126T000000,350000.0,3,2.5,2040,13590,2.0,0,0,3,8,2040,0,2009,0,98042,47.3122,-122.04,1850,12485 +424049284,20141016T000000,310000.0,1,1.5,1120,912,3.0,0,0,3,7,1120,0,2011,0,98144,47.5924,-122.299,1380,3200 +7853280550,20140528T000000,700000.0,4,3.5,4490,5099,2.0,0,0,3,9,3390,1100,2006,0,98065,47.5394,-121.861,4290,5537 +7768800270,20140715T000000,907687.0,4,2.5,3560,6786,2.0,0,0,3,9,2930,630,2014,0,98075,47.5756,-122.071,3560,5886 +8682320350,20140709T000000,741500.0,2,2.5,2150,5760,1.0,0,0,3,8,2150,0,2010,0,98053,47.7094,-122.018,1640,4680 +1776460140,20140724T000000,395000.0,3,2.5,2130,5088,2.0,0,0,3,8,1840,290,2011,0,98019,47.7329,-121.976,2130,5762 +5045700400,20150223T000000,559950.0,5,2.75,2990,6370,2.0,0,0,3,8,2990,0,2014,0,98059,47.4853,-122.154,2730,5740 +3356402702,20140725T000000,215000.0,4,2.5,1847,8000,2.0,0,0,3,7,1847,0,2008,0,98001,47.2872,-122.257,1847,8000 +2140950160,20150222T000000,390000.0,4,2.5,2610,7227,2.0,0,0,3,9,2610,0,2011,0,98010,47.314,-122.023,2630,7421 +2621069017,20150303T000000,425000.0,3,2.25,1670,107157,1.0,0,0,3,7,1670,0,2007,0,98022,47.2743,-122.009,3310,108900 +1422069070,20150507T000000,472000.0,3,2.5,1860,415126,2.0,0,0,3,7,1860,0,2006,0,98038,47.3974,-122.005,2070,54014 +2579500181,20150407T000000,1330000.0,4,3.5,3440,9776,2.0,0,0,3,10,3440,0,2006,0,98040,47.5374,-122.216,2400,11000 +7852120140,20140610T000000,695000.0,4,3.5,3510,9364,2.0,0,0,3,10,3510,0,2001,0,98065,47.54,-121.876,3510,9161 +9274200324,20150120T000000,545000.0,3,2.5,1740,1279,3.0,0,0,3,8,1740,0,2008,0,98116,47.589,-122.387,1740,1280 +422000075,20140711T000000,389950.0,4,2.5,2240,5500,2.0,0,0,3,8,2240,0,2013,0,98056,47.496,-122.169,700,5500 +263000253,20150330T000000,380000.0,3,2.25,1550,1485,3.0,0,0,3,8,1550,0,2011,0,98103,47.6989,-122.346,1550,1480 +9268850140,20141117T000000,288790.0,4,2.0,1390,745,3.0,0,0,3,7,1390,0,2008,0,98027,47.5401,-122.026,1390,942 +9306500200,20150401T000000,432500.0,3,3.0,2500,6000,2.0,0,0,3,8,2500,0,2012,0,98058,47.4408,-122.161,2130,6000 +8562770350,20141206T000000,615000.0,3,3.5,2710,3326,2.0,0,0,3,8,1650,1060,2005,0,98027,47.5371,-122.073,2280,2738 +2026049326,20140707T000000,500000.0,3,2.5,1720,3012,2.0,0,0,3,9,1720,0,2011,0,98133,47.7312,-122.334,1720,7658 +9126101090,20140531T000000,615000.0,3,2.25,1760,1146,3.0,0,0,3,9,1760,0,2014,0,98122,47.6073,-122.304,1346,3472 +2888000030,20140926T000000,500000.0,4,2.25,2270,8196,1.0,0,0,5,7,1150,1120,1963,0,98034,47.7214,-122.227,1920,10122 +8032700075,20141015T000000,622000.0,3,3.5,1690,1765,2.0,0,0,3,8,1370,320,2006,0,98103,47.6536,-122.34,1690,1694 +7853440140,20150409T000000,802945.0,5,3.5,4000,9234,2.0,0,0,3,9,4000,0,2015,0,98024,47.5265,-121.887,3690,6600 +1245003330,20140731T000000,1260000.0,4,2.5,2880,9003,2.0,0,0,3,10,2880,0,2008,0,98033,47.6844,-122.199,2640,8126 +1176001124,20150224T000000,598950.0,3,2.5,1480,1531,3.0,0,0,3,8,1480,0,2014,0,98107,47.669,-122.402,1530,1321 +7853360990,20150102T000000,430000.0,3,2.5,1950,4949,2.0,0,0,3,7,1950,0,2009,0,98065,47.5155,-121.87,2200,5740 +7853320030,20141124T000000,515000.0,4,2.75,2700,5150,2.0,0,0,3,9,2700,0,2009,0,98065,47.5209,-121.874,2700,5747 +7576200012,20140717T000000,1262000.0,2,3.0,2210,3917,2.0,0,0,3,10,1500,710,2008,0,98122,47.6166,-122.291,1720,3933 +7207900030,20140609T000000,400000.0,4,3.5,2370,3692,2.5,0,0,3,8,2370,0,2013,0,98056,47.5044,-122.17,2520,5425 +952006827,20150422T000000,390000.0,3,2.5,1310,1254,2.0,0,0,3,7,850,460,2007,0,98116,47.5622,-122.384,1310,1372 +7853321090,20141001T000000,450000.0,3,2.5,2410,4293,2.0,0,0,3,7,2410,0,2007,0,98065,47.5196,-121.869,2190,5900 +1042700060,20140516T000000,804995.0,5,1.5,3360,5402,2.0,0,0,3,9,3360,0,2014,0,98074,47.6067,-122.053,3360,5415 +2597490140,20150326T000000,825000.0,4,3.25,3040,4155,2.0,0,0,3,8,2350,690,2013,0,98029,47.5429,-122.012,2680,4000 +7852130800,20140513T000000,435000.0,4,2.25,2140,6355,2.0,0,0,3,7,2140,0,2002,0,98065,47.5367,-121.88,2480,5746 +7625702967,20140609T000000,398000.0,3,2.5,1720,1715,2.0,0,0,3,7,1240,480,2004,0,98136,47.5481,-122.384,1610,1626 +3845100640,20140605T000000,411605.0,4,2.5,2658,3960,2.0,0,0,3,9,2658,0,2014,0,98092,47.2603,-122.194,2578,4200 +1773100922,20141208T000000,315000.0,3,3.25,1480,983,2.0,0,0,3,8,1180,300,2013,0,98106,47.5555,-122.363,1330,1062 +2770602493,20141120T000000,455000.0,2,2.0,1350,1209,3.0,0,0,3,8,1350,0,2013,0,98199,47.649,-122.383,1310,982 +475000187,20150501T000000,452950.0,3,2.5,1150,1194,2.0,0,0,3,8,1020,130,2006,0,98107,47.6684,-122.365,1450,1714 +6056100383,20140520T000000,380000.0,3,1.75,1690,1468,2.0,0,0,3,8,1380,310,2008,0,98108,47.563,-122.297,1690,1936 +6056111370,20141124T000000,340000.0,2,1.75,1270,1916,2.0,0,0,3,8,1270,0,2012,0,98108,47.5648,-122.294,1140,1916 +9578500510,20141103T000000,409950.0,3,2.5,2655,5080,2.0,0,0,3,8,2655,0,2013,0,98023,47.2972,-122.348,2879,5232 +9828701488,20150504T000000,360000.0,2,1.0,880,1165,2.0,0,0,3,8,880,0,2005,0,98122,47.6192,-122.297,1640,3825 +6600000217,20150403T000000,1595000.0,4,4.25,4645,7757,2.0,0,0,3,10,3855,790,2006,0,98112,47.6248,-122.29,2150,6970 +8024200685,20140520T000000,440000.0,3,1.5,1270,1443,3.0,0,0,3,8,1270,0,2007,0,98115,47.699,-122.317,1270,1413 +2923039264,20140910T000000,730000.0,2,1.75,1728,95950,1.0,0,3,3,9,1728,0,2012,0,98070,47.4579,-122.443,1720,35735 +8073900070,20140522T000000,408000.0,3,2.25,1950,7221,1.0,0,0,4,8,1950,0,2006,0,98188,47.431,-122.285,2310,8125 +2419700030,20140825T000000,820000.0,4,2.5,3170,3862,3.0,0,0,3,8,3170,0,2008,0,98034,47.6705,-122.145,2840,4181 +9396700024,20140731T000000,360000.0,2,2.5,1233,1244,2.0,0,0,3,7,963,270,2007,0,98136,47.5533,-122.381,1230,1300 +3845100160,20140620T000000,339990.0,3,2.5,2570,4600,2.0,0,0,3,8,2570,0,2014,0,98092,47.2582,-122.196,2570,5000 +9126100814,20141008T000000,515000.0,3,2.0,1560,1020,3.0,0,0,3,8,1560,0,2014,0,98122,47.605,-122.304,1560,1728 +1982201595,20150121T000000,541000.0,3,1.75,1630,1166,2.0,0,0,3,8,1020,610,2013,0,98107,47.6646,-122.367,1420,1670 +8151600973,20150406T000000,375000.0,4,2.5,2510,7245,2.0,0,0,3,9,2510,0,2007,0,98146,47.5096,-122.363,1830,8900 +2722059322,20141020T000000,320000.0,4,2.5,2223,5780,2.0,0,0,3,8,2223,0,2010,0,98042,47.3586,-122.157,1690,7766 +8562780090,20150227T000000,325000.0,2,2.25,1230,1058,2.0,0,0,3,7,1160,70,2008,0,98027,47.5325,-122.073,1240,817 +3346300356,20150318T000000,740000.0,5,2.75,3050,7520,2.0,0,0,3,8,3050,0,2014,0,98056,47.5245,-122.184,2180,10800 +7237450600,20141030T000000,450000.0,5,2.75,2710,6220,2.0,0,0,3,8,2710,0,2014,0,98038,47.3555,-122.061,2530,4759 +8944550100,20140723T000000,455000.0,4,2.5,2090,4400,2.0,0,0,3,8,2090,0,2011,0,98118,47.5403,-122.286,2090,3430 +3438502437,20150203T000000,292500.0,3,2.5,1440,1068,2.0,0,0,3,8,1160,280,2006,0,98106,47.5393,-122.361,1580,1483 +2423069039,20140806T000000,650000.0,3,2.5,2500,51836,1.0,0,0,3,9,1510,990,2013,0,98027,47.4694,-121.989,2270,54450 +8011100047,20150306T000000,530000.0,4,2.75,2740,7872,2.0,0,0,3,10,2740,0,2015,0,98056,47.4954,-122.172,1220,6300 +1042700300,20140804T000000,829995.0,5,3.25,3360,6120,2.0,0,0,3,9,3360,0,2014,0,98074,47.607,-122.053,3230,5398 +1776460110,20141223T000000,395000.0,4,2.75,2280,5013,2.0,0,0,3,8,2280,0,2009,0,98019,47.7333,-121.976,2130,5121 +293070090,20140711T000000,859990.0,4,2.75,3520,5500,2.0,0,0,3,9,3520,0,2014,0,98074,47.6181,-122.056,3340,5500 +7548301044,20140710T000000,342500.0,2,1.5,1320,826,2.0,0,0,3,8,1100,220,2008,0,98144,47.5879,-122.304,1340,1213 +7203160090,20141205T000000,743000.0,4,2.75,3410,5838,2.0,0,0,3,9,3410,0,2012,0,98053,47.6931,-122.022,3420,7048 +8096800110,20141215T000000,345000.0,3,2.25,2730,9388,1.0,0,0,3,7,1390,1340,1975,0,98030,47.3785,-122.185,2255,5701 +3278600900,20141231T000000,443000.0,3,2.5,1780,2778,2.0,0,0,3,8,1530,250,2007,0,98126,47.5487,-122.372,1380,1998 +4051150100,20140929T000000,260000.0,3,2.5,1427,4337,2.0,0,0,3,7,1427,0,2009,0,98042,47.3857,-122.162,1443,4347 +925059311,20140722T000000,810000.0,4,2.5,2910,6555,2.0,0,0,3,9,2910,0,2005,0,98033,47.6659,-122.172,2910,10419 +4305600100,20141222T000000,570000.0,4,2.75,3250,5600,2.0,0,0,3,8,3250,0,2011,0,98059,47.4806,-122.125,2730,5667 +2311400195,20150303T000000,1563100.0,5,3.5,3630,8100,2.0,0,0,3,10,3630,0,2008,0,98004,47.5951,-122.2,1730,8246 +1732800194,20141113T000000,840000.0,2,2.5,1680,975,3.0,0,0,3,9,1680,0,2009,0,98119,47.6321,-122.361,1680,977 +5015001452,20150414T000000,950000.0,3,2.5,2280,2296,3.0,0,0,3,9,1890,390,2013,0,98112,47.6256,-122.299,1390,4000 +7853430690,20150127T000000,572800.0,3,2.5,3310,4682,2.0,0,0,3,9,2380,930,2015,0,98065,47.5201,-121.885,2660,5166 +3821700038,20141001T000000,305000.0,3,3.0,1290,1112,3.0,0,0,3,7,1290,0,2008,0,98125,47.7282,-122.296,1230,9000 +5078400215,20140730T000000,1695000.0,5,4.75,3940,7067,2.0,0,0,3,10,3230,710,2008,0,98004,47.6232,-122.205,1910,7735 +1773100315,20140827T000000,445000.0,4,2.5,2170,6000,2.0,0,0,3,7,1630,540,2008,0,98106,47.5589,-122.365,1720,5668 +2224069165,20140902T000000,801000.0,4,3.5,3290,8059,2.0,0,0,3,9,3290,0,2012,0,98029,47.5573,-122.02,3290,10758 +9510861140,20140714T000000,711000.0,3,2.5,2550,5376,2.0,0,0,3,9,2550,0,2004,0,98052,47.6647,-122.083,2250,4050 +3277801431,20140827T000000,268500.0,3,2.25,1140,977,2.0,0,0,3,7,850,290,2008,0,98126,47.5439,-122.375,1140,976 +1760650750,20141006T000000,320000.0,4,2.5,2300,3825,2.0,0,0,3,7,2300,0,2012,0,98042,47.3594,-122.082,2110,3825 +1607100038,20140921T000000,500000.0,4,3.25,2670,5001,1.0,0,0,3,9,1640,1030,2013,0,98108,47.5666,-122.293,1610,5001 +1862400176,20140505T000000,631625.0,4,2.5,2440,6651,2.0,0,0,3,9,2440,0,2014,0,98117,47.6971,-122.371,1350,7653 +5457801833,20150127T000000,850000.0,2,2.5,1611,2210,2.0,0,2,3,10,1611,0,2005,0,98109,47.6291,-122.347,2070,2182 +8562770110,20141027T000000,600000.0,3,3.5,2710,3290,2.0,0,0,3,8,1650,1060,2006,0,98027,47.5367,-122.072,2440,3290 +2623039019,20140508T000000,988500.0,3,2.75,2015,16807,2.0,1,4,3,9,2015,0,2007,0,98166,47.45,-122.377,1780,12310 +9578500690,20150327T000000,430236.0,4,3.25,3444,5166,2.0,0,0,3,8,2714,730,2014,0,98023,47.2966,-122.348,2848,5182 +711000110,20140915T000000,1266520.0,3,2.5,3060,9576,2.0,0,0,3,10,3060,0,2005,0,98004,47.5928,-122.199,3060,9579 +2597490750,20150428T000000,689500.0,4,2.5,2050,2772,2.0,0,0,3,8,2050,0,2013,0,98029,47.5431,-122.011,1800,2886 +6056100165,20141201T000000,175003.0,3,1.5,1390,1882,2.0,0,0,3,7,1390,0,2014,0,98108,47.5667,-122.297,1490,2175 +2767603824,20140915T000000,459000.0,2,2.5,1240,1249,3.0,0,0,3,8,1240,0,2006,0,98107,47.6718,-122.386,1240,2500 +7237550110,20150424T000000,1180000.0,4,3.25,3750,74052,2.0,0,0,3,10,3750,0,2013,0,98053,47.658,-122.006,4920,74052 +2325300037,20140902T000000,358000.0,3,3.25,1410,1442,3.0,0,0,3,8,1360,50,2006,0,98125,47.7183,-122.317,1500,1200 +1085623710,20140714T000000,447055.0,4,2.5,2448,4949,2.0,0,0,3,9,2448,0,2014,0,98030,47.3428,-122.179,2815,5446 +774100475,20140627T000000,415000.0,3,2.75,2600,64626,1.5,0,0,3,8,2600,0,2009,0,98014,47.7185,-121.405,1740,64626 +1489300215,20141013T000000,1210000.0,4,3.25,3330,9000,2.0,0,0,3,9,2870,460,2004,0,98033,47.6836,-122.208,2550,6349 +9828702902,20141021T000000,495000.0,2,2.25,1160,1010,2.0,0,0,3,8,1000,160,2006,0,98112,47.6207,-122.301,1200,1170 +6371000100,20141120T000000,479000.0,2,2.25,1330,1380,2.0,0,0,3,8,1060,270,2005,0,98116,47.577,-122.41,1580,4802 +2025069140,20150317T000000,1898000.0,3,2.5,2830,4334,3.0,1,4,3,10,2830,0,2006,0,98074,47.6318,-122.071,2830,38211 +2781280300,20141016T000000,249900.0,3,2.5,1610,3517,2.0,0,0,3,8,1610,0,2005,0,98055,47.4496,-122.189,1830,2889 +9551201240,20141030T000000,1465000.0,4,2.5,2800,4000,2.0,0,0,3,9,2800,0,2011,0,98103,47.6695,-122.339,1770,4200 +2726059144,20150410T000000,1037000.0,5,3.75,4570,10194,2.0,0,0,3,11,4570,0,2006,0,98034,47.718,-122.161,2040,7560 +5363200100,20141020T000000,897000.0,4,2.5,2820,6120,2.0,0,0,3,9,2820,0,2014,0,98115,47.6911,-122.293,1510,6120 +1725059330,20150327T000000,1100000.0,4,2.5,2570,9470,2.0,0,0,3,9,2570,0,2006,0,98033,47.6548,-122.19,2570,10663 +7234601140,20141113T000000,685000.0,3,2.25,1710,1193,2.0,0,0,3,9,1140,570,2014,0,98122,47.6173,-122.31,1510,1193 +3057000300,20140930T000000,295000.0,3,1.5,1220,3286,2.0,0,0,3,7,1220,0,1982,0,98033,47.7168,-122.189,1220,2640 +1972200553,20140804T000000,619000.0,3,2.25,1650,946,3.0,0,0,3,8,1650,0,2014,0,98103,47.6536,-122.354,1570,1283 +6371000148,20141125T000000,439108.0,2,1.5,1130,1340,2.0,0,0,3,8,910,220,2008,0,98116,47.5761,-122.41,1310,1340 +301400850,20150220T000000,260000.0,3,2.25,1489,2800,2.0,0,0,3,7,1489,0,2011,0,98002,47.3452,-122.215,1584,3200 +1123049232,20140606T000000,279000.0,5,2.5,2690,5557,2.0,0,0,3,7,2690,0,2012,0,98178,47.4914,-122.253,2090,10500 +3654200037,20150330T000000,380000.0,3,2.25,1530,1305,2.0,0,0,3,7,1116,414,2007,0,98177,47.7034,-122.357,1320,1427 +7299601790,20141107T000000,287000.0,3,2.5,1600,6315,2.0,0,0,3,8,1600,0,2013,0,98092,47.2611,-122.198,1608,4300 +2771101921,20141211T000000,377000.0,2,1.5,1000,1251,2.0,0,0,3,7,930,70,2006,0,98199,47.6529,-122.384,1420,1187 +3566800485,20150223T000000,649950.0,4,3.5,2440,3012,3.0,0,1,3,8,2440,0,2005,0,98117,47.6923,-122.392,1860,4650 +2767601311,20141024T000000,445000.0,3,2.5,1260,1102,3.0,0,0,3,8,1260,0,2007,0,98107,47.675,-122.387,1320,2500 +9137101696,20150504T000000,605000.0,3,2.5,1660,1692,3.0,0,0,3,7,1610,50,2005,0,98115,47.6801,-122.322,1210,1230 +9528104345,20140923T000000,475000.0,3,2.25,1190,1137,2.0,0,0,3,7,960,230,1999,0,98115,47.677,-122.325,1190,1080 +3753000100,20140828T000000,399000.0,3,3.0,1520,1884,3.0,0,0,3,8,1520,0,2009,0,98125,47.7176,-122.284,1360,1939 +6798100690,20150420T000000,718000.0,5,2.75,3250,8100,2.0,0,0,3,8,3250,0,2014,0,98125,47.7133,-122.311,1270,8100 +148000475,20140528T000000,1400000.0,4,3.25,4700,9160,1.0,0,4,3,11,2520,2180,2005,0,98116,47.5744,-122.406,2240,8700 +3277801417,20140516T000000,341000.0,3,2.5,1480,1663,2.0,0,0,3,9,1180,300,2012,0,98126,47.5443,-122.375,1380,1537 +8682320090,20140519T000000,818000.0,2,2.5,2380,9374,1.0,0,2,3,8,2380,0,2011,0,98053,47.7095,-122.019,1610,5000 +9828701507,20141202T000000,759000.0,3,2.25,1640,1873,3.0,0,0,3,8,1640,0,2014,0,98112,47.6196,-122.297,1640,3920 +3362400432,20140611T000000,547500.0,3,3.5,1650,2262,3.0,0,0,3,8,1650,0,2010,0,98103,47.6823,-122.347,1620,3166 +856000195,20140521T000000,2700000.0,5,4.75,5305,8401,2.0,0,2,3,11,3745,1560,2005,0,98033,47.6864,-122.215,2960,7200 +9396700028,20140722T000000,358000.0,2,2.5,1278,987,2.0,0,0,3,7,1002,276,2007,0,98136,47.5532,-122.381,1220,1287 +8850000018,20141001T000000,412000.0,3,2.5,1200,813,3.0,0,0,3,9,1200,0,2010,0,98144,47.5894,-122.315,1750,4365 +9524100207,20150130T000000,245000.0,2,1.5,690,1058,2.0,0,0,3,7,690,0,2005,0,98103,47.6951,-122.343,690,1058 +1085623350,20141007T000000,460940.0,4,2.5,3202,4964,2.0,0,0,3,9,3202,0,2014,0,98030,47.3412,-122.179,2425,4886 +7663700973,20140522T000000,321000.0,3,2.25,1347,1292,3.0,0,0,3,7,1347,0,2010,0,98125,47.7306,-122.291,1480,1865 +7853420100,20140623T000000,633634.0,4,3.5,2960,6000,2.0,0,0,3,9,2960,0,2014,0,98065,47.5183,-121.886,2960,6000 +1025039168,20140923T000000,290000.0,1,0.75,740,1284,1.0,0,0,4,6,740,0,1928,0,98107,47.6741,-122.406,1430,3988 +476000110,20150401T000000,445000.0,2,2.25,1200,1137,3.0,0,0,3,7,1200,0,2007,0,98107,47.6715,-122.392,1280,1295 +2254100090,20150407T000000,887250.0,5,3.5,4320,7502,2.0,0,0,3,9,3500,820,2012,0,98056,47.5235,-122.168,3250,7538 +8682320600,20140911T000000,739000.0,3,2.5,2310,7348,1.0,0,3,3,8,2310,0,2010,0,98053,47.7116,-122.019,2310,7153 +9834201366,20141216T000000,429900.0,3,2.0,1490,1286,3.0,0,0,3,8,1490,0,2014,0,98144,47.57,-122.288,1420,1230 +7625702451,20150106T000000,459000.0,3,2.0,1480,800,2.0,0,0,3,8,1000,480,2014,0,98136,47.5492,-122.387,1480,886 +301402120,20140625T000000,240000.0,3,2.25,1481,2820,2.0,0,0,3,7,1481,0,2012,0,98002,47.3457,-122.217,1481,3028 +6382500076,20140910T000000,566950.0,3,3.0,1730,1902,3.0,0,0,3,8,1730,0,2014,0,98117,47.6944,-122.377,1830,1804 +3758900259,20140507T000000,1040000.0,4,3.5,3900,8391,2.0,0,0,3,10,3900,0,2006,0,98033,47.6979,-122.205,3820,12268 +3126049446,20150310T000000,343000.0,3,3.5,1130,1449,3.0,0,0,3,7,1130,0,2005,0,98103,47.6968,-122.348,1130,1200 +3744000100,20141111T000000,572115.0,4,3.25,3230,4838,2.0,0,0,3,9,3230,0,2014,0,98038,47.3559,-122.023,2980,5094 +9510860750,20150108T000000,918000.0,5,3.5,3920,5150,2.0,0,0,3,9,2820,1100,2004,0,98052,47.6638,-122.084,3170,5530 +7228500037,20150505T000000,555000.0,2,1.5,1190,1361,2.0,0,0,3,8,1190,0,2007,0,98122,47.6161,-122.302,1280,3360 +3814900750,20140716T000000,399440.0,4,2.5,2311,4396,2.0,0,0,3,9,2311,0,2014,0,98092,47.3276,-122.163,2458,4616 +1294300038,20140711T000000,450000.0,3,2.5,1810,914,3.0,0,0,3,8,1380,430,2008,0,98116,47.5732,-122.387,1810,914 +7853350090,20140604T000000,648000.0,4,2.5,3290,6203,2.0,0,0,3,9,3290,0,2008,0,98065,47.5441,-121.86,2990,6835 +9211010900,20140618T000000,580000.0,4,2.5,3250,5000,2.0,0,0,3,8,3250,0,2008,0,98059,47.4988,-122.148,3230,5507 +1085623250,20150331T000000,415000.0,4,2.5,2544,4071,2.0,0,0,3,9,2544,0,2013,0,98030,47.341,-122.179,2358,4179 +2025049192,20141021T000000,527500.0,3,2.5,1380,1389,3.0,0,0,3,8,1380,0,2008,0,98102,47.6427,-122.327,1380,1249 +7625703354,20140730T000000,384000.0,3,2.25,1430,800,2.0,0,0,3,8,1140,290,2011,0,98136,47.5477,-122.388,1430,1387 +2051200436,20140820T000000,692000.0,3,2.5,3490,28213,1.5,0,2,3,9,2242,1248,2009,0,98070,47.365,-122.456,2120,56628 +3880900236,20140822T000000,455000.0,2,1.5,910,966,2.0,0,0,3,8,820,90,2006,0,98119,47.627,-122.361,2740,6400 +1646502355,20150403T000000,1280000.0,4,3.25,3080,4120,2.0,0,0,3,9,2380,700,2014,0,98117,47.6845,-122.359,1410,4120 +2619950110,20140624T000000,415000.0,3,2.5,2280,6031,2.0,0,0,3,8,2280,0,2011,0,98019,47.7322,-121.966,2430,7200 +1964700054,20141222T000000,975000.0,3,2.5,1660,1344,3.0,0,0,3,8,1660,0,2008,0,98102,47.644,-122.327,1750,2040 +1926059039,20141006T000000,799950.0,4,2.5,3320,7429,2.0,0,0,3,9,3320,0,2014,0,98034,47.7189,-122.225,1840,7429 +3438500037,20150405T000000,545000.0,5,4.0,1680,7268,1.0,0,0,3,8,1370,310,2008,0,98106,47.5571,-122.356,2040,8259 +9578501110,20141003T000000,429900.0,4,3.5,2584,5005,2.0,0,0,3,8,2584,0,2014,0,98023,47.296,-122.35,2767,5201 +8856004786,20140729T000000,275000.0,3,2.5,2217,8019,2.0,0,0,3,7,2217,0,2009,0,98001,47.2776,-122.251,1470,8037 +7708200600,20140718T000000,498000.0,3,2.5,2480,4136,2.0,0,0,3,8,2480,0,2009,0,98059,47.493,-122.147,2510,4314 +9492500090,20140527T000000,754950.0,3,2.5,2610,7256,2.0,0,0,3,9,2610,0,2014,0,98033,47.695,-122.18,2610,7206 +8691440100,20140606T000000,895000.0,4,3.0,3240,5562,2.0,0,0,3,10,3240,0,2013,0,98075,47.5919,-121.975,3380,5562 +7222000090,20140506T000000,580000.0,4,3.25,3569,8327,2.0,0,0,3,10,3569,0,2013,0,98055,47.4595,-122.208,2550,5251 +3321049112,20150222T000000,379900.0,4,2.5,3181,5831,2.0,0,0,3,8,3181,0,2014,0,98003,47.2716,-122.297,2056,24393 +2911000100,20150310T000000,245000.0,4,2.5,1921,4888,2.0,0,0,3,7,1921,0,2009,0,98001,47.2689,-122.24,1921,9140 +3862710090,20140826T000000,417000.0,3,2.5,1570,4926,2.0,0,0,3,8,1570,0,2014,0,98065,47.5342,-121.842,1800,3202 +8648900110,20140505T000000,555000.0,3,2.5,1940,3211,2.0,0,0,3,8,1940,0,2009,0,98027,47.5644,-122.093,1880,3078 +8648900110,20140826T000000,555000.0,3,2.5,1940,3211,2.0,0,0,3,8,1940,0,2009,0,98027,47.5644,-122.093,1880,3078 +6791400100,20140910T000000,353000.0,4,2.5,2210,13721,2.0,0,0,3,8,2210,0,2009,0,98042,47.3122,-122.039,1850,12951 +2768301477,20150425T000000,539000.0,3,2.25,1280,1187,2.0,0,0,3,8,1080,200,2008,0,98107,47.6651,-122.368,1280,1681 +126039256,20140904T000000,434900.0,3,2.0,1520,5040,2.0,0,0,3,7,1520,0,1977,2006,98177,47.777,-122.362,1860,8710 +8562780110,20141202T000000,325000.0,2,2.25,1230,1078,2.0,0,0,3,7,1160,70,2008,0,98027,47.5324,-122.073,1240,817 +8032700110,20150409T000000,650000.0,3,2.5,1480,2159,3.0,0,0,3,8,1480,0,2007,0,98103,47.6533,-122.341,1480,1554 +5635100090,20150225T000000,379950.0,4,2.5,2612,5850,2.0,0,0,3,8,2612,0,2014,0,98030,47.3751,-122.189,2419,8984 +2597490300,20141119T000000,700000.0,3,2.5,2350,4975,2.0,0,0,3,8,2350,0,2012,0,98029,47.5418,-122.01,2350,3951 +9301300805,20141215T000000,675000.0,3,2.5,1300,1590,2.0,0,0,3,8,1100,200,2014,0,98109,47.6384,-122.343,1070,1223 +3449000300,20140609T000000,379000.0,4,1.5,2020,7560,1.0,0,0,4,7,2020,0,1960,0,98059,47.502,-122.146,1410,8080 +8562770490,20150330T000000,571000.0,3,2.5,2140,2867,2.0,0,0,3,8,1960,180,2005,0,98027,47.5357,-122.073,2280,2836 +3052700464,20141024T000000,475000.0,3,2.25,1380,1621,2.0,0,0,3,8,1140,240,2007,0,98117,47.678,-122.375,1460,1403 +9276200569,20140509T000000,769900.0,4,3.5,2730,3047,2.0,0,0,3,8,2400,330,2006,0,98116,47.5797,-122.391,1980,4600 +7853280490,20141222T000000,633000.0,4,3.5,4220,5817,2.0,0,0,3,9,2910,1310,2006,0,98065,47.5392,-121.862,4290,6637 +2883200524,20140512T000000,635000.0,3,2.5,1570,1433,3.0,0,0,3,8,1570,0,2010,0,98103,47.6858,-122.336,1570,2652 +3630200300,20140725T000000,1238000.0,4,3.5,4670,6000,2.0,0,3,3,11,3820,850,2007,0,98027,47.5414,-121.994,4310,6000 +1383800015,20150108T000000,524000.0,3,2.25,1370,1007,3.0,0,0,3,8,1330,40,2009,0,98107,47.6682,-122.361,1570,1635 +1441000090,20141126T000000,485000.0,4,3.5,3273,5115,2.0,0,0,3,8,2671,602,2014,0,98055,47.4477,-122.204,2996,5100 +3760500407,20140521T000000,1030000.0,3,4.0,3880,13095,2.0,0,3,3,11,3700,180,2009,0,98034,47.6996,-122.233,3880,10830 +9528101214,20141024T000000,650000.0,3,3.5,1494,1262,3.0,0,0,3,8,1494,0,2011,0,98115,47.6826,-122.324,1494,1264 +2801910100,20141001T000000,754842.0,3,2.5,2930,5641,2.0,0,0,3,8,2930,0,2013,0,98052,47.71,-122.113,3300,5641 +1085623640,20140924T000000,428900.0,4,2.5,2598,5553,2.0,0,0,3,9,2598,0,2014,0,98092,47.3412,-122.178,2502,4900 +7299601460,20140623T000000,329900.0,3,2.5,2242,4995,2.0,0,0,3,8,2242,0,2011,0,98092,47.2595,-122.202,1798,4942 +1070000110,20141218T000000,1035290.0,4,2.5,2830,5932,2.0,0,0,3,9,2830,0,2014,0,98199,47.6479,-122.408,2840,5593 +7853360820,20140909T000000,544999.0,4,2.5,2710,6937,2.0,0,0,3,7,2710,0,2009,0,98065,47.5153,-121.871,2380,5866 +7436700090,20140529T000000,449950.0,4,2.75,2320,4344,2.0,0,0,3,8,2320,0,2012,0,98059,47.4862,-122.163,2310,3770 +3034200399,20150113T000000,635000.0,4,2.5,2720,7991,2.0,0,0,3,9,2720,0,2006,0,98133,47.7168,-122.331,1590,8611 +889000015,20141103T000000,599000.0,3,1.75,1650,1180,3.0,0,0,3,8,1650,0,2014,0,98105,47.6638,-122.319,1650,1960 +2767704252,20141103T000000,478000.0,3,3.25,1430,1348,2.0,0,0,3,8,1160,270,2008,0,98107,47.6743,-122.374,1160,1265 +2143700756,20140929T000000,388000.0,4,2.5,2090,5040,2.0,0,0,3,9,2090,0,2014,0,98055,47.4797,-122.23,1430,12000 +8946780110,20140804T000000,809950.0,4,3.5,3660,4903,2.0,0,0,3,9,2760,900,2014,0,98034,47.7184,-122.156,3630,4992 +6790830090,20150415T000000,1060000.0,4,3.5,4220,8417,3.0,0,0,3,10,4220,0,2012,0,98075,47.5869,-122.054,3730,8435 +2768100512,20150422T000000,659000.0,2,2.5,1450,1213,2.0,0,0,3,9,1110,340,2015,0,98107,47.6692,-122.372,1620,1456 +9477580110,20140626T000000,971971.0,4,3.75,3460,6738,2.0,0,0,3,11,3460,0,2013,0,98059,47.506,-122.145,3340,6120 +7625702437,20150115T000000,389000.0,3,2.5,1350,874,3.0,0,0,3,8,1270,80,2006,0,98136,47.5491,-122.387,1350,886 +5416510490,20140708T000000,355000.0,4,2.75,3000,5470,2.0,0,0,3,8,3000,0,2005,0,98038,47.3613,-122.038,2420,4891 +1123059125,20141208T000000,551500.0,4,2.5,2950,10003,2.0,0,0,3,9,2950,0,2006,0,98059,47.489,-122.14,2790,9323 +7237450110,20140701T000000,417838.0,4,2.5,2530,5048,2.0,0,0,3,8,2530,0,2014,0,98038,47.3559,-122.063,2530,4359 +250000090,20140714T000000,1750000.0,4,4.5,4650,7660,2.0,0,0,3,11,3640,1010,2008,0,98004,47.6349,-122.198,1710,8400 +2025049206,20140611T000000,399950.0,2,1.0,710,1131,2.0,0,0,4,7,710,0,1943,0,98102,47.6413,-122.329,1370,1173 +5631500941,20140715T000000,740000.0,4,2.5,3050,8000,2.0,0,0,3,9,3050,0,2007,0,98028,47.7465,-122.231,1910,8000 +8562780490,20150223T000000,335000.0,3,2.5,1150,683,2.0,0,0,3,7,1150,0,2013,0,98027,47.5323,-122.071,1150,755 +3262300485,20150421T000000,2250000.0,5,5.25,3410,8118,2.0,0,0,3,11,3410,0,2006,0,98039,47.6295,-122.236,3410,16236 +5693500846,20150420T000000,667000.0,3,1.75,1370,1921,3.0,0,0,3,8,1370,0,2007,0,98103,47.6595,-122.351,1370,4000 +925059313,20150312T000000,920000.0,4,2.5,3540,7009,2.0,0,0,3,9,3540,0,2007,0,98033,47.6749,-122.176,2150,10290 +2461900492,20140511T000000,368000.0,3,2.5,1370,1350,2.0,0,0,3,7,1010,360,2007,0,98136,47.5534,-122.382,1450,6000 +6817750110,20140710T000000,307000.0,4,2.5,1714,3080,2.0,0,0,3,8,1714,0,2009,0,98055,47.429,-122.188,1714,3250 +3574770100,20150116T000000,550000.0,4,2.75,3650,4534,2.0,0,0,3,7,2940,710,2014,0,98028,47.7397,-122.224,2400,7682 +8564860110,20150113T000000,594491.0,4,2.5,2990,6037,2.0,0,0,3,9,2990,0,2013,0,98045,47.4766,-121.735,2990,5992 +1085622460,20140929T000000,460458.0,4,2.5,3284,6516,2.0,0,0,3,8,3284,0,2014,0,98092,47.3393,-122.181,2555,5008 +1777600850,20140624T000000,859000.0,4,2.25,3550,13900,1.0,0,0,3,8,1830,1720,2010,0,98006,47.5681,-122.127,2770,12200 +9284801500,20141211T000000,399950.0,3,3.0,1860,2875,2.0,0,0,3,8,1710,150,2009,0,98126,47.5511,-122.373,1350,4830 +7217400389,20150401T000000,547500.0,3,3.25,1720,1977,2.0,0,0,3,8,1360,360,2007,0,98122,47.6127,-122.299,1720,3420 +3832051140,20140623T000000,310000.0,3,2.5,2540,4775,2.0,0,0,3,7,2540,0,2006,0,98042,47.3341,-122.052,2270,5000 +925059137,20140602T000000,939000.0,4,2.75,3270,12880,2.0,0,0,3,9,3270,0,2014,0,98033,47.6679,-122.172,2420,7505 +6021503706,20141014T000000,329900.0,2,2.5,980,1021,3.0,0,0,3,8,980,0,2008,0,98117,47.6844,-122.387,980,1023 +475000176,20141222T000000,436000.0,3,2.5,1150,1193,2.0,0,0,3,8,1020,130,2006,0,98107,47.6684,-122.365,1450,1640 +1220000367,20140716T000000,320000.0,3,2.5,1820,1855,2.0,0,0,3,8,1570,250,2008,0,98166,47.4643,-122.346,1470,6900 +3278605590,20140926T000000,375000.0,3,2.5,1580,3825,2.0,0,0,3,8,1580,0,2011,0,98126,47.5458,-122.369,1380,1500 +7203140110,20150324T000000,392137.0,3,2.0,1460,3696,2.0,0,0,3,7,1460,0,2010,0,98053,47.6861,-122.013,1720,3631 +3818400110,20140826T000000,520000.0,4,2.5,2900,4950,2.0,0,0,3,8,2900,0,2004,0,98028,47.7717,-122.236,2590,4950 +7702080110,20141016T000000,535000.0,5,2.75,2620,6389,2.0,0,0,3,9,2620,0,2007,0,98028,47.77,-122.236,2620,4504 +952002250,20150324T000000,407000.0,2,2.5,1340,999,2.0,0,0,3,8,940,400,2008,0,98116,47.5655,-122.386,1470,1436 +9578500820,20141125T000000,424950.0,4,3.25,3266,5398,2.0,0,0,3,8,3266,0,2014,0,98023,47.2975,-122.35,3087,5152 +3448000542,20140811T000000,290000.0,2,1.5,1076,1060,3.0,0,0,3,7,1076,0,2006,0,98125,47.7167,-122.298,1076,1060 +9358000552,20141029T000000,399000.0,3,3.25,1680,1478,2.0,0,0,3,8,1360,320,2009,0,98126,47.5674,-122.369,1530,2753 +2770601696,20140703T000000,439990.0,3,2.5,1930,1348,2.0,0,0,3,8,1300,630,2005,0,98199,47.6513,-122.384,1630,6000 +9834201145,20150222T000000,635000.0,4,2.5,2880,3091,2.0,0,0,3,9,1940,940,2014,0,98144,47.5711,-122.286,1560,4080 +3575305452,20140717T000000,635000.0,4,2.25,2240,5000,2.0,0,0,3,8,2240,0,2013,0,98074,47.6212,-122.058,1760,7500 +6181500100,20150429T000000,351000.0,3,2.5,2594,4455,2.0,0,0,3,8,2594,0,2012,0,98001,47.3054,-122.276,2981,4950 +2767604074,20140822T000000,437500.0,2,1.5,1210,1232,3.0,0,0,3,8,1210,0,2007,0,98107,47.6712,-122.39,1330,1174 +2872100345,20140530T000000,919204.0,4,3.5,3760,5000,2.0,0,0,3,9,2860,900,2014,0,98117,47.6826,-122.394,1340,5000 +2937300440,20140908T000000,923990.0,4,2.5,3600,6055,2.0,0,0,3,9,3600,0,2014,0,98052,47.7053,-122.126,3590,6050 +2597490660,20140624T000000,639888.0,4,2.5,2050,2772,2.0,0,0,3,8,2050,0,2012,0,98029,47.5421,-122.011,2050,2934 +3528900768,20150114T000000,675000.0,3,3.25,1510,2064,2.0,0,0,3,8,1220,290,2008,0,98109,47.6398,-122.345,1670,2594 +3885802135,20140610T000000,899900.0,4,2.5,2580,3909,2.0,0,0,3,8,2580,0,2013,0,98033,47.6852,-122.21,1820,5772 +3336500190,20150130T000000,252000.0,3,2.5,1670,4020,2.0,0,0,3,7,1670,0,2009,0,98118,47.53,-122.268,1670,4020 +2425059174,20150317T000000,925000.0,4,2.5,3190,10034,2.0,0,0,3,9,3190,0,2007,0,98052,47.6379,-122.111,2110,9300 +1890000170,20141029T000000,552000.0,3,2.5,1280,1920,3.0,0,0,3,8,1280,0,2009,0,98105,47.6621,-122.324,1450,1900 +5137800130,20150407T000000,388500.0,4,2.5,2718,6197,2.0,0,0,3,8,2718,0,2006,0,98092,47.3255,-122.164,2667,5000 +2767603753,20140829T000000,548000.0,2,2.0,1370,1878,3.0,0,0,3,8,1370,0,2004,0,98107,47.6721,-122.387,1280,1878 +6181410950,20140922T000000,254950.0,3,2.5,1794,4769,2.0,0,0,3,7,1794,0,2005,0,98001,47.3052,-122.283,3557,4807 +3226069049,20141208T000000,1237500.0,4,4.5,5120,41327,2.0,0,0,3,10,3290,1830,2008,0,98053,47.7009,-122.059,3360,82764 +6056110430,20140930T000000,629000.0,3,2.5,2160,1912,2.0,0,0,3,9,1970,190,2014,0,98118,47.5642,-122.292,1810,2653 +2916200091,20150303T000000,734000.0,4,2.5,2180,7204,2.0,0,0,3,8,2180,0,2014,0,98133,47.7221,-122.352,1500,7650 +1773100980,20140618T000000,309000.0,3,2.25,1490,1294,2.0,0,0,3,7,1220,270,2010,0,98106,47.5569,-122.363,1490,1283 +1123059126,20140703T000000,554950.0,3,2.5,2950,10254,2.0,0,0,3,9,2950,0,2006,0,98059,47.4888,-122.14,2800,9323 +825079024,20150506T000000,785000.0,3,2.75,2990,207781,2.0,0,0,3,9,2990,0,2000,0,98014,47.662,-121.944,2590,218671 +8029770470,20140605T000000,550000.0,4,2.5,2700,5150,2.0,0,0,3,9,2700,0,2007,0,98059,47.5071,-122.148,3160,7620 +1563102965,20140811T000000,1010000.0,4,3.5,3130,5000,3.0,0,0,3,10,3130,0,2014,0,98116,47.5656,-122.403,1950,5152 +5021900635,20141028T000000,1575000.0,3,2.0,3620,14250,2.0,0,0,3,8,3220,400,2007,0,98040,47.5767,-122.225,2370,14250 +9264450460,20140603T000000,309000.0,5,2.75,2481,4045,2.0,0,0,3,8,2481,0,2014,0,98001,47.2602,-122.284,2363,4175 +7694200430,20140625T000000,328423.0,3,2.5,1730,3600,2.0,0,0,3,8,1730,0,2014,0,98146,47.5019,-122.34,2030,3600 +7548301041,20140623T000000,345000.0,3,1.5,1420,1192,2.0,0,0,3,8,1140,280,2008,0,98144,47.5881,-122.304,1340,1213 +726059483,20141121T000000,660000.0,5,3.5,3160,5175,2.0,0,0,3,9,3160,0,2014,0,98011,47.755,-122.216,2100,9351 +2771102144,20140502T000000,385000.0,3,3.25,1320,1327,2.0,0,0,3,8,1040,280,2008,0,98199,47.6506,-122.383,1440,1263 +7011201476,20150318T000000,459000.0,2,2.25,1010,1107,2.0,0,0,3,8,710,300,2006,0,98119,47.6363,-122.371,1140,1531 +53500020,20150114T000000,248000.0,3,2.5,1870,4046,2.0,0,0,3,7,1870,0,2007,0,98042,47.342,-122.059,2130,4800 +8920100066,20140820T000000,1481000.0,4,3.5,5220,15411,2.0,0,3,3,11,3550,1670,2006,0,98075,47.592,-122.085,3110,14124 +8091670020,20140801T000000,379000.0,4,2.5,2260,5824,2.0,0,0,3,8,2260,0,2011,0,98038,47.3496,-122.042,2240,5561 +1176001310,20150304T000000,2945000.0,5,4.5,4340,5722,3.0,0,4,3,10,4340,0,2010,0,98107,47.6715,-122.406,1770,5250 +3629960680,20140926T000000,395000.0,2,2.25,1620,1841,2.0,0,0,3,8,1540,80,2004,0,98029,47.5483,-122.004,1530,1831 +8562770250,20140507T000000,535000.0,3,2.5,2280,2289,2.0,0,0,3,8,1880,400,2006,0,98027,47.5375,-122.073,2280,2425 +1102000514,20141022T000000,970000.0,5,3.5,3400,9804,2.0,0,0,3,9,2550,850,2008,0,98118,47.543,-122.266,2380,7440 +1773100275,20150201T000000,205000.0,2,1.5,830,1020,2.0,0,0,3,7,830,0,2006,0,98106,47.5604,-122.363,830,1379 +321030010,20141015T000000,310000.0,4,2.5,2310,7384,2.0,0,0,3,8,2310,0,2010,0,98042,47.3737,-122.165,2310,7800 +5393600509,20140702T000000,334500.0,2,1.5,830,1858,2.0,0,0,3,7,830,0,2005,0,98144,47.5828,-122.314,1480,3030 +2895730280,20140828T000000,995000.0,5,3.25,4130,7197,2.0,0,0,3,10,4130,0,2012,0,98074,47.6022,-122.06,3730,7202 +7967000130,20150401T000000,370228.0,4,3.0,2050,4000,2.0,0,0,3,8,2050,0,2014,0,98001,47.3525,-122.275,2050,4000 +7570060290,20150304T000000,383000.0,4,2.5,2050,4953,2.0,0,0,3,9,2050,0,2014,0,98038,47.3448,-122.024,2340,6175 +291310170,20140804T000000,384500.0,3,2.5,1600,2610,2.0,0,0,3,8,1600,0,2005,0,98027,47.5344,-122.068,1445,1288 +923000425,20140718T000000,865000.0,5,2.5,3190,8160,2.0,0,0,3,9,3190,0,2014,0,98177,47.7246,-122.363,1650,8160 +3630200780,20140522T000000,1051000.0,4,3.75,3860,5474,2.5,0,0,3,10,3860,0,2007,0,98029,47.5396,-121.995,3040,5474 +9578060660,20140513T000000,502000.0,4,2.5,2040,5616,2.0,0,0,3,8,2040,0,2012,0,98028,47.7737,-122.238,2380,4737 +250000010,20140924T000000,1750000.0,4,3.5,3845,8400,2.0,0,0,3,10,3845,0,2013,0,98004,47.6354,-122.198,1710,8400 +1438000010,20140912T000000,569995.0,4,2.5,2650,6875,2.0,0,0,3,8,2650,0,2014,0,98059,47.479,-122.124,2650,5831 +6626300095,20140519T000000,749950.0,4,2.5,3430,64441,2.0,0,0,3,8,3430,0,2013,0,98077,47.7694,-122.064,3580,64441 +8562901100,20141230T000000,550000.0,3,2.5,2430,5400,2.0,0,0,3,8,2430,0,2007,0,98074,47.6062,-122.057,2640,11990 +6979970080,20140513T000000,525000.0,3,3.5,2876,5086,2.0,0,0,3,8,2360,516,2007,0,98072,47.7511,-122.173,2390,4419 +7853320470,20140611T000000,516000.0,4,3.5,2550,8698,2.0,0,0,3,7,2550,0,2007,0,98065,47.5216,-121.869,2430,5519 +1424069056,20140805T000000,1350000.0,4,3.75,4100,61419,2.0,0,0,3,9,4100,0,2014,0,98029,47.5626,-122.005,2010,32362 +3448740250,20150428T000000,440000.0,4,2.5,2730,4526,2.0,0,0,3,7,2730,0,2009,0,98059,47.491,-122.153,2190,4572 +8129700728,20150414T000000,660000.0,3,2.5,1780,1729,2.0,0,0,3,8,1080,700,2008,0,98103,47.6594,-122.355,1780,1741 +3832080440,20141209T000000,261950.0,3,2.5,1880,5000,2.0,0,0,3,7,1880,0,2010,0,98042,47.3359,-122.054,2260,5000 +9512200050,20140827T000000,551000.0,5,3.75,3090,4943,2.0,0,0,3,10,3090,0,2010,0,98058,47.4594,-122.133,3191,5561 +4027700014,20150225T000000,665000.0,3,3.5,2460,14155,2.0,0,0,3,8,1900,560,2014,0,98155,47.7743,-122.279,2440,14080 +7853400250,20140604T000000,610000.0,4,3.5,2910,5260,2.0,0,0,3,9,2910,0,2012,0,98065,47.5168,-121.883,2910,5260 +7853400250,20150219T000000,645000.0,4,3.5,2910,5260,2.0,0,0,3,9,2910,0,2012,0,98065,47.5168,-121.883,2910,5260 +7853420480,20140618T000000,536751.0,3,1.75,1930,6360,1.0,0,0,3,9,1930,0,2013,0,98065,47.5181,-121.885,2770,6373 +8943600020,20150426T000000,260000.0,3,2.25,1413,3403,2.0,0,0,3,8,1413,0,2009,0,98031,47.4196,-122.193,1763,3719 +4221900305,20150121T000000,1312000.0,3,3.25,4030,6300,2.0,0,0,3,10,3630,400,2006,0,98105,47.6664,-122.276,1660,6300 +1112630130,20150220T000000,429900.0,4,3.25,2880,5929,2.5,0,0,3,8,2880,0,2014,0,98023,47.2752,-122.349,2880,5846 +123039376,20140820T000000,535000.0,4,2.75,2360,15100,1.0,0,0,3,8,2360,0,2014,0,98146,47.5117,-122.365,1440,13346 +2767603962,20150414T000000,462550.0,2,1.75,1070,1276,3.0,0,0,3,8,1070,0,2006,0,98107,47.6719,-122.39,1290,2057 +4083306552,20150310T000000,602000.0,3,3.25,1460,1367,3.0,0,0,3,8,1460,0,2008,0,98103,47.6485,-122.334,1310,1191 +745500010,20141208T000000,730000.0,4,2.75,3800,9606,2.0,0,0,3,9,3800,0,2008,0,98011,47.7368,-122.208,3400,9677 +7899800851,20150423T000000,300500.0,2,1.5,1190,801,3.0,0,0,3,8,1190,0,2010,0,98106,47.5212,-122.358,1190,810 +7853350170,20140516T000000,675000.0,5,2.5,3200,6455,2.0,0,0,3,9,3200,0,2009,0,98065,47.5446,-121.862,3290,7924 +6056100380,20140520T000000,415000.0,3,2.25,1970,2377,2.0,0,0,3,8,1680,290,2008,0,98108,47.5631,-122.297,1690,1936 +626059127,20141117T000000,614000.0,3,2.5,2830,5831,2.0,0,0,3,9,2830,0,2010,0,98011,47.7744,-122.224,2830,6064 +1459920190,20141204T000000,385000.0,4,2.5,2630,5701,2.0,0,0,3,7,2630,0,2010,0,98042,47.375,-122.16,2770,5939 +3574750020,20140625T000000,594000.0,4,2.75,2720,4613,2.0,0,0,3,9,2720,0,2005,0,98028,47.7352,-122.223,2830,4836 +2547200190,20140520T000000,860000.0,4,2.75,3160,8097,2.0,0,0,3,9,3160,0,2014,0,98033,47.6709,-122.166,2200,8097 +9206500250,20140909T000000,1104500.0,4,4.0,3770,8899,2.0,0,0,3,10,2940,830,2006,0,98074,47.6476,-122.079,3300,8308 +7202300480,20141024T000000,775000.0,4,2.75,3500,6226,2.0,0,0,3,9,3500,0,2004,0,98053,47.6846,-122.045,3480,7222 +7237450190,20140806T000000,430760.0,5,2.75,2710,4685,2.0,0,0,3,8,2710,0,2014,0,98038,47.3555,-122.062,2710,4449 +8682320420,20150427T000000,755000.0,2,2.5,2170,6361,1.0,0,2,3,8,2170,0,2009,0,98053,47.7109,-122.017,2310,7419 +6003500743,20140519T000000,640000.0,2,2.25,1540,958,3.0,0,0,3,9,1540,0,2007,0,98122,47.6179,-122.318,1410,958 +328000182,20150501T000000,613500.0,3,3.25,1876,1531,3.0,0,0,3,9,1876,0,2009,0,98115,47.6864,-122.265,1876,1533 +821079102,20141017T000000,780000.0,4,3.5,3720,213073,1.0,0,2,3,10,3720,0,2007,0,98010,47.3216,-121.94,2190,59241 +1622049242,20150304T000000,550000.0,4,2.5,3148,9612,2.0,0,3,3,9,3148,0,2014,0,98198,47.3994,-122.311,3000,11475 +7203120050,20141008T000000,789500.0,4,3.25,3240,4852,2.0,0,0,3,9,3240,0,2010,0,98053,47.695,-122.022,3320,5318 +7853360250,20140710T000000,592000.0,5,3.5,3340,5000,2.0,0,0,3,8,2580,760,2012,0,98065,47.5168,-121.871,3420,5000 +1327600190,20150410T000000,454950.0,4,2.5,2413,5701,2.0,0,0,3,8,2413,0,2014,0,98042,47.3731,-122.159,2380,5725 +4187000250,20150413T000000,475000.0,4,2.5,2500,4500,2.0,0,0,3,7,2500,0,2010,0,98059,47.4928,-122.149,2230,4500 +2902201300,20141229T000000,659000.0,2,1.75,1180,904,2.0,0,0,3,10,780,400,2014,0,98102,47.6396,-122.329,1380,3610 +1635500250,20141124T000000,570000.0,4,2.5,2890,5801,2.0,0,0,3,9,2890,0,2005,0,98028,47.7349,-122.238,2890,6286 +6031400094,20150226T000000,347500.0,5,3.0,2230,6551,1.0,0,0,3,7,1330,900,2014,0,98168,47.487,-122.32,2230,9476 +6601200250,20150402T000000,205000.0,4,2.5,1767,4500,2.0,0,0,3,8,1767,0,2006,0,98001,47.2607,-122.25,1949,4636 +9358001403,20140903T000000,380000.0,3,3.25,1450,1468,2.0,0,0,3,8,1100,350,2009,0,98126,47.5664,-122.37,1450,1478 +4216500020,20141003T000000,718000.0,5,2.75,2930,7663,2.0,0,0,3,9,2930,0,2013,0,98056,47.5308,-122.184,2750,10335 +1438000440,20140724T000000,515805.0,5,2.75,2710,4136,2.0,0,0,3,8,2710,0,2014,0,98059,47.4786,-122.123,2590,4136 +6061500130,20140714T000000,1029280.0,4,3.25,3600,18645,2.0,0,1,3,10,3000,600,2013,0,98059,47.5294,-122.154,3970,10957 +3862710050,20141113T000000,437718.0,3,2.5,1800,3265,2.0,0,0,3,8,1800,0,2014,0,98065,47.5338,-121.841,1800,3663 +7604400114,20140814T000000,450000.0,4,2.5,2290,5515,2.0,0,0,3,8,2290,0,2006,0,98106,47.5518,-122.357,1380,5515 +9828702649,20141028T000000,515000.0,3,2.5,1510,1178,2.0,0,0,3,8,1060,450,2007,0,98122,47.6181,-122.301,1510,1210 +2946003947,20150302T000000,204000.0,2,2.5,1090,13444,2.0,0,0,3,7,1090,0,2007,0,98198,47.4166,-122.319,1380,6000 +993000307,20140523T000000,360000.0,3,2.0,1270,1323,3.0,0,0,3,8,1270,0,2006,0,98103,47.6934,-122.342,1330,1323 +3362400094,20141203T000000,550000.0,3,2.25,1540,1005,3.0,0,0,3,8,1540,0,2008,0,98103,47.6827,-122.346,1510,1501 +7853380480,20140529T000000,650880.0,3,2.5,2930,6050,2.0,0,0,3,9,2930,0,2008,0,98065,47.5151,-121.883,2760,5765 +3893100462,20150225T000000,1789950.0,5,3.75,4360,8504,2.0,0,4,3,10,3530,830,2014,0,98033,47.6936,-122.19,2680,9000 +2326600130,20150225T000000,895900.0,4,3.5,3640,4983,2.0,0,3,3,9,2790,850,2014,0,98075,47.5619,-122.027,3270,14700 +3424069008,20140606T000000,585000.0,4,2.5,2430,4747,2.0,0,0,3,8,2430,0,2008,0,98027,47.5285,-122.031,1930,7200 +3277801586,20150508T000000,380000.0,3,2.25,1520,1464,2.0,0,0,3,8,1240,280,2010,0,98126,47.543,-122.375,1710,1464 +5045700250,20141118T000000,565997.0,5,2.75,2730,5820,2.0,0,0,3,8,2730,0,2014,0,98059,47.4856,-122.154,2730,5700 +3278603000,20150504T000000,459000.0,3,3.0,2440,2076,2.0,0,0,3,8,1930,510,2006,0,98126,47.5476,-122.37,2440,2310 +7548800050,20150421T000000,550000.0,3,3.75,1580,1303,2.0,0,0,3,8,1340,240,2010,0,98144,47.5875,-122.315,1560,1294 +1972201964,20140725T000000,500000.0,3,2.25,1420,983,3.0,0,0,3,8,1420,0,2006,0,98103,47.6533,-122.346,1530,1280 +3395070980,20150327T000000,461500.0,5,3.25,2820,3275,2.0,0,0,3,8,2230,590,2006,0,98118,47.5339,-122.284,2610,3275 +5710000005,20140522T000000,2150000.0,4,5.5,5060,10320,2.0,0,0,3,11,5060,0,2008,0,98004,47.6245,-122.21,3010,10080 +9319800050,20150421T000000,790000.0,4,2.5,2650,5000,2.0,0,0,3,8,2650,0,2007,0,98116,47.5605,-122.396,1110,6250 +3303700221,20140627T000000,735000.0,3,2.25,1490,1212,2.0,0,0,3,9,1040,450,2011,0,98112,47.6226,-122.313,1490,1337 +3304300080,20150330T000000,588000.0,4,2.5,3060,7710,2.0,0,0,3,9,3060,0,2009,0,98059,47.4828,-122.136,3040,7840 +642800130,20150513T000000,724500.0,3,3.25,3240,4185,2.0,0,0,3,8,2770,470,2011,0,98075,47.5794,-122.03,2660,4692 +6192410480,20140709T000000,749000.0,3,2.75,2820,5348,2.0,0,0,3,9,2820,0,2008,0,98052,47.7073,-122.118,3140,5640 +6127000480,20140918T000000,720000.0,5,3.5,4140,7642,2.0,0,0,3,8,4140,0,2003,0,98075,47.591,-122.008,3330,6953 +6145601599,20140611T000000,250000.0,2,1.5,982,846,2.0,0,0,3,8,806,176,2006,0,98133,47.7034,-122.345,1010,3844 +3630200460,20150327T000000,790000.0,3,2.75,2460,3600,2.0,0,0,3,9,2460,0,2007,0,98029,47.5409,-121.994,2570,3600 +3845101100,20150121T000000,392440.0,4,2.5,2547,4800,2.0,0,0,3,9,2547,0,2014,0,98092,47.2592,-122.194,2598,4800 +6792200066,20140725T000000,280000.0,4,2.25,1834,7460,2.0,0,0,3,8,1834,0,2012,0,98042,47.3568,-122.163,1979,9008 +5317100294,20141113T000000,1333000.0,4,4.5,3130,5126,3.0,0,0,3,10,2450,680,2014,0,98112,47.6239,-122.29,2540,7784 +8150600250,20141217T000000,649000.0,4,2.5,2730,4847,2.0,0,0,3,9,2730,0,2008,0,98126,47.549,-122.374,1250,4840 +9376301112,20141031T000000,457000.0,2,2.5,1380,1329,2.0,0,0,3,8,1050,330,2008,0,98117,47.6903,-122.37,1360,3750 +856000635,20150323T000000,2225000.0,4,4.25,4700,10800,2.0,0,1,3,11,3910,790,2002,0,98033,47.6882,-122.214,2370,7680 +9320350130,20140823T000000,453000.0,3,3.0,2330,4284,2.0,0,0,3,9,1920,410,2004,0,98108,47.5547,-122.308,2330,3709 +7694200380,20140922T000000,329780.0,3,2.5,1730,3600,2.0,0,0,3,8,1730,0,2014,0,98146,47.5014,-122.34,2030,3600 +635000009,20141112T000000,1050000.0,2,2.5,2350,2390,3.0,0,2,3,10,2000,350,2007,0,98144,47.5999,-122.286,1950,2390 +7853440050,20150505T000000,771005.0,5,4.5,4000,6713,2.0,0,0,3,9,4000,0,2015,0,98024,47.5254,-121.886,3690,6600 +8563010130,20140725T000000,1300000.0,3,2.5,3350,7752,1.0,0,0,3,9,2180,1170,2009,0,98008,47.6263,-122.099,2570,7988 +2767604592,20140619T000000,607500.0,3,3.25,1530,1612,3.0,0,0,3,8,1530,0,2006,0,98107,47.6706,-122.378,1530,1611 +1332700020,20150116T000000,278000.0,2,2.25,1610,1968,2.0,0,0,4,7,1610,0,1979,0,98056,47.5184,-122.196,1950,1968 +1442870440,20140702T000000,475000.0,4,2.75,2620,6178,2.0,0,0,3,8,2620,0,2013,0,98045,47.4823,-121.771,2790,6538 +5347200179,20140814T000000,270000.0,3,2.0,1300,1920,2.0,0,0,3,8,850,450,2006,0,98126,47.5183,-122.376,1300,1344 +8924100372,20150423T000000,1302000.0,4,3.5,3590,5334,2.0,0,2,3,9,3140,450,2006,0,98115,47.6763,-122.267,2100,6250 +6666830170,20140811T000000,778983.0,4,2.5,2490,5647,2.0,0,0,3,8,2490,0,2014,0,98052,47.7043,-122.114,2970,5450 +3336000052,20141022T000000,221000.0,3,2.5,1320,1780,2.0,0,0,3,7,880,440,2005,0,98118,47.528,-122.269,3040,6000 +2895800380,20140821T000000,338800.0,4,2.25,1800,2752,2.0,0,0,3,8,1800,0,2014,0,98106,47.5165,-122.346,1800,2752 +1042700250,20140804T000000,834995.0,5,1.5,3360,5225,2.0,0,0,3,9,3360,0,2014,0,98074,47.6072,-122.053,3230,5368 +7787920250,20150501T000000,550000.0,4,2.5,3220,9328,2.0,0,0,3,8,3220,0,2006,0,98019,47.7273,-121.958,3020,9300 +3026059363,20141031T000000,575000.0,3,3.5,2514,1559,2.0,0,0,3,8,2024,490,2007,0,98034,47.7044,-122.209,2090,10454 +3590000050,20140923T000000,649000.0,4,2.75,3130,9711,2.0,0,0,3,9,3130,0,2014,0,98059,47.4823,-122.124,1570,10500 +7853361410,20140530T000000,545000.0,4,2.5,2720,4738,2.0,0,0,3,8,2720,0,2012,0,98065,47.515,-121.869,2590,5740 +1355300009,20141120T000000,625000.0,2,2.25,1390,916,2.0,0,0,3,8,1165,225,2007,0,98122,47.6168,-122.314,1415,1488 +8835800010,20141223T000000,1042000.0,4,4.5,4920,270236,2.0,0,3,3,10,3820,1100,2006,0,98045,47.4695,-121.775,4920,260924 +9268851680,20140516T000000,611000.0,3,2.5,2134,1984,2.5,0,0,3,8,2134,0,2008,0,98027,47.5402,-122.027,2170,1984 +8096800500,20150317T000000,300000.0,3,2.5,1741,5701,2.0,0,0,3,8,1741,0,2012,0,98030,47.379,-122.184,2002,5700 +7202261060,20141229T000000,577000.0,3,2.5,2560,5238,2.0,0,0,3,8,2560,0,2001,0,98053,47.6887,-122.04,2560,5185 +7237450130,20141020T000000,349990.0,4,2.5,2220,3561,2.0,0,0,3,8,2220,0,2014,0,98038,47.3561,-122.063,2530,4449 +3630130010,20140714T000000,650000.0,3,2.5,1910,4363,2.0,0,0,3,9,1910,0,2006,0,98029,47.5482,-121.996,1890,3732 +567000381,20150328T000000,378000.0,2,1.5,980,853,2.0,0,0,3,7,820,160,2009,0,98144,47.5925,-122.295,1130,1270 +1760650290,20150205T000000,313200.0,3,2.5,1950,4197,2.0,0,0,3,7,1950,0,2013,0,98042,47.3613,-122.081,2300,4178 +1024069215,20140912T000000,1206690.0,5,4.25,4150,12015,2.0,0,0,3,10,4150,0,2014,0,98075,47.5816,-122.021,3230,27520 +1105000373,20150506T000000,252500.0,2,1.5,1110,986,2.0,0,0,3,7,950,160,2009,0,98118,47.5427,-122.272,1110,3515 +1773100561,20150305T000000,308000.0,3,2.5,1250,1150,2.0,0,0,3,8,1080,170,2009,0,98106,47.5582,-122.363,1250,1150 +9510860840,20140515T000000,803100.0,4,2.5,3310,5404,2.0,0,0,3,9,3310,0,2004,0,98052,47.6635,-122.083,2600,4730 +4187000660,20140618T000000,415000.0,4,2.5,2020,5501,2.0,0,0,3,7,2020,0,2010,0,98059,47.4937,-122.15,2020,5494 +7203120020,20140814T000000,785000.0,4,3.5,3310,4850,2.0,0,0,3,9,3310,0,2010,0,98053,47.6954,-122.022,3320,5955 +8559300020,20140528T000000,499950.0,4,2.5,2798,4473,2.0,0,0,3,9,2798,0,2012,0,98055,47.4295,-122.205,2358,4593 +3356402705,20150317T000000,216000.0,4,2.5,1847,8000,2.0,0,0,3,7,1847,0,2008,0,98001,47.2874,-122.257,1767,8000 +662440020,20150226T000000,380000.0,4,2.5,2420,4981,2.0,0,0,3,9,2420,0,2009,0,98038,47.3785,-122.023,2420,5000 +255370020,20141106T000000,345000.0,4,2.5,2020,3600,2.0,0,0,3,7,2020,0,2012,0,98038,47.3535,-122.017,2210,3800 +293810190,20141104T000000,456500.0,4,2.5,2400,6811,2.0,0,0,3,8,2400,0,2007,0,98059,47.4959,-122.15,2710,5314 +8091670190,20141104T000000,382495.0,3,2.5,1760,5390,1.0,0,0,3,8,1760,0,2014,0,98038,47.3482,-122.042,2310,5117 +1760650280,20150306T000000,324950.0,4,2.5,2110,4178,2.0,0,0,3,7,2110,0,2013,0,98042,47.3612,-122.081,2300,4142 +6306800010,20140811T000000,436472.0,4,2.5,2692,8392,2.0,0,0,3,9,2692,0,2014,0,98030,47.3519,-122.197,2574,14446 +982850010,20140530T000000,365250.0,3,2.25,1490,4522,2.0,0,0,3,7,1490,0,2009,0,98028,47.7611,-122.233,1580,4667 +6705600020,20150324T000000,919990.0,5,3.25,3960,6352,2.0,0,0,3,10,3960,0,2014,0,98075,47.5806,-122.055,2930,9875 +9478550430,20150429T000000,316475.0,4,2.5,1740,4642,2.0,0,0,3,7,1740,0,2012,0,98042,47.3686,-122.117,1950,4642 +5498100010,20150324T000000,425000.0,4,2.5,1940,4517,1.0,0,0,3,8,1190,750,2010,0,98028,47.776,-122.26,1910,10410 +7625702901,20150311T000000,302860.0,2,1.0,970,3279,2.0,0,0,3,7,790,180,2007,0,98136,47.5469,-122.383,1150,1351 +301401410,20140722T000000,298000.0,3,2.5,1852,4000,2.0,0,0,3,7,1852,0,2014,0,98002,47.3455,-122.21,2166,4000 +251500080,20140826T000000,3204000.0,4,4.0,4810,18851,2.0,0,3,3,11,4810,0,2007,0,98004,47.6364,-122.214,3970,19929 +521049227,20141201T000000,950000.0,4,4.0,5635,9695,2.0,0,3,3,10,4360,1275,2011,0,98003,47.3389,-122.334,3726,9765 +100300500,20141121T000000,333000.0,3,2.5,1520,3041,2.0,0,0,3,7,1520,0,2009,0,98059,47.4874,-122.152,1820,3229 +8669160460,20150305T000000,289950.0,3,2.5,2099,4275,2.0,0,0,3,7,2099,0,2010,0,98002,47.3521,-122.211,2099,4275 +2810100007,20150506T000000,419950.0,3,2.25,1250,811,3.0,0,0,3,8,1250,0,2014,0,98136,47.5419,-122.388,1250,1232 +6749700006,20140715T000000,306000.0,2,1.5,1090,1183,3.0,0,0,3,8,1090,0,2008,0,98103,47.6974,-122.349,1110,1384 +1085623730,20141129T000000,498445.0,4,2.5,3216,5902,2.0,0,0,3,9,3216,0,2014,0,98030,47.3425,-122.179,2815,4916 +6666830430,20140620T000000,775950.0,4,2.5,2970,4400,2.0,0,0,3,8,2970,0,2014,0,98052,47.705,-122.114,3010,4892 +7852110380,20140703T000000,605000.0,3,2.5,2610,6405,2.0,0,0,3,8,2610,0,2001,0,98065,47.5373,-121.874,2580,6285 +8080400177,20140909T000000,520000.0,2,1.75,1340,1368,2.0,0,0,3,7,1060,280,2006,0,98122,47.618,-122.311,2480,1707 +293070010,20141028T000000,849990.0,4,2.75,3300,4987,2.0,0,0,3,9,3300,0,2014,0,98074,47.6175,-122.056,3520,5453 +9144100007,20140604T000000,767450.0,3,2.0,1630,7599,1.0,0,0,3,10,1630,0,2006,0,98117,47.6981,-122.376,2030,7599 +7234601142,20140808T000000,665000.0,3,2.25,1590,929,2.0,0,0,3,9,1060,530,2014,0,98122,47.6172,-122.31,1510,1193 +1972200426,20140918T000000,525000.0,2,2.75,1310,1268,3.5,0,0,3,8,1310,0,2007,0,98103,47.6534,-122.355,1350,1288 +7768800280,20140722T000000,870515.0,4,3.5,3600,5697,2.0,0,0,3,9,2940,660,2014,0,98075,47.5755,-122.071,3490,5911 +9512200420,20140721T000000,390000.0,4,2.5,2154,4153,2.0,0,0,3,9,2154,0,2012,0,98058,47.4557,-122.13,2154,4091 +7132300525,20150411T000000,500000.0,3,1.75,1530,825,3.0,0,0,3,8,1530,0,2015,0,98144,47.5929,-122.308,1580,1915 +7515000143,20140805T000000,399950.0,3,2.25,1360,1041,2.0,0,0,3,8,1094,266,2006,0,98117,47.6925,-122.375,1522,1382 +3395070440,20150209T000000,305000.0,3,2.5,1320,2480,2.0,0,0,3,7,1320,0,2005,0,98118,47.536,-122.284,1320,3240 +629650380,20150123T000000,255000.0,4,2.5,1660,6724,2.0,0,0,3,7,1660,0,2009,0,98001,47.259,-122.256,1544,6054 +1115600130,20140930T000000,415000.0,4,2.5,2891,6499,2.0,0,0,3,9,2891,0,2014,0,98001,47.3359,-122.257,2550,8383 +8562790950,20150327T000000,716500.0,3,2.5,2340,2155,2.0,0,0,3,10,2120,220,2012,0,98027,47.53,-122.073,2640,2680 +3413700130,20140625T000000,425000.0,3,2.5,2320,2267,3.0,0,0,3,8,2320,0,2009,0,98177,47.7027,-122.359,1240,1883 +9532000170,20150217T000000,540000.0,4,2.5,2190,3855,2.0,0,0,3,8,2190,0,2010,0,98011,47.7705,-122.169,2190,3600 +255450380,20140804T000000,324747.0,3,2.5,2060,4742,2.0,0,0,3,8,2060,0,2014,0,98038,47.3706,-122.017,2370,4725 +7203140420,20150128T000000,385000.0,3,2.5,1740,4145,2.0,0,0,3,7,1740,0,2010,0,98053,47.6875,-122.015,1740,4045 +1760650670,20140812T000000,270000.0,3,2.25,1400,3825,2.0,0,0,3,7,1400,0,2012,0,98042,47.3596,-122.082,2110,3825 +5556300098,20140612T000000,1240000.0,5,4.0,4410,14380,2.0,0,0,3,11,4410,0,2006,0,98052,47.6463,-122.121,2720,11454 +8129700743,20150416T000000,672000.0,3,2.5,1780,1647,2.0,0,0,3,8,1080,700,2008,0,98103,47.6597,-122.355,2000,1741 +3023000050,20150129T000000,310000.0,3,2.5,1760,10137,2.0,0,0,3,8,1760,0,2010,0,98038,47.355,-122.059,2000,6935 +518500480,20140811T000000,3000000.0,3,3.5,4410,10756,2.0,1,4,3,11,3430,980,2014,0,98056,47.5283,-122.205,3550,5634 +1725059127,20150225T000000,2350000.0,6,4.25,5550,11547,2.0,0,2,3,11,4270,1280,2014,0,98033,47.6547,-122.202,3480,11547 +9511120050,20140627T000000,427000.0,3,2.5,2432,9391,2.0,0,2,3,9,2432,0,2005,0,98001,47.3453,-122.267,2912,8932 +8943600430,20150423T000000,389950.0,3,2.5,2283,3996,2.0,0,0,3,8,2283,0,2008,0,98031,47.4221,-122.192,1760,3992 +9429400170,20140625T000000,309620.0,3,2.5,1860,3730,2.0,0,0,3,8,1860,0,2012,0,98019,47.7442,-121.984,2110,4509 +3845101150,20140701T000000,399895.0,4,2.5,2701,4500,2.0,0,0,3,9,2701,0,2014,0,98092,47.2586,-122.194,2570,4800 +1085623560,20150202T000000,442515.0,4,2.5,2930,4875,2.0,0,0,3,9,2930,0,2014,0,98030,47.3421,-122.179,2815,4900 +263000255,20141202T000000,375000.0,3,2.25,1540,1561,3.0,0,0,3,8,1540,0,2010,0,98103,47.6991,-122.346,1540,1547 +7299600130,20140702T000000,309780.0,3,2.5,2242,4500,2.0,0,0,3,8,2242,0,2014,0,98092,47.2583,-122.198,2009,4500 +7853320280,20150312T000000,425000.0,3,2.5,1950,4345,2.0,0,0,3,7,1950,0,2007,0,98065,47.5202,-121.873,2260,4345 +4253400098,20150501T000000,405000.0,2,3.0,1160,1073,2.0,0,0,3,7,880,280,2007,0,98144,47.5788,-122.315,1250,4812 +3814900380,20140719T000000,356250.0,3,2.5,2060,5115,2.0,0,0,3,9,2060,0,2014,0,98092,47.3261,-122.163,2648,4500 +6821101732,20150219T000000,550000.0,3,2.25,1230,875,3.0,0,0,3,8,1230,0,2013,0,98199,47.6521,-122.4,1760,5664 +3644100086,20140505T000000,340000.0,2,1.5,1160,1438,2.0,0,0,3,7,1160,0,2001,0,98144,47.5917,-122.295,1220,1740 +7237450080,20140823T000000,362865.0,4,2.5,2245,4301,2.0,0,0,3,8,2245,0,2014,0,98038,47.3555,-122.063,2530,4478 +6389970010,20150323T000000,1360000.0,4,3.5,4120,12626,2.0,0,1,3,11,3970,150,2014,0,98034,47.7089,-122.245,4120,11913 +9578090050,20140505T000000,830000.0,4,2.5,3400,9692,2.0,0,0,3,9,3400,0,2007,0,98052,47.708,-122.109,3070,7375 +1489300005,20140801T000000,1598000.0,5,3.75,4270,7500,2.0,0,0,3,10,3210,1060,2014,0,98033,47.6845,-122.207,2410,8350 +7768800290,20150304T000000,855000.0,4,3.5,2890,5911,2.0,0,0,3,9,2370,520,2014,0,98075,47.5754,-122.071,3490,6093 +1245003220,20140819T000000,1205000.0,5,3.5,3220,8000,2.0,0,0,3,9,2900,320,2008,0,98033,47.6834,-122.2,2100,9680 +5608000010,20140811T000000,1385000.0,4,3.5,4010,15365,2.0,0,1,3,11,4010,0,2006,0,98027,47.5528,-122.093,3550,13429 +5379805260,20150326T000000,400200.0,4,3.5,2260,30250,2.0,0,0,3,7,2260,0,2013,0,98188,47.4493,-122.281,1270,16350 +3278600670,20140523T000000,235000.0,2,1.0,1140,1730,1.5,0,0,3,8,1010,130,2007,0,98126,47.5494,-122.372,1360,1730 +2781240050,20150507T000000,349950.0,3,2.0,1640,4714,1.0,0,0,3,8,1640,0,2009,0,98038,47.3539,-122.021,1770,4802 +7502800050,20140709T000000,659950.0,4,2.75,3510,9400,2.0,0,0,3,9,3510,0,2014,0,98059,47.4827,-122.131,3550,9429 +9544700500,20140508T000000,785000.0,3,2.75,3010,1842,2.0,0,0,3,9,3010,0,2011,0,98075,47.5836,-121.994,2950,4200 +2771603314,20150416T000000,475000.0,2,2.25,1060,925,2.0,0,0,3,8,980,80,2006,0,98199,47.6386,-122.388,1020,4000 +4181200680,20140527T000000,263900.0,3,2.5,1658,2700,2.0,0,0,3,8,1658,0,2014,0,98198,47.3667,-122.307,1658,2700 +9347300010,20150501T000000,342000.0,3,2.5,1960,3540,2.0,0,0,3,8,1960,0,2012,0,98038,47.3568,-122.055,1840,3825 +255450020,20140918T000000,367899.0,3,2.5,2420,4725,2.0,0,0,3,8,2420,0,2014,0,98038,47.371,-122.018,2370,4200 +7230200585,20150204T000000,657044.0,3,3.5,3420,23786,1.5,0,0,3,9,3420,0,2014,0,98059,47.4739,-122.11,1590,23774 +9828702771,20141113T000000,359950.0,2,1.5,893,965,2.0,0,0,3,8,893,0,2007,0,98122,47.6187,-122.301,1340,1436 +9492500170,20140723T000000,879950.0,4,2.75,3020,7203,2.0,0,0,3,9,3020,0,2014,0,98033,47.6948,-122.178,3010,7215 +9265880170,20140826T000000,550000.0,4,2.5,2470,5954,2.0,0,0,3,8,2470,0,2013,0,98028,47.7685,-122.236,2470,4800 +7299600920,20141209T000000,279000.0,4,2.5,2009,4800,2.0,0,0,3,8,2009,0,2012,0,98092,47.2586,-122.2,1798,4800 +8690600050,20140718T000000,255000.0,3,2.5,1530,1116,2.5,0,0,3,7,1530,0,2005,0,98028,47.7385,-122.25,1530,7780 +1176001119,20150224T000000,609500.0,3,1.75,1590,1113,3.0,0,0,3,8,1590,0,2014,0,98107,47.6691,-122.402,1520,1357 +3449850050,20140620T000000,420000.0,5,3.0,2630,3149,2.0,0,0,3,8,1670,960,2013,0,98056,47.5065,-122.171,2240,4825 +9211000170,20141008T000000,570000.0,4,2.5,3230,7187,2.0,0,0,3,9,3230,0,2008,0,98059,47.4995,-122.15,2950,6537 +6056111350,20150512T000000,439000.0,3,2.25,1430,2343,2.0,0,0,3,8,1430,0,2012,0,98108,47.5648,-122.294,1270,1916 +7299601630,20141108T000000,310000.0,3,2.5,2242,5744,2.0,0,0,3,8,2242,0,2012,0,98092,47.2597,-122.199,2009,5712 +7133300380,20150209T000000,635000.0,4,2.5,2500,4000,2.0,0,0,3,8,2500,0,2014,0,98144,47.5902,-122.311,1480,4300 +2770601775,20141128T000000,399950.0,3,2.5,1230,922,2.0,0,0,3,8,1080,150,2009,0,98199,47.6518,-122.384,1230,1237 +3630200630,20140805T000000,805000.0,4,2.5,3020,3600,2.5,0,0,3,9,3020,0,2009,0,98029,47.5407,-121.993,2570,3600 +4385700250,20150407T000000,1800000.0,4,3.5,3480,4000,2.0,0,0,3,9,2460,1020,2015,0,98112,47.6356,-122.281,2620,4000 +6430500182,20150403T000000,1205000.0,4,3.0,3330,7650,1.0,0,0,3,9,1830,1500,2008,0,98103,47.6889,-122.352,1200,3876 +8029770190,20141015T000000,745000.0,4,2.5,3400,4840,2.0,0,0,3,10,3190,210,2006,0,98059,47.5066,-122.146,3400,5710 +5393600507,20140624T000000,329445.0,2,1.5,830,1119,2.0,0,0,3,7,830,0,2005,0,98144,47.5828,-122.314,1480,3622 +207700050,20141015T000000,588000.0,5,3.0,3110,4464,2.0,0,0,3,8,3110,0,2007,0,98011,47.7719,-122.168,2450,4221 +8138870470,20140707T000000,494815.0,3,2.5,1910,2091,2.0,0,0,3,8,1910,0,2014,0,98029,47.5445,-122.013,1630,1546 +7853370020,20141014T000000,591975.0,3,2.75,3230,5250,2.0,0,0,3,9,2680,550,2014,0,98065,47.5196,-121.878,2710,5250 +3304300380,20150108T000000,600000.0,5,2.75,3380,8179,2.0,0,0,3,9,3380,0,2011,0,98059,47.4827,-122.135,2840,8179 +3528960020,20140708T000000,673000.0,3,2.75,2830,3496,2.0,0,0,3,8,2830,0,2012,0,98029,47.5606,-122.011,2160,3501 +1853080840,20150211T000000,889950.0,5,3.5,3700,7055,2.0,0,0,3,9,3700,0,2014,0,98074,47.5929,-122.057,3170,6527 +7852130460,20150325T000000,500000.0,4,3.0,2520,4104,2.0,0,0,3,7,2520,0,2002,0,98065,47.5352,-121.88,2510,5015 +2768301357,20141001T000000,500000.0,3,2.25,1530,1396,2.0,0,0,3,8,1240,290,2007,0,98107,47.666,-122.367,1690,2500 +8562710250,20140505T000000,890000.0,4,4.25,4420,5750,2.0,0,0,3,10,3410,1010,2006,0,98027,47.5404,-122.073,4420,5750 +6824100014,20150429T000000,437000.0,3,3.0,1460,1180,3.0,0,0,3,8,1460,0,2006,0,98117,47.6998,-122.367,1460,1224 +7905200061,20140905T000000,419700.0,3,2.25,1450,1486,2.0,0,0,3,8,1160,290,2006,0,98116,47.5694,-122.387,1370,1437 +3524039228,20140723T000000,394000.0,3,2.0,1160,3441,1.0,0,0,4,6,580,580,1930,0,98136,47.5314,-122.392,1160,4000 +2781240040,20140806T000000,342000.0,3,2.0,1640,4802,1.0,0,0,3,8,1640,0,2010,0,98038,47.3538,-122.021,1940,4802 +1222029064,20140626T000000,420000.0,3,1.75,1444,249126,1.5,0,0,3,7,1444,0,2008,0,98070,47.4104,-122.486,1760,224770 +9523100730,20140523T000000,580000.0,3,2.5,1620,1173,3.0,0,4,3,8,1470,150,2008,0,98103,47.6681,-122.355,1620,1505 +5649600464,20150327T000000,343000.0,2,1.5,1100,1228,2.0,0,0,3,7,900,200,2007,0,98118,47.5538,-122.282,1340,1380 +7548301050,20150402T000000,390000.0,2,1.5,1340,1402,2.0,0,0,3,8,1120,220,2008,0,98144,47.588,-122.304,1340,1213 +9542840450,20140811T000000,274000.0,3,1.5,1450,4694,2.0,0,0,3,7,1450,0,2011,0,98038,47.3654,-122.021,1870,4198 +126039467,20150114T000000,700000.0,4,2.5,3040,7200,2.0,0,0,3,9,3040,0,2008,0,98177,47.7747,-122.366,2360,8245 +7936000463,20150416T000000,838000.0,4,2.5,2560,7210,2.0,0,0,3,9,2560,0,2006,0,98136,47.5535,-122.395,2160,10439 +3021059304,20140917T000000,300000.0,6,3.0,2744,9926,2.0,0,0,3,7,2744,0,2006,0,98002,47.2773,-122.216,2470,9926 +3362401758,20140903T000000,467000.0,3,2.25,1420,990,3.0,0,0,3,8,1420,0,2008,0,98103,47.6801,-122.348,1350,1415 +886000090,20150302T000000,395000.0,2,1.0,700,7457,1.0,0,0,3,6,700,0,1943,0,98108,47.5348,-122.295,1500,7130 +1196003740,20140924T000000,734000.0,5,4.25,4110,42755,2.0,0,2,3,10,2970,1140,2000,0,98023,47.3375,-122.337,2730,12750 +5045700090,20150106T000000,480000.0,5,2.75,2670,4780,2.0,0,0,3,8,2670,0,2013,0,98059,47.4866,-122.155,2560,5380 +1604601801,20150217T000000,539000.0,3,2.75,2130,1400,2.0,0,0,3,9,1080,1050,2010,0,98118,47.5661,-122.29,1520,3132 +5057100090,20150505T000000,459950.0,5,2.75,3078,6371,2.0,0,0,3,9,3078,0,2014,0,98042,47.3587,-122.163,1979,19030 +3869900146,20141030T000000,306500.0,2,1.0,840,892,2.0,0,0,3,7,840,0,2006,0,98136,47.5396,-122.387,1030,1007 +3862710180,20150326T000000,408474.0,3,2.5,1800,2731,2.0,0,0,3,8,1800,0,2014,0,98065,47.5342,-121.841,1800,3265 +1023059246,20140514T000000,437000.0,3,2.75,2580,5200,2.0,0,0,3,8,2580,0,2008,0,98059,47.496,-122.151,2700,5602 +6056100150,20140623T000000,160797.0,3,1.5,1270,2356,2.0,0,0,3,7,1270,0,2012,0,98108,47.5671,-122.298,1490,2175 +3342700464,20150107T000000,729000.0,4,3.5,3065,5440,3.0,0,0,3,9,3065,0,2014,0,98056,47.524,-122.2,2210,8400 +3026059362,20141031T000000,499000.0,3,2.5,1861,1587,2.0,0,0,3,8,1578,283,2007,0,98034,47.7043,-122.209,2090,10454 +1327600150,20141016T000000,359950.0,4,2.75,2260,5705,2.0,0,0,3,8,2260,0,2014,0,98042,47.3726,-122.159,2260,5727 +2895730540,20141210T000000,929000.0,5,3.25,4150,7100,2.0,0,0,3,10,4150,0,2013,0,98074,47.6026,-122.06,3560,7214 +2768200209,20141006T000000,529950.0,2,2.5,1500,1174,2.0,0,0,3,8,1140,360,2014,0,98107,47.6689,-122.363,1550,1519 +9268851380,20150403T000000,461000.0,3,2.25,1620,998,2.5,0,0,3,8,1540,80,2012,0,98027,47.5394,-122.027,1620,1068 +7625703007,20141014T000000,271115.0,2,1.5,830,1325,2.0,0,0,3,7,830,0,2005,0,98136,47.5472,-122.384,1310,1485 +7202280580,20150106T000000,653000.0,4,2.5,3120,5137,2.0,0,0,3,7,3120,0,2003,0,98053,47.6842,-122.04,2755,5137 +1972202187,20141024T000000,565000.0,3,2.5,1870,1058,3.0,0,0,3,8,1380,490,2007,0,98103,47.6512,-122.345,1440,1136 +2767600985,20141204T000000,529950.0,3,2.25,1240,1250,3.0,0,0,3,8,1240,0,2014,0,98107,47.6748,-122.377,1470,1250 +5631501202,20150326T000000,585000.0,4,2.5,2820,5612,2.0,0,0,3,9,2820,0,2007,0,98028,47.7477,-122.236,1620,14881 +1972200556,20140703T000000,609000.0,3,1.75,1630,1526,3.0,0,0,3,8,1630,0,2014,0,98103,47.6536,-122.354,1570,1274 +301400930,20140618T000000,267000.0,3,2.25,1584,2800,2.0,0,0,3,7,1584,0,2012,0,98002,47.3454,-122.214,1584,2800 +9265880040,20140509T000000,557000.0,4,2.5,2840,4500,2.0,0,0,3,8,2840,0,2012,0,98028,47.7678,-122.237,2840,4939 +7853280610,20141117T000000,709950.0,4,3.25,3910,6293,2.0,0,0,3,9,3130,780,2006,0,98065,47.5389,-121.86,4410,6015 +1972200847,20140718T000000,625000.0,3,2.5,1730,1301,3.0,0,0,3,9,1730,0,2011,0,98103,47.653,-122.352,1330,1240 +8562790940,20141223T000000,599000.0,3,2.75,1840,2060,2.0,0,0,3,10,1700,140,2013,0,98027,47.53,-122.073,2590,2680 +1623089165,20150506T000000,920000.0,4,3.75,4030,503989,2.0,0,0,3,10,4030,0,2008,0,98045,47.4807,-121.795,2110,71874 +6788200596,20141016T000000,1285000.0,4,3.5,3440,3800,3.0,0,0,3,9,3440,0,2014,0,98112,47.6408,-122.307,1760,3800 +1760650610,20150330T000000,324500.0,4,2.5,2110,3825,2.0,0,0,3,7,2110,0,2012,0,98042,47.3602,-122.082,2110,3825 +7853360850,20150116T000000,471500.0,3,2.5,2430,5866,2.0,0,0,3,7,2430,0,2009,0,98065,47.5158,-121.871,2380,5866 +2526069092,20140808T000000,1015000.0,4,3.75,4690,207141,2.0,0,0,3,10,4030,660,2007,0,98019,47.7072,-121.983,2890,200527 +2424059061,20141111T000000,998000.0,4,3.5,3500,43560,2.0,0,0,3,9,2850,650,2014,0,98006,47.5481,-122.103,3640,40545 +7661600206,20150129T000000,262000.0,4,2.5,2070,8685,2.0,0,0,3,7,2070,0,2006,0,98188,47.4697,-122.267,2170,9715 +8149600065,20150401T000000,844000.0,4,3.5,3350,6350,2.0,0,2,3,8,2610,740,2009,0,98116,47.5602,-122.39,1820,6350 +6666830120,20140624T000000,745641.0,4,2.5,2440,4850,2.0,0,0,3,8,2440,0,2013,0,98052,47.7043,-122.114,2970,5450 +3034200087,20141212T000000,659950.0,5,3.0,3010,7357,2.0,0,0,3,9,3010,0,2008,0,98133,47.7226,-122.33,2370,8050 +255450410,20140804T000000,339989.0,3,2.5,2060,4200,2.0,0,0,3,8,2060,0,2014,0,98038,47.3706,-122.018,2370,4200 +3438501327,20150504T000000,352500.0,2,2.5,1570,2399,2.0,0,0,3,7,1180,390,2009,0,98106,47.5488,-122.364,1590,2306 +9828702389,20140513T000000,525000.0,3,2.5,1580,1161,2.0,0,0,3,8,1010,570,2008,0,98112,47.6206,-122.299,1680,1177 +8691440330,20140929T000000,1138990.0,5,3.5,4280,6530,2.0,0,3,3,10,4280,0,2014,0,98075,47.5941,-121.973,3960,6863 +1085623740,20140812T000000,491000.0,5,3.5,2815,4900,2.0,0,0,3,9,2815,0,2011,0,98030,47.3424,-122.179,2798,4900 +1424069110,20140718T000000,675000.0,4,2.5,2620,6114,2.0,0,0,3,9,2620,0,2011,0,98029,47.5603,-122.013,2620,5808 +993001914,20150106T000000,344000.0,3,2.25,1250,1033,3.0,0,0,3,8,1250,0,2007,0,98103,47.6907,-122.343,1250,1150 +9211010220,20141104T000000,530000.0,4,2.5,3250,4500,2.0,0,0,3,8,3250,0,2008,0,98059,47.4944,-122.15,3030,4598 +2143701015,20141210T000000,290500.0,4,3.25,2510,7686,2.0,0,0,3,9,2510,0,2003,0,98055,47.4785,-122.228,2510,6732 +6056111430,20150113T000000,335000.0,2,1.75,1270,1685,2.0,0,0,3,8,1270,0,2012,0,98108,47.5646,-122.295,1270,1843 +1925059254,20150507T000000,2998000.0,5,4.0,6670,16481,2.0,0,0,3,12,4960,1710,2007,0,98004,47.6409,-122.221,4800,16607 +3278606200,20140919T000000,379000.0,3,2.5,1580,3075,2.0,0,0,3,8,1580,0,2013,0,98126,47.545,-122.368,1710,2934 +3126049501,20140717T000000,385000.0,3,1.5,1360,2030,3.0,0,0,3,8,1360,0,2008,0,98103,47.6961,-122.349,1360,1167 +4305600360,20150225T000000,500012.0,4,2.5,2400,9612,1.0,0,0,3,8,1230,1170,1962,2009,98059,47.4799,-122.127,2430,5539 +6632300212,20140505T000000,366750.0,3,3.0,1571,2017,3.0,0,0,3,8,1571,0,2008,0,98125,47.7338,-122.309,1520,1497 +1189000492,20140606T000000,405000.0,2,2.0,1405,1073,2.0,0,0,3,8,1140,265,2007,0,98122,47.612,-122.295,1405,3000 +3319500628,20150212T000000,356999.0,3,1.5,1010,1546,2.0,0,0,3,8,1010,0,1971,2014,98144,47.5998,-122.311,1010,1517 +2436700625,20150417T000000,590000.0,2,2.5,1450,1281,2.0,0,0,3,8,1220,230,2006,0,98105,47.665,-122.285,1440,1281 +3679400474,20141104T000000,294000.0,3,1.75,1420,1361,2.0,0,0,3,7,960,460,2014,0,98108,47.5684,-122.314,1340,1343 +7203190110,20150426T000000,731500.0,4,2.5,2650,4644,2.0,0,0,3,8,2650,0,2013,0,98053,47.6945,-122.018,2640,5099 +1853080850,20140606T000000,837219.0,5,2.75,3030,7679,2.0,0,0,3,9,3030,0,2014,0,98074,47.593,-122.057,3080,6341 +1125079111,20150415T000000,1600000.0,4,5.5,6530,871200,2.0,0,2,3,11,6530,0,2008,0,98014,47.664,-121.878,1280,858132 +518500610,20140616T000000,798800.0,3,2.75,2670,3738,1.0,0,0,3,10,1720,950,2013,0,98056,47.5299,-122.203,2610,3734 +293670040,20141008T000000,482500.0,2,2.5,1170,809,2.0,0,0,3,9,1170,0,2007,0,98103,47.6875,-122.339,1170,1121 +3303970100,20150306T000000,820000.0,4,2.5,3260,26772,2.0,0,0,3,9,3260,0,2007,0,98027,47.5115,-122.031,3260,14491 +3834000594,20140711T000000,319000.0,3,1.5,1480,1722,3.0,0,0,3,7,1480,0,2007,0,98125,47.728,-122.292,1480,5764 +3342100569,20140813T000000,950000.0,3,2.5,2700,6947,2.0,0,3,3,9,2700,0,2013,0,98056,47.5172,-122.208,2500,6947 +7237501380,20150507T000000,1267500.0,4,3.5,4640,13404,2.0,0,0,3,10,4640,0,2007,0,98059,47.531,-122.134,4690,13590 +2325300093,20140707T000000,378000.0,3,2.5,1601,2491,3.0,0,0,3,7,1536,65,2007,0,98125,47.719,-122.317,1420,1156 +9808100150,20150402T000000,3345000.0,5,3.75,5350,15360,1.0,0,1,3,11,3040,2310,2008,0,98004,47.648,-122.218,3740,15940 +3332500085,20141027T000000,489950.0,3,2.5,2540,5237,2.0,0,0,3,8,2540,0,2011,0,98118,47.5492,-122.276,1800,4097 +3869900150,20150427T000000,345000.0,2,1.75,1030,1106,2.0,0,0,3,7,765,265,2006,0,98136,47.5397,-122.387,1030,1066 +2011400401,20150226T000000,510000.0,3,2.5,2730,7136,2.0,0,0,3,8,2730,0,2012,0,98198,47.3938,-122.321,2130,8932 +9578501030,20140729T000000,432500.0,4,2.5,3172,5033,2.0,0,0,3,8,3172,0,2014,0,98023,47.2961,-122.348,2704,5232 +8029770410,20150420T000000,650000.0,4,2.5,3160,8530,2.0,0,0,3,9,3160,0,2006,0,98059,47.5075,-122.148,3160,6460 +6639900242,20141003T000000,750000.0,4,2.5,2850,12429,2.0,0,0,3,9,2850,0,2008,0,98033,47.6915,-122.177,2540,12000 +2919700735,20150427T000000,870000.0,4,3.5,2780,3100,2.0,0,0,3,8,2120,660,2014,0,98117,47.6886,-122.364,1740,3600 +8691440410,20141215T000000,900000.0,4,3.5,3860,6543,2.0,0,0,3,10,3860,0,2014,0,98075,47.5934,-121.974,3760,6888 +2902201301,20141216T000000,664950.0,2,1.75,1180,900,2.0,0,0,3,10,780,400,2014,0,98102,47.6395,-122.329,1380,3610 +291310150,20140602T000000,391000.0,3,2.25,1410,1290,2.0,0,0,3,7,1290,120,2004,0,98027,47.5345,-122.069,1490,1380 +323079101,20150123T000000,1800000.0,4,3.5,6370,205603,2.0,0,0,3,12,6370,0,2008,0,98027,47.5016,-121.905,1490,33580 +5057100110,20150514T000000,479349.0,5,3.0,3223,6371,2.0,0,0,3,9,3223,0,2014,0,98042,47.3584,-122.163,1979,9008 +9268850940,20141223T000000,661000.0,4,3.25,2600,2074,2.0,0,0,3,8,2150,450,2011,0,98027,47.5402,-122.028,2510,2074 +993000315,20141002T000000,379000.0,3,3.25,1380,1234,3.0,0,0,3,8,1380,0,2006,0,98103,47.6935,-122.342,1370,1282 +9268851800,20140505T000000,415000.0,3,2.25,1620,998,2.5,0,0,3,8,1540,80,2010,0,98027,47.5401,-122.027,1620,1299 +4310702837,20141201T000000,375000.0,3,3.25,1370,1227,3.0,0,0,3,8,1370,0,2007,0,98103,47.6964,-122.341,1370,1236 +4310703083,20140523T000000,355000.0,3,2.0,1220,1186,3.0,0,0,3,8,1220,0,2007,0,98103,47.6972,-122.341,1280,1251 +1890000166,20140905T000000,540000.0,3,2.5,1280,1889,3.0,0,0,3,8,1280,0,2009,0,98105,47.6619,-122.324,1450,1889 +7904700146,20140724T000000,290000.0,2,1.5,770,850,2.0,0,0,3,7,770,0,2006,0,98116,47.5644,-122.388,1350,915 +1931300308,20140520T000000,500000.0,3,2.5,1210,1200,3.0,0,0,3,8,1210,0,2008,0,98103,47.6543,-122.345,1210,1200 +8091670730,20140902T000000,416000.0,4,2.5,2890,6322,2.0,0,0,3,8,2890,0,2011,0,98038,47.3494,-122.044,2380,5738 +3278612370,20140811T000000,349900.0,3,2.5,1580,2765,2.0,0,0,3,8,1580,0,2011,0,98126,47.5444,-122.369,1580,1820 +7600065,20140605T000000,465000.0,3,2.25,1530,1245,2.0,0,0,3,9,1050,480,2014,0,98122,47.6018,-122.297,1530,2307 +3630200900,20140630T000000,950000.0,4,2.5,3670,7680,2.5,0,0,3,10,3670,0,2007,0,98029,47.5401,-121.993,3130,6112 +3278611450,20150326T000000,496800.0,4,2.25,1850,2340,2.5,0,0,3,8,1850,0,2014,0,98126,47.543,-122.372,1850,2340 +2026049184,20150320T000000,680000.0,4,2.5,2440,6581,2.0,0,0,3,8,2440,0,2014,0,98133,47.7321,-122.334,1480,7432 +9103000455,20150424T000000,920000.0,4,3.25,2190,4265,2.0,0,0,3,9,1540,650,2015,0,98122,47.6178,-122.29,1730,4265 +8691440220,20150202T000000,1289990.0,5,4.0,4360,8030,2.0,0,0,3,10,4360,0,2015,0,98075,47.5923,-121.973,3570,6185 +7202300540,20140701T000000,825000.0,4,2.75,3990,6637,2.0,0,0,3,9,3990,0,2003,0,98053,47.6835,-122.045,3500,7074 +1453601038,20141002T000000,292000.0,3,2.5,1270,1283,3.0,0,0,3,7,1270,0,2007,0,98125,47.7209,-122.291,1270,1512 +9211010330,20150409T000000,576000.0,4,2.5,3340,6924,2.0,0,0,3,8,3340,0,2009,0,98059,47.495,-122.149,3030,6119 +1972201773,20150313T000000,670000.0,2,2.0,1500,761,3.0,0,3,3,8,1500,0,2008,0,98103,47.6522,-122.346,1360,1527 +7974200948,20140520T000000,953007.0,4,3.5,3120,5086,2.0,0,0,3,9,2480,640,2008,0,98115,47.6762,-122.288,1880,5092 +2700200040,20150223T000000,399000.0,4,2.5,2480,4334,2.0,0,0,3,8,2480,0,2012,0,98038,47.3826,-122.036,2480,5632 +7625702264,20150427T000000,399000.0,2,2.0,1110,1155,3.0,0,0,3,7,980,130,2008,0,98136,47.5496,-122.388,1110,1089 +2428100100,20141117T000000,847093.0,4,2.75,2760,5670,2.0,0,0,3,10,2760,0,2014,0,98075,47.5819,-122.047,2760,6600 +1176001123,20150206T000000,599950.0,3,2.5,1510,1493,3.0,0,0,3,8,1510,0,2014,0,98107,47.669,-122.402,1530,1357 +3052700472,20140813T000000,499000.0,3,2.5,1460,1614,2.0,0,0,3,8,1180,280,2007,0,98117,47.6781,-122.374,1380,1402 +1623089086,20141015T000000,760000.0,4,2.75,3980,285318,2.0,0,2,3,9,3980,0,2006,0,98045,47.4803,-121.795,2100,105415 +2311400145,20141029T000000,1699990.0,4,3.75,3320,8234,2.0,0,0,3,10,3320,0,2014,0,98004,47.5963,-122.2,1560,8240 +8895800090,20140512T000000,1033890.0,4,3.25,3270,5187,2.0,0,0,3,9,3110,160,2014,0,98052,47.6966,-122.133,3600,5825 +847100021,20140520T000000,515000.0,4,2.5,2670,8765,2.0,0,0,3,9,2670,0,2006,0,98059,47.4876,-122.146,2880,8765 +291310120,20141209T000000,355000.0,3,2.25,1410,1332,2.0,0,0,3,7,1290,120,2004,0,98027,47.5345,-122.069,1445,1290 +301401390,20140805T000000,319900.0,4,2.75,2475,4000,2.0,0,0,3,7,2475,0,2014,0,98002,47.3452,-122.21,2166,4000 +7519001068,20140527T000000,460000.0,3,3.5,1600,1431,2.0,0,0,3,8,1240,360,2006,0,98117,47.6865,-122.363,1500,4120 +7203101590,20150108T000000,305000.0,2,1.0,1290,3383,2.0,0,0,3,7,1290,0,2008,0,98053,47.6968,-122.025,1290,2828 +7299600530,20150317T000000,280000.0,3,2.5,1608,4818,2.0,0,0,3,8,1608,0,2012,0,98092,47.2583,-122.203,2009,5200 +7625703357,20150227T000000,394950.0,2,2.25,1300,2104,2.0,0,0,3,8,1010,290,2011,0,98136,47.5477,-122.388,1430,1850 +7889601270,20140821T000000,382000.0,4,3.5,2530,3000,2.0,0,0,3,8,1850,680,2014,0,98146,47.4919,-122.336,1470,6000 +4083306553,20150422T000000,560000.0,3,2.5,1390,1411,3.0,0,0,3,8,1390,0,2008,0,98103,47.6485,-122.334,1350,1266 +9828701508,20140520T000000,772000.0,3,2.25,1640,1204,3.0,0,0,3,8,1640,0,2014,0,98112,47.6196,-122.297,1630,3136 +8946390150,20140722T000000,324950.0,4,2.5,2229,5723,2.0,0,0,3,7,2229,0,2012,0,98032,47.3693,-122.286,2738,5742 +8648900040,20140709T000000,530000.0,3,2.5,1790,3078,2.0,0,0,3,8,1790,0,2010,0,98027,47.5638,-122.094,1890,3078 +4092300211,20141024T000000,384000.0,3,2.25,990,736,2.5,0,0,3,8,880,110,2009,0,98105,47.6605,-122.319,1030,1201 +3343902510,20140611T000000,719950.0,5,2.75,3240,6863,2.0,0,0,3,10,3240,0,2013,0,98056,47.5033,-122.193,2360,6002 +2919700107,20140811T000000,319950.0,2,2.5,1280,819,2.0,0,0,3,8,1060,220,2006,0,98103,47.6905,-122.364,1290,2900 +2781280230,20150128T000000,292000.0,3,2.5,1610,3848,2.0,0,0,3,8,1610,0,2006,0,98055,47.4497,-122.188,1610,3049 +3232200085,20150428T000000,1500000.0,6,3.5,3670,3959,2.0,0,0,3,10,2410,1260,2008,0,98119,47.6356,-122.373,2060,3625 +1972200259,20140507T000000,425000.0,2,2.5,1150,1027,3.0,0,0,3,8,1150,0,2008,0,98103,47.6534,-122.356,1360,1210 +1926059236,20141010T000000,799950.0,5,3.75,3760,4702,2.0,0,0,3,9,2780,980,2014,0,98034,47.7202,-122.223,2950,5981 +2768200210,20140825T000000,499000.0,2,2.5,1320,1157,2.0,0,0,3,8,990,330,2014,0,98107,47.6689,-122.363,1550,1519 +3304300210,20150327T000000,572000.0,4,2.75,2700,7992,2.0,0,0,3,9,2700,0,2012,0,98059,47.4831,-122.135,2840,7992 +9826700930,20140722T000000,459000.0,2,2.0,1480,804,3.0,0,0,3,8,1480,0,2008,0,98122,47.602,-122.308,1380,1751 +9385200042,20150318T000000,529500.0,3,2.25,1410,905,3.0,0,0,3,9,1410,0,2014,0,98116,47.5818,-122.402,1510,1352 +3876590090,20140909T000000,374500.0,4,2.5,3135,5811,2.0,0,0,3,9,3135,0,2005,0,98092,47.3263,-122.18,3008,5799 +2902200142,20140605T000000,584000.0,3,2.5,1480,1485,2.0,0,0,3,8,1280,200,2007,0,98102,47.6376,-122.326,1470,1277 +8085400401,20150115T000000,1898000.0,4,4.5,4020,9656,2.0,0,0,3,10,4020,0,2007,0,98004,47.6358,-122.207,1960,9520 +2902200237,20140707T000000,505000.0,2,2.25,1060,1209,2.0,0,0,3,8,940,120,2006,0,98102,47.6369,-122.327,1300,1169 +7658600082,20141114T000000,565000.0,2,2.5,1950,2457,3.0,0,0,3,8,1950,0,2009,0,98144,47.5925,-122.302,1650,1639 +6891100330,20150325T000000,799000.0,4,2.75,3340,5677,2.0,0,0,3,9,3340,0,2011,0,98052,47.709,-122.118,3240,5643 +6821102367,20150429T000000,547000.0,3,2.5,1570,1452,2.5,0,0,3,9,1240,330,2007,0,98199,47.648,-122.396,1670,1596 +1900600015,20150227T000000,550000.0,3,2.5,1930,6604,2.0,0,0,3,7,1930,0,2014,0,98166,47.4692,-122.351,910,6604 +1545808120,20140918T000000,250000.0,3,2.0,1590,8100,1.0,0,0,3,7,1060,530,1996,0,98038,47.3611,-122.047,1590,8100 +2126059294,20150105T000000,960000.0,4,4.5,3720,7746,2.0,0,0,3,10,3720,0,2014,0,98034,47.7323,-122.165,3080,11067 +1370800515,20141030T000000,2950000.0,4,4.25,4470,5884,2.0,0,1,3,11,3230,1240,2010,0,98199,47.6387,-122.405,2570,6000 +3319500334,20150327T000000,441000.0,2,1.0,1290,1289,2.0,0,0,3,7,1030,260,2005,0,98144,47.6006,-122.305,1290,1332 +301400940,20150407T000000,265000.0,3,2.25,1489,2800,2.0,0,0,3,7,1489,0,2012,0,98002,47.3454,-122.214,1584,2800 +2722069077,20150409T000000,430000.0,3,2.5,2075,39553,1.0,0,0,3,7,2075,0,2012,0,98038,47.3601,-122.032,1960,9047 +8943600720,20140617T000000,286800.0,3,2.5,1413,3600,2.0,0,0,3,8,1413,0,2011,0,98031,47.4222,-122.193,2150,3869 +7660100236,20150416T000000,375000.0,3,2.5,1300,1362,2.0,0,0,3,8,880,420,2008,0,98144,47.5893,-122.317,1300,1251 +1773100921,20141215T000000,312500.0,3,3.25,1480,983,2.0,0,0,3,8,1180,300,2013,0,98106,47.5555,-122.363,1330,1062 +8679200100,20150107T000000,850000.0,4,2.75,3320,5559,2.0,0,0,3,9,3320,0,2012,0,98075,47.5607,-122.031,3400,6854 +3654200039,20150325T000000,390500.0,3,2.25,1530,1279,2.0,0,0,3,7,1116,414,2007,0,98177,47.7035,-122.357,1320,1427 +2771602428,20141029T000000,455000.0,3,2.5,1180,932,3.0,0,0,3,8,1180,0,2010,0,98119,47.638,-122.375,1180,2632 +1225039067,20150406T000000,455000.0,2,2.0,1190,1303,2.0,0,0,3,8,800,390,2009,0,98107,47.6675,-122.368,1670,2425 +625049359,20141203T000000,515000.0,3,2.25,1300,1180,3.0,0,0,3,8,1300,0,2008,0,98103,47.6871,-122.339,1300,1174 +3278606050,20150401T000000,362500.0,3,3.5,1710,2212,2.0,0,0,3,7,1400,310,2013,0,98126,47.5459,-122.368,1580,2212 +5112800291,20140924T000000,460000.0,3,2.5,2390,47480,2.0,0,0,3,9,2390,0,2007,0,98058,47.4517,-122.084,1720,44866 +7853360300,20140904T000000,540000.0,4,3.5,3510,6005,2.0,0,0,3,8,2750,760,2010,0,98065,47.5168,-121.87,3090,5866 +6056111063,20140731T000000,230000.0,3,1.75,1140,1165,2.0,0,0,3,8,1140,0,2014,0,98108,47.5638,-122.295,1150,1552 +2767704649,20140929T000000,425000.0,2,2.5,1320,1329,2.0,0,0,3,8,1180,140,2007,0,98107,47.6728,-122.374,1490,5000 +7683800205,20140519T000000,298450.0,5,3.0,2100,9752,1.0,0,0,3,8,1200,900,2007,0,98003,47.3341,-122.304,1270,10200 +9406530150,20141222T000000,344000.0,4,2.5,2400,4848,2.0,0,0,3,8,2400,0,2004,0,98038,47.3626,-122.04,1980,5199 +2979800409,20140505T000000,416286.0,3,2.5,1408,989,3.0,0,0,3,8,1408,0,2005,0,98115,47.6856,-122.315,1408,1342 +1085622540,20150223T000000,379500.0,4,2.5,2560,5102,2.0,0,0,3,8,2560,0,2013,0,98092,47.3404,-122.181,2586,5059 +4310701421,20140617T000000,350000.0,2,2.5,1260,1347,3.0,0,0,3,8,1260,0,2005,0,98103,47.6994,-122.341,1260,1356 +2895800770,20150408T000000,258800.0,2,1.75,1290,1624,2.0,0,0,3,8,1290,0,2014,0,98106,47.5171,-122.347,1410,1963 +3034200067,20141218T000000,620000.0,4,2.5,2730,9260,2.0,0,0,3,8,2730,0,2008,0,98133,47.7222,-122.331,2730,7357 +3438501320,20140502T000000,295000.0,2,2.5,1630,1368,2.0,0,0,3,7,1280,350,2009,0,98106,47.5489,-122.363,1590,2306 +8691450120,20150227T000000,908990.0,4,2.75,3530,6844,2.0,0,0,3,10,3530,0,2014,0,98075,47.5975,-121.985,3530,10038 +6306810110,20141117T000000,485230.0,4,2.5,2714,12558,2.0,0,0,3,9,2714,0,2014,0,98031,47.3522,-122.201,2873,8269 +3629990110,20140611T000000,475000.0,3,2.25,1630,2520,2.0,0,0,3,7,1630,0,2005,0,98029,47.5493,-121.998,1630,3131 +715010110,20140804T000000,1240420.0,5,3.25,5790,13726,2.0,0,3,3,10,4430,1360,2014,0,98006,47.5388,-122.114,5790,13726 +3629700090,20140819T000000,635000.0,3,3.0,2230,1407,2.5,0,0,3,8,1850,380,2013,0,98027,47.5446,-122.017,2290,1407 +3277801411,20141105T000000,350000.0,3,2.5,1380,1590,2.0,0,0,3,9,1160,220,2012,0,98126,47.5444,-122.375,1380,1590 +8822901175,20141229T000000,345000.0,3,3.5,1320,1161,3.0,0,0,3,8,1320,0,2010,0,98125,47.7162,-122.294,1320,1161 +6926700654,20140921T000000,700000.0,2,2.0,1490,713,3.0,0,0,3,9,1490,0,2014,0,98109,47.6356,-122.346,1490,1110 +2768301482,20140821T000000,490000.0,3,2.25,1280,1520,2.0,0,0,3,8,1080,200,2008,0,98107,47.6651,-122.368,1280,1681 +8895800110,20140805T000000,1299890.0,5,4.0,3870,5929,2.0,0,0,3,10,3870,0,2014,0,98052,47.6965,-122.134,3600,5625 +3879900750,20140910T000000,579000.0,2,2.5,1280,1051,2.0,0,0,3,8,1080,200,2009,0,98119,47.6273,-122.359,1580,1279 +7234600820,20150327T000000,552500.0,3,1.5,1300,1435,2.0,0,0,3,8,1120,180,2007,0,98122,47.6114,-122.31,1320,1652 +1946000100,20150204T000000,467000.0,4,2.75,2170,5024,2.0,0,0,3,8,2170,0,2012,0,98059,47.495,-122.145,2460,5024 +8943600870,20141113T000000,305000.0,4,2.25,1763,3717,2.0,0,0,3,8,1763,0,2012,0,98031,47.4213,-122.194,1763,3666 +6145600557,20140509T000000,212000.0,2,1.5,1020,1525,2.0,0,0,3,7,1020,0,2004,0,98133,47.704,-122.347,1020,3844 +7203140180,20140821T000000,429000.0,4,2.5,1840,4593,2.0,0,0,3,7,1840,0,2010,0,98053,47.6866,-122.013,1740,3600 +3277801592,20140925T000000,479950.0,3,2.0,1820,1358,3.0,0,0,3,9,1820,0,2014,0,98126,47.5433,-122.376,1710,1367 +461003835,20141218T000000,825000.0,3,3.5,2670,3000,2.0,0,0,3,9,1870,800,2014,0,98117,47.6813,-122.372,1750,5000 +424069279,20150328T000000,1180000.0,6,6.5,6260,10955,2.0,0,0,3,11,4840,1420,2007,0,98075,47.5947,-122.039,2710,12550 +1760651000,20140613T000000,250000.0,3,2.25,1400,3814,2.0,0,0,3,7,1400,0,2012,0,98042,47.3584,-122.083,1610,3814 +3057000070,20141027T000000,289000.0,2,1.5,1160,2158,2.0,0,0,3,7,1160,0,1982,0,98034,47.7178,-122.19,1150,2158 +2895810200,20141002T000000,265000.0,3,2.5,1400,3368,2.0,0,0,3,7,1400,0,2013,0,98146,47.5134,-122.342,1400,4316 +2325300060,20140515T000000,344000.0,3,2.5,1232,1130,3.0,0,0,3,7,1232,0,2007,0,98125,47.7185,-122.317,1232,1202 +9151600055,20140709T000000,749000.0,4,2.75,2700,6000,2.0,0,0,4,8,2100,600,1910,0,98116,47.586,-122.383,2050,5400 +7853321260,20140908T000000,492000.0,4,2.5,2550,6382,2.0,0,0,3,7,2550,0,2007,0,98065,47.5202,-121.87,2430,5900 +4219610320,20150119T000000,552500.0,4,2.5,3260,6902,2.0,0,0,3,8,3260,0,2008,0,98059,47.4829,-122.156,3130,6588 +2902200016,20141112T000000,653500.0,2,2.5,1680,1240,2.0,0,0,3,8,1120,560,2014,0,98102,47.6372,-122.324,2060,3630 +7518507055,20150402T000000,855000.0,4,3.25,2630,2550,2.0,0,0,3,10,2030,600,2006,0,98117,47.6775,-122.385,1810,2600 +7502700060,20141119T000000,333000.0,3,1.5,1260,5758,2.0,0,0,3,7,1260,0,1999,0,98006,47.5524,-122.139,3090,10142 +3448740160,20140611T000000,415000.0,4,2.5,2550,4500,2.0,0,0,3,7,2550,0,2009,0,98059,47.4916,-122.153,2340,4526 +179001455,20141107T000000,445000.0,4,3.25,3450,5000,2.0,0,0,3,8,3450,0,2008,0,98178,47.4925,-122.273,1420,5000 +8669160270,20140710T000000,273500.0,3,2.5,1550,3402,2.0,0,0,3,7,1550,0,2009,0,98002,47.3523,-122.212,2095,3402 +4215270070,20140606T000000,969990.0,4,2.5,4150,8436,2.0,0,0,3,10,4150,0,2014,0,98075,47.5802,-122.039,4070,8438 +170000060,20141008T000000,1200000.0,5,3.5,3900,4400,2.0,0,0,3,9,2650,1250,2014,0,98107,47.6607,-122.362,1190,4400 +7410200431,20140806T000000,430000.0,3,3.25,1550,1444,3.0,0,0,3,8,1550,0,2006,0,98115,47.6767,-122.291,1550,1444 +6600060140,20150323T000000,392000.0,4,2.5,2130,4000,2.0,0,0,3,8,2130,0,2014,0,98146,47.5108,-122.362,1830,7217 +2324059314,20140702T000000,795000.0,4,2.5,2890,7798,2.0,0,0,3,9,2890,0,2005,0,98006,47.5456,-122.129,3300,30950 +9376301111,20140630T000000,457000.0,3,2.5,1220,1330,2.0,0,0,3,8,1010,210,2008,0,98117,47.6904,-122.37,1360,3750 +8956200560,20150320T000000,453000.0,4,2.5,2502,8306,2.0,0,0,3,9,2502,0,2013,0,98001,47.2953,-122.265,2597,6983 +6749700002,20140509T000000,376000.0,3,2.0,1340,1384,3.0,0,0,3,8,1340,0,2008,0,98103,47.6973,-122.35,1110,1384 +1438000390,20140804T000000,469995.0,4,2.5,2350,3800,2.0,0,0,3,8,2350,0,2014,0,98059,47.4783,-122.123,2670,4180 +8682301600,20150504T000000,540000.0,3,2.5,1810,3930,2.0,0,0,3,8,1810,0,2008,0,98053,47.7169,-122.02,1560,5100 +7853361370,20140502T000000,555000.0,4,2.5,3310,6500,2.0,0,0,3,8,3310,0,2012,0,98065,47.515,-121.87,2380,5000 +3333001997,20140725T000000,445000.0,3,2.0,1620,5101,1.0,0,0,3,7,590,1030,2006,0,98118,47.5448,-122.288,1700,7750 +7899800857,20141215T000000,256950.0,2,2.0,1070,635,2.0,0,0,3,9,720,350,2008,0,98106,47.5212,-122.357,1070,928 +7338220370,20141006T000000,297000.0,4,2.5,2230,4952,2.0,0,0,3,8,2230,0,2011,0,98002,47.3363,-122.211,2030,3721 +9406530160,20141017T000000,320000.0,4,2.5,1970,4558,2.0,0,0,3,8,1970,0,2005,0,98038,47.3627,-122.04,1980,5123 +7853280370,20141114T000000,805000.0,5,4.5,4600,7810,2.0,0,0,3,9,3200,1400,2006,0,98065,47.5381,-121.86,4480,6324 +2937300520,20140801T000000,799990.0,4,2.75,3110,6050,2.0,0,0,3,9,3110,0,2014,0,98052,47.705,-122.126,3590,6054 +2738640310,20150409T000000,680000.0,4,2.5,3490,3677,2.0,0,0,3,9,2850,640,2007,0,98072,47.774,-122.162,3440,3600 +6056100312,20140624T000000,395000.0,3,2.5,1600,1936,2.0,0,0,3,7,1600,0,2007,0,98108,47.5629,-122.297,1600,1936 +2856100260,20141202T000000,732000.0,3,2.5,1960,3060,2.0,0,0,3,8,1960,0,2010,0,98117,47.6764,-122.389,1220,3060 +2724049222,20140802T000000,163800.0,2,2.5,1000,1092,2.0,0,0,3,7,990,10,2004,0,98118,47.5419,-122.271,1330,1466 +2724049222,20141201T000000,220000.0,2,2.5,1000,1092,2.0,0,0,3,7,990,10,2004,0,98118,47.5419,-122.271,1330,1466 +6149700197,20141106T000000,308625.0,2,2.0,1500,1408,3.0,0,0,3,7,1500,0,1999,0,98133,47.7293,-122.343,1500,1245 +3166900200,20150331T000000,375000.0,3,2.5,2424,5931,2.0,0,0,3,9,2424,0,2014,0,98042,47.3515,-122.134,2424,6036 +5137800030,20140701T000000,300000.0,4,2.5,2303,3826,2.0,0,0,3,8,2303,0,2006,0,98092,47.3258,-122.165,2516,4500 +3832080070,20140616T000000,284000.0,3,2.5,1880,6008,2.0,0,0,3,7,1880,0,2009,0,98042,47.3366,-122.052,2180,5185 +9828702336,20150220T000000,610000.0,2,2.0,1210,740,2.0,0,0,3,8,780,430,2014,0,98112,47.6206,-122.3,1480,1171 +7203180370,20150324T000000,955000.0,4,3.25,3720,6765,2.0,0,0,3,9,3720,0,2012,0,98053,47.688,-122.018,3100,6790 +3901100030,20140627T000000,982000.0,4,2.75,3610,8580,2.0,0,0,3,9,3610,0,2014,0,98033,47.6706,-122.173,2360,8580 +3126049500,20140522T000000,359000.0,3,1.5,1360,885,3.0,0,0,3,8,1360,0,2008,0,98103,47.6961,-122.349,1360,1167 +6666830390,20140718T000000,779380.0,5,2.5,2590,7084,2.0,0,0,3,8,2590,0,2014,0,98052,47.7053,-122.113,3010,4823 +1832100055,20140630T000000,1510000.0,5,3.25,4390,11250,2.0,0,0,3,10,4390,0,2007,0,98040,47.5785,-122.225,2160,9249 +3629700030,20150223T000000,635000.0,3,3.0,2290,1407,2.5,0,0,3,8,1890,400,2014,0,98027,47.5446,-122.017,2230,1407 +3630200960,20140826T000000,1060000.0,4,3.75,3880,9979,2.5,0,0,3,10,3880,0,2007,0,98029,47.5408,-121.992,3130,6112 +7625702431,20140716T000000,389500.0,3,2.5,1350,874,3.0,0,0,3,8,1270,80,2006,0,98136,47.549,-122.387,1350,886 +2895800390,20140807T000000,359800.0,5,2.5,2170,2752,2.0,0,0,3,8,2170,0,2014,0,98106,47.5165,-122.346,1800,2752 +3753000030,20140527T000000,399950.0,3,3.0,1296,1051,3.0,0,0,3,8,1296,0,2009,0,98125,47.7175,-122.284,1520,1939 +1773100926,20140603T000000,320000.0,3,3.25,1530,1602,2.0,0,0,3,8,1140,390,2013,0,98106,47.5555,-122.362,1450,1198 +301400320,20140725T000000,255900.0,3,2.5,1489,3266,2.0,0,0,3,7,1489,0,2014,0,98002,47.3452,-122.217,1537,3273 +6600060160,20150209T000000,380000.0,4,2.5,2130,4467,2.0,0,0,3,8,2130,0,2014,0,98146,47.5108,-122.363,1830,8160 +1861100267,20140918T000000,580000.0,3,2.75,1430,1521,2.0,0,0,3,9,1130,300,2009,0,98119,47.6353,-122.371,1930,2700 +3438500036,20150429T000000,545000.0,5,3.75,2380,7268,1.0,0,0,3,8,1430,950,2008,0,98106,47.5571,-122.357,2040,10810 +3869900036,20140725T000000,451300.0,3,2.5,1420,814,2.0,0,0,3,8,1140,280,2008,0,98136,47.5429,-122.387,1340,1382 +1042700270,20140616T000000,852880.0,4,3.25,3450,6184,2.0,0,0,3,9,3450,0,2014,0,98074,47.6072,-122.054,3020,5369 +6817750340,20140919T000000,305000.0,4,2.5,1914,3150,2.0,0,0,3,8,1914,0,2009,0,98055,47.43,-122.188,1714,3164 +3448001412,20150430T000000,295000.0,2,1.5,988,1080,3.0,0,0,3,7,988,0,2007,0,98125,47.7123,-122.301,1128,1080 +301400800,20141016T000000,261000.0,3,2.25,1584,2800,2.0,0,0,3,7,1584,0,2012,0,98002,47.3451,-122.214,1584,2800 +7852090570,20150317T000000,560000.0,4,2.5,2630,5710,2.0,0,0,3,8,2630,0,2001,0,98065,47.5342,-121.876,2550,5500 +7203180070,20140919T000000,795000.0,4,3.25,3520,5250,2.0,0,0,3,9,3520,0,2012,0,98053,47.6869,-122.019,3220,5781 +5416510200,20140929T000000,384950.0,4,2.5,2380,4913,2.0,0,0,3,8,2380,0,2006,0,98038,47.3607,-122.038,2580,5311 +1931300977,20140508T000000,500000.0,3,1.75,1410,1197,3.0,0,0,3,8,1410,0,2012,0,98103,47.6558,-122.348,1350,2512 +7853390260,20150205T000000,640000.0,4,3.5,3220,5741,2.0,0,0,3,9,3220,0,2013,0,98065,47.5169,-121.886,2960,6534 +9578500810,20141121T000000,418000.0,4,3.25,3266,5969,2.0,0,0,3,8,3266,0,2014,0,98023,47.2975,-122.35,3087,5169 +6844700575,20141010T000000,799000.0,3,2.0,2550,4794,2.0,0,0,3,9,2550,0,2007,0,98115,47.6955,-122.29,1630,5100 +3751601877,20150320T000000,552900.0,4,3.5,3828,18900,2.5,0,0,3,9,3828,0,2014,0,98001,47.2851,-122.277,2120,18900 +3869900136,20141219T000000,539950.0,3,2.25,1670,1596,3.0,0,0,3,8,1670,0,2014,0,98136,47.5402,-122.387,1640,1310 +8956200960,20150120T000000,524225.0,4,2.5,3056,11385,2.0,0,0,3,9,3056,0,2014,0,98001,47.2905,-122.264,2849,8607 +2883200083,20150202T000000,424950.0,2,1.5,1000,1188,3.0,0,0,3,8,1000,0,2005,0,98115,47.6823,-122.327,2300,3500 +2028700570,20141125T000000,560000.0,3,3.25,1530,1786,2.0,0,0,3,8,1200,330,2007,0,98117,47.6783,-122.366,1390,2900 +4188300030,20150429T000000,715000.0,5,3.0,3490,6091,2.0,0,0,3,9,3490,0,2009,0,98011,47.7744,-122.225,2870,5932 +7883603648,20140522T000000,300000.0,5,2.5,2760,6000,2.0,0,0,3,8,2760,0,2006,0,98108,47.5289,-122.321,1360,6000 +3630080030,20150224T000000,405000.0,3,2.5,1440,2163,2.0,0,0,3,7,1440,0,2005,0,98029,47.554,-121.998,1440,2207 +173000036,20141007T000000,327000.0,3,3.0,1370,1001,3.0,0,0,3,8,1370,0,2009,0,98133,47.7302,-122.355,1399,1151 +2862500070,20141209T000000,859950.0,6,4.0,3180,6551,2.0,0,0,3,9,3180,0,2014,0,98074,47.6236,-122.023,3230,7602 +7017200055,20150113T000000,560000.0,4,3.0,2720,7570,2.0,0,0,3,9,2720,0,2008,0,98133,47.7113,-122.349,1770,5705 +3278611610,20140907T000000,379900.0,3,2.5,1800,2792,2.0,0,0,3,8,1800,0,2011,0,98126,47.5442,-122.371,1580,2617 +4305500030,20150501T000000,625000.0,3,2.5,3220,6409,2.0,0,0,3,9,3220,0,2008,0,98059,47.4815,-122.127,3330,6231 +255460240,20150423T000000,398096.0,3,2.5,2370,5321,2.0,0,0,3,8,2370,0,2014,0,98038,47.37,-122.019,2370,4357 +1773100416,20141120T000000,315000.0,3,2.5,1410,1325,2.0,0,0,3,7,1180,230,2007,0,98106,47.5582,-122.363,1270,1282 +2937300560,20141212T000000,939000.0,4,3.5,3640,6049,2.0,0,0,3,9,3640,0,2014,0,98052,47.7049,-122.125,3590,6104 +9510860560,20140725T000000,674000.0,3,2.5,1920,3624,2.0,0,0,3,9,1920,0,2003,0,98052,47.6647,-122.087,1930,3533 +1085621740,20140814T000000,306000.0,4,2.5,2267,3577,2.0,0,0,3,7,2267,0,2014,0,98092,47.3384,-122.18,2056,3577 +4139300135,20140709T000000,2321000.0,5,4.75,5780,17004,2.0,0,0,3,11,4260,1520,2006,0,98040,47.5802,-122.212,3460,10855 +5100400241,20150202T000000,394950.0,2,1.0,1131,1304,3.0,0,0,3,7,1131,0,2011,0,98115,47.6912,-122.313,1131,1992 +2428100070,20140918T000000,914154.0,3,3.5,2940,6431,2.0,0,0,3,10,2940,0,2014,0,98075,47.5818,-122.047,2760,6695 +726059485,20141117T000000,496000.0,3,2.5,2180,4533,2.0,0,0,3,7,2180,0,2010,0,98011,47.754,-122.215,2180,7347 +9834201370,20150417T000000,430100.0,3,2.25,1400,1078,2.0,0,0,3,8,940,460,2009,0,98144,47.5701,-122.288,1420,1230 +8564860270,20140708T000000,449990.0,4,2.5,2680,5539,2.0,0,0,3,8,2680,0,2013,0,98045,47.4759,-121.734,2680,5992 +8564860270,20150330T000000,502000.0,4,2.5,2680,5539,2.0,0,0,3,8,2680,0,2013,0,98045,47.4759,-121.734,2680,5992 +3395071580,20150311T000000,310000.0,3,2.5,1300,3612,2.0,0,0,3,7,1300,0,2005,0,98118,47.5328,-122.282,1390,2943 +3682000060,20150323T000000,349950.0,4,3.5,2796,3520,2.5,0,0,3,8,2796,0,2013,0,98001,47.3427,-122.278,2040,5195 +1646500810,20140919T000000,625000.0,2,1.75,1460,1500,2.0,0,0,3,8,1000,460,2008,0,98103,47.6853,-122.356,1440,4120 +7768800160,20140827T000000,1054710.0,4,3.5,4210,6481,2.0,0,3,3,9,3260,950,2014,0,98075,47.5765,-122.072,3920,5331 +3629980860,20140707T000000,680000.0,4,2.75,2330,3920,2.0,0,0,3,9,2330,0,2005,0,98029,47.5525,-121.99,2410,4063 +629890070,20140515T000000,828950.0,4,3.5,3930,5680,2.0,0,1,3,9,2820,1110,2013,0,98027,47.5528,-122.076,3700,5816 +7299600140,20150403T000000,274950.0,3,2.5,1608,4000,2.0,0,0,3,8,1608,0,2014,0,98092,47.2582,-122.198,2009,4983 +1332700030,20150312T000000,293000.0,2,2.25,1610,1968,2.0,0,0,4,7,1610,0,1979,0,98056,47.5184,-122.196,1950,1968 +3630220140,20140613T000000,795000.0,4,3.5,3200,3250,2.0,0,0,3,9,2670,530,2007,0,98029,47.5515,-122.0,3400,3663 +301400240,20140922T000000,282900.0,4,2.5,1710,3500,2.0,0,0,3,7,1710,0,2014,0,98002,47.3448,-122.217,1710,3500 +1233100710,20150416T000000,909950.0,5,3.75,3050,8972,2.0,0,0,3,9,3050,0,2014,0,98033,47.6819,-122.172,2750,8979 +293070270,20141104T000000,922755.0,4,3.5,3560,4951,2.0,0,0,3,9,3560,0,2014,0,98074,47.6178,-122.055,3540,5500 +3304030140,20150416T000000,424000.0,4,2.5,2650,8685,2.0,0,0,3,9,2650,0,2006,0,98001,47.344,-122.269,2650,7932 +5095401070,20150423T000000,630000.0,3,2.5,3490,12410,2.0,0,0,3,8,2590,900,2009,0,98059,47.4714,-122.071,1740,14448 +6358900070,20141222T000000,810000.0,4,3.25,4140,46173,2.0,0,0,3,9,4140,0,2007,0,98011,47.7647,-122.213,2060,43103 +8141310030,20140730T000000,256703.0,3,2.0,1670,4441,1.0,0,0,3,7,1670,0,2014,0,98022,47.1948,-121.975,1670,4622 +7203140270,20140515T000000,386380.0,3,2.5,1720,3600,2.0,0,0,3,7,1720,0,2010,0,98053,47.6856,-122.013,1720,3600 +8682320320,20140916T000000,485000.0,2,2.0,1510,3961,1.0,0,0,3,8,1510,0,2010,0,98053,47.709,-122.018,1510,3962 +9542840340,20150211T000000,275000.0,3,2.25,1450,4040,2.0,0,0,3,7,1450,0,2010,0,98038,47.3665,-122.022,1610,4040 +3943600140,20150302T000000,370000.0,4,2.5,1812,5026,2.0,0,0,3,8,1812,0,2011,0,98055,47.4513,-122.202,2440,6007 +2902200240,20140610T000000,499950.0,2,2.25,1060,1208,2.0,0,0,3,8,940,120,2005,0,98102,47.6371,-122.327,1300,1169 +3274800505,20150424T000000,502000.0,3,2.5,1600,3073,3.0,0,0,3,8,1600,0,2009,0,98144,47.5934,-122.298,1130,2921 +8080400136,20140620T000000,654000.0,3,3.25,1530,1565,2.0,0,0,3,8,1280,250,2005,0,98122,47.6179,-122.312,1530,1381 +6371000079,20140714T000000,575000.0,4,2.25,2070,1230,3.0,0,0,3,9,1500,570,2013,0,98116,47.5775,-122.41,1569,4802 +5379801920,20150415T000000,500000.0,4,2.5,3630,7482,2.0,0,0,3,10,3630,0,2008,0,98188,47.4565,-122.287,1600,15716 +8562770320,20150114T000000,554000.0,3,2.5,2140,4126,2.0,0,0,3,8,1960,180,2005,0,98027,47.5368,-122.073,2280,2615 +3449000200,20150508T000000,360000.0,4,1.75,2010,12188,1.0,0,0,4,7,1150,860,1960,0,98059,47.5013,-122.147,1720,8475 +255470030,20150429T000000,619990.0,4,2.75,2630,4501,2.0,0,0,3,8,2630,0,2015,0,98028,47.7748,-122.244,2380,4599 +629650030,20150312T000000,317500.0,4,2.5,2233,6025,2.0,0,0,3,7,2233,0,2012,0,98001,47.2599,-122.256,1544,6036 +3574770030,20140828T000000,564950.0,4,2.75,2990,4521,2.0,0,0,3,7,2990,0,2014,0,98028,47.7401,-122.226,2580,7539 +7589700055,20140611T000000,545000.0,2,1.25,1240,2150,2.0,0,0,3,8,1240,0,2014,0,98117,47.6884,-122.374,1340,5289 +3832050570,20150501T000000,333700.0,3,2.5,2230,5050,2.0,0,0,3,7,2230,0,2006,0,98042,47.3359,-122.055,2260,5050 +5167000140,20140711T000000,1480000.0,3,3.25,3700,2264,2.0,0,0,3,11,2280,1420,1998,0,98033,47.6653,-122.205,3930,2567 +9578060370,20150408T000000,530000.0,4,3.0,2290,5105,2.0,0,0,3,8,2290,0,2012,0,98028,47.7727,-122.237,2450,5105 +2767604253,20150413T000000,396000.0,2,1.5,950,865,3.0,0,0,3,8,950,0,2006,0,98107,47.6714,-122.382,1290,1189 +8562780800,20141016T000000,305000.0,2,1.75,1120,758,2.0,0,0,3,7,1120,0,2012,0,98027,47.5325,-122.072,1150,758 +603000926,20140522T000000,380000.0,5,3.5,2420,4670,2.0,0,0,3,7,2420,0,2013,0,98118,47.5241,-122.285,1430,4468 +6817750510,20150303T000000,305000.0,4,2.5,1714,3250,2.0,0,0,3,8,1714,0,2010,0,98055,47.429,-122.189,1714,3250 +423059409,20140928T000000,440000.0,4,2.5,2230,5650,2.0,0,0,3,7,2230,0,2011,0,98056,47.5073,-122.168,1590,7241 +522049074,20140627T000000,459000.0,4,3.0,2530,10000,2.0,0,0,3,7,2530,0,2013,0,98148,47.431,-122.335,1420,9898 +1934800193,20150306T000000,530000.0,3,3.5,1550,1233,2.0,0,0,3,8,1160,390,2005,0,98122,47.6034,-122.309,1490,1539 +847100046,20150416T000000,600000.0,4,2.75,3110,11225,2.0,0,0,3,8,3110,0,2012,0,98059,47.4865,-122.143,2610,8535 +1250200693,20140718T000000,515000.0,3,3.0,2100,2409,2.0,0,0,3,8,1660,440,2008,0,98144,47.5973,-122.298,1900,2400 +7338220200,20150408T000000,275000.0,4,2.5,2150,3721,2.0,0,0,3,8,2150,0,2007,0,98002,47.3363,-122.215,2150,3721 +1982201596,20150112T000000,540000.0,3,1.75,1630,1404,2.0,0,0,3,8,1020,610,2014,0,98107,47.6646,-122.367,1420,1670 +7853270830,20140805T000000,445000.0,3,2.5,2230,7934,2.0,0,0,3,7,2230,0,2005,0,98065,47.5439,-121.88,2310,4818 +9352900200,20150407T000000,285000.0,3,2.5,1320,955,3.0,0,0,3,7,1320,0,2009,0,98106,47.5202,-122.357,1300,1003 +8850000517,20140731T000000,480000.0,3,2.5,1590,1431,2.0,0,0,3,8,1060,530,2010,0,98144,47.5893,-122.309,1620,1548 +3395070560,20150120T000000,440000.0,5,3.25,2610,3642,2.0,0,0,3,8,2080,530,2005,0,98118,47.535,-122.284,1750,3118 +7211400576,20150211T000000,287450.0,3,2.5,1440,2500,2.0,0,0,3,7,1440,0,2008,0,98146,47.5123,-122.358,1440,5000 +5169700132,20150401T000000,507950.0,4,2.5,2630,6283,2.0,0,0,3,9,2630,0,2006,0,98059,47.5079,-122.158,2630,7210 +3204960200,20140619T000000,750000.0,3,3.5,3390,10078,2.0,0,0,3,10,3040,350,2012,0,98056,47.537,-122.185,3290,12332 +8024200681,20140703T000000,425000.0,3,1.5,1400,1022,3.0,0,0,3,8,1400,0,2007,0,98115,47.6989,-122.317,1270,1205 +9358000550,20141202T000000,420000.0,3,3.5,1900,2133,2.0,0,0,3,8,1520,380,2009,0,98126,47.5675,-122.369,1530,3264 +7625702444,20140510T000000,394950.0,3,2.5,1350,1250,3.0,0,0,3,8,1270,80,2006,0,98136,47.5491,-122.387,1350,886 +7853370260,20140711T000000,635000.0,4,3.25,3420,6752,2.0,0,2,3,9,3030,390,2012,0,98065,47.517,-121.876,3010,5172 +522079068,20150506T000000,513000.0,3,2.5,2150,161607,2.0,0,0,3,7,1330,820,1995,0,98038,47.4178,-121.937,2400,207781 +3023000200,20150505T000000,380000.0,4,2.5,2110,5306,2.0,0,0,3,8,2110,0,2012,0,98038,47.356,-122.057,2250,5306 +3758900023,20140521T000000,1130000.0,4,3.25,3810,8519,1.0,0,1,3,10,2680,1130,2007,0,98033,47.699,-122.207,3240,10748 +6204050160,20140608T000000,540000.0,5,3.0,2870,4369,2.0,0,0,3,8,2090,780,2007,0,98011,47.7449,-122.192,2640,4610 +8562780200,20150427T000000,352499.0,2,2.25,1240,705,2.0,0,0,3,7,1150,90,2009,0,98027,47.5321,-122.073,1240,750 +7702600949,20150505T000000,603000.0,4,3.5,3610,6345,2.0,0,0,3,9,2370,1240,2008,0,98058,47.4283,-122.102,3010,29279 +3442000127,20140530T000000,685000.0,4,2.5,2310,5100,2.0,0,0,3,9,2310,0,2013,0,98177,47.7039,-122.36,1260,5100 +255550070,20140626T000000,330675.0,4,3.0,1930,3031,1.0,0,0,3,7,1200,730,2006,0,98019,47.7457,-121.985,1930,2611 +7165700200,20140605T000000,275000.0,3,3.0,1390,1080,2.0,0,0,3,7,1140,250,2006,0,98118,47.5323,-122.281,1450,1081 +8096800270,20140716T000000,259950.0,3,2.5,1578,7340,2.0,0,0,3,7,1578,0,2010,0,98030,47.3771,-122.186,1850,7200 +4046500160,20140729T000000,441000.0,3,2.0,1720,15000,1.0,0,0,3,9,1720,0,2011,0,98014,47.6927,-121.92,1900,15337 +7882600326,20141203T000000,1135000.0,5,3.75,4700,11237,2.0,0,0,3,10,2930,1770,2006,0,98033,47.6624,-122.197,3180,13140 +9122001230,20141205T000000,590000.0,3,3.5,1970,5079,2.0,0,0,3,8,1680,290,2007,0,98144,47.5816,-122.296,1940,6000 +6373000187,20140918T000000,497000.0,3,2.25,1460,1353,2.0,0,0,3,8,1050,410,2012,0,98116,47.5774,-122.412,1690,3776 +7967000200,20141121T000000,345500.0,3,2.5,1930,4000,2.0,0,0,3,8,1930,0,2014,0,98001,47.3518,-122.275,2050,4000 +2902200241,20140623T000000,562500.0,3,2.25,1300,907,2.0,0,0,3,8,1000,300,2006,0,98102,47.6371,-122.327,1300,1169 +291310390,20140904T000000,355000.0,3,2.25,1445,1087,2.0,0,0,3,7,1300,145,2005,0,98027,47.5339,-122.067,1410,1336 +1604601572,20140905T000000,345000.0,2,2.25,860,696,2.0,0,0,3,9,860,0,2009,0,98118,47.5663,-122.29,1100,3000 +259500270,20140505T000000,478000.0,3,2.5,3040,4535,2.0,0,0,3,9,3040,0,2007,0,98056,47.51,-122.185,2670,4666 +3166900270,20150402T000000,391500.0,3,2.5,2424,6143,2.0,0,0,3,9,2424,0,2014,0,98030,47.3512,-122.135,2381,6036 +2926049582,20150412T000000,265000.0,2,1.5,1084,3427,2.0,0,0,3,7,1084,0,1976,0,98125,47.7117,-122.326,1084,6250 +3438503230,20141030T000000,395000.0,3,2.5,2510,5320,2.0,0,0,3,8,2510,0,2005,0,98106,47.5374,-122.357,1820,5736 +2827100075,20140727T000000,286308.0,2,1.5,1220,1036,3.0,0,0,3,7,1220,0,2006,0,98133,47.7348,-122.347,1210,659 +1702900624,20140527T000000,370000.0,2,2.25,1280,835,2.0,0,0,3,7,1080,200,2009,0,98118,47.5592,-122.284,1280,1246 +2856100935,20140923T000000,1079000.0,5,3.5,3740,5610,2.0,0,0,3,9,2860,880,2014,0,98117,47.6764,-122.392,1520,4590 +301401620,20141015T000000,298900.0,3,2.5,1852,4000,2.0,0,0,3,7,1852,0,2014,0,98002,47.3451,-122.209,2475,4000 +3630200520,20150421T000000,775000.0,4,2.5,2580,5787,2.0,0,0,3,9,2580,0,2007,0,98029,47.5416,-121.994,2580,4410 +323079065,20140624T000000,790000.0,4,3.5,3190,31450,2.0,0,0,3,9,3190,0,2010,0,98027,47.501,-121.902,3000,72745 +7172200125,20140827T000000,1050000.0,3,2.5,3400,5119,2.0,0,0,3,8,2300,1100,2014,0,98115,47.6843,-122.305,1740,5969 +3057000400,20140708T000000,249000.0,2,1.5,1090,2686,2.0,0,0,3,7,1090,0,1982,0,98034,47.717,-122.19,1160,2158 +3022900070,20140929T000000,348000.0,3,2.0,2360,6145,1.0,0,0,3,8,2360,0,2011,0,98030,47.3564,-122.198,2304,5880 +9406710060,20141114T000000,358000.0,5,2.5,2460,5604,2.0,0,0,3,8,2460,0,2011,0,98038,47.3658,-122.037,2210,6395 +3353401070,20140625T000000,260000.0,5,2.5,2025,7760,2.0,0,0,3,7,2025,0,2007,0,98001,47.2671,-122.256,1664,9000 +7853280570,20140604T000000,765000.0,4,3.0,4410,5104,2.0,0,0,3,9,3400,1010,2006,0,98065,47.5392,-121.861,4390,5537 +6192410550,20140528T000000,739000.0,3,2.5,2810,5400,2.0,0,0,3,9,2810,0,2005,0,98052,47.7065,-122.118,2870,5400 +8562710520,20140505T000000,890000.0,5,3.5,4490,6000,2.0,0,0,3,10,3200,1290,2006,0,98027,47.5396,-122.073,4530,6000 +1543000060,20140607T000000,462000.0,4,2.5,3070,6432,2.0,0,0,3,9,3070,0,2006,0,98055,47.4487,-122.205,2910,5106 +9536600810,20140708T000000,380000.0,4,2.5,1984,32400,1.0,0,0,3,8,1564,420,1962,0,98198,47.36,-122.318,1390,9152 +5428000070,20150511T000000,770000.0,5,3.5,4750,8234,2.0,0,2,3,10,3350,1400,2013,0,98198,47.3574,-122.318,2160,14496 +2309000060,20140818T000000,641000.0,4,3.25,2760,4104,2.0,0,0,3,8,1900,860,2014,0,98056,47.5286,-122.187,2760,5186 +8043700105,20150417T000000,2300000.0,4,4.0,4360,8175,2.5,1,4,3,10,3940,420,2007,0,98008,47.5724,-122.104,2670,8525 +7792000140,20150504T000000,369000.0,4,2.5,3060,27251,1.5,0,0,3,8,3060,0,2008,0,98022,47.1967,-121.966,1760,27251 +5244801550,20140916T000000,1112000.0,4,3.0,2770,2650,2.0,0,0,3,9,2180,590,2014,0,98109,47.6435,-122.354,1820,2960 +9310300160,20140828T000000,357000.0,5,2.5,2990,9240,2.0,0,0,3,8,2990,0,2015,0,98133,47.7384,-122.348,1970,18110 +6762700376,20141126T000000,650000.0,3,2.75,1540,1251,2.0,0,0,3,8,1230,310,2002,0,98102,47.6298,-122.321,1540,1287 +1972200428,20140625T000000,563500.0,3,2.5,1400,1312,3.5,0,0,3,8,1400,0,2007,0,98103,47.6534,-122.355,1350,1312 +7304301231,20140617T000000,345000.0,3,2.5,1680,2229,2.0,0,0,3,7,1680,0,2007,0,98155,47.7484,-122.322,1230,9300 +9512200140,20140725T000000,479950.0,3,2.0,2260,7163,1.0,0,0,3,9,2260,0,2012,0,98058,47.4593,-122.136,2340,6730 +7853400260,20140513T000000,660000.0,4,3.5,3400,5196,2.0,0,0,3,9,3400,0,2012,0,98065,47.5169,-121.884,3170,5260 +97600140,20140729T000000,800000.0,4,2.5,2930,5000,2.0,0,0,3,9,2760,170,2007,0,98006,47.5424,-122.12,3230,5778 +2822059360,20140724T000000,253101.0,3,2.0,1239,6036,1.0,0,0,3,7,1239,0,2009,0,98030,47.3689,-122.175,2060,5746 +6056110200,20140929T000000,555000.0,3,3.5,2100,2479,2.0,0,0,3,9,1450,650,2011,0,98118,47.562,-122.292,1800,2457 +6300000226,20140626T000000,240000.0,4,1.0,1200,2171,1.5,0,0,3,7,1200,0,1933,0,98133,47.7076,-122.342,1130,1598 +6300000226,20150504T000000,380000.0,4,1.0,1200,2171,1.5,0,0,3,7,1200,0,1933,0,98133,47.7076,-122.342,1130,1598 +9524100196,20141117T000000,239000.0,2,1.5,680,772,2.0,0,0,3,7,680,0,2005,0,98103,47.695,-122.343,690,1059 +3013300685,20150318T000000,760000.0,4,3.25,2690,3995,2.0,0,0,3,9,2060,630,2014,0,98136,47.532,-122.384,1810,4590 +2619950070,20140826T000000,430000.0,4,2.5,2750,7200,2.0,0,0,3,8,2750,0,2011,0,98019,47.7327,-121.966,2750,7200 +7203110240,20140522T000000,660000.0,3,2.5,2450,4332,2.0,0,0,3,8,2450,0,2010,0,98053,47.6942,-122.016,2450,4154 +7694200350,20140820T000000,399963.0,4,2.5,2620,4050,2.0,0,0,3,8,2620,0,2014,0,98146,47.5017,-122.34,2030,3944 +7600136,20140718T000000,411000.0,2,2.0,1130,1148,2.0,0,0,3,9,800,330,2007,0,98122,47.6023,-122.314,1350,1201 +1442880160,20140627T000000,483453.0,4,2.75,2790,5527,2.0,0,0,3,8,2790,0,2014,0,98045,47.4827,-121.773,2620,5509 +3277801580,20141110T000000,469950.0,3,2.0,1820,1357,3.0,0,0,3,9,1820,0,2014,0,98126,47.5432,-122.376,1710,1372 +1442880640,20140715T000000,504058.0,4,2.75,2910,7467,2.0,0,0,3,8,2910,0,2013,0,98045,47.4841,-121.772,2790,7868 +3845101070,20150428T000000,425996.0,4,2.5,2568,5000,2.0,0,0,3,9,2568,0,2014,0,98092,47.2596,-122.194,2547,4500 +6791900260,20140708T000000,760005.0,4,2.75,3090,5859,2.0,0,0,3,9,3090,0,2010,0,98074,47.6057,-122.047,2960,5250 +9828702339,20150420T000000,699999.0,2,2.0,1460,1085,2.0,0,0,3,8,950,510,2014,0,98112,47.6205,-122.299,1580,1202 +2255500125,20140716T000000,749950.0,3,2.5,2010,2263,2.0,0,0,3,8,1340,670,2014,0,98122,47.6088,-122.311,1500,2670 +5541300135,20140708T000000,674600.0,4,2.5,2610,5140,2.0,0,0,3,8,2610,0,2006,0,98103,47.6951,-122.346,1190,5101 +4083306616,20150224T000000,450000.0,2,1.5,960,1000,2.0,0,0,3,8,920,40,2008,0,98103,47.6489,-122.335,1200,1297 +8096800260,20150407T000000,272000.0,3,2.5,1528,7616,2.0,0,0,3,7,1528,0,2011,0,98030,47.3774,-122.186,1850,7340 +2997800024,20140714T000000,450000.0,2,1.5,1310,1264,2.0,0,0,3,8,1120,190,2006,0,98106,47.5772,-122.409,1330,1265 +952005863,20150505T000000,643950.0,3,2.25,1760,2122,3.0,0,0,3,9,1760,0,2015,0,98116,47.5633,-122.385,1420,1618 +7772850060,20141110T000000,290000.0,3,2.5,1420,3542,2.0,0,0,3,8,1310,110,2007,0,98133,47.7731,-122.343,1180,1622 +6130500070,20141008T000000,378000.0,3,2.5,1650,2082,3.0,0,0,3,8,1650,0,2007,0,98133,47.7108,-122.332,1650,1965 +8682300400,20140619T000000,728050.0,3,2.5,2320,6775,1.0,0,0,3,8,2320,0,2008,0,98053,47.7158,-122.016,1680,4750 +8956200990,20150426T000000,499160.0,4,2.5,2628,11466,2.0,0,0,3,9,2628,0,2014,0,98001,47.2904,-122.264,2849,10909 +9532000070,20141201T000000,536000.0,4,2.5,2520,4831,2.0,0,0,3,8,2520,0,2009,0,98072,47.7711,-122.168,2430,3937 +7570050070,20150205T000000,419900.0,5,3.5,2880,5000,2.0,0,0,3,8,2260,620,2012,0,98038,47.3455,-122.023,2590,4800 +946000295,20141210T000000,469000.0,3,2.25,1440,1362,3.0,0,0,3,7,1440,0,2014,0,98117,47.6908,-122.365,1180,2603 +3831250350,20150408T000000,374000.0,3,2.5,2185,6042,2.0,0,0,3,9,2185,0,2009,0,98030,47.3573,-122.202,2297,5876 +6056100160,20140728T000000,182568.0,4,1.5,1500,2106,2.0,0,0,3,7,1500,0,2014,0,98108,47.5669,-122.297,1490,2175 +1402970070,20140626T000000,334888.0,3,2.5,1769,7324,2.0,0,0,3,9,1769,0,2012,0,98092,47.3307,-122.188,2502,6017 +2524059267,20140917T000000,799900.0,4,4.0,3650,18223,2.0,0,3,3,9,3330,320,2013,0,98006,47.5442,-122.116,3220,11022 +8091670030,20140512T000000,383000.0,4,2.5,2160,6223,2.0,0,0,3,8,2160,0,2010,0,98038,47.3494,-122.042,2160,5555 +1825079046,20141218T000000,580000.0,3,2.5,1820,374616,2.0,0,0,3,7,1820,0,1999,0,98014,47.6539,-121.959,1870,220654 +255450390,20140707T000000,351999.0,3,2.5,2370,4200,2.0,0,0,3,8,2370,0,2014,0,98038,47.3706,-122.017,2370,4200 +9301300270,20150223T000000,1325000.0,3,3.0,3180,2758,2.0,0,2,3,11,2240,940,2008,0,98109,47.6377,-122.342,2420,2758 +9347300160,20150125T000000,312000.0,3,2.5,1780,4077,2.0,0,0,3,8,1780,0,2011,0,98038,47.3568,-122.056,1970,4077 +710600070,20140912T000000,674950.0,4,3.5,2650,3127,2.0,0,0,3,8,2230,420,2011,0,98027,47.5381,-122.046,2330,3137 +5556300116,20141229T000000,1105000.0,5,2.75,3300,7560,2.0,0,0,3,10,3300,0,2007,0,98052,47.6467,-122.118,3150,8580 +1324300126,20150313T000000,415000.0,2,2.5,1160,1219,3.0,0,0,3,8,1160,0,2007,0,98107,47.6543,-122.358,1320,2800 +9279700013,20140710T000000,1250000.0,3,3.0,3460,5353,2.0,0,0,3,10,2850,610,2007,0,98116,47.5858,-122.393,2460,6325 +3336500140,20140919T000000,208800.0,3,2.5,1390,2450,2.0,0,0,3,7,1390,0,2009,0,98118,47.5298,-122.269,1390,2450 +2767604212,20141029T000000,452000.0,2,2.5,1260,1131,3.0,0,0,3,8,1260,0,2006,0,98107,47.6715,-122.384,1490,2500 +6719600030,20150422T000000,837000.0,5,2.75,2940,5225,2.0,0,0,3,8,2760,180,2010,0,98052,47.6879,-122.107,3090,6261 +3204930510,20150224T000000,780000.0,5,3.5,3190,4247,2.0,0,0,3,8,2430,760,2013,0,98052,47.7016,-122.103,2580,3989 +7582700075,20141002T000000,1485000.0,4,3.5,3930,6120,2.0,0,0,3,10,3310,620,2007,0,98105,47.6646,-122.28,3390,6120 +191100435,20140926T000000,1600000.0,5,3.75,3570,10125,2.0,0,0,3,10,3570,0,2014,0,98040,47.5639,-122.223,1760,10125 +255450030,20140918T000000,369946.0,3,2.5,2420,4725,2.0,0,0,3,8,2420,0,2014,0,98038,47.371,-122.018,2370,4200 +9476200710,20140608T000000,530000.0,3,2.75,3400,7200,2.0,0,2,3,9,2470,930,2009,0,98056,47.4878,-122.191,1580,8676 +1329300070,20150320T000000,386000.0,4,2.5,2478,6079,2.0,0,0,3,8,2478,0,2012,0,98030,47.3524,-122.175,2279,6079 +357000135,20150218T000000,1900000.0,4,2.5,3070,7830,2.0,0,2,3,11,1970,1100,2009,0,98144,47.593,-122.291,2440,4682 +7203600560,20140911T000000,735000.0,4,3.5,3200,7605,2.0,0,2,3,9,2500,700,2013,0,98198,47.3443,-122.327,2240,4416 +715010140,20141002T000000,1750000.0,5,3.25,5790,12739,2.0,0,3,3,10,4430,1360,2014,0,98006,47.538,-122.114,5790,13928 +3869900138,20150223T000000,489950.0,3,2.25,1590,926,3.0,0,0,3,8,1590,0,2014,0,98136,47.5402,-122.387,1640,1321 +2114700374,20150413T000000,357500.0,3,3.0,1730,1442,2.0,0,0,3,8,1440,290,2008,0,98106,47.5344,-122.348,1370,1524 +9264450550,20140520T000000,329995.0,4,2.5,2303,3680,2.0,0,0,3,8,2303,0,2013,0,98001,47.2599,-122.283,2303,3760 +3862710200,20140925T000000,414000.0,3,2.5,1790,3754,2.0,0,0,3,8,1790,0,2013,0,98065,47.534,-121.841,1800,3393 +291310310,20141210T000000,533500.0,3,3.5,2490,3517,2.0,0,0,3,8,1720,770,2005,0,98027,47.5341,-122.067,1600,2378 +3814900260,20150305T000000,402395.0,4,2.5,2669,5385,2.0,0,0,3,9,2669,0,2014,0,98092,47.3262,-122.165,2669,4645 +8562790710,20150410T000000,725000.0,4,3.25,2610,2552,2.0,0,0,3,10,2160,450,2008,0,98027,47.5322,-122.076,2610,2664 +3425069117,20140828T000000,1275000.0,6,5.25,6160,27490,2.0,0,0,3,11,4040,2120,2007,0,98074,47.6094,-122.023,4225,9100 +2895800640,20140917T000000,239800.0,2,1.75,1290,1493,2.0,0,0,3,8,1290,0,2014,0,98106,47.5171,-122.346,1410,1875 +3438500253,20140904T000000,616950.0,5,3.5,3560,5008,2.0,0,0,3,8,2810,750,2013,0,98106,47.5542,-122.359,2910,5026 +3630200340,20141001T000000,1258000.0,4,3.25,4360,6000,2.0,0,3,3,11,3400,960,2007,0,98027,47.5408,-121.994,4310,6000 +2770601769,20140617T000000,435000.0,3,2.25,1230,1238,2.0,0,0,3,8,1080,150,2009,0,98199,47.6519,-122.384,1230,953 +2225069036,20140815T000000,925000.0,4,3.25,3640,60086,2.0,0,0,3,10,3640,0,2005,0,98074,47.6328,-122.016,2900,51721 +9525600030,20150428T000000,631500.0,2,2.5,1780,2493,3.0,0,0,3,8,1780,0,1981,0,98107,47.6704,-122.358,2050,4400 +993002108,20150330T000000,399995.0,3,1.5,1140,1069,3.0,0,0,3,8,1140,0,2005,0,98103,47.6907,-122.342,1230,1276 +993000327,20140506T000000,369950.0,3,2.0,1270,1320,3.0,0,0,3,8,1270,0,2006,0,98103,47.6937,-122.342,1370,1320 +1523059239,20150423T000000,475000.0,5,3.5,2780,3583,2.0,0,0,3,8,2180,600,2005,0,98059,47.4879,-122.152,2640,3850 +7967000270,20141125T000000,353000.0,4,2.5,1912,5000,2.0,0,0,3,8,1912,0,2012,0,98001,47.3511,-122.275,2020,5000 +7137800310,20150225T000000,329950.0,4,2.5,2300,9690,2.0,0,0,3,8,2300,0,2006,0,98023,47.2793,-122.352,1200,9085 +2211300260,20150313T000000,367000.0,3,2.5,2828,4050,2.0,0,0,3,8,2828,0,2013,0,98030,47.382,-122.197,2513,4507 +8956200070,20140905T000000,447500.0,4,2.5,2425,9017,2.0,0,0,3,9,2425,0,2013,0,98001,47.3003,-122.263,2725,7019 +1257201420,20140709T000000,595000.0,4,3.25,3730,4560,2.0,0,0,3,9,2760,970,2015,0,98103,47.6725,-122.33,1800,4560 +1523300140,20140904T000000,325000.0,1,1.0,730,1942,1.0,0,0,3,7,730,0,2009,0,98144,47.5943,-122.299,1020,2044 +9831200186,20150203T000000,690000.0,2,2.5,1990,1756,3.0,0,0,3,9,1780,210,2005,0,98102,47.6264,-122.323,1955,1438 +7660100238,20141111T000000,329950.0,3,2.5,1300,812,2.0,0,0,3,8,880,420,2008,0,98144,47.5893,-122.317,1300,824 +5381000477,20150128T000000,399500.0,4,2.5,2560,7492,2.0,0,0,3,8,2560,0,2014,0,98188,47.4467,-122.287,1260,11541 +207700180,20150121T000000,555000.0,5,2.5,2450,5047,2.0,0,0,3,8,2450,0,2007,0,98011,47.7724,-122.168,2450,4478 +5288200072,20141001T000000,427000.0,2,1.5,1440,725,2.0,0,0,3,8,1100,340,2011,0,98126,47.5607,-122.378,1440,4255 +9524100322,20141020T000000,375000.0,3,2.25,1140,1557,3.0,0,0,3,8,1140,0,2007,0,98103,47.6947,-122.342,1140,1245 +1732800184,20140508T000000,499000.0,2,1.5,1110,957,2.0,0,0,3,8,930,180,2005,0,98119,47.6319,-122.362,1680,1104 +1425069103,20140718T000000,750000.0,3,2.5,2620,43832,2.0,0,0,3,8,2620,0,2013,0,98053,47.655,-122.009,2620,120686 +8165500790,20141229T000000,336900.0,3,2.5,1690,1200,2.0,0,0,3,8,1410,280,2014,0,98106,47.5388,-122.367,1740,1664 +7658600081,20140919T000000,555000.0,2,2.75,1950,1610,3.0,0,0,3,8,1950,0,2009,0,98144,47.5925,-122.302,910,1745 +1245003268,20141106T000000,1275000.0,4,3.5,3530,8126,2.0,0,0,3,10,3530,0,2007,0,98033,47.6847,-122.2,2660,8126 +8010100220,20141014T000000,999950.0,4,3.5,3310,4684,2.0,0,0,3,9,2290,1020,2014,0,98116,47.579,-122.389,1850,4750 +7974200452,20140625T000000,975000.0,5,3.0,2620,5477,2.0,0,0,3,10,2620,0,2009,0,98115,47.6804,-122.288,1680,5217 +8943600360,20150219T000000,299000.0,3,2.25,1350,3582,2.0,0,0,3,8,1350,0,2010,0,98031,47.4214,-122.191,1940,3860 +3026059361,20150417T000000,479000.0,2,2.5,1741,1439,2.0,0,0,3,8,1446,295,2007,0,98034,47.7043,-122.209,2090,10454 +6130500120,20150417T000000,428000.0,3,2.5,1650,2201,3.0,0,0,3,8,1650,0,2007,0,98133,47.7108,-122.333,1650,1965 +3575305485,20140829T000000,409000.0,3,2.5,1890,6500,2.0,0,0,3,7,1890,0,2012,0,98074,47.6225,-122.058,2340,7500 +666000142,20150326T000000,798500.0,3,3.0,1950,1833,3.0,0,0,3,9,1610,340,2009,0,98004,47.6078,-122.202,2040,2131 +7853280620,20141212T000000,689000.0,4,3.5,4490,5805,2.0,0,0,3,9,3390,1100,2006,0,98065,47.5389,-121.86,4410,6299 +8946390040,20140508T000000,375000.0,6,2.25,3206,5793,2.0,0,0,3,7,3206,0,2012,0,98032,47.369,-122.287,2527,5804 +5416300230,20140717T000000,775000.0,4,3.5,4130,77832,2.0,0,2,3,10,4130,0,2011,0,98042,47.3229,-122.045,4130,87476 +1604730150,20141014T000000,639983.0,5,3.0,2800,5700,2.0,0,0,3,8,2800,0,2014,0,98059,47.4969,-122.145,2910,5349 +8669180150,20150326T000000,300000.0,4,3.0,1984,4419,2.0,0,0,3,7,1984,0,2010,0,98002,47.3514,-122.213,2440,4418 +1081330180,20141222T000000,627000.0,4,2.5,2750,11830,2.0,0,0,3,9,2750,0,2014,0,98059,47.4698,-122.121,2310,11830 +2309710230,20150415T000000,275000.0,3,2.75,1740,5757,1.0,0,0,3,7,1740,0,2010,0,98022,47.1941,-121.979,2380,5647 +2895800610,20140926T000000,352800.0,4,2.25,1800,2752,2.0,0,0,3,8,1800,0,2014,0,98106,47.5167,-122.346,1650,2752 +3362400092,20150312T000000,565000.0,3,2.25,1540,1005,3.0,0,0,3,8,1540,0,2008,0,98103,47.6828,-122.346,1510,1501 +3052700385,20150414T000000,765000.0,4,2.25,2030,2222,2.0,0,0,3,9,1610,420,2015,0,98117,47.679,-122.375,1420,2222 +2738640040,20150409T000000,644000.0,4,2.5,3310,4839,2.0,0,0,3,9,3310,0,2007,0,98072,47.773,-122.161,3240,5280 +8024200674,20150223T000000,461000.0,3,1.5,1270,1416,3.0,0,0,3,8,1270,0,2007,0,98115,47.6988,-122.317,1270,1413 +3353400092,20141223T000000,270500.0,5,2.5,2406,7093,2.0,0,0,3,8,2406,0,2006,0,98001,47.2615,-122.252,1767,7093 +6003500749,20140701T000000,640000.0,2,2.25,1540,965,3.0,0,0,3,9,1540,0,2007,0,98122,47.6181,-122.318,1410,964 +8956200530,20140805T000000,457000.0,4,2.5,2820,6983,2.0,0,0,3,9,2820,0,2013,0,98001,47.2958,-122.265,2597,7222 +133000271,20141201T000000,355000.0,5,2.5,2540,5100,2.0,0,0,3,7,2540,0,2014,0,98168,47.5123,-122.316,1400,9440 +6749700063,20141215T000000,356000.0,2,2.25,1230,989,3.0,0,0,3,8,1230,0,2007,0,98103,47.6975,-122.348,1230,1223 +3278613060,20140805T000000,425000.0,4,2.5,1900,2766,2.0,0,0,3,8,1900,0,2014,0,98106,47.543,-122.368,1900,2604 +7708200880,20140923T000000,562500.0,5,2.75,2920,6327,2.0,0,0,3,8,2920,0,2007,0,98059,47.4935,-122.145,2520,5026 +2767600673,20140701T000000,460000.0,3,2.5,1450,1053,2.0,0,0,3,8,940,510,2008,0,98107,47.6754,-122.374,1410,1080 +7299810040,20150406T000000,790000.0,4,3.0,5370,69848,2.0,0,0,3,10,3500,1870,2005,0,98042,47.3166,-122.046,4443,94403 +993000308,20150318T000000,401000.0,3,2.0,1270,1333,3.0,0,0,3,8,1270,0,2006,0,98103,47.6933,-122.342,1330,1333 +3364900040,20140828T000000,1095000.0,3,2.5,2550,5100,2.0,0,0,3,9,2550,0,2014,0,98115,47.6757,-122.326,1250,4080 +9578090180,20150403T000000,850000.0,4,3.0,3070,7150,2.0,0,0,3,9,3070,0,2007,0,98052,47.7079,-122.107,3200,6984 +9542840120,20140702T000000,274500.0,3,2.25,1450,4050,2.0,0,0,3,7,1450,0,2010,0,98038,47.367,-122.019,1660,3800 +3860900035,20150415T000000,1940000.0,5,3.5,4230,16526,2.0,0,0,3,10,4230,0,2008,0,98004,47.5933,-122.199,3000,12362 +7202300040,20140804T000000,808000.0,4,2.5,3480,6262,2.0,0,0,3,9,3480,0,2003,0,98053,47.6857,-122.045,3490,6629 +1773100972,20140515T000000,312000.0,3,2.25,1490,974,2.0,0,0,3,7,1220,270,2009,0,98106,47.5567,-122.363,1490,1283 +3626039424,20140616T000000,320000.0,3,2.25,1200,1400,3.0,0,0,3,8,1200,0,2005,0,98133,47.7046,-122.357,1370,6552 +3175200220,20150113T000000,410000.0,3,2.5,2150,4332,2.0,0,0,3,8,2150,0,2013,0,98019,47.7373,-121.969,2140,4332 +7852120120,20140620T000000,725000.0,3,3.5,3690,8837,2.0,0,0,3,10,3690,0,2001,0,98065,47.5402,-121.876,3690,9585 +7813500040,20141015T000000,335000.0,4,2.5,1900,3301,2.0,0,0,3,7,1900,0,2007,0,98178,47.489,-122.249,1960,3379 +7242800040,20150120T000000,519990.0,4,3.25,1690,1321,2.0,0,0,3,8,1320,370,2014,0,98052,47.678,-122.117,3080,4558 +1442880650,20140610T000000,533112.0,4,2.75,2790,8853,2.0,0,0,3,8,2790,0,2013,0,98045,47.4842,-121.772,2790,8092 +3355400242,20141028T000000,274900.0,3,2.0,1936,6612,2.0,0,0,3,7,1936,0,2014,0,98001,47.2602,-122.246,1620,21600 +8562780540,20141222T000000,325000.0,2,2.25,1150,711,2.0,0,0,3,7,1150,0,2013,0,98027,47.5323,-122.07,1150,748 +923049203,20140529T000000,350000.0,4,2.5,2040,22653,2.0,0,0,3,7,2040,0,2011,0,98168,47.4991,-122.299,2020,20502 +3578600141,20140923T000000,550000.0,4,2.5,2470,7539,2.0,0,0,3,9,2470,0,2006,0,98028,47.7407,-122.226,2580,7539 +53500450,20150309T000000,311850.0,4,2.5,1890,4158,2.0,0,0,3,8,1890,0,2014,0,98042,47.343,-122.056,2720,4549 +1934800180,20150210T000000,526000.0,3,2.5,1626,1583,2.5,0,0,3,8,1419,207,2007,0,98122,47.6031,-122.309,1400,1583 +3023000210,20141001T000000,375000.0,4,2.5,2250,5306,2.0,0,0,3,8,2250,0,2012,0,98038,47.356,-122.057,2250,5306 +1773100967,20150223T000000,299999.0,3,2.25,1350,1234,2.0,0,0,3,7,1160,190,2007,0,98106,47.5565,-122.363,1420,1234 +2767704777,20140919T000000,436000.0,3,2.5,1460,1238,2.0,0,0,3,8,1200,260,2008,0,98107,47.6719,-122.374,1280,1257 +1085621960,20141212T000000,303000.0,3,2.5,2056,3564,2.0,0,0,3,7,2056,0,2014,0,98092,47.338,-122.181,2056,3577 +2771602174,20140701T000000,525000.0,2,2.5,1160,1458,2.0,0,0,3,8,1040,120,2012,0,98119,47.6384,-122.373,1650,2311 +6762700452,20140613T000000,575000.0,3,3.0,1384,1287,2.0,0,0,3,8,1144,240,2006,0,98102,47.6295,-122.32,1570,1288 +5695000142,20141024T000000,420000.0,2,1.5,1100,1107,3.0,0,0,3,8,1100,0,2008,0,98103,47.6584,-122.35,1110,2750 +9578140180,20140611T000000,329950.0,3,2.5,2456,7566,2.0,0,0,3,8,2456,0,2012,0,98023,47.297,-122.351,2478,7212 +2124069115,20141021T000000,1830000.0,4,4.25,4500,215186,2.0,0,3,3,11,2630,1870,2009,0,98029,47.559,-122.045,3030,25447 +3864000120,20150408T000000,1175000.0,4,3.25,3780,10099,1.0,0,1,3,11,2240,1540,2006,0,98006,47.5508,-122.192,3120,10669 +2768200212,20140911T000000,499950.0,2,2.5,1320,1157,2.0,0,0,3,8,990,330,2014,0,98107,47.6689,-122.363,1550,1519 +7852070210,20140527T000000,1149000.0,4,3.0,5940,11533,2.0,0,4,3,11,4950,990,2004,0,98065,47.5443,-121.87,4240,12813 +7853361210,20150218T000000,400000.0,3,2.0,1650,5027,1.5,0,0,3,7,1650,0,2009,0,98065,47.515,-121.874,2430,6000 +8141310040,20140627T000000,246950.0,3,3.0,1670,4440,1.0,0,0,3,7,1670,0,2014,0,98022,47.1948,-121.975,1670,4622 +6852700097,20140806T000000,630000.0,3,3.25,1610,1275,2.0,0,0,3,8,1220,390,2005,0,98102,47.6236,-122.318,1750,3000 +7708210040,20140912T000000,561000.0,5,2.75,3370,10315,2.0,0,0,3,9,3370,0,2006,0,98059,47.4893,-122.146,3010,8296 +53500760,20141208T000000,287000.0,4,2.5,2660,4082,2.0,0,0,3,7,2660,0,2010,0,98042,47.3414,-122.055,2390,4876 +3528900771,20150331T000000,600000.0,3,3.25,1690,1473,2.0,0,0,3,8,1380,310,2008,0,98109,47.6397,-122.345,1670,2594 +9126100813,20140828T000000,490000.0,3,2.25,1620,1062,3.0,0,0,3,8,1620,0,2014,0,98122,47.6051,-122.304,1560,1728 +3679400503,20150330T000000,330000.0,3,1.75,1300,958,2.0,0,0,3,7,840,460,2011,0,98108,47.5677,-122.314,1340,1254 +1760650210,20141201T000000,286950.0,4,2.5,1610,4052,2.0,0,0,3,7,1610,0,2013,0,98042,47.3603,-122.081,2110,4034 +2652501565,20150423T000000,1550000.0,3,3.25,3530,4920,2.0,0,0,3,9,2660,870,2015,0,98109,47.641,-122.357,1900,4200 +1237500577,20150212T000000,880000.0,4,2.5,3550,8618,2.0,0,0,3,10,3550,0,2007,0,98052,47.6776,-122.161,1310,9746 +6382500084,20141013T000000,577450.0,3,3.0,1730,1755,3.0,0,0,3,8,1730,0,2014,0,98117,47.6944,-122.377,1830,1804 +3023000410,20150430T000000,405000.0,5,2.75,2400,4900,2.0,0,0,3,8,2400,0,2011,0,98038,47.355,-122.057,2110,5696 +2767601752,20140707T000000,510000.0,3,2.5,1420,1237,3.0,0,0,3,8,1420,0,2014,0,98107,47.674,-122.387,1510,2501 +2771604196,20140812T000000,465000.0,2,1.5,1220,1120,2.5,0,0,3,8,1110,110,2008,0,98199,47.6374,-122.388,2010,3175 +1778500620,20140707T000000,1300000.0,4,2.25,2360,4000,2.0,0,0,3,9,2360,0,2013,0,98112,47.6198,-122.289,3040,4400 +1823059241,20150408T000000,609000.0,4,3.5,3990,11270,2.0,0,3,3,9,2930,1060,2007,0,98055,47.488,-122.225,1980,11328 +9267200062,20140911T000000,336000.0,3,2.5,1260,1211,3.0,0,0,3,8,1260,0,2004,0,98103,47.6969,-122.343,1270,1211 +3278606110,20150108T000000,375000.0,3,2.5,1580,2407,2.0,0,0,3,8,1580,0,2013,0,98126,47.5455,-122.368,1580,2212 +1657530180,20141204T000000,294500.0,3,2.5,1760,2688,2.0,0,0,3,7,1760,0,2005,0,98059,47.4903,-122.166,1760,2329 +2754700035,20141125T000000,925000.0,5,3.5,3420,4216,2.0,0,0,3,9,2520,900,2008,0,98115,47.6799,-122.304,1420,4500 +2568200120,20141215T000000,730000.0,5,2.75,2870,6593,2.0,0,0,3,9,2870,0,2006,0,98052,47.7075,-122.102,3150,6593 +6601200040,20140919T000000,280000.0,4,2.5,1934,5677,2.0,0,0,3,8,1934,0,2013,0,98001,47.2602,-122.252,1919,5049 +2767601750,20140815T000000,500000.0,3,1.5,1220,962,3.0,0,0,3,8,1220,0,2014,0,98107,47.674,-122.387,1510,2501 +7853350220,20150324T000000,605000.0,3,2.75,2450,5750,2.0,0,0,3,9,2450,0,2013,0,98065,47.5439,-121.862,3200,8036 +6163900628,20140516T000000,379950.0,3,3.25,1860,1787,3.0,0,0,3,8,1860,0,2007,0,98155,47.7563,-122.316,1830,1787 +1689401526,20150323T000000,605000.0,3,2.5,1500,1119,3.0,0,2,3,7,1110,390,2008,0,98109,47.6327,-122.346,1500,1057 +8725950360,20150501T000000,720000.0,2,1.75,1570,1108,3.0,0,0,3,9,1570,0,2007,0,98004,47.6215,-122.2,1940,1160 +9826700697,20141103T000000,549900.0,3,2.0,1280,960,2.0,0,0,3,9,1040,240,2014,0,98122,47.602,-122.311,1280,1173 +9578500180,20150121T000000,427000.0,3,2.5,3192,5653,2.0,0,0,3,8,3192,0,2014,0,98023,47.2956,-122.35,3000,5134 +9826700707,20141028T000000,492000.0,3,2.5,1690,1479,3.0,0,0,3,8,1420,270,2005,0,98122,47.6022,-122.311,1280,1253 +8138870530,20140505T000000,419190.0,2,2.5,1590,1426,2.0,0,0,3,8,1590,0,2014,0,98029,47.5441,-122.013,1590,1426 +4188300180,20141112T000000,650000.0,3,2.5,2870,7288,2.0,0,0,3,9,2870,0,2012,0,98011,47.7745,-122.225,2870,5998 +5416510530,20141124T000000,379950.0,4,2.5,2580,4818,2.0,0,0,3,8,2580,0,2005,0,98038,47.3607,-122.038,2570,5386 +4181200540,20140728T000000,269800.0,4,2.75,1830,3420,2.0,0,0,3,8,1830,0,2012,0,98198,47.366,-122.308,1813,3420 +2222059154,20140813T000000,407000.0,4,2.5,2927,6000,2.0,0,0,3,7,2927,0,2011,0,98042,47.3737,-122.16,2533,6000 +8032700072,20150415T000000,580000.0,3,1.5,1320,1250,3.0,0,0,3,8,1320,0,2008,0,98103,47.6536,-122.341,1560,1694 +7203140220,20150116T000000,389700.0,3,2.5,1720,3581,2.0,0,0,3,7,1720,0,2011,0,98053,47.6861,-122.013,1720,3600 +1278000210,20150311T000000,110000.0,2,1.0,828,4524,1.0,0,0,3,6,828,0,1968,2007,98001,47.2655,-122.244,828,5402 +6058600220,20140731T000000,230000.0,3,1.5,1040,1264,2.0,0,0,3,9,900,140,2015,0,98144,47.5951,-122.301,1350,3000 +1442880610,20140829T000000,533380.0,4,2.75,2790,6685,2.0,0,0,3,8,2790,0,2014,0,98045,47.4838,-121.773,2790,6444 +3679400484,20140918T000000,295500.0,3,2.5,1410,1332,2.0,0,0,3,7,960,450,2014,0,98108,47.5683,-122.314,1410,1343 +3825310180,20141007T000000,860000.0,4,4.5,4040,8400,2.0,0,0,3,9,3220,820,2006,0,98052,47.7067,-122.131,3940,8400 +3630220180,20140708T000000,812000.0,4,3.5,3370,3634,2.0,0,0,3,9,2750,620,2007,0,98029,47.5519,-122.001,3200,3650 +3336500180,20140605T000000,324500.0,3,2.5,1660,3990,2.0,0,0,3,7,1660,0,2009,0,98118,47.5298,-122.268,1670,4050 +2781270530,20150326T000000,193000.0,2,1.75,910,2550,1.0,0,0,3,6,910,0,2004,0,98038,47.3494,-122.022,1310,2550 +993001563,20140522T000000,355000.0,3,2.25,1280,959,3.0,0,0,3,8,1280,0,2005,0,98103,47.6914,-122.343,1130,1126 +9578060540,20140614T000000,525000.0,4,2.75,2360,4924,2.0,0,0,3,8,2360,0,2008,0,98028,47.7737,-122.235,2360,4670 +2222059052,20150227T000000,370950.0,3,2.5,2529,9653,2.0,0,0,3,7,2529,0,2012,0,98042,47.3738,-122.161,2533,6125 +1239400650,20141107T000000,1242000.0,4,3.5,4700,10183,1.0,0,2,3,11,2660,2040,2002,0,98033,47.6728,-122.189,3770,9000 +8835800450,20150504T000000,950000.0,3,2.5,2780,275033,1.0,0,0,3,10,2780,0,2006,0,98045,47.4496,-121.766,1680,16340 +293070120,20140918T000000,888990.0,4,2.75,3540,5500,2.0,0,0,3,9,3540,0,2014,0,98074,47.6181,-122.056,3540,5500 +1176001117,20150319T000000,705000.0,3,2.5,1580,1321,2.0,0,2,3,8,1080,500,2014,0,98107,47.6688,-122.402,1530,1357 +7889601165,20140826T000000,268000.0,3,2.5,1700,2250,2.0,0,0,3,7,1700,0,2014,0,98168,47.4914,-122.334,1520,4500 +7227801581,20140507T000000,305450.0,3,2.5,1600,3573,2.0,0,0,3,7,1600,0,2013,0,98056,47.507,-122.181,1500,11089 +9895000040,20140703T000000,399900.0,2,1.75,1410,1005,1.5,0,0,3,9,900,510,2011,0,98027,47.5446,-122.018,1440,1188 +9528102993,20141229T000000,495000.0,3,1.5,1580,1228,3.0,0,0,3,8,1580,0,2014,0,98115,47.6765,-122.32,1580,3605 +3746700120,20141104T000000,857326.0,3,3.5,3940,11632,2.0,0,0,3,10,3940,0,2014,0,98166,47.438,-122.344,2015,11632 +745530040,20140911T000000,845950.0,5,2.75,4450,9600,2.0,0,0,3,9,3650,800,2014,0,98011,47.7336,-122.21,4000,9750 +7299600180,20140610T000000,303210.0,4,2.5,2009,5000,2.0,0,0,3,8,2009,0,2014,0,98092,47.2577,-122.198,2009,5182 +2149800278,20141015T000000,343000.0,6,5.0,2732,7655,2.0,0,0,3,7,2732,0,2009,0,98002,47.3045,-122.211,3078,69993 +2517000650,20140716T000000,300000.0,3,2.5,2090,4590,2.0,0,0,3,7,2090,0,2005,0,98042,47.3992,-122.163,2190,4060 +6021503708,20141122T000000,334900.0,2,2.5,980,1013,3.0,0,0,3,8,980,0,2008,0,98117,47.6844,-122.387,980,1023 +8559300120,20150416T000000,477500.0,5,3.5,2815,5619,2.0,0,0,3,9,2815,0,2012,0,98055,47.4299,-122.207,2583,5295 +3305100230,20140618T000000,820000.0,4,2.5,3170,8523,2.0,0,0,3,9,3170,0,2008,0,98033,47.6854,-122.184,3230,8523 +2135200155,20140805T000000,580000.0,5,3.25,3030,7410,2.0,0,0,3,8,2150,880,2014,0,98106,47.553,-122.354,2020,7410 +2919700109,20140722T000000,350000.0,2,2.5,1280,940,2.0,0,0,3,8,1060,220,2006,0,98103,47.6904,-122.364,1290,2900 +8725950220,20150226T000000,910000.0,3,2.5,2030,1160,3.0,0,0,3,9,1970,60,2007,0,98004,47.6213,-122.2,1950,1160 +1776230220,20140626T000000,414000.0,3,2.5,2490,4540,2.5,0,0,3,8,2490,0,2012,0,98059,47.5051,-122.155,2640,3844 +9211010230,20150330T000000,525000.0,3,2.5,3030,4500,2.0,0,0,3,8,3030,0,2009,0,98059,47.4944,-122.15,3030,4501 +1972201772,20150409T000000,650000.0,2,2.5,1470,690,3.0,0,3,3,8,1470,0,2008,0,98103,47.6523,-122.346,1480,1284 +9268851320,20141210T000000,450000.0,3,2.25,1620,997,2.5,0,0,3,8,1540,80,2012,0,98027,47.5394,-122.027,1620,1068 +1424059154,20140516T000000,1270000.0,4,3.0,5520,8313,2.0,0,3,3,9,3570,1950,2008,0,98006,47.5655,-122.129,3770,8278 +626059365,20150412T000000,699000.0,3,3.5,3200,10344,2.0,0,0,3,10,3200,0,2007,0,98011,47.7636,-122.216,2550,20152 +3885802136,20140723T000000,899000.0,4,2.5,2580,3943,2.0,0,0,3,8,2580,0,2013,0,98033,47.6853,-122.21,1700,5772 +7967000150,20140808T000000,353500.0,4,3.0,2050,4000,2.0,0,0,3,8,2050,0,2014,0,98001,47.3523,-122.275,2050,4000 +7853360720,20140908T000000,485000.0,3,2.5,2430,5867,2.0,0,0,3,7,2430,0,2011,0,98065,47.5162,-121.872,2620,5866 +8562790150,20140626T000000,782900.0,4,3.25,3060,3898,2.0,0,0,3,10,2300,760,2014,0,98027,47.5311,-122.073,2920,3448 +1226039124,20150428T000000,529000.0,2,2.0,1540,9714,2.0,0,0,3,8,1540,0,2008,0,98177,47.7628,-122.359,1840,8179 +2767704251,20150416T000000,514700.0,3,3.25,1310,1072,2.0,0,0,3,8,1060,250,2008,0,98107,47.6744,-122.374,1160,1266 +3862710210,20140520T000000,409316.0,3,2.5,1800,3168,2.0,0,0,3,8,1800,0,2014,0,98065,47.5342,-121.841,1800,3393 +255460330,20150506T000000,388598.0,3,2.5,2370,4200,2.0,0,0,3,8,2370,0,2014,0,98038,47.3699,-122.019,2370,4370 +291310610,20150227T000000,415000.0,3,2.25,1445,1512,2.0,0,0,3,7,1300,145,2004,0,98027,47.5341,-122.069,1445,1082 +9126101121,20150407T000000,521500.0,3,2.25,1450,1619,2.0,0,0,3,8,1140,310,2006,0,98122,47.6076,-122.304,1580,3472 +9274200322,20140820T000000,580000.0,3,2.5,1740,1236,3.0,0,2,3,8,1740,0,2008,0,98116,47.5891,-122.387,1740,1280 +6666830230,20140630T000000,882566.0,4,2.5,3560,5265,3.0,0,0,3,8,3560,0,2014,0,98052,47.7047,-122.113,3220,4892 +1604601803,20150408T000000,525000.0,3,2.75,2130,1400,2.0,0,0,3,9,1080,1050,2010,0,98118,47.5661,-122.29,1880,3132 +7702080150,20141201T000000,515000.0,5,2.75,2980,4502,2.0,0,0,3,9,2980,0,2007,0,98028,47.7698,-122.235,2850,4501 +7853400220,20140926T000000,589410.0,3,3.0,2840,7201,2.0,0,0,3,9,2840,0,2014,0,98065,47.5165,-121.883,2540,5260 +3895100039,20150324T000000,757500.0,4,2.5,3420,6845,2.0,0,0,3,9,3420,0,2009,0,98052,47.6777,-122.156,2800,5715 +7697000150,20141002T000000,284000.0,3,2.5,1660,4083,2.0,0,0,3,7,1660,0,2013,0,98038,47.3595,-122.045,1800,4087 +8562780530,20150328T000000,338500.0,2,2.25,1150,711,2.0,0,0,3,7,1150,0,2013,0,98027,47.5323,-122.071,1150,748 +291310180,20140613T000000,379500.0,3,2.25,1410,1287,2.0,0,0,3,7,1290,120,2005,0,98027,47.5344,-122.068,1490,1435 +1972205633,20140723T000000,550000.0,3,2.0,1420,1369,2.5,0,0,3,9,1340,80,2007,0,98109,47.6472,-122.357,1540,2168 +3023000120,20140902T000000,294900.0,3,2.5,1860,5025,2.0,0,0,3,8,1860,0,2010,0,98038,47.3557,-122.059,2000,5550 +7548301056,20140609T000000,345000.0,2,1.5,1340,1210,2.0,0,0,3,8,1120,220,2008,0,98144,47.588,-122.305,1340,1213 +9826701201,20150209T000000,450000.0,2,1.5,1530,1012,2.0,0,0,3,8,1200,330,2005,0,98122,47.602,-122.306,1530,1425 +6300500476,20150415T000000,420000.0,3,2.5,1509,1114,3.0,0,0,3,8,1509,0,2014,0,98133,47.7049,-122.34,1509,2431 +2597490410,20150402T000000,740000.0,3,2.5,2350,3798,2.0,0,0,3,8,2350,0,2013,0,98029,47.543,-122.01,2020,3532 +3448001411,20150220T000000,286000.0,2,1.5,1010,825,3.0,0,0,3,7,1010,0,2007,0,98125,47.7124,-122.301,1128,1080 +745530180,20150317T000000,870000.0,5,3.5,4495,10079,2.0,0,0,3,9,3580,915,2013,0,98011,47.7339,-122.209,4495,10079 +3879900753,20141114T000000,727000.0,3,2.5,1580,991,3.0,0,0,3,9,1580,0,2009,0,98119,47.6276,-122.359,1610,1297 +2781230230,20150204T000000,395000.0,4,3.0,2750,7965,2.0,0,0,3,9,2750,0,2012,0,98038,47.3479,-122.028,2750,6000 +3629990180,20140805T000000,535000.0,4,2.25,1890,3615,2.0,0,0,3,7,1890,0,2005,0,98029,47.5493,-121.999,1630,3280 +9352900222,20141229T000000,255000.0,3,2.25,1320,963,2.0,0,0,3,7,1040,280,2007,0,98106,47.5199,-122.357,1300,1285 +7338220120,20141015T000000,260000.0,4,2.5,2150,3721,2.0,0,0,3,8,2150,0,2006,0,98002,47.3363,-122.217,2150,3721 +325059287,20140910T000000,810000.0,4,2.5,3340,8384,2.0,0,0,3,9,3340,0,2014,0,98052,47.6761,-122.152,1560,9429 +7203140360,20141201T000000,359782.0,3,2.5,1850,3400,2.0,0,0,3,7,1850,0,2010,0,98053,47.6871,-122.014,1850,3400 +6056110150,20150320T000000,500000.0,2,2.5,1950,2162,2.0,0,0,3,9,1500,450,2012,0,98118,47.5622,-122.292,1800,2457 +7203230040,20141027T000000,1049990.0,5,3.25,4240,9588,2.0,0,0,3,9,4240,0,2014,0,98053,47.6901,-122.018,4080,8425 +8121100155,20150225T000000,810000.0,4,3.5,2700,2868,2.0,0,0,3,11,1920,780,2006,0,98118,47.5685,-122.286,1430,3858 +7853370620,20150206T000000,605000.0,5,4.0,3040,6000,2.0,0,0,3,8,2280,760,2011,0,98065,47.5189,-121.876,3070,5558 +6400700264,20150317T000000,730000.0,4,2.5,2460,7930,2.0,0,0,3,8,2460,0,2005,0,98033,47.6684,-122.175,1850,9000 +1760650880,20150317T000000,327000.0,4,2.5,2110,3825,2.0,0,0,3,7,2110,0,2013,0,98042,47.359,-122.082,1950,3825 +567000382,20141110T000000,370000.0,2,1.0,780,1133,2.0,0,0,3,7,780,0,2009,0,98144,47.5924,-122.295,1130,1270 +7852100150,20140625T000000,459000.0,5,3.5,2640,6895,2.0,0,0,3,7,2640,0,2001,0,98065,47.5298,-121.879,2640,5267 +6447300365,20141113T000000,2900000.0,5,4.0,5190,14600,2.0,0,1,3,11,5190,0,2013,0,98039,47.6102,-122.225,3840,19250 +2622059197,20141210T000000,365000.0,4,2.5,2420,8404,2.0,0,0,3,8,2420,0,2013,0,98042,47.372,-122.13,2440,4822 +1389600040,20141226T000000,255000.0,4,2.5,1987,6000,2.0,0,0,3,7,1987,0,2011,0,98001,47.2679,-122.255,1880,9589 +9276200220,20140717T000000,375000.0,1,1.0,720,3166,1.0,0,0,3,6,720,0,1920,0,98116,47.5811,-122.389,1140,6250 +7904700032,20141002T000000,375000.0,2,1.5,1130,912,2.0,0,0,3,8,1000,130,2006,0,98116,47.5638,-122.388,1500,1474 +3744000040,20140722T000000,518380.0,4,2.5,2810,4500,2.0,0,0,3,9,2810,0,2014,0,98038,47.3552,-122.023,2980,5046 +1773100604,20140721T000000,346000.0,3,3.25,1500,1442,2.0,0,0,3,8,1150,350,2007,0,98106,47.5592,-122.362,1500,1533 +9268850360,20150223T000000,302059.0,4,2.0,1390,745,3.0,0,0,3,7,1390,0,2008,0,98027,47.5393,-122.026,1390,942 +7853420450,20140519T000000,575000.0,4,2.5,2500,4945,2.0,0,0,3,9,2500,0,2013,0,98065,47.5185,-121.885,2760,6000 +8956200770,20140723T000000,549950.0,4,3.5,3906,9674,2.0,0,2,3,9,3906,0,2014,0,98001,47.2931,-122.264,2673,6500 +2424059170,20150219T000000,900000.0,5,6.0,7120,40806,2.0,0,4,3,12,5480,1640,2007,0,98006,47.5451,-122.114,3440,36859 +1934800133,20140711T000000,397500.0,3,2.5,1470,1256,2.0,0,0,3,8,930,540,2006,0,98122,47.6033,-122.309,1510,1797 +5556300109,20141121T000000,1075000.0,5,3.5,3230,7560,2.0,0,0,3,10,3230,0,2007,0,98052,47.6467,-122.118,3230,8580 +2326600150,20150422T000000,775900.0,3,2.5,2700,5764,2.0,0,0,3,9,2700,0,2014,0,98075,47.5618,-122.027,3270,14700 +3751600409,20150508T000000,510000.0,4,2.5,4073,17334,2.0,0,0,3,8,4073,0,2008,0,98001,47.2949,-122.27,1780,9625 +3814900210,20140829T000000,471275.0,4,2.5,3361,5038,2.0,0,0,3,9,3361,0,2014,0,98092,47.3269,-122.165,2316,4105 +9542840730,20140911T000000,288000.0,4,2.25,1610,3560,2.0,0,0,3,7,1610,0,2010,0,98038,47.3669,-122.02,1760,3692 +2937300540,20141016T000000,989990.0,4,3.5,3830,7150,2.0,0,0,3,9,3830,0,2014,0,98052,47.7049,-122.126,3640,6055 +7549800543,20140612T000000,300000.0,3,3.25,1470,1235,2.0,0,0,3,7,1180,290,2008,0,98108,47.5537,-122.313,1470,1243 +4058800439,20140623T000000,664950.0,5,3.0,3190,7081,1.0,0,2,3,9,1890,1300,2013,0,98178,47.509,-122.24,2270,7623 +7853430180,20140716T000000,699188.0,4,3.25,3250,5478,2.0,0,0,3,9,3250,0,2014,0,98065,47.5178,-121.887,3250,5482 +982850120,20150303T000000,390000.0,3,2.25,1490,4539,2.0,0,0,3,7,1490,0,2009,0,98028,47.7607,-122.233,1750,4667 +9476010120,20150321T000000,670000.0,5,2.75,2900,5155,2.0,0,0,3,8,2900,0,2008,0,98075,47.5977,-122.008,2900,6176 +5200087,20140709T000000,487000.0,4,2.5,2540,5001,2.0,0,0,3,9,2540,0,2005,0,98108,47.5423,-122.302,2360,6834 +7308600040,20140723T000000,769995.0,5,2.75,3360,12080,2.0,0,0,3,9,3360,0,2014,0,98011,47.7757,-122.173,3360,9724 +1498301048,20140508T000000,321950.0,2,1.25,860,1277,2.0,0,0,3,7,860,0,2007,0,98144,47.5842,-122.314,1280,1265 +2738630040,20150427T000000,613500.0,4,2.5,3020,6068,2.0,0,0,3,9,3020,0,2006,0,98072,47.773,-122.16,3240,5757 +6300500081,20140806T000000,300000.0,3,2.5,1330,1200,3.0,0,0,3,7,1330,0,2002,0,98133,47.7034,-122.344,1330,1206 +3845100620,20141125T000000,400950.0,4,2.5,2578,4554,2.0,0,0,3,9,2578,0,2014,0,98092,47.2603,-122.194,2647,4554 +255450040,20140918T000000,389517.0,4,2.5,2640,4725,2.0,0,0,3,8,2640,0,2014,0,98038,47.371,-122.017,2370,4725 +880000211,20140821T000000,255000.0,3,1.75,1260,1133,2.0,0,0,3,7,810,450,2011,0,98106,47.5261,-122.361,1260,1172 +2163900081,20150220T000000,1080000.0,3,2.5,1990,1891,3.0,0,0,3,9,1990,0,2012,0,98102,47.6271,-122.324,1990,3600 +7853370440,20141121T000000,637850.0,5,3.25,3340,4900,2.0,0,2,3,9,2500,840,2014,0,98065,47.5193,-121.877,3220,5200 +3448900290,20140828T000000,636230.0,4,2.5,2840,6284,2.0,0,0,3,9,2840,0,2013,0,98056,47.5135,-122.169,2790,7168 +263000006,20141216T000000,375000.0,3,2.5,1530,1131,3.0,0,0,3,8,1530,0,2009,0,98103,47.6993,-122.346,1530,1445 +1972200882,20140604T000000,586500.0,3,2.5,1780,1487,3.0,0,0,3,8,1600,180,2006,0,98107,47.6539,-122.351,1780,1300 +7853270630,20150120T000000,544000.0,4,2.5,2340,6973,2.0,0,0,3,8,1930,410,2005,0,98065,47.5451,-121.882,2950,6908 +7852130430,20140806T000000,425000.0,4,2.5,2390,5021,2.0,0,0,3,7,2390,0,2002,0,98065,47.5353,-121.879,2520,5333 +7383450250,20150311T000000,374950.0,4,2.5,2090,3777,2.0,0,0,3,8,2090,0,2012,0,98038,47.3595,-122.042,2160,3993 +3449000010,20150312T000000,294570.0,3,1.0,1140,8400,1.0,0,0,4,7,1140,0,1960,0,98059,47.5022,-122.144,1400,9000 +2690100170,20141013T000000,300000.0,3,2.5,1960,1477,2.0,0,0,3,7,1670,290,2012,0,98059,47.4873,-122.166,1980,1467 +9578500920,20140910T000000,395950.0,5,3.5,2738,6031,2.0,0,0,3,8,2738,0,2014,0,98023,47.2962,-122.35,2738,5201 +8562900430,20140718T000000,800000.0,4,2.5,3691,11088,2.0,0,1,3,8,3691,0,2013,0,98074,47.6122,-122.059,3190,11270 +1442880380,20140730T000000,439990.0,3,2.5,2340,5171,2.0,0,0,3,8,2340,0,2013,0,98045,47.4832,-121.772,2790,5684 +3204930170,20141106T000000,680000.0,4,3.5,2510,3763,2.0,0,0,3,8,1990,520,2013,0,98052,47.7002,-122.103,2560,3820 +4449800480,20150318T000000,677790.0,6,3.0,2800,4213,2.0,0,0,3,8,2800,0,1998,0,98117,47.6892,-122.389,1440,3960 +3862710010,20150501T000000,424950.0,3,2.5,1650,4777,2.0,0,0,3,8,1650,0,2013,0,98065,47.5336,-121.841,1800,3331 +301402280,20150331T000000,223990.0,2,2.25,1061,2884,2.0,0,0,3,7,1061,0,2013,0,98002,47.346,-122.218,1481,2887 +2867300170,20150513T000000,498000.0,4,2.5,3402,14355,2.0,0,0,3,10,2846,556,2014,0,98023,47.3009,-122.385,3402,8487 +5635100080,20141031T000000,359950.0,4,2.5,2542,6120,2.0,0,0,3,8,2542,0,2014,0,98030,47.3751,-122.188,2419,8984 +1624079024,20140515T000000,720000.0,3,2.5,3150,151588,2.0,0,0,3,9,3150,0,2007,0,98024,47.572,-121.926,2410,208652 +9211010840,20141112T000000,530000.0,4,2.5,3010,9000,2.0,0,0,3,8,3010,0,2008,0,98059,47.4987,-122.147,3250,5531 +7697000020,20141007T000000,295000.0,3,2.5,1660,4898,2.0,0,0,3,7,1660,0,2011,0,98038,47.3588,-122.044,1810,4462 +3832050130,20141021T000000,255500.0,3,2.5,1770,5000,2.0,0,0,3,7,1770,0,2009,0,98042,47.3358,-122.051,2230,5200 +3630240020,20140521T000000,556000.0,3,3.0,1960,1168,2.0,0,0,3,9,1600,360,2007,0,98027,47.5445,-122.014,2080,1423 +1389600080,20140710T000000,277950.0,4,2.5,1889,6000,2.0,0,0,3,7,1889,0,2012,0,98001,47.2676,-122.256,1990,6350 +2781230080,20150408T000000,431000.0,4,2.5,3040,6000,2.0,0,0,3,9,3040,0,2007,0,98038,47.3473,-122.03,2640,6000 +7203100660,20141117T000000,780000.0,4,2.75,3420,6787,2.0,0,0,3,9,3420,0,2010,0,98053,47.6962,-122.023,3450,6137 +1806900502,20141014T000000,649000.0,3,3.25,1720,936,2.0,0,0,3,8,1030,690,2004,0,98112,47.6201,-122.309,1720,1527 +3022800010,20140714T000000,447000.0,3,2.5,1740,3043,2.0,0,0,3,7,1740,0,2012,0,98011,47.744,-122.181,1920,2869 +6666830250,20140505T000000,712198.0,4,2.5,2450,4247,2.0,0,0,3,8,2450,0,2013,0,98052,47.7048,-122.113,2970,4685 +7242800020,20140815T000000,277140.0,3,1.5,1190,785,2.0,0,0,3,8,920,270,2014,0,98052,47.6781,-122.117,2820,5626 +2867300190,20140528T000000,363000.0,4,2.5,3753,7204,2.0,0,0,3,10,3336,417,2008,0,98023,47.3011,-122.385,3494,9375 +8564860130,20150202T000000,598992.0,5,3.5,3440,6037,2.0,0,0,3,9,3440,0,2014,0,98045,47.4765,-121.734,3270,6037 +2770603522,20141211T000000,585000.0,3,2.5,2160,1250,3.0,0,0,3,8,1830,330,2010,0,98119,47.6515,-122.375,1870,2825 +9544200422,20140731T000000,1274950.0,4,2.75,3820,8850,2.0,0,0,3,10,3820,0,2014,0,98033,47.6506,-122.195,2330,12000 +4253400104,20150212T000000,380950.0,2,2.0,1120,1039,2.0,0,0,3,7,840,280,2007,0,98144,47.5788,-122.315,1130,5400 +1085622890,20140708T000000,333490.0,4,2.5,2250,3916,2.0,0,0,3,8,2250,0,2014,0,98003,47.3413,-122.18,2156,3920 +9268851630,20140604T000000,520000.0,3,3.25,1540,1487,2.0,0,0,3,8,1540,0,2011,0,98027,47.5397,-122.027,1620,1104 +8562780190,20141007T000000,315000.0,2,2.25,1240,705,2.0,0,0,3,7,1150,90,2009,0,98027,47.5321,-122.073,1240,750 +2767600686,20150331T000000,487000.0,2,1.5,1160,1118,2.0,0,0,3,8,1020,140,2007,0,98117,47.6754,-122.375,1210,1118 +7207900080,20140808T000000,424950.0,5,3.5,2760,3865,2.5,0,0,3,8,2760,0,2013,0,98056,47.5049,-122.17,2590,4587 +2770601457,20150210T000000,542300.0,3,2.25,1580,1487,3.0,0,0,3,9,1580,0,2013,0,98199,47.6514,-122.386,1600,1525 +1773100920,20141211T000000,320000.0,3,3.25,1480,1192,2.0,0,0,3,8,1180,300,2013,0,98106,47.5556,-122.363,1330,1094 +1024069027,20140723T000000,1139990.0,4,3.25,3740,11467,2.0,0,0,3,10,3740,0,2014,0,98029,47.581,-122.022,2510,27520 +7853361310,20141215T000000,425000.0,4,2.5,1950,5000,2.0,0,0,3,8,1950,0,2012,0,98065,47.515,-121.872,2710,5000 +6824100029,20141031T000000,474950.0,3,3.0,1530,1568,3.0,0,0,3,8,1530,0,2012,0,98117,47.6998,-122.367,1460,1224 +255450250,20140804T000000,307635.0,3,2.5,1820,4200,2.0,0,0,3,8,1820,0,2014,0,98038,47.3693,-122.017,2370,4200 +2428100130,20141210T000000,834538.0,3,2.5,2760,6187,2.0,0,0,3,10,2760,0,2014,0,98075,47.5821,-122.047,2760,6600 +1042700050,20140723T000000,769995.0,5,2.75,3010,5398,2.0,0,0,3,9,3010,0,2014,0,98074,47.6067,-122.053,3360,5407 +7853280250,20150424T000000,820875.0,5,3.25,3860,9387,2.0,0,2,3,9,3860,0,2006,0,98065,47.538,-121.858,3860,8979 +7853410170,20150316T000000,595500.0,4,2.5,2490,6537,2.0,0,0,3,8,2490,0,2013,0,98065,47.5185,-121.884,2520,5848 +2708450020,20140912T000000,450000.0,4,2.5,3236,9608,2.0,0,0,3,10,3236,0,2005,0,98030,47.3838,-122.195,3236,9660 +7852140170,20150421T000000,695000.0,4,2.5,2830,14538,2.0,0,0,3,8,2830,0,2003,0,98065,47.5405,-121.882,2270,6939 +1459920010,20150323T000000,300000.0,3,2.0,1451,7159,1.0,0,0,3,7,1451,0,2010,0,98042,47.3754,-122.163,2303,6126 +3438500250,20140623T000000,515000.0,5,3.25,2910,5027,2.0,0,0,3,8,2040,870,2013,0,98106,47.5543,-122.359,2910,5027 +1890000169,20140903T000000,545000.0,3,2.5,1280,1845,3.0,0,0,3,8,1280,0,2009,0,98105,47.662,-122.324,1450,1889 +1250200414,20150218T000000,365000.0,3,2.25,1110,979,2.0,0,0,3,7,960,150,2008,0,98144,47.5999,-122.3,1170,1400 +2564900470,20140714T000000,718500.0,4,2.75,2840,8800,2.0,0,0,3,9,2840,0,2008,0,98033,47.7029,-122.171,1840,7700 +2895800780,20150401T000000,279800.0,3,1.75,1410,2052,2.0,0,0,3,8,1410,0,2014,0,98106,47.5171,-122.347,1410,1988 +6306800050,20140925T000000,486940.0,4,2.5,3250,13360,2.0,0,0,3,9,3250,0,2014,0,98030,47.3524,-122.198,2612,14448 +6928000605,20140626T000000,525000.0,4,2.75,3030,6625,2.0,0,0,3,8,3030,0,2011,0,98059,47.4815,-122.152,3030,9620 +3814900950,20140725T000000,345000.0,4,2.5,1983,6002,2.0,0,0,3,9,1983,0,2012,0,98092,47.3281,-122.164,2502,4750 +8562770080,20141030T000000,613000.0,3,3.25,2440,2812,2.0,0,0,3,8,1710,730,2005,0,98027,47.5362,-122.072,2440,2836 +3831250130,20140825T000000,370000.0,3,2.5,2313,5700,2.0,0,0,3,9,2313,0,2011,0,98030,47.3572,-122.202,2323,5701 +3629990020,20141002T000000,449500.0,3,2.25,1260,2556,2.0,0,0,3,7,1260,0,2005,0,98029,47.5482,-121.998,1630,2844 +9532000010,20150416T000000,515000.0,3,2.5,2000,3837,2.0,0,0,3,8,2000,0,2011,0,98072,47.7713,-122.167,2210,4075 +8562780430,20150504T000000,346100.0,2,1.75,1150,698,2.0,0,0,3,7,1150,0,2013,0,98027,47.5323,-122.071,1150,757 +2781230020,20141209T000000,398500.0,4,2.5,2820,6666,2.0,0,0,3,9,2820,0,2007,0,98038,47.3473,-122.031,1880,7200 +8658301060,20140820T000000,310000.0,2,1.75,1160,2500,2.0,0,0,3,7,1160,0,2008,0,98014,47.6489,-121.911,970,7500 +301402140,20150226T000000,250000.0,3,2.25,1481,2820,2.0,0,0,3,7,1481,0,2012,0,98002,47.3457,-122.217,1481,2889 +8923600020,20140806T000000,1880000.0,5,3.5,4390,6220,2.0,0,3,3,9,3170,1220,2013,0,98115,47.6789,-122.273,2740,6448 +8725950020,20140827T000000,695000.0,2,1.75,1570,1207,3.0,0,0,3,9,1570,0,2007,0,98004,47.6215,-122.201,1570,1206 +1121000357,20140827T000000,1085000.0,4,3.0,3410,6541,2.0,0,2,3,9,2680,730,2007,0,98126,47.5416,-122.38,2300,6345 +1042700290,20140804T000000,864327.0,5,3.25,3480,6507,2.0,0,0,3,9,3480,0,2014,0,98074,47.607,-122.053,3360,5398 +7308600010,20140616T000000,749995.0,4,3.25,3430,9870,2.0,0,0,3,9,3430,0,2014,0,98011,47.776,-122.173,3360,9724 +7708210050,20140610T000000,525000.0,5,2.75,2880,8364,2.0,0,0,3,9,2880,0,2006,0,98059,47.4893,-122.147,3010,8296 +5631500285,20141121T000000,659950.0,3,2.5,2990,9413,2.0,0,0,3,10,2990,0,2006,0,98028,47.7341,-122.234,1940,9600 +524059063,20140506T000000,1800000.0,5,5.0,4490,10279,2.0,0,0,3,10,3930,560,2013,0,98004,47.5974,-122.202,2490,10279 +7203160190,20141029T000000,950000.0,5,4.0,4100,8120,2.0,0,0,3,9,4100,0,2011,0,98053,47.6917,-122.02,4100,7625 +1692900095,20140618T000000,1399950.0,4,2.75,3870,10046,2.0,0,0,3,11,3870,0,2005,0,98033,47.6651,-122.191,3560,10046 +3438500346,20140702T000000,265050.0,2,1.5,800,2119,2.0,0,0,3,7,800,0,2008,0,98106,47.554,-122.362,1020,4800 +9268850290,20150306T000000,450000.0,3,2.25,1620,1057,3.0,0,0,3,8,1540,80,2009,0,98027,47.5396,-122.026,1390,942 +2419700080,20150505T000000,915000.0,4,2.5,2910,4356,3.0,0,0,3,8,2910,0,2010,0,98034,47.6705,-122.146,2840,4181 +1235700052,20140630T000000,963000.0,4,3.25,3530,8589,2.0,0,0,3,10,3530,0,2007,0,98033,47.6975,-122.195,2470,9019 +4233800020,20141008T000000,270000.0,4,2.5,2701,5821,2.0,0,0,3,7,2701,0,2013,0,98092,47.2873,-122.177,2566,5843 +3278612570,20140724T000000,294000.0,2,2.5,1380,889,2.0,0,0,3,7,1140,240,2012,0,98126,47.5441,-122.369,1580,1397 +6638900461,20140605T000000,700000.0,3,2.5,2050,4185,2.0,0,0,3,9,2050,0,2011,0,98117,47.6922,-122.371,1150,5000 +4233600190,20150316T000000,1065000.0,3,4.0,3370,8252,2.0,0,0,3,10,3370,0,2014,0,98075,47.5965,-122.013,3710,8252 +7987400285,20150429T000000,494900.0,3,2.5,2040,2500,2.0,0,0,3,7,1470,570,2008,0,98126,47.573,-122.372,1410,2500 +9532000500,20140801T000000,415000.0,3,2.5,1610,3600,2.0,0,0,3,8,1610,0,2010,0,98072,47.771,-122.169,2210,3600 +8564860280,20140502T000000,459990.0,3,2.5,2680,5539,2.0,0,0,3,8,2680,0,2013,0,98045,47.4761,-121.734,2990,6037 +8691440440,20141003T000000,882990.0,4,3.5,3560,6562,2.0,0,0,3,10,3560,0,2014,0,98075,47.5929,-121.974,3710,6562 +1099950050,20141229T000000,620000.0,4,3.5,3880,8244,2.0,0,0,3,10,3060,820,2007,0,98019,47.7426,-121.976,3180,10947 +3304040130,20150212T000000,375900.0,3,2.0,1824,7120,1.0,0,0,3,9,1824,0,2010,0,98001,47.3457,-122.27,2409,6264 +8562790480,20141006T000000,654000.0,3,2.5,2220,2873,2.0,0,0,3,10,2010,210,2012,0,98027,47.5311,-122.074,2290,3213 +4457300005,20150325T000000,1839900.0,4,3.25,4140,11007,2.0,0,0,3,10,4140,0,2013,0,98040,47.5707,-122.217,2150,9663 +8856003839,20141210T000000,215000.0,3,2.5,1322,6006,2.0,0,0,3,7,1322,0,2009,0,98001,47.2706,-122.254,1440,6796 +1972200728,20141124T000000,630500.0,3,2.5,1909,1300,3.0,0,0,3,8,1766,143,2006,0,98103,47.6538,-122.352,1780,1248 +8691420050,20141107T000000,855000.0,4,3.5,3460,7702,2.0,0,0,3,10,3460,0,2010,0,98075,47.5942,-121.977,3380,7464 +6601200020,20150127T000000,235245.0,4,2.5,1954,5075,2.0,0,0,3,8,1954,0,2007,0,98001,47.2606,-122.253,1934,5000 +200480020,20140710T000000,770000.0,5,2.5,3000,7912,1.0,0,0,3,9,1610,1390,2007,0,98033,47.6765,-122.175,2700,7205 +7203170190,20140619T000000,734990.0,4,2.5,2650,6884,2.0,0,0,3,8,2650,0,2012,0,98053,47.6901,-122.015,2520,5866 +3885802134,20150109T000000,880000.0,4,2.5,2580,3436,2.0,0,0,3,8,2580,0,2013,0,98033,47.6853,-122.21,1780,5772 +9578060420,20150114T000000,525000.0,4,3.0,2650,4924,2.0,0,0,3,8,2650,0,2011,0,98028,47.7734,-122.238,2380,4733 +3630200080,20140807T000000,775000.0,4,3.5,3390,3960,2.0,0,0,3,10,3390,0,2008,0,98027,47.5406,-121.995,2990,3400 +3876900089,20150430T000000,687015.0,3,1.75,1470,873,3.0,0,0,3,10,1470,0,2009,0,98119,47.6256,-122.362,1410,967 +3630130130,20141112T000000,663000.0,3,2.5,1910,5125,2.0,0,0,3,9,1910,0,2006,0,98029,47.5481,-121.995,1910,3215 +3326059253,20150330T000000,815000.0,4,2.5,3030,7187,2.0,0,0,3,9,3030,0,2005,0,98033,47.6934,-122.166,3030,7187 +2224069109,20150427T000000,1050000.0,4,3.25,2930,25020,2.0,0,0,3,9,2930,0,2013,0,98029,47.5514,-122.023,2400,32374 +3862700020,20150423T000000,433190.0,3,2.5,1650,2787,2.0,0,0,3,8,1650,0,2014,0,98065,47.5336,-121.838,1760,2787 +3629980080,20141210T000000,725000.0,4,2.5,2870,5118,2.0,0,0,3,9,2870,0,2006,0,98029,47.5544,-121.99,2940,4800 +7299600950,20150408T000000,279950.0,3,2.5,1608,4800,2.0,0,0,3,8,1608,0,2013,0,98092,47.2585,-122.201,2009,4800 +5528600005,20150327T000000,272167.0,2,2.5,1620,3795,2.0,0,0,3,7,1620,0,2014,0,98027,47.5321,-122.034,1620,6000 +3052700419,20140616T000000,468500.0,3,2.5,1350,1186,2.0,0,0,3,8,1120,230,2007,0,98117,47.6786,-122.375,1500,1605 +9542840630,20140602T000000,298000.0,3,2.5,1950,3600,2.0,0,0,3,7,1950,0,2010,0,98038,47.3658,-122.021,1870,4184 +7896300592,20150114T000000,303500.0,6,4.5,3390,7200,2.0,0,0,3,8,2440,950,2007,0,98118,47.5205,-122.288,2040,7214 +9268850480,20150410T000000,308000.0,3,1.75,1300,1237,2.0,0,0,3,7,1060,240,2008,0,98027,47.539,-122.026,1350,942 +3629700020,20150415T000000,646800.0,3,3.0,2230,1407,2.5,0,0,3,8,1850,380,2014,0,98027,47.5446,-122.017,2230,1407 +8648900010,20150102T000000,530200.0,4,2.5,1880,3853,2.0,0,0,3,8,1880,0,2010,0,98027,47.5636,-122.094,1890,3078 +5422950170,20141112T000000,405000.0,5,2.5,3370,5092,2.0,0,0,3,7,3370,0,2006,0,98038,47.3594,-122.036,2910,5092 +2768200213,20140724T000000,529000.0,2,2.5,1320,1395,2.0,0,0,3,8,990,330,2014,0,98107,47.6689,-122.362,1550,1519 +642150080,20140908T000000,675900.0,3,2.5,2920,9096,2.0,0,0,3,9,2920,0,2013,0,98059,47.4855,-122.149,2930,7995 +2770601912,20150402T000000,570000.0,3,3.25,1550,1280,2.0,0,0,3,9,1220,330,2013,0,98199,47.6493,-122.384,1550,1579 +3304040020,20141226T000000,375500.0,4,2.5,2301,6452,2.0,0,0,3,9,2301,0,2010,0,98001,47.346,-122.269,2650,6054 +3629960170,20141021T000000,445000.0,3,3.25,1710,1960,2.0,0,0,3,8,1360,350,2004,0,98029,47.5479,-122.003,1420,955 +1238900130,20150105T000000,1100000.0,4,3.75,2890,4164,2.0,0,0,3,9,2240,650,2013,0,98033,47.676,-122.197,2354,3207 +6056100114,20140825T000000,477000.0,3,2.5,2100,5060,2.0,0,0,3,7,2100,0,2006,0,98108,47.563,-122.298,1520,2468 +4140940130,20141121T000000,450000.0,3,2.75,2240,3360,2.0,0,0,3,8,2100,140,2014,0,98178,47.4999,-122.232,1790,5873 +6824100007,20150326T000000,427005.0,3,3.0,1460,1200,3.0,0,0,3,8,1460,0,2006,0,98117,47.7,-122.367,1460,1245 +1959700225,20150224T000000,720000.0,3,1.75,1370,1990,3.0,0,0,3,9,1370,0,2014,0,98102,47.6434,-122.324,1730,1990 +518500460,20141008T000000,2230000.0,3,3.5,3760,5634,2.0,1,4,3,11,2830,930,2014,0,98056,47.5285,-122.205,3560,5762 +923059252,20140527T000000,450800.0,4,3.25,2510,5311,2.0,0,0,3,9,2510,0,2009,0,98056,47.5028,-122.17,1590,9583 +3052700213,20140829T000000,461100.0,2,2.25,1210,1267,2.0,0,0,3,8,1120,90,2010,0,98117,47.6783,-122.376,1360,1349 +2428100080,20141001T000000,1061600.0,4,3.0,2990,6695,2.0,0,0,3,10,2990,0,2014,0,98075,47.5817,-122.047,2760,6600 +9276202130,20150408T000000,590000.0,3,2.5,1710,2875,2.0,0,0,3,8,1710,0,2006,0,98116,47.5787,-122.392,1640,5750 +3845100670,20140716T000000,478830.0,4,2.5,3274,4950,2.0,0,0,3,9,3274,0,2014,0,98092,47.2603,-122.195,2578,4200 +4319200675,20140709T000000,760000.0,4,2.25,3300,8365,3.0,0,0,3,9,3300,0,2014,0,98126,47.5363,-122.377,1290,8369 +323059327,20140703T000000,1025000.0,4,3.5,4370,10860,2.0,0,0,3,11,4370,0,2008,0,98059,47.5066,-122.148,3560,8070 +3448720020,20140613T000000,385000.0,4,2.5,2050,5276,2.0,0,0,3,7,2050,0,2006,0,98059,47.491,-122.15,2480,5447 +7234600832,20140516T000000,500000.0,2,2.5,1310,1500,2.0,0,0,3,8,1160,150,2006,0,98122,47.6112,-122.309,1320,1581 +4045500950,20150415T000000,425000.0,3,1.5,1680,8000,1.5,0,0,3,7,1680,0,2012,0,98014,47.6923,-121.869,1990,26336 +7234600098,20140905T000000,552100.0,3,3.0,1330,1379,2.0,0,0,4,8,1120,210,2005,0,98122,47.6126,-122.313,1810,1770 +666000143,20141229T000000,785000.0,3,3.0,1950,1983,3.0,0,0,3,9,1610,340,2009,0,98004,47.6078,-122.202,2040,2131 +3343903611,20150323T000000,615000.0,5,3.25,3090,7069,2.0,0,0,3,9,3090,0,2012,0,98056,47.5114,-122.196,2480,8000 +1760650950,20150423T000000,309000.0,3,2.5,1950,3825,2.0,0,0,3,7,1950,0,2013,0,98042,47.3588,-122.082,1950,3825 +5100403818,20150220T000000,369500.0,3,2.0,1108,1128,3.0,0,0,3,7,1108,0,2009,0,98115,47.6961,-122.318,1285,1253 +2325400170,20150211T000000,391000.0,4,2.25,2190,3850,2.0,0,0,3,7,2190,0,2006,0,98059,47.4861,-122.161,2190,3980 +5700000446,20141029T000000,465000.0,3,1.75,1590,1322,2.0,0,0,3,8,1060,530,2014,0,98144,47.5753,-122.294,1530,5400 +9492500010,20140606T000000,879950.0,4,2.75,3010,7215,2.0,0,0,3,9,3010,0,2014,0,98033,47.6952,-122.178,3010,7215 +2461900446,20141023T000000,372000.0,3,2.0,1330,1042,2.0,0,0,3,8,1060,270,2014,0,98136,47.5522,-122.382,1440,2428 +8669160170,20140522T000000,259000.0,3,2.5,1550,3569,2.0,0,0,3,7,1550,0,2011,0,98002,47.3528,-122.211,2095,3402 +3644100101,20140707T000000,374000.0,2,1.5,1260,1575,2.0,0,0,3,7,1260,0,2001,0,98144,47.5914,-122.295,1220,1740 +7852090680,20150305T000000,561000.0,4,2.5,2550,5395,2.0,0,0,3,8,2550,0,2001,0,98065,47.5355,-121.874,2850,6109 +5693501028,20150403T000000,610000.0,3,2.5,1300,1331,3.0,0,0,3,8,1300,0,2007,0,98103,47.6607,-122.352,1450,5270 +3629700080,20150108T000000,635000.0,3,3.0,2230,1407,2.5,0,0,3,8,1850,380,2014,0,98027,47.5446,-122.017,2290,1407 +3278600680,20140627T000000,235000.0,1,1.5,1170,1456,2.0,0,0,3,8,1070,100,2007,0,98126,47.5493,-122.372,1360,1730 +2738640470,20140716T000000,623300.0,4,3.5,4170,4524,2.0,0,0,3,9,3500,670,2007,0,98072,47.7726,-122.162,3510,5001 +7853320950,20141023T000000,412500.0,3,2.0,1680,5246,1.0,0,0,3,7,1680,0,2007,0,98065,47.5206,-121.868,2430,6883 +5635100050,20141121T000000,380000.0,4,3.25,2864,8035,3.0,0,0,3,8,2864,0,2014,0,98030,47.3746,-122.189,2419,8984 +3629990280,20140623T000000,497000.0,3,2.25,1630,3817,2.0,0,0,3,7,1630,0,2005,0,98029,47.5485,-121.999,1630,3348 +6306800020,20141111T000000,452000.0,4,2.5,2716,7850,2.0,0,0,3,9,2716,0,2014,0,98030,47.352,-122.197,2580,14448 +7697000170,20141025T000000,312000.0,3,2.5,1750,4076,2.0,0,0,3,7,1750,0,2013,0,98038,47.3597,-122.045,1810,4090 +5057100080,20140919T000000,469950.0,5,3.0,3223,6371,2.0,0,0,3,9,3223,0,2014,0,98042,47.3588,-122.163,1979,19030 +5276200020,20140805T000000,775000.0,5,2.5,2600,4284,2.0,0,0,3,9,2600,0,2014,0,98136,47.5409,-122.39,1620,5000 +5727500006,20150427T000000,679990.0,4,2.75,3320,8653,2.0,0,0,3,8,3320,0,2014,0,98133,47.7521,-122.334,2140,8727 +9268850130,20140627T000000,288790.0,4,2.0,1350,942,3.0,0,0,3,7,1350,0,2008,0,98027,47.5401,-122.026,1390,942 +9293000170,20150408T000000,800000.0,5,2.5,3410,4726,2.0,0,0,3,9,3410,0,2007,0,98006,47.5459,-122.184,2810,5129 +7299601870,20150427T000000,299000.0,3,2.5,1572,4000,2.0,0,0,3,8,1572,0,2013,0,98092,47.2615,-122.198,1608,5175 +1760650500,20150129T000000,332000.0,4,2.5,2300,4482,2.0,0,0,3,7,2300,0,2013,0,98042,47.3599,-122.082,2300,3825 +7174800094,20150420T000000,525000.0,1,1.5,1030,5923,1.0,0,0,3,8,1030,0,1940,0,98105,47.6653,-122.305,2650,5000 +6909200007,20140903T000000,620000.0,3,1.75,1458,858,2.0,0,0,3,8,950,508,2014,0,98144,47.592,-122.293,1458,3000 +7853321150,20141103T000000,452000.0,4,2.5,2190,6896,2.0,0,0,3,7,2190,0,2007,0,98065,47.5191,-121.869,2190,5900 +1105000402,20141028T000000,630000.0,4,3.0,3640,5096,2.0,0,0,3,8,2740,900,2010,0,98118,47.5428,-122.27,1910,9189 +1442870420,20140724T000000,485000.0,4,2.75,2790,7803,2.0,0,0,3,8,2790,0,2013,0,98045,47.4823,-121.772,2620,6178 +3682000050,20141013T000000,349950.0,4,2.5,2632,4117,2.0,0,0,3,8,2632,0,2013,0,98001,47.3428,-122.278,2040,5195 +1442880080,20140701T000000,499990.0,4,2.75,2910,6334,2.0,0,0,3,8,2910,0,2013,0,98045,47.4826,-121.771,2790,6352 +7169500020,20141205T000000,510000.0,2,2.25,1470,1101,2.0,0,0,3,8,1340,130,2005,0,98115,47.6768,-122.301,1470,1582 +2911700010,20150303T000000,1080000.0,3,2.5,2240,21477,2.0,0,2,3,8,2240,0,1995,0,98006,47.5745,-122.18,2930,21569 +9578060470,20140508T000000,494000.0,3,2.5,2310,4729,2.0,0,0,3,8,2310,0,2011,0,98028,47.7734,-122.237,2440,4711 +1776460190,20140626T000000,429900.0,3,2.5,2370,5353,2.0,0,0,3,8,2370,0,2009,0,98019,47.7333,-121.975,2130,6850 +3449500050,20141015T000000,505000.0,4,2.75,2980,9825,1.0,0,0,3,8,1910,1070,2007,0,98056,47.5073,-122.172,2580,12231 +2309710130,20140715T000000,272000.0,4,2.0,1870,6551,1.0,0,3,3,7,1870,0,2009,0,98022,47.1934,-121.977,2280,5331 +1972201511,20150210T000000,671500.0,3,2.5,1770,1714,3.0,0,0,3,8,1770,0,2012,0,98103,47.6532,-122.348,1720,3360 +7852120050,20150311T000000,729950.0,4,3.5,3510,10010,2.0,0,0,3,10,3510,0,2001,0,98065,47.5412,-121.876,4200,9935 +3814900660,20140721T000000,471835.0,4,2.5,3281,5354,2.0,0,0,3,9,3281,0,2014,0,98092,47.3273,-122.163,2598,4815 +8141310080,20141103T000000,249950.0,3,2.0,1670,4438,1.0,0,0,3,7,1670,0,2014,0,98022,47.1948,-121.974,1670,4558 +7207900050,20140808T000000,424950.0,5,3.5,2760,3846,2.5,0,0,3,8,2760,0,2013,0,98056,47.5047,-122.17,2760,4587 +2424059163,20140709T000000,1240000.0,5,3.5,5430,10327,2.0,0,2,3,10,4010,1420,2007,0,98006,47.5476,-122.116,4340,10324 +2140950130,20140911T000000,440000.0,4,2.5,2990,7928,2.0,0,0,3,9,2990,0,2011,0,98010,47.3139,-122.024,2810,7401 +1776230190,20150408T000000,495000.0,4,3.5,3170,3858,2.0,0,0,3,8,2530,640,2008,0,98059,47.5049,-122.155,2640,3844 +3524039224,20140513T000000,870000.0,4,2.5,3520,6773,2.5,0,0,3,9,2650,870,2006,0,98136,47.5317,-122.391,2930,6458 +5694500840,20141125T000000,559000.0,2,3.0,1650,960,3.0,0,0,3,8,1350,300,2015,0,98103,47.6611,-122.346,1650,3000 +4014400381,20140507T000000,495000.0,4,2.75,2656,21195,2.0,0,0,3,9,2656,0,2014,0,98001,47.3162,-122.272,1860,16510 +2838000130,20150213T000000,722000.0,3,2.5,2230,4850,2.0,0,0,3,8,2230,0,2014,0,98133,47.7295,-122.334,2230,4513 +8562770430,20140702T000000,567500.0,3,2.5,2280,2502,2.0,0,0,3,8,1880,400,2006,0,98027,47.5364,-122.073,2280,2812 +1402970020,20141217T000000,440000.0,4,2.5,2798,5085,2.0,0,0,3,9,2798,0,2011,0,98092,47.3308,-122.187,2502,5707 +3943600020,20140829T000000,400000.0,4,2.5,2398,5988,2.0,0,0,3,8,2398,0,2008,0,98055,47.452,-122.204,2370,5988 +1438000430,20141006T000000,459995.0,4,2.5,2350,3760,2.0,0,0,3,8,2350,0,2014,0,98059,47.4786,-122.123,2590,4136 +1601600167,20140507T000000,365000.0,5,2.75,2410,5003,1.0,0,0,3,7,1410,1000,2008,0,98118,47.5298,-122.274,1590,5003 +1773100541,20150417T000000,389950.0,3,2.25,1580,920,3.0,0,0,3,8,1580,0,2015,0,98106,47.5578,-122.363,1250,1150 +1773100924,20140708T000000,320000.0,3,3.25,1450,1387,2.0,0,0,3,8,1180,270,2013,0,98106,47.5556,-122.362,1450,1198 +982850080,20140613T000000,415500.0,4,2.5,1750,4779,2.0,0,0,3,7,1750,0,2009,0,98028,47.7608,-122.232,1580,4687 +7628700050,20150309T000000,775000.0,3,2.5,3020,4120,2.0,0,0,3,9,2360,660,2008,0,98126,47.5714,-122.373,2280,4120 +8673400020,20150311T000000,590000.0,3,3.0,1740,1100,3.0,0,0,3,8,1740,0,2007,0,98107,47.67,-122.391,1370,1180 +8725950170,20150123T000000,950000.0,2,2.25,2200,2043,2.0,0,0,3,9,1760,440,2007,0,98004,47.6213,-122.2,2020,1957 +6306800080,20140806T000000,378950.0,4,2.5,1867,15314,2.0,0,0,3,9,1867,0,2013,0,98030,47.3524,-122.198,2616,8048 +3362401763,20140508T000000,441750.0,2,1.5,1020,1060,3.0,0,0,3,8,1020,0,2008,0,98103,47.6801,-122.348,1340,1415 +301401630,20141031T000000,335900.0,4,2.75,2475,4000,2.0,0,0,3,7,2475,0,2014,0,98002,47.345,-122.209,2475,4000 +6056110780,20140627T000000,229800.0,2,1.75,1110,1773,2.0,0,0,3,8,1110,0,2014,0,98108,47.5647,-122.293,1420,2855 +6819100352,20150310T000000,645000.0,3,2.5,1900,1258,2.5,0,0,3,7,1700,200,2007,0,98119,47.6465,-122.358,1780,1877 +9297302031,20150423T000000,448000.0,3,3.25,1560,1345,2.0,0,0,3,8,1260,300,2009,0,98126,47.5637,-122.375,1560,4800 +7203150080,20141216T000000,706000.0,4,2.5,2510,5436,2.0,0,0,3,8,2510,0,2011,0,98053,47.6894,-122.016,2520,5436 +2937300050,20150227T000000,988990.0,4,4.75,4150,6303,3.0,0,0,3,9,4150,0,2014,0,98052,47.7047,-122.123,3570,6285 +9521100029,20140716T000000,716000.0,3,3.0,1660,1849,3.0,0,0,3,9,1660,0,2013,0,98103,47.6649,-122.353,1660,3300 +832700170,20150421T000000,319000.0,2,1.5,1090,847,3.0,0,0,3,8,1090,0,2009,0,98133,47.7235,-122.352,1090,1118 +6817750440,20141014T000000,300000.0,4,2.5,1914,3272,2.0,0,0,3,8,1914,0,2009,0,98055,47.4297,-122.189,1714,3250 +123059127,20140502T000000,625000.0,4,3.25,2730,54014,1.0,0,0,3,9,1560,1170,2007,0,98059,47.5133,-122.11,2730,111274 +3630200430,20140514T000000,773000.0,3,2.75,2470,3600,2.0,0,0,3,9,2470,0,2007,0,98029,47.5406,-121.994,2570,3600 +3448740430,20140925T000000,392000.0,5,2.5,2340,5670,2.0,0,0,3,7,2340,0,2009,0,98059,47.4913,-122.152,2190,4869 +1438000190,20140911T000000,549995.0,4,3.5,2660,5690,2.0,0,0,3,8,1920,740,2014,0,98059,47.4775,-122.122,2970,5690 +7853320250,20140920T000000,480000.0,3,2.5,2410,4656,2.0,0,0,3,7,2410,0,2009,0,98065,47.5203,-121.874,2410,4840 +100300280,20141020T000000,355000.0,3,2.25,1430,4777,2.0,0,0,3,7,1430,0,2010,0,98059,47.4867,-122.152,1639,3854 +8862500280,20141230T000000,208400.0,2,2.5,1570,1268,3.0,0,0,3,7,1570,0,2007,0,98106,47.534,-122.365,1570,1300 +1042700080,20140822T000000,831548.0,5,2.75,3010,4919,2.0,0,0,3,9,3010,0,2014,0,98074,47.6067,-122.052,3230,5415 +4051150080,20141117T000000,279500.0,4,2.5,1613,4338,2.0,0,0,3,7,1613,0,2009,0,98042,47.3859,-122.162,1427,4341 +5592200010,20150227T000000,445000.0,3,2.5,2380,5269,2.0,0,0,3,8,2380,0,2008,0,98056,47.5066,-122.192,2150,7600 +7787920080,20140616T000000,492500.0,5,2.5,2570,9962,2.0,0,0,3,8,2570,0,2006,0,98019,47.7275,-121.957,2890,9075 +3448740190,20140709T000000,435000.0,4,2.5,2550,5200,2.0,0,0,3,7,2550,0,2009,0,98059,47.4919,-122.153,2550,4660 +8822900122,20150512T000000,325000.0,3,2.25,1330,969,3.0,0,0,3,7,1330,0,2007,0,98125,47.7177,-122.292,1310,1941 +4083300098,20141117T000000,453000.0,2,1.5,1160,1269,2.0,0,0,3,7,970,190,2005,0,98103,47.6608,-122.335,1700,3150 +1438000170,20140822T000000,612995.0,5,3.5,3240,6919,2.0,0,0,3,8,2760,480,2014,0,98059,47.4779,-122.122,2970,5690 +7853360480,20140904T000000,540000.0,4,2.5,2710,9248,2.0,0,0,3,7,2710,0,2011,0,98065,47.5164,-121.875,2710,5000 +522059130,20150429T000000,465000.0,3,1.0,1150,18200,1.0,0,0,5,7,1150,0,1959,0,98058,47.4262,-122.187,1714,18200 +4385700185,20140812T000000,799950.0,3,2.25,1860,1386,3.0,0,0,3,9,1860,0,2014,0,98112,47.6368,-122.279,1680,3080 +2768301476,20141124T000000,495000.0,3,2.25,1280,1517,2.0,0,0,3,8,1080,200,2008,0,98107,47.6651,-122.368,1280,1681 +1862400541,20150228T000000,579950.0,3,2.5,1810,1585,3.0,0,0,3,7,1810,0,2014,0,98117,47.6957,-122.376,1560,1586 +8562780280,20150220T000000,331000.0,2,2.25,1240,720,2.0,0,0,3,7,1150,90,2008,0,98027,47.5322,-122.072,1260,810 +9528101061,20140825T000000,580000.0,4,3.5,1460,951,3.0,0,0,3,8,1460,0,2008,0,98115,47.6821,-122.326,1430,1282 +6056110460,20150414T000000,669000.0,2,2.5,1640,1953,2.0,0,0,3,10,1640,0,2014,0,98118,47.5639,-122.292,1820,2653 +2154970020,20140703T000000,2351960.0,4,4.25,5010,19412,2.0,0,1,3,11,4000,1010,2014,0,98040,47.5455,-122.211,3820,17064 +5694500497,20150116T000000,539900.0,3,3.25,1300,1325,2.0,0,0,3,8,1080,220,2005,0,98103,47.6584,-122.346,1290,1323 +7708200670,20140723T000000,490000.0,4,2.5,2510,4349,2.0,0,0,3,8,2510,0,2010,0,98059,47.4927,-122.147,2510,4314 +8562770050,20140527T000000,627000.0,3,3.5,2710,3475,2.0,0,0,3,8,1650,1060,2005,0,98027,47.5359,-122.072,2440,2867 +1441000470,20140728T000000,458000.0,4,3.5,3217,4000,2.0,0,0,3,8,2587,630,2008,0,98055,47.4483,-122.203,2996,5418 +6056100293,20141110T000000,440000.0,3,2.5,1650,4929,2.0,0,0,3,7,1520,130,2007,0,98108,47.5634,-122.298,1520,2287 +6600000050,20150310T000000,1698000.0,4,3.5,3950,6240,2.0,0,0,3,11,3950,0,2015,0,98112,47.6221,-122.29,2040,6240 +1732800199,20150511T000000,935000.0,2,2.5,1680,977,3.0,0,0,3,9,1680,0,2009,0,98119,47.632,-122.361,1680,977 +7853360470,20150417T000000,641000.0,5,3.5,3420,6403,2.0,0,2,3,8,2700,720,2013,0,98065,47.5162,-121.874,2710,6038 +3438501583,20140911T000000,452000.0,3,2.75,2300,5090,2.0,0,0,3,8,1700,600,2007,0,98106,47.545,-122.36,1530,9100 +7853370250,20141223T000000,625000.0,4,2.75,3010,6854,2.0,0,2,3,9,2570,440,2012,0,98065,47.5171,-121.876,1830,2952 +2387600010,20150303T000000,1350000.0,4,3.5,4680,12495,2.0,0,0,3,10,3040,1640,2008,0,98033,47.6984,-122.206,3240,10749 +8946780080,20140908T000000,834950.0,5,3.5,3630,4911,2.0,0,0,3,9,2790,840,2014,0,98034,47.718,-122.156,3600,4992 +9402800005,20141028T000000,1500000.0,3,3.5,3530,3610,2.0,0,0,3,10,2370,1160,2008,0,98103,47.6857,-122.339,1780,3610 +5422950080,20140825T000000,305000.0,4,2.5,2280,3800,2.0,0,0,3,7,2280,0,2006,0,98038,47.3586,-122.036,2630,4045 +2826079027,20141112T000000,659000.0,3,2.5,3090,384634,2.0,0,0,3,8,3090,0,2007,0,98019,47.7072,-121.927,2200,292645 +6003000851,20140522T000000,353000.0,1,1.0,550,1279,2.0,0,0,3,7,550,0,2008,0,98122,47.616,-122.314,1460,1385 +7394400080,20150304T000000,535000.0,4,3.25,2840,4000,2.0,0,3,3,9,2330,510,2014,0,98108,47.5529,-122.293,2160,4867 +1238501184,20140708T000000,999000.0,4,2.5,3130,10849,2.0,0,0,3,10,3130,0,2013,0,98033,47.6828,-122.186,2470,9131 +263000009,20150129T000000,375000.0,3,2.5,1440,1102,3.0,0,0,3,8,1440,0,2009,0,98103,47.6995,-122.346,1440,1434 +5101408889,20140616T000000,685000.0,4,3.5,2840,4637,3.0,0,0,3,8,2840,0,2008,0,98125,47.7033,-122.321,1730,5279 +7299601410,20140808T000000,333000.0,4,2.5,2623,7184,2.0,0,0,3,8,2623,0,2012,0,98092,47.259,-122.202,2010,4939 +9266700190,20150511T000000,245000.0,1,1.0,390,2000,1.0,0,0,4,6,390,0,1920,0,98103,47.6938,-122.347,1340,5100 +2424059174,20150508T000000,1999950.0,4,3.25,5640,35006,2.0,0,2,3,11,4900,740,2015,0,98006,47.5491,-122.104,4920,35033 +8562780290,20141015T000000,329950.0,2,2.25,1260,1032,2.0,0,0,3,7,1170,90,2008,0,98027,47.5323,-122.072,1240,809 +5100400244,20150420T000000,403000.0,2,1.0,894,1552,2.0,0,0,3,7,894,0,2011,0,98115,47.6911,-122.313,1131,1992 +3744000130,20141111T000000,559630.0,4,2.5,3370,4934,2.0,0,0,3,9,3370,0,2014,0,98038,47.3562,-122.022,2980,5046 +993001976,20140818T000000,344000.0,3,2.25,1250,871,3.0,0,0,3,8,1250,0,2007,0,98103,47.6907,-122.343,1250,1158 +525049174,20150402T000000,435000.0,3,1.5,1180,1231,3.0,0,0,3,7,1180,0,2008,0,98115,47.6845,-122.315,1280,3360 +5393600562,20140522T000000,430000.0,2,2.5,1520,1588,2.0,0,0,3,8,1240,280,2007,0,98144,47.5825,-122.313,1660,6000 +4187000190,20141117T000000,417000.0,3,2.5,2000,4500,2.0,0,0,3,7,2000,0,2010,0,98059,47.4937,-122.149,2230,4501 +2862500190,20150409T000000,895950.0,5,2.75,3180,9255,2.0,0,0,3,9,3180,0,2014,0,98074,47.6232,-122.023,3180,7782 +5045700470,20150319T000000,563950.0,4,2.75,3050,4750,2.0,0,0,3,8,3050,0,2014,0,98059,47.4857,-122.153,2730,5480 +2924079034,20140925T000000,332220.0,3,1.5,2580,47480,1.0,0,0,3,7,1360,1220,1953,0,98024,47.5333,-121.933,1760,48181 +8835770170,20140822T000000,1488000.0,5,6.0,6880,279968,2.0,0,3,3,12,4070,2810,2007,0,98045,47.4624,-121.779,4690,256803 +3630200480,20140612T000000,680000.0,3,2.5,2570,3600,2.5,0,0,3,9,2570,0,2007,0,98027,47.5412,-121.994,2570,3600 +8562790080,20150209T000000,825750.0,4,3.5,2950,3737,2.0,0,0,3,10,2270,680,2012,0,98027,47.5313,-122.074,2580,3581 +8165500780,20141209T000000,338000.0,3,2.5,1690,1760,2.0,0,0,3,8,1410,280,2014,0,98106,47.5387,-122.367,1740,1760 +1442870050,20140718T000000,535365.0,4,2.75,2790,6969,2.0,0,0,3,8,2790,0,2012,0,98045,47.4836,-121.769,2620,6307 +1704900303,20141211T000000,608000.0,3,2.25,1720,5234,2.0,0,0,3,9,1240,480,2011,0,98118,47.5547,-122.278,1720,5825 +6132600655,20141016T000000,930000.0,3,2.25,2890,5000,3.0,0,0,3,9,2890,0,2014,0,98117,47.6983,-122.389,2020,5000 +3421069049,20141021T000000,565000.0,2,1.75,1130,276170,1.0,0,0,3,8,1130,0,2006,0,98022,47.2673,-122.027,2092,217800 +7169500130,20141219T000000,495000.0,2,2.25,1460,1623,2.0,0,0,3,8,1260,200,2005,0,98115,47.6764,-122.301,1460,1137 +8732900840,20140722T000000,667000.0,3,2.5,2510,3819,2.0,0,0,3,8,2510,0,2007,0,98052,47.6987,-122.096,2520,3990 +5379803372,20141112T000000,495000.0,4,2.5,3390,7870,2.0,0,0,3,8,3390,0,2014,0,98188,47.4536,-122.274,1960,10069 +2937300430,20140929T000000,928990.0,4,2.5,3570,6054,2.0,0,0,3,9,3570,0,2014,0,98052,47.7053,-122.126,3600,6050 +5422950020,20140630T000000,345000.0,4,2.5,2280,5000,2.0,0,0,3,7,2280,0,2006,0,98038,47.3593,-122.037,2910,5000 +3797001702,20141216T000000,1065000.0,5,3.5,2920,3000,2.0,0,0,3,9,2260,660,2014,0,98103,47.6846,-122.349,1580,4000 +1438000130,20140703T000000,519995.0,4,3.0,2590,6160,2.0,0,0,3,8,2590,0,2014,0,98059,47.4784,-122.122,2670,5600 +1853080130,20141105T000000,924000.0,5,2.75,3210,8001,2.0,0,0,3,9,3210,0,2014,0,98074,47.5935,-122.061,3190,6624 +741500010,20150424T000000,295000.0,3,2.0,1230,3405,1.0,0,0,3,7,1230,0,2010,0,98058,47.438,-122.179,1440,4066 +3123089027,20140721T000000,472000.0,3,2.5,3800,104979,2.0,0,0,3,8,3210,590,2005,0,98045,47.4304,-121.841,2040,109771 +3630080190,20140801T000000,405000.0,3,2.5,1500,2314,2.0,0,0,3,7,1500,0,2005,0,98029,47.5537,-121.998,1440,2170 +3782760080,20140718T000000,410000.0,4,2.25,2510,4090,2.0,0,0,3,8,1840,670,2012,0,98019,47.7345,-121.967,2070,4090 +8024200684,20141125T000000,419500.0,3,1.5,1400,1091,3.0,0,0,3,8,1400,0,2007,0,98115,47.6989,-122.317,1270,1413 +982850020,20140903T000000,382000.0,3,2.25,1450,4667,2.0,0,0,3,7,1450,0,2009,0,98028,47.7611,-122.233,1490,4667 +5649600462,20150224T000000,370000.0,2,2.5,1390,1821,2.0,0,0,3,7,1180,210,2007,0,98118,47.5537,-122.282,1350,1821 +3449820430,20141006T000000,553000.0,3,2.75,3160,9072,2.0,0,0,3,9,3160,0,2005,0,98056,47.5147,-122.177,3160,9072 +9533100285,20140630T000000,2065000.0,4,3.75,4350,7965,2.0,0,0,3,10,4350,0,2013,0,98004,47.6289,-122.205,2190,8557 +923059259,20150401T000000,455950.0,4,2.5,2720,5771,2.0,0,0,3,8,2720,0,2015,0,98056,47.4917,-122.17,1940,4184 +6431000748,20141027T000000,331000.0,3,3.25,1290,1153,3.0,0,0,3,7,1290,0,2008,0,98103,47.6904,-122.346,1290,1200 +3753000010,20140507T000000,417250.0,3,2.25,1606,1452,3.0,0,0,3,8,1606,0,2009,0,98125,47.7175,-122.284,1516,1939 +6169901185,20140520T000000,490000.0,5,3.5,4460,2975,3.0,0,2,3,10,3280,1180,2015,0,98119,47.6313,-122.37,2490,4231 +2309710150,20140804T000000,325000.0,4,3.25,2800,5291,2.0,0,0,3,7,2800,0,2011,0,98022,47.1937,-121.977,2380,5291 +1773600264,20150223T000000,705000.0,5,3.5,3250,4800,2.0,0,0,3,9,2410,840,2010,0,98106,47.5618,-122.362,1330,4920 +6061500100,20140717T000000,1174660.0,6,3.5,4310,7760,2.0,0,0,3,10,3260,1050,2013,0,98059,47.5297,-122.155,4620,10217 +1282300995,20150222T000000,365000.0,3,2.25,1310,915,2.0,0,0,3,7,1060,250,2007,0,98144,47.5738,-122.293,1500,1215 +597000593,20141117T000000,403000.0,2,1.5,1240,1101,2.0,0,0,3,8,1080,160,2009,0,98144,47.5758,-122.309,1530,1209 +7853321110,20140813T000000,409000.0,3,2.5,1950,7263,2.0,0,0,3,7,1950,0,2007,0,98065,47.5194,-121.869,2190,5900 +3278612450,20150407T000000,391000.0,3,2.5,1800,1120,2.0,0,0,3,8,1800,0,2011,0,98126,47.5436,-122.369,1800,2380 +1438000120,20140616T000000,542525.0,4,2.5,2650,5600,2.0,0,0,3,8,2650,0,2014,0,98059,47.4786,-122.122,2650,5600 +9521100301,20140507T000000,339950.0,2,1.0,820,681,3.0,0,0,3,8,820,0,2006,0,98103,47.6619,-122.352,820,1156 +1442870040,20140819T000000,499990.0,4,2.75,2620,7001,2.0,0,0,3,8,2620,0,2012,0,98045,47.4838,-121.769,2620,6543 +644000115,20140923T000000,1765000.0,4,3.25,3980,10249,2.0,0,0,3,10,3980,0,2011,0,98004,47.5873,-122.196,2450,10912 +6372000297,20150323T000000,608000.0,3,3.5,1660,2298,2.0,0,0,3,8,1260,400,2009,0,98116,47.5809,-122.403,1500,2198 +6600060150,20150312T000000,392000.0,4,2.5,2130,4028,2.0,0,0,3,8,2130,0,2014,0,98146,47.5108,-122.363,1830,7817 +774101755,20150417T000000,320000.0,3,1.75,1790,66250,1.5,0,0,3,7,1790,0,2003,0,98014,47.7179,-121.403,1440,59346 +2895800750,20150417T000000,274800.0,3,1.75,1410,1988,2.0,0,0,3,8,1410,0,2014,0,98106,47.5171,-122.347,1410,1899 +2424039029,20150427T000000,325000.0,3,2.25,1330,1198,2.0,0,0,3,8,1080,250,2007,0,98106,47.555,-122.362,1260,1062 +3448740360,20150429T000000,418500.0,4,2.5,2190,4866,2.0,0,0,3,7,2190,0,2009,0,98059,47.4907,-122.152,2190,5670 +3832050580,20140502T000000,300000.0,3,2.5,2540,5050,2.0,0,0,3,7,2540,0,2006,0,98042,47.3358,-122.055,2280,5050 +3094000210,20150105T000000,269950.0,3,2.5,2244,4079,2.0,0,0,3,7,2244,0,2012,0,98001,47.2606,-122.254,2077,4078 +321030150,20150506T000000,358000.0,3,2.5,2026,7611,2.0,0,0,3,8,2026,0,2010,0,98042,47.3733,-122.162,2270,7611 +7694200090,20150504T000000,350000.0,3,2.5,1730,4086,2.0,0,0,3,8,1730,0,2013,0,98146,47.5016,-122.341,2030,4086 +3299710110,20140528T000000,782000.0,4,3.5,3910,8095,2.0,0,0,3,9,3130,780,2007,0,98029,47.5588,-122.036,3770,7021 +3879900754,20140915T000000,779000.0,3,2.5,1580,1487,3.0,0,1,3,9,1580,0,2009,0,98119,47.6276,-122.359,1610,1297 +8732900300,20141217T000000,685000.0,4,2.5,2510,3479,2.0,0,0,3,8,2510,0,2007,0,98052,47.6981,-122.099,2540,4171 +6021503698,20140529T000000,305000.0,2,2.25,1000,905,3.0,0,0,3,8,1000,0,2006,0,98117,47.6842,-122.387,980,1023 +3333000745,20150417T000000,350000.0,4,2.5,1660,2500,2.0,0,0,3,7,1660,0,2007,0,98118,47.5437,-122.283,1030,5000 +3630220220,20140923T000000,775000.0,4,3.5,3060,4573,2.0,0,0,3,9,2410,650,2012,0,98029,47.5522,-122.001,3170,3634 +9478500180,20140828T000000,317750.0,3,2.5,1980,4500,2.0,0,0,3,7,1980,0,2012,0,98042,47.3682,-122.117,1980,4500 +2771602427,20140508T000000,438000.0,2,1.0,980,1179,2.0,0,0,3,8,980,0,2010,0,98119,47.6381,-122.375,1190,1600 +1498301168,20140528T000000,325000.0,2,2.5,1050,1609,2.0,0,0,3,7,1050,0,2005,0,98144,47.5854,-122.313,1120,1693 +8562790580,20150428T000000,830000.0,4,3.25,3080,4287,2.0,0,0,3,10,2230,850,2012,0,98027,47.5313,-122.076,2250,2520 +2325400040,20140922T000000,353000.0,3,2.25,1900,3800,2.0,0,0,3,7,1900,0,2006,0,98059,47.4866,-122.16,1950,3800 +5045700330,20140725T000000,460000.0,4,2.5,2200,6400,2.0,0,0,3,8,2200,0,2010,0,98059,47.4856,-122.156,2600,5870 +3126049498,20150316T000000,370000.0,3,1.5,1360,1167,3.0,0,0,3,8,1360,0,2008,0,98103,47.6962,-122.349,1360,1167 +9578140360,20140619T000000,330000.0,3,2.5,2238,7209,2.0,0,0,3,8,2238,0,2011,0,98023,47.2966,-122.353,2456,7212 +3343901408,20150128T000000,569888.0,4,2.5,2590,6474,2.0,0,0,3,8,2590,0,2014,0,98056,47.5164,-122.19,1960,8679 +7859910110,20140918T000000,353900.0,3,2.5,2517,3900,2.0,0,0,3,8,2517,0,2014,0,98092,47.3211,-122.182,2390,7108 +7852120180,20150304T000000,695000.0,4,3.5,3510,9084,2.0,0,0,3,10,3510,0,2001,0,98065,47.5402,-121.875,3690,9568 +9268850180,20140718T000000,288790.0,3,1.75,1290,1237,2.0,0,0,3,7,1060,230,2008,0,98027,47.54,-122.026,1370,942 +6031400092,20150213T000000,334950.0,5,3.0,2230,8642,1.0,0,0,3,7,1330,900,2014,0,98168,47.487,-122.32,2100,11056 +1853080790,20141215T000000,869950.0,4,2.75,3140,7928,2.0,0,0,3,9,3140,0,2013,0,98074,47.5923,-122.058,3500,7055 +1624049291,20141008T000000,557500.0,3,3.5,3350,5025,2.0,0,2,3,8,2670,680,2014,0,98144,47.5699,-122.296,2030,5117 +7237450100,20140919T000000,389990.0,4,2.5,2245,4330,2.0,0,0,3,8,2245,0,2014,0,98038,47.3557,-122.063,2530,4478 +9521100214,20140604T000000,455000.0,3,1.75,1420,1189,3.0,0,0,3,8,1420,0,2006,0,98103,47.6625,-122.352,1380,1196 +5693501102,20141030T000000,598500.0,3,3.0,1560,2091,3.0,0,0,3,8,1560,0,2006,0,98103,47.6604,-122.352,1530,2091 +6891100590,20150302T000000,750000.0,4,2.75,2810,5497,2.0,0,0,3,9,2810,0,2011,0,98052,47.7081,-122.116,2990,5842 +2254501095,20141113T000000,729999.0,2,2.25,1630,1686,2.0,0,0,3,10,1330,300,2014,0,98122,47.6113,-122.314,1570,2580 +9478550110,20150303T000000,299950.0,3,2.5,1740,4497,2.0,0,0,3,7,1740,0,2012,0,98042,47.3697,-122.117,1950,4486 +993001961,20140709T000000,374950.0,3,2.25,1390,1484,3.0,0,0,3,8,1390,0,2007,0,98103,47.6912,-122.343,1250,1087 +9274200028,20150219T000000,386950.0,3,2.5,1070,1089,2.0,0,0,3,7,900,170,2009,0,98116,47.5902,-122.387,1450,1437 +7708200180,20140710T000000,535000.0,5,3.25,2850,4551,2.0,0,0,3,8,2370,480,2006,0,98059,47.4916,-122.144,2850,4849 +8691430330,20140831T000000,890000.0,5,3.25,4100,7578,2.0,0,2,3,10,4100,0,2011,0,98075,47.5955,-121.974,3710,8156 +8924100308,20150203T000000,1050000.0,4,2.5,3260,5974,2.0,0,1,3,9,2820,440,2007,0,98115,47.6772,-122.267,2260,6780 +1070000180,20141015T000000,1107460.0,4,3.5,3660,4760,2.0,0,0,3,9,2840,820,2014,0,98199,47.6482,-122.409,3210,4640 +1085623630,20141003T000000,436952.0,4,2.5,2708,4772,2.0,0,0,3,9,2708,0,2014,0,98092,47.3413,-122.178,2502,4900 +3278605550,20140609T000000,365000.0,3,2.5,1800,2700,2.0,0,0,3,8,1800,0,2011,0,98126,47.5458,-122.369,1580,2036 +1139000062,20140625T000000,288000.0,3,2.5,1150,887,3.0,0,0,3,7,1150,0,2007,0,98133,47.7072,-122.356,1180,915 +2838000180,20150220T000000,700000.0,3,2.5,2230,4006,2.0,0,0,3,8,2230,0,2014,0,98133,47.73,-122.335,2230,4180 +2725079018,20140509T000000,800000.0,4,3.25,3540,159430,2.0,0,0,3,9,3540,0,2007,0,98014,47.6285,-121.899,1940,392040 +7104100110,20150511T000000,899000.0,4,3.5,2490,5500,2.0,0,0,3,9,1780,710,2015,0,98136,47.5499,-122.393,1710,5500 +259500230,20141218T000000,465750.0,3,2.5,2670,4534,2.0,0,0,3,9,2670,0,2007,0,98056,47.51,-122.184,3040,5079 +9523100712,20140618T000000,485000.0,2,2.5,1430,923,3.0,0,0,3,8,1410,20,2008,0,98103,47.6683,-122.355,1620,1505 +1438000360,20140603T000000,494995.0,5,2.75,2670,3800,2.0,0,0,3,8,2670,0,2014,0,98059,47.4783,-122.123,2670,3800 +1608000120,20150202T000000,255000.0,3,2.5,2555,5720,2.0,0,0,3,8,2555,0,2006,0,98031,47.386,-122.184,2844,5769 +7853361120,20140729T000000,530000.0,3,2.5,1970,6295,2.0,0,0,3,7,1970,0,2011,0,98065,47.5158,-121.874,2710,6009 +2461900448,20140616T000000,435000.0,3,2.0,1980,2674,3.0,0,0,3,8,1980,0,2007,0,98136,47.5524,-122.382,1440,2674 +1703400910,20140811T000000,639000.0,3,2.5,2010,3300,2.0,0,0,3,9,1610,400,2014,0,98118,47.5573,-122.287,1660,4950 +8024200683,20140709T000000,440000.0,3,1.5,1270,1413,3.0,0,0,3,8,1270,0,2007,0,98115,47.6989,-122.317,1270,1413 +9544700730,20140515T000000,914500.0,4,2.5,3950,10856,3.0,0,0,3,10,3950,0,2013,0,98075,47.5818,-121.996,3200,10856 +8682320900,20141105T000000,580000.0,3,2.0,1870,5300,1.0,0,0,3,8,1870,0,2009,0,98053,47.7106,-122.02,1870,5050 +3278600750,20150407T000000,250000.0,1,1.5,1180,1688,2.0,0,0,3,8,1070,110,2007,0,98126,47.549,-122.372,1380,2059 +5676000008,20150316T000000,410000.0,3,2.5,1420,1269,3.0,0,0,3,7,1420,0,2007,0,98103,47.6904,-122.342,1420,1300 +3744000150,20140928T000000,531155.0,4,2.75,2810,5046,2.0,0,0,3,9,2810,0,2014,0,98038,47.3559,-122.022,3060,4934 +3630080120,20140919T000000,358000.0,3,2.5,1400,1529,2.0,0,0,3,7,1400,0,2005,0,98029,47.5535,-121.997,1440,1536 +7853360620,20140701T000000,425000.0,3,2.5,1950,5689,2.0,0,0,3,7,1950,0,2009,0,98065,47.5158,-121.873,2190,5653 +255550100,20140711T000000,326000.0,3,2.25,1930,3462,2.0,0,0,3,7,1930,0,2004,0,98019,47.7453,-121.985,1930,2952 +9268200484,20140513T000000,650000.0,4,2.5,2210,4861,2.0,0,0,3,9,2210,0,2013,0,98117,47.6959,-122.364,1590,5080 +8562790720,20150514T000000,749950.0,4,3.5,2630,3757,2.0,0,0,3,10,2200,430,2008,0,98027,47.5322,-122.075,2620,2699 +7140700690,20150312T000000,239950.0,3,1.75,1600,4888,1.0,0,0,3,6,1600,0,2014,0,98042,47.383,-122.097,2520,5700 +3624039183,20140609T000000,315000.0,3,2.5,1480,1590,2.0,0,0,3,8,1150,330,2010,0,98106,47.5302,-122.362,1480,5761 +2254502071,20140523T000000,375000.0,2,2.5,750,1430,2.0,0,0,3,8,750,0,2006,0,98122,47.6093,-122.31,1320,2790 +4310702838,20150427T000000,375000.0,3,1.5,1290,1213,3.0,0,0,3,8,1290,0,2007,0,98103,47.6965,-122.34,1360,1227 +6431000749,20140922T000000,349000.0,3,3.25,1340,1151,3.0,0,0,3,7,1340,0,2008,0,98103,47.6904,-122.346,1290,1200 +3362401761,20150225T000000,450000.0,2,1.5,1020,1049,3.0,0,0,3,8,1020,0,2008,0,98103,47.68,-122.348,1350,1395 +3629700120,20141014T000000,669950.0,3,3.0,2330,1944,2.5,0,0,3,8,1950,380,2014,0,98027,47.5446,-122.016,2290,1407 +3226049565,20140711T000000,504600.0,5,3.0,2360,5000,1.0,0,0,3,7,1390,970,2008,0,98103,47.6931,-122.33,2180,5009 +567000408,20140602T000000,400000.0,3,2.5,1495,936,3.0,0,0,3,8,1405,90,2006,0,98144,47.593,-122.295,1495,1186 +825059349,20140701T000000,1020000.0,4,3.5,3770,8501,2.0,0,0,3,10,3770,0,2008,0,98033,47.6744,-122.196,1520,9660 +7787920230,20150408T000000,518000.0,5,2.5,2890,13104,2.0,0,0,3,8,2890,0,2006,0,98019,47.7277,-121.958,3020,9300 +5694000706,20140813T000000,535000.0,3,2.75,1320,1125,3.0,0,0,3,8,1320,0,2008,0,98103,47.6598,-122.348,1320,1266 +1760650900,20140721T000000,337500.0,4,2.5,2330,4907,2.0,0,0,3,7,2330,0,2013,0,98042,47.359,-122.081,2300,3836 +2021000180,20150310T000000,380000.0,4,2.5,3120,5001,2.0,0,0,3,9,3120,0,2005,0,98023,47.2779,-122.349,3120,5244 +6400700389,20140710T000000,875000.0,5,3.0,2960,15152,2.0,0,0,3,9,2960,0,2004,0,98033,47.6689,-122.179,1850,9453 +6431000987,20140902T000000,385000.0,3,2.25,1630,1598,3.0,0,0,3,8,1630,0,2008,0,98103,47.6904,-122.347,1320,1605 +2311400056,20141201T000000,1987500.0,5,3.5,5230,8960,2.0,0,0,3,11,4450,780,2014,0,98004,47.5964,-122.201,2310,9603 +3224059107,20150508T000000,649500.0,4,3.0,3150,6599,2.0,0,0,3,9,3150,0,2008,0,98056,47.5279,-122.199,2680,9430 +1245002281,20140512T000000,1050000.0,4,3.75,3280,11000,2.0,0,0,3,10,2320,960,2008,0,98033,47.6855,-122.201,2400,8351 +121039156,20150109T000000,249000.0,3,1.0,1030,24750,1.0,0,2,3,5,1030,0,1943,0,98023,47.3343,-122.362,2810,28800 +9211000110,20141003T000000,525000.0,4,2.5,3130,5795,2.0,0,0,3,9,3130,0,2008,0,98059,47.4997,-122.151,2950,5259 +7625702263,20140612T000000,402000.0,3,3.5,1240,1666,2.0,0,0,3,7,1000,240,2008,0,98136,47.5496,-122.388,1110,1027 +8085400586,20141101T000000,1750000.0,4,2.75,3560,8975,2.0,0,0,3,10,3560,0,2014,0,98004,47.6322,-122.209,3440,12825 +2895800590,20141020T000000,359800.0,5,2.5,2170,2752,2.0,0,0,3,8,2170,0,2014,0,98106,47.5167,-122.347,1800,2752 +100300530,20140925T000000,330000.0,3,2.5,1520,3003,2.0,0,0,3,7,1520,0,2009,0,98059,47.4876,-122.153,1820,3030 +4092302096,20150325T000000,433000.0,3,2.5,1270,1062,2.0,0,0,3,8,1060,210,2008,0,98105,47.6568,-122.321,1260,1112 +7010700308,20141112T000000,1010800.0,4,3.25,3610,4000,2.0,0,0,3,9,2640,970,2007,0,98199,47.658,-122.396,1980,4000 +7853370100,20150406T000000,599832.0,3,2.75,3230,5200,2.0,0,0,3,9,2680,550,2014,0,98065,47.519,-121.878,3100,4900 +6181500120,20140623T000000,312891.0,5,3.0,2300,8214,2.0,0,0,3,8,2300,0,2013,0,98001,47.3052,-122.276,2594,4950 +567000775,20140912T000000,449000.0,2,2.5,1460,1296,2.0,0,0,3,8,1160,300,2008,0,98144,47.5923,-122.296,1460,1296 +3331000035,20140527T000000,495000.0,3,2.5,1750,1548,3.0,0,0,3,9,1750,0,2013,0,98118,47.5532,-122.282,1750,3960 +4216500110,20140515T000000,819995.0,5,2.75,3030,10335,2.0,0,0,3,9,3030,0,2013,0,98056,47.5305,-122.184,2720,11213 +2776600082,20141113T000000,407500.0,3,3.5,1522,1465,2.0,0,0,3,8,1248,274,2006,0,98117,47.6922,-122.375,1522,1341 +323079058,20150105T000000,850000.0,4,3.75,3890,22000,2.0,0,0,3,10,3890,0,2007,0,98027,47.5052,-121.906,1610,23142 +1088100450,20140725T000000,1720000.0,5,4.0,4590,35046,2.0,0,0,3,10,4590,0,2008,0,98033,47.6647,-122.16,3350,35857 +98300230,20150428T000000,1459000.0,4,4.0,4620,130208,2.0,0,0,3,10,4620,0,2014,0,98024,47.5885,-121.939,4620,131007 +847100047,20140917T000000,579000.0,4,2.75,3220,9825,2.0,0,0,3,8,3220,0,2012,0,98059,47.4863,-122.143,2820,8566 +1853080150,20140811T000000,890776.0,5,2.75,3170,8093,2.0,0,0,3,9,3170,0,2014,0,98075,47.5933,-122.06,3210,7062 +6021503707,20150120T000000,352500.0,2,2.5,980,1010,3.0,0,0,3,8,980,0,2008,0,98117,47.6844,-122.387,980,1023 +9512200090,20150501T000000,529000.0,3,1.75,2340,7724,1.0,0,0,3,10,2340,0,2010,0,98058,47.4593,-122.134,3040,5787 +9268850040,20150327T000000,484000.0,3,2.25,1620,1425,3.0,0,0,3,8,1540,80,2009,0,98027,47.5405,-122.026,1620,1237 +7283900306,20150417T000000,400000.0,3,2.5,1910,4408,3.0,0,0,3,8,1910,0,2007,0,98133,47.7634,-122.35,1910,8154 +1980200236,20150417T000000,649950.0,3,2.5,2420,6847,2.0,0,0,3,9,2420,0,2009,0,98133,47.7329,-122.356,1180,8100 +2413910120,20140702T000000,915000.0,3,4.5,3850,62726,2.0,0,0,3,10,3120,730,2013,0,98053,47.6735,-122.058,2630,46609 +7787920180,20150504T000000,534950.0,5,2.5,3220,10572,2.0,0,0,3,8,3220,0,2006,0,98019,47.7268,-121.957,2890,9090 +1283800110,20140506T000000,776000.0,4,2.5,3040,6425,2.0,0,0,3,8,3040,0,2008,0,98052,47.6788,-122.117,3040,7800 +6140100028,20150501T000000,370000.0,3,1.75,1496,1423,2.0,0,0,3,8,1248,248,2006,0,98133,47.715,-122.355,1460,1423 +1972200555,20140714T000000,610000.0,3,1.75,1630,1500,3.0,0,0,3,8,1630,0,2014,0,98103,47.6536,-122.354,1570,1335 +6891100090,20141014T000000,850000.0,5,3.5,4200,5400,2.0,0,0,3,9,3140,1060,2012,0,98052,47.7077,-122.12,3300,5564 +3438503021,20141105T000000,443000.0,3,2.5,2430,7049,2.0,0,0,3,8,2430,0,2007,0,98106,47.5399,-122.352,1770,7049 +4233600150,20150203T000000,1150000.0,5,4.25,4010,8252,2.0,0,0,3,10,4010,0,2015,0,98075,47.5974,-122.013,3370,8252 +2770601782,20140801T000000,453000.0,3,2.5,1510,1618,2.5,0,0,3,8,1330,180,2011,0,98199,47.6515,-122.384,1350,1397 +9268851020,20150410T000000,735000.0,4,3.5,2340,2810,2.0,0,2,3,8,1730,610,2011,0,98027,47.5403,-122.028,2600,2843 +8682291050,20140708T000000,810000.0,2,2.75,2700,8572,1.0,0,0,3,9,2700,0,2007,0,98053,47.7236,-122.033,2680,8569 +9468200109,20140617T000000,1555000.0,3,3.5,4360,6240,2.0,0,3,3,10,2960,1400,2008,0,98103,47.6791,-122.354,1920,3910 +2524069097,20140509T000000,2238890.0,5,6.5,7270,130017,2.0,0,0,3,12,6420,850,2010,0,98027,47.5371,-121.982,1800,44890 +7625702441,20140808T000000,377500.0,3,2.5,1350,886,3.0,0,0,3,8,1270,80,2006,0,98136,47.5491,-122.387,1350,886 +9521100866,20140618T000000,482000.0,3,3.25,1380,1120,3.0,0,0,3,8,1380,0,2008,0,98103,47.6617,-122.349,1310,1405 +148000072,20140818T000000,600000.0,2,2.5,1830,1988,2.0,0,0,3,9,1530,300,2011,0,98116,47.5779,-122.409,1800,2467 +1493300057,20140807T000000,420000.0,3,2.5,1470,1571,2.0,0,0,3,8,1180,290,2007,0,98116,47.5722,-122.387,1580,4329 +3304030220,20150421T000000,480000.0,4,2.5,2940,9172,2.0,0,0,3,9,2940,0,2006,0,98001,47.3444,-122.269,2660,7955 +7625702277,20150331T000000,406000.0,2,2.0,1110,1095,3.0,0,0,3,7,980,130,2008,0,98136,47.5494,-122.388,1110,1083 +1023059465,20140513T000000,505000.0,4,2.5,2790,5602,2.0,0,0,3,8,2790,0,2009,0,98059,47.4959,-122.15,2790,5309 +3262300818,20150227T000000,1865000.0,4,3.75,3790,8797,2.0,0,0,3,11,3290,500,2006,0,98039,47.6351,-122.236,2660,12150 +2937300040,20141215T000000,942990.0,4,2.5,3570,6218,2.0,0,0,3,9,3570,0,2014,0,98052,47.7046,-122.123,3230,5972 +2768100206,20141001T000000,440000.0,3,2.25,1230,1097,3.0,0,0,3,8,1230,0,2009,0,98107,47.6697,-122.372,1420,1437 +7904700134,20140626T000000,390000.0,3,3.25,1370,913,2.0,0,0,3,8,1100,270,2006,0,98116,47.5636,-122.388,1370,915 +9521100867,20140711T000000,475000.0,3,3.25,1380,1121,3.0,0,0,3,8,1380,0,2008,0,98103,47.6617,-122.349,1310,1405 +1702901618,20150407T000000,420000.0,1,2.0,1070,675,2.0,0,0,3,8,880,190,2007,0,98118,47.5574,-122.284,1220,788 +7237550100,20140825T000000,1408760.0,4,4.0,4920,50621,2.0,0,0,3,10,4280,640,2012,0,98053,47.6575,-122.006,4920,74052 +7430500110,20141209T000000,1378000.0,5,3.5,5150,12230,2.0,0,2,3,10,3700,1450,2007,0,98008,47.6249,-122.09,2940,13462 +603000555,20150302T000000,462500.0,6,3.0,2390,4000,2.0,0,0,3,7,2390,0,2014,0,98118,47.5173,-122.286,1680,5000 +3304300300,20150507T000000,579950.0,4,2.75,2460,8643,2.0,0,0,3,9,2460,0,2011,0,98059,47.4828,-122.133,3110,8626 +6453550090,20150505T000000,861111.0,4,2.5,3650,7090,2.0,0,0,3,10,3650,0,2008,0,98074,47.606,-122.052,3860,7272 +2625069038,20141124T000000,1450000.0,4,3.5,4300,108865,2.0,0,0,3,11,4300,0,2014,0,98074,47.6258,-122.005,4650,107498 +1760650820,20150428T000000,290000.0,3,2.25,1610,3764,2.0,0,0,3,7,1610,0,2012,0,98042,47.3589,-122.083,1610,3825 +9578060230,20140618T000000,535000.0,4,2.5,2610,4595,2.0,0,0,3,8,2610,0,2008,0,98028,47.7728,-122.235,2440,4588 +3416600750,20150217T000000,585000.0,3,2.5,1750,1381,3.0,0,0,3,8,1750,0,2008,0,98122,47.6021,-122.294,1940,4800 +2487200490,20140623T000000,670000.0,3,2.5,3310,5300,2.0,0,2,3,8,2440,870,2008,0,98136,47.5178,-122.389,2140,7500 +8964800330,20150407T000000,3000000.0,4,3.75,5090,14823,1.0,0,0,3,11,4180,910,2013,0,98004,47.62,-122.207,3030,12752 +5637500082,20141203T000000,346000.0,3,2.0,1060,1184,2.0,0,0,3,7,730,330,2006,0,98136,47.5443,-122.385,1270,1601 +324069112,20140617T000000,1325000.0,4,4.0,4420,16526,2.0,0,0,3,11,4420,0,2013,0,98075,47.5914,-122.027,3510,50447 +524059322,20150226T000000,999999.0,3,2.5,2100,4097,2.0,0,0,3,9,2100,0,2008,0,98004,47.5983,-122.2,1780,4764 +889000025,20140811T000000,599000.0,3,1.75,1650,1180,3.0,0,0,3,8,1650,0,2014,0,98105,47.6636,-122.319,1720,1960 +2909310100,20141015T000000,332000.0,4,2.5,2380,5737,2.0,0,0,3,7,2380,0,2010,0,98023,47.2815,-122.356,2380,5396 +8562780180,20140612T000000,336750.0,2,2.25,1170,1011,2.0,0,0,3,7,1170,0,2009,0,98027,47.5321,-122.073,1240,750 +1043000100,20141211T000000,370000.0,4,2.5,2531,6843,2.0,0,0,3,8,2531,0,2013,0,98030,47.385,-122.189,2604,6238 +1865400076,20140509T000000,324000.0,3,2.25,998,904,2.0,0,0,3,7,798,200,2007,0,98117,47.6983,-122.367,998,1110 +8902000201,20150219T000000,338500.0,3,2.25,1333,1470,3.0,0,3,3,7,1333,0,2009,0,98125,47.7058,-122.302,1360,1680 +715010530,20150113T000000,1881580.0,5,3.5,4410,13000,2.0,0,3,3,10,2920,1490,2014,0,98006,47.5382,-122.111,5790,12969 +4253400100,20150410T000000,402723.0,3,2.75,1160,1073,2.0,0,0,3,7,880,280,2007,0,98144,47.5788,-122.315,1250,5400 +3874900085,20150227T000000,715000.0,4,3.25,2630,7770,2.0,0,0,3,9,2630,0,2014,0,98126,47.5459,-122.377,1370,7770 +1972200227,20141007T000000,459000.0,3,1.5,1160,1031,3.0,0,0,3,8,1160,0,2008,0,98103,47.6538,-122.357,1268,1688 +8562770720,20150423T000000,589999.0,3,2.5,2140,3628,2.0,0,0,3,8,1960,180,2006,0,98027,47.537,-122.074,2280,2812 +6669080120,20141215T000000,405000.0,4,2.5,1980,5020,2.0,0,0,3,7,1980,0,2007,0,98056,47.5147,-122.19,1980,5064 +9211010300,20140707T000000,509900.0,3,2.5,3030,9053,2.0,0,0,3,8,3030,0,2009,0,98059,47.4945,-122.149,3010,6026 +3277800823,20140820T000000,327000.0,2,2.0,1490,1627,2.0,0,0,3,8,1190,300,2009,0,98126,47.5455,-122.375,1400,1498 +8835770330,20140819T000000,1057000.0,2,1.5,2370,184231,2.0,0,0,3,11,2370,0,2005,0,98045,47.4543,-121.778,3860,151081 +1220000371,20141231T000000,327500.0,3,2.5,1820,1866,2.0,0,0,3,8,1570,250,2008,0,98166,47.4643,-122.346,1660,6900 +880000205,20140729T000000,249000.0,3,2.0,1260,1125,2.0,0,0,3,7,810,450,2011,0,98106,47.5262,-122.361,1260,1172 +1561750040,20141224T000000,1375000.0,5,4.5,4350,13405,2.0,0,0,3,11,4350,0,2014,0,98074,47.6018,-122.06,3990,7208 +688000017,20140627T000000,516500.0,1,1.25,1100,638,3.0,0,0,3,9,1100,0,2014,0,98112,47.6228,-122.307,1110,1933 +2522059251,20150409T000000,465000.0,3,2.5,2050,15035,2.0,0,0,3,9,2050,0,2006,0,98042,47.3619,-122.122,1300,15836 +2855000110,20140808T000000,388000.0,3,2.5,2198,6222,2.0,0,2,3,8,2198,0,2010,0,98198,47.3906,-122.304,2198,7621 +6821101731,20140930T000000,549000.0,3,2.25,1230,1380,3.0,0,0,3,8,1230,0,2013,0,98199,47.6521,-122.4,1760,5664 +476000017,20141003T000000,553000.0,2,2.0,1400,1512,2.0,0,0,3,8,940,460,2006,0,98107,47.6719,-122.392,1400,3500 +2770603523,20150422T000000,530000.0,3,2.5,1410,1250,2.0,0,0,3,8,1140,270,2010,0,98119,47.6515,-122.375,1720,2825 +2255500123,20140820T000000,747450.0,3,2.5,2110,1339,2.0,0,0,3,8,1410,700,2014,0,98122,47.6088,-122.311,1630,2670 +3438501329,20140520T000000,305000.0,2,2.5,1590,2656,2.0,0,0,3,7,1220,370,2009,0,98106,47.5489,-122.364,1590,2306 +423059387,20141118T000000,540000.0,5,2.5,3370,4850,2.0,0,0,3,9,3370,0,2007,0,98056,47.5078,-122.169,2900,5570 +6664500090,20150115T000000,750000.0,5,4.0,4500,8130,2.0,0,0,3,10,4500,0,2007,0,98059,47.4832,-122.145,2840,8402 +2122059216,20150414T000000,422000.0,4,2.5,2930,5973,2.0,0,0,3,10,2930,0,2008,0,98030,47.3846,-122.186,3038,7095 +9406530090,20141020T000000,337000.0,4,2.5,2470,5100,2.0,0,0,3,8,2470,0,2005,0,98038,47.3622,-122.041,2240,5123 +7168100015,20141009T000000,579950.0,5,2.75,3080,5752,2.0,0,0,3,9,3080,0,2014,0,98059,47.4922,-122.153,3000,4650 +5007500120,20150226T000000,341780.0,4,2.75,2260,4440,2.0,0,0,3,7,2260,0,2014,0,98001,47.3507,-122.291,2260,4563 +3528900770,20150423T000000,710200.0,4,3.0,1670,2642,2.0,0,0,3,8,1350,320,2008,0,98109,47.6397,-122.345,1670,2594 +9521100031,20140618T000000,690000.0,3,3.25,1540,1428,3.0,0,0,3,9,1540,0,2013,0,98103,47.6648,-122.353,1660,3300 +524059330,20150130T000000,1700000.0,4,3.5,3830,8963,2.0,0,0,3,10,3120,710,2014,0,98004,47.599,-122.197,2190,10777 +6021503705,20141015T000000,329000.0,2,2.5,980,1020,3.0,0,0,3,8,980,0,2008,0,98117,47.6844,-122.387,980,1023 +3438501862,20140513T000000,330000.0,3,2.5,1450,5008,1.0,0,0,3,7,840,610,2007,0,98106,47.5435,-122.357,2120,5019 +3345700207,20150502T000000,608500.0,4,3.5,2850,5577,2.0,0,0,3,8,1950,900,2014,0,98056,47.5252,-122.192,2850,5708 +6056111067,20140707T000000,230000.0,3,1.75,1140,1201,2.0,0,0,3,8,1140,0,2014,0,98108,47.5637,-122.295,1210,1552 +8562790760,20140520T000000,785000.0,4,3.5,3070,4684,2.0,0,0,3,10,2190,880,2009,0,98027,47.5316,-122.076,2290,2664 +1931300090,20140507T000000,610950.0,3,3.0,1680,1570,3.0,0,0,3,8,1680,0,2014,0,98103,47.6572,-122.346,1640,4800 +9578500790,20141111T000000,399950.0,3,2.5,3087,5002,2.0,0,0,3,8,3087,0,2014,0,98023,47.2974,-122.349,2927,5183 +9253900271,20150107T000000,3567000.0,5,4.5,4850,10584,2.0,1,4,3,10,3540,1310,2007,0,98008,47.5943,-122.11,3470,18270 +3881900317,20150123T000000,579000.0,4,3.25,1900,2631,2.0,0,0,3,9,1250,650,2014,0,98144,47.5869,-122.311,1710,4502 +567000385,20140623T000000,362500.0,2,1.5,940,1768,2.0,0,0,3,7,940,0,2009,0,98144,47.5925,-122.295,1130,1159 +7011201004,20140529T000000,645000.0,3,3.25,1730,1229,2.0,0,2,3,9,1320,410,2008,0,98119,47.6374,-122.369,1710,1686 +7853420110,20141003T000000,594866.0,3,3.0,2780,6000,2.0,0,0,3,9,2780,0,2013,0,98065,47.5184,-121.886,2850,6000 +7853420110,20150504T000000,625000.0,3,3.0,2780,6000,2.0,0,0,3,9,2780,0,2013,0,98065,47.5184,-121.886,2850,6000 +3052700432,20141112T000000,490000.0,3,2.25,1500,1290,2.0,0,0,3,8,1220,280,2006,0,98117,47.6785,-122.375,1460,1375 +2025049203,20140610T000000,399950.0,2,1.0,710,1157,2.0,0,0,4,7,710,0,1943,0,98102,47.6413,-122.329,1370,1173 +952006823,20141202T000000,380000.0,3,2.5,1260,900,2.0,0,0,3,7,940,320,2007,0,98116,47.5621,-122.384,1310,1415 +3832050760,20140828T000000,270000.0,3,2.5,1870,5000,2.0,0,0,3,7,1870,0,2009,0,98042,47.3339,-122.055,2170,5399 +2767604724,20141015T000000,505000.0,2,2.5,1430,1201,3.0,0,0,3,8,1430,0,2009,0,98107,47.6707,-122.381,1430,1249 +6632300207,20150305T000000,385000.0,3,2.5,1520,1488,3.0,0,0,3,8,1520,0,2006,0,98125,47.7337,-122.309,1520,1497 +2767600688,20141113T000000,414500.0,2,1.5,1210,1278,2.0,0,0,3,8,1020,190,2007,0,98117,47.6756,-122.375,1210,1118 +7570050450,20140910T000000,347500.0,3,2.5,2540,4760,2.0,0,0,3,8,2540,0,2010,0,98038,47.3452,-122.022,2540,4571 +7430200100,20140514T000000,1222500.0,4,3.5,4910,9444,1.5,0,0,3,11,3110,1800,2007,0,98074,47.6502,-122.066,4560,11063 +4140940150,20141002T000000,572000.0,4,2.75,2770,3852,2.0,0,0,3,8,2770,0,2014,0,98178,47.5001,-122.232,1810,5641 +1931300412,20150416T000000,475000.0,3,2.25,1190,1200,3.0,0,0,3,8,1190,0,2008,0,98103,47.6542,-122.346,1180,1224 +8672200110,20150317T000000,1088000.0,5,3.75,4170,8142,2.0,0,2,3,10,4170,0,2006,0,98056,47.5354,-122.181,3030,7980 +5087900040,20141017T000000,350000.0,4,2.75,2500,5995,2.0,0,0,3,8,2500,0,2008,0,98042,47.3749,-122.107,2530,5988 +1972201967,20141031T000000,520000.0,2,2.25,1530,981,3.0,0,0,3,8,1480,50,2006,0,98103,47.6533,-122.346,1530,1282 +7502800100,20140813T000000,679950.0,5,2.75,3600,9437,2.0,0,0,3,9,3600,0,2014,0,98059,47.4822,-122.131,3550,9421 +191100405,20150421T000000,1575000.0,4,3.25,3410,10125,2.0,0,0,3,10,3410,0,2007,0,98040,47.5653,-122.223,2290,10125 +8956200760,20141013T000000,541800.0,4,2.5,3118,7866,2.0,0,2,3,9,3118,0,2014,0,98001,47.2931,-122.264,2673,6500 +7202300110,20140915T000000,810000.0,4,3.0,3990,7838,2.0,0,0,3,9,3990,0,2003,0,98053,47.6857,-122.046,3370,6814 +249000205,20141015T000000,1537000.0,5,3.75,4470,8088,2.0,0,0,3,11,4470,0,2008,0,98004,47.6321,-122.2,2780,8964 +5100403806,20150407T000000,467000.0,3,2.5,1425,1179,3.0,0,0,3,8,1425,0,2008,0,98125,47.6963,-122.318,1285,1253 +844000965,20140626T000000,224000.0,3,1.75,1500,11968,1.0,0,0,3,6,1500,0,2014,0,98010,47.3095,-122.002,1320,11303 +7852140040,20140825T000000,507250.0,3,2.5,2270,5536,2.0,0,0,3,8,2270,0,2003,0,98065,47.5389,-121.881,2270,5731 +9834201367,20150126T000000,429000.0,3,2.0,1490,1126,3.0,0,0,3,8,1490,0,2014,0,98144,47.5699,-122.288,1400,1230 +3448900210,20141014T000000,610685.0,4,2.5,2520,6023,2.0,0,0,3,9,2520,0,2014,0,98056,47.5137,-122.167,2520,6023 +7936000429,20150326T000000,1007500.0,4,3.5,3510,7200,2.0,0,0,3,9,2600,910,2009,0,98136,47.5537,-122.398,2050,6200 +2997800021,20150219T000000,475000.0,3,2.5,1310,1294,2.0,0,0,3,8,1180,130,2008,0,98116,47.5773,-122.409,1330,1265 +263000018,20140521T000000,360000.0,3,2.5,1530,1131,3.0,0,0,3,8,1530,0,2009,0,98103,47.6993,-122.346,1530,1509 +6600060120,20150223T000000,400000.0,4,2.5,2310,5813,2.0,0,0,3,8,2310,0,2014,0,98146,47.5107,-122.362,1830,7200 +1523300141,20140623T000000,402101.0,2,0.75,1020,1350,2.0,0,0,3,7,1020,0,2009,0,98144,47.5944,-122.299,1020,2007 +291310100,20150116T000000,400000.0,3,2.5,1600,2388,2.0,0,0,3,8,1600,0,2004,0,98027,47.5345,-122.069,1410,1287 +1523300157,20141015T000000,325000.0,2,0.75,1020,1076,2.0,0,0,3,7,1020,0,2008,0,98144,47.5941,-122.299,1020,1357 diff --git a/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/info_mod.json b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..e3c9cd74261278649fc9fe4014c6f9019e9413b7 --- /dev/null +++ b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/info_mod.json @@ -0,0 +1,189 @@ +{ + "name": "House Sales in King County, USA", + "source": "https://www.kaggle.com/datasets/harlfoxem/housesalesprediction/data", + "data_intro": "This dataset contains house sale prices for King County, including Seattle. It includes homes sold between May 2014 and May 2015, and can be used for predicting house prices based on features such as size, condition, and location.", + "is_splited": false, + "overall_size": 21613, + "train_size": 0, + "test_size": 0, + "c_classes": 1, + "n_classes": 20, + "cat_feature_intro": {}, + "num_feature_intro": { + "id": "Unique identifier for each home in the dataset.", + "bedrooms": "Number of bedrooms in the house.", + "bathrooms": "Number of bathrooms in the house.", + "sqft_living": "Living area of the house in square feet (includes all floors).", + "sqft_lot": "Lot size in square feet.", + "floors": "Number of floors in the house.", + "waterfront": "Whether the house has a waterfront view (1 for yes, 0 for no).", + "view": "Quality of the view from the house (0: no view, 4: excellent view).", + "condition": "Condition of the house (1 to 5 scale, 5 being excellent condition).", + "grade": "Overall grade of the house, based on the combination of the materials used and the overall construction quality (1 to 13 scale).", + "sqft_above": "Square footage of the house excluding the basement.", + "sqft_basement": "Square footage of the basement (if any).", + "yr_built": "Year the house was built.", + "yr_renovated": "Year the house was last renovated (0 if never renovated).", + "zipcode": "ZIP code of the house's location.", + "lat": "Latitude of the house's location.", + "long": "Longitude of the house's location.", + "sqft_living15": "Living area of the house in square feet for the 15 nearest neighbors.", + "sqft_lot15": "Lot size in square feet for the 15 nearest neighbors." + }, + "evaluation_metric": null, + "task_type": "regression", + "target": "price", + "num_feature_value": { + "id": [ + 1000102.0, + 9900000190.0 + ], + "bedrooms": [ + 0.0, + 33.0 + ], + "bathrooms": [ + 0.0, + 8.0 + ], + "sqft_living": [ + 290.0, + 13540.0 + ], + "sqft_lot": [ + 520.0, + 1651359.0 + ], + "floors": [ + 1.0, + 3.5 + ], + "waterfront": [ + 0.0, + 1.0 + ], + "view": [ + 0.0, + 4.0 + ], + "condition": [ + 1.0, + 5.0 + ], + "grade": [ + 1.0, + 13.0 + ], + "sqft_above": [ + 290.0, + 9410.0 + ], + "sqft_basement": [ + 0.0, + 4820.0 + ], + "yr_built": [ + 1900.0, + 2015.0 + ], + "yr_renovated": [ + 0.0, + 2015.0 + ], + "zipcode": [ + 98001.0, + 98199.0 + ], + "lat": [ + 47.1559, + 47.7776 + ], + "long": [ + -122.519, + -121.315 + ], + "sqft_living15": [ + 399.0, + 6210.0 + ], + "sqft_lot15": [ + 651.0, + 871200.0 + ] + }, + "cat_feature_value": {}, + "columns": [ + "id", + "date", + "price", + "bedrooms", + "bathrooms", + "sqft_living", + "sqft_lot", + "floors", + "waterfront", + "view", + "condition", + "grade", + "sqft_above", + "sqft_basement", + "yr_built", + "yr_renovated", + "zipcode", + "lat", + "long", + "sqft_living15", + "sqft_lot15" + ], + "feature_columns": [ + "id", + "date", + "bedrooms", + "bathrooms", + "sqft_living", + "sqft_lot", + "floors", + "waterfront", + "view", + "condition", + "grade", + "sqft_above", + "sqft_basement", + "yr_built", + "yr_renovated", + "zipcode", + "lat", + "long", + "sqft_living15", + "sqft_lot15" + ], + "feature_types": { + "id": "numeric", + "date": "open_text", + "bedrooms": "numeric", + "bathrooms": "numeric", + "sqft_living": "numeric", + "sqft_lot": "numeric", + "floors": "numeric", + "waterfront": "numeric", + "view": "numeric", + "condition": "numeric", + "grade": "numeric", + "sqft_above": "numeric", + "sqft_basement": "numeric", + "yr_built": "numeric", + "yr_renovated": "numeric", + "zipcode": "numeric", + "lat": "numeric", + "long": "numeric", + "sqft_living15": "numeric", + "sqft_lot15": "numeric" + }, + "open_text_feature_intro": { + "date": "Date of house sale. This feature is typically formatted as 'YYYY-MM-DD'." + }, + "open_text_features": [ + "date" + ], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/test.csv b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..62e799a5c3e9bf40282e890bf1355fdec8c8dc34 --- /dev/null +++ b/single_point_prediction/finance/House_Sales_in_King_County_USA_B1/test.csv @@ -0,0 +1,9 @@ +id,date,price,bedrooms,bathrooms,sqft_living,sqft_lot,floors,waterfront,view,condition,grade,sqft_above,sqft_basement,yr_built,yr_renovated,zipcode,lat,long,sqft_living15,sqft_lot15 +7934000145,20141201T000000,450000.0,4,2.75,2900,6400,2.0,0,0,3,7,2040,860,1911,1970,98136,47.5563,-122.393,1340,6144 +9808700762,20140611T000000,7062500.0,5,4.5,10040,37325,2.0,1,2,3,11,7680,2360,1940,2001,98004,47.65,-122.214,3930,25449 +6762700020,20141013T000000,7700000.0,6,8.0,12050,27600,2.5,0,3,4,13,8570,3480,1910,1987,98102,47.6298,-122.323,3940,8800 +9286100200,20140813T000000,450000.0,3,2.5,1670,2589,2.0,0,0,3,8,1670,0,2000,0,98027,47.5314,-122.047,1670,2897 +3421079032,20150217T000000,75000.0,1,0.0,670,43377,1.0,0,0,3,3,670,0,1966,0,98022,47.2638,-121.906,1160,42882 +8563010420,20150204T000000,450000.0,3,1.75,1560,8968,1.0,0,0,4,8,1560,0,1972,0,98008,47.6243,-122.1,1990,8034 +40000362,20140506T000000,78000.0,2,1.0,780,16344,1.0,0,0,1,5,780,0,1942,0,98168,47.4739,-122.28,1700,10387 +9412200280,20140827T000000,450000.0,4,3.0,1890,13140,1.0,0,0,4,7,1270,620,1967,0,98027,47.5221,-122.044,1900,11160 diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_001.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_001.json new file mode 100644 index 0000000000000000000000000000000000000000..c63576ab7b1d4f4765ddbdbcae1216eca445b7c0 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_001.json @@ -0,0 +1,51 @@ +{ + "id": "001", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "Looking over our account details for customer ID 6892-BOGQE, which is under a Two year contract with automatic Bank transfer payments and PaperlessBilling enabled. Even though my Partner is on the account, we have no Dependents, and our service is quite basic—just a single phone line with no MultipleLines, and actually, we don't even have an InternetService, which explains the lack of OnlineSecurity, OnlineBackup, DeviceProtection, TechSupport, and StreamingMovies. Our MonthlyCharges are a steady $20.90, adding up to a TotalCharges of $1,493.20 so far. With this straightforward setup, do you think we're likely to stick with the service or look to leave soon?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "6892-BOGQE", + "gender": "NULL", + "SeniorCitizen": "NULL", + "Partner": "Yes", + "Dependents": "No", + "tenure": "NULL", + "PhoneService": "NULL", + "MultipleLines": "No", + "InternetService": "No", + "OnlineSecurity": "No internet service", + "OnlineBackup": "No internet service", + "DeviceProtection": "No internet service", + "TechSupport": "No internet service", + "StreamingTV": "NULL", + "StreamingMovies": "No internet service", + "Contract": "Two year", + "PaperlessBilling": "Yes", + "PaymentMethod": "Bank transfer (automatic)", + "MonthlyCharges": 20.9, + "TotalCharges": "1493.2", + "Churn": "No" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_002.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_002.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c07164ba809c6eb695cb75e0f0e4899c0603db --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_002.json @@ -0,0 +1,51 @@ +{ + "id": "002", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "The monthly statement for account 5196-SGOAK landed in my inbox today, and I'm a bit concerned about this new customer. She's a younger woman living independently, having joined just one month ago with our fiber optic internet package. Her phone service is basic - no extra lines - and while she took online backup, she passed on security, protection, and tech support entirely. No streaming services either, which seems unusual. The payment came through electronically for $75.70, and she's on that flexible month-to-month plan with digital billing. Given how new she is and these service selections, should I be worried she might not stay with us long?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "5196-SGOAK", + "gender": "Female", + "SeniorCitizen": 0, + "Partner": "No", + "Dependents": "No", + "tenure": 1, + "PhoneService": "Yes", + "MultipleLines": "No", + "InternetService": "Fiber optic", + "OnlineSecurity": "No", + "OnlineBackup": "Yes", + "DeviceProtection": "No", + "TechSupport": "No", + "StreamingTV": "No", + "StreamingMovies": "No", + "Contract": "Month-to-month", + "PaperlessBilling": "Yes", + "PaymentMethod": "Electronic check", + "MonthlyCharges": 75.7, + "TotalCharges": "75.7", + "Churn": "Yes" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_003.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_003.json new file mode 100644 index 0000000000000000000000000000000000000000..59bf7f71c9541d947a30a56fae15038bdb444ffb --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_003.json @@ -0,0 +1,51 @@ +{ + "id": "003", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "Looking at account 8819-IMISP, the paperless billing statement details a monthly fee of $80.45 for a gentleman without any dependents. His services are a bit of a mix: a full phone setup with multiple lines and online backup, but he's decided against online security, tech support, and both streaming options. All his payments, totaling $2,429.10, have been handled electronically. I'm worried looking at this combination; does it point towards him leaving us?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "8819-IMISP", + "gender": "Male", + "SeniorCitizen": 0, + "Partner": "NULL", + "Dependents": "No", + "tenure": "NULL", + "PhoneService": "Yes", + "MultipleLines": "Yes", + "InternetService": "NULL", + "OnlineSecurity": "No", + "OnlineBackup": "Yes", + "DeviceProtection": "NULL", + "TechSupport": "No", + "StreamingTV": "No", + "StreamingMovies": "No", + "Contract": "NULL", + "PaperlessBilling": "Yes", + "PaymentMethod": "Electronic check", + "MonthlyCharges": 80.45, + "TotalCharges": "2429.1", + "Churn": "No" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_004.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_004.json new file mode 100644 index 0000000000000000000000000000000000000000..153a475d682346c8650fa8c872370ad5de46410c --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_004.json @@ -0,0 +1,51 @@ +{ + "id": "004", + "task_type": "B1", + "subtask_type": "single", + "perspective": "user", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "Looking at the file for the woman with ID 0909-SDHNU, it's clear she's the sole decision-maker for her household, as she has no partner but does have dependents. At just 7 months with the company and not yet a senior citizen, her service is limited to DSL internet without a phone line. She opted for online security but passed on backup, device protection, and tech support, and doesn't stream content. Payments are made by mailing a check for the $29.80 monthly charge, avoiding paperless billing, and her total paid is $201.95 under a month-to-month contract. I'm worried she might not stick around—what's your read on her loyalty?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "0909-SDHNU", + "gender": "Female", + "SeniorCitizen": 0, + "Partner": "No", + "Dependents": "Yes", + "tenure": 7, + "PhoneService": "No", + "MultipleLines": "No phone service", + "InternetService": "DSL", + "OnlineSecurity": "Yes", + "OnlineBackup": "No", + "DeviceProtection": "No", + "TechSupport": "No", + "StreamingTV": "No", + "StreamingMovies": "No", + "Contract": "Month-to-month", + "PaperlessBilling": "No", + "PaymentMethod": "Mailed check", + "MonthlyCharges": 29.8, + "TotalCharges": "201.95", + "Churn": "No" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_005.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_005.json new file mode 100644 index 0000000000000000000000000000000000000000..e4e4e55f85276c6974a84a67801a194d474e0945 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_005.json @@ -0,0 +1,51 @@ +{ + "id": "005", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "Sitting here with my customer file open, and this gentleman has been with us for 21 months now. He's on a DSL internet plan, paying $64.95 each month, which has added up to a total of $1,339.80 so far. His account is set up with paperless billing and the payment is automated through a bank transfer. He has phone service but just the single line, and while he's got online security and backup, he's opted out of device protection and tech support, though he does enjoy streaming movies. He's a male customer with no dependents. I'm sharing our complete customer history with you so you can see the patterns. With all these details from his profile, do you think he's at risk of leaving us?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "NULL", + "gender": "Male", + "SeniorCitizen": "NULL", + "Partner": "NULL", + "Dependents": "No", + "tenure": 21, + "PhoneService": "Yes", + "MultipleLines": "No", + "InternetService": "DSL", + "OnlineSecurity": "Yes", + "OnlineBackup": "Yes", + "DeviceProtection": "No", + "TechSupport": "No", + "StreamingTV": "NULL", + "StreamingMovies": "Yes", + "Contract": "NULL", + "PaperlessBilling": "Yes", + "PaymentMethod": "Bank transfer (automatic)", + "MonthlyCharges": 64.95, + "TotalCharges": "1339.8", + "Churn": "No" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_006.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_006.json new file mode 100644 index 0000000000000000000000000000000000000000..975794ae004b742bdaa6f8cc1bf5bed5c03eb8e6 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_006.json @@ -0,0 +1,51 @@ +{ + "id": "006", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "This customer report for account 2842-BCQGE just landed on my desk. The file shows a male customer, not a senior citizen, with no partner or dependents listed. He's been with us for 43 months and has our phone service with multiple lines. His internet is Fiber optic, but he's declined every single add-on: no online security, no backup, no device protection, no tech support, and no streaming for TV or movies. He's on a month-to-month contract with paperless billing, paying by automatic credit card charges of $75.35 monthly, totaling $3161.4 overall. I've shared our entire customer history file with you. Looking at all this, does it seem like he's about to leave us?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "2842-BCQGE", + "gender": "Male", + "SeniorCitizen": 0, + "Partner": "No", + "Dependents": "No", + "tenure": 43, + "PhoneService": "Yes", + "MultipleLines": "Yes", + "InternetService": "Fiber optic", + "OnlineSecurity": "No", + "OnlineBackup": "No", + "DeviceProtection": "No", + "TechSupport": "No", + "StreamingTV": "No", + "StreamingMovies": "No", + "Contract": "Month-to-month", + "PaperlessBilling": "Yes", + "PaymentMethod": "Credit card (automatic)", + "MonthlyCharges": 75.35, + "TotalCharges": "3161.4", + "Churn": "No" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_007.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_007.json new file mode 100644 index 0000000000000000000000000000000000000000..c0ce23faf54359cb07e41d0e620621560bd1baa2 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_007.json @@ -0,0 +1,51 @@ +{ + "id": "007", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "Looking at customer file 3018-TFTSU, this gentleman is a male who's not a senior citizen. His account shows he's signed up for phone service but doesn't have multiple lines. He's using fiber optic internet with online security and device protection enabled, though he's skipped online backup. No streaming services are active on his profile, he still receives paper bills, and pays via automatic bank transfer. Living alone without partner or dependents, I'm sharing our complete customer history with you - do you think he's likely to leave us?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "3018-TFTSU", + "gender": "Male", + "SeniorCitizen": 0, + "Partner": "No", + "Dependents": "No", + "tenure": "NULL", + "PhoneService": "Yes", + "MultipleLines": "No", + "InternetService": "Fiber optic", + "OnlineSecurity": "Yes", + "OnlineBackup": "No", + "DeviceProtection": "Yes", + "TechSupport": "NULL", + "StreamingTV": "No", + "StreamingMovies": "No", + "Contract": "NULL", + "PaperlessBilling": "No", + "PaymentMethod": "Bank transfer (automatic)", + "MonthlyCharges": "NULL", + "TotalCharges": "NULL", + "Churn": "Yes" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_008.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_008.json new file mode 100644 index 0000000000000000000000000000000000000000..1698c6612f37886ccc2f49b8c0b15505d5866118 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_008.json @@ -0,0 +1,51 @@ +{ + "id": "008", + "task_type": "B1", + "subtask_type": "single", + "perspective": "data_holder", + "dataset_name": "Telco Customer Churn", + "table_path": "kaggle/Telco Customer Churn", + "query": "A new customer, 4847-QNOKA, has me a bit concerned. She's a woman, not a senior citizen, with no partner or kids. She just joined last month, has our phone service but no multiple lines, and got DSL internet. What's worrying is she skipped every add-on: no security, no backup, no protection, no tech support, no streaming. She's on a month-to-month contract, gets paperless bills, and pays automatically via bank transfer. Her monthly charge is $44.90, and she's paid the same in total. I'm looking at our customer history file I sent you. With this profile, do you think she's a flight risk?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "customerID": "4847-QNOKA", + "gender": "Female", + "SeniorCitizen": 0, + "Partner": "No", + "Dependents": "No", + "tenure": 1, + "PhoneService": "Yes", + "MultipleLines": "No", + "InternetService": "DSL", + "OnlineSecurity": "No", + "OnlineBackup": "No", + "DeviceProtection": "No", + "TechSupport": "No", + "StreamingTV": "No", + "StreamingMovies": "No", + "Contract": "Month-to-month", + "PaperlessBilling": "Yes", + "PaymentMethod": "Bank transfer (automatic)", + "MonthlyCharges": 44.9, + "TotalCharges": "44.9", + "Churn": "Yes" + } + } + ], + "target_column": "Churn", + "task_sub_type": "classification", + "final_decision": "", + "what_if": "", + "ranking_ground_truth": { + "top_k_ids": [] + } + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/history.csv b/single_point_prediction/finance/Telco_Customer_Churn_B1/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..05a10562ae3ddf60cc7460ec32c1fbb3e7a8d772 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/history.csv @@ -0,0 +1,7028 @@ +customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn +7892-POOKP,Female,0,Yes,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,Yes +6388-TABGU,Male,0,No,Yes,62,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,No +9763-GRSKD,Male,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,No +7469-LKBCI,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,No +8091-TTVAX,Male,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,No +0280-XJGEX,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,Yes +5129-JLPIS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,No +3655-SNQYZ,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,No +8191-XWSZG,Female,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,No +9959-WOFKT,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),106.7,7382.25,No +4190-MFLUW,Female,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,Yes +4183-MYFRB,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,No +8779-QRDMV,Male,1,No,No,1,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,Yes +1680-VDCWW,Male,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,No +1066-JKSGK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes +3638-WEABW,Female,0,Yes,No,58,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),59.9,3505.1,No +6322-HRPFA,Male,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,No +6865-JZNKO,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,No +6467-CHFZW,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,Yes +8665-UTDHZ,Male,0,Yes,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,Yes +5248-YGIJN,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,No +8773-HHUOZ,Female,0,No,Yes,17,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,Yes +3841-NFECX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,No +4929-XIHVW,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.5,181.65,No +6827-IEAUQ,Female,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,No +7310-EGVHZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,No +3413-BMNZE,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,No +6234-RAAPL,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,No +6047-YHPVI,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Yes +6572-ADKRS,Female,0,No,No,46,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,No +5380-WJKOV,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,Yes +8168-UQWWF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,Yes +8865-TNMNX,Male,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,No +9489-DEDVP,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,No +9867-JCZSP,Female,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,No +4671-VJLCL,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,No +4080-IIARD,Female,0,Yes,No,13,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,No +3714-NTNFO,Female,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,No +5948-UJZLF,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97,No +7760-OYPDY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,Yes +7639-LIAYI,Male,0,No,No,52,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,No +2954-PIBKO,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,No +8012-SOUDQ,Female,1,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,No +9420-LOJKX,Female,0,No,No,15,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,Yes +6575-SUVOI,Female,1,Yes,No,25,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,No +7495-OOKFY,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Yes +4667-QONEA,Female,1,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,No +1658-BYGOY,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,Yes +8769-KKTPH,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,No +5067-XJQFU,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,No +3957-SQXML,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,No +5954-BDFSG,Female,0,No,No,72,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,No +0434-CSFON,Female,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,No +1215-FIGMP,Male,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,No +0526-SXDJP,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962,No +0557-ASKVU,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,No +5698-BQJOH,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,Yes +5122-CYFXA,Female,0,No,No,3,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,No +8627-ZYGSZ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,No +3410-YOQBQ,Female,0,No,No,31,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,No +3170-NMYVV,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,No +7410-OIEDU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,No +2273-QCKXA,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,No +0731-EBJQB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,No +1891-QRQSA,Male,1,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099,No +8028-PNXHQ,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,No +5630-AHZIL,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,No +2673-CXQEU,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,No +6416-JNVRK,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,No +5590-ZSKRV,Female,0,Yes,Yes,8,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,No +0191-ZHSKZ,Male,1,No,No,30,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,No +3887-PBQAO,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,No +5919-TMRGD,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.35,79.35,Yes +8108-UXRQN,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,No +9191-MYQKX,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Yes +9919-YLNNG,Female,0,No,No,42,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,No +0318-ZOPWS,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,No +4445-ZJNMU,Male,0,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,No +4808-YNLEU,Female,0,Yes,No,35,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,No +1862-QRWPE,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057,No +2796-NNUFI,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,No +3016-KSVCP,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,No +4767-HZZHQ,Male,0,Yes,Yes,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,No +2424-WVHPL,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,No +7233-PAHHL,Male,0,Yes,Yes,66,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.0,5714.25,No +6067-NGCEU,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),111.05,7107,No +9848-JQJTX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,No +8637-XJIVR,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Yes +9803-FTJCG,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,No +0278-YXOOG,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,Yes +3212-KXOCR,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1107.2,No +4598-XLKNJ,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,Yes +6380-ARCEH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +3679-XASPY,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No +7123-WQUHX,Male,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95.0,3605.6,No +5386-THSLQ,Female,1,Yes,No,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,No +3192-NQECA,Male,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,Yes +6180-YBIQI,Male,0,No,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,No +6728-DKUCO,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,No +9750-BOOHV,Female,0,No,No,32,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,No +8597-CWYHH,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,No +2848-YXSMW,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,No +0486-HECZI,Male,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,Yes +4549-ZDQYY,Female,0,No,No,52,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,No +5712-AHQNN,Female,0,No,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,No +4846-WHAFZ,Female,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Yes +5256-SKJGO,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,No +3071-VBYPO,Male,0,Yes,Yes,3,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,No +9560-BBZXK,Female,0,No,No,36,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,No +5299-RULOA,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,Yes +8402-OOOHJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,No +9445-ZUEQE,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,No +1091-SOZGA,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,No +2928-HLDBA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,No +0404-SWRVG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Yes +6497-TILVL,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,No +7219-TLZHO,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,No +4622-YNKIJ,Male,0,No,No,33,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,No +4412-YLTKF,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Yes +6734-PSBAW,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,No +3930-ZGWVE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No +2639-UGMAZ,Male,1,No,No,71,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,No +2876-GZYZC,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,No +6207-WIOLX,Female,0,Yes,Yes,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,Yes +8587-XYZSF,Male,0,No,No,67,Yes,No,DSL,No,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.55,3260.1,No +3091-FYHKI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,Yes +2372-HWUHI,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,Yes +7799-LGRDP,Female,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,No +7850-VWJUU,Female,0,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.0,1778.5,No +3774-VBNXY,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,No +6217-KDYWC,Male,0,No,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,No +0390-DCFDQ,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes +3146-MSEGF,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,No +4080-OGPJL,Female,0,No,No,8,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Yes +1095-WGNGG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,No +2636-SJDOU,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,No +1131-QQZEB,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,No +5716-EZXZN,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,No +6837-BJYDQ,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,No +2135-RXIHG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes +6440-DKQGE,Male,0,No,Yes,30,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,No +3466-BYAVD,Male,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,No +3780-YVMFA,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,No +3874-EQOEP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.0,655.5,Yes +1679-JRFBR,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,No +9073-ZZIAY,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,No +3077-RSNTJ,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,No +6551-GNYDG,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,No +9167-APMXZ,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,No +2749-CTKAJ,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,No +6371-NZYEG,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024,No +7554-NEWDD,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,No +8992-VONJD,Female,0,No,Yes,13,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56.0,764.55,No +0867-MKZVY,Female,0,Yes,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Yes +4482-EWFMI,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,No +4648-YPBTM,Male,0,No,No,53,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,No +2907-ILJBN,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,No +6345-FZOQH,Male,0,Yes,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,No +3376-BMGFE,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273,Yes +5997-OPVFA,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,No +3445-HXXGF,Male,1,Yes,No,58,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,Yes +1159-WFSGR,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,No +7654-YWJUF,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,No +1875-QIVME,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,Yes +6727-IOTLZ,Male,0,Yes,No,14,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,No +0691-JVSYA,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,Yes +5918-VUKWP,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,No +1744-JHKYS,Female,0,Yes,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,No +2656-FMOKZ,Female,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Yes +2070-FNEXE,Female,1,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Yes +5947-SGKCL,Female,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,No +3712-PKXZA,Male,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252,No +6317-YPKDH,Female,0,No,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Yes +6582-OIVSP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,No +9367-WXLCH,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Yes +5524-KHNJP,Male,0,Yes,Yes,33,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,No +1918-ZBFQJ,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Yes +1024-GUALD,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes +4827-USJHP,Male,0,No,No,20,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,No +8167-GJLRN,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,No +0956-SYCWG,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,No +8017-UVSZU,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,No +7100-FQPRV,Male,0,Yes,Yes,43,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,No +2472-OVKUP,Male,0,Yes,No,6,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91.0,531,Yes +2984-RGEYA,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,No +9680-NIAUV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,No +2146-EGVDT,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,No +2604-IJPDU,Female,0,Yes,No,20,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,No +9178-JHUVJ,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,No +6168-YBYNP,Male,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,No +7255-SSFBC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,No +3645-DEYGF,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,No +9323-HGFWY,Female,0,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,No +8544-GOQSH,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,No +3363-DTIVD,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,No +7018-WBJNK,Male,0,No,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,No +9142-KZXOP,Male,0,No,No,44,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,No +7674-YTAFD,Female,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,No +6348-SNFUS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,No +1285-OKIPP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,Yes +7825-ECJRF,Female,0,No,No,19,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,Yes +1347-KTTTA,Male,0,Yes,No,64,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,No +7841-TZDMQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Yes +4195-NZGTA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,No +7157-SMCFK,Male,0,No,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,No +4709-LKHYG,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.0,540.05,No +2504-DSHIH,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,No +0699-NDKJM,Female,0,Yes,No,57,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,No +9286-BHDQG,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,No +0230-WEQUW,Male,0,Yes,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),56.6,3789.2,No +2040-LDIWQ,Male,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,No +6496-JDSSB,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.0,624.6,No +9408-SSNVZ,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Yes +4443-EMBNA,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,No +6469-MRVET,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,No +0742-MOABM,Male,0,Yes,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,Yes +5961-VUSRV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,No +6778-JFCMK,Male,0,No,No,24,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,No +6341-JVQGF,Female,0,Yes,Yes,31,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,No +2232-DMLXU,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,Yes +4811-JBUVU,Male,0,No,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,No +0945-TSONX,Female,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,No +2651-ZCBXV,Male,0,No,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.0,5760.65,No +3316-UWXUY,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,No +8937-RDTHP,Male,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,Yes +7083-MIOPC,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,No +1984-GPTEH,Female,0,No,No,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702,No +1251-KRREG,Male,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,Yes +0621-JFHOL,Female,0,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,No +9903-LYSAB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,No +0094-OIFMO,Female,1,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,1120.3,Yes +9227-UAQFT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,No +7301-ABVAD,Female,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,No +6614-FHDBO,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,No +7576-ASEJU,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,No +9058-HRZSV,Female,1,Yes,No,65,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,No +4522-AKYLR,Female,1,No,No,13,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,No +0221-WMXNQ,Male,1,No,No,4,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,273.4,No +0303-UNCIP,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65.0,2531.8,No +9947-OTFQU,Male,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,1074.3,Yes +0322-YINQP,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Yes +0959-WHOKV,Male,0,No,No,42,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99.0,4298.45,No +4075-JFPGR,Female,0,Yes,No,51,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,No +4629-NRXKX,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,Yes +9514-JDSKI,Male,1,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,Yes +3282-ZISZV,Male,0,No,Yes,32,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,No +3675-YDUPJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,No +4111-BNXIF,Female,0,Yes,Yes,67,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,No +7017-VFHAY,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,No +6655-LHBYW,Male,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,No +4959-JOSRX,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Yes +5046-NUHWD,Female,1,Yes,No,29,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.0,1228.65,No +7273-TEFQD,Male,1,No,No,3,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,Yes +3606-TWKGI,Male,1,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,Yes +7529-ZDFXI,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,No +7605-BDWDC,Female,0,No,No,31,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,No +1950-KSVVJ,Female,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,No +0123-CRBRT,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,No +6292-TOSSS,Male,0,No,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,No +3197-ARFOY,Female,1,No,No,19,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.0,2007.25,No +6323-AYBRX,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Yes +7014-ZZXAW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,No +4385-GZQXV,Female,1,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,Yes +7633-MVPUY,Male,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,No +6366-ZGQGL,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Yes +4716-HHKQH,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,No +5940-AHUHD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,Yes +6432-TWQLB,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,Yes +4484-GLZOU,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,Yes +8645-KWHJO,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,771.95,No +4130-MZLCC,Female,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,No +0314-TKOSI,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,No +8229-MYEJZ,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,No +2080-SRCDE,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,No +9577-WJVCQ,Female,0,No,No,68,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,No +9512-UIBFX,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,Yes +6202-DYYFX,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76.0,1783.6,No +3808-HFKDE,Female,0,No,No,20,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,No +5583-SXDAG,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.0,70,Yes +3488-PGMQJ,Male,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,Yes +3580-REOAC,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Yes +7534-BFESC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Yes +3727-OWVYD,Male,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,No +2294-SALNE,Male,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,No +4847-TAJYI,Female,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,No +1563-IWQEX,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,No +8203-XJZRC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,No +6556-DBKZF,Female,0,Yes,Yes,71,Yes,No,Fiber optic,No,No,Yes,No,No,No,Two year,No,Electronic check,76.05,5436.45,No +6851-WEFYX,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,No +2985-JUUBZ,Male,0,Yes,Yes,40,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,No +6390-DSAZX,Female,0,No,Yes,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,Yes +0895-LMRSF,Male,0,No,No,23,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,No +8098-LLAZX,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,Yes +8266-VBFQL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,No +8181-YHCMF,Female,0,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109,No +2240-HSJQD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,No +1248-DYXUB,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,No +0265-EDXBD,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Yes +4115-BNPJY,Male,0,Yes,Yes,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,No +3167-SNQPL,Male,1,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,No +4091-TVOCN,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,No +1098-TDVUQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,No +7277-OZCGZ,Female,0,No,No,22,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,No +1557-EMYVT,Female,0,No,No,43,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,No +2799-ARNLO,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,No +7563-BIUPC,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,Yes +5027-YOCXN,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,No +3973-SKMLN,Male,0,No,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,No +2321-OMBXY,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,Yes +2840-XANRC,Male,1,Yes,No,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,Yes +6745-JEFZB,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,No +5020-ZSTTY,Female,1,No,No,54,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,Yes +9880-TDQAC,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,60.0,4264,No +8705-WZCYL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,No +7102-JJVTX,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,No +8626-PTQGE,Male,0,No,No,69,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,No +4983-CLMLV,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,No +5701-YVSVF,Female,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,No +5804-LEPIM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Yes +5697-GOMBF,Female,1,Yes,Yes,28,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,No +2739-CACDQ,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,No +9385-EHGDO,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,No +9498-FIMXL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,No +2379-GYFLQ,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,No +0122-OAHPZ,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Yes +2868-SNELZ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.6,155.8,Yes +4322-RCYMT,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Yes +6680-NENYN,Female,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,Yes +2088-IEBAU,Female,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,No +7982-VCELR,Female,0,No,No,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,No +1343-EHPYB,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.4,6603,Yes +6035-BXTTY,Female,1,No,No,32,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,No +6885-PKOAM,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,No +7520-HQWJU,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,No +9639-BUJXT,Male,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,No +5924-SNGKP,Female,0,No,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865,No +0021-IKXGC,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,No +2034-GDRCN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.4,168.2,Yes +8966-SNIZF,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,No +6243-OZGFH,Female,0,No,No,23,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,No +4654-DLAMQ,Female,1,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97.0,6430.9,No +0513-RBGPE,Male,0,Yes,Yes,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,No +5160-UXJED,Male,0,No,Yes,17,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,44.6,681.4,No +4115-NZRKS,Female,1,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,No +0219-YTZUE,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Yes +0623-IIHUG,Female,1,No,No,21,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,Yes +4572-DVCGN,Female,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846,Yes +3351-NGXYI,Female,1,No,No,16,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889,No +8984-EYLLL,Male,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,No +9057-MSWCO,Male,1,Yes,No,27,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Yes +9833-TGFHX,Male,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,No +9294-TDIPC,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,No +5229-DTFYB,Female,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,No +0104-PPXDV,Male,0,Yes,No,58,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,No +5176-LMJXE,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,No +3583-KRKMD,Male,0,No,No,18,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,No +1010-DIAUQ,Male,0,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Yes +9069-LGEUL,Male,0,Yes,No,23,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,No +7302-ZHMHP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,No +9571-EDEBV,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,No +3520-FJGCV,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,No +6563-VRERX,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,No +0259-GBZSH,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,Yes +6122-EFVKN,Male,0,No,Yes,24,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,No +2805-EDJPQ,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,No +6862-CQUMB,Male,0,No,No,37,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,No +7156-MXBJE,Female,0,No,No,43,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,No +6158-HDPXZ,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,No +9601-BRXPO,Female,0,Yes,No,25,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,Yes +2863-IMQDR,Female,0,No,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,No +5686-CMAWK,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,No +5651-CRHKQ,Female,0,Yes,No,41,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,No +6905-NIQIN,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.65,50.65,Yes +8204-YJCLA,Male,1,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,No +5167-ZFFMM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Yes +6583-SZVGP,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,No +4895-TMWIR,Male,1,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Yes +0533-BNWKF,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Yes +1708-PBBOA,Female,0,No,No,42,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,No +8782-LKFPK,Male,0,No,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063,No +5522-JBWMO,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44,No +3597-MVHJT,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,No +9774-NRNAU,Male,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,No +0224-RLWWD,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,No +9967-ATRFS,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,No +3951-NJCVI,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,No +2977-CEBSX,Female,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,No +0177-PXBAT,Male,1,Yes,No,33,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,No +6599-CEBNN,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Yes +2519-ERQOJ,Male,1,No,No,33,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,No +5876-QMYLD,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,No +2277-AXSDC,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,No +9442-JTWDL,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,No +0979-PHULV,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Yes +3067-SVMTC,Female,0,Yes,No,68,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,No +5495-GPSRW,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,No +7606-BPHHN,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,No +4742-DRORA,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812,No +0111-KLBQG,Male,1,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,No +4800-VHZKI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Yes +7989-CHGTL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes +0334-GDDSO,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,Yes +4163-NCJAK,Female,0,Yes,No,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,No +5233-AOZUF,Female,0,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,No +5973-EJGDP,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473,No +1996-DBMUS,Female,1,Yes,No,48,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,No +7916-VCCPB,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,No +4686-GEFRM,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,No +5249-QYHEX,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,No +0578-SKVMF,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,Yes +5564-NEMQO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Yes +2233-FAGXV,Female,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,No +5605-IYGFG,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,No +7663-ZTEGJ,Male,0,No,Yes,29,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,No +3935-TBRZZ,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,No +8111-BKVDS,Female,0,No,No,10,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,No +2055-SIFSS,Female,1,Yes,No,55,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,No +2806-MLNTI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,No +8734-DKSTZ,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,No +4360-PNRQB,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,No +6152-ONASV,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),58.25,3975.7,No +9063-ZGTUY,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Yes +7781-HVGMK,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,No +2181-UAESM,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,No +2957-LOLHO,Male,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Yes +6048-NJXHX,Male,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,No +2320-SLKMB,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,No +4980-URKXC,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,No +4376-KFVRS,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,No +5886-VLQVU,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,No +3577-AMVUX,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,No +0771-WLCLA,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,No +5628-RKIFK,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,No +0206-TBWLC,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,No +2937-FTHUR,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,No +1910-FMXJM,Female,0,Yes,No,36,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,No +7752-XUSCI,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,Yes +4110-PFEUZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,Yes +0732-OCQOC,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,No +5168-MSWXT,Male,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,No +1090-ESELR,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,No +8592-PLTMQ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,No +5760-WRAHC,Female,1,No,No,22,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,No +8847-GEOOQ,Male,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,No +0256-LTHVJ,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,Yes +4785-FCIFB,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,No +8313-NDOIA,Female,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,No +5149-CUZUJ,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,No +0942-KOWSM,Female,0,Yes,Yes,30,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,No +4237-CLSMM,Male,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,38,No +1452-VOQCH,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,No +4719-UMSIY,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,No +6614-VBEGU,Female,0,Yes,No,24,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,No +0880-TKATG,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,Yes +3811-VBYBZ,Male,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,Yes +1480-BKXGA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,No +2996-XAUVF,Male,0,No,No,70,No,No phone service,DSL,No,No,No,Yes,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,No +9076-AXYIK,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,No +5968-XQIVE,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,No +8896-RAZCR,Female,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,No +4640-UHDOS,Female,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,55.95,734.35,Yes +4933-IKULF,Female,1,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,No +3583-EKAPL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,55,Yes +1304-BCCFO,Male,0,Yes,No,9,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,70.05,564.4,No +4104-PVRPS,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.6,1315.35,No +9399-APLBT,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +2359-KMGLI,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,Yes +3780-DDGSE,Male,1,Yes,Yes,35,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,No +4431-EDMIQ,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,No +0306-JAELE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,Yes +6227-HWPWX,Female,0,No,Yes,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,Yes +0486-LGCCH,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,No +0447-BEMNG,Female,0,Yes,No,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145,Yes +4612-SSVHJ,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,No +5168-MQQCA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,No +5949-XIKAE,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,Yes +7971-HLVXI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,No +9094-AZPHK,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,1415,No +3649-JPUGY,Male,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,No +4472-LVYGI,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),52.55, ,No +8372-JUXUI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes +3552-CTCYF,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,No +6778-YSNIH,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.0,114.15,No +0388-EOPEX,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,Yes +5756-OZRIO,Male,1,Yes,No,61,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,No +6579-JPICP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No +8205-OTCHB,Male,0,No,No,22,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,Yes +4134-BSXLX,Male,0,Yes,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,No +0505-SPOOW,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,No +6235-VDHOM,Female,1,No,No,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,Yes +7783-YKGDV,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Yes +4374-YMUSQ,Male,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,No +4513-CXYIX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676,No +3957-HHLMR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,No +7803-XOCCZ,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,No +5736-YEJAX,Male,0,No,Yes,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,No +5609-CEBID,Female,1,No,No,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,Yes +8981-FJGLA,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78.0,851.8,No +7218-HKQFK,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,Yes +4636-QRJKY,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,Yes +1135-LMECX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No +4332-MUOEZ,Male,1,Yes,Yes,20,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,No +8535-SFUTN,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.45,6300.15,No +5956-VKDTT,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Yes +8677-HDZEE,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,No +2475-MROZF,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.0,2852.4,No +9412-GHEEC,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,Yes +3482-ABPKK,Female,0,No,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,No +6705-LXORM,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,No +0257-ZESQC,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Yes +7531-GQHME,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,No +5174-ITUMV,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,No +4109-CYRBD,Male,1,Yes,No,29,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442,No +0913-XWSCN,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,No +6825-UYPFK,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Yes +8397-MVTAZ,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480,Yes +0750-EBAIU,Male,0,No,No,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,No +8606-CIQUL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,No +3571-DPYUH,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,No +7601-GNDYK,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,No +0356-OBMAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,No +8067-NIOYM,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,No +1403-GYAFU,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,No +4234-XTNEA,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,No +1297-VQDRP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,No +9282-IZGQK,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,Yes +5348-CAGXB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.55,1021.75,No +0621-HJWXJ,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,No +5844-QVTAT,Female,0,Yes,Yes,33,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,No +8905-IAZPF,Female,0,Yes,No,69,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,No +5394-MEITZ,Female,0,Yes,Yes,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,No +6859-QNXIQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,No +2782-LFZVW,Female,0,No,No,11,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,No +2866-IKBTM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +1342-JPNKI,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,Yes +2817-NTQDO,Male,0,No,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597,Yes +7129-AZJDE,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,No +6986-IJDHX,Male,0,Yes,Yes,39,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266,Yes +2560-PPCHE,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,No +4676-MQUEA,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,No +8138-EALND,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,No +3580-HYCSP,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.3,7966.9,No +1352-HNSAW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,No +2075-PUEPR,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,No +1982-FEBTD,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,No +5301-GAUUY,Male,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Yes +5791-KAJFD,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808,No +2654-VBVPB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,No +1154-HYWWO,Male,0,No,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,No +2501-XWWTZ,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,No +3716-UVSPD,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,No +6815-ABQFQ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,No +7343-EOBEU,Male,0,Yes,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,No +3701-SFMUH,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,No +6103-LIANB,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,No +7319-VENRZ,Male,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,No +5846-NEQVZ,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,No +6967-QIQRV,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,No +5781-RFZRP,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,No +0939-YAPAF,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,Yes +0308-IVGOK,Female,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,No +7293-LSCDV,Female,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,No +7025-WCBNE,Male,1,No,No,47,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754,No +5756-JYOJT,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,No +4710-FDUIZ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,Yes +6030-REHUX,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,No +9548-LIGTA,Male,0,Yes,No,61,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,No +5150-LJNSR,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,No +8270-RKSAP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,No +6522-YRBXD,Male,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,No +2640-LYMOV,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,No +1218-VKFPE,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Yes +3627-FHKBK,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,Yes +2865-TCHJW,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,Yes +1423-BMPBQ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.0,19,No +2393-DIVAI,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,61.7,No +5192-EBGOV,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,85.7,Yes +4568-KNYWR,Male,0,No,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,No +8752-IMQOS,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,No +0742-LAFQK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,No +0795-LAFGP,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,No +0619-OLYUR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,No +5512-IDZEI,Male,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,No +0459-SPZHJ,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),83.5,5435,No +0215-BQKGS,Male,0,No,No,30,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,No +9244-ZVAPM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,No +0719-SYFRB,Female,0,No,No,12,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,Yes +8208-EUMTE,Male,0,No,No,16,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,No +5172-MIGPM,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,No +1710-RCXUS,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,No +0374-FIUCA,Male,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,No +5839-SUYVZ,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,No +5173-ZXXXL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,No +1096-ADRUX,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,No +2001-MCUUW,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,No +2731-GJRDG,Female,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608,No +4723-BEGSG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,No +6516-NKQBO,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81.0,3084.9,No +8672-OAUPW,Male,0,No,Yes,51,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,No +8207-DMRVL,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,No +3419-SNJJD,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Yes +6543-CPZMK,Male,0,Yes,Yes,9,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,Yes +4765-OXPPD,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Mailed check,65.0,663.05,Yes +2804-ETQDK,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,No +6689-VRRTK,Female,1,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,No +7138-GIRSH,Male,0,No,No,50,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,No +9396-ZSFLL,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,No +6464-KEXXH,Male,0,No,No,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,No +7134-MJPDY,Female,1,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,No +5240-CAOYT,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,No +4059-IIEBK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,No +4881-JVQOD,Male,1,Yes,Yes,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,No +0516-UXRMT,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,No +4851-BQDNX,Male,0,Yes,Yes,40,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.05,3355.65,No +5148-HKFIR,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,No +1009-IRMNA,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Yes +3003-CMDUU,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,No +5016-IBERQ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,No +6797-UCJHZ,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,No +2469-DTSGX,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,No +4554-YGZIH,Male,1,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,Yes +5099-BAILX,Male,1,Yes,Yes,43,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,Yes +9931-KGHOA,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55.0,2473.95,No +1775-KWJKQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,No +7665-VIGUD,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,No +9411-TPQQV,Female,0,No,No,40,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,No +7207-RMRDB,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,Yes +7954-MLBUN,Male,0,No,No,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,No +2077-DDHJK,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,No +4913-EHYUI,Male,1,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,Yes +0195-IESCP,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,Yes +9574-BOSMD,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,No +4580-TMHJU,Female,0,Yes,Yes,43,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,Yes +0970-ETWGE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.55,89.55,Yes +4908-XAXAY,Female,1,No,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,No +8404-VLQFB,Female,0,Yes,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,No +1626-ERCMM,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,Yes +0887-HJGAR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes +2391-IPLOP,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,No +5644-PDMZC,Female,1,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,Yes +3509-GWQGF,Male,1,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.0,1732.6,No +9576-ANLXO,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Yes +2024-BASKD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Yes +5845-BZZIB,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,No +1140-UKVZG,Female,0,No,No,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,No +4160-AMJTL,Female,1,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Yes +5183-SNMJQ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,No +8100-PNJMH,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,No +7838-LAZFO,Male,0,Yes,No,45,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,No +4464-JCOLN,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Yes +2085-JVGAD,Male,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,No +5650-VDUDS,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Yes +8095-WANWK,Female,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,No +3030-ZKIWL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +9565-FLVCG,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,No +8755-OGKNA,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,No +2800-VEQXM,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,No +7538-GWHML,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,Yes +5533-RJFTJ,Male,0,No,No,49,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,No +3859-CVCET,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,Yes +0214-JHPFW,Female,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,No +5642-MHDQT,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,No +3088-FVYWK,Male,0,Yes,Yes,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,No +3276-HDUEG,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Yes +9092-GDZKO,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,No +0823-HSCDJ,Male,1,No,No,52,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,Yes +3729-OWRVL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,No +2324-AALNO,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,No +0822-GAVAP,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,Yes +5760-IFJOZ,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,No +2826-UWHIS,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,No +1448-PWKYE,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.0,80,Yes +7501-IWUNG,Female,0,Yes,Yes,61,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,No +4957-TREIR,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,No +7251-LJBQN,Female,1,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,No +8040-MNRTF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,No +1536-HBSWP,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No +5313-FPXWG,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,No +0067-DKWBL,Male,1,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Yes +0946-FKYTX,Male,0,No,No,52,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,No +5076-YVXCM,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,No +8262-COGGB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No +6663-JOCQO,Male,0,Yes,Yes,31,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,No +9620-QJREV,Male,0,No,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,No +2276-YDAVZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Yes +2682-KEVRP,Female,1,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417,No +2480-JZOSN,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,No +0078-XZMHT,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,No +5896-NPFWW,Male,0,Yes,Yes,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,Yes +9978-HYCIN,Male,1,Yes,Yes,47,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,No +8338-QIUNR,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,No +1525-LNLOJ,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,No +9450-TRJUU,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,No +1766-GKNMI,Male,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,No +6942-LBFDP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,No +1456-TWCGB,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,No +7133-VBDCG,Female,0,No,No,25,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Yes +7596-ZYWBB,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,59.6,3739.8,No +8329-UTMVM,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964,No +3014-WJKSM,Male,0,Yes,No,29,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,No +3347-YJZZE,Male,0,Yes,Yes,29,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,No +1029-QFBEN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Yes +7929-DMBCV,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,81.0,1683.7,No +9661-JALZV,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519,No +5433-KYGHE,Female,0,No,Yes,14,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86.0,1164.05,No +4312-KFRXN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,No +5575-TPIZQ,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,No +0114-IGABW,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,No +9944-AEXBM,Male,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,No +1853-ARAAQ,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,No +6952-OMNWB,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,No +4697-LUPSU,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,No +8434-VGEQQ,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,No +4952-YSOGZ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,Yes +1589-AGTLK,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Yes +5244-IRFIH,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,Yes +6549-YMFAW,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,No +4950-HKQTE,Female,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,No +6786-OBWQR,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,No +2684-EIWEO,Female,1,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Yes +2753-JMMCV,Male,0,No,No,65,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,No +6439-GTPCA,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,Yes +6621-YOBKI,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,No +1216-JWVUX,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,No +7564-GHCVB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,No +1173-NOEYG,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,No +7595-EHCDL,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,No +6647-ZEDXT,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,No +2521-NPUZR,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.0,7085.5,No +1307-TVUFB,Male,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,No +7503-MIOGA,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,No +4381-MHQDC,Female,0,No,No,47,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65.0,2879.9,No +6923-JHPMP,Female,0,No,No,2,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,No +5138-WVKYJ,Male,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.55,1008.55,Yes +4018-PPNDW,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,No +1635-FJFCC,Female,0,No,No,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,No +2499-AJYUA,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,No +6919-ELBGL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,No +3966-HRMZA,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,75.05,202.9,No +6425-JWTDV,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,No +8405-IGQFX,Female,0,No,No,63,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817,No +8224-IVVPA,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,No +9477-LGWQI,Male,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,No +1410-RSCMR,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,No +3115-CZMZD,Male,0,No,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25, ,No +0139-IVFJG,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,No +6683-VLCTZ,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,Yes +5730-DBDSI,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,No +0030-FNXPP,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,No +2189-WWOEW,Female,0,No,Yes,15,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Yes +5684-FJVYR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,No +4013-GUXND,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,No +1894-IGFSG,Female,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,Yes +7379-POKDZ,Male,0,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Yes +1266-NZYUI,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),66.85,4758.8,No +7969-FFOWG,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,No +4718-DHSMV,Female,0,No,No,11,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,No +5175-WLYXL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,No +7817-OMJNA,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,No +8728-SKJLR,Male,0,No,No,41,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,No +3137-NYQQI,Male,0,Yes,No,17,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,No +7706-DZNKK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,No +0236-HFWSV,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,Yes +3900-AQPHZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes +5842-POCOP,Female,0,Yes,No,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,Yes +2037-XJFUP,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,Yes +8823-RLPWL,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,No +9505-SQFSW,Female,0,Yes,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,No +7314-OXENN,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.0,184.65,Yes +3758-CKOQL,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.0,6152.3,No +0322-CHQRU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,Yes +5676-CFLYY,Male,0,Yes,Yes,71,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,No +7521-AFHAB,Female,0,Yes,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,No +0285-INHLN,Male,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,No +4678-DVQEO,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,Yes +5125-CNDSP,Male,0,No,Yes,63,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,No +0691-IFBQW,Female,1,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.0,4874.8,Yes +4992-LTJNE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,No +2202-OUTMO,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,No +0810-BDHAW,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,No +0229-LFJAF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.65,4908.25,No +7131-ZQZNK,Female,0,Yes,Yes,60,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,No +3442-ZHHCC,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023,No +5726-CVNYA,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,No +9871-ELEYA,Female,0,No,Yes,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,No +4257-GAESD,Female,0,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45.0,298.7,No +5173-WXOQV,Male,0,Yes,No,2,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,No +2040-OBMLJ,Male,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,No +6286-ZHAOK,Female,0,Yes,Yes,20,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,No +3807-XHCJH,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,20,No +3009-JWMPU,Male,0,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,Yes +5671-RQRLP,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,No +1450-GALXR,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,Yes +8859-AXJZP,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,No +3174-AKMAS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,No +3138-BKYAV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,Yes +9926-PJHDQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,No +7382-DFJTU,Male,0,No,No,18,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,No +2798-NYLMZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616,No +4289-DTDKW,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,Yes +1820-TQVEV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes +2239-JALAW,Male,0,No,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,Yes +4853-RULSV,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.0,7250.15,Yes +8098-TDCBU,Female,0,Yes,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,No +3551-GAEGL,Male,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,No +4785-NKHCX,Male,1,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,No +3196-NVXLZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,No +6275-YDUVO,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,Yes +0036-IHMOT,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,No +0115-TFERT,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,Yes +4178-EGMON,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88.0,5986.45,No +4220-TINQT,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,No +5318-YKDPV,Male,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,No +7975-TZMLR,Male,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,No +0295-QVKPB,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,No +4335-BSMJS,Female,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,No +2311-QYMUQ,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,Yes +3643-AHCFP,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,Yes +9146-JRIOX,Female,0,Yes,Yes,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,No +3104-OWCGK,Male,0,Yes,Yes,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,90.95,5453.4,Yes +5337-IIWKZ,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,No +9101-BWFSS,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,Yes +9650-VBUOG,Male,0,Yes,Yes,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,No +3487-EARAT,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,No +2672-TGEFF,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,No +9231-ZJYAM,Female,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,Yes +4250-WAROZ,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,No +8184-WMOFI,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,No +6982-SSHFK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes +6092-QZVPP,Male,0,No,No,36,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,No +4625-LAMOB,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,No +0727-BMPLR,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.0,5509.3,Yes +0392-BZIUW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.0,7589.8,No +1038-ZAGBI,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Yes +6549-NNDYT,Female,0,No,No,13,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,No +3027-ZTDHO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,Yes +0422-OHQHQ,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,No +6916-HIJSE,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,No +2316-ESMLS,Female,0,Yes,Yes,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,No +9778-OGKQZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.0,6782.15,No +7408-OFWXJ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,No +6007-TCTST,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,No +2252-NKNSI,Male,0,No,Yes,52,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,No +8713-IGZSO,Male,0,No,No,2,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62,No +7905-TVXTA,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,No +7695-PKLCZ,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,No +2382-BCKQJ,Female,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,Yes +8374-UULRV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,No +2207-NHRJK,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,Yes +3224-DFQNQ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.0,5898.6,No +5275-PMFUT,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,No +4795-UXVCJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,No +9777-IQHWP,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,No +0947-MUGVO,Male,1,Yes,No,20,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Yes +9944-HKVVB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,Yes +4124-MMETB,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,Yes +3671-SHRSP,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,319.15,Yes +0979-MOZQI,Male,0,Yes,No,62,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39.0,2337.45,No +2732-ISEZX,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,No +3313-QKNKB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,Yes +0323-XWWTN,Male,0,No,Yes,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,No +1937-OTUKY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,No +1573-LGXBA,Male,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598,No +1764-VUUMT,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,No +5073-WXOYN,Female,0,No,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,Yes +4713-ZBURT,Male,0,No,Yes,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,No +3050-GBUSH,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,No +0207-MDKNV,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,Yes +7876-AEHIG,Female,0,No,Yes,51,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077,No +7945-HLKEA,Female,0,No,No,60,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,No +9342-VNIMQ,Male,0,No,No,33,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,No +9851-KIELU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,Yes +3523-BRGUW,Male,1,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,No +3908-BLSYF,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,Yes +3199-NPKCN,Female,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,No +5170-PTRKA,Female,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782,No +4661-NJEUX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,No +2123-AGEEN,Female,1,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,No +1258-YMZNM,Female,1,No,No,27,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,No +0048-LUMLS,Male,0,Yes,Yes,37,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,No +7549-MYGPK,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,Yes +5898-IGSLP,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823,No +3804-RVTGV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Yes +6259-WJQLC,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,No +9227-LUNBG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,Yes +7997-EASSD,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,No +0730-KOAVE,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,No +8975-SKGRX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,No +0678-RLHVP,Female,0,No,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,No +4315-MURBD,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,Yes +2267-FPIMA,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,No +1051-GEJLJ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,No +9734-YWGEX,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,Yes +2719-BDAQO,Male,0,No,No,17,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,Yes +5285-MVEHD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,No +0379-DJQHR,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,No +0781-LKXBR,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,Yes +5543-QDCRY,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,No +0297-RBCSG,Male,0,No,No,19,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,No +4694-PHWFW,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,No +0835-JKADZ,Female,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,No +1907-UBQFC,Male,1,No,No,10,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,Yes +7508-SMHXL,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89.0,1288.3,No +3865-YIOTT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,No +5993-BQHEA,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267,No +6024-RUGGH,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,No +6513-EECDB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Yes +3956-CJUST,Female,1,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,No +4079-WWQQQ,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,No +6103-BOCOU,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193,No +5149-TGWDZ,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,No +7471-WNSUF,Male,0,Yes,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,No +8942-DBMHZ,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,No +4301-VVZKA,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,No +9199-PWQVC,Female,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,No +4824-GUCBY,Female,1,No,No,22,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,No +5393-HJZSM,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,No +7074-IEVOJ,Female,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,Yes +9625-QSTYE,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.15,952.3,Yes +0862-PRCBS,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,No +8812-ZRHFP,Female,0,Yes,Yes,30,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,No +5146-CBVOE,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,No +0454-OKRCT,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,No +5787-KXGIY,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,No +4750-ZRXIU,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,Yes +4198-VFOEA,Female,0,No,No,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,No +6630-UJZMY,Female,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,No +5709-LVOEQ,Female,0,Yes,Yes,0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,80.85, ,No +6400-BWQKW,Female,0,No,No,6,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Yes +2692-AQCPF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,No +0347-UBKUZ,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,No +0835-DUUIQ,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,No +0811-GSDTP,Female,0,No,Yes,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,No +7567-ECMCM,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001,No +6115-ZTBFQ,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,No +6353-BRMMA,Female,0,Yes,Yes,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,No +6680-WKXRZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Yes +6231-WFGFH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,No +9904-EHEVJ,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,No +7028-DVOIQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,Yes +6169-PPETC,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,No +4208-UFFGW,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,Yes +8584-KMVXD,Female,0,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,No +8467-WYNSR,Male,0,No,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,No +0851-DFJKB,Female,0,No,No,15,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,No +5382-SOYZL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,No +9448-REEVD,Male,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Yes +3261-CQXOL,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,No +8388-FYNPZ,Male,0,No,No,4,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,No +4002-BQWPQ,Male,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,No +5651-YLPRD,Female,0,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,No +2826-DXLQO,Male,1,Yes,No,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,No +4378-BZYFP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,No +9489-UTFKA,Male,1,Yes,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,No +4849-PYRLQ,Female,1,No,No,56,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,No +9117-SHLZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes +9889-TMAHG,Male,1,No,No,8,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,Yes +4541-RMRLG,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Yes +7764-BDPEE,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,No +3429-IFLEM,Female,0,No,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,No +3158-MOERK,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,174.8,Yes +7294-TMAOP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,Yes +5002-GCQFH,Male,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,No +0556-FJEGU,Male,0,No,No,58,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,No +8919-FYFQZ,Male,1,Yes,No,44,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Yes +0604-THJFP,Female,0,Yes,Yes,59,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,No +2834-JRTUA,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,Yes +5875-YPQFJ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes +5879-SESNB,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,No +6646-QVXLR,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,Yes +6461-PPAXN,Female,0,Yes,Yes,35,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916,No +3318-ISQFQ,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413,No +1106-HRLKZ,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,No +2483-XSSMZ,Female,0,No,No,39,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,47.85,1886.4,No +8603-IJWDN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,Yes +8165-ZJRNM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,No +9369-XFEHK,Female,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Yes +2604-XVDAM,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,No +3717-OFRTN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,No +9046-JBFWA,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,No +3280-NMUVX,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,No +1206-EHBDD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,No +8361-LBRDI,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,No +4883-KCPZJ,Female,0,Yes,Yes,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,No +9108-EQPNQ,Female,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,No +7277-KAMWT,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,268.45,No +3842-IYKUE,Female,0,No,No,35,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,Yes +6641-XRPSU,Female,0,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.0,2416.1,Yes +1374-DMZUI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,Yes +2545-LXYVJ,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,No +3234-VKACU,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,No +8357-EQXFO,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,Yes +1989-PRJHP,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Yes +8120-JDCAM,Male,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,No +8917-FAEMR,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,No +7047-YXDMZ,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,417.7,No +2858-EIMXH,Female,1,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.85,5016.25,No +9524-EGPJC,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Yes +6993-OHLXR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,Yes +8818-XYFCQ,Male,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,Yes +6419-ZTTLE,Male,1,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,No +0929-HYQEW,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,No +6614-YOLAC,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,No +7426-RHZGU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,No +4065-JJAVA,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,No +4695-VADHF,Male,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,Yes +3863-IUBJR,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,Yes +7649-SIJJF,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,No +9361-YNQWJ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,No +3748-FVMZZ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,No +9391-TTOYH,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,No +1452-XRSJV,Female,0,Yes,Yes,39,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,2066,No +3422-WJOYD,Male,0,Yes,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,No +8242-SOQUO,Female,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,No +7460-ITWWP,Female,1,Yes,No,45,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,No +7147-AYBAA,Male,0,No,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,No +7868-TMWMZ,Female,1,Yes,No,60,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,6668.35,No +4822-RVYBB,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,Yes +6732-FZUGP,Female,0,No,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,No +8436-BJUMM,Male,0,Yes,Yes,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,Yes +4184-TJFAN,Female,1,Yes,Yes,3,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,Yes +8329-GWVPJ,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,No +1352-VHKAJ,Male,0,Yes,Yes,27,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,No +4145-UQXUQ,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,Yes +2632-TACXW,Female,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,No +8146-QQKZH,Female,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,No +1767-CJKBA,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,No +6445-TNRXS,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,No +4581-LNWUM,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,No +4869-EPIUS,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Electronic check,80.9,4557.5,No +9948-YPTDG,Male,0,Yes,No,38,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Yes +1236-WFCDV,Male,1,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,Yes +1915-OAKWD,Female,0,No,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,No +7296-PIXQY,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,1046.5,No +4883-QICIH,Male,0,Yes,Yes,32,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Yes +3354-OADJP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,No +3524-WQDSG,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,No +0810-DHDBD,Female,0,No,No,52,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.0,3877.65,No +4026-SKKHW,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.25,152.3,No +2829-HYVZP,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,No +8329-IBCTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes +1271-SJBGZ,Male,1,No,No,12,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Yes +3845-JHAMY,Female,0,Yes,Yes,16,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,No +7013-PSXHK,Female,0,No,No,40,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,No +5669-SRAIP,Female,0,No,No,5,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,Yes +5981-ITEMU,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,Yes +3486-NPGST,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,No +6941-PMGEP,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.0,412.5,Yes +1624-WOIWJ,Female,0,No,No,10,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.7,832.05,Yes +2074-GKOWZ,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,Yes +0376-YMCJC,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,Yes +6100-FJZDG,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,No +4829-ZLJTK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,No +1730-VFMWO,Female,0,Yes,No,34,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,No +7143-BQIBA,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,No +3800-LYTRK,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,No +0634-SZPQA,Female,0,No,No,23,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,Yes +9646-NMHXE,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,No +7030-NJVDP,Male,0,Yes,No,24,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,No +5536-RTPWK,Male,0,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,Yes +8883-GRDWQ,Male,1,No,No,20,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.0,1055.9,No +6166-ILMNY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Yes +3097-NNSPB,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Yes +7771-ZONAT,Male,0,No,No,22,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,No +0655-RBDUG,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713,Yes +2111-DWYHN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,No +4194-WHFCB,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,No +4121-AGSIN,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,No +4361-BKAXE,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,Yes +9845-PEEKO,Female,1,No,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Two year,Yes,Credit card (automatic),79.2,4590.35,No +0455-XFASS,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,No +0301-KOBTQ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,No +1751-NCDLI,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,No +4367-NUYAO,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75, ,No +9878-TNQGW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,Yes +9170-ARBTB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,No +4441-NIHPT,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Yes +8999-BOHSE,Female,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,Yes +7241-AJHFS,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,No +7029-RPUAV,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,Yes +4546-FOKWR,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,No +9036-CSKBW,Female,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),107.45,5680.9,No +5832-TRLPB,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,No +8590-YFFQO,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,No +8659-IOOPU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,No +1338-CECEE,Male,0,Yes,Yes,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,No +7439-DKZTW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,No +4646-QZXTF,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,No +4607-CHPCA,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,90.4,2178.6,Yes +9742-XOKTS,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,No +6921-OZMFH,Male,0,Yes,Yes,5,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,No +9578-FOMUK,Male,0,No,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,No +4712-UYOOI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,417.65,No +8824-RWFXJ,Male,0,Yes,Yes,3,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,Yes +7722-CVFXN,Male,0,Yes,Yes,54,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,No +8717-VCTXJ,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,No +7363-QTBIW,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,No +4159-NAAIX,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253,No +0971-QIFJK,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,No +9397-TZSHA,Female,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,No +3391-JSQEW,Male,0,Yes,No,40,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,No +0343-QLUZP,Male,0,No,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,No +9763-PDTKK,Female,0,No,No,4,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Yes +2176-LVPNX,Female,1,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,No +7627-JKIAZ,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Yes +3312-UUMZW,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,No +1271-UODNO,Male,0,No,No,39,Yes,Yes,DSL,No,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),53.85,2200.7,No +8461-EFQYM,Female,0,No,No,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,No +6900-RBKER,Male,0,No,No,52,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,No +6891-JPYFF,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,No +1459-QNFQT,Male,0,Yes,Yes,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,No +1047-NNCBF,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,No +3696-XRIEN,Female,0,No,No,50,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,No +4081-DYXAV,Female,0,No,No,19,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,Yes +0074-HDKDG,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611,No +8791-GFXLZ,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,No +8111-SLLHI,Male,1,Yes,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,Yes +0927-LCSMG,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,Yes +9330-DHBFL,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,No +0098-BOWSO,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,No +3452-ABWRL,Male,1,No,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,No +5859-HZYLF,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,No +8257-RZAHR,Female,0,Yes,No,14,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941,Yes +5293-WXJAK,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,Yes +3156-QLHBO,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,No +2208-NQBCT,Female,0,Yes,Yes,26,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,No +1779-PWPMG,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,No +6621-NRZAK,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1209.25,No +0831-JNISG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,No +0774-IFUVM,Male,0,Yes,Yes,11,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,No +3082-WQRVY,Male,1,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,No +9553-DLCLU,Female,0,No,Yes,13,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,No +1641-BYBTK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,No +2460-NGXBJ,Male,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,No +2446-ZKVAF,Male,0,Yes,No,18,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,No +0841-NULXI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.55,35.55,Yes +3522-CDKHF,Female,0,Yes,No,32,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,No +1430-SFQSA,Male,0,No,No,29,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,No +0411-EZJZE,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,No +7851-WZEKY,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,Yes +8844-TONUD,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,96.65,1162.85,Yes +8807-ARQET,Female,0,No,No,41,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,No +8992-CEUEN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,No +4320-QMLLA,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,No +8777-PVYGU,Female,0,Yes,No,52,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,No +8292-ITGYJ,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,No +6870-ZWMNX,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,No +0621-CXBKL,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,No +5268-DSMNQ,Female,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,No +5334-JLAXU,Female,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,No +4086-YQSNZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,Yes +6242-MBHPK,Female,1,Yes,No,23,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,No +5868-CZJDR,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,Yes +9359-UGBTK,Female,0,No,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,No +0135-NMXAP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,Yes +4782-OSFXZ,Female,1,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,No +6479-OAUSD,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,No +7129-ACFOG,Female,0,No,No,5,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,No +4189-NAKJS,Male,0,No,No,26,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,No +5562-BETPV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,No +1282-IHQAC,Male,1,No,No,70,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,No +9127-FHJBZ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.0,8093.15,No +6270-OMFIW,Male,0,Yes,No,60,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,Yes +1641-RQDAY,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,No +0107-WESLM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Yes +6994-ORCWG,Female,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,No +1346-UFHAX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.0,1029.35,No +3992-YWPKO,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,Yes +2933-XEUJM,Female,0,No,No,46,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,No +0125-LZQXK,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,Yes +5461-QKNTN,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,No +4835-YSJMR,Male,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,No +8399-YNDCH,Male,1,No,No,21,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,Yes +3164-YAXFY,Male,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196,No +0887-WBJVH,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,No +4660-IRIBM,Male,0,Yes,Yes,18,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,No +5673-FSSMF,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,Yes +7670-ZBPOQ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,No +8089-UZWLX,Female,1,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,No +0080-OROZO,Female,0,No,No,35,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.25,3532,No +3916-NRPAP,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,No +6807-SIWJI,Male,0,No,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,No +8221-HVAYI,Male,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,No +1579-KLYDT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,Yes +5232-NXPAY,Female,0,No,No,47,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,74.45,3510.3,No +8967-SZQAS,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,No +4468-KAZHE,Female,1,Yes,No,20,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.0,1259.35,No +0455-ENTCR,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,No +8944-AILEF,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,No +5542-NKVRU,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,No +7126-RBHSD,Female,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,78.9,1348.95,No +5370-IIVVL,Male,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778,No +6789-HJBWG,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,No +3927-NLNRY,Male,0,Yes,No,53,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,Yes +9087-EYCPR,Female,0,No,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1505.05,No +6791-YBNAK,Male,0,Yes,Yes,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,No +6358-LYNGM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes +6077-BDPXA,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,No +0013-MHZWF,Female,0,No,Yes,9,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,No +5494-HECPR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,Yes +8268-YDIXR,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,No +9824-BEMCV,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,Yes +1373-ORVIZ,Female,0,Yes,Yes,11,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Yes +4291-SHSBH,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,No +6980-IMXXE,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,No +9866-QEVEE,Male,0,No,No,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,Yes +9897-KXHCM,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.3,250.05,Yes +0040-HALCW,Male,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,No +0784-GTUUK,Male,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,No +7979-CORPM,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Yes +2294-DMMUS,Female,0,Yes,Yes,62,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,No +0872-JCPIB,Male,0,No,No,17,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,No +3055-MJDSB,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,No +9091-WTUUY,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,No +1618-CFHME,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,Yes +3165-HDOEW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes +6581-NQCBA,Female,0,Yes,No,16,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,Yes +7115-IRDHS,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,No +8496-DMZUK,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,No +2040-VZIKE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,No +9068-VPWQQ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,No +0178-SZBHO,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,No +0384-RVBPI,Male,0,No,No,20,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,No +1689-MRZQR,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,Yes +1299-AURJA,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,No +4525-VZCZG,Male,0,No,Yes,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,No +1543-LLLFT,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,No +5835-BEQEU,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Yes +2788-CJQAQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,No +5565-FILXA,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,Yes +0319-QZTCO,Female,0,Yes,Yes,3,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,No +2120-SMPEX,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,No +0096-FCPUF,Male,0,No,No,30,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,No +0668-OGMHD,Female,0,Yes,No,21,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,28.5,629.35,No +5552-ZNFSJ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes +2223-KAGMX,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Yes +6507-ZJSUR,Male,1,Yes,No,23,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,No +9408-HRXRK,Female,0,Yes,Yes,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,No +5593-SUAOO,Female,0,Yes,Yes,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,No +7321-PKUYW,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,Yes +2833-SLKDQ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,Yes +6766-HFKLA,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,No +7595-EUIVN,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,Yes +7617-EYGLW,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No +2026-TGDHM,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,Yes +9220-ZNKJI,Female,1,Yes,No,55,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,No +4030-VPZBD,Female,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,Yes +2226-ICFDO,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,No +0723-VSOBE,Female,1,No,No,45,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,No +5529-GIBVH,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,No +4187-CINZD,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,Yes +9992-UJOEL,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,No +4741-WWJQZ,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.15,194.55,No +6625-UTXEW,Female,0,Yes,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,No +6818-WOBHJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Yes +6244-BESBM,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,No +1004-NOZNR,Male,1,No,Yes,56,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,No +1251-STYSZ,Female,1,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,No +2612-PHGOX,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,No +2408-TZMJL,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,Yes +8480-PPONV,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,No +8780-IHCRN,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,No +4598-ZADCK,Female,0,No,No,53,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,No +1257-SXUXQ,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,No +9681-KYGYB,Male,1,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,No +7182-OVLBJ,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,No +5095-ETBRJ,Female,0,Yes,No,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,No +7005-CYUIL,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,No +4821-WQOYN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,No +4730-AWNAU,Male,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,No +3452-FLHYD,Male,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,No +2388-LAESQ,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,No +9531-NSBMR,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,No +6260-ONULR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,No +4389-UEFCZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544,No +8711-LOBKY,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,No +9134-CEQMF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,Yes +8985-OOPOS,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,No +8800-ZKRFW,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,No +2616-FLVQC,Male,0,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,No +9968-FFVVH,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,No +3108-PCCGG,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,No +7993-PYKOF,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.0,632.95,Yes +8390-FESFV,Female,0,No,No,62,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,No +3022-BEXHZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,No +5027-XWQHA,Male,0,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,Yes +6248-TKCQV,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,No +6729-GDNGC,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,No +6198-ZFIOJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,402.5,No +5989-OMNJE,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,No +4566-QVRRW,Female,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Yes +1291-CUOCY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,No +9795-SHUHB,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,No +3230-IUALN,Female,0,Yes,Yes,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,81.0,3533.6,No +0042-RLHYP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,No +8519-IMDHU,Male,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Yes +4945-RVMTE,Female,0,No,No,28,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,No +0201-OAMXR,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,Yes +1866-NXPSP,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,No +3372-KWFBM,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281,Yes +7831-QGOXH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,Yes +6393-WRYZE,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,Yes +3941-XTSKM,Male,0,Yes,Yes,42,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,No +1661-CZBAU,Male,0,No,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,No +6599-RCLCJ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,Yes +9831-BPFRI,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,Yes +5158-RIVOP,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,No +9788-YTFGE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,No +9277-JOOMO,Female,0,No,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,No +1907-YLNYW,Male,0,No,No,8,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579,No +1725-MIMXW,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Yes +8947-YRTDV,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,No +3161-ONRWK,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),65.85,3928.3,No +0114-RSRRW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,No +4565-NLZBV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,No +0031-PVLZI,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Yes +7206-GZCDC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes +6682-VCIXC,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,No +4791-QRGMF,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,Yes +6475-VHUIZ,Female,0,Yes,No,23,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,1221.55,No +3910-MRQOY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,No +0661-WCQNQ,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),56.25,1292.2,No +7537-RBWEA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,No +4656-CAURT,Male,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,No +0121-SNYRK,Male,0,No,No,50,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,No +1768-ZAIFU,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Yes +4671-LXRDQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.0,96.45,Yes +3733-LSYCE,Female,0,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,No +6265-FRMTQ,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,No +1934-SJVJK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes +3838-OZURD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,Yes +1371-DWPAZ,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),56.05, ,No +9269-CQOOL,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,Yes +2017-CCBLH,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,141.6,No +7690-KPNCU,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,No +0536-BGFMZ,Female,0,Yes,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,No +2293-IJWPS,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.75,5985,No +2845-HSJCY,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,Yes +5469-NUJUR,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,No +1184-PJVDB,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,Yes +2625-TRCZQ,Female,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,No +4102-HLENU,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,No +7266-GSSJX,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,No +7722-VJRQD,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,No +7073-QETQY,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,No +9415-DPEWS,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,Yes +5624-RYAMH,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,No +0196-JTUQI,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,No +7130-YXBRO,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,No +9272-LSVYH,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,No +7943-RQCHR,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,Yes +3793-MMFUH,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290,Yes +3249-ZPQRG,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,Yes +2568-BRGYX,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Yes +3084-DOWLE,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6474.4,No +1084-MNSMJ,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,No +7721-JXEAW,Male,0,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Yes +7249-WBIYX,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,Yes +4238-HFHSN,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,No +6250-CGGUN,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,No +5478-JJVZK,Female,0,No,No,33,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,No +7596-IIWYC,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,No +6567-HOOPW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,Yes +9793-WECQC,Male,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.3,2192.9,No +4291-HPAXL,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No +8999-YPYBV,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,No +1839-FBNFR,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,No +3164-AALRN,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70.0,347.4,Yes +3071-MVJCD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,No +1697-BCSHV,Female,0,Yes,Yes,58,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,No +0562-KBDVM,Female,0,No,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),44.6,3058.15,No +1131-SUEKT,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,No +3717-OEAUQ,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,No +4538-WNTMJ,Female,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,No +3334-CTHOL,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Yes +4704-ERYFC,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554,Yes +9432-RUVSL,Female,0,No,No,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,No +8060-HIWJJ,Male,0,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,No +7684-XSZIY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,No +9089-UOWJG,Female,0,Yes,Yes,12,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,No +8621-MNIHH,Female,1,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,Yes +8039-ACLPL,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,No +9885-AIBVB,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,No +1934-MKPXS,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,No +2592-YKDIF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No +2272-JKMSI,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,No +0471-LVHGK,Male,0,Yes,No,41,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73.0,3001.2,Yes +9518-RWHZL,Female,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,Yes +8714-CTZJW,Female,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,No +3569-EDBPQ,Female,0,No,No,24,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,No +3131-NWVFJ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,No +7521-YXVZY,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,No +5419-CONWX,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Yes +6240-EURKS,Female,0,No,Yes,18,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.0,553,Yes +2373-NTKOD,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,No +1970-KKFWL,Female,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,No +6960-HVYXR,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.0,76,Yes +9337-SRRNI,Male,0,No,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,No +0895-UADGO,Male,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,44.55,343.45,No +5678-VFNEQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,No +5977-CKHON,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039,No +7024-OHCCK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,170.85,Yes +2692-BUCFV,Male,1,No,No,29,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,No +7861-UVUFT,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.3,1308.4,Yes +1830-GGFNM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,No +5302-BDJNT,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,95.5,3418.2,No +5223-UZAVK,Male,0,No,No,64,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,No +4859-ZSRDZ,Female,0,Yes,Yes,58,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,No +5651-WYIPH,Female,1,No,No,18,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,No +9350-VLHMB,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,No +3498-LZGQZ,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,No +8785-CJSHH,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,No +5357-TZHPP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Yes +3870-SPZSI,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,No +0680-DFNNY,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,1504.05,Yes +7560-QRBXH,Female,0,No,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,No +7077-XJMET,Male,0,Yes,No,12,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,No +8752-GHJFU,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92.0,6585.2,No +6896-SRVYQ,Male,1,No,No,44,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,No +7767-UXAGJ,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Yes +4652-ODEVH,Male,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,No +6510-UPNKS,Female,0,No,No,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,No +6718-BDGHG,Female,0,Yes,No,43,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,No +9046-DQMTP,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,No +6439-LAJXL,Male,0,Yes,No,9,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,68.95,593.85,No +1571-SAVHK,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,Yes +9052-VKDUW,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,No +9546-CQJSU,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,Yes +1666-JZPZT,Male,0,No,No,27,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.0,1291.35,No +5777-KJIRB,Female,0,No,No,40,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,50.25,2023.55,No +0506-LVNGN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Yes +7677-SJJJK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,No +2480-EJWYP,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,No +3253-HKOKL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,No +7055-HNEOJ,Male,0,Yes,No,3,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,No +5514-YQENT,Male,0,No,Yes,41,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,No +3211-AAPKX,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,No +8445-DNBAE,Male,0,No,Yes,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,No +2951-QOQTK,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,Yes +2958-NHPPS,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,No +6806-YDEUL,Female,1,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,No +1735-XMJVH,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,No +6890-PFRQX,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,69.5,1199.4,No +0222-CNVPT,Male,1,No,No,52,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,No +5899-OUVKV,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,No +8681-ICONS,Male,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,No +1621-YNCJH,Female,0,Yes,No,36,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,No +3473-XIIIT,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,1534.75,Yes +6362-QHAFM,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,No +7893-IXHRQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Yes +3070-BDOQC,Female,0,No,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,No +2952-QAYZF,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,Yes +6234-PFPXL,Male,0,Yes,No,22,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,No +9824-QCJPK,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,666.75,No +4763-PGDPO,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281,Yes +4283-IVYCI,Male,0,No,No,9,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,No +1866-OBPNR,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.6,74.6,No +8205-MQUGY,Male,0,Yes,Yes,12,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,No +8970-ANWXO,Female,0,No,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,73.75,1756.6,No +9480-BQJEI,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,No +5394-SVGJV,Male,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,Yes +6979-TNDEU,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,No +9777-WJJPR,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,No +9283-LZQOH,Male,0,Yes,Yes,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Yes +7079-QRCBC,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,Yes +9495-SKLKD,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,No +6048-UWKAL,Female,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,No +5067-DGXLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,No +5469-CTCWN,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106.0,6547.7,Yes +9851-QXEEQ,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,Yes +6281-FKEWS,Female,0,No,No,44,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265,No +8898-KASCD,Male,0,No,No,39,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,No +9242-TKFSV,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,No +9290-SHCMB,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,No +0743-HNPFG,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,No +2277-BKJKN,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,No +9809-IMGCQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,Yes +5208-HFSBT,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Yes +5035-PGZXH,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,No +8695-WDYEA,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.25,51.25,No +6543-JXSOO,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,No +8016-ZMGMO,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,No +8605-ITULD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +3254-YRILK,Male,1,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,Yes +6416-YJTTB,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,No +2667-WYLWJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145,Yes +4472-VESGY,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,No +3195-TQDZX,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,No +3128-YOVTD,Female,0,Yes,Yes,51,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,No +0529-ONKER,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Yes +1728-CXQBE,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,No +7041-TXQJH,Female,0,No,No,37,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,No +5014-GSOUQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,No +5724-BIDBU,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,No +0481-SUMCB,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,No +1769-GRUIK,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,No +5240-IJOQT,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +8819-WFGGJ,Male,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,No +7427-AUFPY,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,No +2811-POVEX,Female,1,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,No +1092-GANHU,Male,0,No,No,17,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Yes +7898-PDWQE,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,No +9972-EWRJS,Female,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,No +9314-IJWSQ,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,1203.9,No +0661-XEYAN,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Yes +5799-JRCZO,Female,0,No,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,No +1921-KYSAY,Female,0,No,No,41,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,No +6198-RTPMF,Female,0,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,No +2924-KHUVI,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,No +1925-GMVBW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,No +7881-EVUAD,Female,0,No,No,2,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,Yes +6184-DYUOB,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,No +9207-ZPANB,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,No +5766-XQXMQ,Female,0,No,No,29,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Yes +9327-QSDED,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,No +1656-DRSMG,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,No +3012-VFFMN,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,No +2984-AFWNC,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,No +0640-YJTPY,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1493.75,No +8096-LOIST,Female,0,No,No,19,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,No +9764-REAFF,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,No +3703-VAVCL,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90.0,190.05,Yes +7107-UBYKY,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,No +4881-GQJTW,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,No +8519-QJGJD,Female,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Yes +7876-DNYAP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,No +7905-NJMXS,Male,1,Yes,No,7,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,64.2,475,No +2882-WDTBA,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,No +2091-GPPIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,No +6326-MTTXK,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,Yes +5071-FBJFS,Female,0,Yes,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.3,217.1,No +2796-UUZZO,Male,0,Yes,Yes,63,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,No +2429-AYKKO,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,No +9798-OPFEM,Female,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,No +0330-IVZHA,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,Yes +3794-NFNCH,Male,0,Yes,No,30,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,1474.9,No +5193-QLVZB,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,No +7114-AEOZE,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,No +2886-KEFUM,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,Yes +5522-NYKPB,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,No +4237-RLAQD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes +9957-YODKZ,Male,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,No +6518-KZXCB,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,No +2245-ADZFJ,Female,0,Yes,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,No +7776-QGYJC,Female,0,Yes,Yes,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,No +9313-QOLTZ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,No +9651-GTSAQ,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,Yes +3186-BAXNB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,Yes +4672-FOTSD,Male,0,No,No,12,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,No +0637-YLETY,Female,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Yes +9818-XQCUV,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,No +7338-ERIVA,Male,0,No,Yes,39,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,No +1157-BQCUW,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Yes +8259-NFJTV,Female,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,No +3223-DWFIO,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,No +2660-EMUBI,Male,1,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,Yes +6968-GMKPR,Female,0,No,No,55,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,No +4751-ERMAN,Male,0,Yes,Yes,72,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,No +1436-ZMJAN,Female,0,Yes,No,10,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,No +3292-PBZEJ,Male,1,No,No,11,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,No +0799-DDIHE,Female,0,Yes,Yes,15,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,No +3070-FNFZQ,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,No +2812-SFXMJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +7675-OZCZG,Female,1,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.0,127.1,Yes +5014-WUQMG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,No +5312-TSZVC,Female,0,No,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,No +2003-CKLOR,Male,0,No,No,66,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,Yes +0993-OSGPT,Female,1,Yes,No,68,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,No +9254-RBFON,Female,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,Yes +1205-WNWPJ,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,Yes +9391-EOYLI,Male,1,Yes,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,Yes +7108-DGVUU,Female,1,Yes,No,21,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,No +2782-JEEBU,Male,0,No,No,21,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.0,780.15,No +5127-BZENZ,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),65.2,3512.15,No +2720-FVBQP,Female,0,Yes,Yes,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,No +9906-NHHVC,Female,1,No,No,65,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,No +4522-XRWWI,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,No +3766-EJLFL,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,No +5939-SXWHM,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,No +8152-UOBNY,Female,1,No,No,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,No +7351-KYHQH,Female,1,No,No,7,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,No +7643-RCHXS,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,No +8246-SHFGA,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,No +8387-MOJJT,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384,Yes +0620-XEFWH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,No +6485-QXWWE,Female,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.0,1638.7,No +2761-OCIAX,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,165.4,Yes +7321-VGNKU,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,No +5327-CNLUQ,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,No +7552-KEYGT,Male,0,Yes,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,No +5816-JMLGY,Female,0,Yes,Yes,70,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,No +3068-OMWZA,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,88.8,Yes +2927-QRRQV,Male,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,No +6032-KRXXO,Male,0,No,No,30,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,Yes +7459-RRWQZ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Yes +6265-SXWBU,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,No +7941-RCJOW,Male,0,No,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,No +6374-NTQLP,Male,1,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,No +4154-AQUGT,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Yes +2387-KDZQY,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,No +3584-WKTTW,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,No +3399-BMLVW,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,No +1971-DTCZB,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,No +3092-IGHWF,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,Yes +3374-PZLXD,Male,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,No +3813-DHBBB,Male,0,Yes,No,67,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,No +2812-REYAT,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,No +6518-PPLMZ,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,No +4939-KYYPY,Male,0,No,No,27,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,No +8017-LXHFA,Female,1,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,Yes +5930-GBIWP,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,No +6022-KOUQO,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,No +6352-TWCAU,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,Yes +2361-UPSND,Female,0,Yes,No,46,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,No +6035-RIIOM,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,No +2929-QNSRW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,Yes +1262-OPMFY,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Yes +9504-DSHWM,Male,0,No,No,20,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,No +5035-BVCXS,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,No +6267-DCFFZ,Female,1,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,No +3533-UVMOM,Male,0,Yes,No,68,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,No +2439-LYPMQ,Male,1,Yes,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,No +4248-QPAVC,Female,1,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Yes +1899-VXWXM,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,Yes +1478-VPOAD,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,No +9995-HOTOH,Male,0,Yes,Yes,63,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,59.0,3707.6,No +2988-PLAHS,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,No +1371-OJCEK,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,No +4999-IEZLT,Male,0,No,No,66,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,No +8883-ANODQ,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,No +4690-LLKUA,Male,1,No,No,17,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Yes +2351-RRBUE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,No +5980-BDHPY,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,No +1498-DQNRX,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,No +9469-WEJBT,Male,0,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,No +3331-HQDTW,Female,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,Yes +9490-DFPMD,Female,1,No,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,Yes +2581-VKIRT,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,No +5442-XSDCW,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,Yes +7426-WEIJX,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,No +2851-MMUTZ,Female,0,No,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,No +3049-NDXFL,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.8,85.8,Yes +8580-AECUZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,Yes +3307-TLCUD,Male,0,Yes,No,17,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,34.4,592.75,No +6625-FLENO,Male,0,Yes,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,No +2967-MXRAV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,No +7963-GQRMY,Female,0,Yes,Yes,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,Yes +8189-HBVRW,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.8,4921.2,No +4163-KIUHY,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,No +1228-FZFRV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,Yes +3500-NSDOA,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,No +1171-TYKUR,Male,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,No +3761-FLYZI,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,No +2058-DCJBE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,Yes +5364-XYIRR,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,Yes +4829-AUOAX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,Yes +1219-NNDDO,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,No +8388-DMKAE,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,No +4403-BWPAY,Male,0,No,No,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,No +9659-QEQSY,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,No +5405-ZMYXQ,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,No +5047-LHVLY,Male,1,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Yes +1442-OKRJE,Male,0,Yes,Yes,66,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,No +4737-AQCPU,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),72.1,5016.65,No +9158-VCTQB,Female,0,Yes,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Yes +2808-CHTDM,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,No +6311-UEUME,Female,0,No,No,29,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,Yes +0793-TWELN,Female,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,No +3283-WCWXT,Male,0,Yes,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,No +1060-ENTOF,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,No +0999-QXNSA,Male,1,No,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,No +5451-MHQOF,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,No +4836-WNFNO,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1849.2,No +9225-BZLNZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,No +0354-VXMJC,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,No +4422-QVIJA,Female,0,No,Yes,35,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,No +9365-SRSZE,Male,1,Yes,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,No +6839-ITVZJ,Female,0,Yes,Yes,26,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,Yes +8332-OSJDW,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,No +4735-BJKOU,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,No +0274-JKUJR,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,No +5740-YHGTW,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,No +8917-SZTTJ,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,No +1696-MZVAU,Male,0,Yes,Yes,39,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,No +7359-WWYJV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,No +0375-HVGXO,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,34.7,34.7,Yes +4906-ZHGPK,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770,No +8593-WHYHV,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,Yes +3795-GWTRD,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,No +1298-PHBTI,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,No +6223-DHJGV,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,No +6961-MJKBO,Male,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943,No +6097-EQISJ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,Yes +4423-YLHDV,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Yes +8158-WPEZG,Male,0,No,No,11,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,No +0107-YHINA,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,Yes +4918-FYJNT,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,No +0727-BNRLG,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,No +4854-CIDCF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,No +8640-SDGKB,Male,0,No,No,4,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,Yes +3280-MRDOF,Male,1,No,No,30,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,No +6435-SRWBJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,No +9964-WBQDJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,No +6303-KFWSL,Female,0,No,No,29,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,No +1702-CCFNJ,Male,0,Yes,No,52,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,No +8932-CZHRQ,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,No +0386-CWRGM,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,No +5515-RUGKN,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,No +0404-AHASP,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,No +7279-NMVJC,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,No +2081-VEYEH,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,No +6407-UTSLV,Female,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,No +4116-TZAQJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Yes +9060-HJJRW,Female,0,No,No,51,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,No +2587-YNLES,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,No +7398-SKNQZ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,No +5935-FCCNB,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,No +1958-RNRKS,Male,0,Yes,No,30,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,No +5136-RGMZO,Male,0,No,No,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,No +8345-MVDYC,Female,0,No,No,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,No +8226-BXGES,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,No +3877-JRJIP,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.85,59.85,Yes +8375-DKEBR,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +9705-IOVQQ,Male,1,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99.0,5969.3,No +1015-OWJKI,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,No +7511-YMXVQ,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,Yes +2040-XBAVJ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,No +7551-JOHTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Yes +8887-IPQNC,Female,0,Yes,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,No +8646-JCOMS,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,No +9804-ICWBG,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes +1222-KJNZD,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,No +0106-GHRQR,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,No +5318-IXUZF,Female,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,Yes +3768-VHXQO,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,No +8952-WCVCD,Female,0,Yes,No,41,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,4162.05,No +2418-TPEUN,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,No +3963-RYFNS,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,No +3198-VELRD,Female,0,Yes,Yes,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Yes +8540-ZQGEA,Female,0,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,No +1320-REHCS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832,No +4137-JOPHL,Female,0,No,No,50,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,No +9436-ZBZCT,Male,0,No,No,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,Yes +7801-CEDNV,Male,0,Yes,No,27,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,No +2057-BOYKM,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,No +3658-QQJYD,Male,0,No,No,62,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,No +1803-BGNBD,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,No +0134-XWXCE,Female,1,No,No,44,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,No +6950-TWMYB,Male,0,Yes,Yes,54,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,No +5848-FHRFC,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,No +2243-FNMMI,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,No +2511-MORQY,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,No +5356-KZCKT,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,No +9470-XCCEM,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,No +6519-CFDBX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,No +3902-MIVLE,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,No +0409-WTMPL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,No +8763-KIAFH,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,No +3669-WHAFY,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,No +3055-VTCGS,Female,0,No,No,63,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),58.55,3503.5,No +3144-KMTWZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,No +7279-BUYWN,Female,1,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,Yes +7156-MHUGY,Male,1,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,Yes +7198-GLXTC,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.0,143.65,Yes +2007-QVGAW,Female,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,No +5207-PLSTK,Male,0,Yes,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,No +2307-FYNNL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.05,7108.2,No +5605-XNWEN,Male,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,1802.55,No +2155-AMQRX,Female,0,No,No,28,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,No +6181-AXXYF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,No +5091-HFAZW,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,No +0516-VRYBW,Female,0,No,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Yes +2519-LBNQL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,No +8623-ULFNQ,Female,1,No,No,26,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,No +8380-PEFPE,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes +5687-DKDTV,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Yes +1568-LJSZU,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,No +7530-HDYDS,Female,0,No,No,38,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Yes +7789-HKSBS,Female,1,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,No +7416-CKTEP,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,No +2586-CWXVV,Male,0,Yes,No,54,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,No +3096-IZETN,Female,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Yes +2348-KCJLT,Female,0,Yes,No,44,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,No +8401-EMUWF,Male,0,Yes,Yes,42,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,No +4193-IBKSW,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,No +5377-NDTOU,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,No +5922-ABDVO,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,Yes +2474-LCNUE,Female,0,Yes,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,No +0839-QNXME,Female,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,No +3506-OVLKD,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,No +9172-ANCRX,Female,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,Yes +6650-VJONK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,No +2178-PMGCJ,Male,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,No +7492-TAFJD,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280,No +2773-MADBQ,Female,0,No,No,36,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,No +6016-LVTJQ,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,No +7860-KSUGX,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720,No +8966-KZXXA,Male,0,Yes,Yes,36,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,No +6910-HADCM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,Yes +4816-LXZYW,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Yes +9606-PBKBQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2642.05,Yes +5149-QYTTU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,No +2070-XYMFH,Female,1,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,No +2085-BOJKI,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,No +0817-HSUSE,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,No +5442-PPTJY,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,No +1927-QEWMY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,No +1663-MHLHE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No +5663-QBGIS,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.35,6929.4,No +4450-MDZFX,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,No +6701-DHKWQ,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,No +7554-AKDQF,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,No +3536-IQCTX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,Yes +4911-BANWH,Female,0,No,Yes,31,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,Yes +8496-EJAUI,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Yes +0794-YVSGE,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,No +5423-BHIXO,Female,0,No,No,32,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,No +6908-VVYHM,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931,No +2959-EEXWB,Female,0,Yes,Yes,45,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,No +1839-UMACK,Male,0,No,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,No +3030-YDNRM,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,No +7321-KKSDU,Male,0,No,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,No +3402-XRIUO,Female,1,Yes,No,22,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,No +3132-TVFDZ,Male,1,Yes,No,57,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,Yes +8286-AFUYI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,No +8080-DDEMJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,Yes +8356-WUAOJ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,45,No +6365-MTGZX,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,2122.45,Yes +1349-WXNGG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Yes +8058-DMYRU,Male,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,No +9350-ZXYJC,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,No +6990-YNRIO,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,Yes +8958-JPTRR,Female,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,No +6959-GQEGV,Male,0,No,No,45,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,No +3173-WSSUE,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,No +1265-HVPZB,Male,0,Yes,No,59,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,No +4115-UMJFQ,Male,0,No,No,69,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,No +7369-TRPFD,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,No +1098-KFQEC,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083,No +7190-XHTWJ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,No +0621-TWIEM,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Yes +3537-RYBHH,Female,1,Yes,No,47,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252,No +2485-ITVKB,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,Yes +3669-OYSJI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Yes +1612-EOHDH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,Yes +6702-OHFWR,Male,1,No,No,1,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,Yes +5296-BFCYD,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,No +4510-PYUSH,Female,1,No,No,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,Yes +9359-JANWS,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,No +7517-SAWMO,Female,0,Yes,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Yes +4143-HHPMK,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.35,4338.6,Yes +3279-DYZQM,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,No +7054-LGEQW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes +0523-VNGTF,Female,1,No,No,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.5,2566.3,No +9575-IWCAZ,Male,0,Yes,No,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171,No +7105-MXJLL,Female,1,Yes,No,26,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,No +7064-FRRSW,Male,1,No,No,48,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99.0,4744.35,No +7940-UQQUG,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,No +0923-PNFUB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,Yes +3961-SXAXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,No +7010-BRBUU,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,No +3566-HJGPK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,No +3062-ICYZQ,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,No +9938-PRCVK,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,No +0973-KYVNF,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,No +5129-HHMZC,Female,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,No +9637-CDTKZ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,No +3946-JEWRQ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563,No +7873-CVMAW,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,No +0463-WZZKO,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,No +3494-JCHRQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Yes +6474-FVJLC,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,165.45,Yes +4524-QCSSM,Male,0,No,No,26,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,No +5832-EXGTT,Male,0,Yes,Yes,29,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,60.2,1834.15,No +8840-DQLGN,Female,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,Yes +2039-JONDJ,Male,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,No +7217-JYHOQ,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,No +6695-FRVEC,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,No +4547-LYTDD,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,Yes +9894-QMIMJ,Female,0,No,No,23,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),55.8,1327.85,No +8069-YQQAJ,Male,0,No,No,14,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,No +6770-XUAGN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21,Yes +4193-ORFCL,Female,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,Yes +1636-NTNCO,Male,1,No,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,No +3466-WAESX,Male,0,No,Yes,16,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,69.1,1083.7,No +9281-PKKZE,Female,0,Yes,No,46,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,No +3638-VBZTA,Male,0,No,Yes,68,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,No +7459-IMVYU,Male,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,No +7776-QWNFX,Male,1,Yes,No,30,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Yes +6689-TCZHQ,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,Yes +8563-OYMQY,Male,0,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,No +0754-EEBDC,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,No +5777-ZPQNC,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,No +1951-IEYXM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,No +3318-NMQXL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.0,266.8,No +3143-ILDAL,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Yes +1022-RKXDR,Female,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,No +2361-FJWNO,Male,0,No,No,40,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36.0,1382.9,No +2272-UOINI,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,No +8232-UTFOZ,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,No +3750-YHRYO,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150,No +6637-KYRCV,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,No +5668-MEISB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,No +0129-QMPDR,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,No +7188-CBBBA,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,No +5356-CSVSQ,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,No +3221-CJMSG,Male,0,No,No,24,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,No +4720-VSTSI,Female,0,No,No,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Yes +3219-JQRSL,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,No +2801-NISEI,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,No +3946-MHCZW,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,Yes +4623-ZKHLY,Male,0,Yes,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,No +6732-VAILE,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,No +8201-AAXCB,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,No +7696-CFTAT,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,No +1845-CSBRZ,Female,1,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,No +2123-VSCOT,Female,0,Yes,Yes,59,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,No +6651-AZVTJ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4872.45,Yes +4566-GOLUK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Yes +2484-DGXPZ,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Yes +2018-QKYGT,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,No +2792-VPPET,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,No +7409-JURKQ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,No +3247-MHJKM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +1964-SVLEA,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,No +4587-NUKOX,Female,0,No,No,3,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.1,246.5,Yes +7297-DVYGA,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,No +2239-CGBUZ,Female,0,Yes,No,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,No +0854-UYHZD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,No +7243-LCGGZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,No +8267-KFGYD,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,No +4890-VMUAV,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,No +9261-WDCAF,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,No +3764-MNMOI,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,No +7442-YGZFK,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No +0420-BWTPW,Male,0,No,Yes,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,Yes +8229-BUJHX,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,No +7449-HVPIV,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,No +5504-WSIUR,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,No +8183-ONMXC,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,Yes +8466-PZBLH,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,No +9614-RMGHA,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,Yes +8735-IJJEG,Male,0,Yes,No,14,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,No +0564-MUUQK,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,No +5054-IEXZT,Male,0,No,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes +5834-ASPWA,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Yes +0701-RFGFI,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,No +0019-EFAEP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,No +5619-PTMIK,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,No +3737-XBQDD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,No +5882-CMAZQ,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,No +5846-QFDFI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,No +4445-KWOKW,Female,0,No,No,42,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,No +3511-APPBJ,Male,0,No,No,23,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,No +7967-HYCDE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,No +2430-RRYUW,Male,0,No,No,66,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,No +3948-XHGNA,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Yes +3723-BFBGR,Male,1,No,No,24,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,No +0565-IYCGT,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Yes +5447-WZAFP,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,No +5110-CHOPY,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,No +5445-UTODQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,Yes +4425-OWHWB,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,No +7892-QVYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,No +9675-ICXCT,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,No +1024-VRZHF,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Yes +4703-MQYKT,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,No +9497-QCMMS,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,Yes +5692-ICXLW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,No +0602-DDUML,Female,0,No,No,57,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,69.75,3894.4,No +2208-MPXIO,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.0,886.4,No +1960-UYCNN,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,No +0348-SDKOL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,Yes +3190-FZATL,Male,0,No,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,No +7336-RLLRH,Male,0,Yes,No,27,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,No +4373-MAVJG,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259,Yes +8901-HJXTF,Female,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,Yes +7710-JSYOA,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,No +5419-KLXBN,Female,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,Yes +3424-NMNBO,Male,1,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,Yes +9885-MFVSU,Female,0,Yes,Yes,35,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,No +4514-GFCFI,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,Yes +0607-MVMGC,Male,0,Yes,Yes,45,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,No +3365-SAIGS,Female,0,No,No,17,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,No +9828-AOQLM,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Yes +8022-BECSI,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,No +8000-REIQB,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Yes +9993-LHIEB,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,No +0266-CLZKZ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,No +7615-ESMYF,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,Yes +3858-VOBET,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Yes +7020-OZKXZ,Female,1,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,No +3977-QCRSL,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,No +0017-DINOC,Male,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,No +1447-PJGGA,Female,0,No,No,57,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,Yes +8565-CLBZW,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,Yes +9139-WQQDY,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,Yes +0224-HJAPT,Male,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,Yes +8086-OVPWV,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,Yes +9430-FRQOC,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,Yes +7639-OPLNG,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,No +3074-GQWYX,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Yes +1492-QGCLU,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,No +6845-RGTYS,Female,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,Yes +7328-OWMOM,Female,0,No,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,No +4418-LZMSV,Male,0,Yes,Yes,13,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,No +5155-AZQPB,Female,0,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,No +8861-HGGKB,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,Yes +1087-GRUYI,Male,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,No +7065-YUNRY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,Yes +7694-VLBWQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,Yes +2546-KZAAT,Male,0,Yes,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,No +0181-RITDD,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,No +5989-PGKJB,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.25,1340.1,No +4795-KTRTH,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.0,371.65,Yes +8272-ONJLV,Male,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184,No +1488-PBLJN,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,No +0308-GIQJT,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,No +3778-FOAQW,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,No +4452-ROHMO,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,No +6481-OGDOO,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,Yes +3090-LETTY,Male,0,No,Yes,2,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,No +5349-AZPEW,Female,0,Yes,Yes,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,125.5,No +3753-TSEMP,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,Yes +8305-VHZBZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +9720-JJJOR,Male,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,No +8100-HZZLJ,Female,0,No,Yes,43,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,No +8775-ERLNB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,No +8309-IEYJD,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No +9172-JITSM,Female,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,Yes +6298-QDFNH,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Yes +7398-HPYZQ,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404,No +3546-GHEAE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,No +7361-YPXFS,Female,1,No,No,28,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,No +6557-BZXLQ,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,No +2550-QHZGP,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,No +7519-JTWQH,Female,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,No +2538-OIMXF,Female,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,No +8543-MSDMF,Male,0,No,No,3,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,No +9961-JBNMK,Male,1,No,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Yes +1170-SASML,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,No +4872-JCVCA,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,No +5346-BZCHP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,No +2038-LLMLM,Female,0,No,No,48,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,No +6173-ITPWD,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065,Yes +9734-UYXQI,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Yes +1216-BGTSP,Male,0,No,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,No +4138-NAXED,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.0,4085.75,No +2189-UXTKY,Female,0,Yes,No,22,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,Yes +0744-BIKKF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,No +7483-IQWIB,Male,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,No +5248-KWLAR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,No +4958-GZWIY,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,Yes +7996-MHXLW,Female,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,No +7833-PKIHD,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,No +7061-OVMIM,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,No +5153-RTHKF,Female,0,No,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,No +1852-QSWCD,Male,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,No +4832-VRBMR,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,No +9079-LWTFD,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,No +6356-ELRKD,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,Yes +8624-GIOUT,Female,0,No,No,49,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,Yes +3392-EHMNK,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,No +5986-WWXDV,Male,0,No,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,No +3061-BCKYI,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,No +6179-GJPSO,Female,1,No,No,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,Yes +7901-TBKJX,Male,1,No,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594,No +7228-PAQPD,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,No +3177-LASXD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,Yes +7746-QYVCO,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,No +5804-HYIEZ,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,No +9919-FZDED,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,5981.65,No +5934-TSSAU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,No +3486-KHMLI,Male,0,No,Yes,21,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,No +4897-QSUYC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Yes +1084-UQCHV,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Yes +8290-YWKHZ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931,Yes +2955-BJZHG,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,Yes +3806-DXQOM,Female,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,Yes +6784-XYJAE,Female,0,No,No,36,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,No +3933-DQPWX,Female,0,No,No,50,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,No +6661-EIPZC,Female,0,Yes,Yes,48,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,No +8957-THMOA,Female,0,No,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,No +2251-PYLPB,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,No +5555-RNPGT,Male,0,No,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,No +1057-FOGLZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,No +9300-RENDD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,79.95,Yes +0761-AETCS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Yes +8087-LGYHQ,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,No +4137-BTIKL,Male,0,No,No,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,90.75,174.75,No +2190-BCXEC,Female,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,No +6227-FBDXH,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,No +2153-MREFK,Female,0,Yes,No,37,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Yes +2911-WDXMV,Male,0,No,Yes,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,No +7206-PQBBZ,Male,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,No +3106-ULWFW,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Yes +0925-VYDLG,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242,Yes +4547-FZJWE,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157,No +7422-WNBTY,Male,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092,No +0842-IWYCP,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,No +3521-HTQTV,Male,0,No,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,No +3744-ZBHON,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,No +3373-DIUUN,Male,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,No +8383-SGHJU,Female,0,No,No,33,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,No +7607-QKKTJ,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95.0,4368.85,No +7707-PYBBH,Male,0,No,No,40,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2647.1,No +8984-HPEMB,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,No +4349-GFQHK,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,Yes +4139-DETXS,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528,No +9779-DPNEJ,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.15,1790.65,No +9805-FILKB,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,No +5793-YOLJN,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,1210.3,No +0673-IGUQO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No +4123-FCVCB,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,No +7802-EFKNY,Male,0,Yes,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Yes +8311-UEUAB,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,No +5858-EAFCZ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,No +8035-BUYVG,Male,0,Yes,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,Yes +1163-ONYEY,Male,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,No +9787-XVQIU,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Yes +8945-MUQUF,Male,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,Yes +5656-MJEFC,Male,0,Yes,Yes,42,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,No +6082-OQFBA,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,No +8051-HJRLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,Yes +8974-OVACP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,No +4010-YLMVT,Female,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,No +1379-FRVEB,Male,0,No,Yes,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.0,1430.05,No +8612-GXIDD,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313,No +6288-CHQJB,Female,0,Yes,Yes,54,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,No +8160-HOWOX,Female,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,No +3023-GFLBR,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,Yes +6648-INWPS,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,No +4223-BKEOR,Female,0,No,Yes,21,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,No +4079-VTGLK,Male,1,Yes,No,30,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,No +1763-WQFUK,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,No +1391-UBDAR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,No +8894-JVDCV,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,No +2023-VQFDL,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.0,348.8,No +1345-GKDZZ,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,No +2014-MKGMH,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.1,4674.4,No +5628-FCGYG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,No +2560-WBWXF,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,No +0248-IPDFW,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,No +7978-DKUQH,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,No +4335-UPJSI,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,No +0524-IAVZO,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2624.25,Yes +2737-YNGYW,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,Yes +1784-EZDKJ,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,No +9297-FVVDH,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,No +8007-YYPWD,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,No +7101-HRBLJ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,No +5159-YFPKQ,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Yes +6635-CPNUN,Male,0,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,No +4021-RQSNY,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,Yes +5453-YBTWV,Male,0,Yes,Yes,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),101.1,6994.8,No +5039-LZRQT,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,No +2931-VUVJN,Female,1,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,No +9061-TIHDA,Male,1,Yes,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,1233.65,Yes +8699-ASUFO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,Yes +6418-PIQSP,Female,0,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,4985.9,No +8220-OCUFY,Female,0,No,No,21,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,No +3995-WFCSM,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,No +1895-QTKDO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,No +2038-OEQZH,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,No +1178-PZGAB,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,No +7927-AUXBZ,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,Yes +2626-VEEWG,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,No +2878-RMWXY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,No +1657-DYMBM,Male,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,No +7311-MQJCH,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,No +7375-WMVMT,Male,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,No +1136-XGEQU,Female,0,Yes,Yes,50,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,No +2530-FMFXO,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,No +6844-DZKRF,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,No +4695-WJZUE,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.55,179.25,Yes +7619-ODSGN,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Yes +5970-GHJAW,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,No +8879-XUAHX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,No +3689-MOZGR,Female,0,No,No,29,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,No +4195-PNGZS,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,No +5003-XZWWO,Male,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,No +3988-RQIXO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.3,91.3,Yes +7622-FWGEW,Male,1,Yes,No,56,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,No +6922-NCEDI,Male,0,No,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,No +2514-GINMM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,Yes +9891-NQDBD,Female,0,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,No +6131-IUNXN,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,No +8548-AWOFC,Male,0,Yes,No,66,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,No +9798-DRYDS,Female,0,Yes,Yes,17,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,No +8532-UEFWH,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,No +6296-DDOOR,Female,0,No,No,19,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,No +7951-VRDVK,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,No +5931-FLJJF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Yes +4815-YOSUK,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,No +2659-VXMWZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,Yes +0380-NEAVX,Male,1,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,No +3207-OYBWH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Yes +4285-GYRQC,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,Yes +7216-EWTRS,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,Yes +4365-MSDYN,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,No +7036-TYDEC,Female,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,104.0,7028.5,No +5802-ADBRC,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,No +8076-FEZKJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,No +5197-YPYBZ,Female,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,No +8337-MSSXB,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,Yes +4312-GVYNH,Female,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,No +8495-LJDFO,Female,1,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,No +0839-JTCUD,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,No +5494-WOZRZ,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.0,5999.85,No +1302-UHBDD,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,No +2234-EOFPT,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,No +8619-IJNDK,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,No +8378-LKJAF,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,No +8182-BJDSI,Female,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,Yes +2528-HFYZX,Male,1,Yes,No,17,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Yes +1153-GNOLC,Male,0,No,No,33,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309,No +3298-QEICA,Female,0,Yes,Yes,23,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,No +0788-DXBFY,Male,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,No +3597-YASZG,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,No +3496-LFSZU,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,No +5242-UOWHD,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,No +2482-CZGBB,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,740,Yes +6479-SZPLM,Male,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,No +8097-VBQTZ,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.9,3883.3,No +4500-HKANN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,No +9917-KWRBE,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,No +3420-ZDBMA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,No +2212-LYASK,Male,0,Yes,Yes,27,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,No +1393-IMKZG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,No +8069-RHUXK,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),35.7,2545.7,No +3398-GCPMU,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,No +2908-WGAXL,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,No +3378-AJRAO,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,No +1013-QCWAM,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,No +0866-QLSIR,Female,0,No,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,Yes +6050-FFXES,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,No +7181-BQYBV,Female,0,Yes,Yes,1,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,Yes +0362-RAOQO,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,No +9554-DFKIC,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,No +5527-ACHSO,Female,0,No,No,11,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.5,829.3,No +0829-DDVLK,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,No +1399-UBQIU,Male,0,No,No,11,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,No +1813-JLKWR,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,No +0336-PIKEI,Male,1,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,No +7322-OCWHC,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,No +9537-VHDTA,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,No +4957-TIALW,Female,0,No,Yes,15,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010,No +2054-PJOCK,Female,0,No,No,60,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,No +9150-HEPMB,Male,0,No,No,56,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,No +9030-QGZNL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,No +6204-IEUXJ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,Yes +3126-WQMGH,Female,0,Yes,No,49,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,No +4529-CKBCL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,Yes +2506-CLAKW,Female,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Yes +7176-WRTNX,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,No +1583-IHQZE,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,Yes +5732-IKGQH,Male,1,Yes,No,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,No +9239-GZHZE,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,No +7205-BAIAD,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,No +0151-ONTOV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,Yes +4140-MUHUG,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,Yes +0093-EXYQL,Female,1,No,No,40,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,No +8064-RAVOH,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,No +0219-QAERP,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,No +0320-JDNQG,Male,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,Yes +7180-PISOG,Male,0,Yes,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes +9168-INPSZ,Female,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,104.15,4495.65,No +3571-RFHAR,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,Yes +0015-UOCOJ,Female,1,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,No +5334-AFQJB,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,No +2754-SDJRD,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,No +9578-VRMNM,Female,0,No,No,16,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Yes +1587-FKLZB,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Yes +6140-QNRQQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Yes +8963-JLGJT,Male,0,No,Yes,3,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,No +4307-KTUMW,Male,0,Yes,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,Yes +1465-LNTLJ,Male,1,Yes,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,No +5440-FLBQG,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,Yes +2135-DQWAQ,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,No +4056-QHXHZ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,No +7470-MCQTK,Female,0,Yes,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,Yes +7488-MXJIV,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,Yes +7401-JIXNM,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965,No +9339-FIIJL,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,No +2027-FECZV,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,Yes +2672-DZUOY,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Yes +4706-DGAHW,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,No +3870-MQAMG,Female,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,Yes +6670-MFRPK,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,No +6177-PEVRA,Female,0,No,No,48,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,No +4800-CZMPC,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,Yes +4813-HQMGZ,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,No +7579-KKLOE,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,No +7377-DMMRI,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Yes +8402-EIVQS,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,No +4947-DSMXK,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410,No +7245-NIIWQ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,No +0002-ORFBO,Female,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,No +3324-OIRTO,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,No +5414-OFQCB,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,No +4967-WPNCF,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,No +8552-OBVRU,Female,1,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,No +8499-BRXTD,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,No +9154-QDGTH,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,No +8197-BFWVU,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,No +2577-GVSIL,Male,0,Yes,Yes,35,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,No +9367-OIUXP,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,No +6770-UAYGJ,Female,0,Yes,Yes,49,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,No +6463-HHXJR,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,No +7928-VJYAB,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,No +1187-WILMM,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,No +9776-OJUZI,Female,1,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,No +1306-RPWXZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,No +8949-JTMAY,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,Yes +2774-LVQUS,Female,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,Yes +3097-PYWXL,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,No +2266-SJNAT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,No +0869-PAPRP,Female,1,Yes,No,26,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067,No +4238-JSSWH,Female,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,No +2972-YDYUW,Female,0,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,No +1104-FEJAM,Male,0,Yes,Yes,28,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,No +2809-ILCYT,Female,0,Yes,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,No +5499-ECUTN,Female,0,Yes,No,47,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,No +4981-FLTMF,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,No +9121-PHQSR,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,No +3113-IWHLC,Male,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,No +3211-ILJTT,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Yes +4612-THJBS,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,Yes +4277-BWBML,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,No +4094-NSEDU,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,Yes +0234-TEVTT,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45.0,2196.3,No +4304-TSPVK,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,No +1552-AAGRX,Female,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,No +2637-FKFSY,Female,0,Yes,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,No +9796-MVYXX,Female,1,No,No,14,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,No +7874-ECPQJ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,No +0020-INWCK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,No +7089-RKVSZ,Male,0,Yes,Yes,8,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,No +2683-JXWQQ,Male,0,Yes,Yes,61,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,No +9548-ZMVTX,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,No +8739-XNIKG,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.0,424.75,No +9755-JHNMN,Female,0,No,No,49,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),67.4,3306.85,No +3981-QSVQI,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No +2789-HQBOU,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,No +9424-CMPOG,Male,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,No +5067-WJEUN,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,No +3450-WXOAT,Male,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,No +9251-WNSOD,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,No +6974-DAFLI,Female,0,Yes,No,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,No +2616-UUTFK,Male,0,Yes,No,33,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,No +7064-JHXCE,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,No +5103-MHMHY,Female,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes +7989-AWGEH,Male,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,No +4373-VVHQL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,No +4559-UWIHT,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185,No +7268-IGMFD,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,No +1846-XWOQN,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Yes +0235-KGSLC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Yes +6650-BWFRT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,No +9570-KYEUA,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,No +6993-YGFJV,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,No +2712-SYWAY,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,No +0730-BGQGF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,No +5498-IBWPI,Female,0,Yes,Yes,66,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,No +9101-NTIXF,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,No +0013-SMEOE,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,No +9314-QDMDW,Male,0,No,No,11,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,No +9308-ANMVE,Male,0,No,Yes,47,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,No +2884-GBPFB,Female,0,Yes,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Yes +3757-NJYBX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,Yes +3413-DHLPB,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,No +7649-PHJVR,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,No +6114-TCFID,Female,0,No,No,29,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,No +3787-TRIAL,Male,0,Yes,Yes,21,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,No +2573-GYRUU,Male,1,Yes,No,48,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,No +5156-UMKOW,Female,0,No,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,No +1247-QBVSH,Female,0,Yes,Yes,43,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,No +6734-GMPVK,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,No +9822-OAOVB,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,No +6161-ERDGD,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,85.45,6300.85,No +1226-JZNKR,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,No +7318-EIVKO,Male,0,No,No,8,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,No +3771-PZOBW,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,No +5136-KCKGI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467,Yes +8231-BSWXX,Male,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,No +6486-LHTMA,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,No +4083-BFNYK,Female,1,Yes,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95.0,3591.25,No +3722-WPXTK,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,Yes +7389-KBFIT,Female,0,Yes,Yes,2,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,No +7176-WIONM,Female,0,Yes,No,12,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,No +5141-ZUVBH,Female,0,No,Yes,9,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93.0,870.25,No +1089-HDMKP,Male,1,No,Yes,11,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,No +7623-HKYRK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,No +0310-SUCIN,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,No +5197-PYEPU,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,No +2929-ERCFZ,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,777.3,Yes +7548-SEPYI,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,Yes +8835-VSDSE,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Yes +6619-RPLQZ,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,No +3275-RHRNE,Male,0,Yes,Yes,28,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.0,1682.05,No +3503-TYDAY,Female,0,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,No +6901-GOGZG,Male,0,No,Yes,60,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,No +1623-NLDOT,Female,0,Yes,No,42,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,33.55,1445.3,Yes +7021-XSNYE,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,No +9621-OUPYD,Female,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,No +9898-KZQDZ,Female,1,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,Yes +8982-NHAVY,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,No +4307-KWMXE,Male,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,No +0141-YEAYS,Female,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,No +2450-ZKEED,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,No +3694-DELSO,Male,0,Yes,Yes,4,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,No +3893-JRNFS,Male,0,No,No,68,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,No +9603-OAIHC,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,No +1133-KXCGE,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,No +5236-PERKL,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465,Yes +0142-GVYSN,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,No +1049-FYSYG,Female,0,Yes,No,17,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,No +7854-FOKSF,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,Yes +2519-FAKOD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,Yes +8406-LNMHF,Male,1,Yes,No,59,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,No +1821-BUCWY,Male,0,No,No,30,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,No +8263-JQAIK,Male,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Yes +0023-UYUPN,Female,1,Yes,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,No +8314-DPQHL,Male,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,No +1465-WCZVT,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,No +9481-SFCQY,Female,0,No,Yes,14,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,No +6360-SVNWV,Female,1,No,No,31,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,No +0567-GGCAC,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,No +7089-IVVAZ,Female,0,No,No,8,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,Yes +8884-MRNSU,Male,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,No +2171-UDMFD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,No +9050-IKDZA,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,No +2205-YMZZJ,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,Yes +9802-CAQUT,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,No +1254-IZEYF,Female,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,Yes +0187-WZNAB,Female,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,No +9492-TOKRI,Female,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,Yes +1475-VWVDO,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,No +9221-OTIVJ,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,Yes +1357-MVDOZ,Male,0,Yes,Yes,11,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,No +7602-MVRMB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,No +3325-FUYCG,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,Yes +5908-QMGOE,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Yes +1197-BVMVG,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,No +5406-KGRMX,Female,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,No +8481-YYXWG,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Yes +5968-HYJRZ,Male,0,Yes,Yes,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,No +5198-EFNBM,Male,1,Yes,No,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,No +7516-GMHUV,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,No +7140-ADSMJ,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,No +2230-XTUWL,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,No +7706-YLMQA,Female,0,No,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,No +2585-KTFRE,Male,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,No +7994-UYIVZ,Male,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,No +2609-IAICY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Yes +1740-CSDJP,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Yes +7717-BICXI,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,No +6559-RAKOZ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,No +2636-OHFMN,Male,0,Yes,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201,Yes +4716-MRVEN,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,599.3,No +2143-LJULT,Female,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,No +1323-OOEPC,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,Yes +3200-MNQTF,Male,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,No +6164-HXUGH,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,No +5630-IXDXV,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,No +0320-DWVTU,Female,0,No,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,No +9135-MGVPY,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,No +1212-GLHMD,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,86.05,244.85,No +7878-JGDKK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,No +1088-AUUZZ,Male,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,No +0397-GZBBC,Male,1,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,Yes +6614-YWYSC,Male,1,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1501.75,No +9588-OZDMQ,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,89.75,No +7641-EUYET,Male,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,Yes +6476-EPYZR,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,No +9921-ZVRHG,Female,0,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072,Yes +1174-FGIFN,Female,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,No +6620-HVDUJ,Male,0,No,No,24,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,No +4701-MLJPN,Male,0,No,No,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,Yes +1032-MAELW,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,No +7641-TQFHN,Male,0,No,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,No +1552-TKMXS,Female,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,No +9206-GVPEQ,Male,0,Yes,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,Yes +8622-ZLFKO,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,No +1596-BBVTG,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Yes +6188-UXBBR,Female,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,No +2333-KWEWW,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,No +5702-SKUOB,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,No +1134-YWTYF,Male,0,Yes,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,No +6061-GWWAV,Male,0,No,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,No +0679-TDGAK,Male,0,Yes,Yes,50,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,No +6585-WCEWR,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,No +9067-YGSCA,Female,0,No,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,No +9067-SQTNS,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926,No +8433-WXGNA,Male,0,No,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,Yes +1776-SPBWV,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,No +8735-SDUFN,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,No +9668-PUGNU,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,No +9405-GPBBG,Female,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,No +1926-QUZNN,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,No +3707-GNWHM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Yes +7016-NVRIC,Male,1,Yes,No,29,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,No +5829-NVSQN,Female,0,Yes,No,23,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,No +9565-AXSMR,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,No +8922-LIEGH,Female,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,Yes +8869-LIHMK,Female,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,No +8245-UMPYT,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,Yes +5186-SAMNZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,Yes +0447-RXSGD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,No +4927-WWOOZ,Male,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,No +5788-YPOEG,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,No +5373-SFODM,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Yes +0661-KBKPA,Male,0,Yes,Yes,53,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.75,3942.45,No +9081-WWXKP,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,No +0784-ZQJZX,Male,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,No +3133-PZNSR,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,No +5766-ZJYBB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,Yes +8931-GJJIQ,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,Yes +4277-PVRAN,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,Yes +0022-TCJCI,Male,1,No,No,45,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,Yes +0722-SVSFK,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715,No +3612-YVGSJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,No +9825-YCXWZ,Female,1,No,No,41,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,No +5397-NSKQG,Male,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,No +8565-HBFNN,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,No +2000-DHJUY,Female,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,No +0203-HHYIJ,Male,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Yes +8670-ERCJH,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,No +7758-UJWYS,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,No +2050-ONYDQ,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.0,1654.85,No +7055-JCGNI,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,No +0739-UUAJR,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,No +4826-DXMUP,Male,0,No,Yes,35,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,No +0952-KMEEH,Male,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,Yes +7285-KLOTR,Female,0,Yes,No,12,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,No +0654-PQKDW,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,No +7175-NTIXE,Female,0,No,No,25,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,No +7963-SHNDT,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,No +9796-BPKIW,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,No +0188-GWFLE,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,No +8129-GMVGI,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,No +2882-DDZPG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,No +3547-LQRIK,Female,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,No +9137-NOQKA,Male,1,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,No +5843-TTHGI,Female,0,No,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,892.7,No +1849-RJYIG,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.0,487.75,No +8868-GAGIO,Male,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,No +4061-UKJWL,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,No +5380-XPJNZ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,No +8263-QMNTJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,No +8178-EYZUO,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,Yes +3230-JCNZS,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.0,7061.65,No +0277-ORXQS,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,No +5130-IEKQT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,Yes +3230-WYKIR,Male,0,No,No,18,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,Yes +7996-BPXHY,Female,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,332.5,No +3227-WLKLI,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,No +0407-BDJKB,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,Yes +2266-FUBDZ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,No +8237-ULIXL,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,No +9600-UDOPK,Male,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,Yes +8216-AZUUZ,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,100.4,4303.65,No +9153-BTBVV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1753,No +4074-SJFFA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,Yes +3269-ATYWD,Male,1,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,Yes +5186-PEIZU,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,No +1074-AMIOH,Female,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,No +4910-GMJOT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,94.6,Yes +0354-WYROK,Female,1,Yes,Yes,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,Yes +4361-FEBGN,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,No +7748-UMTRK,Female,1,No,Yes,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,No +0380-ZCSBI,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,198.7,No +7145-FEJWU,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,No +6463-MVYRY,Female,1,No,No,57,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003,No +3969-JQABI,Female,0,Yes,No,58,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,No +9624-EGDEQ,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,No +1051-EQPZR,Female,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,No +5849-ASHZJ,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,No +5780-INQIK,Female,0,No,No,8,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,No +7576-OYWBN,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Yes +4526-ZJJTM,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,No +8384-FZBJK,Female,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,No +3750-RNQKR,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,No +0962-CQPWQ,Female,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,No +3096-YXENJ,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,No +1265-BCFEO,Female,0,Yes,No,71,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,No +5837-LXSDN,Female,0,Yes,Yes,21,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,No +5945-AZYHT,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,No +8325-QRPZR,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525,No +6384-VMJHP,Female,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73.0,5265.2,No +2262-SLNVK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,No +7730-CLDSV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,No +1135-HIORI,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,No +0164-APGRB,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,No +6481-ESCNL,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,No +1790-NESIO,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,No +1550-EENBN,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,No +5539-TMZLF,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,Yes +4323-SADQS,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,Yes +4446-BZKHU,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,Yes +5202-IVJNU,Female,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Yes +5976-JCJRH,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,Yes +8198-RKSZG,Female,0,Yes,Yes,14,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,No +0137-OCGAB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,Yes +3351-NQLDI,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Yes +9297-EONCV,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,No +7593-JNWRU,Male,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Yes +4588-YBNIB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes +1069-QJOEE,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,No +3336-JORSO,Female,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,Yes +7799-DSEWS,Male,0,No,No,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,No +8766-PAFNE,Male,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,No +5315-CKEQK,Male,1,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,51.0,1381.8,No +3130-ICDUP,Female,0,No,Yes,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,No +0820-FNRNX,Male,0,Yes,Yes,17,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,No +0880-FVFWF,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,No +4611-ANLQC,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,No +4213-HKBJO,Female,0,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,No +2792-LSHWX,Female,0,No,No,1,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,83.4,83.4,No +5028-GZLDO,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Yes +0014-BMAQU,Male,0,Yes,No,63,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,No +6861-XWTWQ,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,Yes +9018-PCIOK,Female,0,No,No,55,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,No +4837-QUSFT,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,No +6877-TJMBR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,Yes +9953-ZMKSM,Male,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,No +0907-HQNTS,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.0,7987.6,No +7665-NKLAV,Female,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,No +6769-DCQLI,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.0,5426.85,Yes +2433-KMEAS,Male,0,No,No,22,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Yes +4391-LNRXK,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,No +8250-ZNGGW,Female,1,No,No,5,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,No +2195-ZRVAX,Female,0,Yes,No,47,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,Yes +3550-SAHFP,Female,0,No,No,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,Yes +2011-TRQYE,Male,0,No,No,18,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600,Yes +8562-GHPPI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,No +5893-PYOLZ,Male,0,No,No,56,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,No +4986-MXSFP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,40.9,No +6131-FOYAS,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,No +3027-YNWZU,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1584.8,No +5609-IMCGG,Female,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,No +4873-ILOLJ,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.35,2238.5,Yes +4727-MCYZG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,No +9481-WHGWY,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),75.35,5437.75,No +2725-KXXWT,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,Yes +9565-DJPIB,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,Yes +4328-VUFWD,Female,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,No +3301-LSLWQ,Female,0,No,No,29,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,No +7473-ZBDSN,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,No +3166-PNEOF,Female,0,No,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,No +5639-NTUPK,Male,0,No,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,No +8780-YRMTT,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,No +8348-HFYIV,Male,0,No,No,2,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,Yes +5140-FOMCQ,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.15,6557.75,No +6242-SGYTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,No +8166-ORCHU,Male,1,Yes,No,33,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,No +8414-OOEEL,Male,0,No,Yes,66,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,No +8454-AATJP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405,No +6849-WLEYG,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes +4659-NZRUF,Female,0,No,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,Yes +4531-AUZNK,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,No +4191-XOVOM,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,No +2150-OEGBV,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,No +8429-XIBUM,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,Yes +1855-CFULU,Female,1,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,No +4878-BUNFV,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,No +1872-EBWSC,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,No +2608-BHKFN,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Yes +7026-YMSBE,Male,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,No +7341-LXCAF,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Yes +6997-UVGOX,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,No +9674-EHPPG,Male,0,Yes,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,No +9462-MJUAW,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,Yes +8128-YVJRG,Female,0,No,No,7,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Yes +5440-VHLUL,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,No +5781-BKHOP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,No +4283-FUTGF,Male,1,No,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Yes +5213-TWWJU,Male,0,No,No,28,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91.0,2626.15,No +1569-TTNYJ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,Yes +8628-MFKAX,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,No +2397-BRLOM,Male,1,Yes,Yes,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,Yes +7629-WIXZF,Female,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,59.1,369.25,No +5445-GLVOT,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,No +3976-HXHCE,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,No +2466-NEJOJ,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,No +0254-KCJGT,Male,0,Yes,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,No +5472-CVMDX,Female,0,No,No,68,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,No +6461-SZMCV,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,No +8150-QUDFX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,No +9508-ILZDG,Female,1,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,No +2346-DJQTB,Female,0,No,No,35,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,No +1697-LYYYX,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,No +1942-OQFRW,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44,No +4749-VFKVB,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Yes +9640-ZSLDC,Female,0,Yes,Yes,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),60.6,3297,No +4231-LZUYM,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887,No +7598-UAASY,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.4,151.8,Yes +7938-OUHIO,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,Yes +8510-AWCXC,Female,1,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,Yes +6128-AQBMT,Male,1,Yes,No,41,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,No +3594-BDSOA,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,No +0431-APWVY,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,Yes +5133-VRSAB,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,No +5996-DAOQL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No +6838-YAUVY,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,No +0484-JPBRU,Male,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,No +7883-ROJOC,Female,0,Yes,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,No +0244-LGNFY,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733,No +7274-CGTOD,Male,0,No,No,62,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,No +4295-YURET,Female,1,Yes,Yes,56,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,No +3426-NIYYL,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,Yes +8225-BTJAU,Male,1,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,Yes +4635-EJYPD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,No +1866-ZSLJM,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,No +4636-TVXVG,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,No +4236-UJPWO,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,No +9392-XBGTD,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,No +3387-VATUS,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,Yes +6402-SSEJG,Female,0,No,No,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,61.05,1540.2,No +1143-NMNQJ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,Yes +1169-SAOCL,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,No +1110-KYLGQ,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,No +9929-PLVPA,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,No +3518-PZXZQ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,No +2371-JUNGC,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208,No +7693-QPEFS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,No +0924-BJCRC,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,No +5074-FBGHB,Male,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,No +2351-BKRZW,Female,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,No +4455-BFSPD,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,No +0415-MOSGF,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes +1724-BQUHA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,477.7,Yes +3948-KXDUF,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),68.75,4447.55,No +2323-ARSVR,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,No +0815-MFZGM,Female,0,Yes,No,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.0,4135,No +4826-XTSOH,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,Yes +5480-XTFFL,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,697.7,No +8295-FHIVV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,No +2495-INZWQ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.55,174.3,Yes +9086-YJYXS,Male,0,Yes,Yes,34,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,No +1179-INLAT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,No +7909-FIOIY,Female,0,Yes,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,No +4139-SUGLD,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Yes +6857-VWJDT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.65,95.65,Yes +6351-SCJKT,Male,0,No,No,3,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,No +5468-BPMMO,Male,0,Yes,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,No +5624-BQSSA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Yes +0197-PNKNK,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,No +2439-QKJUL,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,No +1194-SPVSP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,No +9534-NSXEM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,No +2408-WITXK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,Yes +8929-KSWIH,Male,0,No,No,25,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,No +2250-IVBWA,Male,0,Yes,Yes,64,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,No +1810-MVMAI,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,67.6,2000.2,No +9506-UXUSK,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,No +1229-RCALF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115.0,7396.15,No +3572-UOLYZ,Female,0,No,Yes,46,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,No +1429-UYJSV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,No +5577-OTWWW,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Yes +6100-QQHEB,Male,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1515.1,Yes +6366-XIVKZ,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,63.15,816.8,No +3470-OBUET,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74.0,4868.4,No +2770-NSVDG,Male,0,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688,No +9375-MHRRS,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,No +2634-HCZGT,Male,1,Yes,No,53,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,Yes +7503-QQRVF,Male,1,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Yes +4860-YZGZM,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,185.4,No +6599-GZWCM,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,74.65,966.25,No +2691-NZETQ,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,Yes +4404-HIBDJ,Female,0,No,No,25,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,Yes +5533-NHFRF,Male,1,No,No,7,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,No +7037-MTYVW,Male,0,Yes,Yes,38,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297,No +4760-THGOT,Female,0,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,No +7295-JOMMD,Female,0,No,Yes,4,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,Yes +4016-BJKTZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,No +6584-VQMYT,Male,0,No,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,No +9838-BFCQT,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,No +2790-XUYMV,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,No +0581-MDMPW,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,No +5013-SBUIH,Female,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,Yes +1023-BQXZE,Male,0,No,No,57,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,No +9163-GHAYE,Female,0,No,No,15,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,No +3904-UKFRE,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,No +5353-WILCI,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,No +0709-TVGUR,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Yes +0058-EVZWM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,No +6023-YEBUP,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,Yes +7209-JCUDS,Male,0,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,Yes +7009-PCARS,Male,0,No,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,No +0519-DRGTI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,No +1017-FBQMM,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,No +3001-CBHLQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,Yes +1985-MBRYP,Female,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,No +6158-DWPZT,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Yes +9372-TXXPS,Female,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.85,3483.45,No +3259-QMXUN,Male,0,Yes,No,58,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,No +1015-JPFYW,Male,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,No +6645-MXQJT,Male,0,Yes,Yes,2,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,No +4360-QRAVE,Male,1,No,No,37,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315,No +8433-WPJTV,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,No +5804-JMYIO,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,No +3763-GCZHZ,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890,Yes +6484-LATFU,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,No +7599-NTMDP,Female,0,Yes,Yes,62,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,No +0772-GYEQQ,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.35,262.05,Yes +0536-ACXIP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,No +0936-NQLJU,Female,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,No +4831-EOBFE,Male,0,Yes,Yes,29,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,Yes +1575-KRZZE,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,No +3251-YMVWZ,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,No +4102-OQUPX,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes +9170-GYZJC,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Yes +4884-LEVMQ,Male,0,Yes,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790,No +8857-CUPFQ,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,No +7610-TVOPG,Male,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,No +3638-DIMPH,Female,0,Yes,No,13,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,No +1845-ZLLIG,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,No +8559-WNQZS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,No +3999-QGRJH,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Yes +1699-UOTXU,Male,0,No,No,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,No +2454-RPBRZ,Female,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,Yes +0635-WKOLD,Male,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,No +5993-JSUWV,Female,0,No,No,66,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,No +4518-FZBSX,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,No +5387-ASZNZ,Female,1,No,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,No +6988-CJEYV,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,No +2002-MZHWP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes +3097-FQTVJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,810.3,No +5465-BUBFA,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,No +7299-GNVPL,Female,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,No +9743-DQKQW,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,No +1215-VFYVK,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,No +9371-BITHB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,No +2265-CYWIV,Female,1,Yes,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,Yes +9093-FPDLG,Female,0,No,No,11,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,No +0541-FITGH,Female,0,Yes,No,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,No +6985-HAYWX,Female,0,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,No +7508-KBIMB,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,No +6838-HVLXG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,No +2277-DJJDL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,6017.9,No +1897-OKVMW,Female,0,Yes,Yes,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,No +5485-ITNPC,Male,0,Yes,No,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,No +0233-FTHAV,Female,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765,No +4644-PIZRT,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,No +8922-NPKBJ,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,No +2740-TVLFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,No +7771-CFQRQ,Female,0,Yes,Yes,47,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,No +9512-PHSMG,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,No +6963-EZQEE,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,No +2452-KDRRH,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,No +2004-OCQXK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,Yes +5027-QPKTE,Male,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Yes +4146-SVFUD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,No +1564-HJUVY,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,No +3617-XLSGQ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,No +7517-LDMPS,Female,0,No,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,No +7244-KXYZN,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,No +5226-NOZFC,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,No +2672-HUYVI,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,Yes +1400-WIVLL,Male,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,No +7508-MYBOG,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,Yes +8148-NLEGT,Female,0,Yes,Yes,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,No +0148-DCDOS,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,Yes +8347-GDTMP,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,No +9992-RRAMN,Male,0,Yes,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,Yes +6746-WAUWT,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,No +0310-MVLET,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,Yes +0428-IKYCP,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.0,1850.65,No +4550-VBOFE,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,Yes +2187-PKZAY,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,No +4003-OCTMP,Female,0,Yes,No,31,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64.0,1910.75,No +6652-YFFJO,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.9,716.1,No +7225-IILWY,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,No +5248-RPYWW,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,No +7923-IYJWY,Male,1,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,No +3170-GWYKC,Female,0,No,No,60,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,No +5696-QURRL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Yes +7409-KIUTL,Female,1,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71,Yes +9830-ECLEN,Male,0,Yes,Yes,58,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50.0,2919.85,No +1732-VHUBQ,Female,1,Yes,Yes,47,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Yes +0495-RVCBF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,Yes +2668-TZSPS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No +7854-EDSSA,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.0,1254.7,Yes +8869-TORSS,Female,0,No,No,48,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,Yes +7446-SFAOA,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,No +9522-ZSINC,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,No +8234-GSZYK,Male,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,No +6505-OZNPG,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,No +6164-HAQTX,Male,0,No,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,No +0679-IDSTG,Female,1,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes +7765-LWVVH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,No +1658-TJVOA,Female,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,No +0953-LGOVU,Male,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,No +2115-BFTIW,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Yes +4692-NNQRU,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,No +7742-MYPGI,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,No +0611-DFXKO,Male,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.0,1820.45,Yes +7780-OTDSO,Male,0,Yes,No,18,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,Yes +9619-GSATL,Female,0,No,No,43,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,No +5622-UEJFI,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,No +9747-DDZOS,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Yes +0674-DGMAQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,No +6203-HBZPA,Male,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,No +0484-FFVBJ,Male,0,No,No,32,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,No +0301-FIDRB,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,No +4139-JPIAM,Male,0,No,No,51,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,No +2181-TIDSV,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,No +2761-XECQW,Male,1,Yes,No,8,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,No +1936-CZAKF,Male,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,No +9453-PATOS,Female,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,No +0564-JJHGS,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,Yes +3348-CFRNX,Female,0,Yes,No,28,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,Yes +4402-FTBXC,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667,No +1428-GTBJJ,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,Yes +2931-XIQBR,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,No +0106-UGRDO,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.0,8182.85,No +5542-TBBWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,No +1930-QPBVZ,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,No +2606-PKWJB,Male,0,No,Yes,40,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,1564.05,No +5322-ZSMZY,Male,0,Yes,Yes,31,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,No +8059-UDZFY,Female,1,No,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,No +7740-BTPUX,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,No +5220-AGAAX,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,1664.3,No +0208-BPQEJ,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,No +9435-JMLSX,Male,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,No +3352-ALMCK,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,No +5312-IRCFR,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,No +5294-IMHHT,Male,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,No +8802-UNOJF,Male,1,No,No,12,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,Yes +6313-GIDIT,Male,1,No,No,53,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,Yes +6176-YJWAS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,No +5310-NOOVA,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,No +4526-EXKKN,Male,0,No,No,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,No +5311-IHLEI,Male,0,No,No,12,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,No +3987-KQDDU,Male,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,No +3404-JNXAX,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,No +5131-PONJI,Male,0,Yes,Yes,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,No +2845-AFFTX,Male,1,Yes,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4259.3,Yes +3489-VSFRD,Female,0,No,No,56,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.25,3282.75,No +3345-JHUEO,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,No +5815-HGGHV,Male,0,Yes,No,20,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,No +5260-UMPWX,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,No +2249-YPRNG,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Yes +7410-YTJIK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.45,480.75,Yes +4626-GYCZP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,Yes +5649-RXQTV,Male,0,No,No,51,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,5038.15,No +2674-MIAHT,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,No +2576-HXMPA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,No +7587-AOVVU,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,No +5590-BYNII,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095,Yes +6898-MDLZW,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,No +3237-AJGEH,Female,0,Yes,Yes,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31.0,95.05,Yes +4707-YNOQA,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,No +9357-UJRUN,Male,0,Yes,No,24,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,No +1591-NFNLQ,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,Yes +8648-PFRMP,Female,1,No,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,46.35,672.7,No +7663-CUXZB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,No +0258-NOKBL,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,No +1163-VIPRI,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,No +2815-CPTUL,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Yes +9348-ROUAI,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,No +9443-JUBUO,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,No +0596-BQCEQ,Female,0,Yes,Yes,62,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,Yes +1481-ZUWZA,Male,0,No,No,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Yes +3043-TYBNO,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,No +4830-FAXFM,Male,0,No,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,No +5906-BFOZT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No +2960-NKRSO,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,No +8996-ZROXE,Male,1,No,No,57,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,No +5598-IKHQQ,Female,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,No +0397-ZXWQF,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,No +5266-PFRQK,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,No +4674-HGNUA,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,No +6765-MBQNU,Female,0,Yes,No,26,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.0,684.05,No +9786-IJYDL,Female,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,No +1303-SRDOK,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,No +3769-MHZNV,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,No +6295-OSINB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,No +3308-MHOOC,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,No +2309-OSFEU,Male,0,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,Yes +2207-QPJED,Female,1,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90.0,3371.75,No +4177-JPDFU,Male,0,No,No,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34.0,442.45,No +2239-CFOUJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,No +8046-DNVTL,Male,0,Yes,No,62,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,No +2209-XADXF,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,No +6620-JDYNW,Female,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,No +1891-FZYSA,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,Yes +4770-UEZOX,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,No +1038-RQOST,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,No +7613-LLQFO,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,Yes +4568-TTZRT,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,No +9513-DXHDA,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,No +2640-PMGFL,Male,0,No,Yes,27,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,Yes +3801-HMYNL,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,Yes +0516-QREYC,Female,1,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,No +9685-WKZGT,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Yes +6022-UGGSO,Female,1,No,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Yes +8084-OIVBS,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,211.95,No +8896-BQTTI,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.0,25,No +3865-QBWSJ,Male,1,No,Yes,38,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,No +3352-RICWQ,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,No +2160-GPFXD,Male,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),65.65,3566.7,No +2065-MMKGR,Female,0,No,No,29,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71.0,2080.1,No +5857-TYBCJ,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,No +1498-NHTLT,Male,0,Yes,Yes,59,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186,No +4484-CGXFK,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,Yes +1402-PTHGN,Female,0,Yes,Yes,18,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,No +4176-RELJR,Male,1,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,No +6214-EDAKZ,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,Yes +5199-FPUSP,Male,0,No,Yes,33,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,No +6377-KSLXC,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,No +1796-JANOW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,No +0238-WHBIQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,No +8735-NBLWT,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,No +6651-RLGGM,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,No +6127-ISGTU,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,Yes +1614-JBEBI,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,No +8740-XLHDR,Male,0,No,No,5,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219,Yes +1208-DNHLN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Yes +1761-AEZZR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,Yes +3923-CSIHK,Female,1,Yes,No,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Yes +5696-EXCYS,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,No +5795-KTGUD,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,No +7120-RFMVS,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,Yes +7924-GJZFI,Female,1,Yes,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,No +4702-HDRKD,Male,0,No,No,67,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,No +8512-WIWYV,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,No +5897-ZYEKH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,No +5456-ITGIC,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,No +7317-GGVPB,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,Yes +1406-PUQVY,Male,0,No,Yes,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No +1322-AGOQM,Male,0,No,No,46,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Yes +3677-IYRBF,Female,1,No,No,2,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Yes +5692-FPTAH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Yes +9114-AAFQH,Female,0,Yes,No,48,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,65.65,3094.65,No +8715-KKTFG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,No +1550-LOAHA,Female,0,Yes,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Yes +1728-BQDMA,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,No +0268-QKIWO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Yes +0876-WDUUZ,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Yes +5117-ZSMHQ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,No +5151-HQRDG,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,No +0960-HUWBM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,No +6465-GSRCL,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,No +0617-FHSGK,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Yes +0263-FJTQO,Male,0,Yes,Yes,50,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,No +7319-ZNRTR,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,No +2858-MOFSQ,Female,0,No,Yes,17,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,55.85,937.5,Yes +7503-EPSZW,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,No +7089-XXAYG,Male,0,Yes,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,No +8118-LSUEL,Male,1,No,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,Yes +8070-AAWZP,Male,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,No +1666-JXLKU,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3810.55,No +7855-DIWPO,Female,0,No,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,No +5133-POWUA,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,No +5652-MSDEY,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,No +7005-CCBKV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,Yes +1810-BOHSY,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,No +1784-BXEFA,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,No +7351-MHQVU,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,No +9224-VTYID,Male,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,No +9500-IWPXQ,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,No +5762-TJXGK,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,No +4504-YOULA,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,No +5569-IDSEY,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,No +4250-FDVOU,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,Yes +7284-ZZLOH,Male,0,Yes,No,45,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,No +5277-ZLOOR,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.55,187.45,Yes +2141-RRYGO,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,Yes +1777-JYQPJ,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,No +6376-GAHQE,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,Yes +3401-URHDA,Male,0,No,No,51,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,No +1599-EAHXY,Male,0,Yes,Yes,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,No +8631-XVRZL,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,No +5052-PNLOS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Yes +3853-LYGAM,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,No +6979-ZNSFF,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,Yes +5751-USDBL,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,3846.35,No +5680-LQOGP,Female,0,No,No,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,No +2386-LAHRK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,Yes +8189-DUKMV,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,No +6032-IGALN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Yes +9931-DCEZH,Male,0,No,Yes,28,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,No +1898-JSNDC,Female,0,No,No,39,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,No +0315-LVCRK,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,No +3911-RSNHI,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,No +2410-CIYFZ,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,No +4248-HCETZ,Male,1,Yes,No,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Yes +5505-OVWQW,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,No +7271-AJDTL,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,No +1867-TJHTS,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,No +0516-WJVXC,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.2,308.25,Yes +9174-FKWZE,Female,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Yes +6860-YRJZP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,No +4429-WYGFR,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,No +2817-LVCPP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,No +5038-ETMLM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,No +5056-FIMPT,Female,0,No,Yes,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.0,4532.3,No +4521-WFJAI,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,No +6569-KTMDU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No +8809-RIHDD,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,Yes +8809-XKHMD,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,No +0396-YCHWO,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,No +0867-LDTTC,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,No +4822-NGOCH,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Yes +9391-DXGGG,Female,1,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,No +9844-FELAJ,Female,1,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,No +2122-SZZZD,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,No +5307-DZCVC,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Yes +3148-AOIQT,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,No +8679-JOEVF,Female,1,No,No,16,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,Yes +8395-ETZKQ,Male,1,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,No +6692-YQHXC,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,No +3889-VWBID,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,No +5222-JCXZT,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,78.9,No +9754-CLVZW,Female,0,Yes,Yes,26,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,No +1432-FPAXX,Female,0,No,No,29,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,Yes +2739-CCZMB,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122,No +7080-TNUWP,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.0,6602.9,No +0496-AHOOK,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,No +8336-TAVKX,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,No +2468-SJFLM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,No +3181-VTHOE,Male,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,No +7168-HDQHG,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No +4803-AXVYP,Female,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,Yes +3884-HCSWG,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,1144.5,Yes +4567-AKPIA,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,No +5077-DXTCG,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Yes +1142-WACZW,Male,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Yes +7901-HXJVA,Male,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,No +5649-ANRML,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Yes +4892-VLANZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Yes +5924-IFQTT,Male,0,Yes,Yes,13,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,No +7968-QUXNS,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,No +2919-HBCJO,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Yes +4236-XPXAV,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,Yes +8903-WMRNW,Female,0,Yes,No,15,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,No +2452-SNHFZ,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,No +3629-WEAAM,Female,0,No,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,No +6029-CSMJE,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,No +7993-NQLJE,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.1,1151.55,No +9909-DFRJA,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,No +9099-FTUHS,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.4,1249.25,No +0581-BXBUB,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,No +4962-CHQPW,Male,0,No,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,No +9467-ROOLM,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,No +3030-YZADT,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431,Yes +7410-KTVFV,Male,0,Yes,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Yes +5150-ITWWB,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,No +2253-KPMNB,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,No +1345-ZUKID,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,No +6429-SHBCB,Male,0,No,No,19,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,No +9281-OFDMF,Male,1,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,No +2603-HVKCG,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,No +1834-WULEG,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,No +9097-ZUBYC,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,No +5148-ORICT,Female,0,Yes,No,64,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,No +4893-GYUJU,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033,No +4578-PHJYZ,Male,0,Yes,Yes,52,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,No +7272-QDCKA,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,No +8908-SLFCJ,Female,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,No +8393-DLHGA,Male,0,No,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,Yes +9766-HGEDE,Female,0,Yes,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307,No +6968-MHOMU,Male,0,Yes,No,58,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45.0,2689.35,No +7395-IGJOS,Male,1,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Yes +5044-XDPYX,Female,0,Yes,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,No +1814-WFGVS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527,No +2834-SPCJV,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,Yes +3721-WKIIL,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,No +6734-CKRSM,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,63.6,No +1265-ZFOSD,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,No +6568-POCUI,Female,0,Yes,No,45,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,No +7890-VYYWG,Male,1,Yes,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,Yes +5197-LQXXH,Female,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,No +9907-SWKKF,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,Yes +3457-PQBYH,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,No +7682-AZNDK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,No +0587-DMGBH,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Yes +5384-ZTTWP,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,No +3745-HRPHI,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632,No +7636-OWBPG,Male,1,No,No,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,No +1231-YNDEK,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No +1407-DIGZV,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52,No +6397-JNZZG,Female,1,Yes,No,43,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,Yes +0570-BFQHT,Female,0,No,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,No +4393-OBCRR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,No +3523-QRQLL,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,Yes +8564-LDKFL,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.0,4178.65,No +3696-DFHHB,Female,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,No +0895-DQHEW,Male,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,Yes +4717-GHADL,Female,0,No,No,50,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,No +5501-TVMGM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,No +5879-HMFFH,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,No +6772-WFQRD,Male,0,No,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,No +3810-DVDQQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,No +6972-SNKKW,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,109.2,No +3694-GLTJM,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,No +8550-XSXUQ,Male,0,Yes,No,48,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,No +8149-RSOUN,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,Yes +9055-MOJJJ,Female,0,Yes,Yes,64,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068,No +4359-INNWN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,No +0585-EGDDA,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.0,3168.75,No +4032-RMHCI,Female,0,Yes,Yes,41,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,No +0549-CYCQN,Male,1,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,No +3481-JHUZH,Male,0,Yes,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439,No +7250-EQKIY,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,Yes +3594-IVHJZ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,No +6869-FGJJC,Male,0,No,No,68,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,No +3896-ZVNET,Female,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,No +8205-VSLRB,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,No +5960-MVTUK,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.75,96.85,No +6817-WTYHE,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,No +3082-VQXNH,Male,0,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,No +4013-UBXWQ,Female,0,No,No,7,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,Yes +4931-TRZWN,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,No +0750-EKNGL,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,No +7669-LCRSD,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,No +3567-PQTSO,Male,0,Yes,Yes,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,No +5519-NPHVG,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,Yes +8043-PNYSD,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,No +9938-EKRGF,Female,0,No,No,15,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,No +2703-AMTUL,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,No +0928-JMXNP,Male,1,Yes,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,No +8173-RXAYP,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,No +4825-XJGDM,Female,0,No,No,61,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,No +5402-HTOTQ,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,No +6734-JDTTV,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,No +7850-THJMU,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,No +3890-RTCMS,Male,0,No,No,16,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799,No +8849-GYOKR,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),106.55,5763.3,Yes +3148-BLQJT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,Yes +3717-FDJFU,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,No +3665-JATSN,Female,0,No,No,19,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,No +7966-YOTQW,Male,0,No,No,10,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,No +0461-CVKMU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,Yes +8806-EAGWC,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,Yes +8853-TZDGH,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,No +7779-LGOVN,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,Yes +4324-BZCKL,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,No +6924-TDGMT,Male,0,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,No +9710-ZUSHQ,Female,1,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,Yes +1536-YHDOE,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,No +8123-QBNAZ,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,No +3629-ZNKXA,Male,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,No +4827-LTQRJ,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,No +7711-YIJWC,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,No +5482-VXSXJ,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,No +7365-BVCJH,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,No +9620-ENEJV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,No +4183-WCSEP,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,Yes +2378-YIZKA,Female,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5607.75,No +5498-TXHLF,Female,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,87.45,2874.15,Yes +0689-DSXGL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,No +6818-DJXAA,Female,0,No,Yes,10,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,No +9722-UJOJR,Male,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Yes +0464-WJTKO,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,No +8902-ZEOVF,Male,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,No +6778-EICRF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,No +2662-NNTDK,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,No +4132-KALRO,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,No +3902-FOIGH,Male,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,Yes +6772-KSATR,Male,0,No,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Yes +7112-OPOTK,Male,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Yes +2874-YXVVA,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,No +1245-HARPS,Female,0,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,No +4210-QFJMF,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.15,317.25,Yes +4323-ELYYB,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,218.55,No +4293-ETKAP,Female,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,No +6064-PUPMC,Male,0,Yes,Yes,23,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,No +6504-VBLFL,Male,0,Yes,No,55,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,No +6322-PJJDJ,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,No +0330-BGYZE,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),102.5,6157.6,No +1085-LDWAM,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,No +7586-ZATGZ,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,No +7197-VOJMM,Male,0,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,No +3318-OSATS,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,Yes +5828-AVIPD,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,Yes +1843-TLSGD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,No +9626-VFRGG,Female,0,No,Yes,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,No +7075-BNDVQ,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35.0,135.75,No +9143-CANJF,Female,0,Yes,Yes,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,No +7284-BUYEC,Female,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,No +2041-JIJCI,Female,0,No,No,5,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64.0,370.25,No +1086-LXKFY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Yes +4900-MSOMT,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),80.2,5714.2,No +2229-VWQJH,Female,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,No +9194-GFVOI,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,No +1336-EZFZY,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,No +4282-MSACW,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,No +1403-LKLIK,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,No +2636-ALXXZ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +7774-OJSXI,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,Yes +7786-WBJYI,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Yes +0136-IFMYD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,No +5144-TVGLP,Male,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653,No +9643-AVVWI,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.0,241.3,No +0253-ZTEOB,Female,0,Yes,Yes,48,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,No +2706-QZIHY,Female,0,Yes,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,No +6061-PQHMK,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,No +9885-CSMWE,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,Yes +6137-MFAJN,Female,0,No,No,48,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,No +9122-UMROB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No +4232-JGKIY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,No +2402-TAIRZ,Female,0,No,No,37,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,No +9659-ZTWSM,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,No +9139-TWBAS,Female,0,Yes,No,26,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,No +6685-GBWJZ,Male,0,Yes,No,63,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,No +5016-ETTFF,Male,0,No,No,10,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,Yes +3866-MDTUB,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,Yes +2195-VVRJF,Male,1,Yes,No,18,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,No +3913-RDSJZ,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,No +8058-JMEQO,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,Yes +4203-QGNZA,Female,0,No,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,No +5043-TRZWM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,No +0697-ZMSWS,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,Yes +7657-DYEPJ,Male,1,No,No,38,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,Yes +9494-BDNNC,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,No +1640-PLFMP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,No +5366-OBVMR,Female,0,Yes,No,18,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,No +8276-MQBYC,Male,1,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,Yes +7644-OMVMY,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85, ,No +7593-XFKDI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.3,46.3,Yes +4573-JKNAE,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,No +0337-CNPZE,Female,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,Yes +9817-APLHW,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.0,316.2,No +8380-MQINP,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,No +0840-DFEZH,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,No +1513-XNPPH,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Yes +8690-ZVLCL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.0,6161.9,No +6015-VVHHE,Female,1,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,Yes +1125-SNVCK,Female,1,No,No,49,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,No +0384-LPITE,Male,0,No,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,No +4616-EWBNJ,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,No +6347-DCUIK,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Yes +1335-HQMKX,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,No +2545-EBUPK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.05,186.05,No +6923-AQONU,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,454,No +2172-EJXVF,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,No +0897-FEGMU,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,Yes +7663-RGWBC,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Yes +1120-BMWUB,Female,0,No,No,16,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,Yes +9124-LHCJQ,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.45,85.45,Yes +4536-PLEQY,Male,0,Yes,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,No +7029-IJEJK,Female,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,No +8871-JLMHM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,No +2235-ZGKPT,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,Yes +3891-PUQOD,Female,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,Yes +5447-VYTKW,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,No +3623-FQBOX,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,No +0689-NKYLF,Male,0,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,83.2,1060.6,Yes +8659-HDIYE,Female,1,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,No +3658-KIBGF,Female,0,No,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.9,54.9,Yes +3474-BAFSJ,Male,0,Yes,No,57,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,No +5519-YLDGW,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,Yes +3865-ZFZIB,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,No +1855-AGAWH,Male,0,Yes,No,31,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,No +7109-CQYUZ,Male,0,No,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,No +1370-GGAWX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,No +4680-KUTAJ,Female,1,No,No,11,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,No +5307-UVGNB,Female,0,Yes,Yes,53,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,No +4946-EDSEW,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Yes +2883-ILGWO,Male,1,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,No +2516-VQRRV,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,Yes +7580-UGXNC,Female,1,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,Yes +3642-BYHDO,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,No +9629-NHXFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No +2696-RZVZW,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,No +5766-FTRTS,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,No +0396-HUJBP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,No +5178-LMXOP,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,Yes +8879-ZKJOF,Female,0,No,No,41,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,No +6285-FTQBF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,No +8185-UPYBR,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438,Yes +4585-HETAI,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Yes +7526-BEZQB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,Yes +1474-JUWSM,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,68.4,3972.25,No +3530-CRZSB,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,No +8498-XXGWA,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,No +9617-INGJY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No +0621-TSSMU,Male,0,Yes,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,No +7234-KMNRQ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,73.45,No +7636-PEPNS,Female,0,Yes,Yes,58,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,No +4683-WYDOU,Male,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,No +9052-DHNKM,Male,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,No +6794-HKIAJ,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,No +5578-NKCXI,Female,0,Yes,Yes,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,No +1642-HMARX,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,No +3096-WPXBT,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,No +8434-PNQZX,Female,0,No,No,42,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,No +5950-AAAGJ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,No +4299-OPXEJ,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,No +4951-UKAAQ,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,Yes +9618-LFJRU,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,No +6693-DJWTY,Female,0,No,Yes,35,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,No +0744-GKNGE,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,No +6447-EGDIV,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,No +1167-OYZJF,Female,1,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,No +2108-YKQTY,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Yes +4806-DXQCE,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,No +4918-QLLIW,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,Yes +7056-IMHCC,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,Yes +4854-SSLTN,Male,0,Yes,Yes,2,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,No +5294-DMSFH,Female,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,No +4837-PZTIC,Female,0,No,No,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,No +1625-JAIIY,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83.0,5685.8,Yes +0603-OLQDC,Male,0,No,Yes,12,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,No +3272-VUHPV,Female,0,Yes,Yes,8,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,No +4176-FXYBO,Male,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,No +1063-DHQJF,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,No +8663-UPDGF,Female,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,No +6719-FGEDO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97.0,7104.2,No +1837-YQUCE,Female,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,No +2947-DOMLJ,Male,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,Yes +4112-LUEIZ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,Yes +0369-ZGOVK,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,No +4510-HIMLV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes +9919-KNPOO,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,No +8749-JMNKX,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,Yes +7872-BAAZR,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,No +9391-LMANN,Male,0,No,Yes,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,No +2430-USGXP,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,2391.8,Yes +8174-TBVCF,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,No +1698-XFZCI,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6521.9,No +1877-HKBQX,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,No +4450-DLLMH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,No +0428-AXXLJ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,No +2746-DIJLO,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),56.3,2364,No +5955-ERIHD,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,1687.95,Yes +0917-EZOLA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,Yes +3508-VLHCZ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,No +4086-ATNFV,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,No +0468-YRPXN,Male,0,No,No,29,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,No +5996-NRVXR,Male,1,Yes,No,40,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,No +3739-YBWAB,Male,0,Yes,No,36,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,No +7047-FWEYA,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,No +2000-MPKCA,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,No +9762-YAQAA,Male,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,No +5949-EBSQK,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,Yes +5473-KHBPS,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,No +0100-DUVFC,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,No +5397-TUPSH,Male,1,Yes,No,65,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,No +8950-MTZNV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,No +0326-VDYXE,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,No +6773-LQTVT,Female,1,Yes,Yes,29,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,35.65,1025.15,No +7274-RTAPZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,Yes +0436-TWFFZ,Female,0,No,No,67,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,No +8566-YPRGL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No +0311-UNPFF,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,Yes +6609-MXJHJ,Female,0,Yes,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,No +2669-OIDSD,Female,0,Yes,No,48,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834,No +8400-WZICQ,Female,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,No +3834-XUIFC,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,Yes +9576-SYUHJ,Male,0,No,No,37,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,No +0410-IPFTY,Female,0,Yes,No,31,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,No +2831-EBWRN,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,No +9430-NKQLY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,No +8414-MYSHR,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,Yes +0247-SLUJI,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,No +9402-ORRAH,Female,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,No +6483-OATDN,Male,0,Yes,Yes,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,No +1293-HHSHJ,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741,No +4840-ORQXB,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,No +7599-FKVXZ,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Yes +3982-DQLUS,Male,1,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,No +8610-ZIKJJ,Female,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,No +3756-VNWDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,No +7801-KICAO,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,No +7673-LPRNY,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,No +8229-TNIQA,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Yes +6060-QBMGV,Male,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,No +7339-POGZN,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,No +2828-SLQPF,Male,0,No,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,865.85,No +4465-VDKIQ,Female,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,No +2921-XWDJH,Female,1,Yes,No,38,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.45,3147.15,No +6221-AVQYL,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Yes +2558-BUOZZ,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,No +9257-AZMTZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,No +0003-MKNFE,Male,0,No,No,9,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,No +0975-UYDTX,Female,0,Yes,No,26,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,No +7743-EXURX,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Yes +4682-BLBUC,Male,0,Yes,No,44,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,No +0975-VOOVL,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,No +5968-VXZLG,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,No +5569-KGJHX,Female,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,Yes +4988-IQIGL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes +5201-FRKKS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,No +9799-CAYJJ,Female,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,No +7730-IUTDZ,Male,0,No,No,43,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Yes +0426-TIRNE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes +5443-SCMKX,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,No +8295-KMENE,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,No +6738-ISCBM,Male,0,No,No,44,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.0,2440.25,No +9821-BESNZ,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,No +3678-MNGZX,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,No +1335-NTIUC,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,No +2916-BQZLN,Male,0,No,No,19,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,No +4558-CGYCZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,No +2368-GAKKQ,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,No +8710-YGLWG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,No +3199-XGZCY,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,No +3785-KTYSH,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279,No +6814-ZPWFQ,Male,1,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.0,1260.7,No +4063-EIKNQ,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,No +6993-YCOBK,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,No +5206-HPJKM,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,No +7587-RZNME,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Yes +0748-RDGGM,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,Yes +8393-JMVMB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,No +5019-GQVCR,Male,1,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,No +6036-TTFYU,Female,0,Yes,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,No +2550-AEVRU,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053,No +0969-RGKCU,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,No +0378-CJKPV,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,No +4706-AXVKM,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Yes +5889-JTMUL,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,Yes +9026-RNUJS,Male,1,No,No,5,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,Yes +3746-EUBYR,Male,0,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Yes +2332-EFBJY,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Yes +2880-FPNAE,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,No +1703-MGIAB,Female,0,No,No,17,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.0,1108,No +4311-QTTAI,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,No +9474-PHLYD,Female,0,No,No,15,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,Yes +4318-RAJVY,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,No +2165-VOEGB,Female,0,No,Yes,46,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,Yes +3612-YUNGG,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,No +2254-DLXRI,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,No +5062-CJJKH,Male,0,Yes,Yes,25,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,No +9028-LIHRP,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209,No +2219-MVUSO,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Yes +1053-MXTTK,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,No +1530-ZTDOZ,Female,0,Yes,No,49,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,No +1301-LOPVR,Male,0,Yes,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,No +0853-TWRVK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,No +8914-RBTSB,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,Yes +6212-ATMLK,Female,0,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,No +8200-LGKSR,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,No +1568-BEKZM,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,No +0670-ANMUU,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,No +6897-RWMUB,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,No +0963-ZBDRN,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,Yes +7594-RQHXR,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,Yes +6999-CHVCF,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,No +6134-KWTBV,Male,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,No +1077-HUUJM,Female,0,No,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,No +6331-EWIEB,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,Yes +0895-LNKRC,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,No +2045-BMBTJ,Female,1,No,No,33,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,No +8417-GSODA,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,No +5171-EPLKN,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470,No +4452-QIIEB,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,No +5998-VVEJY,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,Yes +1624-NALOJ,Male,1,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,Yes +6741-EGCBI,Male,1,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,No +7820-ZYGNY,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,No +4317-VTEOA,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,Yes +9677-AVKED,Female,0,No,Yes,53,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,No +1670-SVOWZ,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Yes +2227-JRSJX,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,No +9847-HNVGP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,No +6696-YDAYZ,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,No +8980-WQFWL,Female,0,No,No,35,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,62.1,2096.1,No +1730-ZMAME,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665,No +6506-EYCNH,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,No +4634-JLRJT,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,No +9501-UKKNL,Male,0,No,No,59,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,No +2560-QTSBS,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,No +7541-YLXCL,Male,0,No,No,36,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,Yes +4795-WRNVT,Female,0,No,No,40,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,65.1,2586,No +6080-TCMYC,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,No +0260-ZDLGK,Female,0,No,Yes,9,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,Yes +7860-UXCRM,Male,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,No +6357-JJPQT,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,No +2292-XQWSV,Male,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,No +9552-TGUZV,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,658.1,No +5913-INRQV,Male,1,Yes,No,34,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,No +8722-NGNBH,Male,0,No,No,5,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40.0,223.45,Yes +6210-KBBPI,Male,1,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,Yes +9643-YBLUR,Male,0,Yes,No,9,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,No +8734-FNWVH,Male,0,Yes,Yes,31,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,No +9447-YPTBX,Female,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,No +0133-BMFZO,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,Yes +6128-CZOMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes +9540-JYROE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,Yes +9026-LHEVG,Female,0,No,No,9,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,No +2260-USTRB,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Yes +3656-TKRVZ,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,Yes +7011-CVEUC,Male,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,No +6185-TASNN,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,No +7925-PNRGI,Female,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,No +8623-TMRBY,Male,1,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,Yes +1552-CZCLL,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,1087.25,No +3038-PQIUY,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,No +1501-SGHBW,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81,Yes +9313-CDOGY,Male,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,No +8148-BPLZQ,Male,0,No,No,34,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,No +2623-DRYAM,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,No +9987-LUTYD,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,No +3208-YPIOE,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,3017.65,Yes +4488-KQFDT,Female,0,No,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423,No +2612-RANWT,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Yes +5693-PIPCS,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,No +0491-KAPQG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,No +1925-LFCZZ,Male,1,No,No,55,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,No +8039-EQPIM,Male,0,Yes,No,69,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,No +6900-PXRMS,Male,1,Yes,Yes,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,Yes +8707-RMEZH,Female,1,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,No +3346-BRMIS,Female,1,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,Yes +3209-ZPKFI,Male,0,Yes,Yes,47,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,No +6479-VDGRK,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,No +9373-WSLOY,Male,1,Yes,No,33,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.0,1750.85,No +2933-FILNV,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,Yes +3569-JFODW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,No +9819-FBNSV,Male,1,Yes,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,No +9544-PYPSJ,Female,1,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,No +1591-XWLGB,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,No +0396-UKGAI,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,No +3243-ZHOHY,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,No +5186-EJEGL,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,No +7527-QNRUS,Male,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,No +9986-BONCE,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Yes +2722-JMONI,Female,1,Yes,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Yes +2203-GHNWN,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,No +3878-AVSOQ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,No +3258-SYSWS,Male,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,No +5296-PSYVW,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,No +6319-QSUSR,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,No +4083-EUGRJ,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Yes +7579-OOPEC,Female,1,Yes,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Yes +0512-FLFDW,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.5,6029,No +1771-OADNZ,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,Yes +0487-CRLZF,Female,0,No,No,49,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,No +2107-FBPTK,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,No +9451-WLYRI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,No +8219-VYBVI,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1004.35,No +1991-VOPLL,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,No +9738-QLWTP,Male,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,No +1016-DJTSV,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,No +9419-IPPBE,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,No +0174-QRVVY,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,No +5699-BNCAS,Male,1,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,No +2900-PHPLN,Female,1,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,No +0612-RTZZA,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,Yes +8106-GWQOK,Male,0,Yes,No,38,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.0,2193.2,No +8751-EDEKA,Female,0,Yes,No,28,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,No +6878-GGDWG,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No +4039-PIMHX,Male,1,Yes,No,49,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,No +8450-LUGUK,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,No +3604-WLABM,Female,0,No,No,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583,No +0795-GMVQO,Male,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,No +2259-OUUSZ,Male,0,No,No,7,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,No +1142-IHLOO,Female,0,No,No,51,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,No +6410-LEFEN,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,416.45,Yes +4633-MKHYU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,No +6257-RJOHI,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,No +1545-JFUML,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.0,6994.6,No +3194-ORPIK,Female,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,Yes +7826-VVKWT,Female,1,Yes,Yes,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,No +1353-GHZOS,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,No +2587-EKXTS,Male,0,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,No +5442-BXVND,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,No +8816-VXNZD,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Yes +9378-FXTIZ,Female,0,Yes,No,54,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,Yes +1723-HKXJQ,Male,0,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,Yes +7825-GKXMW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,Yes +9753-OYLBX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,No +2364-UFROM,Male,0,No,No,30,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,No +6656-JWRQX,Female,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,No +6473-ULUHT,Male,0,Yes,Yes,16,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,No +1240-KNSEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes +0836-SEYLU,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,Yes +4433-JCGCG,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4680.05,Yes +3716-BDVDB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Yes +7688-AWMDX,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,No +7244-QWYHG,Male,0,Yes,No,50,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),44.45,2188.45,No +5899-MQZZL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,999.45,Yes +6849-OYAMU,Male,0,Yes,Yes,19,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100.0,1888.65,Yes +5312-UXESG,Female,0,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,No +9488-HGMJH,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Yes +6038-GCYEC,Female,0,No,No,24,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,Yes +2150-WLKUW,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635,No +7159-FVYPK,Female,0,Yes,Yes,3,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235,No +7032-LMBHI,Female,0,No,No,37,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,No +1150-WFARN,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,Yes +6088-BXMRG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,No +3144-AUDBS,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,Yes +4821-SJHJV,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,No +7346-MEDWM,Female,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,83.25,4949.1,No +1137-DGOWI,Female,0,Yes,No,30,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,No +5616-PRTNT,Male,0,No,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Yes +3812-LRZIR,Female,0,Yes,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,No +4818-QIUFN,Female,1,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Yes +9483-GCPWE,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,No +4227-OJHAL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73.0,5163,No +9220-CXRSC,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,No +4993-JCRGJ,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,No +9537-JALFH,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,No +6698-OXETB,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,No +2103-ZRXFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,No +3724-BSCVH,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,No +4877-TSOFF,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,No +9209-NWPGU,Male,0,No,No,44,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,No +6961-VCPMC,Male,1,Yes,No,46,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,Yes +7306-YDSOI,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,No +5288-AHOUP,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,No +6688-UZPWD,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.0,1145.35,Yes +0655-YDGFJ,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,No +8468-EHYJA,Female,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,No +6823-SIDFQ,Male,0,No,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,No +1097-FSPVW,Female,0,No,No,42,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,No +2839-RFSQE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,Yes +8328-SKJNO,Male,0,No,Yes,23,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,No +7010-ZMVBF,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357,No +5201-CBWYG,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,No +0968-GSIKN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Yes +1965-DDBWU,Male,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Yes +9057-SIHCH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,Yes +6352-GIGGQ,Male,0,No,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,No +3635-QQRQD,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,No +6771-XWBDM,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,Yes +2897-DOVND,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,No +3082-YVEKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),77.15,1759.4,No +0191-EQUUH,Female,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,No +7134-HBPBS,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,No +3489-HHPFY,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,No +2926-JEJJC,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,No +8601-QACRS,Female,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Yes +4950-BDEUX,Male,0,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,No +5789-LDFXO,Male,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,No +0508-OOLTO,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,No +2984-TBYKU,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,No +9822-WMWVG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,No +2391-SOORI,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,Yes +9040-KZVWO,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,No +2645-QTLMB,Male,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669,Yes +4806-HIPDW,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,Yes +1548-ARAGG,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,No +6339-RZCBJ,Male,0,No,No,48,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,No +4424-TKOPW,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,Yes +4415-WNGVR,Female,1,Yes,No,12,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,No +2522-AHJXR,Male,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,No +0412-UCCNP,Male,0,No,No,55,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,No +1816-FLZDK,Male,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,29.15,29.15,No +7096-UCLNH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +8443-ZRDBZ,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,Yes +9136-ALYBR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,Yes +4615-PIVVU,Female,0,No,No,42,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,No +8885-QSQBX,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,No +7479-NITWS,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,Yes +8617-ENBDS,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,No +9385-NXKDA,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,No +0430-IHCDJ,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.0,749.25,No +2959-MJHIC,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,Yes +6674-KVJHG,Female,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,No +1814-DKOLC,Female,0,No,No,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,No +4201-JMNGR,Female,1,No,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Yes +9351-HXDMR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,No +3537-HPKQT,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,No +2129-ALKBS,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,No +5821-MMEIL,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,No +5960-WPXQM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,Yes +0684-AOSIH,Male,0,Yes,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,95,Yes +8260-NGFNY,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,Yes +1309-XGFSN,Male,1,Yes,Yes,52,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,No +1866-RZZQS,Male,1,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,Yes +6968-URWQU,Male,0,Yes,No,43,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,No +4742-TXUEX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,No +9631-XEYKE,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,No +8631-NBHFZ,Male,1,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.4,5154.6,Yes +1335-MXCSE,Male,0,Yes,Yes,55,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,No +8873-TMKGR,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,No +8800-JOOCF,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,966.55,No +1469-LBJQJ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,No +4958-XCBDQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,Yes +8337-UPOAQ,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,914.3,Yes +0064-YIJGF,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929,No +2386-OWURY,Female,0,No,No,58,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,No +1725-IQNIY,Male,0,Yes,No,54,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,Yes +0310-VQXAM,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,No +6598-RFFVI,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Yes +3453-RTHJQ,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435,No +6712-OAWRH,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,Yes +6278-FEPBZ,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,No +4280-DLSHD,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,No +1508-DFXCU,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912,No +8614-VGMMV,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Yes +7868-BGSZA,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,No +2800-QQUSO,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,No +2930-UOTMB,Female,0,No,No,31,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.25,1994.3,Yes +7973-DZRKH,Female,0,No,Yes,66,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,No +5914-DVBWJ,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,Yes +7698-YFGEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20,No +2533-QVMSK,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,Yes +9773-PEQBZ,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,No +8644-XLFBW,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes +0650-BWOZN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,No +8625-AZYZY,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,Yes +7785-RDVIG,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,No +9602-WCXPI,Male,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,No +2903-YYTBW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,No +3620-MWJNE,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,No +8573-JGCZW,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,No +6837-HAEVO,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.0,7297.75,No +6701-YVNQG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,No +9306-CPCBC,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,Yes +4304-XUMGI,Male,1,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,No +9504-YAZWB,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,No +8819-ZBYNA,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,No +6174-NRBTZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,No +9481-IEBZY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,No +1833-VGRUM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,Yes +6137-NICCO,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,No +9065-ZCPQX,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,No +6402-EJMWF,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,No +3620-EHIMZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,No +3213-VVOLG,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35, ,No +6870-ECSHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,No +8747-UDCOI,Female,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,No +8374-XGEJJ,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4388.4,Yes +2656-TABEH,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,Yes +6946-LMSQS,Male,1,Yes,No,25,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,Yes +4626-OZDTJ,Female,0,Yes,No,51,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,No +9169-BSVIN,Male,0,No,No,12,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,No +2325-ZUSFD,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,Yes +8194-PEEBY,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,No +6872-HXFNF,Female,0,Yes,No,64,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,No +3932-CMDTD,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,Yes +7714-YXSMB,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,No +8387-UGUSU,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,No +1080-BWSYE,Male,1,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,No +4039-HEUNW,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.5,3436.1,Yes +1194-HVAIF,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95.0,2462.55,No +0812-WUPTB,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,Yes +3594-UVONA,Female,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,Yes +0004-TLHLJ,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Yes +1767-TGTKO,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,No +8439-LTUGF,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.0,198.6,No +8805-JNRAZ,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,No +5089-IFSDP,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Yes +6418-HNFED,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,No +0206-OYVOC,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,No +7291-CDTMJ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,No +7128-GGCNO,Male,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,No +0237-YFUTL,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,No +7691-KGKGP,Male,0,Yes,Yes,53,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),65.0,3363.8,No +6710-HSJRD,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,No +3675-EQOZA,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No +0840-DCNZE,Male,0,No,No,47,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,No +1732-FEKLD,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,No +9862-KJTYK,Male,0,No,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,No +0479-HMSWA,Female,0,No,Yes,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,No +5854-KSRBJ,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,No +0365-BZUWY,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,No +4817-VYYWS,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,Yes +5701-SVCWR,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.0,24,No +3129-AAQOU,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,No +4922-CVPDX,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,No +1396-QWFBJ,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Yes +1357-BIJKI,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,No +1099-BTKWT,Female,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,No +5299-SJCZT,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Yes +2018-PZKMU,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.1,970.45,No +7340-KEFQE,Female,0,Yes,Yes,51,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782,No +4570-QHXHL,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,No +2403-BCASL,Male,1,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,Yes +7392-YYPYJ,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,No +2898-LSJGD,Female,0,Yes,Yes,21,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,Yes +2223-GDSHL,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,No +7359-PTSXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,Yes +9470-RTWDV,Male,0,Yes,Yes,26,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,2083.1,No +2176-OSJUV,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,No +9348-YVOMK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,No +8104-OSKWT,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,No +4521-YEEHE,Female,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,No +4090-KPJIP,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,No +3786-WOVKF,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,No +4503-BDXBD,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,815.5,Yes +6086-ESGRL,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,Yes +2592-HODOV,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,No +3886-CERTZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,Yes +7995-ZHHNZ,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,No +3824-RHKVR,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,No +5816-SCGFC,Female,1,No,No,7,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,No +5989-AXPUC,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,No +4979-HPRFL,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,No +8590-OHDIW,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,No +8015-IHCGW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,No +2332-TODQS,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,No +9278-VZKCD,Female,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,No +8008-OTEZX,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,No +2773-OVBPK,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,No +5999-LCXAO,Female,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,No +5206-XZZQI,Male,0,No,No,53,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,No +4803-LBYPN,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,No +5759-RCVCB,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),35.2,108.95,Yes +6372-RFVNS,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,Yes +2139-FQHLM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,89.95,1682.4,No +8261-GWDBQ,Female,1,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,No +1093-YSWCA,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,No +8938-UMKPI,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,5127.95,Yes +0991-BRRFB,Male,0,No,No,18,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,Yes +3882-IYOIJ,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,No +8749-TZYEC,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,No +1755-FZQEC,Male,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,No +3115-JPJDD,Female,0,Yes,No,59,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,No +5600-KTXFM,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.95,143.9,No +3871-IKPYH,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,Yes +6319-IEJWJ,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,Yes +9025-AOMKI,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,Yes +6339-TBELP,Male,0,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172,No +7964-YESJC,Female,0,Yes,No,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,No +6173-GOLSU,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079,No +5275-SQEIZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,Yes +7716-YTYHG,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,Yes +9938-ZREHM,Female,0,Yes,No,37,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,No +7950-XWOVN,Male,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,No +4390-KYULV,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,Yes +4647-MUZON,Female,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,No +9702-AIUJO,Male,0,Yes,Yes,50,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,No +8849-PRIQJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,No +8851-RAGOV,Female,0,Yes,No,25,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,No +1304-NECVQ,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,Yes +5396-IZEPB,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,No +1729-VLAZJ,Female,0,No,Yes,10,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,411.45,No +8285-ABVLB,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,No +0701-TJSEF,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,No +5712-VBOXD,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No +6629-LADHQ,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,No +8945-GRKHX,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.65,78.65,Yes +1559-DTODC,Male,0,No,No,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,No +4797-MIWUM,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,No +6959-UWKHF,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Yes +8720-RQSBJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44,No +4537-CIBHB,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,No +3815-SLMEF,Female,0,No,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,Yes +5154-VEKBL,Female,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,Yes +4324-AHJKS,Female,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,No +4355-CVPVS,Female,0,Yes,Yes,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968,No +4495-LHSSK,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,No +5655-JSMZM,Male,1,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,4718.25,Yes +5915-ANOEI,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,No +9861-PDSZP,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,No +4505-EXZHB,Female,1,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,Yes +7225-CBZPL,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,No +6704-UTUKK,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.9,1332.4,No +4587-VVTOX,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,Yes +2019-HDCZY,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,No +4652-NNHNY,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Yes +8788-DOXSU,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,No +7404-JLKQG,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,No +7421-ZLUPA,Female,0,No,No,8,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,No +8972-HJWNV,Female,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,Yes +3274-NSDWE,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,No +2632-IVXVF,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,No +3692-JHONH,Female,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,No +8915-NNTRC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,No +5914-GXMDA,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,No +7463-IFMQU,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,No +2920-RNCEZ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,No +2541-YGPKE,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,No +8515-OCTJS,Female,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Yes +5382-TEMLV,Male,0,No,No,45,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,No +3441-CGZJH,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,No +9592-ERDKV,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,No +2860-RANUS,Female,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Yes +5261-QSHQM,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Yes +4778-IZARL,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,No +0432-CAJZV,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,No +7008-LZVOZ,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,No +8868-WOZGU,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,Yes +1200-TUZHR,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,No +9365-CSLBQ,Male,0,No,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,No +1334-FJSVR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,Yes +5884-FBCTL,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,No +7130-CTCUS,Male,1,Yes,No,16,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,No +6242-FEGFD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,No +7625-XCQRH,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Yes +6194-HBGQN,Male,0,No,No,51,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,No +7634-WSWDB,Female,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,No +6986-IXNDM,Male,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,No +1731-TVIUK,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Yes +2987-BJXIK,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,No +9769-TSBZE,Female,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66.0,4891.5,No +0406-BPDVR,Female,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,Yes +0618-XWMSS,Male,0,No,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Yes +1395-WSWXR,Male,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,No +6023-GSSXW,Female,0,Yes,No,69,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,No +6752-APNJL,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,No +5276-KQWHG,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,Yes +0420-HLGXF,Female,1,No,No,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036,No +7446-KQISO,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,No +9823-EALYC,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,No +0582-AVCLN,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,No +5803-NQJZO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),67.8,4804.65,No +2565-JSLRY,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Yes +2607-DHDAK,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,No +1073-XXCZD,Male,0,Yes,No,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,No +0743-HRVFF,Female,0,Yes,Yes,51,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,No +4006-HKYHO,Male,0,No,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,No +3727-JEZTU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No +8143-ETQTI,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,No +6689-KXGBO,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,Yes +9667-TKTVZ,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,No +3657-COGMW,Female,1,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,No +8570-KLJYJ,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,No +7754-IXRMC,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,No +9473-CBZOP,Female,0,No,No,28,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59.0,1654.45,No +2969-WGHQO,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,No +6615-NGGZJ,Male,0,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.55,1415.55,Yes +4334-HOWRP,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546,No +4255-DDUOU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Yes +5863-OOKCL,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,No +1686-STUHN,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,No +1329-VHWNP,Female,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,No +2984-MIIZL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Yes +0266-GMEAO,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,No +5590-YRFJT,Female,0,Yes,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Yes +5574-NXZIU,Male,0,No,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,No +0019-GFNTW,Female,0,No,No,56,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,No +4256-ZWTZI,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51.0,286.8,No +8309-PPCED,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,No +4098-NAUKP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,No +5196-WPYOW,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,No +4608-LCIMN,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,No +1485-YDHMM,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,No +4054-CUMIA,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,No +0603-TPMIB,Female,0,Yes,Yes,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,No +2525-GVKQU,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093,No +8161-QYMTT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,701.3,No +9581-GVBXT,Male,0,Yes,Yes,59,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,No +5862-BRIXZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,No +5404-GGUKR,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,No +3308-JSGML,Male,1,Yes,No,59,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,No +2126-GSEGL,Female,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,No +3677-TNKIO,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.0,914,Yes +0440-QEXBZ,Female,0,No,No,44,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,No +2434-EEVDB,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,No +6762-QVYJO,Female,0,Yes,Yes,58,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,No +6199-IWKGC,Female,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,No +2675-DHUTR,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,No +8152-VETUR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,No +9667-EQRXU,Female,1,No,No,30,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,Yes +7446-YPODE,Male,1,No,No,11,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,No +9522-BNTHX,Female,1,No,No,34,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,No +4676-WLUHT,Male,0,No,No,54,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),46.2,2431.95,No +3329-WDIOK,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,Yes +7980-MHFLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,No +2873-ZLIWT,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,Yes +3415-TAILE,Female,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,Yes +0757-WCUUZ,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,No +1629-DQQVB,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,No +1915-IOFGU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,Yes +3045-XETSH,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,Yes +0374-AACSZ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,No +7239-HZZCX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes +4872-VXRIL,Male,0,No,No,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,No +9140-CZQZZ,Female,0,Yes,No,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,No +3423-HHXAO,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272,No +9938-TKDGL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668,No +0531-ZZJWQ,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.0,4052.4,No +6537-QLGEX,Female,0,No,No,16,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,No +2688-BHGOG,Male,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,No +7683-CBDKJ,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,Yes +0946-CLJTI,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,Yes +3160-TYXLT,Male,0,No,No,53,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,No +1325-USMEC,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,No +0916-QOFDP,Female,1,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,No +0628-CNQRM,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,Yes +5606-AMZBO,Female,0,Yes,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,No +6199-IPCAO,Female,0,Yes,Yes,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,No +7665-TOALD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +0112-QWPNC,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,Yes +0324-BRPCJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,Yes +2777-PHDEI,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,Yes +5640-CAXOA,Female,0,No,No,30,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,No +2235-EZAIK,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.2,5401.9,No +3847-BAERP,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247,No +1196-AMORA,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520,Yes +4282-YMKNA,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Yes +1453-RZFON,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,No +8263-OKETD,Female,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,No +0670-KDOMA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +2476-YGEFM,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76.0,2215.25,No +8687-BAFGU,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.0,74,No +0641-EVBOJ,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,No +0829-XXPLX,Female,0,No,No,20,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,No +9974-JFBHQ,Male,0,No,Yes,64,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,No +5356-RHIPP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +6624-JDRDS,Female,0,No,No,6,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,No +0608-JDVEC,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,No +9780-FKVVF,Male,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,No +1919-RTPQD,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,No +5214-NLTIT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,No +3345-PBBFH,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,No +5055-BRMNE,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,No +9189-JWSHV,Female,1,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,Yes +2190-PHBHR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,No +2650-GYRYL,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,No +0746-JTRFU,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Yes +5208-FVQKB,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,No +7184-LRUUR,Female,0,No,No,22,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,No +6627-CFOSN,Female,0,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,No +3982-JGSFD,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,No +1574-DYCWE,Female,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,No +7247-XOZPB,Male,0,Yes,No,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,No +2466-FCCPT,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,No +6211-WWLTF,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,No +4826-TZEVA,Female,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,No +6016-NXBNJ,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638,No +9138-EFSMO,Male,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,No +0576-WNXXC,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,Yes +4632-XJMEX,Male,0,No,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,No +8910-LEDAG,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,No +3452-GWUIN,Female,1,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,No +2716-GFZOR,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,No +3724-UCSHY,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,No +8626-XHBIE,Male,0,No,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,No +4628-CTTLA,Male,0,No,No,57,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,Yes +3192-LNKRK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.05,2909.95,No +4439-YRNVD,Female,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374,No +2876-VBBBL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Yes +6834-NXDCA,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Yes +2208-UGTGR,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,No +3005-TYFRD,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,No +8670-MEFCP,Female,0,Yes,Yes,36,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,No +3079-BCHLN,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,No +7777-UNYHB,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,No +5597-GLBUC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,Yes +7278-CKDNC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,No +2748-MYRVK,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.9,6137,Yes +8450-UYIBU,Female,1,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,No +2969-VAPYH,Female,0,No,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870,No +4822-YCXMX,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,Yes +7181-OQCUT,Male,0,No,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,103.85,2215,No +8474-UMLNT,Female,0,No,No,13,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,No +9821-POOTN,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Yes +3836-FZSDJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901,No +9142-XMYJH,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,No +6559-ILWKJ,Male,0,Yes,No,71,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,Yes +0187-QSXOE,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.0,605.45,No +7733-UDMTP,Female,1,No,No,57,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,3094.05,No +2649-HWLYB,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,No +5214-CHIWJ,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,No +4229-CZMLL,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Yes +6904-JLBGY,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,No +2465-BLLEU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,No +1685-VAYJF,Male,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),45.2,492,No +8874-EJNSR,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,No +6917-YACBP,Female,1,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,No +5049-MUBWG,Male,0,No,No,26,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),75.0,1908.35,No +4223-WOZCM,Male,1,No,No,2,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,No +0769-MURVM,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,No +9253-VIFJQ,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,No +7030-FZTFM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,No +9741-YLNTD,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,No +5917-RYRMG,Male,1,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,No +5120-ZBLAI,Female,0,Yes,No,50,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,No +1194-BHJYC,Male,0,Yes,No,61,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,No +3663-MITLP,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,Yes +0906-QVPMS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,No +9025-ZRPVR,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Yes +1905-OEILC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,No +7858-GTZSP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,No +3285-UCQVC,Female,0,No,No,37,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,Yes +6248-BSHKG,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,No +4685-TFLLS,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,No +3470-BTGQO,Male,0,No,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,No +1209-VFFOC,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,No +8224-DWCKX,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,No +5482-PLVPE,Female,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,Yes +4553-DVPZG,Female,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,No +4902-OHLSK,Female,1,No,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,Yes +6917-IAYHD,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,No +0495-ZBNGW,Male,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Yes +8620-RJPZN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,No +7572-KPVKK,Male,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,No +2642-MAWLJ,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,No +2357-COQEK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,Yes +7103-ZGVNT,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),73.7,4885.85,No +3737-GCSPV,Female,0,Yes,No,11,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Yes +2027-WKXMW,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,No +7137-NAXML,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,No +2428-ZMCTB,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,No +2961-VNFKL,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,No +1768-HNVGJ,Female,1,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,No +6963-KQYQB,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,No +5934-RMPOV,Female,0,No,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,No +1207-BLKSA,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,No +4088-YLDSU,Male,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,Yes +8316-BBQAY,Female,0,No,No,65,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,No +1166-PQLGG,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,No +3146-JTQHR,Male,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,No +4291-YZODP,Female,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,No +4395-PZMSN,Male,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,No +6427-FEFIG,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),78.6,1846.65,No +0017-IUDMW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,No +8706-HRADD,Male,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,No +9955-QOPOY,Male,0,Yes,No,69,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,No +4385-ZKVNW,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,No +5446-DKWYW,Female,1,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,No +2034-CGRHZ,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Yes +5797-APWZC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,Yes +3683-QKIUE,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Yes +4228-ZGYUW,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,Yes +9031-ZVQPT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,No +2990-IAJSV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6632.75,No +8107-KNCIM,Male,1,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,No +9027-YFHQJ,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,No +5176-LDKUH,Female,0,No,No,48,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,No +4644-OBGFZ,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,No +7926-IJOOU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,No +6480-YAGIY,Male,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,No +4029-HPFVY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,No +7602-DBTOU,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,No +5345-BMKWB,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,No +3519-ZKXGG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Yes +5457-COLHT,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,No +6416-TVAIH,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Yes +5451-YHYPW,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,No +5108-ADXWO,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Yes +7998-WNZEM,Male,0,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,No +3066-RRJIO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Yes +4664-NJCMS,Female,0,Yes,No,33,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,No +0307-BCOPK,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,No +7629-WFGLW,Female,1,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,95.65,5471.75,No +2542-HYGIQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,No +6715-OFDBP,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,Yes +5016-LIPDW,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,No +6481-LXPWL,Male,0,Yes,Yes,56,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),36.1,1971.5,No +1567-DSCIC,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,Yes +2150-UWTFY,Female,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,Yes +6124-ACRHJ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No +9362-MWODR,Female,0,No,Yes,40,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,No +9975-GPKZU,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,No +9625-RZFUK,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,No +5153-LXKDT,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,No +5161-UBZXI,Male,0,Yes,Yes,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,No +1020-JPQOW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,No +7919-ZODZZ,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,No +0565-JUPYD,Male,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,No +6867-ACCZI,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,52.5,1208.15,No +5939-XAIXZ,Female,0,No,No,19,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,No +9054-FOWNV,Male,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,No +2683-BPJSO,Male,0,Yes,No,29,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Yes +2157-MXBJS,Male,0,Yes,No,13,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,Yes +8207-VVMYB,Female,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,2006.95,No +9732-EQMWY,Female,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025,No +9360-AHGNL,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,Yes +1087-UDSIH,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Yes +5269-NRGDP,Male,0,Yes,Yes,42,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,No +6195-MELTI,Male,0,No,No,57,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,No +5485-WUYWF,Male,1,No,No,2,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,Yes +2121-JAFOM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,No +8818-DOPVL,Female,1,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,No +2632-UCGVD,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,Yes +5445-PZWGX,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102.0,6529.25,Yes +1227-UDMZR,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,No +5198-HQAEN,Male,0,Yes,Yes,35,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,No +9170-CCKOU,Male,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Yes +2167-FQSTQ,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,No +2819-GWENI,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543,No +1043-YCUTE,Male,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Yes +3814-MLAXC,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Yes +3572-UUHRS,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,No +2692-PFYTJ,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,No +1226-UDFZR,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,Yes +5955-EPOAZ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,No +6821-JPCDC,Female,0,Yes,No,48,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,No +8815-LMFLX,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,No +9135-HSWOC,Male,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No +8582-KRHPJ,Male,0,No,No,50,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.0,1782.4,No +5811-IWXYM,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,No +7044-YAACC,Male,1,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,No +8189-XRIKE,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,No +1506-YJTYT,Male,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371,No +4123-DVHPH,Male,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,No +6425-YQLLO,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,Yes +5442-UTCVD,Male,0,No,Yes,3,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,91.85,257.05,Yes +2228-BZDEE,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,No +7734-DBOAI,Female,0,Yes,Yes,1,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,40.1,40.1,Yes +2789-CZANW,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,No +2091-RFFBA,Female,1,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,Yes +2114-MGINA,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,Yes +7596-LDUXP,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,No +3740-RLMVT,Male,1,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,No +4489-SNOJF,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,Yes +2192-OZITF,Female,0,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,No +5651-CPDND,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,492.1,No +2186-QZEYA,Female,1,No,No,29,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,No +1131-ALZWV,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,No +7729-XBTWX,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,No +9134-WYRVP,Male,0,No,No,51,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,No +3284-SVCRO,Female,0,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,No +9732-OUYRN,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,918.7,No +0559-CKHUS,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,No +2931-SVLTV,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,No +6899-PPEEA,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,3580.3,Yes +7504-UWHNB,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,No +2582-FFFZR,Female,0,No,No,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,No +8908-NMQTX,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,No +2187-LZGPL,Female,0,No,No,7,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Yes +1431-AIDJQ,Male,0,Yes,Yes,33,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,No +6288-LBEAR,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,No +4597-NUCQV,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,Yes +9019-QVLZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,Yes +8413-YNHNV,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,No +5808-TOTXO,Female,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,No +4369-NYSCF,Male,0,No,No,56,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,No +6333-YDVLT,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.0,7138.65,No +5324-KTGCG,Male,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,No +5599-HVLTW,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,No +7394-LWLYN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,No +3707-LRWZD,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,Yes +6873-UDNLD,Male,0,No,No,40,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731,No +2700-LUEVA,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,No +1455-ESIQH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,Yes +0958-YHXGP,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,No +1101-SSWAG,Female,0,Yes,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,No +2979-SXESE,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,Yes +4013-TLDHQ,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Yes +5743-KHMNA,Male,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,No +4194-FJARJ,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60.0,3273.95,No +5325-UWTWJ,Male,0,Yes,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,No +3969-GYXEL,Female,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,76.4,838.7,No +9208-OLGAQ,Female,1,No,No,18,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,No +3244-CQPHU,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,No +2674-MLXMN,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,No +9708-HPXWZ,Male,1,No,No,5,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,No +6992-TKNYO,Male,0,Yes,No,38,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69.0,2669.45,No +4468-YDOVK,Male,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,No +3754-DXMRT,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Yes +5792-JALQC,Female,1,No,No,52,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,No +7130-VTEWQ,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Yes +2200-DSAAL,Female,0,No,No,68,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,No +4302-ZYFEL,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,No +9351-LZYGF,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,No +4366-CTOUZ,Female,0,No,No,50,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,No +6121-VZNQB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Yes +7903-CMPEY,Male,1,Yes,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Yes +1518-OMDIK,Male,0,Yes,No,33,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,No +6671-NGWON,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,No +0595-ITUDF,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,No +6996-KNSML,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes +1955-IBMMB,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,No +0096-BXERS,Female,0,Yes,No,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,No +3806-YAZOV,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56,No +7998-ZLXWN,Female,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,No +6253-WRFHY,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,No +9133-AYJZG,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,No +2675-OTVVJ,Male,1,Yes,No,31,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,No +8680-CGLTP,Male,0,No,No,29,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,No +8430-TWCBX,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,No +5018-GWURO,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,No +6741-QRLUP,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,No +4737-HOBAX,Male,0,Yes,No,63,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,No +0537-QYZZN,Male,1,Yes,Yes,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,No +3340-QBBFM,Male,1,Yes,No,36,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,No +1704-NRWYE,Female,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,Yes +2592-SEIFQ,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,Yes +8200-KLNYW,Female,0,Yes,No,21,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,No +3372-CDXFJ,Male,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,No +4781-ZXYGU,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,No +7632-YUTXB,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,No +2718-YSKCS,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,No +9896-UYMIE,Male,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,No +0853-NWIFK,Female,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,No +8212-CRQXP,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.0,1706.45,No +6980-CDGFC,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,No +7691-XVTZH,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,No +2520-SGTTA,Female,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0, ,No +7481-ATQQS,Female,1,No,No,49,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Yes +2277-VWCNI,Female,1,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,No +1088-CNNKB,Male,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80.0,5040.2,No +8642-GVWRF,Female,0,Yes,No,2,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165,Yes +1930-BZLHI,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,No +3400-ESFUW,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,Yes +5868-YTYKS,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +3525-DVKFN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,No +1482-OXZSY,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,No +0377-JBKKT,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,No +5778-BVOFB,Female,0,No,No,9,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,No +3373-YZZYM,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No +2057-ZBLPD,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,Yes +0228-MAUWC,Male,0,No,No,19,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,No +5502-RLUYV,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,7446.9,Yes +0023-HGHWL,Male,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Yes +7663-YJHSN,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,No +4915-BFSXL,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Credit card (automatic),68.95,4858.7,No +3086-RUCRN,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595,No +5215-LNLDJ,Female,0,Yes,Yes,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,No +7576-JMYWV,Female,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,No +9039-RBEEE,Male,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,Yes +0257-KXZGU,Female,0,Yes,Yes,32,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,No +1307-ATKGB,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,No +8417-FMLZI,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Yes +3714-XPXBW,Female,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,No +1850-AKQEP,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,No +2824-DXNKN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,No +5227-JSCFE,Male,1,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,No +0848-ZGQIJ,Female,0,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,No +3621-CHYVB,Female,0,Yes,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,No +8042-RNLKO,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,No +1792-UXAFY,Female,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,Yes +5372-FBKBN,Female,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,No +0420-TXVSG,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,No +6217-TOWGS,Female,0,Yes,No,17,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,No +0515-YPMCW,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes +0378-XSZPU,Male,0,Yes,No,58,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,Yes +1045-LTCYT,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,No +1544-JJMYL,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,No +4636-JGAAI,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,No +6874-SGLHU,Male,0,No,No,30,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.0,3021.3,No +5951-AOFIH,Male,0,No,No,33,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,No +4729-XKASR,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,24.75,Yes +3059-NGMXB,Male,0,Yes,Yes,14,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,No +8652-YHIYU,Female,0,No,Yes,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,No +5278-PNYOX,Female,0,No,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,No +5449-FIBXJ,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,Yes +3486-HOOGQ,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,No +5061-PBXFW,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,No +8630-FJLIB,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,No +3891-NLXJB,Male,0,No,No,37,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,No +4749-OJKQU,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,No +0577-WHMEV,Female,0,Yes,No,16,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,No +5453-AXEPF,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,No +3639-XJHKQ,Female,0,No,Yes,19,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,No +3716-LRGXK,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,No +2263-SFSQZ,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,No +9950-MTGYX,Male,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,No +3397-AVTKU,Male,0,No,No,43,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60.0,2548.55,No +4825-FUREZ,Male,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,No +9837-BMCLM,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,Yes +2672-OJQZP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,No +0137-UDEUO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Yes +3134-DSHVC,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98.0,6218.45,No +6161-UUUTA,Male,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.9,260.9,Yes +7821-DPRQE,Male,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,No +6543-XRMYR,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,Yes +2001-EWBQU,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,No +4925-LMHOK,Male,0,No,No,15,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Yes +1608-GMEWB,Male,1,No,No,45,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,No +6695-AMZUF,Female,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,No +1455-UGQVH,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1037.75,Yes +8410-BGQXN,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,No +8280-MQRQN,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Yes +1619-YWUBB,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,No +7611-YKYTC,Male,0,Yes,Yes,22,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.0,1573.95,No +2037-SGXHH,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,Yes +3178-FESZO,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,Yes +0365-GXEZS,Male,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,No +0082-OQIQY,Male,0,No,No,29,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,No +6087-MVHJH,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.45,1422.1,Yes +4603-JANFB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes +3606-SBKRY,Male,0,No,No,31,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,No +4806-KEXQR,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.9,324.3,Yes +0667-NSRGI,Female,0,Yes,No,48,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,No +7083-YNSKY,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Yes +6893-ODYYE,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,No +8242-JSVBO,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,No +2479-BRAMR,Male,1,Yes,No,41,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Yes +9541-ZPSEA,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,No +2665-NPTGL,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,No +1139-WUOAH,Male,0,No,No,57,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,No +4693-VWVBO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,No +7434-SHXLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes +6937-GCDGQ,Male,0,Yes,Yes,19,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,No +0988-JRWWP,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,No +5075-JSDKI,Female,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,No +7908-QCBCA,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Yes +8644-XYTSV,Male,0,Yes,No,42,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,No +6711-FLDFB,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Yes +3873-WOSBC,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,No +7465-ZZRVX,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,No +7975-JMZNT,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,No +7251-XFOIL,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,No +4116-IQRFR,Male,0,Yes,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,No +3714-JTVOV,Female,1,Yes,No,42,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Yes +8259-DZLIZ,Female,0,Yes,Yes,64,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,No +0442-ZXKVS,Female,1,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,No +7853-WNZSY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,No +3120-FAZKD,Male,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No +8606-OEGQZ,Female,0,No,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,No +0225-ZORZP,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,No +4702-IOQDC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes +9489-JMTTN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,No +0575-CUQOV,Male,1,Yes,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867,No +0967-BMLBD,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,196.35,No +6178-KFNHS,Female,0,No,Yes,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Yes +2830-LEWOA,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,No +5006-MXVRN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,No +1264-BYWMS,Male,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,Yes +9658-WYUFB,Female,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,Yes +8327-WKMIE,Male,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,No +6917-FIJHC,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.0,1776,No +5329-KRDTM,Male,1,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,No +7797-EJMDP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,No +3530-VWVGU,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,No +2013-SGDXK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,Yes +6368-NWMCE,Female,0,No,No,38,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,No +3633-CDBUW,Male,0,No,Yes,17,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,No +0707-HOVVN,Female,1,No,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,No +8580-QVLOC,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,Yes +3956-MGXOG,Female,0,No,No,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,No +9274-UARKJ,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130,No +4077-HWUYD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,No +2012-NWRPA,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,Yes +8808-ELEHO,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Yes +0103-CSITQ,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,No +3506-LCJDC,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Yes +8671-KKKOS,Female,0,Yes,No,46,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,No +7305-ZWMAJ,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,No +9518-XXBXE,Male,1,Yes,No,10,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,No +3934-HXCFZ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,Yes +6578-KRMAW,Male,0,No,No,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,No +4860-IJUDE,Male,0,No,No,13,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,No +7666-WKRON,Female,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Electronic check,80.45,3201.55,Yes +9688-YGXVR,Female,0,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,No +0423-UDIJQ,Male,1,No,No,9,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,No +1945-XISKS,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,No +4910-AQFFX,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Yes +2154-KVJFF,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Yes +5360-LJCNJ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555,No +2607-FBDFF,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49.0,49,No +9647-ERGBE,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,Yes +3428-XZMAZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes +1100-DDVRV,Male,0,Yes,No,17,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,No +0378-TOVMS,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Yes +4355-HBJHH,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,Yes +6728-WYQBC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,No +9058-CBREO,Female,1,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,Yes +9029-FEGVJ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570,No +7216-KAOID,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,No +0318-QUUOB,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,Yes +6145-NNPNO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,No +5520-FVEWJ,Female,0,Yes,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,Yes +5339-TJFEK,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,No +5572-ZDXHY,Female,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,Yes +2074-GUHPQ,Female,0,No,Yes,17,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,No +4625-XMOYM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,No +5827-MWCZK,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,No +1385-TQOZW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,No +5914-XRFQB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,No +4329-YPDDQ,Male,0,No,No,20,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,No +4804-NCPET,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,No +3750-CKVKH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Yes +5944-UGLLK,Male,0,No,No,53,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,No +8063-GBATB,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,Yes +7787-BNTZM,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,No +2252-ISRNH,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,No +9415-TPKRV,Female,0,Yes,Yes,8,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,No +5322-TEUJK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,No +4547-KQRTM,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Yes +4877-EVATK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20,Yes +1866-DIOQZ,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,No +8375-KVTHK,Male,0,Yes,No,68,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,No +2697-NQBPF,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,No +3709-OIJEA,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,No +7639-SUPCW,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Yes +1386-ZIKUV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,No +0599-XNYDO,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,No +6377-WHAOX,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,No +6855-VLGOS,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,No +8999-XXGNS,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,No +8746-OQQRW,Male,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,No +3181-MIZBN,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,No +0471-ARVMX,Female,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,No +7766-CLTIC,Female,0,No,No,10,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,No +5650-YLIBA,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,No +0825-CPPQH,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,No +9084-OAYKL,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,No +6122-LJADA,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,No +2400-XIWIO,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,No +7524-VRLPL,Male,1,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),74.1,5031,No +1069-XAIEM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,Yes +7569-NMZYQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,No +5201-USSQZ,Female,0,Yes,No,26,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,No +2105-PHWON,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.0,3008.15,No +1494-EJZDW,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,No +4884-TVUQF,Female,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,No +8003-EWNDZ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,No +1897-RCFUM,Female,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,No +9256-JTBNZ,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,No +4658-HCOHW,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,Yes +2211-RMNHO,Female,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560,No +2432-TFSMK,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633,No +3440-JPSCL,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,Yes +4929-ROART,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,No +1834-ABKHQ,Female,0,Yes,Yes,52,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,No +1741-WTPON,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,No +3932-IJWDZ,Male,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,No +1240-HCBOH,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,No +3594-KADLU,Male,0,Yes,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,No +8065-BVEPF,Male,1,No,No,65,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,No +3796-ENZGF,Male,0,Yes,No,63,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,No +1734-ZMNTZ,Female,0,Yes,Yes,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,300.7,No +2853-CWQFQ,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,No +0813-TAXXS,Male,0,No,No,55,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,No +2519-TWKFS,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,No +2889-FPWRM,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,Yes +0626-QXNGV,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,No +6723-CEGQI,Female,0,No,Yes,65,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,No +6987-XQSJT,Female,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Yes +4732-RRJZC,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,No +9499-XPZXM,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),64.75,4804.75,No +4338-EYCER,Male,0,Yes,No,21,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,No +3007-FDPEA,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,No +6350-XFYGW,Male,1,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,No +4290-BSXUX,Male,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Yes +8513-OLYGY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,No +0311-QYWSS,Female,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,No +8705-DWKTI,Male,0,No,No,52,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,No +8755-IWJHN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.35,6382,No +0325-XBFAC,Male,0,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,Yes +4480-QQRHC,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,No +0929-PECLO,Female,1,No,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,No +3680-CTHUH,Male,0,No,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,No +1202-KKGFU,Female,0,Yes,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.2,690.5,No +6112-KTHFQ,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,No +1852-XEMDW,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,No +2462-XIIJB,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.5,452.7,Yes +4760-XOHVN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Yes +1820-DJFPH,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,No +9426-SXNHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,No +9068-FHQHD,Female,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,No +1269-FOYWN,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.0,860.85,No +9470-YFUYI,Male,1,Yes,No,71,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71.0,5012.1,No +7817-BOQPW,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Yes +7402-EYFXX,Male,1,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,No +1853-UDXBW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,70,Yes +9895-VFOXH,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No +5458-CQJTA,Male,0,Yes,Yes,65,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,Yes +1230-QAJDW,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,No +5701-ZIKJE,Male,0,No,No,13,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,No +5219-YIPTK,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,3409.6,Yes +5032-MIYKT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,No +7396-VJUZB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,No +9717-QEBGU,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144,No +5172-RKOCB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875,No +6509-TSGWN,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,No +3540-RZJYU,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,Yes +3178-CIFOT,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,No +2091-MJTFX,Female,0,Yes,Yes,30,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,Yes +4530-NDRKU,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,No +5985-TBABQ,Female,0,No,No,32,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,No +9800-ONTFE,Female,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,No +6743-HHQPF,Male,0,Yes,No,42,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,No +8455-HIRAQ,Female,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,No +6616-AALSR,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,No +0883-EIBTI,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,Yes +9415-ZNBSX,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.0,6293.2,No +4018-KJYUY,Male,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,No +0722-TROQR,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Yes +7571-YXDAD,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Yes +3884-UEBXB,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,No +8780-RSYYU,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No +5537-UXXVS,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,No +1791-PQHBB,Female,0,No,Yes,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,No +8701-DGLVH,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,No +8741-LQOBK,Female,0,Yes,Yes,46,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,No +3393-FMZPV,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,Yes +8082-GHXOP,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.0,659.35,No +6402-ZFPPI,Female,1,No,No,25,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,Yes +0980-FEXWF,Male,0,Yes,Yes,26,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,No +7486-KSRVI,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.0,4211.55,Yes +3011-WQKSZ,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,377.55,No +8443-WVPSS,Male,0,Yes,No,10,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,Yes +3006-XIMLN,Female,0,No,Yes,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,Yes +8218-FFJDS,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,No +1986-PHGZF,Male,1,No,No,18,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,No +9965-YOKZB,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,Yes +0504-HHAPI,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,Yes +9360-OMDZZ,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,No +6305-YLBMM,Male,0,No,No,69,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262,Yes +0345-XMMUG,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,No +8024-XNAFQ,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,No +3647-GMGDH,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,Yes +2988-GBIVW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,No +2832-SCUCO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,No +7036-ZZKBD,Male,0,Yes,No,31,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,No +3791-LGQCY,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,Yes +0265-PSUAE,Female,0,Yes,Yes,16,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,No +0463-TXOAK,Male,0,No,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,No +0594-UFTUL,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252,No +9509-MPYOD,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,No +9128-CPXKI,Female,0,No,No,59,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,No +0129-KPTWJ,Male,0,Yes,No,72,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,No +8166-ZZTFS,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,Yes +5855-EIBDE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,No +5365-LLFYV,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,No +5956-YHHRX,Male,1,No,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,No +6008-NAIXK,Male,1,No,No,54,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,No +2956-GGUCQ,Male,1,Yes,No,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Yes +1928-BXYIV,Male,0,No,No,1,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,No +5760-FXFVO,Male,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,No +6595-COKXZ,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Yes +0961-ZWLVI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,No +5181-OABFK,Female,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,No +4007-NHVHI,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,No +7816-VGHTO,Female,0,Yes,Yes,6,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,No +5871-DGTXZ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,No +7550-WIQVA,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,No +7544-ZVIKX,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,No +0016-QLJIS,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,No +7508-DQAKK,Female,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,No +5176-OLSKT,Female,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,No +9356-AXGMP,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,No +3556-BVQGL,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,416.45,No +0362-ZBZWJ,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,Yes +8979-CAMGB,Male,1,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,No +4211-MMAZN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Yes +7581-EBBOU,Female,0,No,No,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,No +4274-OWWYO,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes +5073-RZGBK,Female,0,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,No +1541-ETJZO,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,Yes +2192-CKRLV,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,No +3154-HMWUU,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,No +6119-SPUDB,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.25,1755.35,No +6522-OIQSX,Female,0,Yes,Yes,69,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,No +7813-ZGGAW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,No +8748-HFWBO,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,No +1052-QJIBV,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,No +1319-YLZJG,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,No +4106-HADHQ,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.0,3182.95,Yes +0723-FDLAY,Male,0,No,No,44,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,No +3050-RLLXC,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,No +9298-WGMRW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,No +2369-UAPKZ,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,Yes +3088-LHEFH,Female,0,No,No,11,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.0,929.3,No +2778-OCLGR,Male,1,Yes,No,24,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Yes +6583-KQJLK,Female,1,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,No +8544-JNBOX,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,No +6681-ZSEXG,Male,0,Yes,No,56,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,No +6139-ZZRBQ,Male,1,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,No +6116-RFVHN,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,No +0637-KVDLV,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Yes +8884-FEEWR,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754,No +3125-RAHBV,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,No +6633-MPWBS,Male,0,No,No,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,Yes +0373-AIVNJ,Male,0,No,No,9,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373,No +8785-EPNCG,Male,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Yes +1682-VCOIO,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,No +5729-KLZAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,Yes +2072-ZVJJX,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,No +8849-AYPTR,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,No +9518-IMLHK,Male,0,No,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,No +1582-RAFML,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,Yes +3646-ITDGM,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,No +8740-CRYFY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,Yes +3569-VLDHH,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013,No +8224-KDLKN,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1738.9,No +7594-LZNWR,Male,1,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,No +4001-TSBTV,Female,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,No +2962-XPMCQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Yes +8727-XDPUD,Male,0,No,No,37,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,No +1043-UXOVO,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,No +1064-FBXNK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,No +3996-ZNWYK,Male,1,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,No +2878-DHMIN,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666,No +7762-ONLJY,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,No +1678-FYZOW,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,Yes +5795-BKOYE,Female,0,Yes,Yes,69,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,No +8627-EHGIP,Male,0,No,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,Yes +7402-PWYJJ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,No +5480-TBGPH,Female,0,Yes,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,Yes +0018-NYROU,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,No +7501-VTYLJ,Female,0,No,Yes,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,No +7608-RGIRO,Male,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413,No +0480-BIXDE,Female,0,Yes,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,No +5895-QSXOD,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,No +9814-AOUDH,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,No +6175-IRFIT,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,78.75,426.35,No +8760-ZRHKE,Female,1,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,No +1622-HSHSF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,No +8854-CCVSQ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Yes +6749-UTDVX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,No +5542-DHSXL,Female,0,Yes,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,No +9102-OXKFY,Male,0,No,No,59,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,No +0511-JTEOY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,Yes +5216-WASFJ,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,No +7808-DVWEP,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,49.65,No +7067-KSAZT,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,Yes +2284-VFLKH,Male,0,Yes,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,No +0366-NQSHS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,No +6532-YLWSI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Yes +3807-BPOMJ,Female,0,Yes,No,55,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,No +3892-NXAZG,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,No +4948-WBBKL,Female,1,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,No +4182-BGSIQ,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No +9300-AGZNL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,94,Yes +0988-AADSA,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,No +9972-NKTFD,Female,0,No,No,28,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,No +3717-LNXKW,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,No +5734-EJKXG,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,No +2207-RYYRL,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,No +6729-FZWSY,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,No +9695-IDRZR,Female,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,No +8144-DGHXP,Female,0,No,No,54,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,No +7814-LEEVE,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,No +1112-CUNAO,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.85,1424.95,Yes +5175-AOBHI,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,Yes +5174-RNGBH,Female,0,No,No,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,Yes +8631-WUXGY,Female,0,No,Yes,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,No +7270-BDIOA,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.0,1993.8,Yes +9565-JSNFM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,Yes +5906-DVAPM,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75.0,4213.9,No +6654-QGBZZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No +8348-JLBUG,Male,1,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,No +0607-DAAHE,Male,0,No,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Yes +5641-DMBFJ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,No +9200-NLNPD,Male,0,Yes,No,56,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,No +2664-XJZNO,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,No +9732-KPKBW,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,Yes +3339-EAQNV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),97.25,7133.1,No +0921-OHLVP,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,No +3389-YGYAI,Female,1,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,Yes +9560-ARGQJ,Female,0,No,Yes,16,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,1312.15,Yes +8350-NYMVI,Female,0,No,No,39,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,No +1600-DILPE,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,524.35,No +0536-ESJEP,Male,0,Yes,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,No +4654-GGUII,Female,0,No,No,18,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,No +6478-HRRCZ,Male,0,Yes,No,32,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,No +8510-BBWMU,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,No +6857-TKDJV,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,No +2360-RDGRO,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,No +0584-BJQGZ,Female,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,No +5134-IKDAY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes +1360-XFJMR,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,No +3070-DVEYC,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,Yes +5730-RIITO,Female,1,No,No,43,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,No +9058-MJLZC,Female,0,No,No,24,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,No +5707-ORNDZ,Male,1,No,No,9,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.55,494.05,Yes +0902-XKXPN,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,No +5177-RVZNU,Female,0,No,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,No +0056-EPFBG,Male,0,Yes,Yes,20,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,No +8993-IZEUX,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,No +8696-JKZNU,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Yes +5380-AFSSK,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,Yes +8190-ZTQFB,Male,0,No,No,41,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,No +0931-MHTEM,Female,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,No +2055-PDADH,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Yes +7515-LODFU,Male,1,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,No +0440-UEDAI,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,No +1337-BOZWO,Male,0,Yes,Yes,18,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,No +0868-VJRDR,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,No +8714-EUHJO,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,Yes +6344-SFJVH,Female,0,No,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,No +3950-VPYJB,Male,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,No +8041-TMEID,Male,1,Yes,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,No +7321-ZNSLA,Male,0,Yes,Yes,13,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,No +6941-KXRRV,Female,1,Yes,No,48,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,No +3721-CNEYS,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,Yes +8727-JQFHV,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,No +9475-NNDGC,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,No +1355-KUSBG,Female,0,Yes,Yes,7,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,48.8,349.8,No +3688-FTHLT,Female,0,No,No,16,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,No +0899-LIIBW,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,No +2568-OIADY,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762,Yes +1384-RCUXW,Male,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,No +5825-XJOCM,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,No +6848-YLDFR,Male,0,Yes,Yes,58,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,No +8125-QPFJD,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,No +2320-YKQBO,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,No +1193-RTSLK,Female,0,No,No,38,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Yes +2302-ANTDP,Female,1,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,Yes +5923-GXUOC,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,Yes +4973-RLZVI,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,No +7869-ZYDST,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,No +4501-UYKBC,Female,1,No,No,46,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,No +1215-EXRMO,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,No +2305-MRGLV,Male,0,Yes,No,28,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,No +8404-VIOMB,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,No +5233-GEEAX,Male,1,No,No,8,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Yes +2359-KLTEK,Female,0,Yes,Yes,41,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848,No +5304-EFJLP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,No +2673-ZALNP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,No +9184-GALIL,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,No +4393-RYCRE,Male,0,No,No,44,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,No +9746-MDMBK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,No +3162-ZJZFU,Male,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,No +8404-GFGCZ,Male,0,Yes,No,4,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,No +8875-AKBYH,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,No +4432-ADRLB,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,Yes +0533-UCAAU,Male,1,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,No +1394-SUIUH,Female,1,Yes,No,44,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,No +3521-MNKLV,Male,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,No +2533-TIBIX,Male,0,Yes,Yes,15,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,No +8993-PHFWD,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,Yes +1565-RHDJD,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Yes +7137-RYLPP,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,3171.15,Yes +3765-JXVKY,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +5092-STPKP,Female,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,No +7330-WZLNC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,Yes +0114-PEGZZ,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,No +3359-DSRKA,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,No +8639-NHQEI,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,No +7161-DFHUF,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,No +3957-LXOLK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,Yes +3720-DBRWL,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,No +6635-MYYYZ,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,Yes +8565-WUXZU,Male,1,Yes,No,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,No +5281-BUZGT,Male,1,No,No,36,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,Yes +4994-OBRSZ,Male,0,No,Yes,14,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,No +0562-FGDCR,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,No +2436-QBZFP,Female,0,Yes,Yes,22,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,No +3420-YJLQT,Female,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,No +6040-CGACY,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,No +6582-PLFUU,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,No +8242-PDSGJ,Male,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,No +0264-CNITK,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,No +0089-IIQKO,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,No +7839-NUIAA,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,No +6075-QMNRR,Female,0,No,No,52,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,No +5378-IKEEG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,Yes +5966-EMAZU,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,No +0440-EKDCF,Male,0,Yes,No,62,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,No +4774-HHGGS,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,No +2718-GAXQD,Female,1,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,181.6,Yes +2055-BFOCC,Male,1,Yes,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.0,5329.55,No +8180-AKMJV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,No +4298-OYIFC,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,No +5566-SOEZD,Male,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,No +9842-EFSYY,Female,0,No,Yes,4,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,No +2272-WUSPA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,No +4584-LBNMK,Male,1,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,No +3898-GUYTS,Female,1,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,No +0930-EHUZA,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,No +6413-XKKPU,Male,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,Yes +9975-SKRNR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,No +3703-KBKZP,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,No +1449-XQEMT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Yes +2626-URJFX,Male,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Yes +4973-MGTON,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,No +3682-YEUWS,Male,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,No +1223-UNPKS,Male,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400,No +2612-RRIDN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,340.85,Yes +4735-ASGMA,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,Yes +3446-QDSZF,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,No +3669-LVWZB,Male,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51.0,305.95,Yes +6892-EZDTG,Female,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,Yes +5117-IFGPS,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.3,2357.75,No +7379-FNIUJ,Male,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,No +1627-AFWVJ,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,No +9725-SCPZG,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,Yes +5884-GCYMI,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,Yes +3217-FZDMN,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,Yes +4486-EFAEB,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,No +0060-FUALY,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,No +7853-GVUDZ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Yes +7480-QNVZJ,Male,1,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,Yes +6954-OOYZZ,Male,0,Yes,No,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,No +7088-FBAWU,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,No +8313-AFGBW,Male,0,Yes,No,47,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,No +3943-KDREE,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Yes +9239-ZBZZV,Female,0,No,No,6,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,Yes +3097-IDVPU,Male,0,Yes,Yes,19,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,No +4398-HSCJH,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,Yes +2197-OMWGI,Female,1,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53.0,3656.25,No +2303-PJYHN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52,No +9795-VOWON,Male,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,No +1237-WIYYZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,No +1987-AUELQ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,No +7852-LECYP,Male,1,Yes,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261,No +4430-UZIPO,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,Yes +4822-LPTYJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,No +8165-CBKXO,Male,0,Yes,Yes,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,No +6527-PZFPV,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,No +4855-SNKMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Yes +9593-CVZKR,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,No +8595-SIZNC,Female,1,Yes,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,No +8008-HAWED,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,Yes +7124-UGSUR,Female,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405,Yes +1862-SKORY,Female,1,Yes,No,40,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,Yes +5236-XMZJY,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,No +4827-DPADN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,No +2694-CIUMO,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,No +5846-ABOBJ,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,No +1439-LCGVL,Female,0,Yes,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,No +4647-XXZAM,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,No +1502-XFCVR,Female,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,Yes +7740-KKCXF,Male,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,No +5360-XGYAZ,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,No +9692-TUSXH,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,Yes +7912-SYRQT,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Yes +3557-HTYWR,Female,0,No,No,47,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,No +4816-JBHOV,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Yes +8920-NAVAY,Male,1,No,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,No +1699-TLDLZ,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,No +5600-PDUJF,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,No +8292-TYSPY,Male,0,No,No,19,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Yes +0567-XRHCU,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,No +1867-BDVFH,Male,0,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Yes +2067-QYTCF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,No +2359-QWQUL,Female,0,Yes,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,Yes +9103-TCIHJ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,Yes +7407-SUJIZ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,No +9150-KPBJQ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,No +0052-DCKON,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,No +3654-ARMGP,Female,0,No,No,61,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,No +9699-UBQFS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,No +9367-TCUYN,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,No +1261-FWTTE,Male,1,No,No,23,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,No +3528-HFRIQ,Male,1,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,No +0708-SJDIS,Female,0,No,No,34,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65.0,2157.5,No +4140-WJAWW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Yes +2073-QBVBI,Female,0,Yes,No,41,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,No +6928-ONTRW,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,No +3320-VEOYC,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,No +5231-FIQPA,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,No +6617-WLBQC,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Credit card (automatic),81.85,1810.85,No +2599-CIPQE,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,No +6653-CBBOM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +8774-GSBUN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,No +7326-RIGQZ,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,No +1401-FTHFQ,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.0,445.3,No +3247-ZVOUO,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,Yes +0254-FNMCI,Female,0,No,No,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,No +1848-LBZHY,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,No +6101-IMRMM,Male,0,No,Yes,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,Yes +8118-TJAFG,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,No +5429-LWCMV,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,No +7298-IZWLY,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No +9758-MFWGD,Female,1,Yes,Yes,48,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,No +3955-JBZZM,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,No +1268-ASBGA,Female,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Yes +8943-URTMR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,Yes +4815-TUMEQ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,No +4713-LZDRV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,Yes +9909-IDLEK,Male,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,No +4092-OFQZS,Male,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,No +1561-BWHIN,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,No +4325-NFSKC,Male,1,No,No,19,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660,Yes +9927-DSWDF,Male,0,Yes,No,22,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,No +9500-LTVBP,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,No +7252-NTGSS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.15,45.15,No +8149-AIQCG,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,No +1360-JYXKQ,Female,1,Yes,No,54,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,No +2955-PSXOE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes +7762-URZQH,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,Yes +0899-WZRSD,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,No +3255-GRXMG,Male,0,No,Yes,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,No +4828-FAZPK,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,No +6094-ZIVKX,Female,0,No,No,68,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,No +6925-BAYGL,Female,1,Yes,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,No +3262-EIDHV,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,No +7354-OIJLX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,No +1376-HHBDV,Female,0,No,No,30,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,No +6907-NZZIJ,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,Yes +6133-OZILE,Female,0,No,No,18,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,35.2,607.3,No +4135-FRWKJ,Female,1,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Electronic check,76.25,4154.55,No +2911-UREFD,Female,0,Yes,No,39,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,Yes +3744-ZRRDZ,Male,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Yes +5673-TIYIB,Male,0,No,No,2,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Yes +6551-ZCOTS,Male,1,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,No +7191-ADRGF,Male,0,Yes,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,No +5018-LXQQG,Female,0,Yes,Yes,30,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,No +1602-IJQQE,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,Yes +4628-WQCQQ,Male,0,No,Yes,35,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.15,3030.6,Yes +1746-TGTWV,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,No +5995-SNNEW,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,No +8050-WYBND,Female,0,No,Yes,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,No +2821-WARNZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,No +4879-GZLFH,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.15,3875.4,No +1644-IRKSF,Female,0,Yes,Yes,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,Yes +8314-HTWVE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,No +9402-ROUMJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689,No +2507-QZPQS,Male,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,No +7159-NOKYQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,No +5707-ZMDJP,Male,0,Yes,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,69.7,3729.6,No +8779-YIQQA,Male,0,Yes,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,No +7136-IHZJA,Female,0,Yes,Yes,40,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,No +8966-OIQHG,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,No +7074-STDCN,Male,0,No,No,39,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,No +3705-PSNGL,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,Yes +8739-QOTTN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,No +1399-OUPJN,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,No +0277-BKSQP,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,No +6502-HCJTI,Male,1,Yes,No,7,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Yes +2606-RMDHZ,Male,0,No,No,6,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,Yes +5774-XZTQC,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,No +2676-SSLTO,Male,0,No,No,49,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199,No +6266-QHOJZ,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,89.85,5844.65,No +7269-JISCY,Female,0,No,No,55,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,No +0363-SVHYR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,No +8547-NSBBO,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,No +8258-GSTJK,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.0,237.75,Yes +6861-OKBCE,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,Yes +9940-RHLFB,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,Yes +6591-QGOYB,Male,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,No +9070-BCKQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,No +6421-SZVEM,Female,0,Yes,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,No +1328-EUZHC,Female,0,Yes,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,No +2995-UPRYS,Female,1,Yes,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,Yes +8878-RYUKI,Female,0,No,No,52,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,No +9633-DENPU,Female,0,Yes,No,47,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,No +7811-JIVPF,Female,0,No,No,23,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,No +7113-HIPFI,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,No +8541-QVFKM,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,No +6686-YPGHK,Male,1,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,Yes +1383-EZRWL,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,Yes +9258-CNWAC,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,No +5371-VYLSX,Female,1,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,No +6374-AFWOX,Male,0,Yes,No,46,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,No +4759-TRPLW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,Yes +5317-FLPJF,Female,0,No,No,66,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,No +7621-VPNET,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,No +6034-YMTOB,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,No +8563-IIOXK,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,49.75,331.3,Yes +4903-CNOZC,Male,0,No,No,29,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,No +4353-HYOJD,Female,0,Yes,Yes,27,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,No +8020-BWHYL,Female,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Yes +7267-FRMJW,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,No +2982-VPSGI,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,1078.9,Yes +4188-FRABG,Male,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,No +8199-ZLLSA,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,Yes +4128-ETESU,Female,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.7,4747.2,No +0620-DLSLK,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,No +4625-EWPTF,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Yes +5980-NOPLP,Female,0,Yes,No,44,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,Yes +3850-OKINF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,No +6892-XPFPU,Male,1,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,Yes +8010-EZLOU,Male,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Yes +1156-ZFYDO,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No +3295-YVUSR,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,No +8016-NCFVO,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,No +4119-ZYPZY,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,No +5549-ZGHFB,Male,0,Yes,Yes,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,No +7577-SWIFR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,No +0303-WMMRN,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,No +6408-OTUBZ,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,No +5204-HMGYF,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345,No +1078-TDCRN,Female,1,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,No +3727-OVPRY,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,No +3797-FKOGQ,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,No +7622-NXQZR,Male,0,No,No,28,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,No +6196-HBOBZ,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,No +3970-XGJDU,Female,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,No +7017-VFULY,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No +5562-YJQGT,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,No +8807-OPMBM,Female,0,Yes,Yes,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388,No +5439-WIKXB,Male,1,Yes,No,41,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,No +9874-QLCLH,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,1743.5,Yes +8294-UIMBA,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,No +8109-YUOHE,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.1,946.95,No +5840-NVDCG,Female,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,No +8092-NLTGF,Male,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,No +5928-QLDHB,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,No +9840-EFJQB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,No +0696-UKTOX,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,No +4801-KFYKL,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,No +3472-OAOOR,Male,0,Yes,Yes,19,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,No +6135-OZQVA,Female,0,No,No,7,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,No +8062-YBDOE,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2252-JHJGE,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104.0,6363.45,No +4188-PCPIG,Female,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,No +6000-APYLU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,Yes +7105-BENQF,Male,0,No,Yes,15,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,No +7721-DVEKZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +3566-VVORZ,Female,0,Yes,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,No +9507-HSMMZ,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,1149.65,No +2480-SQIOB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,No +0947-IDHRQ,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,Yes +7813-TKCVO,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,No +0128-MKWSG,Female,0,No,Yes,26,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147,No +3672-YITQD,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,Yes +4350-ZTLPI,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,No +9048-JVYVF,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,Yes +0361-HJRDX,Female,0,No,No,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,No +5727-MYATE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,No +3823-KYNQY,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,No +8988-ECPJR,Female,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Yes +7570-WELNY,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,No +3021-VLNRJ,Female,0,No,Yes,50,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,No +3776-EKTKM,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,Yes +2080-CAZNM,Female,1,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,No +1028-FFNJK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,No +6907-FLBER,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,No +3001-UNBTL,Male,1,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,2964.8,No +5982-PSMKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,No +3507-GASNP,Male,0,No,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,No +7096-ZNBZI,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,No +1902-XBTFB,Male,0,No,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,Yes +1676-MQAOA,Male,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,No +0786-IVLAW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),108.1,7238.6,No +7566-DSRLQ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,No +0643-OKLRP,Female,1,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,3825.85,Yes +7245-JMTTQ,Female,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,No +6050-IJRHS,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397,No +6202-JVYEU,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,No +8591-TKMZH,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,No +0734-OXWBT,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,No +4282-ACRXS,Male,1,Yes,No,38,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,No +0365-TRTPY,Female,0,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,No +7349-ALMUX,Male,0,No,No,37,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,No +9381-NDKME,Female,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Yes +6502-KUGLL,Female,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,No +1841-YSJGV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,No +2794-XIMMO,Male,0,Yes,No,53,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,Yes +8382-SHQEH,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,Yes +3511-BFTJW,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763,No +7668-XCFYV,Female,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,No +2983-ZANRP,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Yes +7845-URHJN,Female,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Yes +3034-ZBEQN,Female,0,Yes,No,48,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,Yes +5018-HEKFO,Female,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,No +2923-ARZLG,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7, ,No +3976-NLDEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,No +2282-YGNOR,Female,0,No,No,29,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58.0,1734.5,No +5336-UFNZP,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,No +6854-EXGSF,Female,0,No,No,8,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,No +1241-EZFMJ,Male,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,No +9233-PSYHO,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,No +5376-PCKNB,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459,No +8044-BGWPI,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,No +4060-LDNLU,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,96.2,639.7,No +3589-PPVKW,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,No +8327-LZKAS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,Yes +5887-IKKYO,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,No +1075-BGWOH,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,Yes +1755-RMCXH,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,No +0302-JOIVN,Female,0,Yes,No,8,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,Yes +3858-XHYJO,Female,0,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,No +4299-SIMNS,Male,0,No,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,No +7025-IWFHT,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,No +6261-LHRTG,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,No +7841-FCRQD,Female,0,Yes,No,33,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,No +2056-EVGZL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,No +8777-MBMTS,Female,1,Yes,No,65,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,No +7753-USQYQ,Male,0,No,No,55,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,No +5366-IJEQJ,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,Yes +7661-CPURM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,No +6233-HXJMX,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,No +5902-WBLSE,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,No +1981-INRFU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,Yes +4971-PUYQO,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,Yes +3239-TPHPZ,Female,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,No +5115-GZDEL,Male,0,No,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,No +3338-CVVEH,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,No +8485-GJCDN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,Yes +2615-YVMYX,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,No +2851-STERV,Male,1,No,No,35,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73.0,2471.25,No +4393-GEADV,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,No +8486-AYEQH,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,No +1527-SXDPN,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Yes +6029-WTIPC,Male,1,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,Yes +8634-CILSZ,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,Yes +5419-JKZNQ,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,No +2495-KZNFB,Female,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,No +1409-PHXTF,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,No +4560-WQAQW,Female,0,No,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,No +9591-YVTEB,Male,1,No,No,55,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,No +9309-BZGNT,Male,1,Yes,No,69,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,No +4274-DRSQT,Female,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,No +2027-DNKIV,Male,0,Yes,Yes,37,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,No +8075-GXIUB,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,No +2885-HIJDH,Male,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,No +5424-RLQLC,Male,0,No,No,10,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,No +6682-QJDGB,Male,0,No,Yes,40,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Yes +6507-DTJZV,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,No +8780-IXSTS,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,Yes +7673-BQGKU,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,No +6723-WSNTY,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,No +9530-EHPOH,Male,0,No,No,11,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608,Yes +2725-IWWBA,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,No +0345-HKJVM,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,Yes +1061-PNTHC,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953,No +0394-YONDK,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,No +6574-MCOEH,Female,0,Yes,Yes,33,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,No +7399-QHBJS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,No +3049-SOLAY,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,Yes +0997-YTLNY,Female,0,No,Yes,19,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,48.8,953.65,No +3317-HRTNN,Female,1,No,No,5,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198,Yes +9479-HYNYL,Female,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,No +3235-ETOOB,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Yes +9708-KFDBY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,No +8058-INTPH,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,Yes +3642-GKTCT,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,No +0774-RMNUW,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,No +1334-PDUKM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,No +0756-MPZRL,Male,0,No,No,46,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,No +2242-MFOTG,Male,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,No +2927-CVULT,Female,0,Yes,Yes,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,No +2144-BFDSO,Female,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,No +8745-PVESG,Female,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,No +7647-GYYKX,Female,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,No +5647-FXOTP,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,No +5569-OUICF,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,Yes +8821-XNHVZ,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,Yes +2082-OJVTK,Male,0,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,Yes +9700-ISPUP,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,No +9839-ETQOE,Male,0,No,Yes,43,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,No +6078-VESFR,Male,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,No +9027-TMATR,Female,0,Yes,No,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,No +5940-NFXKV,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,Yes +1941-HOSAM,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,No +9110-HSGTV,Female,0,No,No,69,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,No +0704-VCUMB,Female,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,No +6171-ZTVYB,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,No +8053-WWDRO,Female,0,Yes,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Yes +9564-KCLHR,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,Yes +1935-IMVBB,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.7,4952.95,No +2535-PBCGC,Female,0,Yes,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,No +2082-CEFLT,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,Yes +1470-PSXNM,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,No +1213-NGCUN,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Yes +2498-XLDZR,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,No +9866-OCCKE,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,No +5338-YHWYT,Male,0,No,Yes,37,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,No +7718-UPSKJ,Female,0,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,No +8731-WBBMB,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,No +1448-CYWKC,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,No +7901-IIDQV,Male,0,No,No,24,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,No +2690-DVRVK,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,No +5688-KZTSN,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,288.05,Yes +1270-XKUCC,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,No +0334-ZFJSR,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,No +2894-QOJRX,Female,0,Yes,No,25,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853,Yes +5747-PMBSQ,Male,1,Yes,No,10,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,Yes +5583-EJXRD,Male,0,Yes,Yes,44,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,No +4565-EVZMJ,Female,0,No,No,47,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,No +3143-JQEGI,Female,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.35,1222.8,Yes +6386-SZZKH,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Yes +3327-YBAKM,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,No +9441-QHEVC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No +6705-LNMDD,Male,0,No,No,20,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.0,1003.05,No +2580-ASVVY,Female,0,Yes,No,37,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,No +3370-GQEAL,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,No +5032-USPKF,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,No +2982-IHMFT,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Yes +3521-SYVOR,Female,0,No,No,37,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,Yes +4254-QPEDE,Female,0,Yes,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,No +6283-GITPX,Male,0,No,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,No +9526-JAWYF,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,Yes +0771-CHWSK,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,No +9788-HNGUT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,No +9495-REDIY,Male,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,No +5375-XLDOF,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,No +1172-VIYBP,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,No +5649-VUKMC,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,Yes +6559-PDZLR,Male,0,No,No,26,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537,No +8992-OBVDG,Male,0,No,No,21,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,No +4273-MBHYA,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,89.35,No +4724-WXVWF,Male,0,No,No,48,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,No +5701-GUXDC,Female,0,Yes,No,26,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,No +1460-UZPRJ,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,No +6082-GLJIX,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,No +5143-EGQFK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,Yes +4919-IKATY,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Yes +2495-TTHBQ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,No +0485-ZBSLN,Male,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,No +3810-PJUHR,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,No +9050-QLROH,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Yes +0847-HGRML,Male,0,No,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.0,1250.1,No +8232-CTLKO,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,No +9227-YBAXE,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,No +6168-WFVVF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Yes +9860-LISIZ,Female,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,No +0112-QAWRZ,Male,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,No +0877-SDMBN,Female,0,No,No,54,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,Yes +2786-GCDPI,Female,1,No,No,50,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,No +4043-MKDTV,Male,0,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,No +8065-YKXKD,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Yes +9637-EIHEQ,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,Yes +9229-RQABD,Male,0,No,No,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,No +8313-KTIHG,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,No +5320-BRKGK,Female,0,Yes,Yes,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,No +6284-KMNUF,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98.0,5270.6,No +9689-PTNPG,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,Yes +9465-RWMXL,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Yes +6229-UOLQL,Male,0,Yes,Yes,56,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52.0,2884.9,No +2362-IBOOY,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,Yes +3137-LUPIX,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253,No +0843-WTBXE,Male,0,No,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,Yes +6143-JQKEA,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,No +8676-OOQEJ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,No +5515-IDEJJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes +9701-CDXHR,Female,0,Yes,No,51,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,No +7450-NWRTR,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,Yes +8124-NZVGJ,Female,0,No,No,6,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,No +2162-FRZAA,Male,0,Yes,Yes,63,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,No +5376-DEQCP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Yes +5118-MUEYH,Female,0,Yes,No,48,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,No +9095-HFAFX,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81.0,389.6,Yes +5627-TVBPP,Female,0,No,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,No +2379-ENZGV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,Yes +3936-QQFLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,No +2589-AYCRP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,No +4067-HLYQI,Female,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,No +5124-EOGYE,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,No +5057-RKGLH,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,No +0292-WEGCH,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,No +8910-ICHIU,Female,0,No,No,46,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,No +4097-YODCF,Male,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,No +9715-WZCLW,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,No +9786-YWNHU,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,No +6407-GSJNL,Female,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288,No +6005-OBZPH,Female,1,No,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,Yes +4049-ZPALD,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.0,6375.8,No +7932-WPTDS,Female,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes +3733-UOCWF,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,No +6833-JMZYP,Female,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.0,1505.45,No +2722-VOJQL,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,Yes +1310-QRITU,Female,0,No,No,18,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,No +8961-QDZZJ,Female,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95.0,5535.8,No +9715-SBVSU,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,No +8490-BXHEO,Male,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,No +7173-TETGO,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,No +7929-SKFGK,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,No +2300-RQGOI,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,No +3563-SVYLG,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,No +5228-EXCET,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,Yes +6435-VWCCY,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,No +4998-IKFSE,Female,0,No,No,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,No +8630-QSGXK,Male,0,Yes,No,51,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,No +2455-USLMV,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,No +7394-FKDNK,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,Yes +9488-FVZCC,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,No +6331-LWDTQ,Male,0,No,No,10,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,Yes +5995-WWKKG,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,No +1597-FZREH,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,Yes +7879-CGSFV,Male,0,No,No,55,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,No +9921-EZKBY,Male,0,No,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,No +7432-FFVAR,Female,0,Yes,Yes,46,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,No +7246-ZGQDF,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,No +7000-WCEVQ,Female,1,No,No,20,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,61.6,1174.35,Yes +0727-IWKVK,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,Yes +5959-BELXA,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,Yes +4456-RHSNB,Female,0,Yes,Yes,19,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,No +3512-IZIKN,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,Yes +2481-SBOYW,Female,0,No,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.0,1498.35,No +7109-MFBYV,Male,0,No,No,26,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,No +1833-TCXKK,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,No +1832-PEUTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,No +6141-OOXUQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes +8660-BUETV,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,No +0580-PIQHM,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,No +5696-CEIQJ,Male,0,Yes,Yes,67,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,No +7503-ZGUZJ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,Yes +1696-HXOWK,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,No +3026-ATZYV,Female,0,Yes,Yes,37,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,No +4012-YCFAI,Male,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.35,3766.2,No +2506-TNFCO,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes +9970-QBCDA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,No +8718-PTMEZ,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,Yes +9496-IVVRP,Female,0,Yes,Yes,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.0,581.7,No +2207-OBZNX,Male,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.0,354.05,Yes +2657-VPXTA,Female,0,Yes,Yes,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,No +6551-VLJMV,Male,0,Yes,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679,No +1221-GHZEP,Female,0,No,No,62,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,No +9289-LBQVU,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,No +6142-VSJQO,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Yes +3458-IDMFK,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,No +6933-FHBZC,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,No +0221-NAUXK,Male,0,No,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,No +9770-KXGQU,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,No +6437-UKHMV,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,Yes +6538-POCHL,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79.0,2576.8,No +6726-NNFWD,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,No +3002-WQZWT,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,No +4277-UDIEF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.0,1923.85,No +1208-NBVFH,Male,0,Yes,Yes,20,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,No +4912-PIGUY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,No +1114-CENIM,Male,0,No,Yes,54,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.0,3092.65,Yes +6060-DRTNL,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.85,415.55,Yes +2725-TTRIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,No +3374-TTZTK,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.3,5487,No +8990-ZXLSU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,No +2275-RBYQS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,No +8473-VUVJN,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Yes +6289-CPNLD,Male,0,Yes,Yes,33,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,Yes +5536-SLHPM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Yes +4419-UJMUS,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,No +7794-JASDG,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,No +7609-YBPXG,Male,0,No,No,54,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,No +5519-TEEUH,Male,0,No,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,No +7856-GANIL,Male,1,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,No +0804-XBFBV,Female,0,No,Yes,11,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.2,321.05,No +2676-OXPPQ,Male,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,No +3703-TTEPD,Male,0,No,No,21,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,No +2799-TSLAG,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,No +0196-VULGZ,Female,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,Yes +8837-VVWLQ,Female,0,No,No,8,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,Yes +2696-NARTR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,73.85,926.25,Yes +2208-NKVVH,Male,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,No +7614-QVWQL,Male,0,Yes,Yes,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,Yes +1976-CFOCS,Female,1,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,46,Yes +4631-OACRM,Male,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,Yes +7139-JZFVG,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,No +4987-GQWPO,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,No +3755-JBMNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Yes +1757-TCATG,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,No +6345-ULYRW,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,Yes +4776-XSKYQ,Female,0,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,No +8048-DSDFQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +5753-QQWPW,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,No +6010-DDPPW,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,No +1809-DMJHQ,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,221.7,Yes +6693-FRIRW,Male,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,No +6586-MYGKD,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,No +3173-NVMPX,Female,0,Yes,Yes,9,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,No +0248-PGHBZ,Female,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,No +0623-GDISB,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,No +2892-GESUL,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,No +6923-EFPNL,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Yes +7472-EQOAV,Male,1,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,No +9574-RKJIF,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,Yes +2043-WVTQJ,Male,0,Yes,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,No +8034-RYTVV,Female,0,No,No,55,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,No +3863-QSTYI,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,No +2619-WFQWU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes +5044-LRQAQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,No +1716-LSAMB,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,No +1333-PBMXB,Female,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,No +6546-OPBBH,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,No +5985-BEHZK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105.0,7578.05,No +9127-QRZMH,Male,0,Yes,No,44,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,No +5919-VCZYM,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,No +9644-KVCNC,Female,0,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,No +2137-DQMEV,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,44.8,2983.65,No +8174-LNWMW,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,No +9279-CJEOJ,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,No +7964-VEXDG,Male,0,No,Yes,21,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,No +2404-JIBFC,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,No +0778-NELLA,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,Yes +8029-XYPWT,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,No +4614-NUVZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,Yes +4632-PAOYU,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,No +3803-KMQFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Yes +6804-GDMOI,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,Yes +2990-OGYTD,Female,0,Yes,No,67,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,No +6646-JPPHA,Female,1,No,No,14,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,No +9572-MTILT,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,Yes +7658-UYUQS,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,No +7880-XSOJX,Male,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,No +9611-CTWIH,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,Yes +4589-IUAJB,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,No +0329-GTIAJ,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,Yes +8746-BFOAJ,Male,1,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,No +8457-XIGKN,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No +6072-NUQCB,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,No +6629-CZTTH,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,Yes +8838-GPHZP,Female,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,No +8750-QWZAJ,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,No +5364-EVNIB,Male,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.8,973.45,Yes +6918-UMQCG,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,No +0675-NCDYU,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,No +6339-DKLMK,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,No +1346-PJWTK,Male,0,Yes,No,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,No +5088-QZLRL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,No +8023-QHAIO,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,No +4397-FRLTA,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,No +3057-VJJQE,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,No +5087-SUURX,Female,0,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,Yes +2302-OUZXB,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,No +8133-ANHHJ,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103.0,5166.2,No +2270-CHBFN,Female,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,No +0013-EXCHZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,Yes +5982-FPVQN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,No +9107-UKCKY,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,No +4654-ULTTN,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,No +5550-VFRLC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes +5546-BYZSM,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,No +1492-KGETH,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,No +4929-BSTRX,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,Yes +4163-HFTUK,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,No +8215-NGSPE,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,833.55,No +2225-ZRGSG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,Yes +8859-YSTWS,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,No +5271-YNWVR,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856,Yes +7601-DHFWZ,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.0,1183.05,No +2657-ALMWY,Female,1,Yes,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,Yes +6330-JKLPC,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Yes +4667-OHGKG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Yes +1998-VHJHK,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,No +1707-HABPF,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,No +1660-HSOOQ,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Yes +7253-UVNDW,Female,0,No,No,46,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,Yes +0487-VVUVK,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,No +7228-OMTPN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.45,370.65,Yes +5063-IUOKK,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,No +4508-OEBEY,Male,0,Yes,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,No +0027-KWYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,No +2308-STERM,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,No +5982-XMDEX,Female,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,No +6284-AHOOQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,Yes +6051-PTVNS,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,No +2344-JMOGN,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,Yes +3799-ISUZQ,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Yes +2877-VDUER,Female,0,Yes,Yes,35,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,No +9152-AMKAK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,No +1794-HBQTJ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,Yes +9432-VOFYX,Male,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207,No +8049-WJCLQ,Male,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.2,563.5,No +6586-PSJOX,Male,0,No,Yes,15,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,No +2460-FPSYH,Female,1,No,No,40,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,Yes +9705-ZJBCG,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,No +4818-DRBQT,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Yes +1320-HTRDR,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Yes +6847-KJLTS,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,No +9670-BPNXF,Female,0,No,No,45,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),62.55,2796.45,No +3913-FCUUW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,No +3301-VKTGC,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,No +1493-AMTIE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes +9555-SAHUZ,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,No +0816-TSPHQ,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,No +9932-WBWIK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,No +4619-EVPHY,Female,1,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91.0,1859.5,No +5286-YHCVC,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,No +6424-ELEYH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Yes +4391-RESHN,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,Yes +9115-YQHGA,Male,0,No,No,40,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,No +4462-CYWMH,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,No +8963-MQVYN,Female,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,No +2458-EOMRE,Female,0,No,No,11,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,No +9334-GWGOW,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,No +6821-BUXUX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,Yes +5028-HTLJB,Male,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Yes +9801-GDWGV,Female,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,Yes +6542-LWGXJ,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.0,78.25,No +5567-GZKQY,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,No +1222-LRYKO,Male,0,No,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,No +2320-JRSDE,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Yes +2087-QAREY,Female,0,Yes,No,22,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,No +0601-WZHJF,Male,0,Yes,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,Yes +4423-JWZJN,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,No +5143-WMWOG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Yes +6490-FGZAT,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,No +5393-RXQSZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.6,79.6,Yes +7452-FOLON,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,No +2320-TZRRH,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,No +0231-LXVAP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,Yes +9444-JTXHZ,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,Yes +4942-VZZOM,Male,0,Yes,No,64,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,No +5510-BOIUJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Yes +7502-BNYGS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.1,3168,No +4291-HYEBC,Female,1,Yes,Yes,28,No,No phone service,DSL,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,39.1,1096.6,No +6147-CBCRA,Female,0,Yes,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,No +6047-SUHPR,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,59.8,2343.85,No +4471-KXAUH,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,Yes +9752-ZNQUT,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,No +7638-QVMVY,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,522.95,Yes +1576-PFZIW,Male,1,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,No +5666-MBJPT,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725,No +7312-XSBAT,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,No +3096-GKWEB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,No +2371-JQHZZ,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.0,2248.05,No +0674-GCDXG,Male,0,No,No,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,No +1121-QSIVB,Female,0,No,Yes,44,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,No +4396-KLSEH,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63,No +3244-DCJWY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Yes +2824-MYYBN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,No +0875-CABNR,Female,1,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Yes +6345-HOVES,Male,0,No,No,34,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,No +8318-LCNBW,Male,0,Yes,No,35,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,No +6469-QJKZW,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,No +0147-ESWWR,Female,1,Yes,No,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,No +1217-VASWC,Male,1,Yes,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304,No +7812-FZHPE,Female,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Yes +6370-ZVHDV,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,No +5915-DGNVC,Female,0,Yes,No,49,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,No +6260-XLACS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,No +3566-CAAYU,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,No +4983-CCWMC,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,No +9103-CXVOK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No +2896-TBNBE,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,No +4797-AXPXK,Female,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.0,60,Yes +5229-PRWKT,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,Yes +6982-UQZLY,Female,1,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Yes +2522-WLNSF,Female,1,Yes,No,34,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,No +3841-CONLJ,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.0,35,No +5057-LCOUI,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,Yes +0193-ESZXP,Female,1,Yes,No,58,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,Yes +4475-NVTLU,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,No +4369-HTUIF,Male,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,Yes +9386-LDCZR,Male,0,No,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,No +9585-KKMFD,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.0,879.8,No +5399-ZIMKF,Male,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,No +0336-KXKFK,Male,0,No,No,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,No +5619-XZZKR,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,No +3948-FVVRP,Male,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,No +5327-XOKKY,Male,1,Yes,No,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329,No +0983-TATYJ,Female,0,Yes,No,33,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,No +1813-JYWTO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,No +0156-FVPTA,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,Yes +1984-FCOWB,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,Yes +0654-HMSHN,Male,0,Yes,Yes,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.4,2157.95,Yes +6719-OXYBR,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,No +3312-ZWLGF,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,No +6476-YHMGA,Female,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,No +5287-QWLKY,Male,1,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,Yes +0795-XCCTE,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,No +0168-XZKBB,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,No +3785-NRHYR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +4537-DKTAL,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.55,84.4,No +7072-MBHEV,Female,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,No +5602-BVFMK,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,No +6297-NOOPG,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,No +1891-UAWWU,Female,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,90.8,1951,Yes +8204-TIFGJ,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,No +8050-DVOJX,Male,1,No,No,49,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,No +6108-OQZDQ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,Yes +0363-QJVFX,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,Yes +8903-XEBGX,Male,0,No,Yes,2,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,No +8169-SAEJD,Male,1,Yes,No,69,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,No +9840-DVNDC,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,Yes +1089-XZWHH,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,No +2325-WINES,Female,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,No +6064-ZATLR,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,No +3096-JRDSO,Female,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,Yes +7824-PANSQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,No +8042-JVNFH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Yes +9648-BCHKM,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,No +2888-ADFAO,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,No +8707-HOEDG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,No +3374-LXDEV,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,Yes +4072-IPYLT,Female,0,Yes,Yes,36,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815,No +7167-PCEYD,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,No +4936-YPJNK,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,No +1580-BMCMR,Male,1,No,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,No +4817-KEQSP,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,No +6408-WHTEF,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,No +9251-AWQGT,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,935.9,No +8749-CLJXC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +7989-VCQOH,Male,0,Yes,Yes,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,No +5049-GLYVG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Yes +4199-QHJNM,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,No +8882-TLVRW,Male,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,No +5883-GTGVD,Male,0,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,Yes +5135-GRQJV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,No +2384-OVPSA,Female,1,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,No +1371-WEPDS,Male,1,Yes,No,40,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,No +3580-GICBM,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,No +4817-QRJSX,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.0,818.05,Yes +9730-DRTMJ,Male,0,Yes,No,32,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,No +4686-UXDML,Female,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,No +3349-ANQNH,Female,1,No,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890,No +2398-YPMUR,Female,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Yes +0932-YIXYU,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,No +7480-SPLEF,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,1796.55,No +7636-XUHWW,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,No +1431-CYWMH,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,No +5937-EORGB,Male,1,Yes,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,No +6349-JDHQP,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,No +5539-HIVAK,Female,1,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,No +5847-MXBEO,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,No +9985-MWVIX,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes +4583-PARNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,No +1116-FRYVH,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,No +1421-HCERK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,No +9633-XQABV,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,No +0716-BQNDX,Male,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,No +1265-XTECC,Female,1,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,Yes +1183-CANVH,Female,0,Yes,No,23,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60.0,1347.15,No +1972-XMUWV,Female,0,Yes,No,65,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,No +8679-LZBMD,Male,0,Yes,No,44,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,No +3407-JMJQQ,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.0,7661.8,No +6252-DFGTK,Female,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,No +1539-LNKHM,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,No +8645-KOMJQ,Male,0,Yes,Yes,69,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,No +0289-IVARM,Female,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,No +9761-XUJWD,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,No +4057-FKCZK,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,No +4291-TPNFG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,No +6087-YPWHO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,No +3090-QFUVD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,No +2237-ZFSMY,Female,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,Yes +1722-LDZJS,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,No +1818-ESQMW,Female,0,No,No,27,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,No +4871-JTKJF,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +1415-YFWLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,Yes +7401-RUBNK,Female,0,Yes,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,No +0506-YLVKJ,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,No +8661-BOYNW,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,No +6711-VTNRE,Female,0,No,No,36,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Yes +4815-GBTCD,Female,0,Yes,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,No +2805-AUFQN,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,No +0980-PVMRC,Female,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,No +7233-DRTRF,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,No +3500-RMZLT,Female,1,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,Yes +3873-NFTGI,Male,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,No +1162-ECVII,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,No +7048-GXDAY,Male,0,No,No,39,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,No +8571-ZCMCX,Female,0,Yes,Yes,47,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60.0,2768.65,No +1169-WCVAK,Male,0,Yes,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,No +4548-SDBKE,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,Yes +8066-POXGX,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,Yes +7129-CAKJW,Female,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,No +8695-ARGXZ,Male,1,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,No +3570-YUEKJ,Female,0,No,No,42,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,No +4143-OOBWZ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,Yes +1555-HAPSU,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,No +1697-NVVGY,Male,1,Yes,No,19,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,No +7854-EKTJL,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,Yes +8464-EETCQ,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,No +2419-FSORS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,No +8132-YPVBX,Female,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,No +9102-IAYHT,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.45,1451.6,Yes +6754-LZUKA,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,No +3422-LYEPQ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71,Yes +8099-MZPUJ,Male,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,No +0787-LHDYT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No +2642-DTVCO,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,746.5,Yes +0374-IOEGQ,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,No +4361-JEIVL,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Yes +3197-NNYNB,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,No +3396-DKDEL,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250,No +1752-OZXFY,Male,0,Yes,No,60,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,No +9066-QRSDU,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,No +9112-WSNPU,Female,1,No,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419,No +9867-NNXLC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,No +5321-NTRKC,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,No +1363-TXLSL,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +9507-EXLTT,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,Yes +3161-GETRM,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097,No +0402-OAMEN,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,No +6933-VLYFX,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,No +6754-WKSHP,Male,0,No,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,No +9846-GKXAS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,Yes +6017-PPLPX,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,Yes +4976-LNFVV,Male,1,Yes,No,19,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,No +5055-MGMGF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,No +4641-FROLU,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,No +2862-JVEOY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,No +2969-QWUBZ,Female,0,No,No,2,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,No +9822-BIIGN,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,No +2077-MPJQO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,No +1534-OULXE,Female,0,Yes,Yes,61,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,No +7136-RVDTZ,Male,1,No,No,70,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,Yes +2971-SGAFL,Female,0,No,No,13,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,No +1480-IVEVR,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,No +2905-KFQUV,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,No +4581-SSPWD,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,Yes +3370-HXOPH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,No +9391-YZEJW,Female,0,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,5757.2,No +9958-MEKUC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,No +0281-CNTZX,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,No +6927-WTFIV,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Yes +4118-CEVPF,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,No +3398-ZOUAA,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Yes +9114-VEPUF,Male,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,No +7876-BEUTG,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,No +2338-BQEZT,Female,0,No,No,55,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,No +9873-MNDKV,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,No +0378-NHQXU,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,Yes +8241-JUIQO,Female,0,No,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,No +2194-IIQOF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,No +4512-ZUIYL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,Yes +9631-RXVJM,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,No +9584-EXCDZ,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,No +7969-AULMZ,Female,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.35,2119.5,Yes +5093-FEGLU,Female,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,No +2621-UDNLU,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72,No +7526-IVLYU,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,No +2428-HYUNX,Male,1,Yes,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,No +9214-EKVXR,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.0,44,No +3410-MHHUM,Female,0,Yes,Yes,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,No +0568-ONFPC,Male,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135,Yes +0733-VUNUW,Male,0,No,No,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Yes +4550-EVXNY,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2122-YWVYA,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,No +2968-SSGAA,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,Yes +2296-DKZFP,Female,0,Yes,No,65,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71.0,4386.2,No +4844-JJWUY,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,86,Yes +6777-TGHTM,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,Yes +8909-BOLNL,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,No +6603-YRDCJ,Male,0,Yes,No,33,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,No +3538-WZPHD,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,Yes +3229-USWAR,Female,0,No,No,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,No +2138-VFAPZ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,No +6131-JLWZM,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,No +4785-QRJHC,Male,1,Yes,No,46,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,Yes +0269-XFESX,Male,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,No +1709-EJDOX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,No +4316-XCSLJ,Male,0,No,Yes,17,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,No +8610-WFCJF,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,Yes +9693-XMUOB,Male,1,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,No +0383-CLDDA,Female,0,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,No +4905-JEFDW,Male,0,No,No,11,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,Yes +2709-UQGNP,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,No +3549-ZTMNH,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,269.65,No +7881-INRLC,Male,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740,Yes +8033-ATFAS,Female,0,Yes,Yes,39,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,No +1635-NZATJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,No +0562-HKHML,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,No +8277-RVRSV,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,No +9943-VSZUV,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,No +0117-LFRMW,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Yes +6172-FECYY,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,Yes +7054-ENNGU,Female,0,Yes,No,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,No +1455-HFBXA,Male,0,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,No +9402-CXWPL,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,98.9,6838.6,No +1628-BIZYP,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,No +1965-AKTSX,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Yes +0082-LDZUE,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,No +4786-UKSNZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Yes +5343-SGUBI,Female,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,No +0856-NAOES,Male,0,No,No,6,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,No +1976-AZZPJ,Male,0,Yes,No,7,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,No +7248-VZQLC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Yes +6156-UZDLF,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,No +3099-OONVS,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,No +9500-WBGRP,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,No +5183-KLYEM,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,No +5144-PQCDZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,No +8514-VZHEB,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,No +6625-IUTTT,Male,0,No,No,67,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,No +9355-NPPFS,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,No +0068-FIGTF,Female,0,No,No,27,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,No +5965-GGPRW,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,No +8035-PWSEV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,No +2236-HILPA,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,No +1840-BIUOG,Male,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,No +1356-MKYSK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,No +6080-LNESI,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,No +1830-IPXVJ,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,No +5828-DWPIL,Male,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,No +8398-TBIYD,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,No +0011-IGKFF,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.0,1237.85,Yes +4192-GORJT,Male,0,Yes,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,Yes +6496-SLWHQ,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,294.45,Yes +9912-GVSEQ,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.85,2381.55,Yes +2931-FSOHN,Male,1,No,No,13,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,No +9418-RUKPH,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,No +5383-MMTWC,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.0,613.4,Yes +9971-ZWPBF,Male,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,No +4712-AUQZO,Male,0,No,No,18,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,No +9711-FJTBX,Male,0,Yes,Yes,56,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,No +2908-ZTPNF,Female,0,No,No,36,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,No +7240-ETPTR,Female,0,Yes,No,9,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.75,442.2,Yes +2202-CUYXZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,Yes +5995-OIGLP,Male,0,No,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,Yes +8421-WZOOW,Female,1,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,No +6261-RCVNS,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,Yes +7951-QKZPL,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Yes +1414-YADCW,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),84.6,5706.2,No +8756-RDDLT,Female,0,No,No,68,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,No +2862-PFNIK,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,No +5816-QVHRX,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,No +4430-YHXGG,Female,0,No,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,No +6888-SBYAI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,No +7395-XWZOY,Male,0,No,No,20,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,1165.55,No +7169-YWAMK,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,No +3640-PHQXK,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,Yes +6877-LGWXO,Male,1,Yes,No,18,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,Yes +6859-RKMZJ,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,No +2729-VNVAP,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,No +2957-JIRMN,Female,1,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,No +2049-BAFNW,Female,0,No,No,1,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,No +3842-QTGDL,Male,0,Yes,No,16,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,No +7163-OCEQI,Male,0,Yes,Yes,22,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,No +9782-LGXMC,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,No +5975-BAICR,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Credit card (automatic),63.7,2188.5,No +8019-ENHXU,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Yes +5167-GBFRE,Male,1,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Yes +9033-EOXWV,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,Yes +4673-KKSLS,Female,0,No,No,31,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,No +4853-OITSN,Male,0,Yes,No,5,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,No +9800-OUIGR,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1374.2,No +1324-NLTJE,Female,1,No,No,15,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),55.0,757.1,Yes +2324-EFHVG,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,No +7094-MSZAO,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No +1522-VVDMG,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,Yes +6907-CQGPN,Male,0,No,No,29,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,No +0780-XNZFN,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,No +0239-OXEXL,Female,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,No +2675-IJRGJ,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978,No +7049-GKVZY,Female,0,No,No,17,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,No +8577-QSOCG,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,No +3721-CNZHX,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,No +0212-ISBBF,Female,0,No,No,22,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,No +9185-TQCVP,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.15,1139.2,Yes +3585-YNADK,Female,0,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,No +5271-DBYSJ,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,No +1099-GODLO,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,No +6828-HMKWP,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,No +5567-WSELE,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,Yes +1472-TNCWL,Male,0,No,Yes,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,No +8063-RJYNF,Male,0,No,No,16,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,Yes +0687-ZVTHB,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,Yes +2080-GKCWQ,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,No +9661-ACXBS,Female,0,No,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,Yes +2193-SFWQW,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,No +5656-JAMLX,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,No +3462-BJQQA,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,No +0442-TDYUO,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036,No +6733-LRIZX,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,No +9503-XJUME,Male,0,No,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,No +4367-NHWMM,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,No +3727-RJMEO,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,Yes +3779-OSWCF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,No +6736-DHUQI,Female,0,Yes,Yes,67,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),84.8,5598.3,No +3915-ODIYG,Male,1,No,No,60,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,No +1360-RCYRT,Male,0,Yes,Yes,23,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,No +2724-FJDYW,Male,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,No +4451-RWASJ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,No +6646-VRFOL,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,Yes +3460-TJBWI,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,No +5917-HBSDW,Female,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,No +5685-IIXLY,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,Yes +5671-UUNXD,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,No +0956-ACVZC,Female,0,No,No,54,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,No +2325-NBPZG,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,No +4250-ZBWLV,Male,0,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,Yes +4482-FTFFX,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,No +8859-DZTGQ,Male,0,No,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,No +0440-MOGPM,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,No +0020-JDNXP,Female,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,61.25,1993.2,No +3752-CQSJI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,No +5025-GOOKI,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,No +4698-KVLLG,Female,1,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,No +5095-AESKG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Yes +2887-JPYLU,Female,0,No,Yes,41,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,No +4770-QAZXN,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,No +4896-CPRPF,Male,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,No +1871-MOWRM,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Yes +9714-EDSUC,Male,0,No,No,4,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,No +2027-OAQQC,Female,0,No,No,43,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,Yes +0282-NVSJS,Female,1,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,No +9090-SGQXL,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,Yes +6595-YGXIT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,Yes +7353-YOWFP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,No +9835-ZIITK,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,Yes +8008-ESFLK,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,No +7537-CBQUZ,Male,1,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,No +1555-DJEQW,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,Yes +5649-TJHOV,Male,1,Yes,No,27,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032,Yes +0519-XUZJU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,Yes +3363-EWLGO,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,No +4750-UKWJK,Female,1,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,No +6338-AVWCY,Male,0,No,No,3,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,Yes +1689-YQBYY,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893,No +4487-ZYJZK,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,No +2959-FENLU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,No +0708-LGSMF,Male,0,Yes,No,13,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,No +9253-QXKBE,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,Yes +7634-HLQJR,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,No +0487-RPVUM,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,No +4079-ULGFR,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,275.7,No +2516-XSJKX,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,No +0057-QBUQH,Female,0,No,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,No +9445-SZLCH,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,Yes +6599-SFQVE,Female,0,No,No,6,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,340.4,No +8331-ZXFOE,Female,0,No,No,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,No +4003-FUSHP,Male,0,No,No,19,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,No +0356-ERHVT,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,No +7325-ENZFI,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.3,1630.4,No +4884-ZTHVF,Female,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,No +3920-HIHMQ,Female,0,No,Yes,26,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,No +3055-OYMSE,Female,1,No,No,53,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,No +0613-WUXUM,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,No +7568-PODML,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,Yes +4458-KVRBJ,Male,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1510.5,No +5349-IECLD,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,Yes +1397-XKKWR,Male,0,No,No,7,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,No +3945-GFWQL,Female,0,No,Yes,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Yes +8097-OMULG,Male,0,Yes,Yes,59,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,No +6013-BHCAW,Male,0,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.0,4976.15,No +0401-WDBXM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,No +3387-PLKUI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,No +6096-EGVTU,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,No +3797-VTIDR,Male,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Yes +5081-NWSUP,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,No +2580-ATZSQ,Female,0,Yes,Yes,65,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,No +8085-MSNLK,Female,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,No +9691-HKOVS,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,No +9881-VCZEP,Female,0,Yes,No,25,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373,No +9526-BIHHD,Male,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,Yes +8757-TFHHJ,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No +4523-WXCEF,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,Yes +1468-DEFNC,Male,1,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,No +5119-KEPFY,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.0,3440.25,No +8364-TRMMK,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Yes +0916-KNFAJ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,No +8319-QBEHW,Male,0,No,Yes,26,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,No +3063-QFSZL,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.4,55.4,Yes +8775-LHDJH,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,Yes +9625-QNLUX,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,No +3097-NQYSN,Male,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,Yes +4024-CSNBY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,No +7110-BDTWG,Female,0,Yes,No,71,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,No +7493-GVFIO,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,No +0690-SRQID,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,No +9605-WGJVW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,No +9114-DPSIA,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.0,5750,No +4700-UBQMV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,No +7711-GQBZC,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,No +3565-UNOCC,Female,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,Yes +4627-MIHJH,Female,1,No,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,No +9795-NREXC,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5484.4,No +8573-CGOCC,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,No +7356-AYNJP,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,No +9249-FXSCK,Female,0,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,Yes +5493-SDRDQ,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Yes +6286-SUUWT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,No +4819-HJPIW,Male,0,No,No,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,No +8654-DHAOW,Female,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,No +5438-QMDDL,Female,0,Yes,No,19,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,No +9812-GHVRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,No +5553-AOINX,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.9,6891.45,No +1228-ZLNBX,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,No +4226-KKDON,Male,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,66.65,520.95,No +3831-YCPUO,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,No +7445-WMRBW,Female,0,No,No,48,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,No +3308-DGHKL,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,No +9924-JPRMC,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,No +0080-EMYVY,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),51.45,727.85,No +6218-KNUBD,Male,0,No,No,6,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,No +7337-CINUD,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,No +7609-NRNCA,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,No +0623-EJQEG,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,No +7153-CHRBV,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,No +0871-URUWO,Male,0,Yes,No,13,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359,Yes +9190-MFJLN,Male,1,No,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,Yes +6198-PNNSZ,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,No +3317-VLGQT,Female,0,Yes,No,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,No +4132-POCZS,Male,0,Yes,No,52,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,No +5614-DNZCE,Female,0,No,No,58,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,No +1095-JUDTC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,95.05,4504.55,Yes +3896-RCYYE,Female,0,No,No,67,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,No +9638-JIQYA,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,No +3258-SANFR,Male,1,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,No +3726-TBHQT,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.0,8175.9,No +3190-ITQXP,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,No +0870-VEMYL,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,Yes +4833-QTJNO,Male,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,No +3039-MJSLN,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No +0178-CIIKR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58,No +5385-SUIRI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,Yes +3982-XWFZQ,Female,0,Yes,No,42,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Yes +5774-QPLTF,Male,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,No +2322-VCZHZ,Male,1,Yes,No,23,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.0,2024.1,No +5010-IPEAQ,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,No +4009-ALQFH,Female,0,No,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,Yes +6383-ZTSIW,Female,1,Yes,No,39,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,No +8990-YOZLV,Female,0,No,No,69,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,No +3069-SSVSN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,No +5222-IMUKT,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,No +3627-FCRDW,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.0,672.55,Yes +7562-GSUHK,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Yes +6685-XSHHU,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,No +8901-UPRHR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,No +4903-UYAVB,Male,0,Yes,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Yes +0118-JPNOY,Female,1,No,No,26,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,No +6776-TLWOI,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Yes +3845-FXCYS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,No +5857-XRECV,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,No +0725-CXOTM,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,No +4343-EJVQB,Male,0,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,No +9000-PLFUZ,Female,1,Yes,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,No +3427-GGZZI,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,No +7779-ORAEL,Male,1,Yes,No,45,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,No +0644-OQMDK,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,No +4077-CROMM,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,Yes +3154-CFSZG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,No +2868-MZAGQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,79.25,Yes +2220-IAHLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,No +1658-XUHBX,Female,1,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,No +6379-RXJRQ,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Yes +2378-HTWFW,Male,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91.0,3180.5,No +8650-RHRKE,Male,0,No,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Yes +4377-VDHYI,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,No +0475-RIJEP,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Yes +1260-TTRXI,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,Yes +3719-TDVQB,Female,1,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,No +6328-ZPBGN,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,Yes +0201-MIBOL,Female,1,No,No,66,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.4,6471.85,No +4937-QPZPO,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,No +2925-VDZHY,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,No +6981-TDRFT,Male,0,Yes,Yes,44,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,No +3413-CSSTH,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,No +8033-VCZGH,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,No +4789-KWMXN,Male,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,Yes +0224-NIJLP,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,No +7542-CYDDM,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,No +4718-WXBGI,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,No +2867-UIMSS,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,Yes +8495-PRWFH,Female,1,No,No,42,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,55.65,2421.75,No +0439-IFYUN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,No +5716-LIBJC,Female,0,No,Yes,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,No +2868-LLSKM,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,No +8111-RKSPX,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Yes +2988-QRAJY,Male,0,No,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,No +1585-MQSSU,Male,0,No,No,17,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,Yes +0071-NDAFP,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,No +2856-NNASM,Male,1,No,No,43,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,Yes +7328-ZJAJO,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,No +6458-CYIDZ,Female,1,No,No,5,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,No +8559-CIZFV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625,Yes +1090-PYKCI,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,No +3058-WQDRE,Male,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,No +7547-EKNFS,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Yes +2279-AXJJK,Male,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,No +6769-DYBQN,Male,1,No,No,46,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.0,3969.4,Yes +0909-SELIE,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,No +3417-TSCIC,Male,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,No +1042-HFUCW,Female,0,No,Yes,25,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,No +4439-JMPMT,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,Yes +6537-OTKMY,Male,0,No,No,15,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,No +8999-EXMNO,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,No +6725-TPKJO,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,No +2446-BEGGB,Female,1,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,Yes +7162-WPHPM,Male,0,Yes,Yes,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,No +1599-MMYRQ,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,No +8821-KVZKQ,Female,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,No +1496-GGSUK,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Yes +6434-TTGJP,Male,0,Yes,Yes,10,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521,No +0042-JVWOJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,No +0130-SXOUN,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,No +2575-GFSOE,Female,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Yes +2330-PQGDQ,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,No +1452-UZOSF,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,No +2097-YVPKN,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,No +2842-JTCCU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Yes +8597-CTXVJ,Male,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,No +6631-HMANX,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,No +9962-BFPDU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +3296-SILRA,Female,1,Yes,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,Yes +9681-OXGVC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514,Yes +6394-HHHZM,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,No +5995-LFTLE,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,No +5180-UCIIQ,Male,1,Yes,Yes,22,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,Yes +1932-UEDCX,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,No +7153-OANIO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,Yes +5188-HGMLP,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.0,3919.15,No +0665-XHDJU,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,No +6521-YYTYI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,Yes +8878-HMWBV,Male,0,No,No,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Yes +8265-HKSOW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,No +3544-FBCAS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,No +5331-RGMTT,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,No +4759-PXTAN,Female,0,Yes,No,59,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,No +7054-DMVAS,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,No +3428-MMGUB,Male,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,No +6549-BTYPG,Female,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,No +7823-JSOAG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,No +3705-RHRFR,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,No +9374-YOLBJ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,No +9074-KGVOX,Male,0,Yes,Yes,50,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,No +6128-DAFVY,Female,0,No,No,56,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,No +9933-QRGTX,Female,0,Yes,No,60,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,No +4476-OSWTN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,No +3751-KTZEL,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,Yes +1977-STDKI,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.0,73,Yes +5066-GFJMM,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,No +2661-GKBTK,Male,0,Yes,Yes,60,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,No +0458-HEUZG,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,No +7268-WNTCP,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,No +0824-VWDPO,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,No +8409-WQJUX,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,No +2578-JQPHZ,Male,0,No,No,44,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,No +3278-FSIXX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,No +5813-UECBU,Male,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Yes +0328-GRPMV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes +9746-UGFAC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,No +2946-KIQSP,Female,0,No,No,35,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,33.45,1175.85,No +0625-AFOHS,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,No +6726-WEXXK,Male,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,No +4636-OLWOE,Male,0,No,Yes,54,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,61.0,3283.05,No +4342-HENTK,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,Yes +4685-ERGHK,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,No +0885-HMGPY,Male,0,No,No,62,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,No +5003-OKNNK,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,No +4195-SMMNX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Yes +7208-PSIHR,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,No +4012-ZTHBR,Female,0,Yes,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,No +0489-WMEMG,Female,0,No,Yes,23,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,No +7435-ZNUYY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,No +1354-YZFNB,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,No +6956-SMUCM,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.0,287.4,Yes +2985-FMWYF,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,2341.55,No +2812-ENYMO,Male,0,No,No,26,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,No +2717-HVIZY,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,No +3223-WZWJM,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,Yes +3422-GALYP,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,No +9053-JZFKV,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,Yes +2530-ENDWQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,Yes +2890-WFBHU,Female,0,No,No,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,No +0327-WFZSY,Male,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.0,3835.55,No +7977-HXJKU,Male,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397,No +6615-ZGEDR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Yes +7033-CLAMM,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,No +4023-RTIQM,Female,1,Yes,No,31,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,No +0864-FVJNJ,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,113.35,7222.75,No +7356-IWLFW,Male,0,Yes,Yes,46,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.0,3769.7,No +9541-PWTWO,Female,0,No,No,52,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,No +3967-VQOGC,Female,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,No +7872-RDDLZ,Female,1,No,No,67,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,No +9250-WYPLL,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,Yes +6308-CQRBU,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,No +2754-XBHTB,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Yes +1597-LHYNC,Female,1,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.0,2497.2,Yes +0186-CAERR,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,No +3043-SUDUA,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No +5442-BHQNG,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.35,139.25,No +2169-RRLFW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,No +5872-OEQNH,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,No +3162-KKZXO,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,5409.75,No +7055-VKGDA,Male,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,Yes +0754-UKWQP,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,Yes +8873-GLDMH,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,No +5696-JVVQY,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,No +8946-BFWSG,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,No +7493-TPUWZ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,Yes +0547-HURJB,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,No +8904-OPDCK,Male,1,Yes,No,54,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,No +8845-LWKGE,Female,0,Yes,Yes,30,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,No +1577-HKTFG,Female,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,Yes +8752-STIVR,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,303.15,Yes +0691-NIKRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,No +5022-JNQEQ,Female,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,No +4558-FANTW,Female,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,Yes +3249-VHRIP,Female,0,No,No,62,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,No +3736-BLEPA,Male,0,No,No,28,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,No +4701-LKOZD,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,No +6603-QWSPR,Female,0,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,No +9921-QFQUL,Female,0,Yes,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,No +1929-ZCBHE,Male,0,Yes,Yes,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,No +4378-MYPGO,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,No +8651-ENBZX,Female,1,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.0,6441.4,Yes +4129-LYCOI,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104.0,7039.05,No +7798-JVXYM,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,No +8647-SDTWQ,Male,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,No +2696-ECXKC,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,No +2081-KJSQF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +7623-TRNQN,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,Yes +3323-CPBWR,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,No +9330-IJWIO,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.35,1358.85,Yes +3384-CTMSF,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,No +0902-RFHOF,Male,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,No +9286-DOJGF,Female,1,Yes,No,38,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Yes +6048-QBXKL,Female,1,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,No +9661-MHUMO,Male,1,Yes,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Yes +7718-RXDGG,Male,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,No +1025-FALIX,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,No +3451-VAWLI,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,No +3407-QGWLG,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,No +1842-EZJMK,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,Yes +2347-WKKAE,Male,0,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,No +8735-DCXNF,Male,0,Yes,No,10,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,No +3214-IYUUQ,Female,0,Yes,No,61,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,No +1936-UAFEH,Female,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,No +3587-PMCOY,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,No +8079-XRJRS,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,Yes +1027-LKKQQ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,No +7148-XZPHA,Male,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,No +8073-IJDCM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Yes +5309-TAIKL,Female,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,No +6856-RAURS,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,No +8778-LMWTJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,No +9717-IOAAF,Male,0,No,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,No +8884-ADFVN,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,Yes +2845-KDHVX,Female,0,Yes,No,64,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,No +0848-SOMKO,Male,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,No +2720-WGKHP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,181.7,Yes +6734-FQAJX,Male,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,No +2869-ADAWR,Female,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,Yes +1535-VTJOQ,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553,No +6368-TZZDT,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,No +0943-ZQPXH,Male,0,Yes,Yes,44,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,No +1293-BSEUN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,No +9894-EZEWG,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Yes +1302-TPUBN,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,No +7851-FLGGQ,Male,0,No,No,1,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Yes +0637-UBJRP,Male,0,Yes,Yes,13,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,Yes +0940-OUQEC,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Yes +2378-VTKDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,No +0927-CNGRH,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +8608-OZTLB,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,No +2335-GSODA,Male,0,No,Yes,23,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,40.1,857.75,No +1952-DVVSW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,No +0702-PGIBZ,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.7,364.55,Yes +6656-GULJQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,No +9853-JFZDU,Female,0,Yes,No,35,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,No +1963-VAUKV,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Yes +3777-XROBG,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,No +6994-FGRHH,Male,0,Yes,Yes,70,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,No +4000-VGMQP,Male,0,Yes,Yes,38,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,No +3999-WRNGR,Female,0,Yes,Yes,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,No +3466-RITXD,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,No +2680-XKKNJ,Female,0,No,No,8,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,No +3058-HJCUY,Male,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,Yes +2974-GGUXS,Female,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,No +7994-XIRTR,Male,1,No,No,54,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,No +3259-FDWOY,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.0,7723.7,Yes +2101-RANCD,Female,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,No +7921-BEPCI,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265,No +0807-ZABDG,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,Yes +8510-TMWYB,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,No +3258-ZKPAI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,No +1428-IEDPR,Male,0,No,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.3,5731.4,No +5298-GSTLM,Female,1,No,No,60,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,No +4450-YOOHP,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,No +6728-CZFEI,Female,0,No,No,15,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,No +5748-RNCJT,Male,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,Yes +3653-NCRDJ,Male,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,No +6121-TNHBO,Female,1,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),83.0,5243.05,No +5119-NZPTV,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,141.65,No +6519-ZHPXP,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,No +7739-LAXOG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Yes +3472-QPRCH,Male,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,No +8224-UAXBZ,Female,0,Yes,No,58,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,No +9610-WCESF,Male,0,No,No,67,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,No +9776-CLUJA,Female,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Yes +2486-WYVVE,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484,No +3865-ZYKAD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,No +1422-DGUBX,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,No +2999-AANRQ,Female,0,No,No,21,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,No +8668-KNZTI,Male,0,No,No,52,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Electronic check,53.75,2790.65,No +0480-KYJVA,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,No +6034-ZRYCV,Female,0,Yes,No,72,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,Yes +9746-YKGXB,Male,0,Yes,Yes,52,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,No +3926-YZVVX,Female,0,No,No,41,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,No +6000-UKLWI,Male,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,No +2079-FBMZK,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Yes +6332-FBZRI,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,No +2096-XOTMO,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,No +3266-FTKHB,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,No +8221-EQDGL,Male,0,Yes,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.0,2130.45,No +2346-LOCWC,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,No +6608-QQLVK,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Yes +0298-XACET,Male,0,Yes,Yes,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554,No +7560-QJAVJ,Female,0,No,No,70,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,No +2995-YWTCD,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,No +3551-HUAZH,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes +9137-UIYPG,Female,0,Yes,Yes,35,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,No +2809-ZMYOQ,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,No +5084-OOVCJ,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,No +0254-WWRKD,Female,0,Yes,Yes,67,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,No +7727-SHVZV,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No +6302-JGYRJ,Male,0,No,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,Yes +5339-PXDVH,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,No +2205-LPVGL,Male,1,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,No +8782-NUUOL,Male,0,No,No,60,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79.0,4801.1,No +3685-YLCMQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,Yes +7601-WFVZV,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +4609-KNNWG,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,No +4868-AADLV,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,No +9529-OFXHY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,No +8634-MPHTR,Male,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,Yes +2669-QVCRG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,No +2478-EEWWM,Male,0,Yes,No,59,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,No +9174-IHETN,Female,0,No,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,No +2233-TXSIU,Male,0,Yes,Yes,17,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,No +9644-UMGQA,Male,0,Yes,Yes,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,No +3256-EZDBI,Male,1,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,No +8761-NSOBC,Male,0,No,No,44,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,Yes +0419-YAAPX,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,No +8413-VONUO,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,Yes +0872-CASZJ,Male,0,Yes,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,No +4726-DLWQN,Male,1,No,No,50,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,No +8164-OCKUJ,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286,No +3094-JOJAI,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387,No +9494-MRNYX,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,No +2599-CZABP,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,No +7945-PRBVF,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,No +4544-RXFMG,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,No +0859-YGKFW,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,No +1150-FTQGN,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,No +9223-UCPVT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,Yes +7196-LIWRH,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,No +5448-VWNAM,Female,0,No,Yes,19,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,No +1177-XZBJL,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,No +3518-FSTWG,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.55,7920.7,No +9330-VOFSZ,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,No +4351-QLCSU,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,55,Yes +0939-EREMR,Female,0,No,Yes,13,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,No +9389-ACWBI,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,No +5419-JPRRN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,Yes +3644-QXEHN,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97.0,1334.45,No +2911-IJORQ,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,No +5921-NGYRH,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.55,4764,No +2100-BDNSN,Female,0,Yes,No,5,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),67.95,350.3,Yes +5998-DZLYR,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703,No +0488-GSLFR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Yes +9318-NKNFC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,Yes +3985-HOYPM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,No +9728-FTTVZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes +9548-LERKT,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,No +6576-FBXOJ,Male,0,Yes,No,17,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,No +4310-KEDTB,Female,0,No,Yes,26,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,No +7254-IQWOZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2474-BRUCM,Male,1,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,Yes +4062-HBMOS,Male,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,No +0742-NXBGR,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,Yes +2676-ISHSF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No +9236-NDUCW,Female,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,No +4753-PADAS,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,No +6103-QCKFX,Female,0,Yes,Yes,44,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,No +7781-EWARA,Male,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,No +6110-OHIHY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,Yes +7018-FPXHH,Male,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,No +5889-LFOLL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,Yes +5708-EVONK,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Yes +8708-XPXHZ,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,Yes +0616-ATFGB,Male,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,Yes +0572-ZJKLT,Female,0,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,No +5135-RDDQL,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,No +1353-LJWEM,Male,0,No,No,11,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,60.9,688.5,No +1794-SWWKL,Male,0,Yes,Yes,15,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,No +6166-YIPFO,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,No +7016-BPGEU,Female,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,Yes +6876-ADESB,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,Yes +9332-GYWLO,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,No +1963-SVUCV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes +4184-VODJZ,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,No +0220-EBGCE,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.85,167.3,Yes +1092-WPIVQ,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,No +7233-IOQNP,Female,0,Yes,No,43,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34.0,1505.35,No +2834-JKOOW,Female,0,No,No,15,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,No +2754-VDLTR,Male,0,No,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,Yes +2400-FEQME,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,No +3190-XFANI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,Yes +7551-DACSP,Male,0,Yes,Yes,6,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.3,324.25,Yes +4957-SREEC,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,No +7235-NXZCP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Yes +0230-UBYPQ,Male,1,Yes,No,63,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,No +4923-ADWXJ,Female,0,No,No,25,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,No +1763-KUAAW,Female,1,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,No +1104-TNLZA,Male,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998,No +5195-KPUNQ,Female,1,No,No,53,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,No +0520-FDVVT,Male,0,No,No,35,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,Yes +3439-GVUSX,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No +1444-VVSGW,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,Yes +5712-PTIWW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,Yes +5949-HGVJL,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,No +5203-XEHAX,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,No +1635-HDGFT,Female,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,No +3315-TOTBP,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,Yes +8050-XGRVL,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,No +6661-HBGWL,Female,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,Yes +1518-VOWAV,Female,0,No,No,9,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,Yes +9828-QHFBK,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,No +3908-MKIMJ,Male,1,Yes,No,68,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Electronic check,41.95,2965.75,No +5012-YSPJJ,Male,0,Yes,Yes,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647,No +5909-ECHUI,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,Yes +1309-BXVOQ,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,Yes +6728-VOIFY,Female,0,Yes,No,63,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96.0,6109.75,No +9317-WZPGV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Yes +4891-NLUBA,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,No +2856-HYAPG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,Yes +8969-PRHFK,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,No +0661-KQHNK,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,105.5,No +8709-KRDVL,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,3320.6,No +4488-PSYCG,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Yes +1427-VERSM,Female,0,Yes,No,56,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,No +9801-NOSHQ,Male,0,No,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,No +6339-YPSAH,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,No +3621-CEOVK,Female,1,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,Yes +6906-ANDWJ,Male,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Yes +2159-TURXX,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,No +1548-FEHVL,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,No +3795-CAWEX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,No +6215-NQCPY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,No +5647-URDKA,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,No +2229-DPMBI,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,No +9626-WEQRM,Female,0,No,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,No +2188-SXWVT,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55.0,1885.15,No +6258-PVZWJ,Male,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,No +1094-BKOSX,Female,0,Yes,Yes,45,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51.0,2264.5,No +6969-MVBAI,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,No +2978-XXSOG,Female,0,No,No,22,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,No +2342-CKIAO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,No +6953-PBDIN,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,No +3898-BSJYF,Female,0,No,Yes,10,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.55,693.3,No +3938-YFPXD,Male,0,No,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.3,5997.1,No +7696-AMHOD,Female,0,Yes,Yes,49,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.0,3824.2,No +2453-SAFNS,Female,1,No,No,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,No +9558-IHEZX,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,No +9617-UDPEU,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,No +6340-DACFT,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,No +4955-VCWBI,Female,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,817.95,No +6813-GZQCG,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,No +7426-GSWPO,Male,1,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,No +3389-KTRXV,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,No +3118-UHVVQ,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,No +1031-IIDEO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,Yes +5832-XKAES,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Yes +3205-MXZRA,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507,No +4701-AHWMW,Male,0,Yes,No,55,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,Yes +8317-BVKSO,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,No +5702-KVQRD,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,No +0083-PIVIK,Male,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,No +9210-IAHGH,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,Yes +6169-PGNCD,Female,0,No,No,57,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,No +0023-XUOPT,Female,0,Yes,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,Yes +4592-IWTJI,Female,0,Yes,Yes,3,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Yes +4909-JOUPP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,No +4657-FWVFY,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,No +2257-BOVXD,Male,0,Yes,No,14,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,No +7729-JTEEC,Male,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,No +7632-MNYOY,Male,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,Yes +6518-LGAOV,Female,0,Yes,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,4026.4,Yes +7242-QZLXF,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Yes +4576-CSAJH,Male,0,No,No,22,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),55.15,1193.05,Yes +1000-AJSLD,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes +9696-RMYBA,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,No +8690-UPCZI,Male,0,Yes,Yes,29,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),69.05,1958.45,No +1062-LHZOD,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Yes +9770-LXDBK,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,No +4086-WITJG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,No +8344-WFMFH,Male,0,No,Yes,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,No +9600-NAXZN,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528,Yes +8822-KNBHV,Female,0,No,No,48,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,No +8404-FYDIB,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,No +2791-SFVEW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,No +6457-USBER,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,Yes +6762-NSODU,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,No +4662-EKDPQ,Male,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Yes +9248-OJYKK,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Yes +9888-ZCUMM,Male,0,Yes,Yes,64,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,No +3398-FSHON,Female,1,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,Yes +3319-DWOEP,Male,1,Yes,No,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,Yes +1074-WVEVG,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267,No +9979-RGMZT,Female,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,No +6437-UDQJM,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,No +1226-IENZN,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,No +2108-GLPQB,Male,0,Yes,No,25,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,No +9259-PACGQ,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,Yes +4415-IJZTP,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes +1465-VINDH,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,Yes +5474-LAMUQ,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,No +3468-DRVQJ,Female,0,Yes,Yes,10,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,No +1122-YJBCS,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,No +4990-ALDGW,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,No +4816-OKWNX,Male,0,Yes,Yes,50,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,No +3315-IKYZQ,Male,0,Yes,Yes,28,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,No +2810-FTLEM,Female,0,No,No,16,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,Yes +4747-LCAQL,Male,0,No,No,25,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79.0,1902,No +3411-WLRSQ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,No +0898-XCGTF,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,No +8006-PYCSW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,No +8249-THVEC,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,No +8722-PRFDV,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,No +2164-SOQXL,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,No +4020-KIUDI,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,No +5850-BDWCY,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,No +2038-YSEZE,Female,0,No,No,29,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,No +0827-ITJPH,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689,No +8799-OXZMD,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,No +1925-TIBLE,Female,0,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,Yes +1705-GUHPV,Female,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,No +4779-ZGICK,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,No +0048-PIHNL,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,No +0818-OCPZO,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Yes +3967-KXAPS,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,No +1447-GIQMR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Yes +3704-IEAXF,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784,No +6810-VCAEX,Female,0,No,No,47,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,No +0674-EYYZV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,No +4480-MBMLB,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,No +1395-OFUWC,Male,0,Yes,Yes,43,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,No +0822-QGCXA,Female,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,No +0872-NXJYS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,Yes +2832-KJCRD,Female,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,No +3588-WSTTJ,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,No +4075-WKNIU,Female,0,Yes,Yes,0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,73.35, ,No +5090-EMGTC,Female,0,Yes,No,59,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,No +2346-CZYIL,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,No +3798-EPWRR,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,No +6258-NGCNG,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173,No +4186-ZBUEW,Female,0,No,No,36,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.7,2511.95,No +5274-XHAKY,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,No +1442-BQPVU,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,No +3978-YNKDD,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,No +4940-KHCWD,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,No +9412-ARGBX,Female,0,No,Yes,48,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,Yes +1389-CXMLU,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,Yes +9589-ABEPT,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,No +9388-ZEYVT,Male,0,No,No,43,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,No +0305-SQECB,Female,0,No,Yes,11,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,No +7605-SNLQG,Female,0,Yes,No,45,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,No +4670-TABXH,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,No +5561-NWEVX,Female,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,Yes +0064-SUDOG,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,No +8561-NMTBD,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,No +5161-XEUVX,Male,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Mailed check,94.3,3460.95,No +8292-FRFZQ,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,No +8591-NXRCV,Female,0,No,No,41,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,No +7895-VONWT,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,No +4526-RMTLL,Male,0,Yes,Yes,8,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,No +6253-GNHWH,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,No +4566-NECEV,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,No +8080-POTJR,Female,0,No,No,30,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,No +6906-MPARY,Male,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,No +3662-FXJFO,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,No +8107-RZLNV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,No +0516-OOHAR,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799,No +2027-CWDNU,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,No +2737-WFVYW,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,Yes +9912-OMZDS,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.15,6256.2,No +3733-ZEECP,Male,0,Yes,Yes,22,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,No +7878-RTCZG,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No +2452-MRMZF,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,No +2272-QAGFO,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Yes +7103-IPXPJ,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,No +4342-HFXWS,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),69.7,3023.65,No +3545-CNWRG,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,No +1785-BPHTP,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,No +4989-LIXVT,Male,1,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,No +7315-WYOAW,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,No +1173-XZPYF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,No +9850-OWRHQ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228,Yes +3768-NLUBH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,Yes +8676-TRMJS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.0,209.1,Yes +2509-TFPJU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,No +9530-GRMJG,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,No +6898-RBTLU,Female,0,Yes,Yes,49,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,No +5481-NTDOH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,No +2068-WWXQZ,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902,No +7359-SSBJK,Female,1,No,No,64,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481,Yes +2061-VVFST,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No +0685-MLYYM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,Yes +0749-IRGQE,Female,1,Yes,No,13,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,No +2380-DAMQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,No +2256-YLYLP,Male,0,Yes,Yes,68,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,No +1272-ILHFG,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,No +0164-XAIRP,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,No +5666-CYCYZ,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,No +4011-ARPHK,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,No +8182-PNAGI,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Yes +6365-HITVU,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,No +7558-IMLMT,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,No +9488-FYQAU,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,No +3590-TCXTB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No +6994-KERXL,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,No +7957-RYHQD,Female,1,No,No,40,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Yes +2180-DXNEG,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,1062.1,Yes +1960-UOTYM,Male,0,Yes,Yes,52,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,No +2740-JFBOK,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.0,226.55,No +6500-JVEGC,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,No +5515-AKOAJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,Yes +8976-OQHGT,Female,0,Yes,Yes,4,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,Yes +5245-VDBUR,Female,0,Yes,No,52,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,No +6230-BSUXY,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,Yes +8469-SNFFH,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,No +2144-ESWKO,Male,0,No,No,43,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,No +1241-FPMOF,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,No +9928-BZVLZ,Female,0,No,No,12,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,No +4114-QMKVN,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,No +2775-SEFEE,Male,0,No,Yes,0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),61.9, ,No +9003-CPATH,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,No +1754-GKYPY,Male,1,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,No +5294-CDGWY,Male,0,Yes,Yes,51,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,Yes +7956-XQWGU,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,No +1591-MQJTP,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,No +5295-PCJOO,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,Yes +2369-FEVNO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,No +9863-JZAIC,Male,0,No,No,35,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.0,2010.55,Yes +7471-MQPOS,Male,1,Yes,Yes,71,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,No +7660-HDPJV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes +5115-SQAAU,Female,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No +9845-QOMAD,Male,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,No +7672-VFMXZ,Male,0,Yes,No,57,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,No +9739-JLPQJ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,No +9916-AYHTC,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916,No +3855-ONCAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,No +1488-SYSFC,Male,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,No +7931-PXHFC,Male,0,No,No,38,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Yes +3990-QYKBE,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.5,3473.4,Yes +0970-QXPXW,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +3259-KNMRR,Male,1,No,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,No +6120-RJKLU,Female,1,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,No +9572-WUKSB,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,No +5893-KCLGT,Female,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567,No +0076-LVEPS,Male,0,No,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45.0,1242.45,No +3640-JQGJG,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,No +4919-MOAVT,Male,0,No,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,Yes +1596-OQSPS,Female,0,No,No,11,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,No +9867-XOBQA,Female,0,No,Yes,21,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,No +9546-KDTRB,Female,0,No,No,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,No +3090-HAWSU,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,Yes +9820-RMCQV,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501,Yes +3174-RKMOW,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,No +1760-CAZHT,Male,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,No +7839-QRKXN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +8441-SHIPE,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,No +5204-QZXPU,Male,0,No,No,19,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,Yes +4597-ELFTS,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334,Yes +1320-GVNHT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,No +1047-RNXZV,Male,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,No +3541-ZNUHK,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.1,4600.95,No +8450-JOVAH,Male,0,Yes,Yes,2,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,Yes +8725-JEDFD,Male,0,No,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,No +7562-UXTPG,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,No +8071-SBTRN,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,No +1113-IUJYX,Female,0,Yes,No,14,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,Yes +6668-CNMFP,Female,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,No +5626-MGTUK,Female,0,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,No +5681-LLOEI,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,No +8212-DJRCH,Male,0,Yes,Yes,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,No +4323-OHFOW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,No +4933-BSAIP,Female,0,Yes,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,No +2030-BTZRO,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,No +1116-DXXDF,Male,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,No +9274-CNFMO,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,Yes +7758-XKCBS,Male,0,No,No,15,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,Yes +8992-JQYUN,Male,0,Yes,No,1,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,Yes +6563-VNPMN,Female,1,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,No +0617-AQNWT,Female,0,Yes,No,64,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,47.85,3147.5,Yes +2267-WTPYD,Female,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94.0,5438.95,No +0270-THENM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,No +2446-PLQVO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +4707-MAXGU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,No +2710-WYVXG,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,No +3005-NFMTA,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.8,5617.75,Yes +6300-BWMJX,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,No +8784-CGILN,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,Yes +5389-FFVKB,Male,1,Yes,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Yes +7009-LGECI,Female,0,No,No,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,No +8444-WRIDW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Yes +5022-KVDQT,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,No +7976-CICYS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,No +1036-GUDCL,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,No +2005-DWQZJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,No +8148-WOCMK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125,No +7815-PDTHL,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,No +9451-LPGOO,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,Yes +9173-IVZVP,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,No +9129-UXERG,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,No +3635-JBPSG,Female,0,No,No,15,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603,No +7964-ZRKKG,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,No +5868-YWPDW,Male,1,Yes,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,Yes +6229-LSCKB,Male,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,No +2025-JKFWI,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,Yes +4078-SAYYN,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,Yes +1724-IQWNM,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,No +8217-QYOHV,Male,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,No +5546-QUERU,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257,No +9940-HPQPG,Female,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Yes +6897-UUBNU,Male,0,No,No,29,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,No +6127-IYJOZ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,No +6618-RYATB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Yes +8930-XOTDP,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,No +5916-QEWPT,Female,0,Yes,No,2,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.0,147.8,No +5060-TQUQN,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,No +0531-XBKMM,Male,0,No,Yes,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,No +8465-SBRXP,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,No +2408-PSJVE,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,No +9079-YEXQJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,Yes +9700-ZCLOT,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,32.7,No +8738-JOKAR,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,No +4534-WGCIR,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,No +1930-WNXSB,Male,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,No +2685-SREOM,Female,0,Yes,Yes,25,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,Yes +3508-CFVZL,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,No +0402-CQAJN,Female,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,Yes +6692-UDPJC,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.65,1301,Yes +1273-MTETI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,Yes +0657-DOGUM,Female,0,Yes,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,No +5480-HPRRX,Female,1,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,Yes +8792-AOROI,Female,0,Yes,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,No +0295-PPHDO,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,Yes +5146-YYFRZ,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,No +1195-OIYEJ,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,Yes +5906-CVLHP,Female,0,Yes,Yes,45,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,Yes +3452-SRFEG,Male,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,No +4070-OKWVH,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,No +5297-MDOIR,Female,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,No +6369-MCAKO,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,No +4926-UMJZD,Female,0,Yes,No,31,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,No +6848-HJTXY,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,No +6341-AEVKX,Female,0,Yes,No,62,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,No +4501-EQDRN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Yes +2990-HWIML,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,Yes +0682-USIXD,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,No +6976-BWGLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,No +7078-NVFAM,Female,0,Yes,Yes,32,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,No +8065-QBYTO,Female,1,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,No +2133-TSRRM,Female,0,No,Yes,34,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,No +7384-GHBPI,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,Yes +7603-USHJS,Male,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Yes +7234-FECYN,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,Yes +2511-ALLCS,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,No +3191-CSNMG,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,No +7952-OBOYL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,No +7470-DYNOE,Male,0,No,No,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,No +7853-OETYL,Female,0,Yes,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,No +1545-ACTAS,Female,0,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,No +5876-HZVZM,Female,0,Yes,Yes,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Yes +1400-MMYXY,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,Yes +5126-RCXYW,Male,0,Yes,Yes,54,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46.0,2424.05,No +3085-QUOZK,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,Yes +2363-BJLSL,Male,0,No,No,62,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,No +1956-YIFGE,Male,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,No +3926-CUQZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Yes +7921-LMDFQ,Male,1,No,No,51,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,4905.75,No +2925-MXLSX,Female,0,No,No,30,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,No +5820-PTRYM,Female,1,Yes,No,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014,No +9609-BENEA,Male,0,Yes,No,35,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69.0,2441.7,No +6211-WHMYA,Female,1,No,No,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751,No +4459-BBGHE,Male,0,No,Yes,30,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,No +9945-PSVIP,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,No +1041-RXHRA,Female,0,No,No,41,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Yes +1750-CSKKM,Male,0,No,Yes,9,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,Yes +9108-EJFJP,Female,0,Yes,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,No +0530-IJVDB,Male,0,No,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,No +0508-SQWPL,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,No +2215-ZAFGX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,No +8213-TAZPM,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,No +7142-HVGBG,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.0,4414.3,Yes +1304-SEGFY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,No +7242-EDTYC,Male,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,No +2904-GGUAZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,No +8267-ZNYVZ,Female,0,Yes,No,33,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,Yes +5136-GFPMB,Male,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,No +2595-KIWPV,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,No +5243-SAOTC,Male,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,No +9398-MMQTO,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,No +7619-PLRLP,Female,0,Yes,No,53,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,No +6457-GIRWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes +6508-NJYRO,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,No +1450-SKCVI,Female,0,No,No,56,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Yes +4710-NKCAW,Male,0,Yes,Yes,5,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),64.4,316.9,No +5306-BVTKJ,Male,0,Yes,Yes,48,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,No +0357-NVCRI,Female,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,No +5570-PTWEH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Yes +2371-KFUOG,Male,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,No +0463-ZSDNT,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,No +6502-MJQAE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +6257-DTAYD,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,No +4616-ULAOA,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,No +7693-LCKZL,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385,Yes +7746-AWNQW,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,No +5996-EBTKM,Female,0,Yes,Yes,67,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,No +2758-RNWXS,Male,0,No,No,35,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,No +2314-TNDJQ,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),55.65,3880.05,No +2405-LBMUW,Female,0,Yes,Yes,61,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,No +3454-JFUBC,Male,1,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.0,1396,No +0032-PGELS,Female,0,Yes,Yes,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Yes +9039-ZVJDC,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,No +6797-LNAQX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,Yes +9013-AQORL,Female,0,No,Yes,48,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,No +2898-MRKPI,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,No +2750-BJLSB,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,No +3648-GZPHF,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,No +2075-RMJIK,Female,0,Yes,Yes,5,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,No +9588-YRFHY,Male,0,No,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,No +6394-MFYNG,Female,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Yes +1564-NTYXF,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82.0,1127.2,Yes +9364-YKUVW,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,No +5392-AKEMH,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,No +2451-YMUXS,Male,1,No,No,67,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,No +3914-FDRHP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,No +3078-ZKNTS,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,No +1024-KPRBB,Female,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342,No +4690-PKDQG,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,No +8155-IBNHG,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Yes +0886-QGENL,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,Yes +9547-ITEFG,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,No +1264-FUHCX,Female,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,No +7789-CRUVC,Female,1,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,No +6598-KELSS,Male,0,No,Yes,50,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,No +8739-WWKDU,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,Yes +8685-WHQPW,Female,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Yes +4745-LSPLO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes +8083-YTZES,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,Yes +7240-FQLHE,Female,1,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,Yes +6664-FPDAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,Yes +9972-VAFJJ,Female,1,Yes,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94.0,4871.45,No +0422-UXFAP,Female,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,No +1904-WAJAA,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,No +5130-YPIRV,Female,0,Yes,No,62,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72.0,4284.2,No +2843-CQMEG,Male,0,No,No,24,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,No +6439-PKTRR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,No +5351-QESIO,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,No +0786-VSSUD,Male,1,No,No,16,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39.0,679.85,Yes +5568-DMXZS,Female,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,No +8468-FZTOE,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,No +6633-SYEUS,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,No +6447-GORXK,Male,0,No,Yes,31,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.0,789.2,No +6967-PEJLL,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,No +3976-BWUCK,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,Yes +5981-ZVXOT,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,No +1684-FLBGS,Female,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,No +1389-WNUIB,Female,0,Yes,Yes,20,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76.0,1588.75,No +0376-OIWME,Male,0,Yes,No,36,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,No +3585-ISXZP,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,Yes +0218-QNVAS,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,No +6583-QGCSI,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,Yes +0804-YGEQV,Female,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,No +7164-BPTUT,Male,0,No,Yes,57,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,No +4174-LPGTI,Female,0,Yes,Yes,41,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Yes +2523-EWWZL,Female,0,Yes,No,27,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,No +0928-XUTSN,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,No +2108-XWMPY,Male,0,No,No,3,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,Yes +0052-YNYOT,Female,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,No +6304-IJFSQ,Male,0,No,No,3,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,Yes +9586-JGQKH,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,No +4501-VCPFK,Male,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,No +6075-SLNIL,Male,0,No,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,No +9347-AERRL,Male,0,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,No +0093-XWZFY,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,Yes +2274-XUATA,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,No +1980-KXVPM,Female,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Yes +7703-ZEKEF,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,Yes +0723-DRCLG,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Yes +5482-NUPNA,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,Yes +6691-CCIHA,Female,0,Yes,No,62,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,No +1685-BQULA,Female,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,No +9053-EJUNL,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,No +0666-UXTJO,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,No +1471-GIQKQ,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,No +4807-IZYOZ,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,No +1122-JWTJW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Yes +9710-NJERN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826,No +9837-FWLCH,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239,No +1699-HPSBG,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,Yes +7203-OYKCT,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,No +1035-IPQPU,Female,1,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.5,6479.4,No +7398-LXGYX,Male,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,No +2823-LKABH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,No +8775-CEBBJ,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Yes +0550-DCXLH,Male,0,No,No,13,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,No +9281-CEDRU,Female,0,Yes,No,68,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,No +2235-DWLJU,Female,1,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,No +0871-OPBXW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,No +3605-JISKB,Male,1,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60.0,3316.1,No +6894-LFHLY,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Yes +9767-FFLEM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,No +0639-TSIQW,Female,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,Yes +8456-QDAVC,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,No +7750-EYXWZ,Female,0,No,No,12,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.65,743.3,No +2569-WGERO,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,No +6840-RESVB,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,No +2234-XADUH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,No +4801-JZAZL,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,No +8361-LTMKD,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Yes +3186-AJIEK,Male,0,No,No,66,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,No diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/info.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/info.json new file mode 100644 index 0000000000000000000000000000000000000000..6cbcf16ebd55b18aee63a1366ef58efc7f4118b6 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/info.json @@ -0,0 +1,129 @@ +{ + "name": "Telco Customer Churn", + "source": "https://www.kaggle.com/datasets/blastchar/telco-customer-churn/data", + "data_intro": "Predict behavior to retain customers. You can analyze all relevant customer data and develop focused customer retention programs.", + "is_splited": false, + "overall_size": 7043, + "train_size": 0, + "test_size": 0, + "c_classes": 18, + "n_classes": 3, + "task_type": "classification", + "target": "Churn", + "cat_feature_intro": { + "customerID": "- customerID: Customer ID", + "gender": "- gender: Whether the customer is a male or a female,Male,Female", + "Partner": "- Partner:Whether the customer has a partner or not,Yes, No", + "Dependents": "- Dependents:Whether the customer has dependents or not ,Yes, No", + "PhoneService": "- PhoneService:Whether the customer has a phone service or not ,Yes, No", + "MultipleLines": "- MultipleLines:Whether the customer has multiple lines or not ,Yes, No, No phone service", + "OnlineSecurity": "- OnlineSecurity:Whether the customer has online security or not ,Yes, No, No internet service", + "OnlineBackup": "- OnlineBackup:Whether the customer has online backup or not ,Yes, No, No internet service", + "DeviceProtection": "- DeviceProtection:Whether the customer has device protection or not ,Yes, No, No internet service", + "TechSupport": "- TechSupport:Whether the customer has tech support or not ,Yes, No, No internet service", + "StreamingTV": "- StreamingTV: Whether the customer has streaming TV or not ,Yes, No, No internet service", + "StreamingMovies": "- StreamingMovies:Whether the customer has streaming movies or not ,Yes, No, No internet service", + "Contract": "- Contract: The contract term of the customer ,Month-to-month, One year, Two year", + "PaperlessBilling": "- PaperlessBilling: Whether the customer has paperless billing or not ,Yes, No", + "PaymentMethod": "- PaymentMethod:The customer's payment method ,Electronic check, Mailed check, Bank transfer (automatic), Credit card (automatic)", + "Churn": "- Churn: Whether the customer churned or not ,Yes or No" + }, + "num_feature_intro": { + "SeniorCitizen": "- SeniorCitizen: Whether the customer is a senior citizen or not ,1,0", + "tenure": "- tenure:Number of months the customer has stayed with the company", + "MonthlyCharges": "- MonthlyCharges:The amount charged to the customer monthly", + "TotalCharges": "- TotalCharges:The total amount charged to the customer" + }, + "evaluation_metric": null, + "num_feature_value": { + "MonthlyCharges": [ + 18.25, + 118.75 + ], + "SeniorCitizen": [ + 0.0, + 1.0 + ], + "TotalCharges": [ + 18.8, + 8684.8 + ], + "tenure": [ + 0.0, + 72.0 + ] + }, + "cat_feature_value": { + "Churn": [ + "No", + "Yes" + ], + "Contract": [ + "Month-to-month", + "One year", + "Two year" + ], + "Dependents": [ + "No", + "Yes" + ], + "DeviceProtection": [ + "No", + "No internet service", + "Yes" + ], + "MultipleLines": [ + "No", + "No phone service", + "Yes" + ], + "OnlineBackup": [ + "No", + "No internet service", + "Yes" + ], + "OnlineSecurity": [ + "No", + "No internet service", + "Yes" + ], + "PaperlessBilling": [ + "No", + "Yes" + ], + "Partner": [ + "No", + "Yes" + ], + "PaymentMethod": [ + "Bank transfer (automatic)", + "Credit card (automatic)", + "Electronic check", + "Mailed check" + ], + "PhoneService": [ + "No", + "Yes" + ], + "StreamingMovies": [ + "No", + "No internet service", + "Yes" + ], + "StreamingTV": [ + "No", + "No internet service", + "Yes" + ], + "TechSupport": [ + "No", + "No internet service", + "Yes" + ], + "customerID": "string", + "gender": [ + "Female", + "Male" + ] + } +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/info_mod.json b/single_point_prediction/finance/Telco_Customer_Churn_B1/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..432f189fc4b4bedfacc5eee1ee4ceef8b8a8e8a4 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/info_mod.json @@ -0,0 +1,204 @@ +{ + "name": "Telco Customer Churn", + "source": "https://www.kaggle.com/datasets/blastchar/telco-customer-churn/data", + "data_intro": "Predict behavior to retain customers. You can analyze all relevant customer data and develop focused customer retention programs.", + "is_splited": false, + "overall_size": 7043, + "train_size": 0, + "test_size": 0, + "c_classes": 18, + "n_classes": 3, + "task_type": "classification", + "target": "Churn", + "cat_feature_intro": { + "gender": "- gender: Whether the customer is a male or a female,Male,Female", + "Partner": "- Partner:Whether the customer has a partner or not,Yes, No", + "Dependents": "- Dependents:Whether the customer has dependents or not ,Yes, No", + "PhoneService": "- PhoneService:Whether the customer has a phone service or not ,Yes, No", + "MultipleLines": "- MultipleLines:Whether the customer has multiple lines or not ,Yes, No, No phone service", + "InternetService": "InternetService: categorical feature inferred from dataset columns", + "OnlineSecurity": "- OnlineSecurity:Whether the customer has online security or not ,Yes, No, No internet service", + "OnlineBackup": "- OnlineBackup:Whether the customer has online backup or not ,Yes, No, No internet service", + "DeviceProtection": "- DeviceProtection:Whether the customer has device protection or not ,Yes, No, No internet service", + "TechSupport": "- TechSupport:Whether the customer has tech support or not ,Yes, No, No internet service", + "StreamingTV": "- StreamingTV: Whether the customer has streaming TV or not ,Yes, No, No internet service", + "StreamingMovies": "- StreamingMovies:Whether the customer has streaming movies or not ,Yes, No, No internet service", + "Contract": "- Contract: The contract term of the customer ,Month-to-month, One year, Two year", + "PaperlessBilling": "- PaperlessBilling: Whether the customer has paperless billing or not ,Yes, No", + "PaymentMethod": "- PaymentMethod:The customer's payment method ,Electronic check, Mailed check, Bank transfer (automatic), Credit card (automatic)" + }, + "num_feature_intro": { + "SeniorCitizen": "- SeniorCitizen: Whether the customer is a senior citizen or not ,1,0", + "tenure": "- tenure:Number of months the customer has stayed with the company", + "MonthlyCharges": "- MonthlyCharges:The amount charged to the customer monthly", + "TotalCharges": "- TotalCharges:The total amount charged to the customer" + }, + "evaluation_metric": null, + "num_feature_value": { + "SeniorCitizen": [ + 0.0, + 1.0 + ], + "tenure": [ + 0.0, + 72.0 + ], + "MonthlyCharges": [ + 18.25, + 118.75 + ], + "TotalCharges": [ + 18.8, + 8684.8 + ] + }, + "cat_feature_value": { + "gender": [ + "Female", + "Male" + ], + "Partner": [ + "No", + "Yes" + ], + "Dependents": [ + "No", + "Yes" + ], + "PhoneService": [ + "No", + "Yes" + ], + "MultipleLines": [ + "No", + "No phone service", + "Yes" + ], + "InternetService": [ + "Fiber optic", + "DSL", + "No" + ], + "OnlineSecurity": [ + "No", + "No internet service", + "Yes" + ], + "OnlineBackup": [ + "No", + "No internet service", + "Yes" + ], + "DeviceProtection": [ + "No", + "No internet service", + "Yes" + ], + "TechSupport": [ + "No", + "No internet service", + "Yes" + ], + "StreamingTV": [ + "No", + "No internet service", + "Yes" + ], + "StreamingMovies": [ + "No", + "No internet service", + "Yes" + ], + "Contract": [ + "Month-to-month", + "One year", + "Two year" + ], + "PaperlessBilling": [ + "No", + "Yes" + ], + "PaymentMethod": [ + "Bank transfer (automatic)", + "Credit card (automatic)", + "Electronic check", + "Mailed check" + ] + }, + "columns": [ + "customerID", + "gender", + "SeniorCitizen", + "Partner", + "Dependents", + "tenure", + "PhoneService", + "MultipleLines", + "InternetService", + "OnlineSecurity", + "OnlineBackup", + "DeviceProtection", + "TechSupport", + "StreamingTV", + "StreamingMovies", + "Contract", + "PaperlessBilling", + "PaymentMethod", + "MonthlyCharges", + "TotalCharges", + "Churn" + ], + "feature_columns": [ + "customerID", + "gender", + "SeniorCitizen", + "Partner", + "Dependents", + "tenure", + "PhoneService", + "MultipleLines", + "InternetService", + "OnlineSecurity", + "OnlineBackup", + "DeviceProtection", + "TechSupport", + "StreamingTV", + "StreamingMovies", + "Contract", + "PaperlessBilling", + "PaymentMethod", + "MonthlyCharges", + "TotalCharges" + ], + "feature_types": { + "customerID": "open_text", + "gender": "categorical", + "SeniorCitizen": "numeric", + "Partner": "categorical", + "Dependents": "categorical", + "tenure": "numeric", + "PhoneService": "categorical", + "MultipleLines": "categorical", + "InternetService": "categorical", + "OnlineSecurity": "categorical", + "OnlineBackup": "categorical", + "DeviceProtection": "categorical", + "TechSupport": "categorical", + "StreamingTV": "categorical", + "StreamingMovies": "categorical", + "Contract": "categorical", + "PaperlessBilling": "categorical", + "PaymentMethod": "categorical", + "MonthlyCharges": "numeric", + "TotalCharges": "numeric" + }, + "open_text_feature_intro": { + "customerID": "- customerID: Customer ID" + }, + "open_text_features": [ + "customerID" + ], + "missing_from_original_info": [ + "InternetService" + ] +} \ No newline at end of file diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/test.csv b/single_point_prediction/finance/Telco_Customer_Churn_B1/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..3a50ce4431679957beb0c21dc3525e59166c22a1 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/test.csv @@ -0,0 +1,9 @@ +customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn +6892-BOGQE,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,No +5196-SGOAK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,75.7,Yes +8819-IMISP,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,No +0909-SDHNU,Female,0,No,Yes,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.8,201.95,No +3179-GBRWV,Male,1,Yes,No,21,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,No +2842-BCQGE,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,No +3018-TFTSU,Male,0,No,No,12,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Yes +4847-QNOKA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,Yes diff --git a/single_point_prediction/finance/Telco_Customer_Churn_B1/train.csv b/single_point_prediction/finance/Telco_Customer_Churn_B1/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..05a10562ae3ddf60cc7460ec32c1fbb3e7a8d772 --- /dev/null +++ b/single_point_prediction/finance/Telco_Customer_Churn_B1/train.csv @@ -0,0 +1,7028 @@ +customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn +7892-POOKP,Female,0,Yes,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,Yes +6388-TABGU,Male,0,No,Yes,62,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,No +9763-GRSKD,Male,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,No +7469-LKBCI,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,No +8091-TTVAX,Male,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,No +0280-XJGEX,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,Yes +5129-JLPIS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,No +3655-SNQYZ,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,No +8191-XWSZG,Female,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,No +9959-WOFKT,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),106.7,7382.25,No +4190-MFLUW,Female,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,Yes +4183-MYFRB,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,No +8779-QRDMV,Male,1,No,No,1,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,Yes +1680-VDCWW,Male,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,No +1066-JKSGK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes +3638-WEABW,Female,0,Yes,No,58,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),59.9,3505.1,No +6322-HRPFA,Male,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,No +6865-JZNKO,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,No +6467-CHFZW,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,Yes +8665-UTDHZ,Male,0,Yes,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,Yes +5248-YGIJN,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,No +8773-HHUOZ,Female,0,No,Yes,17,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,Yes +3841-NFECX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,No +4929-XIHVW,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.5,181.65,No +6827-IEAUQ,Female,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,No +7310-EGVHZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,No +3413-BMNZE,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,No +6234-RAAPL,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,No +6047-YHPVI,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Yes +6572-ADKRS,Female,0,No,No,46,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,No +5380-WJKOV,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,Yes +8168-UQWWF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,Yes +8865-TNMNX,Male,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,No +9489-DEDVP,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,No +9867-JCZSP,Female,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,No +4671-VJLCL,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,No +4080-IIARD,Female,0,Yes,No,13,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,No +3714-NTNFO,Female,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,No +5948-UJZLF,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97,No +7760-OYPDY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,Yes +7639-LIAYI,Male,0,No,No,52,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,No +2954-PIBKO,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,No +8012-SOUDQ,Female,1,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,No +9420-LOJKX,Female,0,No,No,15,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,Yes +6575-SUVOI,Female,1,Yes,No,25,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,No +7495-OOKFY,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Yes +4667-QONEA,Female,1,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,No +1658-BYGOY,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,Yes +8769-KKTPH,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,No +5067-XJQFU,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,No +3957-SQXML,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,No +5954-BDFSG,Female,0,No,No,72,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,No +0434-CSFON,Female,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,No +1215-FIGMP,Male,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,No +0526-SXDJP,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962,No +0557-ASKVU,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,No +5698-BQJOH,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,Yes +5122-CYFXA,Female,0,No,No,3,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,No +8627-ZYGSZ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,No +3410-YOQBQ,Female,0,No,No,31,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,No +3170-NMYVV,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,No +7410-OIEDU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,No +2273-QCKXA,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,No +0731-EBJQB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,No +1891-QRQSA,Male,1,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099,No +8028-PNXHQ,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,No +5630-AHZIL,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,No +2673-CXQEU,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,No +6416-JNVRK,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,No +5590-ZSKRV,Female,0,Yes,Yes,8,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,No +0191-ZHSKZ,Male,1,No,No,30,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,No +3887-PBQAO,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,No +5919-TMRGD,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.35,79.35,Yes +8108-UXRQN,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,No +9191-MYQKX,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Yes +9919-YLNNG,Female,0,No,No,42,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,No +0318-ZOPWS,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,No +4445-ZJNMU,Male,0,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,No +4808-YNLEU,Female,0,Yes,No,35,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,No +1862-QRWPE,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057,No +2796-NNUFI,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,No +3016-KSVCP,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,No +4767-HZZHQ,Male,0,Yes,Yes,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,No +2424-WVHPL,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,No +7233-PAHHL,Male,0,Yes,Yes,66,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.0,5714.25,No +6067-NGCEU,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),111.05,7107,No +9848-JQJTX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,No +8637-XJIVR,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Yes +9803-FTJCG,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,No +0278-YXOOG,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,Yes +3212-KXOCR,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1107.2,No +4598-XLKNJ,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,Yes +6380-ARCEH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +3679-XASPY,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No +7123-WQUHX,Male,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95.0,3605.6,No +5386-THSLQ,Female,1,Yes,No,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,No +3192-NQECA,Male,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,7611.85,Yes +6180-YBIQI,Male,0,No,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,No +6728-DKUCO,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,No +9750-BOOHV,Female,0,No,No,32,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,No +8597-CWYHH,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,No +2848-YXSMW,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,No +0486-HECZI,Male,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,Yes +4549-ZDQYY,Female,0,No,No,52,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,No +5712-AHQNN,Female,0,No,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,No +4846-WHAFZ,Female,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Yes +5256-SKJGO,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,No +3071-VBYPO,Male,0,Yes,Yes,3,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,No +9560-BBZXK,Female,0,No,No,36,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,No +5299-RULOA,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,Yes +8402-OOOHJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,No +9445-ZUEQE,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,No +1091-SOZGA,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,No +2928-HLDBA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,No +0404-SWRVG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Yes +6497-TILVL,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,No +7219-TLZHO,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,No +4622-YNKIJ,Male,0,No,No,33,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,No +4412-YLTKF,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Yes +6734-PSBAW,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,No +3930-ZGWVE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No +2639-UGMAZ,Male,1,No,No,71,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,No +2876-GZYZC,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,No +6207-WIOLX,Female,0,Yes,Yes,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,Yes +8587-XYZSF,Male,0,No,No,67,Yes,No,DSL,No,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.55,3260.1,No +3091-FYHKI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,Yes +2372-HWUHI,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,Yes +7799-LGRDP,Female,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,No +7850-VWJUU,Female,0,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.0,1778.5,No +3774-VBNXY,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,No +6217-KDYWC,Male,0,No,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,No +0390-DCFDQ,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes +3146-MSEGF,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,No +4080-OGPJL,Female,0,No,No,8,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Yes +1095-WGNGG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,No +2636-SJDOU,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,No +1131-QQZEB,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,No +5716-EZXZN,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,No +6837-BJYDQ,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,No +2135-RXIHG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes +6440-DKQGE,Male,0,No,Yes,30,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,No +3466-BYAVD,Male,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,No +3780-YVMFA,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,No +3874-EQOEP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.0,655.5,Yes +1679-JRFBR,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,No +9073-ZZIAY,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,No +3077-RSNTJ,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,No +6551-GNYDG,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,No +9167-APMXZ,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,No +2749-CTKAJ,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,No +6371-NZYEG,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024,No +7554-NEWDD,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,No +8992-VONJD,Female,0,No,Yes,13,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56.0,764.55,No +0867-MKZVY,Female,0,Yes,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Yes +4482-EWFMI,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,No +4648-YPBTM,Male,0,No,No,53,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,No +2907-ILJBN,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,No +6345-FZOQH,Male,0,Yes,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,No +3376-BMGFE,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273,Yes +5997-OPVFA,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,No +3445-HXXGF,Male,1,Yes,No,58,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,Yes +1159-WFSGR,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,No +7654-YWJUF,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,No +1875-QIVME,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,Yes +6727-IOTLZ,Male,0,Yes,No,14,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,No +0691-JVSYA,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,Yes +5918-VUKWP,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,No +1744-JHKYS,Female,0,Yes,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,No +2656-FMOKZ,Female,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Yes +2070-FNEXE,Female,1,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Yes +5947-SGKCL,Female,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,No +3712-PKXZA,Male,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252,No +6317-YPKDH,Female,0,No,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Yes +6582-OIVSP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,No +9367-WXLCH,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Yes +5524-KHNJP,Male,0,Yes,Yes,33,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,No +1918-ZBFQJ,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Yes +1024-GUALD,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes +4827-USJHP,Male,0,No,No,20,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,No +8167-GJLRN,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,No +0956-SYCWG,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,No +8017-UVSZU,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,No +7100-FQPRV,Male,0,Yes,Yes,43,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,No +2472-OVKUP,Male,0,Yes,No,6,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91.0,531,Yes +2984-RGEYA,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,No +9680-NIAUV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,No +2146-EGVDT,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,No +2604-IJPDU,Female,0,Yes,No,20,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,No +9178-JHUVJ,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,No +6168-YBYNP,Male,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,No +7255-SSFBC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,No +3645-DEYGF,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,No +9323-HGFWY,Female,0,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,No +8544-GOQSH,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,No +3363-DTIVD,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,No +7018-WBJNK,Male,0,No,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,No +9142-KZXOP,Male,0,No,No,44,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,No +7674-YTAFD,Female,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,No +6348-SNFUS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,No +1285-OKIPP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,Yes +7825-ECJRF,Female,0,No,No,19,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,Yes +1347-KTTTA,Male,0,Yes,No,64,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,No +7841-TZDMQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46.0,84.5,Yes +4195-NZGTA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,No +7157-SMCFK,Male,0,No,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,No +4709-LKHYG,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.0,540.05,No +2504-DSHIH,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,No +0699-NDKJM,Female,0,Yes,No,57,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,No +9286-BHDQG,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,No +0230-WEQUW,Male,0,Yes,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),56.6,3789.2,No +2040-LDIWQ,Male,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,No +6496-JDSSB,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.0,624.6,No +9408-SSNVZ,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Yes +4443-EMBNA,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,No +6469-MRVET,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,No +0742-MOABM,Male,0,Yes,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,Yes +5961-VUSRV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,No +6778-JFCMK,Male,0,No,No,24,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,No +6341-JVQGF,Female,0,Yes,Yes,31,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,No +2232-DMLXU,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,Yes +4811-JBUVU,Male,0,No,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,No +0945-TSONX,Female,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,No +2651-ZCBXV,Male,0,No,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.0,5760.65,No +3316-UWXUY,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,No +8937-RDTHP,Male,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,Yes +7083-MIOPC,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,No +1984-GPTEH,Female,0,No,No,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702,No +1251-KRREG,Male,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,Yes +0621-JFHOL,Female,0,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,No +9903-LYSAB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,No +0094-OIFMO,Female,1,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,1120.3,Yes +9227-UAQFT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,No +7301-ABVAD,Female,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,No +6614-FHDBO,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,No +7576-ASEJU,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,No +9058-HRZSV,Female,1,Yes,No,65,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,No +4522-AKYLR,Female,1,No,No,13,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,No +0221-WMXNQ,Male,1,No,No,4,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,273.4,No +0303-UNCIP,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65.0,2531.8,No +9947-OTFQU,Male,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,1074.3,Yes +0322-YINQP,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Yes +0959-WHOKV,Male,0,No,No,42,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99.0,4298.45,No +4075-JFPGR,Female,0,Yes,No,51,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,No +4629-NRXKX,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,Yes +9514-JDSKI,Male,1,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,Yes +3282-ZISZV,Male,0,No,Yes,32,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,No +3675-YDUPJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,No +4111-BNXIF,Female,0,Yes,Yes,67,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,No +7017-VFHAY,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,No +6655-LHBYW,Male,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,No +4959-JOSRX,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Yes +5046-NUHWD,Female,1,Yes,No,29,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.0,1228.65,No +7273-TEFQD,Male,1,No,No,3,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,Yes +3606-TWKGI,Male,1,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,Yes +7529-ZDFXI,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,No +7605-BDWDC,Female,0,No,No,31,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,No +1950-KSVVJ,Female,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,No +0123-CRBRT,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,No +6292-TOSSS,Male,0,No,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,No +3197-ARFOY,Female,1,No,No,19,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.0,2007.25,No +6323-AYBRX,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Yes +7014-ZZXAW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,No +4385-GZQXV,Female,1,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,Yes +7633-MVPUY,Male,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,No +6366-ZGQGL,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Yes +4716-HHKQH,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,No +5940-AHUHD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,Yes +6432-TWQLB,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,Yes +4484-GLZOU,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,Yes +8645-KWHJO,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,771.95,No +4130-MZLCC,Female,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,No +0314-TKOSI,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,No +8229-MYEJZ,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,No +2080-SRCDE,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,No +9577-WJVCQ,Female,0,No,No,68,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,No +9512-UIBFX,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,Yes +6202-DYYFX,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76.0,1783.6,No +3808-HFKDE,Female,0,No,No,20,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,No +5583-SXDAG,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.0,70,Yes +3488-PGMQJ,Male,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,Yes +3580-REOAC,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Yes +7534-BFESC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Yes +3727-OWVYD,Male,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,No +2294-SALNE,Male,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,No +4847-TAJYI,Female,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,No +1563-IWQEX,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,No +8203-XJZRC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,No +6556-DBKZF,Female,0,Yes,Yes,71,Yes,No,Fiber optic,No,No,Yes,No,No,No,Two year,No,Electronic check,76.05,5436.45,No +6851-WEFYX,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,No +2985-JUUBZ,Male,0,Yes,Yes,40,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,No +6390-DSAZX,Female,0,No,Yes,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,Yes +0895-LMRSF,Male,0,No,No,23,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,No +8098-LLAZX,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,Yes +8266-VBFQL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,No +8181-YHCMF,Female,0,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109,No +2240-HSJQD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,No +1248-DYXUB,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,No +0265-EDXBD,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Yes +4115-BNPJY,Male,0,Yes,Yes,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,No +3167-SNQPL,Male,1,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,No +4091-TVOCN,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,No +1098-TDVUQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,No +7277-OZCGZ,Female,0,No,No,22,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,No +1557-EMYVT,Female,0,No,No,43,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,No +2799-ARNLO,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,No +7563-BIUPC,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,Yes +5027-YOCXN,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,No +3973-SKMLN,Male,0,No,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,No +2321-OMBXY,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,Yes +2840-XANRC,Male,1,Yes,No,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,Yes +6745-JEFZB,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,No +5020-ZSTTY,Female,1,No,No,54,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,Yes +9880-TDQAC,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,60.0,4264,No +8705-WZCYL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,No +7102-JJVTX,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,No +8626-PTQGE,Male,0,No,No,69,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,No +4983-CLMLV,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,No +5701-YVSVF,Female,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,No +5804-LEPIM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Yes +5697-GOMBF,Female,1,Yes,Yes,28,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,No +2739-CACDQ,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,No +9385-EHGDO,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,No +9498-FIMXL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,No +2379-GYFLQ,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,No +0122-OAHPZ,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Yes +2868-SNELZ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.6,155.8,Yes +4322-RCYMT,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Yes +6680-NENYN,Female,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,Yes +2088-IEBAU,Female,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,No +7982-VCELR,Female,0,No,No,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,No +1343-EHPYB,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.4,6603,Yes +6035-BXTTY,Female,1,No,No,32,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,No +6885-PKOAM,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,No +7520-HQWJU,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,No +9639-BUJXT,Male,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,No +5924-SNGKP,Female,0,No,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865,No +0021-IKXGC,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,No +2034-GDRCN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.4,168.2,Yes +8966-SNIZF,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,No +6243-OZGFH,Female,0,No,No,23,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,No +4654-DLAMQ,Female,1,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97.0,6430.9,No +0513-RBGPE,Male,0,Yes,Yes,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,No +5160-UXJED,Male,0,No,Yes,17,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,44.6,681.4,No +4115-NZRKS,Female,1,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,No +0219-YTZUE,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Yes +0623-IIHUG,Female,1,No,No,21,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,Yes +4572-DVCGN,Female,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846,Yes +3351-NGXYI,Female,1,No,No,16,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889,No +8984-EYLLL,Male,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,No +9057-MSWCO,Male,1,Yes,No,27,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Yes +9833-TGFHX,Male,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,No +9294-TDIPC,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,No +5229-DTFYB,Female,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,No +0104-PPXDV,Male,0,Yes,No,58,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,No +5176-LMJXE,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,No +3583-KRKMD,Male,0,No,No,18,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,No +1010-DIAUQ,Male,0,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Yes +9069-LGEUL,Male,0,Yes,No,23,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,No +7302-ZHMHP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,No +9571-EDEBV,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,No +3520-FJGCV,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,No +6563-VRERX,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,No +0259-GBZSH,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,Yes +6122-EFVKN,Male,0,No,Yes,24,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,No +2805-EDJPQ,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,No +6862-CQUMB,Male,0,No,No,37,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,No +7156-MXBJE,Female,0,No,No,43,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,No +6158-HDPXZ,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,No +9601-BRXPO,Female,0,Yes,No,25,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,Yes +2863-IMQDR,Female,0,No,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,No +5686-CMAWK,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,No +5651-CRHKQ,Female,0,Yes,No,41,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,No +6905-NIQIN,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.65,50.65,Yes +8204-YJCLA,Male,1,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,No +5167-ZFFMM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Yes +6583-SZVGP,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,No +4895-TMWIR,Male,1,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Yes +0533-BNWKF,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Yes +1708-PBBOA,Female,0,No,No,42,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,No +8782-LKFPK,Male,0,No,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063,No +5522-JBWMO,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44,No +3597-MVHJT,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,No +9774-NRNAU,Male,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,No +0224-RLWWD,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,No +9967-ATRFS,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,No +3951-NJCVI,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,No +2977-CEBSX,Female,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,No +0177-PXBAT,Male,1,Yes,No,33,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,No +6599-CEBNN,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Yes +2519-ERQOJ,Male,1,No,No,33,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,No +5876-QMYLD,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,No +2277-AXSDC,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,No +9442-JTWDL,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,No +0979-PHULV,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Yes +3067-SVMTC,Female,0,Yes,No,68,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,No +5495-GPSRW,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,No +7606-BPHHN,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,No +4742-DRORA,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812,No +0111-KLBQG,Male,1,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,No +4800-VHZKI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Yes +7989-CHGTL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes +0334-GDDSO,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,Yes +4163-NCJAK,Female,0,Yes,No,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,No +5233-AOZUF,Female,0,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,No +5973-EJGDP,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473,No +1996-DBMUS,Female,1,Yes,No,48,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,No +7916-VCCPB,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,No +4686-GEFRM,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,No +5249-QYHEX,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,No +0578-SKVMF,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,Yes +5564-NEMQO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Yes +2233-FAGXV,Female,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,No +5605-IYGFG,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,No +7663-ZTEGJ,Male,0,No,Yes,29,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,No +3935-TBRZZ,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,No +8111-BKVDS,Female,0,No,No,10,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,No +2055-SIFSS,Female,1,Yes,No,55,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,No +2806-MLNTI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,No +8734-DKSTZ,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,No +4360-PNRQB,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,No +6152-ONASV,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),58.25,3975.7,No +9063-ZGTUY,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Yes +7781-HVGMK,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,No +2181-UAESM,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,No +2957-LOLHO,Male,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Yes +6048-NJXHX,Male,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,No +2320-SLKMB,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,No +4980-URKXC,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,No +4376-KFVRS,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,No +5886-VLQVU,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,No +3577-AMVUX,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,No +0771-WLCLA,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,No +5628-RKIFK,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,No +0206-TBWLC,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,No +2937-FTHUR,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,No +1910-FMXJM,Female,0,Yes,No,36,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,No +7752-XUSCI,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,Yes +4110-PFEUZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,Yes +0732-OCQOC,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,No +5168-MSWXT,Male,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,No +1090-ESELR,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,No +8592-PLTMQ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,No +5760-WRAHC,Female,1,No,No,22,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,No +8847-GEOOQ,Male,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,No +0256-LTHVJ,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,Yes +4785-FCIFB,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,No +8313-NDOIA,Female,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,No +5149-CUZUJ,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,No +0942-KOWSM,Female,0,Yes,Yes,30,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,No +4237-CLSMM,Male,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,38,No +1452-VOQCH,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,No +4719-UMSIY,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,No +6614-VBEGU,Female,0,Yes,No,24,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,No +0880-TKATG,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,Yes +3811-VBYBZ,Male,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,Yes +1480-BKXGA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,No +2996-XAUVF,Male,0,No,No,70,No,No phone service,DSL,No,No,No,Yes,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,No +9076-AXYIK,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,No +5968-XQIVE,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,No +8896-RAZCR,Female,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,No +4640-UHDOS,Female,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,55.95,734.35,Yes +4933-IKULF,Female,1,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,No +3583-EKAPL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,55,Yes +1304-BCCFO,Male,0,Yes,No,9,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,70.05,564.4,No +4104-PVRPS,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.6,1315.35,No +9399-APLBT,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +2359-KMGLI,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,Yes +3780-DDGSE,Male,1,Yes,Yes,35,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,No +4431-EDMIQ,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,No +0306-JAELE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,Yes +6227-HWPWX,Female,0,No,Yes,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.0,994.8,Yes +0486-LGCCH,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,No +0447-BEMNG,Female,0,Yes,No,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145,Yes +4612-SSVHJ,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,No +5168-MQQCA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,No +5949-XIKAE,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,Yes +7971-HLVXI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,No +9094-AZPHK,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,1415,No +3649-JPUGY,Male,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,No +4472-LVYGI,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),52.55, ,No +8372-JUXUI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes +3552-CTCYF,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,No +6778-YSNIH,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.0,114.15,No +0388-EOPEX,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,Yes +5756-OZRIO,Male,1,Yes,No,61,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,No +6579-JPICP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No +8205-OTCHB,Male,0,No,No,22,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,Yes +4134-BSXLX,Male,0,Yes,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,No +0505-SPOOW,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,No +6235-VDHOM,Female,1,No,No,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,Yes +7783-YKGDV,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Yes +4374-YMUSQ,Male,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,No +4513-CXYIX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676,No +3957-HHLMR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,No +7803-XOCCZ,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,No +5736-YEJAX,Male,0,No,Yes,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,No +5609-CEBID,Female,1,No,No,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,Yes +8981-FJGLA,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78.0,851.8,No +7218-HKQFK,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,Yes +4636-QRJKY,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,Yes +1135-LMECX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No +4332-MUOEZ,Male,1,Yes,Yes,20,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,No +8535-SFUTN,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.45,6300.15,No +5956-VKDTT,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Yes +8677-HDZEE,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,No +2475-MROZF,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.0,2852.4,No +9412-GHEEC,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,Yes +3482-ABPKK,Female,0,No,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,No +6705-LXORM,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,No +0257-ZESQC,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Yes +7531-GQHME,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,No +5174-ITUMV,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,No +4109-CYRBD,Male,1,Yes,No,29,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442,No +0913-XWSCN,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,No +6825-UYPFK,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Yes +8397-MVTAZ,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480,Yes +0750-EBAIU,Male,0,No,No,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,No +8606-CIQUL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,No +3571-DPYUH,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,No +7601-GNDYK,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,No +0356-OBMAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,No +8067-NIOYM,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,No +1403-GYAFU,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,No +4234-XTNEA,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,No +1297-VQDRP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,No +9282-IZGQK,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,Yes +5348-CAGXB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.55,1021.75,No +0621-HJWXJ,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,No +5844-QVTAT,Female,0,Yes,Yes,33,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,No +8905-IAZPF,Female,0,Yes,No,69,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,No +5394-MEITZ,Female,0,Yes,Yes,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,No +6859-QNXIQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,No +2782-LFZVW,Female,0,No,No,11,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,No +2866-IKBTM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +1342-JPNKI,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,Yes +2817-NTQDO,Male,0,No,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597,Yes +7129-AZJDE,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,No +6986-IJDHX,Male,0,Yes,Yes,39,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266,Yes +2560-PPCHE,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,No +4676-MQUEA,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,No +8138-EALND,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,No +3580-HYCSP,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.3,7966.9,No +1352-HNSAW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,No +2075-PUEPR,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,No +1982-FEBTD,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,No +5301-GAUUY,Male,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Yes +5791-KAJFD,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808,No +2654-VBVPB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,No +1154-HYWWO,Male,0,No,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,No +2501-XWWTZ,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,No +3716-UVSPD,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,No +6815-ABQFQ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,No +7343-EOBEU,Male,0,Yes,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,No +3701-SFMUH,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,No +6103-LIANB,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,No +7319-VENRZ,Male,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,No +5846-NEQVZ,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,No +6967-QIQRV,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,No +5781-RFZRP,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,No +0939-YAPAF,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,Yes +0308-IVGOK,Female,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,No +7293-LSCDV,Female,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,No +7025-WCBNE,Male,1,No,No,47,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754,No +5756-JYOJT,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,No +4710-FDUIZ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,Yes +6030-REHUX,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,No +9548-LIGTA,Male,0,Yes,No,61,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,No +5150-LJNSR,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,No +8270-RKSAP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,No +6522-YRBXD,Male,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,No +2640-LYMOV,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,No +1218-VKFPE,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Yes +3627-FHKBK,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,Yes +2865-TCHJW,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,Yes +1423-BMPBQ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.0,19,No +2393-DIVAI,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,61.7,No +5192-EBGOV,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,85.7,Yes +4568-KNYWR,Male,0,No,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,No +8752-IMQOS,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,No +0742-LAFQK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,No +0795-LAFGP,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,No +0619-OLYUR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,No +5512-IDZEI,Male,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,No +0459-SPZHJ,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),83.5,5435,No +0215-BQKGS,Male,0,No,No,30,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,No +9244-ZVAPM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,No +0719-SYFRB,Female,0,No,No,12,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,Yes +8208-EUMTE,Male,0,No,No,16,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,No +5172-MIGPM,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,No +1710-RCXUS,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,No +0374-FIUCA,Male,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,No +5839-SUYVZ,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,No +5173-ZXXXL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,No +1096-ADRUX,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,No +2001-MCUUW,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,No +2731-GJRDG,Female,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608,No +4723-BEGSG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,No +6516-NKQBO,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81.0,3084.9,No +8672-OAUPW,Male,0,No,Yes,51,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,No +8207-DMRVL,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,No +3419-SNJJD,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Yes +6543-CPZMK,Male,0,Yes,Yes,9,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,Yes +4765-OXPPD,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Mailed check,65.0,663.05,Yes +2804-ETQDK,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,No +6689-VRRTK,Female,1,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,No +7138-GIRSH,Male,0,No,No,50,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,No +9396-ZSFLL,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,No +6464-KEXXH,Male,0,No,No,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,No +7134-MJPDY,Female,1,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,No +5240-CAOYT,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,No +4059-IIEBK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,No +4881-JVQOD,Male,1,Yes,Yes,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,No +0516-UXRMT,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,No +4851-BQDNX,Male,0,Yes,Yes,40,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.05,3355.65,No +5148-HKFIR,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,No +1009-IRMNA,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,137.6,Yes +3003-CMDUU,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,No +5016-IBERQ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,No +6797-UCJHZ,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,No +2469-DTSGX,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,No +4554-YGZIH,Male,1,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,Yes +5099-BAILX,Male,1,Yes,Yes,43,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,Yes +9931-KGHOA,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55.0,2473.95,No +1775-KWJKQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,No +7665-VIGUD,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,No +9411-TPQQV,Female,0,No,No,40,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,No +7207-RMRDB,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,Yes +7954-MLBUN,Male,0,No,No,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,No +2077-DDHJK,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,No +4913-EHYUI,Male,1,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,Yes +0195-IESCP,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,Yes +9574-BOSMD,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,No +4580-TMHJU,Female,0,Yes,Yes,43,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,Yes +0970-ETWGE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.55,89.55,Yes +4908-XAXAY,Female,1,No,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,No +8404-VLQFB,Female,0,Yes,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,No +1626-ERCMM,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,Yes +0887-HJGAR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes +2391-IPLOP,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,No +5644-PDMZC,Female,1,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,Yes +3509-GWQGF,Male,1,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.0,1732.6,No +9576-ANLXO,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Yes +2024-BASKD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Yes +5845-BZZIB,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,No +1140-UKVZG,Female,0,No,No,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,No +4160-AMJTL,Female,1,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Yes +5183-SNMJQ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,No +8100-PNJMH,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,No +7838-LAZFO,Male,0,Yes,No,45,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,No +4464-JCOLN,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Yes +2085-JVGAD,Male,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,No +5650-VDUDS,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Yes +8095-WANWK,Female,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,No +3030-ZKIWL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +9565-FLVCG,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,No +8755-OGKNA,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,No +2800-VEQXM,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,No +7538-GWHML,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,Yes +5533-RJFTJ,Male,0,No,No,49,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,No +3859-CVCET,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,Yes +0214-JHPFW,Female,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,No +5642-MHDQT,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,No +3088-FVYWK,Male,0,Yes,Yes,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,No +3276-HDUEG,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Yes +9092-GDZKO,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,No +0823-HSCDJ,Male,1,No,No,52,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,Yes +3729-OWRVL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,No +2324-AALNO,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,No +0822-GAVAP,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,Yes +5760-IFJOZ,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,No +2826-UWHIS,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,No +1448-PWKYE,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.0,80,Yes +7501-IWUNG,Female,0,Yes,Yes,61,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,No +4957-TREIR,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,No +7251-LJBQN,Female,1,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,No +8040-MNRTF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,No +1536-HBSWP,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No +5313-FPXWG,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,No +0067-DKWBL,Male,1,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Yes +0946-FKYTX,Male,0,No,No,52,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,No +5076-YVXCM,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,No +8262-COGGB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No +6663-JOCQO,Male,0,Yes,Yes,31,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,No +9620-QJREV,Male,0,No,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,No +2276-YDAVZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Yes +2682-KEVRP,Female,1,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417,No +2480-JZOSN,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,No +0078-XZMHT,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,No +5896-NPFWW,Male,0,Yes,Yes,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,Yes +9978-HYCIN,Male,1,Yes,Yes,47,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,No +8338-QIUNR,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,No +1525-LNLOJ,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,No +9450-TRJUU,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,No +1766-GKNMI,Male,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,No +6942-LBFDP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,No +1456-TWCGB,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,No +7133-VBDCG,Female,0,No,No,25,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Yes +7596-ZYWBB,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,59.6,3739.8,No +8329-UTMVM,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964,No +3014-WJKSM,Male,0,Yes,No,29,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,No +3347-YJZZE,Male,0,Yes,Yes,29,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,No +1029-QFBEN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Yes +7929-DMBCV,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,81.0,1683.7,No +9661-JALZV,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519,No +5433-KYGHE,Female,0,No,Yes,14,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86.0,1164.05,No +4312-KFRXN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,No +5575-TPIZQ,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,No +0114-IGABW,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,No +9944-AEXBM,Male,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,No +1853-ARAAQ,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,No +6952-OMNWB,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,No +4697-LUPSU,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,No +8434-VGEQQ,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,No +4952-YSOGZ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,Yes +1589-AGTLK,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Yes +5244-IRFIH,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,Yes +6549-YMFAW,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,No +4950-HKQTE,Female,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,No +6786-OBWQR,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,No +2684-EIWEO,Female,1,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Yes +2753-JMMCV,Male,0,No,No,65,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,No +6439-GTPCA,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,Yes +6621-YOBKI,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,No +1216-JWVUX,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,No +7564-GHCVB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,No +1173-NOEYG,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,No +7595-EHCDL,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,No +6647-ZEDXT,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,No +2521-NPUZR,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.0,7085.5,No +1307-TVUFB,Male,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,No +7503-MIOGA,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,No +4381-MHQDC,Female,0,No,No,47,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65.0,2879.9,No +6923-JHPMP,Female,0,No,No,2,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,No +5138-WVKYJ,Male,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.55,1008.55,Yes +4018-PPNDW,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,No +1635-FJFCC,Female,0,No,No,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,No +2499-AJYUA,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,No +6919-ELBGL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,No +3966-HRMZA,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,75.05,202.9,No +6425-JWTDV,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,No +8405-IGQFX,Female,0,No,No,63,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817,No +8224-IVVPA,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,No +9477-LGWQI,Male,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,No +1410-RSCMR,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,No +3115-CZMZD,Male,0,No,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25, ,No +0139-IVFJG,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,No +6683-VLCTZ,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,Yes +5730-DBDSI,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,No +0030-FNXPP,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,No +2189-WWOEW,Female,0,No,Yes,15,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Yes +5684-FJVYR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,No +4013-GUXND,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,No +1894-IGFSG,Female,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,Yes +7379-POKDZ,Male,0,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Yes +1266-NZYUI,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),66.85,4758.8,No +7969-FFOWG,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,No +4718-DHSMV,Female,0,No,No,11,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,No +5175-WLYXL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,No +7817-OMJNA,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,No +8728-SKJLR,Male,0,No,No,41,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,No +3137-NYQQI,Male,0,Yes,No,17,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,No +7706-DZNKK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,No +0236-HFWSV,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,Yes +3900-AQPHZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes +5842-POCOP,Female,0,Yes,No,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,Yes +2037-XJFUP,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,Yes +8823-RLPWL,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,No +9505-SQFSW,Female,0,Yes,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,No +7314-OXENN,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.0,184.65,Yes +3758-CKOQL,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.0,6152.3,No +0322-CHQRU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,Yes +5676-CFLYY,Male,0,Yes,Yes,71,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,No +7521-AFHAB,Female,0,Yes,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,No +0285-INHLN,Male,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,No +4678-DVQEO,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,Yes +5125-CNDSP,Male,0,No,Yes,63,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,No +0691-IFBQW,Female,1,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.0,4874.8,Yes +4992-LTJNE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,No +2202-OUTMO,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,No +0810-BDHAW,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,No +0229-LFJAF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.65,4908.25,No +7131-ZQZNK,Female,0,Yes,Yes,60,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,No +3442-ZHHCC,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023,No +5726-CVNYA,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,No +9871-ELEYA,Female,0,No,Yes,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,No +4257-GAESD,Female,0,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45.0,298.7,No +5173-WXOQV,Male,0,Yes,No,2,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,No +2040-OBMLJ,Male,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,No +6286-ZHAOK,Female,0,Yes,Yes,20,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,No +3807-XHCJH,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,20,No +3009-JWMPU,Male,0,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,Yes +5671-RQRLP,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,No +1450-GALXR,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,Yes +8859-AXJZP,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,No +3174-AKMAS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,No +3138-BKYAV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,Yes +9926-PJHDQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,No +7382-DFJTU,Male,0,No,No,18,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,No +2798-NYLMZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616,No +4289-DTDKW,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,Yes +1820-TQVEV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes +2239-JALAW,Male,0,No,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,Yes +4853-RULSV,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.0,7250.15,Yes +8098-TDCBU,Female,0,Yes,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,No +3551-GAEGL,Male,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,No +4785-NKHCX,Male,1,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,No +3196-NVXLZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,No +6275-YDUVO,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,Yes +0036-IHMOT,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,No +0115-TFERT,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,Yes +4178-EGMON,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88.0,5986.45,No +4220-TINQT,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,No +5318-YKDPV,Male,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,No +7975-TZMLR,Male,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,No +0295-QVKPB,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,No +4335-BSMJS,Female,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,No +2311-QYMUQ,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,Yes +3643-AHCFP,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,Yes +9146-JRIOX,Female,0,Yes,Yes,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,No +3104-OWCGK,Male,0,Yes,Yes,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,90.95,5453.4,Yes +5337-IIWKZ,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,No +9101-BWFSS,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,Yes +9650-VBUOG,Male,0,Yes,Yes,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,No +3487-EARAT,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,No +2672-TGEFF,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,No +9231-ZJYAM,Female,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,Yes +4250-WAROZ,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,No +8184-WMOFI,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,No +6982-SSHFK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes +6092-QZVPP,Male,0,No,No,36,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,No +4625-LAMOB,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,No +0727-BMPLR,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.0,5509.3,Yes +0392-BZIUW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.0,7589.8,No +1038-ZAGBI,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Yes +6549-NNDYT,Female,0,No,No,13,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,No +3027-ZTDHO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,Yes +0422-OHQHQ,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,No +6916-HIJSE,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,No +2316-ESMLS,Female,0,Yes,Yes,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,No +9778-OGKQZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.0,6782.15,No +7408-OFWXJ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,No +6007-TCTST,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,No +2252-NKNSI,Male,0,No,Yes,52,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,No +8713-IGZSO,Male,0,No,No,2,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62,No +7905-TVXTA,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,No +7695-PKLCZ,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,No +2382-BCKQJ,Female,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,Yes +8374-UULRV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,No +2207-NHRJK,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,Yes +3224-DFQNQ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.0,5898.6,No +5275-PMFUT,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,No +4795-UXVCJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,No +9777-IQHWP,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,No +0947-MUGVO,Male,1,Yes,No,20,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Yes +9944-HKVVB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,Yes +4124-MMETB,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,Yes +3671-SHRSP,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,319.15,Yes +0979-MOZQI,Male,0,Yes,No,62,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39.0,2337.45,No +2732-ISEZX,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,No +3313-QKNKB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,Yes +0323-XWWTN,Male,0,No,Yes,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,No +1937-OTUKY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,No +1573-LGXBA,Male,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598,No +1764-VUUMT,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,No +5073-WXOYN,Female,0,No,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,Yes +4713-ZBURT,Male,0,No,Yes,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,No +3050-GBUSH,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,No +0207-MDKNV,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,Yes +7876-AEHIG,Female,0,No,Yes,51,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077,No +7945-HLKEA,Female,0,No,No,60,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,No +9342-VNIMQ,Male,0,No,No,33,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,No +9851-KIELU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,Yes +3523-BRGUW,Male,1,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,No +3908-BLSYF,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,Yes +3199-NPKCN,Female,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,No +5170-PTRKA,Female,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782,No +4661-NJEUX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,No +2123-AGEEN,Female,1,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,No +1258-YMZNM,Female,1,No,No,27,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,No +0048-LUMLS,Male,0,Yes,Yes,37,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,No +7549-MYGPK,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,Yes +5898-IGSLP,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823,No +3804-RVTGV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Yes +6259-WJQLC,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,No +9227-LUNBG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,Yes +7997-EASSD,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,No +0730-KOAVE,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,No +8975-SKGRX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,No +0678-RLHVP,Female,0,No,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,No +4315-MURBD,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,Yes +2267-FPIMA,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,No +1051-GEJLJ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,No +9734-YWGEX,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,Yes +2719-BDAQO,Male,0,No,No,17,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,Yes +5285-MVEHD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,No +0379-DJQHR,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,No +0781-LKXBR,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,Yes +5543-QDCRY,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,No +0297-RBCSG,Male,0,No,No,19,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,No +4694-PHWFW,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,No +0835-JKADZ,Female,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,No +1907-UBQFC,Male,1,No,No,10,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,Yes +7508-SMHXL,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89.0,1288.3,No +3865-YIOTT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,No +5993-BQHEA,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267,No +6024-RUGGH,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,No +6513-EECDB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Yes +3956-CJUST,Female,1,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,No +4079-WWQQQ,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,No +6103-BOCOU,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193,No +5149-TGWDZ,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,No +7471-WNSUF,Male,0,Yes,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,No +8942-DBMHZ,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,No +4301-VVZKA,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,No +9199-PWQVC,Female,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,No +4824-GUCBY,Female,1,No,No,22,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,No +5393-HJZSM,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,No +7074-IEVOJ,Female,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,Yes +9625-QSTYE,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.15,952.3,Yes +0862-PRCBS,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,No +8812-ZRHFP,Female,0,Yes,Yes,30,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,No +5146-CBVOE,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,No +0454-OKRCT,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,No +5787-KXGIY,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,No +4750-ZRXIU,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,Yes +4198-VFOEA,Female,0,No,No,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,No +6630-UJZMY,Female,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,No +5709-LVOEQ,Female,0,Yes,Yes,0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,80.85, ,No +6400-BWQKW,Female,0,No,No,6,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Yes +2692-AQCPF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,No +0347-UBKUZ,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,No +0835-DUUIQ,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,No +0811-GSDTP,Female,0,No,Yes,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,No +7567-ECMCM,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001,No +6115-ZTBFQ,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,No +6353-BRMMA,Female,0,Yes,Yes,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,No +6680-WKXRZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Yes +6231-WFGFH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,No +9904-EHEVJ,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,No +7028-DVOIQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,Yes +6169-PPETC,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,No +4208-UFFGW,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,Yes +8584-KMVXD,Female,0,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,No +8467-WYNSR,Male,0,No,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,No +0851-DFJKB,Female,0,No,No,15,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,No +5382-SOYZL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,No +9448-REEVD,Male,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Yes +3261-CQXOL,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,No +8388-FYNPZ,Male,0,No,No,4,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,No +4002-BQWPQ,Male,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,No +5651-YLPRD,Female,0,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,No +2826-DXLQO,Male,1,Yes,No,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,No +4378-BZYFP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,No +9489-UTFKA,Male,1,Yes,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,No +4849-PYRLQ,Female,1,No,No,56,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,No +9117-SHLZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes +9889-TMAHG,Male,1,No,No,8,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,Yes +4541-RMRLG,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Yes +7764-BDPEE,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,No +3429-IFLEM,Female,0,No,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,No +3158-MOERK,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,174.8,Yes +7294-TMAOP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,Yes +5002-GCQFH,Male,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,No +0556-FJEGU,Male,0,No,No,58,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,No +8919-FYFQZ,Male,1,Yes,No,44,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Yes +0604-THJFP,Female,0,Yes,Yes,59,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,No +2834-JRTUA,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,Yes +5875-YPQFJ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes +5879-SESNB,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,No +6646-QVXLR,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,Yes +6461-PPAXN,Female,0,Yes,Yes,35,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916,No +3318-ISQFQ,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413,No +1106-HRLKZ,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,No +2483-XSSMZ,Female,0,No,No,39,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,47.85,1886.4,No +8603-IJWDN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,Yes +8165-ZJRNM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,No +9369-XFEHK,Female,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Yes +2604-XVDAM,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,No +3717-OFRTN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,No +9046-JBFWA,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,No +3280-NMUVX,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,No +1206-EHBDD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,No +8361-LBRDI,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,No +4883-KCPZJ,Female,0,Yes,Yes,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,No +9108-EQPNQ,Female,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,No +7277-KAMWT,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,268.45,No +3842-IYKUE,Female,0,No,No,35,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,Yes +6641-XRPSU,Female,0,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.0,2416.1,Yes +1374-DMZUI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,Yes +2545-LXYVJ,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,No +3234-VKACU,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,No +8357-EQXFO,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,Yes +1989-PRJHP,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Yes +8120-JDCAM,Male,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,No +8917-FAEMR,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,No +7047-YXDMZ,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,417.7,No +2858-EIMXH,Female,1,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.85,5016.25,No +9524-EGPJC,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Yes +6993-OHLXR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,Yes +8818-XYFCQ,Male,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,Yes +6419-ZTTLE,Male,1,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,No +0929-HYQEW,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,No +6614-YOLAC,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,No +7426-RHZGU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,No +4065-JJAVA,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,No +4695-VADHF,Male,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,Yes +3863-IUBJR,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,Yes +7649-SIJJF,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,No +9361-YNQWJ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,No +3748-FVMZZ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,No +9391-TTOYH,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,No +1452-XRSJV,Female,0,Yes,Yes,39,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,2066,No +3422-WJOYD,Male,0,Yes,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,No +8242-SOQUO,Female,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,No +7460-ITWWP,Female,1,Yes,No,45,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,No +7147-AYBAA,Male,0,No,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,No +7868-TMWMZ,Female,1,Yes,No,60,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.0,6668.35,No +4822-RVYBB,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,Yes +6732-FZUGP,Female,0,No,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,No +8436-BJUMM,Male,0,Yes,Yes,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,Yes +4184-TJFAN,Female,1,Yes,Yes,3,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,Yes +8329-GWVPJ,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,No +1352-VHKAJ,Male,0,Yes,Yes,27,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,No +4145-UQXUQ,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,Yes +2632-TACXW,Female,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,No +8146-QQKZH,Female,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,No +1767-CJKBA,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,No +6445-TNRXS,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,No +4581-LNWUM,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,No +4869-EPIUS,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Electronic check,80.9,4557.5,No +9948-YPTDG,Male,0,Yes,No,38,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Yes +1236-WFCDV,Male,1,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,Yes +1915-OAKWD,Female,0,No,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,No +7296-PIXQY,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,1046.5,No +4883-QICIH,Male,0,Yes,Yes,32,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Yes +3354-OADJP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,No +3524-WQDSG,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,No +0810-DHDBD,Female,0,No,No,52,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.0,3877.65,No +4026-SKKHW,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.25,152.3,No +2829-HYVZP,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,No +8329-IBCTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes +1271-SJBGZ,Male,1,No,No,12,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Yes +3845-JHAMY,Female,0,Yes,Yes,16,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,No +7013-PSXHK,Female,0,No,No,40,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,No +5669-SRAIP,Female,0,No,No,5,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,Yes +5981-ITEMU,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,Yes +3486-NPGST,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,No +6941-PMGEP,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.0,412.5,Yes +1624-WOIWJ,Female,0,No,No,10,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.7,832.05,Yes +2074-GKOWZ,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,Yes +0376-YMCJC,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,Yes +6100-FJZDG,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,No +4829-ZLJTK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,No +1730-VFMWO,Female,0,Yes,No,34,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,No +7143-BQIBA,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,No +3800-LYTRK,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,No +0634-SZPQA,Female,0,No,No,23,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,Yes +9646-NMHXE,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,No +7030-NJVDP,Male,0,Yes,No,24,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,No +5536-RTPWK,Male,0,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,Yes +8883-GRDWQ,Male,1,No,No,20,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.0,1055.9,No +6166-ILMNY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Yes +3097-NNSPB,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Yes +7771-ZONAT,Male,0,No,No,22,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,No +0655-RBDUG,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713,Yes +2111-DWYHN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,No +4194-WHFCB,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,No +4121-AGSIN,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,No +4361-BKAXE,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,Yes +9845-PEEKO,Female,1,No,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Two year,Yes,Credit card (automatic),79.2,4590.35,No +0455-XFASS,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,No +0301-KOBTQ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,No +1751-NCDLI,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,No +4367-NUYAO,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75, ,No +9878-TNQGW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,Yes +9170-ARBTB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,No +4441-NIHPT,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Yes +8999-BOHSE,Female,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,Yes +7241-AJHFS,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,No +7029-RPUAV,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,Yes +4546-FOKWR,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,No +9036-CSKBW,Female,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),107.45,5680.9,No +5832-TRLPB,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,No +8590-YFFQO,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,No +8659-IOOPU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,No +1338-CECEE,Male,0,Yes,Yes,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,No +7439-DKZTW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,No +4646-QZXTF,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,No +4607-CHPCA,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,90.4,2178.6,Yes +9742-XOKTS,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,No +6921-OZMFH,Male,0,Yes,Yes,5,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,No +9578-FOMUK,Male,0,No,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,No +4712-UYOOI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,417.65,No +8824-RWFXJ,Male,0,Yes,Yes,3,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,Yes +7722-CVFXN,Male,0,Yes,Yes,54,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,No +8717-VCTXJ,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,No +7363-QTBIW,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,No +4159-NAAIX,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253,No +0971-QIFJK,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,No +9397-TZSHA,Female,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,No +3391-JSQEW,Male,0,Yes,No,40,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,No +0343-QLUZP,Male,0,No,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,No +9763-PDTKK,Female,0,No,No,4,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Yes +2176-LVPNX,Female,1,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,No +7627-JKIAZ,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Yes +3312-UUMZW,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,No +1271-UODNO,Male,0,No,No,39,Yes,Yes,DSL,No,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),53.85,2200.7,No +8461-EFQYM,Female,0,No,No,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,No +6900-RBKER,Male,0,No,No,52,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,No +6891-JPYFF,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,No +1459-QNFQT,Male,0,Yes,Yes,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,No +1047-NNCBF,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,No +3696-XRIEN,Female,0,No,No,50,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,No +4081-DYXAV,Female,0,No,No,19,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,Yes +0074-HDKDG,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611,No +8791-GFXLZ,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,No +8111-SLLHI,Male,1,Yes,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,Yes +0927-LCSMG,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,Yes +9330-DHBFL,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,No +0098-BOWSO,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,No +3452-ABWRL,Male,1,No,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,No +5859-HZYLF,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,No +8257-RZAHR,Female,0,Yes,No,14,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941,Yes +5293-WXJAK,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,Yes +3156-QLHBO,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,No +2208-NQBCT,Female,0,Yes,Yes,26,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,No +1779-PWPMG,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,No +6621-NRZAK,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1209.25,No +0831-JNISG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,No +0774-IFUVM,Male,0,Yes,Yes,11,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,No +3082-WQRVY,Male,1,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,No +9553-DLCLU,Female,0,No,Yes,13,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,No +1641-BYBTK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,No +2460-NGXBJ,Male,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,No +2446-ZKVAF,Male,0,Yes,No,18,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,No +0841-NULXI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.55,35.55,Yes +3522-CDKHF,Female,0,Yes,No,32,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,No +1430-SFQSA,Male,0,No,No,29,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,No +0411-EZJZE,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,No +7851-WZEKY,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,Yes +8844-TONUD,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,96.65,1162.85,Yes +8807-ARQET,Female,0,No,No,41,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,No +8992-CEUEN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,No +4320-QMLLA,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,No +8777-PVYGU,Female,0,Yes,No,52,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,No +8292-ITGYJ,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,No +6870-ZWMNX,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,No +0621-CXBKL,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,No +5268-DSMNQ,Female,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,No +5334-JLAXU,Female,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,No +4086-YQSNZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,Yes +6242-MBHPK,Female,1,Yes,No,23,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,No +5868-CZJDR,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,Yes +9359-UGBTK,Female,0,No,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,No +0135-NMXAP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,Yes +4782-OSFXZ,Female,1,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,No +6479-OAUSD,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,No +7129-ACFOG,Female,0,No,No,5,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,No +4189-NAKJS,Male,0,No,No,26,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,No +5562-BETPV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,No +1282-IHQAC,Male,1,No,No,70,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,No +9127-FHJBZ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.0,8093.15,No +6270-OMFIW,Male,0,Yes,No,60,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,Yes +1641-RQDAY,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,No +0107-WESLM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Yes +6994-ORCWG,Female,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,No +1346-UFHAX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.0,1029.35,No +3992-YWPKO,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,Yes +2933-XEUJM,Female,0,No,No,46,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,No +0125-LZQXK,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,Yes +5461-QKNTN,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,No +4835-YSJMR,Male,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,No +8399-YNDCH,Male,1,No,No,21,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,Yes +3164-YAXFY,Male,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196,No +0887-WBJVH,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,No +4660-IRIBM,Male,0,Yes,Yes,18,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,No +5673-FSSMF,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,Yes +7670-ZBPOQ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,No +8089-UZWLX,Female,1,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,No +0080-OROZO,Female,0,No,No,35,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.25,3532,No +3916-NRPAP,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,No +6807-SIWJI,Male,0,No,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,No +8221-HVAYI,Male,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,No +1579-KLYDT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,Yes +5232-NXPAY,Female,0,No,No,47,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,74.45,3510.3,No +8967-SZQAS,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,No +4468-KAZHE,Female,1,Yes,No,20,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.0,1259.35,No +0455-ENTCR,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,No +8944-AILEF,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,No +5542-NKVRU,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,No +7126-RBHSD,Female,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,78.9,1348.95,No +5370-IIVVL,Male,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778,No +6789-HJBWG,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,No +3927-NLNRY,Male,0,Yes,No,53,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,Yes +9087-EYCPR,Female,0,No,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1505.05,No +6791-YBNAK,Male,0,Yes,Yes,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,No +6358-LYNGM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes +6077-BDPXA,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,No +0013-MHZWF,Female,0,No,Yes,9,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,No +5494-HECPR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,Yes +8268-YDIXR,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,No +9824-BEMCV,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,1149.65,Yes +1373-ORVIZ,Female,0,Yes,Yes,11,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Yes +4291-SHSBH,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,No +6980-IMXXE,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,No +9866-QEVEE,Male,0,No,No,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86.0,1532.45,Yes +9897-KXHCM,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.3,250.05,Yes +0040-HALCW,Male,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,No +0784-GTUUK,Male,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,No +7979-CORPM,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Yes +2294-DMMUS,Female,0,Yes,Yes,62,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,No +0872-JCPIB,Male,0,No,No,17,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,No +3055-MJDSB,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,No +9091-WTUUY,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,No +1618-CFHME,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,Yes +3165-HDOEW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes +6581-NQCBA,Female,0,Yes,No,16,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,Yes +7115-IRDHS,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,No +8496-DMZUK,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,No +2040-VZIKE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,No +9068-VPWQQ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,No +0178-SZBHO,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,No +0384-RVBPI,Male,0,No,No,20,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,No +1689-MRZQR,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,Yes +1299-AURJA,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,No +4525-VZCZG,Male,0,No,Yes,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,No +1543-LLLFT,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,No +5835-BEQEU,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Yes +2788-CJQAQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,No +5565-FILXA,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,Yes +0319-QZTCO,Female,0,Yes,Yes,3,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,No +2120-SMPEX,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,No +0096-FCPUF,Male,0,No,No,30,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,No +0668-OGMHD,Female,0,Yes,No,21,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,28.5,629.35,No +5552-ZNFSJ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes +2223-KAGMX,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Yes +6507-ZJSUR,Male,1,Yes,No,23,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,No +9408-HRXRK,Female,0,Yes,Yes,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,No +5593-SUAOO,Female,0,Yes,Yes,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,No +7321-PKUYW,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,Yes +2833-SLKDQ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,Yes +6766-HFKLA,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,No +7595-EUIVN,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,Yes +7617-EYGLW,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No +2026-TGDHM,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,Yes +9220-ZNKJI,Female,1,Yes,No,55,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,No +4030-VPZBD,Female,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,Yes +2226-ICFDO,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,No +0723-VSOBE,Female,1,No,No,45,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,No +5529-GIBVH,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,No +4187-CINZD,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,Yes +9992-UJOEL,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,No +4741-WWJQZ,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.15,194.55,No +6625-UTXEW,Female,0,Yes,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,No +6818-WOBHJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Yes +6244-BESBM,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,No +1004-NOZNR,Male,1,No,Yes,56,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,No +1251-STYSZ,Female,1,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,No +2612-PHGOX,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,No +2408-TZMJL,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,Yes +8480-PPONV,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,No +8780-IHCRN,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,No +4598-ZADCK,Female,0,No,No,53,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,No +1257-SXUXQ,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,No +9681-KYGYB,Male,1,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,No +7182-OVLBJ,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,No +5095-ETBRJ,Female,0,Yes,No,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,No +7005-CYUIL,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,No +4821-WQOYN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,No +4730-AWNAU,Male,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,No +3452-FLHYD,Male,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,No +2388-LAESQ,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,No +9531-NSBMR,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,No +6260-ONULR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,No +4389-UEFCZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544,No +8711-LOBKY,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,No +9134-CEQMF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,Yes +8985-OOPOS,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,No +8800-ZKRFW,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,No +2616-FLVQC,Male,0,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,No +9968-FFVVH,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,No +3108-PCCGG,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,No +7993-PYKOF,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.0,632.95,Yes +8390-FESFV,Female,0,No,No,62,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,No +3022-BEXHZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,No +5027-XWQHA,Male,0,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,Yes +6248-TKCQV,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,No +6729-GDNGC,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,No +6198-ZFIOJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,402.5,No +5989-OMNJE,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,No +4566-QVRRW,Female,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Yes +1291-CUOCY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,No +9795-SHUHB,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,No +3230-IUALN,Female,0,Yes,Yes,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,81.0,3533.6,No +0042-RLHYP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,No +8519-IMDHU,Male,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Yes +4945-RVMTE,Female,0,No,No,28,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,No +0201-OAMXR,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,Yes +1866-NXPSP,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,No +3372-KWFBM,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281,Yes +7831-QGOXH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,Yes +6393-WRYZE,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,Yes +3941-XTSKM,Male,0,Yes,Yes,42,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,No +1661-CZBAU,Male,0,No,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,No +6599-RCLCJ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,Yes +9831-BPFRI,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,Yes +5158-RIVOP,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,No +9788-YTFGE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,No +9277-JOOMO,Female,0,No,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,No +1907-YLNYW,Male,0,No,No,8,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579,No +1725-MIMXW,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Yes +8947-YRTDV,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,No +3161-ONRWK,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),65.85,3928.3,No +0114-RSRRW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,No +4565-NLZBV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,No +0031-PVLZI,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Yes +7206-GZCDC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes +6682-VCIXC,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,No +4791-QRGMF,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,Yes +6475-VHUIZ,Female,0,Yes,No,23,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,1221.55,No +3910-MRQOY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,No +0661-WCQNQ,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),56.25,1292.2,No +7537-RBWEA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,No +4656-CAURT,Male,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,No +0121-SNYRK,Male,0,No,No,50,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,No +1768-ZAIFU,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Yes +4671-LXRDQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.0,96.45,Yes +3733-LSYCE,Female,0,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,No +6265-FRMTQ,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,No +1934-SJVJK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes +3838-OZURD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.0,7133.25,Yes +1371-DWPAZ,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),56.05, ,No +9269-CQOOL,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,Yes +2017-CCBLH,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,141.6,No +7690-KPNCU,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,No +0536-BGFMZ,Female,0,Yes,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,No +2293-IJWPS,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.75,5985,No +2845-HSJCY,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,Yes +5469-NUJUR,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,No +1184-PJVDB,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,Yes +2625-TRCZQ,Female,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,No +4102-HLENU,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,No +7266-GSSJX,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,No +7722-VJRQD,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,No +7073-QETQY,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,No +9415-DPEWS,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,Yes +5624-RYAMH,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,No +0196-JTUQI,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,No +7130-YXBRO,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,No +9272-LSVYH,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,No +7943-RQCHR,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,Yes +3793-MMFUH,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290,Yes +3249-ZPQRG,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,Yes +2568-BRGYX,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Yes +3084-DOWLE,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6474.4,No +1084-MNSMJ,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,No +7721-JXEAW,Male,0,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Yes +7249-WBIYX,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,Yes +4238-HFHSN,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,No +6250-CGGUN,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,No +5478-JJVZK,Female,0,No,No,33,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,No +7596-IIWYC,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,No +6567-HOOPW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,Yes +9793-WECQC,Male,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.3,2192.9,No +4291-HPAXL,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No +8999-YPYBV,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,No +1839-FBNFR,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,No +3164-AALRN,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70.0,347.4,Yes +3071-MVJCD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,No +1697-BCSHV,Female,0,Yes,Yes,58,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,No +0562-KBDVM,Female,0,No,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),44.6,3058.15,No +1131-SUEKT,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,No +3717-OEAUQ,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,No +4538-WNTMJ,Female,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,No +3334-CTHOL,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Yes +4704-ERYFC,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554,Yes +9432-RUVSL,Female,0,No,No,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,No +8060-HIWJJ,Male,0,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,No +7684-XSZIY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,No +9089-UOWJG,Female,0,Yes,Yes,12,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,No +8621-MNIHH,Female,1,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,Yes +8039-ACLPL,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,No +9885-AIBVB,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,No +1934-MKPXS,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,No +2592-YKDIF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No +2272-JKMSI,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,No +0471-LVHGK,Male,0,Yes,No,41,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73.0,3001.2,Yes +9518-RWHZL,Female,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,Yes +8714-CTZJW,Female,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,No +3569-EDBPQ,Female,0,No,No,24,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,No +3131-NWVFJ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,No +7521-YXVZY,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,No +5419-CONWX,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Yes +6240-EURKS,Female,0,No,Yes,18,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.0,553,Yes +2373-NTKOD,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,No +1970-KKFWL,Female,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,No +6960-HVYXR,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.0,76,Yes +9337-SRRNI,Male,0,No,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,No +0895-UADGO,Male,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,44.55,343.45,No +5678-VFNEQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,No +5977-CKHON,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039,No +7024-OHCCK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,170.85,Yes +2692-BUCFV,Male,1,No,No,29,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,No +7861-UVUFT,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.3,1308.4,Yes +1830-GGFNM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,No +5302-BDJNT,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,95.5,3418.2,No +5223-UZAVK,Male,0,No,No,64,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,No +4859-ZSRDZ,Female,0,Yes,Yes,58,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,No +5651-WYIPH,Female,1,No,No,18,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,No +9350-VLHMB,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,No +3498-LZGQZ,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,No +8785-CJSHH,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,No +5357-TZHPP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Yes +3870-SPZSI,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,No +0680-DFNNY,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,1504.05,Yes +7560-QRBXH,Female,0,No,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,No +7077-XJMET,Male,0,Yes,No,12,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,No +8752-GHJFU,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92.0,6585.2,No +6896-SRVYQ,Male,1,No,No,44,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,No +7767-UXAGJ,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Yes +4652-ODEVH,Male,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,No +6510-UPNKS,Female,0,No,No,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,No +6718-BDGHG,Female,0,Yes,No,43,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,No +9046-DQMTP,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,No +6439-LAJXL,Male,0,Yes,No,9,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,68.95,593.85,No +1571-SAVHK,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,Yes +9052-VKDUW,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,No +9546-CQJSU,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,Yes +1666-JZPZT,Male,0,No,No,27,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.0,1291.35,No +5777-KJIRB,Female,0,No,No,40,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,50.25,2023.55,No +0506-LVNGN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Yes +7677-SJJJK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,No +2480-EJWYP,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,No +3253-HKOKL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,No +7055-HNEOJ,Male,0,Yes,No,3,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,No +5514-YQENT,Male,0,No,Yes,41,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,No +3211-AAPKX,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,No +8445-DNBAE,Male,0,No,Yes,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,No +2951-QOQTK,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,Yes +2958-NHPPS,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,No +6806-YDEUL,Female,1,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,No +1735-XMJVH,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,No +6890-PFRQX,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,69.5,1199.4,No +0222-CNVPT,Male,1,No,No,52,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,No +5899-OUVKV,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,No +8681-ICONS,Male,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,No +1621-YNCJH,Female,0,Yes,No,36,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,No +3473-XIIIT,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,1534.75,Yes +6362-QHAFM,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,No +7893-IXHRQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Yes +3070-BDOQC,Female,0,No,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,No +2952-QAYZF,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,Yes +6234-PFPXL,Male,0,Yes,No,22,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,No +9824-QCJPK,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,666.75,No +4763-PGDPO,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281,Yes +4283-IVYCI,Male,0,No,No,9,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,No +1866-OBPNR,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.6,74.6,No +8205-MQUGY,Male,0,Yes,Yes,12,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,No +8970-ANWXO,Female,0,No,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,73.75,1756.6,No +9480-BQJEI,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,No +5394-SVGJV,Male,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,Yes +6979-TNDEU,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,No +9777-WJJPR,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,No +9283-LZQOH,Male,0,Yes,Yes,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Yes +7079-QRCBC,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,Yes +9495-SKLKD,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,No +6048-UWKAL,Female,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,No +5067-DGXLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,No +5469-CTCWN,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106.0,6547.7,Yes +9851-QXEEQ,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,Yes +6281-FKEWS,Female,0,No,No,44,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265,No +8898-KASCD,Male,0,No,No,39,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,No +9242-TKFSV,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,No +9290-SHCMB,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,No +0743-HNPFG,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,No +2277-BKJKN,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,No +9809-IMGCQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,Yes +5208-HFSBT,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Yes +5035-PGZXH,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,No +8695-WDYEA,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.25,51.25,No +6543-JXSOO,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,No +8016-ZMGMO,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,No +8605-ITULD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +3254-YRILK,Male,1,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,Yes +6416-YJTTB,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,No +2667-WYLWJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145,Yes +4472-VESGY,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,No +3195-TQDZX,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,No +3128-YOVTD,Female,0,Yes,Yes,51,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,No +0529-ONKER,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Yes +1728-CXQBE,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,No +7041-TXQJH,Female,0,No,No,37,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,No +5014-GSOUQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,No +5724-BIDBU,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,No +0481-SUMCB,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,No +1769-GRUIK,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,No +5240-IJOQT,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +8819-WFGGJ,Male,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,No +7427-AUFPY,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,No +2811-POVEX,Female,1,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,No +1092-GANHU,Male,0,No,No,17,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Yes +7898-PDWQE,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,No +9972-EWRJS,Female,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,No +9314-IJWSQ,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,1203.9,No +0661-XEYAN,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Yes +5799-JRCZO,Female,0,No,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,No +1921-KYSAY,Female,0,No,No,41,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,No +6198-RTPMF,Female,0,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,No +2924-KHUVI,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,No +1925-GMVBW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,No +7881-EVUAD,Female,0,No,No,2,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,Yes +6184-DYUOB,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,No +9207-ZPANB,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,No +5766-XQXMQ,Female,0,No,No,29,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Yes +9327-QSDED,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,No +1656-DRSMG,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,No +3012-VFFMN,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,No +2984-AFWNC,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,No +0640-YJTPY,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1493.75,No +8096-LOIST,Female,0,No,No,19,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,No +9764-REAFF,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,No +3703-VAVCL,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90.0,190.05,Yes +7107-UBYKY,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,No +4881-GQJTW,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,No +8519-QJGJD,Female,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Yes +7876-DNYAP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,No +7905-NJMXS,Male,1,Yes,No,7,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,64.2,475,No +2882-WDTBA,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,No +2091-GPPIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,No +6326-MTTXK,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,Yes +5071-FBJFS,Female,0,Yes,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.3,217.1,No +2796-UUZZO,Male,0,Yes,Yes,63,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,No +2429-AYKKO,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,No +9798-OPFEM,Female,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,No +0330-IVZHA,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,Yes +3794-NFNCH,Male,0,Yes,No,30,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,1474.9,No +5193-QLVZB,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,No +7114-AEOZE,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,No +2886-KEFUM,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,Yes +5522-NYKPB,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,No +4237-RLAQD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes +9957-YODKZ,Male,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,No +6518-KZXCB,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,No +2245-ADZFJ,Female,0,Yes,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,No +7776-QGYJC,Female,0,Yes,Yes,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,No +9313-QOLTZ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,No +9651-GTSAQ,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,Yes +3186-BAXNB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,Yes +4672-FOTSD,Male,0,No,No,12,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,No +0637-YLETY,Female,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Yes +9818-XQCUV,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,No +7338-ERIVA,Male,0,No,Yes,39,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,No +1157-BQCUW,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Yes +8259-NFJTV,Female,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,No +3223-DWFIO,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,No +2660-EMUBI,Male,1,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,Yes +6968-GMKPR,Female,0,No,No,55,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,No +4751-ERMAN,Male,0,Yes,Yes,72,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,No +1436-ZMJAN,Female,0,Yes,No,10,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,No +3292-PBZEJ,Male,1,No,No,11,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,No +0799-DDIHE,Female,0,Yes,Yes,15,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,No +3070-FNFZQ,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,No +2812-SFXMJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +7675-OZCZG,Female,1,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.0,127.1,Yes +5014-WUQMG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,No +5312-TSZVC,Female,0,No,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,No +2003-CKLOR,Male,0,No,No,66,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,Yes +0993-OSGPT,Female,1,Yes,No,68,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,No +9254-RBFON,Female,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,Yes +1205-WNWPJ,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,Yes +9391-EOYLI,Male,1,Yes,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,Yes +7108-DGVUU,Female,1,Yes,No,21,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,No +2782-JEEBU,Male,0,No,No,21,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.0,780.15,No +5127-BZENZ,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),65.2,3512.15,No +2720-FVBQP,Female,0,Yes,Yes,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,No +9906-NHHVC,Female,1,No,No,65,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,No +4522-XRWWI,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,No +3766-EJLFL,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,No +5939-SXWHM,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,No +8152-UOBNY,Female,1,No,No,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,No +7351-KYHQH,Female,1,No,No,7,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,No +7643-RCHXS,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,No +8246-SHFGA,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,No +8387-MOJJT,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384,Yes +0620-XEFWH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,No +6485-QXWWE,Female,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.0,1638.7,No +2761-OCIAX,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,165.4,Yes +7321-VGNKU,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,No +5327-CNLUQ,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,No +7552-KEYGT,Male,0,Yes,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,No +5816-JMLGY,Female,0,Yes,Yes,70,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,No +3068-OMWZA,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,88.8,Yes +2927-QRRQV,Male,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,No +6032-KRXXO,Male,0,No,No,30,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,Yes +7459-RRWQZ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Yes +6265-SXWBU,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,No +7941-RCJOW,Male,0,No,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,No +6374-NTQLP,Male,1,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,No +4154-AQUGT,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Yes +2387-KDZQY,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,No +3584-WKTTW,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,No +3399-BMLVW,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,No +1971-DTCZB,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,No +3092-IGHWF,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,Yes +3374-PZLXD,Male,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,No +3813-DHBBB,Male,0,Yes,No,67,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,No +2812-REYAT,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,No +6518-PPLMZ,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,No +4939-KYYPY,Male,0,No,No,27,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,No +8017-LXHFA,Female,1,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,Yes +5930-GBIWP,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,No +6022-KOUQO,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,No +6352-TWCAU,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,Yes +2361-UPSND,Female,0,Yes,No,46,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,No +6035-RIIOM,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,No +2929-QNSRW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,Yes +1262-OPMFY,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Yes +9504-DSHWM,Male,0,No,No,20,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,No +5035-BVCXS,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,No +6267-DCFFZ,Female,1,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,No +3533-UVMOM,Male,0,Yes,No,68,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,No +2439-LYPMQ,Male,1,Yes,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,No +4248-QPAVC,Female,1,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Yes +1899-VXWXM,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,Yes +1478-VPOAD,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,No +9995-HOTOH,Male,0,Yes,Yes,63,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,59.0,3707.6,No +2988-PLAHS,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,No +1371-OJCEK,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,No +4999-IEZLT,Male,0,No,No,66,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,No +8883-ANODQ,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,No +4690-LLKUA,Male,1,No,No,17,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Yes +2351-RRBUE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,No +5980-BDHPY,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,No +1498-DQNRX,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,No +9469-WEJBT,Male,0,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,No +3331-HQDTW,Female,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,Yes +9490-DFPMD,Female,1,No,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,Yes +2581-VKIRT,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,No +5442-XSDCW,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,Yes +7426-WEIJX,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,No +2851-MMUTZ,Female,0,No,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,No +3049-NDXFL,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.8,85.8,Yes +8580-AECUZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,Yes +3307-TLCUD,Male,0,Yes,No,17,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,34.4,592.75,No +6625-FLENO,Male,0,Yes,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,No +2967-MXRAV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,No +7963-GQRMY,Female,0,Yes,Yes,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,Yes +8189-HBVRW,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.8,4921.2,No +4163-KIUHY,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,No +1228-FZFRV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,Yes +3500-NSDOA,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,No +1171-TYKUR,Male,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,No +3761-FLYZI,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,No +2058-DCJBE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,Yes +5364-XYIRR,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,Yes +4829-AUOAX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,Yes +1219-NNDDO,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,No +8388-DMKAE,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,No +4403-BWPAY,Male,0,No,No,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,No +9659-QEQSY,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,No +5405-ZMYXQ,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,No +5047-LHVLY,Male,1,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Yes +1442-OKRJE,Male,0,Yes,Yes,66,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,No +4737-AQCPU,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),72.1,5016.65,No +9158-VCTQB,Female,0,Yes,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Yes +2808-CHTDM,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,No +6311-UEUME,Female,0,No,No,29,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,Yes +0793-TWELN,Female,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,No +3283-WCWXT,Male,0,Yes,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,No +1060-ENTOF,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,No +0999-QXNSA,Male,1,No,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,No +5451-MHQOF,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,No +4836-WNFNO,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1849.2,No +9225-BZLNZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,No +0354-VXMJC,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,No +4422-QVIJA,Female,0,No,Yes,35,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,No +9365-SRSZE,Male,1,Yes,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,No +6839-ITVZJ,Female,0,Yes,Yes,26,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,Yes +8332-OSJDW,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,No +4735-BJKOU,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,No +0274-JKUJR,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,No +5740-YHGTW,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,No +8917-SZTTJ,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,No +1696-MZVAU,Male,0,Yes,Yes,39,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,No +7359-WWYJV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,No +0375-HVGXO,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,34.7,34.7,Yes +4906-ZHGPK,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770,No +8593-WHYHV,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,Yes +3795-GWTRD,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,No +1298-PHBTI,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,No +6223-DHJGV,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,No +6961-MJKBO,Male,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943,No +6097-EQISJ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,Yes +4423-YLHDV,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Yes +8158-WPEZG,Male,0,No,No,11,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,No +0107-YHINA,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,Yes +4918-FYJNT,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,No +0727-BNRLG,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,No +4854-CIDCF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,No +8640-SDGKB,Male,0,No,No,4,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,Yes +3280-MRDOF,Male,1,No,No,30,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,No +6435-SRWBJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,No +9964-WBQDJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,No +6303-KFWSL,Female,0,No,No,29,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,No +1702-CCFNJ,Male,0,Yes,No,52,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,No +8932-CZHRQ,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,No +0386-CWRGM,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,No +5515-RUGKN,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,No +0404-AHASP,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,No +7279-NMVJC,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,No +2081-VEYEH,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,No +6407-UTSLV,Female,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,No +4116-TZAQJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Yes +9060-HJJRW,Female,0,No,No,51,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,No +2587-YNLES,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,No +7398-SKNQZ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,No +5935-FCCNB,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,No +1958-RNRKS,Male,0,Yes,No,30,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,No +5136-RGMZO,Male,0,No,No,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,No +8345-MVDYC,Female,0,No,No,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,No +8226-BXGES,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,No +3877-JRJIP,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.85,59.85,Yes +8375-DKEBR,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +9705-IOVQQ,Male,1,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99.0,5969.3,No +1015-OWJKI,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,No +7511-YMXVQ,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,Yes +2040-XBAVJ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,No +7551-JOHTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Yes +8887-IPQNC,Female,0,Yes,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,No +8646-JCOMS,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,No +9804-ICWBG,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes +1222-KJNZD,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,No +0106-GHRQR,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,No +5318-IXUZF,Female,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,Yes +3768-VHXQO,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,No +8952-WCVCD,Female,0,Yes,No,41,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,4162.05,No +2418-TPEUN,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,No +3963-RYFNS,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,No +3198-VELRD,Female,0,Yes,Yes,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Yes +8540-ZQGEA,Female,0,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,No +1320-REHCS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832,No +4137-JOPHL,Female,0,No,No,50,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,No +9436-ZBZCT,Male,0,No,No,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,Yes +7801-CEDNV,Male,0,Yes,No,27,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,No +2057-BOYKM,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,No +3658-QQJYD,Male,0,No,No,62,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,No +1803-BGNBD,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,No +0134-XWXCE,Female,1,No,No,44,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,No +6950-TWMYB,Male,0,Yes,Yes,54,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,No +5848-FHRFC,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,No +2243-FNMMI,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,No +2511-MORQY,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,No +5356-KZCKT,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,No +9470-XCCEM,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,No +6519-CFDBX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,No +3902-MIVLE,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,No +0409-WTMPL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,No +8763-KIAFH,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,No +3669-WHAFY,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,No +3055-VTCGS,Female,0,No,No,63,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),58.55,3503.5,No +3144-KMTWZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,No +7279-BUYWN,Female,1,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,Yes +7156-MHUGY,Male,1,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,Yes +7198-GLXTC,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.0,143.65,Yes +2007-QVGAW,Female,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,No +5207-PLSTK,Male,0,Yes,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,No +2307-FYNNL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.05,7108.2,No +5605-XNWEN,Male,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,1802.55,No +2155-AMQRX,Female,0,No,No,28,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,No +6181-AXXYF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,No +5091-HFAZW,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,No +0516-VRYBW,Female,0,No,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Yes +2519-LBNQL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,No +8623-ULFNQ,Female,1,No,No,26,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,No +8380-PEFPE,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes +5687-DKDTV,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Yes +1568-LJSZU,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,No +7530-HDYDS,Female,0,No,No,38,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Yes +7789-HKSBS,Female,1,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,No +7416-CKTEP,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,No +2586-CWXVV,Male,0,Yes,No,54,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,No +3096-IZETN,Female,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Yes +2348-KCJLT,Female,0,Yes,No,44,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,No +8401-EMUWF,Male,0,Yes,Yes,42,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,No +4193-IBKSW,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,No +5377-NDTOU,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,No +5922-ABDVO,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,Yes +2474-LCNUE,Female,0,Yes,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,No +0839-QNXME,Female,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,No +3506-OVLKD,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,No +9172-ANCRX,Female,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,Yes +6650-VJONK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,No +2178-PMGCJ,Male,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,No +7492-TAFJD,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280,No +2773-MADBQ,Female,0,No,No,36,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,No +6016-LVTJQ,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,No +7860-KSUGX,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720,No +8966-KZXXA,Male,0,Yes,Yes,36,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,No +6910-HADCM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,Yes +4816-LXZYW,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Yes +9606-PBKBQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2642.05,Yes +5149-QYTTU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,No +2070-XYMFH,Female,1,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,No +2085-BOJKI,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,No +0817-HSUSE,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,No +5442-PPTJY,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,No +1927-QEWMY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,No +1663-MHLHE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No +5663-QBGIS,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.35,6929.4,No +4450-MDZFX,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,No +6701-DHKWQ,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,No +7554-AKDQF,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,No +3536-IQCTX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,Yes +4911-BANWH,Female,0,No,Yes,31,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,Yes +8496-EJAUI,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Yes +0794-YVSGE,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,No +5423-BHIXO,Female,0,No,No,32,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,No +6908-VVYHM,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931,No +2959-EEXWB,Female,0,Yes,Yes,45,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,No +1839-UMACK,Male,0,No,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,No +3030-YDNRM,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,No +7321-KKSDU,Male,0,No,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,No +3402-XRIUO,Female,1,Yes,No,22,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,No +3132-TVFDZ,Male,1,Yes,No,57,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,Yes +8286-AFUYI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,No +8080-DDEMJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,Yes +8356-WUAOJ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,45,No +6365-MTGZX,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,2122.45,Yes +1349-WXNGG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Yes +8058-DMYRU,Male,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,No +9350-ZXYJC,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,No +6990-YNRIO,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,Yes +8958-JPTRR,Female,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,No +6959-GQEGV,Male,0,No,No,45,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,No +3173-WSSUE,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,No +1265-HVPZB,Male,0,Yes,No,59,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,No +4115-UMJFQ,Male,0,No,No,69,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,No +7369-TRPFD,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,No +1098-KFQEC,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083,No +7190-XHTWJ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,No +0621-TWIEM,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Yes +3537-RYBHH,Female,1,Yes,No,47,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252,No +2485-ITVKB,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,Yes +3669-OYSJI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Yes +1612-EOHDH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,Yes +6702-OHFWR,Male,1,No,No,1,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,Yes +5296-BFCYD,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,No +4510-PYUSH,Female,1,No,No,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,Yes +9359-JANWS,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,No +7517-SAWMO,Female,0,Yes,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Yes +4143-HHPMK,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.35,4338.6,Yes +3279-DYZQM,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,No +7054-LGEQW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes +0523-VNGTF,Female,1,No,No,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.5,2566.3,No +9575-IWCAZ,Male,0,Yes,No,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171,No +7105-MXJLL,Female,1,Yes,No,26,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,No +7064-FRRSW,Male,1,No,No,48,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99.0,4744.35,No +7940-UQQUG,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,No +0923-PNFUB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,Yes +3961-SXAXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,No +7010-BRBUU,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,No +3566-HJGPK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,No +3062-ICYZQ,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,No +9938-PRCVK,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,No +0973-KYVNF,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,No +5129-HHMZC,Female,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,No +9637-CDTKZ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,No +3946-JEWRQ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563,No +7873-CVMAW,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,No +0463-WZZKO,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,No +3494-JCHRQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Yes +6474-FVJLC,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,165.45,Yes +4524-QCSSM,Male,0,No,No,26,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,No +5832-EXGTT,Male,0,Yes,Yes,29,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,60.2,1834.15,No +8840-DQLGN,Female,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,Yes +2039-JONDJ,Male,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,No +7217-JYHOQ,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,No +6695-FRVEC,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,No +4547-LYTDD,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,Yes +9894-QMIMJ,Female,0,No,No,23,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),55.8,1327.85,No +8069-YQQAJ,Male,0,No,No,14,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,No +6770-XUAGN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.0,21,Yes +4193-ORFCL,Female,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,Yes +1636-NTNCO,Male,1,No,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,No +3466-WAESX,Male,0,No,Yes,16,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,69.1,1083.7,No +9281-PKKZE,Female,0,Yes,No,46,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,No +3638-VBZTA,Male,0,No,Yes,68,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,No +7459-IMVYU,Male,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,No +7776-QWNFX,Male,1,Yes,No,30,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Yes +6689-TCZHQ,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,Yes +8563-OYMQY,Male,0,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,No +0754-EEBDC,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,No +5777-ZPQNC,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,No +1951-IEYXM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,No +3318-NMQXL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.0,266.8,No +3143-ILDAL,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Yes +1022-RKXDR,Female,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,No +2361-FJWNO,Male,0,No,No,40,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36.0,1382.9,No +2272-UOINI,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,No +8232-UTFOZ,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,No +3750-YHRYO,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150,No +6637-KYRCV,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,No +5668-MEISB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,No +0129-QMPDR,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,No +7188-CBBBA,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,No +5356-CSVSQ,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,No +3221-CJMSG,Male,0,No,No,24,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,No +4720-VSTSI,Female,0,No,No,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Yes +3219-JQRSL,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,No +2801-NISEI,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,No +3946-MHCZW,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,Yes +4623-ZKHLY,Male,0,Yes,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,No +6732-VAILE,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,No +8201-AAXCB,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,No +7696-CFTAT,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,No +1845-CSBRZ,Female,1,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,No +2123-VSCOT,Female,0,Yes,Yes,59,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,No +6651-AZVTJ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4872.45,Yes +4566-GOLUK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Yes +2484-DGXPZ,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Yes +2018-QKYGT,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,No +2792-VPPET,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,No +7409-JURKQ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,No +3247-MHJKM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +1964-SVLEA,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,No +4587-NUKOX,Female,0,No,No,3,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.1,246.5,Yes +7297-DVYGA,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,No +2239-CGBUZ,Female,0,Yes,No,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,No +0854-UYHZD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,No +7243-LCGGZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,No +8267-KFGYD,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,No +4890-VMUAV,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,No +9261-WDCAF,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,No +3764-MNMOI,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,No +7442-YGZFK,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No +0420-BWTPW,Male,0,No,Yes,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,Yes +8229-BUJHX,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,No +7449-HVPIV,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,No +5504-WSIUR,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,No +8183-ONMXC,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,Yes +8466-PZBLH,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,No +9614-RMGHA,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,Yes +8735-IJJEG,Male,0,Yes,No,14,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,No +0564-MUUQK,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,No +5054-IEXZT,Male,0,No,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes +5834-ASPWA,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Yes +0701-RFGFI,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,No +0019-EFAEP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,No +5619-PTMIK,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,No +3737-XBQDD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,No +5882-CMAZQ,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,No +5846-QFDFI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,No +4445-KWOKW,Female,0,No,No,42,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,No +3511-APPBJ,Male,0,No,No,23,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,No +7967-HYCDE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,No +2430-RRYUW,Male,0,No,No,66,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,No +3948-XHGNA,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Yes +3723-BFBGR,Male,1,No,No,24,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,No +0565-IYCGT,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Yes +5447-WZAFP,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,No +5110-CHOPY,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,No +5445-UTODQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,Yes +4425-OWHWB,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,No +7892-QVYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,No +9675-ICXCT,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,No +1024-VRZHF,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Yes +4703-MQYKT,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,No +9497-QCMMS,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,Yes +5692-ICXLW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,No +0602-DDUML,Female,0,No,No,57,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,69.75,3894.4,No +2208-MPXIO,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.0,886.4,No +1960-UYCNN,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,No +0348-SDKOL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,Yes +3190-FZATL,Male,0,No,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,No +7336-RLLRH,Male,0,Yes,No,27,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,No +4373-MAVJG,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259,Yes +8901-HJXTF,Female,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,Yes +7710-JSYOA,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,No +5419-KLXBN,Female,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,Yes +3424-NMNBO,Male,1,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,Yes +9885-MFVSU,Female,0,Yes,Yes,35,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,No +4514-GFCFI,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,Yes +0607-MVMGC,Male,0,Yes,Yes,45,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,No +3365-SAIGS,Female,0,No,No,17,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,No +9828-AOQLM,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Yes +8022-BECSI,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,No +8000-REIQB,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Yes +9993-LHIEB,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,No +0266-CLZKZ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,No +7615-ESMYF,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,Yes +3858-VOBET,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Yes +7020-OZKXZ,Female,1,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,No +3977-QCRSL,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,No +0017-DINOC,Male,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,No +1447-PJGGA,Female,0,No,No,57,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,Yes +8565-CLBZW,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,Yes +9139-WQQDY,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,Yes +0224-HJAPT,Male,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,Yes +8086-OVPWV,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,Yes +9430-FRQOC,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,Yes +7639-OPLNG,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,No +3074-GQWYX,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Yes +1492-QGCLU,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,No +6845-RGTYS,Female,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,Yes +7328-OWMOM,Female,0,No,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,No +4418-LZMSV,Male,0,Yes,Yes,13,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,No +5155-AZQPB,Female,0,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,No +8861-HGGKB,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,Yes +1087-GRUYI,Male,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,No +7065-YUNRY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,Yes +7694-VLBWQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,Yes +2546-KZAAT,Male,0,Yes,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,No +0181-RITDD,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,No +5989-PGKJB,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.25,1340.1,No +4795-KTRTH,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.0,371.65,Yes +8272-ONJLV,Male,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184,No +1488-PBLJN,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,No +0308-GIQJT,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,No +3778-FOAQW,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,No +4452-ROHMO,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,No +6481-OGDOO,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,Yes +3090-LETTY,Male,0,No,Yes,2,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,No +5349-AZPEW,Female,0,Yes,Yes,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,125.5,No +3753-TSEMP,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,Yes +8305-VHZBZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +9720-JJJOR,Male,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,No +8100-HZZLJ,Female,0,No,Yes,43,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,No +8775-ERLNB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,No +8309-IEYJD,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No +9172-JITSM,Female,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,Yes +6298-QDFNH,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Yes +7398-HPYZQ,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404,No +3546-GHEAE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,No +7361-YPXFS,Female,1,No,No,28,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,No +6557-BZXLQ,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,No +2550-QHZGP,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,No +7519-JTWQH,Female,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,No +2538-OIMXF,Female,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,No +8543-MSDMF,Male,0,No,No,3,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,No +9961-JBNMK,Male,1,No,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Yes +1170-SASML,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,No +4872-JCVCA,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,No +5346-BZCHP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,No +2038-LLMLM,Female,0,No,No,48,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,No +6173-ITPWD,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065,Yes +9734-UYXQI,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Yes +1216-BGTSP,Male,0,No,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,No +4138-NAXED,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.0,4085.75,No +2189-UXTKY,Female,0,Yes,No,22,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,Yes +0744-BIKKF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,No +7483-IQWIB,Male,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,No +5248-KWLAR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,No +4958-GZWIY,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,Yes +7996-MHXLW,Female,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,No +7833-PKIHD,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,No +7061-OVMIM,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,No +5153-RTHKF,Female,0,No,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,No +1852-QSWCD,Male,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,No +4832-VRBMR,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,No +9079-LWTFD,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,No +6356-ELRKD,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,Yes +8624-GIOUT,Female,0,No,No,49,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,Yes +3392-EHMNK,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,No +5986-WWXDV,Male,0,No,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,No +3061-BCKYI,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,No +6179-GJPSO,Female,1,No,No,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,Yes +7901-TBKJX,Male,1,No,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594,No +7228-PAQPD,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,No +3177-LASXD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,Yes +7746-QYVCO,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,No +5804-HYIEZ,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,No +9919-FZDED,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,5981.65,No +5934-TSSAU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,No +3486-KHMLI,Male,0,No,Yes,21,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,No +4897-QSUYC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Yes +1084-UQCHV,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Yes +8290-YWKHZ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931,Yes +2955-BJZHG,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,Yes +3806-DXQOM,Female,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,Yes +6784-XYJAE,Female,0,No,No,36,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,No +3933-DQPWX,Female,0,No,No,50,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,No +6661-EIPZC,Female,0,Yes,Yes,48,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,No +8957-THMOA,Female,0,No,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,No +2251-PYLPB,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,No +5555-RNPGT,Male,0,No,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,No +1057-FOGLZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,No +9300-RENDD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,79.95,Yes +0761-AETCS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Yes +8087-LGYHQ,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,No +4137-BTIKL,Male,0,No,No,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,90.75,174.75,No +2190-BCXEC,Female,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,No +6227-FBDXH,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,No +2153-MREFK,Female,0,Yes,No,37,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Yes +2911-WDXMV,Male,0,No,Yes,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,No +7206-PQBBZ,Male,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,No +3106-ULWFW,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Yes +0925-VYDLG,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242,Yes +4547-FZJWE,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157,No +7422-WNBTY,Male,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092,No +0842-IWYCP,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,No +3521-HTQTV,Male,0,No,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,No +3744-ZBHON,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,No +3373-DIUUN,Male,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,No +8383-SGHJU,Female,0,No,No,33,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,No +7607-QKKTJ,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95.0,4368.85,No +7707-PYBBH,Male,0,No,No,40,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2647.1,No +8984-HPEMB,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,No +4349-GFQHK,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,Yes +4139-DETXS,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528,No +9779-DPNEJ,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.15,1790.65,No +9805-FILKB,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,No +5793-YOLJN,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,1210.3,No +0673-IGUQO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No +4123-FCVCB,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,No +7802-EFKNY,Male,0,Yes,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Yes +8311-UEUAB,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,No +5858-EAFCZ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,No +8035-BUYVG,Male,0,Yes,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,Yes +1163-ONYEY,Male,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,No +9787-XVQIU,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Yes +8945-MUQUF,Male,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,Yes +5656-MJEFC,Male,0,Yes,Yes,42,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,No +6082-OQFBA,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,No +8051-HJRLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,Yes +8974-OVACP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,No +4010-YLMVT,Female,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,No +1379-FRVEB,Male,0,No,Yes,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.0,1430.05,No +8612-GXIDD,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313,No +6288-CHQJB,Female,0,Yes,Yes,54,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,No +8160-HOWOX,Female,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,No +3023-GFLBR,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,Yes +6648-INWPS,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,No +4223-BKEOR,Female,0,No,Yes,21,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,No +4079-VTGLK,Male,1,Yes,No,30,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,No +1763-WQFUK,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,No +1391-UBDAR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,No +8894-JVDCV,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,No +2023-VQFDL,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.0,348.8,No +1345-GKDZZ,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,No +2014-MKGMH,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.1,4674.4,No +5628-FCGYG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,No +2560-WBWXF,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,No +0248-IPDFW,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,No +7978-DKUQH,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,No +4335-UPJSI,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,No +0524-IAVZO,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,2624.25,Yes +2737-YNGYW,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,Yes +1784-EZDKJ,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,No +9297-FVVDH,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,No +8007-YYPWD,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,No +7101-HRBLJ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,No +5159-YFPKQ,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Yes +6635-CPNUN,Male,0,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,No +4021-RQSNY,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,Yes +5453-YBTWV,Male,0,Yes,Yes,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),101.1,6994.8,No +5039-LZRQT,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,No +2931-VUVJN,Female,1,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,No +9061-TIHDA,Male,1,Yes,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,1233.65,Yes +8699-ASUFO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,Yes +6418-PIQSP,Female,0,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,4985.9,No +8220-OCUFY,Female,0,No,No,21,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,No +3995-WFCSM,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,No +1895-QTKDO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,No +2038-OEQZH,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,No +1178-PZGAB,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,No +7927-AUXBZ,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,Yes +2626-VEEWG,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,No +2878-RMWXY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,No +1657-DYMBM,Male,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,No +7311-MQJCH,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,No +7375-WMVMT,Male,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,No +1136-XGEQU,Female,0,Yes,Yes,50,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,No +2530-FMFXO,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,No +6844-DZKRF,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,No +4695-WJZUE,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.55,179.25,Yes +7619-ODSGN,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Yes +5970-GHJAW,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,No +8879-XUAHX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,No +3689-MOZGR,Female,0,No,No,29,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,No +4195-PNGZS,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,No +5003-XZWWO,Male,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,No +3988-RQIXO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.3,91.3,Yes +7622-FWGEW,Male,1,Yes,No,56,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,No +6922-NCEDI,Male,0,No,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,No +2514-GINMM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,Yes +9891-NQDBD,Female,0,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,No +6131-IUNXN,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,No +8548-AWOFC,Male,0,Yes,No,66,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,No +9798-DRYDS,Female,0,Yes,Yes,17,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,No +8532-UEFWH,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,No +6296-DDOOR,Female,0,No,No,19,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,No +7951-VRDVK,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,No +5931-FLJJF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Yes +4815-YOSUK,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,No +2659-VXMWZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,Yes +0380-NEAVX,Male,1,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,No +3207-OYBWH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Yes +4285-GYRQC,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,Yes +7216-EWTRS,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,Yes +4365-MSDYN,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,No +7036-TYDEC,Female,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,104.0,7028.5,No +5802-ADBRC,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,No +8076-FEZKJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,No +5197-YPYBZ,Female,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,No +8337-MSSXB,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,Yes +4312-GVYNH,Female,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,No +8495-LJDFO,Female,1,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,No +0839-JTCUD,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,No +5494-WOZRZ,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.0,5999.85,No +1302-UHBDD,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,No +2234-EOFPT,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,No +8619-IJNDK,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,No +8378-LKJAF,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,No +8182-BJDSI,Female,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,Yes +2528-HFYZX,Male,1,Yes,No,17,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Yes +1153-GNOLC,Male,0,No,No,33,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309,No +3298-QEICA,Female,0,Yes,Yes,23,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,No +0788-DXBFY,Male,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,No +3597-YASZG,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,No +3496-LFSZU,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,No +5242-UOWHD,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,No +2482-CZGBB,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,740,Yes +6479-SZPLM,Male,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,No +8097-VBQTZ,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.9,3883.3,No +4500-HKANN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,No +9917-KWRBE,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,No +3420-ZDBMA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,No +2212-LYASK,Male,0,Yes,Yes,27,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,No +1393-IMKZG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,No +8069-RHUXK,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),35.7,2545.7,No +3398-GCPMU,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,No +2908-WGAXL,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,No +3378-AJRAO,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,No +1013-QCWAM,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,No +0866-QLSIR,Female,0,No,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,Yes +6050-FFXES,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,No +7181-BQYBV,Female,0,Yes,Yes,1,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,Yes +0362-RAOQO,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,No +9554-DFKIC,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,No +5527-ACHSO,Female,0,No,No,11,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.5,829.3,No +0829-DDVLK,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,No +1399-UBQIU,Male,0,No,No,11,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,No +1813-JLKWR,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,No +0336-PIKEI,Male,1,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,No +7322-OCWHC,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,No +9537-VHDTA,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,No +4957-TIALW,Female,0,No,Yes,15,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010,No +2054-PJOCK,Female,0,No,No,60,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,No +9150-HEPMB,Male,0,No,No,56,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,No +9030-QGZNL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,No +6204-IEUXJ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,Yes +3126-WQMGH,Female,0,Yes,No,49,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,No +4529-CKBCL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,Yes +2506-CLAKW,Female,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Yes +7176-WRTNX,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,No +1583-IHQZE,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,Yes +5732-IKGQH,Male,1,Yes,No,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,No +9239-GZHZE,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,No +7205-BAIAD,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,No +0151-ONTOV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,Yes +4140-MUHUG,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,Yes +0093-EXYQL,Female,1,No,No,40,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,No +8064-RAVOH,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,No +0219-QAERP,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,No +0320-JDNQG,Male,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,Yes +7180-PISOG,Male,0,Yes,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes +9168-INPSZ,Female,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,104.15,4495.65,No +3571-RFHAR,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,Yes +0015-UOCOJ,Female,1,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,No +5334-AFQJB,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,No +2754-SDJRD,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,No +9578-VRMNM,Female,0,No,No,16,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Yes +1587-FKLZB,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Yes +6140-QNRQQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Yes +8963-JLGJT,Male,0,No,Yes,3,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,No +4307-KTUMW,Male,0,Yes,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,Yes +1465-LNTLJ,Male,1,Yes,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,No +5440-FLBQG,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,Yes +2135-DQWAQ,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,No +4056-QHXHZ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,No +7470-MCQTK,Female,0,Yes,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,Yes +7488-MXJIV,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,Yes +7401-JIXNM,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965,No +9339-FIIJL,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,No +2027-FECZV,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,Yes +2672-DZUOY,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Yes +4706-DGAHW,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,No +3870-MQAMG,Female,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,Yes +6670-MFRPK,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,No +6177-PEVRA,Female,0,No,No,48,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,No +4800-CZMPC,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,Yes +4813-HQMGZ,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,No +7579-KKLOE,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,No +7377-DMMRI,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Yes +8402-EIVQS,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,No +4947-DSMXK,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410,No +7245-NIIWQ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,No +0002-ORFBO,Female,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,No +3324-OIRTO,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,No +5414-OFQCB,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,No +4967-WPNCF,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,No +8552-OBVRU,Female,1,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,No +8499-BRXTD,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,No +9154-QDGTH,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,No +8197-BFWVU,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,No +2577-GVSIL,Male,0,Yes,Yes,35,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,No +9367-OIUXP,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,No +6770-UAYGJ,Female,0,Yes,Yes,49,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,No +6463-HHXJR,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,No +7928-VJYAB,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,No +1187-WILMM,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,No +9776-OJUZI,Female,1,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,No +1306-RPWXZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,No +8949-JTMAY,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,Yes +2774-LVQUS,Female,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,Yes +3097-PYWXL,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,No +2266-SJNAT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,No +0869-PAPRP,Female,1,Yes,No,26,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067,No +4238-JSSWH,Female,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,No +2972-YDYUW,Female,0,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,No +1104-FEJAM,Male,0,Yes,Yes,28,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,No +2809-ILCYT,Female,0,Yes,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,No +5499-ECUTN,Female,0,Yes,No,47,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,No +4981-FLTMF,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,No +9121-PHQSR,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,No +3113-IWHLC,Male,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,No +3211-ILJTT,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Yes +4612-THJBS,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,Yes +4277-BWBML,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,No +4094-NSEDU,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,Yes +0234-TEVTT,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45.0,2196.3,No +4304-TSPVK,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,No +1552-AAGRX,Female,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,No +2637-FKFSY,Female,0,Yes,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,No +9796-MVYXX,Female,1,No,No,14,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,No +7874-ECPQJ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,No +0020-INWCK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,No +7089-RKVSZ,Male,0,Yes,Yes,8,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,No +2683-JXWQQ,Male,0,Yes,Yes,61,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,No +9548-ZMVTX,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,No +8739-XNIKG,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.0,424.75,No +9755-JHNMN,Female,0,No,No,49,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),67.4,3306.85,No +3981-QSVQI,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No +2789-HQBOU,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,No +9424-CMPOG,Male,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,No +5067-WJEUN,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,No +3450-WXOAT,Male,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,No +9251-WNSOD,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,No +6974-DAFLI,Female,0,Yes,No,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,No +2616-UUTFK,Male,0,Yes,No,33,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,No +7064-JHXCE,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,No +5103-MHMHY,Female,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes +7989-AWGEH,Male,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,No +4373-VVHQL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,No +4559-UWIHT,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185,No +7268-IGMFD,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,No +1846-XWOQN,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Yes +0235-KGSLC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Yes +6650-BWFRT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,No +9570-KYEUA,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,No +6993-YGFJV,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,No +2712-SYWAY,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,No +0730-BGQGF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,No +5498-IBWPI,Female,0,Yes,Yes,66,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,No +9101-NTIXF,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,No +0013-SMEOE,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,No +9314-QDMDW,Male,0,No,No,11,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,No +9308-ANMVE,Male,0,No,Yes,47,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,No +2884-GBPFB,Female,0,Yes,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Yes +3757-NJYBX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,Yes +3413-DHLPB,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,No +7649-PHJVR,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,No +6114-TCFID,Female,0,No,No,29,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,No +3787-TRIAL,Male,0,Yes,Yes,21,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,No +2573-GYRUU,Male,1,Yes,No,48,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,No +5156-UMKOW,Female,0,No,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,No +1247-QBVSH,Female,0,Yes,Yes,43,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,No +6734-GMPVK,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,No +9822-OAOVB,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,No +6161-ERDGD,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,85.45,6300.85,No +1226-JZNKR,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,No +7318-EIVKO,Male,0,No,No,8,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,No +3771-PZOBW,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,No +5136-KCKGI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467,Yes +8231-BSWXX,Male,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,No +6486-LHTMA,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,No +4083-BFNYK,Female,1,Yes,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95.0,3591.25,No +3722-WPXTK,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,Yes +7389-KBFIT,Female,0,Yes,Yes,2,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,No +7176-WIONM,Female,0,Yes,No,12,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,No +5141-ZUVBH,Female,0,No,Yes,9,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93.0,870.25,No +1089-HDMKP,Male,1,No,Yes,11,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,No +7623-HKYRK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,No +0310-SUCIN,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,No +5197-PYEPU,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,No +2929-ERCFZ,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,777.3,Yes +7548-SEPYI,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,Yes +8835-VSDSE,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Yes +6619-RPLQZ,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,No +3275-RHRNE,Male,0,Yes,Yes,28,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.0,1682.05,No +3503-TYDAY,Female,0,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,No +6901-GOGZG,Male,0,No,Yes,60,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,No +1623-NLDOT,Female,0,Yes,No,42,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,33.55,1445.3,Yes +7021-XSNYE,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,No +9621-OUPYD,Female,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,No +9898-KZQDZ,Female,1,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,Yes +8982-NHAVY,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,No +4307-KWMXE,Male,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,No +0141-YEAYS,Female,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,No +2450-ZKEED,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,No +3694-DELSO,Male,0,Yes,Yes,4,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,No +3893-JRNFS,Male,0,No,No,68,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,No +9603-OAIHC,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,No +1133-KXCGE,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,No +5236-PERKL,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465,Yes +0142-GVYSN,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,No +1049-FYSYG,Female,0,Yes,No,17,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,No +7854-FOKSF,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,Yes +2519-FAKOD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,Yes +8406-LNMHF,Male,1,Yes,No,59,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,No +1821-BUCWY,Male,0,No,No,30,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,No +8263-JQAIK,Male,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Yes +0023-UYUPN,Female,1,Yes,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,No +8314-DPQHL,Male,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,No +1465-WCZVT,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,No +9481-SFCQY,Female,0,No,Yes,14,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,No +6360-SVNWV,Female,1,No,No,31,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,No +0567-GGCAC,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,No +7089-IVVAZ,Female,0,No,No,8,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,Yes +8884-MRNSU,Male,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,No +2171-UDMFD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,No +9050-IKDZA,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,No +2205-YMZZJ,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,Yes +9802-CAQUT,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,No +1254-IZEYF,Female,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,Yes +0187-WZNAB,Female,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,No +9492-TOKRI,Female,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,Yes +1475-VWVDO,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,No +9221-OTIVJ,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,Yes +1357-MVDOZ,Male,0,Yes,Yes,11,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,No +7602-MVRMB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,No +3325-FUYCG,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,Yes +5908-QMGOE,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Yes +1197-BVMVG,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,No +5406-KGRMX,Female,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,No +8481-YYXWG,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Yes +5968-HYJRZ,Male,0,Yes,Yes,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,No +5198-EFNBM,Male,1,Yes,No,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,No +7516-GMHUV,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,No +7140-ADSMJ,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,No +2230-XTUWL,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,No +7706-YLMQA,Female,0,No,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,No +2585-KTFRE,Male,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,No +7994-UYIVZ,Male,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,No +2609-IAICY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Yes +1740-CSDJP,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Yes +7717-BICXI,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,No +6559-RAKOZ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,No +2636-OHFMN,Male,0,Yes,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201,Yes +4716-MRVEN,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,599.3,No +2143-LJULT,Female,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,No +1323-OOEPC,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,Yes +3200-MNQTF,Male,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,No +6164-HXUGH,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,No +5630-IXDXV,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,No +0320-DWVTU,Female,0,No,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,No +9135-MGVPY,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,No +1212-GLHMD,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,86.05,244.85,No +7878-JGDKK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,No +1088-AUUZZ,Male,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,No +0397-GZBBC,Male,1,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,Yes +6614-YWYSC,Male,1,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1501.75,No +9588-OZDMQ,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,89.75,No +7641-EUYET,Male,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,Yes +6476-EPYZR,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,No +9921-ZVRHG,Female,0,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072,Yes +1174-FGIFN,Female,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,No +6620-HVDUJ,Male,0,No,No,24,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,No +4701-MLJPN,Male,0,No,No,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,Yes +1032-MAELW,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,No +7641-TQFHN,Male,0,No,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,No +1552-TKMXS,Female,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,No +9206-GVPEQ,Male,0,Yes,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,Yes +8622-ZLFKO,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,No +1596-BBVTG,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Yes +6188-UXBBR,Female,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,No +2333-KWEWW,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,No +5702-SKUOB,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,No +1134-YWTYF,Male,0,Yes,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,No +6061-GWWAV,Male,0,No,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,No +0679-TDGAK,Male,0,Yes,Yes,50,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,No +6585-WCEWR,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,No +9067-YGSCA,Female,0,No,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,No +9067-SQTNS,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926,No +8433-WXGNA,Male,0,No,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,Yes +1776-SPBWV,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,No +8735-SDUFN,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,No +9668-PUGNU,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,No +9405-GPBBG,Female,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,No +1926-QUZNN,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,No +3707-GNWHM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Yes +7016-NVRIC,Male,1,Yes,No,29,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,No +5829-NVSQN,Female,0,Yes,No,23,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,No +9565-AXSMR,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,No +8922-LIEGH,Female,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,Yes +8869-LIHMK,Female,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,No +8245-UMPYT,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,Yes +5186-SAMNZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,Yes +0447-RXSGD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,No +4927-WWOOZ,Male,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,No +5788-YPOEG,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,No +5373-SFODM,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Yes +0661-KBKPA,Male,0,Yes,Yes,53,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.75,3942.45,No +9081-WWXKP,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,No +0784-ZQJZX,Male,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,No +3133-PZNSR,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,No +5766-ZJYBB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,Yes +8931-GJJIQ,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,Yes +4277-PVRAN,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,Yes +0022-TCJCI,Male,1,No,No,45,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,Yes +0722-SVSFK,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715,No +3612-YVGSJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,No +9825-YCXWZ,Female,1,No,No,41,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,No +5397-NSKQG,Male,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,No +8565-HBFNN,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,No +2000-DHJUY,Female,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,No +0203-HHYIJ,Male,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Yes +8670-ERCJH,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,No +7758-UJWYS,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,No +2050-ONYDQ,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.0,1654.85,No +7055-JCGNI,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,No +0739-UUAJR,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,No +4826-DXMUP,Male,0,No,Yes,35,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,No +0952-KMEEH,Male,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,Yes +7285-KLOTR,Female,0,Yes,No,12,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,No +0654-PQKDW,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,No +7175-NTIXE,Female,0,No,No,25,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,No +7963-SHNDT,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,No +9796-BPKIW,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,No +0188-GWFLE,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,No +8129-GMVGI,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,No +2882-DDZPG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,No +3547-LQRIK,Female,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,No +9137-NOQKA,Male,1,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,No +5843-TTHGI,Female,0,No,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.0,892.7,No +1849-RJYIG,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.0,487.75,No +8868-GAGIO,Male,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,No +4061-UKJWL,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,No +5380-XPJNZ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,No +8263-QMNTJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,No +8178-EYZUO,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,Yes +3230-JCNZS,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.0,7061.65,No +0277-ORXQS,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,No +5130-IEKQT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,Yes +3230-WYKIR,Male,0,No,No,18,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,1425.45,Yes +7996-BPXHY,Female,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.0,332.5,No +3227-WLKLI,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,No +0407-BDJKB,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,Yes +2266-FUBDZ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,No +8237-ULIXL,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,No +9600-UDOPK,Male,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,Yes +8216-AZUUZ,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,100.4,4303.65,No +9153-BTBVV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1753,No +4074-SJFFA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,Yes +3269-ATYWD,Male,1,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,Yes +5186-PEIZU,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,No +1074-AMIOH,Female,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,No +4910-GMJOT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,94.6,Yes +0354-WYROK,Female,1,Yes,Yes,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,Yes +4361-FEBGN,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,No +7748-UMTRK,Female,1,No,Yes,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,No +0380-ZCSBI,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,198.7,No +7145-FEJWU,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,No +6463-MVYRY,Female,1,No,No,57,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003,No +3969-JQABI,Female,0,Yes,No,58,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,No +9624-EGDEQ,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,No +1051-EQPZR,Female,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,No +5849-ASHZJ,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,No +5780-INQIK,Female,0,No,No,8,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,No +7576-OYWBN,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Yes +4526-ZJJTM,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,No +8384-FZBJK,Female,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,No +3750-RNQKR,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,No +0962-CQPWQ,Female,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,No +3096-YXENJ,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,No +1265-BCFEO,Female,0,Yes,No,71,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,No +5837-LXSDN,Female,0,Yes,Yes,21,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,No +5945-AZYHT,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,No +8325-QRPZR,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525,No +6384-VMJHP,Female,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73.0,5265.2,No +2262-SLNVK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,No +7730-CLDSV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,No +1135-HIORI,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,No +0164-APGRB,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,No +6481-ESCNL,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,No +1790-NESIO,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,No +1550-EENBN,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,No +5539-TMZLF,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,Yes +4323-SADQS,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,Yes +4446-BZKHU,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,Yes +5202-IVJNU,Female,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Yes +5976-JCJRH,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,Yes +8198-RKSZG,Female,0,Yes,Yes,14,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,No +0137-OCGAB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,Yes +3351-NQLDI,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Yes +9297-EONCV,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,No +7593-JNWRU,Male,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Yes +4588-YBNIB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes +1069-QJOEE,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,No +3336-JORSO,Female,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,Yes +7799-DSEWS,Male,0,No,No,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,No +8766-PAFNE,Male,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,No +5315-CKEQK,Male,1,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,51.0,1381.8,No +3130-ICDUP,Female,0,No,Yes,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,No +0820-FNRNX,Male,0,Yes,Yes,17,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,No +0880-FVFWF,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,No +4611-ANLQC,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,No +4213-HKBJO,Female,0,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,No +2792-LSHWX,Female,0,No,No,1,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,83.4,83.4,No +5028-GZLDO,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Yes +0014-BMAQU,Male,0,Yes,No,63,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,No +6861-XWTWQ,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,Yes +9018-PCIOK,Female,0,No,No,55,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,No +4837-QUSFT,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,No +6877-TJMBR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,Yes +9953-ZMKSM,Male,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,No +0907-HQNTS,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.0,7987.6,No +7665-NKLAV,Female,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,No +6769-DCQLI,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.0,5426.85,Yes +2433-KMEAS,Male,0,No,No,22,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Yes +4391-LNRXK,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,No +8250-ZNGGW,Female,1,No,No,5,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,No +2195-ZRVAX,Female,0,Yes,No,47,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,Yes +3550-SAHFP,Female,0,No,No,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,Yes +2011-TRQYE,Male,0,No,No,18,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600,Yes +8562-GHPPI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,No +5893-PYOLZ,Male,0,No,No,56,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,No +4986-MXSFP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.0,40.9,No +6131-FOYAS,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,No +3027-YNWZU,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.0,1584.8,No +5609-IMCGG,Female,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,No +4873-ILOLJ,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.35,2238.5,Yes +4727-MCYZG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,No +9481-WHGWY,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),75.35,5437.75,No +2725-KXXWT,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,Yes +9565-DJPIB,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,Yes +4328-VUFWD,Female,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,No +3301-LSLWQ,Female,0,No,No,29,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,No +7473-ZBDSN,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,No +3166-PNEOF,Female,0,No,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,No +5639-NTUPK,Male,0,No,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,No +8780-YRMTT,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,No +8348-HFYIV,Male,0,No,No,2,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,Yes +5140-FOMCQ,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.15,6557.75,No +6242-SGYTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,No +8166-ORCHU,Male,1,Yes,No,33,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,No +8414-OOEEL,Male,0,No,Yes,66,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,No +8454-AATJP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405,No +6849-WLEYG,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes +4659-NZRUF,Female,0,No,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,Yes +4531-AUZNK,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,No +4191-XOVOM,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,No +2150-OEGBV,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,No +8429-XIBUM,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,Yes +1855-CFULU,Female,1,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,No +4878-BUNFV,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,No +1872-EBWSC,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,No +2608-BHKFN,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Yes +7026-YMSBE,Male,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,No +7341-LXCAF,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Yes +6997-UVGOX,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,No +9674-EHPPG,Male,0,Yes,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,No +9462-MJUAW,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,Yes +8128-YVJRG,Female,0,No,No,7,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Yes +5440-VHLUL,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,No +5781-BKHOP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,No +4283-FUTGF,Male,1,No,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Yes +5213-TWWJU,Male,0,No,No,28,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91.0,2626.15,No +1569-TTNYJ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,Yes +8628-MFKAX,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,No +2397-BRLOM,Male,1,Yes,Yes,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,Yes +7629-WIXZF,Female,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,59.1,369.25,No +5445-GLVOT,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,No +3976-HXHCE,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,No +2466-NEJOJ,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,No +0254-KCJGT,Male,0,Yes,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,No +5472-CVMDX,Female,0,No,No,68,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,No +6461-SZMCV,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,No +8150-QUDFX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,No +9508-ILZDG,Female,1,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,No +2346-DJQTB,Female,0,No,No,35,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,No +1697-LYYYX,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,No +1942-OQFRW,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44,No +4749-VFKVB,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Yes +9640-ZSLDC,Female,0,Yes,Yes,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),60.6,3297,No +4231-LZUYM,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887,No +7598-UAASY,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.4,151.8,Yes +7938-OUHIO,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,Yes +8510-AWCXC,Female,1,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,Yes +6128-AQBMT,Male,1,Yes,No,41,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,No +3594-BDSOA,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,No +0431-APWVY,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,Yes +5133-VRSAB,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,No +5996-DAOQL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No +6838-YAUVY,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,No +0484-JPBRU,Male,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,No +7883-ROJOC,Female,0,Yes,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,No +0244-LGNFY,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733,No +7274-CGTOD,Male,0,No,No,62,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,No +4295-YURET,Female,1,Yes,Yes,56,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,No +3426-NIYYL,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,Yes +8225-BTJAU,Male,1,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,Yes +4635-EJYPD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,No +1866-ZSLJM,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,No +4636-TVXVG,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,No +4236-UJPWO,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,No +9392-XBGTD,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,No +3387-VATUS,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,Yes +6402-SSEJG,Female,0,No,No,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,61.05,1540.2,No +1143-NMNQJ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,Yes +1169-SAOCL,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,No +1110-KYLGQ,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,No +9929-PLVPA,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,No +3518-PZXZQ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,No +2371-JUNGC,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208,No +7693-QPEFS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,No +0924-BJCRC,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,No +5074-FBGHB,Male,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,No +2351-BKRZW,Female,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,No +4455-BFSPD,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,No +0415-MOSGF,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes +1724-BQUHA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,477.7,Yes +3948-KXDUF,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),68.75,4447.55,No +2323-ARSVR,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,No +0815-MFZGM,Female,0,Yes,No,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.0,4135,No +4826-XTSOH,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,Yes +5480-XTFFL,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.0,697.7,No +8295-FHIVV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,No +2495-INZWQ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.55,174.3,Yes +9086-YJYXS,Male,0,Yes,Yes,34,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,No +1179-INLAT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,No +7909-FIOIY,Female,0,Yes,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,No +4139-SUGLD,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Yes +6857-VWJDT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.65,95.65,Yes +6351-SCJKT,Male,0,No,No,3,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,No +5468-BPMMO,Male,0,Yes,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,No +5624-BQSSA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Yes +0197-PNKNK,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,No +2439-QKJUL,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,No +1194-SPVSP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,No +9534-NSXEM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,No +2408-WITXK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,Yes +8929-KSWIH,Male,0,No,No,25,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,No +2250-IVBWA,Male,0,Yes,Yes,64,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,No +1810-MVMAI,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,67.6,2000.2,No +9506-UXUSK,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,No +1229-RCALF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115.0,7396.15,No +3572-UOLYZ,Female,0,No,Yes,46,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,No +1429-UYJSV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,No +5577-OTWWW,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Yes +6100-QQHEB,Male,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1515.1,Yes +6366-XIVKZ,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,63.15,816.8,No +3470-OBUET,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74.0,4868.4,No +2770-NSVDG,Male,0,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688,No +9375-MHRRS,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,No +2634-HCZGT,Male,1,Yes,No,53,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,Yes +7503-QQRVF,Male,1,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Yes +4860-YZGZM,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,185.4,No +6599-GZWCM,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,74.65,966.25,No +2691-NZETQ,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,Yes +4404-HIBDJ,Female,0,No,No,25,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,Yes +5533-NHFRF,Male,1,No,No,7,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,No +7037-MTYVW,Male,0,Yes,Yes,38,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297,No +4760-THGOT,Female,0,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,No +7295-JOMMD,Female,0,No,Yes,4,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,Yes +4016-BJKTZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,No +6584-VQMYT,Male,0,No,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,No +9838-BFCQT,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,No +2790-XUYMV,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,No +0581-MDMPW,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,No +5013-SBUIH,Female,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,Yes +1023-BQXZE,Male,0,No,No,57,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,No +9163-GHAYE,Female,0,No,No,15,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,No +3904-UKFRE,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,No +5353-WILCI,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,No +0709-TVGUR,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Yes +0058-EVZWM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,No +6023-YEBUP,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,Yes +7209-JCUDS,Male,0,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,Yes +7009-PCARS,Male,0,No,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,No +0519-DRGTI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,No +1017-FBQMM,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,No +3001-CBHLQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,Yes +1985-MBRYP,Female,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,No +6158-DWPZT,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Yes +9372-TXXPS,Female,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.85,3483.45,No +3259-QMXUN,Male,0,Yes,No,58,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,No +1015-JPFYW,Male,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,No +6645-MXQJT,Male,0,Yes,Yes,2,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,No +4360-QRAVE,Male,1,No,No,37,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315,No +8433-WPJTV,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,No +5804-JMYIO,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,No +3763-GCZHZ,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890,Yes +6484-LATFU,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,No +7599-NTMDP,Female,0,Yes,Yes,62,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,No +0772-GYEQQ,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.35,262.05,Yes +0536-ACXIP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,No +0936-NQLJU,Female,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,No +4831-EOBFE,Male,0,Yes,Yes,29,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,Yes +1575-KRZZE,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,No +3251-YMVWZ,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,No +4102-OQUPX,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes +9170-GYZJC,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Yes +4884-LEVMQ,Male,0,Yes,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790,No +8857-CUPFQ,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,No +7610-TVOPG,Male,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,No +3638-DIMPH,Female,0,Yes,No,13,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,No +1845-ZLLIG,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,No +8559-WNQZS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,No +3999-QGRJH,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Yes +1699-UOTXU,Male,0,No,No,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,No +2454-RPBRZ,Female,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,Yes +0635-WKOLD,Male,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,No +5993-JSUWV,Female,0,No,No,66,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,No +4518-FZBSX,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,No +5387-ASZNZ,Female,1,No,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,No +6988-CJEYV,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,No +2002-MZHWP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes +3097-FQTVJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,810.3,No +5465-BUBFA,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,No +7299-GNVPL,Female,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,No +9743-DQKQW,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,No +1215-VFYVK,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,No +9371-BITHB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,No +2265-CYWIV,Female,1,Yes,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,Yes +9093-FPDLG,Female,0,No,No,11,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,No +0541-FITGH,Female,0,Yes,No,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,No +6985-HAYWX,Female,0,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,No +7508-KBIMB,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,No +6838-HVLXG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,No +2277-DJJDL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,6017.9,No +1897-OKVMW,Female,0,Yes,Yes,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,No +5485-ITNPC,Male,0,Yes,No,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,No +0233-FTHAV,Female,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765,No +4644-PIZRT,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,No +8922-NPKBJ,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,No +2740-TVLFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,No +7771-CFQRQ,Female,0,Yes,Yes,47,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,No +9512-PHSMG,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,No +6963-EZQEE,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,No +2452-KDRRH,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,No +2004-OCQXK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,Yes +5027-QPKTE,Male,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Yes +4146-SVFUD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,No +1564-HJUVY,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,No +3617-XLSGQ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,No +7517-LDMPS,Female,0,No,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,No +7244-KXYZN,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,No +5226-NOZFC,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,No +2672-HUYVI,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,Yes +1400-WIVLL,Male,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,No +7508-MYBOG,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,Yes +8148-NLEGT,Female,0,Yes,Yes,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,No +0148-DCDOS,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,Yes +8347-GDTMP,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,No +9992-RRAMN,Male,0,Yes,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,Yes +6746-WAUWT,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,No +0310-MVLET,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,Yes +0428-IKYCP,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.0,1850.65,No +4550-VBOFE,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,Yes +2187-PKZAY,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,No +4003-OCTMP,Female,0,Yes,No,31,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64.0,1910.75,No +6652-YFFJO,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.9,716.1,No +7225-IILWY,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,No +5248-RPYWW,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,No +7923-IYJWY,Male,1,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,No +3170-GWYKC,Female,0,No,No,60,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,No +5696-QURRL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Yes +7409-KIUTL,Female,1,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71,Yes +9830-ECLEN,Male,0,Yes,Yes,58,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50.0,2919.85,No +1732-VHUBQ,Female,1,Yes,Yes,47,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Yes +0495-RVCBF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,Yes +2668-TZSPS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No +7854-EDSSA,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.0,1254.7,Yes +8869-TORSS,Female,0,No,No,48,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,Yes +7446-SFAOA,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,No +9522-ZSINC,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,No +8234-GSZYK,Male,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,No +6505-OZNPG,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,No +6164-HAQTX,Male,0,No,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,No +0679-IDSTG,Female,1,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes +7765-LWVVH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,No +1658-TJVOA,Female,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,No +0953-LGOVU,Male,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,No +2115-BFTIW,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Yes +4692-NNQRU,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,No +7742-MYPGI,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,No +0611-DFXKO,Male,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.0,1820.45,Yes +7780-OTDSO,Male,0,Yes,No,18,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,Yes +9619-GSATL,Female,0,No,No,43,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,No +5622-UEJFI,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,No +9747-DDZOS,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Yes +0674-DGMAQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,No +6203-HBZPA,Male,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,No +0484-FFVBJ,Male,0,No,No,32,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,No +0301-FIDRB,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,No +4139-JPIAM,Male,0,No,No,51,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,No +2181-TIDSV,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,No +2761-XECQW,Male,1,Yes,No,8,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,No +1936-CZAKF,Male,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,No +9453-PATOS,Female,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,No +0564-JJHGS,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,Yes +3348-CFRNX,Female,0,Yes,No,28,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,Yes +4402-FTBXC,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667,No +1428-GTBJJ,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,Yes +2931-XIQBR,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,No +0106-UGRDO,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.0,8182.85,No +5542-TBBWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,No +1930-QPBVZ,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,No +2606-PKWJB,Male,0,No,Yes,40,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,1564.05,No +5322-ZSMZY,Male,0,Yes,Yes,31,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,No +8059-UDZFY,Female,1,No,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,No +7740-BTPUX,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,No +5220-AGAAX,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,1664.3,No +0208-BPQEJ,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,No +9435-JMLSX,Male,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,No +3352-ALMCK,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,No +5312-IRCFR,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,No +5294-IMHHT,Male,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,No +8802-UNOJF,Male,1,No,No,12,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,Yes +6313-GIDIT,Male,1,No,No,53,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,Yes +6176-YJWAS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,No +5310-NOOVA,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,No +4526-EXKKN,Male,0,No,No,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,No +5311-IHLEI,Male,0,No,No,12,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,No +3987-KQDDU,Male,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,No +3404-JNXAX,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,No +5131-PONJI,Male,0,Yes,Yes,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,No +2845-AFFTX,Male,1,Yes,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4259.3,Yes +3489-VSFRD,Female,0,No,No,56,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.25,3282.75,No +3345-JHUEO,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,No +5815-HGGHV,Male,0,Yes,No,20,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,No +5260-UMPWX,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,No +2249-YPRNG,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Yes +7410-YTJIK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.45,480.75,Yes +4626-GYCZP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,Yes +5649-RXQTV,Male,0,No,No,51,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.0,5038.15,No +2674-MIAHT,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,No +2576-HXMPA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,No +7587-AOVVU,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,No +5590-BYNII,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095,Yes +6898-MDLZW,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,No +3237-AJGEH,Female,0,Yes,Yes,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31.0,95.05,Yes +4707-YNOQA,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,No +9357-UJRUN,Male,0,Yes,No,24,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,No +1591-NFNLQ,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,Yes +8648-PFRMP,Female,1,No,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,46.35,672.7,No +7663-CUXZB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,No +0258-NOKBL,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,No +1163-VIPRI,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,No +2815-CPTUL,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Yes +9348-ROUAI,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,No +9443-JUBUO,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,No +0596-BQCEQ,Female,0,Yes,Yes,62,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,Yes +1481-ZUWZA,Male,0,No,No,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Yes +3043-TYBNO,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,No +4830-FAXFM,Male,0,No,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,No +5906-BFOZT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No +2960-NKRSO,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,No +8996-ZROXE,Male,1,No,No,57,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,No +5598-IKHQQ,Female,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,No +0397-ZXWQF,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,No +5266-PFRQK,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,No +4674-HGNUA,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,No +6765-MBQNU,Female,0,Yes,No,26,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.0,684.05,No +9786-IJYDL,Female,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,No +1303-SRDOK,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,No +3769-MHZNV,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,No +6295-OSINB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,No +3308-MHOOC,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,No +2309-OSFEU,Male,0,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,Yes +2207-QPJED,Female,1,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90.0,3371.75,No +4177-JPDFU,Male,0,No,No,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34.0,442.45,No +2239-CFOUJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,No +8046-DNVTL,Male,0,Yes,No,62,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,No +2209-XADXF,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,No +6620-JDYNW,Female,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,No +1891-FZYSA,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,Yes +4770-UEZOX,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,No +1038-RQOST,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,No +7613-LLQFO,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,Yes +4568-TTZRT,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,No +9513-DXHDA,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,No +2640-PMGFL,Male,0,No,Yes,27,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,Yes +3801-HMYNL,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,Yes +0516-QREYC,Female,1,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,No +9685-WKZGT,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Yes +6022-UGGSO,Female,1,No,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Yes +8084-OIVBS,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,211.95,No +8896-BQTTI,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.0,25,No +3865-QBWSJ,Male,1,No,Yes,38,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,No +3352-RICWQ,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,No +2160-GPFXD,Male,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),65.65,3566.7,No +2065-MMKGR,Female,0,No,No,29,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71.0,2080.1,No +5857-TYBCJ,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,No +1498-NHTLT,Male,0,Yes,Yes,59,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186,No +4484-CGXFK,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,Yes +1402-PTHGN,Female,0,Yes,Yes,18,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,No +4176-RELJR,Male,1,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,No +6214-EDAKZ,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,Yes +5199-FPUSP,Male,0,No,Yes,33,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,No +6377-KSLXC,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,No +1796-JANOW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,No +0238-WHBIQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,No +8735-NBLWT,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,No +6651-RLGGM,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,No +6127-ISGTU,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,Yes +1614-JBEBI,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,No +8740-XLHDR,Male,0,No,No,5,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219,Yes +1208-DNHLN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Yes +1761-AEZZR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,Yes +3923-CSIHK,Female,1,Yes,No,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Yes +5696-EXCYS,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,No +5795-KTGUD,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,No +7120-RFMVS,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,Yes +7924-GJZFI,Female,1,Yes,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,No +4702-HDRKD,Male,0,No,No,67,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,No +8512-WIWYV,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,No +5897-ZYEKH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,No +5456-ITGIC,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,No +7317-GGVPB,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,Yes +1406-PUQVY,Male,0,No,Yes,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No +1322-AGOQM,Male,0,No,No,46,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Yes +3677-IYRBF,Female,1,No,No,2,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Yes +5692-FPTAH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Yes +9114-AAFQH,Female,0,Yes,No,48,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,65.65,3094.65,No +8715-KKTFG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,No +1550-LOAHA,Female,0,Yes,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Yes +1728-BQDMA,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,No +0268-QKIWO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Yes +0876-WDUUZ,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Yes +5117-ZSMHQ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,No +5151-HQRDG,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,No +0960-HUWBM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,No +6465-GSRCL,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,No +0617-FHSGK,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Yes +0263-FJTQO,Male,0,Yes,Yes,50,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,No +7319-ZNRTR,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,No +2858-MOFSQ,Female,0,No,Yes,17,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,55.85,937.5,Yes +7503-EPSZW,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,No +7089-XXAYG,Male,0,Yes,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,No +8118-LSUEL,Male,1,No,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,Yes +8070-AAWZP,Male,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,No +1666-JXLKU,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3810.55,No +7855-DIWPO,Female,0,No,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,No +5133-POWUA,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,No +5652-MSDEY,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,No +7005-CCBKV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,Yes +1810-BOHSY,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,No +1784-BXEFA,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,No +7351-MHQVU,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,No +9224-VTYID,Male,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,No +9500-IWPXQ,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,No +5762-TJXGK,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,No +4504-YOULA,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,No +5569-IDSEY,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,No +4250-FDVOU,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,Yes +7284-ZZLOH,Male,0,Yes,No,45,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,No +5277-ZLOOR,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.55,187.45,Yes +2141-RRYGO,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,Yes +1777-JYQPJ,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,No +6376-GAHQE,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,Yes +3401-URHDA,Male,0,No,No,51,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,No +1599-EAHXY,Male,0,Yes,Yes,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,No +8631-XVRZL,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,No +5052-PNLOS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Yes +3853-LYGAM,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,No +6979-ZNSFF,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,Yes +5751-USDBL,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.0,3846.35,No +5680-LQOGP,Female,0,No,No,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,No +2386-LAHRK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,Yes +8189-DUKMV,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,No +6032-IGALN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Yes +9931-DCEZH,Male,0,No,Yes,28,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,No +1898-JSNDC,Female,0,No,No,39,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,No +0315-LVCRK,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,No +3911-RSNHI,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,No +2410-CIYFZ,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,No +4248-HCETZ,Male,1,Yes,No,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Yes +5505-OVWQW,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,No +7271-AJDTL,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,No +1867-TJHTS,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,No +0516-WJVXC,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.2,308.25,Yes +9174-FKWZE,Female,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Yes +6860-YRJZP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,No +4429-WYGFR,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,No +2817-LVCPP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,No +5038-ETMLM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,No +5056-FIMPT,Female,0,No,Yes,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.0,4532.3,No +4521-WFJAI,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,No +6569-KTMDU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No +8809-RIHDD,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,Yes +8809-XKHMD,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,No +0396-YCHWO,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,No +0867-LDTTC,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,No +4822-NGOCH,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Yes +9391-DXGGG,Female,1,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,No +9844-FELAJ,Female,1,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,No +2122-SZZZD,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,No +5307-DZCVC,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Yes +3148-AOIQT,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,No +8679-JOEVF,Female,1,No,No,16,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,Yes +8395-ETZKQ,Male,1,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,No +6692-YQHXC,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,No +3889-VWBID,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,No +5222-JCXZT,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,78.9,No +9754-CLVZW,Female,0,Yes,Yes,26,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,No +1432-FPAXX,Female,0,No,No,29,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,Yes +2739-CCZMB,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122,No +7080-TNUWP,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.0,6602.9,No +0496-AHOOK,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,No +8336-TAVKX,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,No +2468-SJFLM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,No +3181-VTHOE,Male,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,No +7168-HDQHG,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No +4803-AXVYP,Female,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,Yes +3884-HCSWG,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,1144.5,Yes +4567-AKPIA,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,No +5077-DXTCG,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Yes +1142-WACZW,Male,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Yes +7901-HXJVA,Male,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,No +5649-ANRML,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Yes +4892-VLANZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Yes +5924-IFQTT,Male,0,Yes,Yes,13,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,No +7968-QUXNS,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,No +2919-HBCJO,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Yes +4236-XPXAV,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,Yes +8903-WMRNW,Female,0,Yes,No,15,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,No +2452-SNHFZ,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,No +3629-WEAAM,Female,0,No,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,No +6029-CSMJE,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,No +7993-NQLJE,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.1,1151.55,No +9909-DFRJA,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,No +9099-FTUHS,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.4,1249.25,No +0581-BXBUB,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,No +4962-CHQPW,Male,0,No,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,No +9467-ROOLM,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,No +3030-YZADT,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431,Yes +7410-KTVFV,Male,0,Yes,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Yes +5150-ITWWB,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,No +2253-KPMNB,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,No +1345-ZUKID,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,No +6429-SHBCB,Male,0,No,No,19,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,No +9281-OFDMF,Male,1,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,No +2603-HVKCG,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,No +1834-WULEG,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,No +9097-ZUBYC,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,No +5148-ORICT,Female,0,Yes,No,64,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,No +4893-GYUJU,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033,No +4578-PHJYZ,Male,0,Yes,Yes,52,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,No +7272-QDCKA,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,No +8908-SLFCJ,Female,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,No +8393-DLHGA,Male,0,No,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,Yes +9766-HGEDE,Female,0,Yes,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307,No +6968-MHOMU,Male,0,Yes,No,58,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45.0,2689.35,No +7395-IGJOS,Male,1,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Yes +5044-XDPYX,Female,0,Yes,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,No +1814-WFGVS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527,No +2834-SPCJV,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,Yes +3721-WKIIL,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,No +6734-CKRSM,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,63.6,No +1265-ZFOSD,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,No +6568-POCUI,Female,0,Yes,No,45,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,No +7890-VYYWG,Male,1,Yes,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,Yes +5197-LQXXH,Female,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,No +9907-SWKKF,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,Yes +3457-PQBYH,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,No +7682-AZNDK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,No +0587-DMGBH,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Yes +5384-ZTTWP,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,No +3745-HRPHI,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632,No +7636-OWBPG,Male,1,No,No,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,No +1231-YNDEK,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No +1407-DIGZV,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52,No +6397-JNZZG,Female,1,Yes,No,43,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,Yes +0570-BFQHT,Female,0,No,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,No +4393-OBCRR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,No +3523-QRQLL,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,Yes +8564-LDKFL,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.0,4178.65,No +3696-DFHHB,Female,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,No +0895-DQHEW,Male,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,Yes +4717-GHADL,Female,0,No,No,50,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,No +5501-TVMGM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,No +5879-HMFFH,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,No +6772-WFQRD,Male,0,No,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,No +3810-DVDQQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,No +6972-SNKKW,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,109.2,No +3694-GLTJM,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,No +8550-XSXUQ,Male,0,Yes,No,48,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,No +8149-RSOUN,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,Yes +9055-MOJJJ,Female,0,Yes,Yes,64,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068,No +4359-INNWN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,No +0585-EGDDA,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.0,3168.75,No +4032-RMHCI,Female,0,Yes,Yes,41,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,No +0549-CYCQN,Male,1,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,No +3481-JHUZH,Male,0,Yes,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439,No +7250-EQKIY,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,Yes +3594-IVHJZ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,No +6869-FGJJC,Male,0,No,No,68,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,No +3896-ZVNET,Female,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,No +8205-VSLRB,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,No +5960-MVTUK,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.75,96.85,No +6817-WTYHE,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,No +3082-VQXNH,Male,0,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,No +4013-UBXWQ,Female,0,No,No,7,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,Yes +4931-TRZWN,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,No +0750-EKNGL,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,No +7669-LCRSD,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,No +3567-PQTSO,Male,0,Yes,Yes,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,No +5519-NPHVG,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,Yes +8043-PNYSD,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,No +9938-EKRGF,Female,0,No,No,15,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,No +2703-AMTUL,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,No +0928-JMXNP,Male,1,Yes,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,No +8173-RXAYP,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,No +4825-XJGDM,Female,0,No,No,61,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,No +5402-HTOTQ,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,No +6734-JDTTV,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,No +7850-THJMU,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,No +3890-RTCMS,Male,0,No,No,16,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799,No +8849-GYOKR,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),106.55,5763.3,Yes +3148-BLQJT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,Yes +3717-FDJFU,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,No +3665-JATSN,Female,0,No,No,19,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,No +7966-YOTQW,Male,0,No,No,10,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,No +0461-CVKMU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,Yes +8806-EAGWC,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,Yes +8853-TZDGH,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,No +7779-LGOVN,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,Yes +4324-BZCKL,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,No +6924-TDGMT,Male,0,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,No +9710-ZUSHQ,Female,1,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,Yes +1536-YHDOE,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,No +8123-QBNAZ,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,No +3629-ZNKXA,Male,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,No +4827-LTQRJ,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,No +7711-YIJWC,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,No +5482-VXSXJ,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,No +7365-BVCJH,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,No +9620-ENEJV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,No +4183-WCSEP,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,Yes +2378-YIZKA,Female,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5607.75,No +5498-TXHLF,Female,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,87.45,2874.15,Yes +0689-DSXGL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,No +6818-DJXAA,Female,0,No,Yes,10,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,No +9722-UJOJR,Male,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Yes +0464-WJTKO,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,No +8902-ZEOVF,Male,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,No +6778-EICRF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,No +2662-NNTDK,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,No +4132-KALRO,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,No +3902-FOIGH,Male,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,Yes +6772-KSATR,Male,0,No,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Yes +7112-OPOTK,Male,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Yes +2874-YXVVA,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,No +1245-HARPS,Female,0,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,No +4210-QFJMF,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.15,317.25,Yes +4323-ELYYB,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,218.55,No +4293-ETKAP,Female,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,No +6064-PUPMC,Male,0,Yes,Yes,23,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,No +6504-VBLFL,Male,0,Yes,No,55,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,No +6322-PJJDJ,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,No +0330-BGYZE,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),102.5,6157.6,No +1085-LDWAM,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,No +7586-ZATGZ,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,No +7197-VOJMM,Male,0,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,No +3318-OSATS,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,Yes +5828-AVIPD,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,Yes +1843-TLSGD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,No +9626-VFRGG,Female,0,No,Yes,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,No +7075-BNDVQ,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35.0,135.75,No +9143-CANJF,Female,0,Yes,Yes,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,No +7284-BUYEC,Female,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,No +2041-JIJCI,Female,0,No,No,5,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64.0,370.25,No +1086-LXKFY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Yes +4900-MSOMT,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),80.2,5714.2,No +2229-VWQJH,Female,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,No +9194-GFVOI,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,No +1336-EZFZY,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,No +4282-MSACW,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,No +1403-LKLIK,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,No +2636-ALXXZ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +7774-OJSXI,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,Yes +7786-WBJYI,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Yes +0136-IFMYD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,No +5144-TVGLP,Male,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653,No +9643-AVVWI,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.0,241.3,No +0253-ZTEOB,Female,0,Yes,Yes,48,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,No +2706-QZIHY,Female,0,Yes,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,No +6061-PQHMK,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,No +9885-CSMWE,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,Yes +6137-MFAJN,Female,0,No,No,48,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,No +9122-UMROB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No +4232-JGKIY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,No +2402-TAIRZ,Female,0,No,No,37,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,No +9659-ZTWSM,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,No +9139-TWBAS,Female,0,Yes,No,26,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,No +6685-GBWJZ,Male,0,Yes,No,63,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,No +5016-ETTFF,Male,0,No,No,10,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,Yes +3866-MDTUB,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,Yes +2195-VVRJF,Male,1,Yes,No,18,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,No +3913-RDSJZ,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,No +8058-JMEQO,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,Yes +4203-QGNZA,Female,0,No,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,No +5043-TRZWM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,No +0697-ZMSWS,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,Yes +7657-DYEPJ,Male,1,No,No,38,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,Yes +9494-BDNNC,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,No +1640-PLFMP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,No +5366-OBVMR,Female,0,Yes,No,18,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,No +8276-MQBYC,Male,1,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,Yes +7644-OMVMY,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85, ,No +7593-XFKDI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.3,46.3,Yes +4573-JKNAE,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,No +0337-CNPZE,Female,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,Yes +9817-APLHW,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.0,316.2,No +8380-MQINP,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,No +0840-DFEZH,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,No +1513-XNPPH,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Yes +8690-ZVLCL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.0,6161.9,No +6015-VVHHE,Female,1,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,Yes +1125-SNVCK,Female,1,No,No,49,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,No +0384-LPITE,Male,0,No,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,No +4616-EWBNJ,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,No +6347-DCUIK,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Yes +1335-HQMKX,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,No +2545-EBUPK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.05,186.05,No +6923-AQONU,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,454,No +2172-EJXVF,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,No +0897-FEGMU,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,Yes +7663-RGWBC,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Yes +1120-BMWUB,Female,0,No,No,16,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,Yes +9124-LHCJQ,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.45,85.45,Yes +4536-PLEQY,Male,0,Yes,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,No +7029-IJEJK,Female,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,No +8871-JLMHM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,No +2235-ZGKPT,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,Yes +3891-PUQOD,Female,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,Yes +5447-VYTKW,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,No +3623-FQBOX,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,No +0689-NKYLF,Male,0,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,83.2,1060.6,Yes +8659-HDIYE,Female,1,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,No +3658-KIBGF,Female,0,No,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.9,54.9,Yes +3474-BAFSJ,Male,0,Yes,No,57,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,No +5519-YLDGW,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,Yes +3865-ZFZIB,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,No +1855-AGAWH,Male,0,Yes,No,31,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,No +7109-CQYUZ,Male,0,No,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,No +1370-GGAWX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,No +4680-KUTAJ,Female,1,No,No,11,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,No +5307-UVGNB,Female,0,Yes,Yes,53,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,No +4946-EDSEW,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Yes +2883-ILGWO,Male,1,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,No +2516-VQRRV,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,Yes +7580-UGXNC,Female,1,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,Yes +3642-BYHDO,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,No +9629-NHXFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No +2696-RZVZW,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,No +5766-FTRTS,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,No +0396-HUJBP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,No +5178-LMXOP,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,Yes +8879-ZKJOF,Female,0,No,No,41,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,No +6285-FTQBF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,No +8185-UPYBR,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438,Yes +4585-HETAI,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Yes +7526-BEZQB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,Yes +1474-JUWSM,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,68.4,3972.25,No +3530-CRZSB,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,No +8498-XXGWA,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,No +9617-INGJY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No +0621-TSSMU,Male,0,Yes,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,No +7234-KMNRQ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,73.45,No +7636-PEPNS,Female,0,Yes,Yes,58,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,No +4683-WYDOU,Male,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,No +9052-DHNKM,Male,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,No +6794-HKIAJ,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,No +5578-NKCXI,Female,0,Yes,Yes,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,No +1642-HMARX,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,No +3096-WPXBT,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,No +8434-PNQZX,Female,0,No,No,42,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,No +5950-AAAGJ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,No +4299-OPXEJ,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,No +4951-UKAAQ,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,Yes +9618-LFJRU,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,No +6693-DJWTY,Female,0,No,Yes,35,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,No +0744-GKNGE,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,No +6447-EGDIV,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,No +1167-OYZJF,Female,1,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,No +2108-YKQTY,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Yes +4806-DXQCE,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,No +4918-QLLIW,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,Yes +7056-IMHCC,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,Yes +4854-SSLTN,Male,0,Yes,Yes,2,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,No +5294-DMSFH,Female,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,No +4837-PZTIC,Female,0,No,No,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,No +1625-JAIIY,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83.0,5685.8,Yes +0603-OLQDC,Male,0,No,Yes,12,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,No +3272-VUHPV,Female,0,Yes,Yes,8,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,No +4176-FXYBO,Male,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,No +1063-DHQJF,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,No +8663-UPDGF,Female,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,No +6719-FGEDO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97.0,7104.2,No +1837-YQUCE,Female,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,No +2947-DOMLJ,Male,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,Yes +4112-LUEIZ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,Yes +0369-ZGOVK,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,No +4510-HIMLV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes +9919-KNPOO,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,No +8749-JMNKX,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,Yes +7872-BAAZR,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,No +9391-LMANN,Male,0,No,Yes,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,No +2430-USGXP,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,2391.8,Yes +8174-TBVCF,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,No +1698-XFZCI,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6521.9,No +1877-HKBQX,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,No +4450-DLLMH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,No +0428-AXXLJ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,No +2746-DIJLO,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),56.3,2364,No +5955-ERIHD,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,1687.95,Yes +0917-EZOLA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,Yes +3508-VLHCZ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,No +4086-ATNFV,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,No +0468-YRPXN,Male,0,No,No,29,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,No +5996-NRVXR,Male,1,Yes,No,40,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,No +3739-YBWAB,Male,0,Yes,No,36,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,No +7047-FWEYA,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,No +2000-MPKCA,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,No +9762-YAQAA,Male,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,No +5949-EBSQK,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,Yes +5473-KHBPS,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,No +0100-DUVFC,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,No +5397-TUPSH,Male,1,Yes,No,65,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,No +8950-MTZNV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,No +0326-VDYXE,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,No +6773-LQTVT,Female,1,Yes,Yes,29,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,35.65,1025.15,No +7274-RTAPZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,Yes +0436-TWFFZ,Female,0,No,No,67,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,No +8566-YPRGL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No +0311-UNPFF,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,Yes +6609-MXJHJ,Female,0,Yes,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,No +2669-OIDSD,Female,0,Yes,No,48,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834,No +8400-WZICQ,Female,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,No +3834-XUIFC,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,Yes +9576-SYUHJ,Male,0,No,No,37,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,No +0410-IPFTY,Female,0,Yes,No,31,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,No +2831-EBWRN,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,No +9430-NKQLY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,No +8414-MYSHR,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,Yes +0247-SLUJI,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,No +9402-ORRAH,Female,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,No +6483-OATDN,Male,0,Yes,Yes,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,No +1293-HHSHJ,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741,No +4840-ORQXB,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,No +7599-FKVXZ,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Yes +3982-DQLUS,Male,1,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,No +8610-ZIKJJ,Female,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,No +3756-VNWDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,No +7801-KICAO,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,No +7673-LPRNY,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,No +8229-TNIQA,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Yes +6060-QBMGV,Male,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,No +7339-POGZN,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,No +2828-SLQPF,Male,0,No,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,865.85,No +4465-VDKIQ,Female,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,No +2921-XWDJH,Female,1,Yes,No,38,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.45,3147.15,No +6221-AVQYL,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Yes +2558-BUOZZ,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,No +9257-AZMTZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,No +0003-MKNFE,Male,0,No,No,9,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,No +0975-UYDTX,Female,0,Yes,No,26,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,No +7743-EXURX,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Yes +4682-BLBUC,Male,0,Yes,No,44,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,No +0975-VOOVL,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,No +5968-VXZLG,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,No +5569-KGJHX,Female,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,Yes +4988-IQIGL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes +5201-FRKKS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,No +9799-CAYJJ,Female,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,No +7730-IUTDZ,Male,0,No,No,43,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Yes +0426-TIRNE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes +5443-SCMKX,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,No +8295-KMENE,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,No +6738-ISCBM,Male,0,No,No,44,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.0,2440.25,No +9821-BESNZ,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,No +3678-MNGZX,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,No +1335-NTIUC,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,No +2916-BQZLN,Male,0,No,No,19,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,No +4558-CGYCZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,No +2368-GAKKQ,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,No +8710-YGLWG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,No +3199-XGZCY,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,No +3785-KTYSH,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279,No +6814-ZPWFQ,Male,1,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.0,1260.7,No +4063-EIKNQ,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,No +6993-YCOBK,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,No +5206-HPJKM,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,No +7587-RZNME,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Yes +0748-RDGGM,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,Yes +8393-JMVMB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,No +5019-GQVCR,Male,1,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,No +6036-TTFYU,Female,0,Yes,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,No +2550-AEVRU,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053,No +0969-RGKCU,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,No +0378-CJKPV,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,No +4706-AXVKM,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Yes +5889-JTMUL,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,Yes +9026-RNUJS,Male,1,No,No,5,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,Yes +3746-EUBYR,Male,0,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Yes +2332-EFBJY,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Yes +2880-FPNAE,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,No +1703-MGIAB,Female,0,No,No,17,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.0,1108,No +4311-QTTAI,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,No +9474-PHLYD,Female,0,No,No,15,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,Yes +4318-RAJVY,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,No +2165-VOEGB,Female,0,No,Yes,46,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,Yes +3612-YUNGG,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,No +2254-DLXRI,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,No +5062-CJJKH,Male,0,Yes,Yes,25,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,No +9028-LIHRP,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209,No +2219-MVUSO,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Yes +1053-MXTTK,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,No +1530-ZTDOZ,Female,0,Yes,No,49,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,No +1301-LOPVR,Male,0,Yes,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,No +0853-TWRVK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,No +8914-RBTSB,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,Yes +6212-ATMLK,Female,0,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,No +8200-LGKSR,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,No +1568-BEKZM,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,No +0670-ANMUU,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,No +6897-RWMUB,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,No +0963-ZBDRN,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,Yes +7594-RQHXR,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,Yes +6999-CHVCF,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,No +6134-KWTBV,Male,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,No +1077-HUUJM,Female,0,No,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,No +6331-EWIEB,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,Yes +0895-LNKRC,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,No +2045-BMBTJ,Female,1,No,No,33,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,No +8417-GSODA,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,No +5171-EPLKN,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470,No +4452-QIIEB,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,No +5998-VVEJY,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,Yes +1624-NALOJ,Male,1,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,Yes +6741-EGCBI,Male,1,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,No +7820-ZYGNY,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,No +4317-VTEOA,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,Yes +9677-AVKED,Female,0,No,Yes,53,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,No +1670-SVOWZ,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Yes +2227-JRSJX,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,No +9847-HNVGP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,No +6696-YDAYZ,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,No +8980-WQFWL,Female,0,No,No,35,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,62.1,2096.1,No +1730-ZMAME,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665,No +6506-EYCNH,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,No +4634-JLRJT,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,No +9501-UKKNL,Male,0,No,No,59,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,No +2560-QTSBS,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,No +7541-YLXCL,Male,0,No,No,36,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,Yes +4795-WRNVT,Female,0,No,No,40,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,65.1,2586,No +6080-TCMYC,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,No +0260-ZDLGK,Female,0,No,Yes,9,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,Yes +7860-UXCRM,Male,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,No +6357-JJPQT,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,No +2292-XQWSV,Male,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,No +9552-TGUZV,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,658.1,No +5913-INRQV,Male,1,Yes,No,34,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,No +8722-NGNBH,Male,0,No,No,5,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40.0,223.45,Yes +6210-KBBPI,Male,1,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,Yes +9643-YBLUR,Male,0,Yes,No,9,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,No +8734-FNWVH,Male,0,Yes,Yes,31,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,No +9447-YPTBX,Female,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,No +0133-BMFZO,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,Yes +6128-CZOMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes +9540-JYROE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,Yes +9026-LHEVG,Female,0,No,No,9,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,No +2260-USTRB,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Yes +3656-TKRVZ,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,Yes +7011-CVEUC,Male,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,No +6185-TASNN,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,No +7925-PNRGI,Female,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,No +8623-TMRBY,Male,1,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,Yes +1552-CZCLL,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.0,1087.25,No +3038-PQIUY,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,No +1501-SGHBW,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81,Yes +9313-CDOGY,Male,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,No +8148-BPLZQ,Male,0,No,No,34,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,No +2623-DRYAM,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,No +9987-LUTYD,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,No +3208-YPIOE,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,3017.65,Yes +4488-KQFDT,Female,0,No,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423,No +2612-RANWT,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Yes +5693-PIPCS,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,No +0491-KAPQG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,No +1925-LFCZZ,Male,1,No,No,55,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,No +8039-EQPIM,Male,0,Yes,No,69,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,No +6900-PXRMS,Male,1,Yes,Yes,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,Yes +8707-RMEZH,Female,1,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,No +3346-BRMIS,Female,1,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,Yes +3209-ZPKFI,Male,0,Yes,Yes,47,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,No +6479-VDGRK,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,No +9373-WSLOY,Male,1,Yes,No,33,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.0,1750.85,No +2933-FILNV,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,Yes +3569-JFODW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,No +9819-FBNSV,Male,1,Yes,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,No +9544-PYPSJ,Female,1,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,No +1591-XWLGB,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,No +0396-UKGAI,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,No +3243-ZHOHY,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,No +5186-EJEGL,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,No +7527-QNRUS,Male,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,No +9986-BONCE,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Yes +2722-JMONI,Female,1,Yes,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Yes +2203-GHNWN,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,No +3878-AVSOQ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,No +3258-SYSWS,Male,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,No +5296-PSYVW,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,No +6319-QSUSR,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,No +4083-EUGRJ,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Yes +7579-OOPEC,Female,1,Yes,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Yes +0512-FLFDW,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.5,6029,No +1771-OADNZ,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,Yes +0487-CRLZF,Female,0,No,No,49,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,No +2107-FBPTK,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,No +9451-WLYRI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,No +8219-VYBVI,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1004.35,No +1991-VOPLL,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,No +9738-QLWTP,Male,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,No +1016-DJTSV,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,No +9419-IPPBE,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,No +0174-QRVVY,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,No +5699-BNCAS,Male,1,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,No +2900-PHPLN,Female,1,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,No +0612-RTZZA,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,Yes +8106-GWQOK,Male,0,Yes,No,38,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.0,2193.2,No +8751-EDEKA,Female,0,Yes,No,28,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,No +6878-GGDWG,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No +4039-PIMHX,Male,1,Yes,No,49,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,No +8450-LUGUK,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,No +3604-WLABM,Female,0,No,No,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583,No +0795-GMVQO,Male,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,No +2259-OUUSZ,Male,0,No,No,7,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,No +1142-IHLOO,Female,0,No,No,51,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,No +6410-LEFEN,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,416.45,Yes +4633-MKHYU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,No +6257-RJOHI,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,No +1545-JFUML,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.0,6994.6,No +3194-ORPIK,Female,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,Yes +7826-VVKWT,Female,1,Yes,Yes,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,No +1353-GHZOS,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,No +2587-EKXTS,Male,0,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,No +5442-BXVND,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,No +8816-VXNZD,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Yes +9378-FXTIZ,Female,0,Yes,No,54,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,Yes +1723-HKXJQ,Male,0,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,Yes +7825-GKXMW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,Yes +9753-OYLBX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,No +2364-UFROM,Male,0,No,No,30,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,No +6656-JWRQX,Female,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,No +6473-ULUHT,Male,0,Yes,Yes,16,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,No +1240-KNSEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes +0836-SEYLU,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,Yes +4433-JCGCG,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4680.05,Yes +3716-BDVDB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Yes +7688-AWMDX,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,No +7244-QWYHG,Male,0,Yes,No,50,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),44.45,2188.45,No +5899-MQZZL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.0,999.45,Yes +6849-OYAMU,Male,0,Yes,Yes,19,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100.0,1888.65,Yes +5312-UXESG,Female,0,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,No +9488-HGMJH,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Yes +6038-GCYEC,Female,0,No,No,24,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,Yes +2150-WLKUW,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635,No +7159-FVYPK,Female,0,Yes,Yes,3,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235,No +7032-LMBHI,Female,0,No,No,37,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,No +1150-WFARN,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,Yes +6088-BXMRG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,No +3144-AUDBS,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,Yes +4821-SJHJV,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,No +7346-MEDWM,Female,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,83.25,4949.1,No +1137-DGOWI,Female,0,Yes,No,30,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,No +5616-PRTNT,Male,0,No,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Yes +3812-LRZIR,Female,0,Yes,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,No +4818-QIUFN,Female,1,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Yes +9483-GCPWE,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,No +4227-OJHAL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73.0,5163,No +9220-CXRSC,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,No +4993-JCRGJ,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,No +9537-JALFH,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,No +6698-OXETB,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,No +2103-ZRXFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,No +3724-BSCVH,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,No +4877-TSOFF,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,No +9209-NWPGU,Male,0,No,No,44,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,No +6961-VCPMC,Male,1,Yes,No,46,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,Yes +7306-YDSOI,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,No +5288-AHOUP,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,No +6688-UZPWD,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.0,1145.35,Yes +0655-YDGFJ,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,No +8468-EHYJA,Female,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,No +6823-SIDFQ,Male,0,No,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,No +1097-FSPVW,Female,0,No,No,42,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,No +2839-RFSQE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,Yes +8328-SKJNO,Male,0,No,Yes,23,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,No +7010-ZMVBF,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357,No +5201-CBWYG,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,No +0968-GSIKN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Yes +1965-DDBWU,Male,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Yes +9057-SIHCH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,Yes +6352-GIGGQ,Male,0,No,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,No +3635-QQRQD,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,No +6771-XWBDM,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,Yes +2897-DOVND,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,No +3082-YVEKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),77.15,1759.4,No +0191-EQUUH,Female,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,No +7134-HBPBS,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,No +3489-HHPFY,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,No +2926-JEJJC,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,No +8601-QACRS,Female,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Yes +4950-BDEUX,Male,0,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,No +5789-LDFXO,Male,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,No +0508-OOLTO,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,No +2984-TBYKU,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,No +9822-WMWVG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,No +2391-SOORI,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,Yes +9040-KZVWO,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,No +2645-QTLMB,Male,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669,Yes +4806-HIPDW,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,Yes +1548-ARAGG,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,No +6339-RZCBJ,Male,0,No,No,48,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,No +4424-TKOPW,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,Yes +4415-WNGVR,Female,1,Yes,No,12,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,No +2522-AHJXR,Male,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,No +0412-UCCNP,Male,0,No,No,55,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,No +1816-FLZDK,Male,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,29.15,29.15,No +7096-UCLNH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +8443-ZRDBZ,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,Yes +9136-ALYBR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,Yes +4615-PIVVU,Female,0,No,No,42,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,No +8885-QSQBX,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,No +7479-NITWS,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,Yes +8617-ENBDS,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,No +9385-NXKDA,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,No +0430-IHCDJ,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.0,749.25,No +2959-MJHIC,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,Yes +6674-KVJHG,Female,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,No +1814-DKOLC,Female,0,No,No,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,No +4201-JMNGR,Female,1,No,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Yes +9351-HXDMR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,No +3537-HPKQT,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,No +2129-ALKBS,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,No +5821-MMEIL,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,No +5960-WPXQM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,Yes +0684-AOSIH,Male,0,Yes,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.0,95,Yes +8260-NGFNY,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,Yes +1309-XGFSN,Male,1,Yes,Yes,52,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,No +1866-RZZQS,Male,1,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,Yes +6968-URWQU,Male,0,Yes,No,43,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,No +4742-TXUEX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,No +9631-XEYKE,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,No +8631-NBHFZ,Male,1,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.4,5154.6,Yes +1335-MXCSE,Male,0,Yes,Yes,55,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,No +8873-TMKGR,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,No +8800-JOOCF,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,966.55,No +1469-LBJQJ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,No +4958-XCBDQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,Yes +8337-UPOAQ,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,914.3,Yes +0064-YIJGF,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929,No +2386-OWURY,Female,0,No,No,58,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,No +1725-IQNIY,Male,0,Yes,No,54,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,Yes +0310-VQXAM,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,No +6598-RFFVI,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Yes +3453-RTHJQ,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435,No +6712-OAWRH,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,Yes +6278-FEPBZ,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,No +4280-DLSHD,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,No +1508-DFXCU,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912,No +8614-VGMMV,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Yes +7868-BGSZA,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,No +2800-QQUSO,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,No +2930-UOTMB,Female,0,No,No,31,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.25,1994.3,Yes +7973-DZRKH,Female,0,No,Yes,66,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,No +5914-DVBWJ,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,Yes +7698-YFGEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20,No +2533-QVMSK,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,Yes +9773-PEQBZ,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,No +8644-XLFBW,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes +0650-BWOZN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,No +8625-AZYZY,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,Yes +7785-RDVIG,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,No +9602-WCXPI,Male,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,No +2903-YYTBW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,No +3620-MWJNE,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,No +8573-JGCZW,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,No +6837-HAEVO,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.0,7297.75,No +6701-YVNQG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,No +9306-CPCBC,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,Yes +4304-XUMGI,Male,1,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,No +9504-YAZWB,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,No +8819-ZBYNA,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,No +6174-NRBTZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,No +9481-IEBZY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,No +1833-VGRUM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,Yes +6137-NICCO,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,No +9065-ZCPQX,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,No +6402-EJMWF,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,No +3620-EHIMZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,No +3213-VVOLG,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35, ,No +6870-ECSHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,No +8747-UDCOI,Female,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,No +8374-XGEJJ,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4388.4,Yes +2656-TABEH,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,Yes +6946-LMSQS,Male,1,Yes,No,25,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,Yes +4626-OZDTJ,Female,0,Yes,No,51,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,No +9169-BSVIN,Male,0,No,No,12,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,No +2325-ZUSFD,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,Yes +8194-PEEBY,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,No +6872-HXFNF,Female,0,Yes,No,64,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,No +3932-CMDTD,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,Yes +7714-YXSMB,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,No +8387-UGUSU,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,No +1080-BWSYE,Male,1,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,No +4039-HEUNW,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.5,3436.1,Yes +1194-HVAIF,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95.0,2462.55,No +0812-WUPTB,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,Yes +3594-UVONA,Female,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,Yes +0004-TLHLJ,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Yes +1767-TGTKO,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,No +8439-LTUGF,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.0,198.6,No +8805-JNRAZ,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,No +5089-IFSDP,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Yes +6418-HNFED,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,No +0206-OYVOC,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,No +7291-CDTMJ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,No +7128-GGCNO,Male,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,No +0237-YFUTL,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,No +7691-KGKGP,Male,0,Yes,Yes,53,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),65.0,3363.8,No +6710-HSJRD,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,No +3675-EQOZA,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No +0840-DCNZE,Male,0,No,No,47,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,No +1732-FEKLD,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,No +9862-KJTYK,Male,0,No,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,No +0479-HMSWA,Female,0,No,Yes,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,No +5854-KSRBJ,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,No +0365-BZUWY,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,No +4817-VYYWS,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,Yes +5701-SVCWR,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.0,24,No +3129-AAQOU,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,No +4922-CVPDX,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,No +1396-QWFBJ,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Yes +1357-BIJKI,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,No +1099-BTKWT,Female,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,No +5299-SJCZT,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Yes +2018-PZKMU,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.1,970.45,No +7340-KEFQE,Female,0,Yes,Yes,51,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782,No +4570-QHXHL,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,No +2403-BCASL,Male,1,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,Yes +7392-YYPYJ,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,No +2898-LSJGD,Female,0,Yes,Yes,21,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,Yes +2223-GDSHL,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,No +7359-PTSXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,Yes +9470-RTWDV,Male,0,Yes,Yes,26,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.0,2083.1,No +2176-OSJUV,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,No +9348-YVOMK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,No +8104-OSKWT,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,No +4521-YEEHE,Female,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,No +4090-KPJIP,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,No +3786-WOVKF,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,No +4503-BDXBD,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,815.5,Yes +6086-ESGRL,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,Yes +2592-HODOV,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,No +3886-CERTZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,Yes +7995-ZHHNZ,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,No +3824-RHKVR,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,No +5816-SCGFC,Female,1,No,No,7,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,No +5989-AXPUC,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,No +4979-HPRFL,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,No +8590-OHDIW,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,No +8015-IHCGW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,No +2332-TODQS,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,No +9278-VZKCD,Female,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,No +8008-OTEZX,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,No +2773-OVBPK,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,No +5999-LCXAO,Female,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,No +5206-XZZQI,Male,0,No,No,53,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,No +4803-LBYPN,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,No +5759-RCVCB,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),35.2,108.95,Yes +6372-RFVNS,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,Yes +2139-FQHLM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,89.95,1682.4,No +8261-GWDBQ,Female,1,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,No +1093-YSWCA,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,No +8938-UMKPI,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,5127.95,Yes +0991-BRRFB,Male,0,No,No,18,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,Yes +3882-IYOIJ,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,No +8749-TZYEC,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,No +1755-FZQEC,Male,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,No +3115-JPJDD,Female,0,Yes,No,59,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,No +5600-KTXFM,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.95,143.9,No +3871-IKPYH,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,Yes +6319-IEJWJ,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,Yes +9025-AOMKI,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,Yes +6339-TBELP,Male,0,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172,No +7964-YESJC,Female,0,Yes,No,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,No +6173-GOLSU,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079,No +5275-SQEIZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,Yes +7716-YTYHG,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,Yes +9938-ZREHM,Female,0,Yes,No,37,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,No +7950-XWOVN,Male,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,No +4390-KYULV,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,Yes +4647-MUZON,Female,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,No +9702-AIUJO,Male,0,Yes,Yes,50,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,No +8849-PRIQJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,No +8851-RAGOV,Female,0,Yes,No,25,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,No +1304-NECVQ,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,Yes +5396-IZEPB,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,No +1729-VLAZJ,Female,0,No,Yes,10,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,411.45,No +8285-ABVLB,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,No +0701-TJSEF,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,No +5712-VBOXD,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No +6629-LADHQ,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,No +8945-GRKHX,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.65,78.65,Yes +1559-DTODC,Male,0,No,No,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,No +4797-MIWUM,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,No +6959-UWKHF,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Yes +8720-RQSBJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.0,44,No +4537-CIBHB,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,No +3815-SLMEF,Female,0,No,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,Yes +5154-VEKBL,Female,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,Yes +4324-AHJKS,Female,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,No +4355-CVPVS,Female,0,Yes,Yes,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968,No +4495-LHSSK,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,No +5655-JSMZM,Male,1,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,4718.25,Yes +5915-ANOEI,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,No +9861-PDSZP,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,No +4505-EXZHB,Female,1,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,Yes +7225-CBZPL,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,No +6704-UTUKK,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.9,1332.4,No +4587-VVTOX,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,Yes +2019-HDCZY,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,No +4652-NNHNY,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Yes +8788-DOXSU,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,No +7404-JLKQG,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,No +7421-ZLUPA,Female,0,No,No,8,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,No +8972-HJWNV,Female,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,Yes +3274-NSDWE,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,No +2632-IVXVF,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,No +3692-JHONH,Female,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,No +8915-NNTRC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,No +5914-GXMDA,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,No +7463-IFMQU,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,No +2920-RNCEZ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,No +2541-YGPKE,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,No +8515-OCTJS,Female,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Yes +5382-TEMLV,Male,0,No,No,45,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,No +3441-CGZJH,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,No +9592-ERDKV,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,No +2860-RANUS,Female,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Yes +5261-QSHQM,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Yes +4778-IZARL,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,No +0432-CAJZV,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,No +7008-LZVOZ,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,No +8868-WOZGU,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,Yes +1200-TUZHR,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,No +9365-CSLBQ,Male,0,No,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,No +1334-FJSVR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,Yes +5884-FBCTL,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,No +7130-CTCUS,Male,1,Yes,No,16,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,No +6242-FEGFD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,No +7625-XCQRH,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Yes +6194-HBGQN,Male,0,No,No,51,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,No +7634-WSWDB,Female,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,No +6986-IXNDM,Male,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,No +1731-TVIUK,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Yes +2987-BJXIK,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,No +9769-TSBZE,Female,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66.0,4891.5,No +0406-BPDVR,Female,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,Yes +0618-XWMSS,Male,0,No,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Yes +1395-WSWXR,Male,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,No +6023-GSSXW,Female,0,Yes,No,69,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,No +6752-APNJL,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,No +5276-KQWHG,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,Yes +0420-HLGXF,Female,1,No,No,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036,No +7446-KQISO,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,No +9823-EALYC,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,No +0582-AVCLN,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,No +5803-NQJZO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),67.8,4804.65,No +2565-JSLRY,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Yes +2607-DHDAK,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,No +1073-XXCZD,Male,0,Yes,No,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,No +0743-HRVFF,Female,0,Yes,Yes,51,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,No +4006-HKYHO,Male,0,No,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,No +3727-JEZTU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No +8143-ETQTI,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,No +6689-KXGBO,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,Yes +9667-TKTVZ,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,No +3657-COGMW,Female,1,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,No +8570-KLJYJ,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,No +7754-IXRMC,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,No +9473-CBZOP,Female,0,No,No,28,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59.0,1654.45,No +2969-WGHQO,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,No +6615-NGGZJ,Male,0,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.55,1415.55,Yes +4334-HOWRP,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546,No +4255-DDUOU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Yes +5863-OOKCL,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,No +1686-STUHN,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,No +1329-VHWNP,Female,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,No +2984-MIIZL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Yes +0266-GMEAO,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,No +5590-YRFJT,Female,0,Yes,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Yes +5574-NXZIU,Male,0,No,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,No +0019-GFNTW,Female,0,No,No,56,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,No +4256-ZWTZI,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51.0,286.8,No +8309-PPCED,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,No +4098-NAUKP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,No +5196-WPYOW,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,No +4608-LCIMN,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,No +1485-YDHMM,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,No +4054-CUMIA,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,No +0603-TPMIB,Female,0,Yes,Yes,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,No +2525-GVKQU,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093,No +8161-QYMTT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,701.3,No +9581-GVBXT,Male,0,Yes,Yes,59,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,No +5862-BRIXZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,No +5404-GGUKR,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,No +3308-JSGML,Male,1,Yes,No,59,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,No +2126-GSEGL,Female,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,No +3677-TNKIO,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.0,914,Yes +0440-QEXBZ,Female,0,No,No,44,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,No +2434-EEVDB,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,No +6762-QVYJO,Female,0,Yes,Yes,58,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,No +6199-IWKGC,Female,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,No +2675-DHUTR,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,No +8152-VETUR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,No +9667-EQRXU,Female,1,No,No,30,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,Yes +7446-YPODE,Male,1,No,No,11,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,No +9522-BNTHX,Female,1,No,No,34,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,No +4676-WLUHT,Male,0,No,No,54,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),46.2,2431.95,No +3329-WDIOK,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,Yes +7980-MHFLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,No +2873-ZLIWT,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,Yes +3415-TAILE,Female,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,Yes +0757-WCUUZ,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,No +1629-DQQVB,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,No +1915-IOFGU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,Yes +3045-XETSH,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,Yes +0374-AACSZ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,No +7239-HZZCX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes +4872-VXRIL,Male,0,No,No,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,No +9140-CZQZZ,Female,0,Yes,No,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,No +3423-HHXAO,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272,No +9938-TKDGL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668,No +0531-ZZJWQ,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.0,4052.4,No +6537-QLGEX,Female,0,No,No,16,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,No +2688-BHGOG,Male,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,No +7683-CBDKJ,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,Yes +0946-CLJTI,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,Yes +3160-TYXLT,Male,0,No,No,53,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,No +1325-USMEC,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,No +0916-QOFDP,Female,1,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,No +0628-CNQRM,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,Yes +5606-AMZBO,Female,0,Yes,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,No +6199-IPCAO,Female,0,Yes,Yes,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,No +7665-TOALD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +0112-QWPNC,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,Yes +0324-BRPCJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,Yes +2777-PHDEI,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,Yes +5640-CAXOA,Female,0,No,No,30,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,No +2235-EZAIK,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.2,5401.9,No +3847-BAERP,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247,No +1196-AMORA,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520,Yes +4282-YMKNA,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Yes +1453-RZFON,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,No +8263-OKETD,Female,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,No +0670-KDOMA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +2476-YGEFM,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76.0,2215.25,No +8687-BAFGU,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.0,74,No +0641-EVBOJ,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,No +0829-XXPLX,Female,0,No,No,20,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,No +9974-JFBHQ,Male,0,No,Yes,64,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,No +5356-RHIPP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +6624-JDRDS,Female,0,No,No,6,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,No +0608-JDVEC,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,No +9780-FKVVF,Male,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,No +1919-RTPQD,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,No +5214-NLTIT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,No +3345-PBBFH,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,No +5055-BRMNE,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,No +9189-JWSHV,Female,1,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,Yes +2190-PHBHR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,No +2650-GYRYL,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,No +0746-JTRFU,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Yes +5208-FVQKB,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,No +7184-LRUUR,Female,0,No,No,22,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,No +6627-CFOSN,Female,0,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,No +3982-JGSFD,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,No +1574-DYCWE,Female,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,No +7247-XOZPB,Male,0,Yes,No,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,No +2466-FCCPT,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,No +6211-WWLTF,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,No +4826-TZEVA,Female,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,No +6016-NXBNJ,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638,No +9138-EFSMO,Male,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,No +0576-WNXXC,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,Yes +4632-XJMEX,Male,0,No,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,No +8910-LEDAG,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,No +3452-GWUIN,Female,1,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,No +2716-GFZOR,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,No +3724-UCSHY,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,No +8626-XHBIE,Male,0,No,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,No +4628-CTTLA,Male,0,No,No,57,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,Yes +3192-LNKRK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.05,2909.95,No +4439-YRNVD,Female,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374,No +2876-VBBBL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Yes +6834-NXDCA,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Yes +2208-UGTGR,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,No +3005-TYFRD,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,No +8670-MEFCP,Female,0,Yes,Yes,36,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,No +3079-BCHLN,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,No +7777-UNYHB,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,No +5597-GLBUC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,Yes +7278-CKDNC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,No +2748-MYRVK,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.9,6137,Yes +8450-UYIBU,Female,1,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,No +2969-VAPYH,Female,0,No,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870,No +4822-YCXMX,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,Yes +7181-OQCUT,Male,0,No,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,103.85,2215,No +8474-UMLNT,Female,0,No,No,13,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,No +9821-POOTN,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Yes +3836-FZSDJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901,No +9142-XMYJH,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,No +6559-ILWKJ,Male,0,Yes,No,71,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,Yes +0187-QSXOE,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.0,605.45,No +7733-UDMTP,Female,1,No,No,57,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,3094.05,No +2649-HWLYB,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,No +5214-CHIWJ,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,No +4229-CZMLL,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Yes +6904-JLBGY,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,No +2465-BLLEU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,No +1685-VAYJF,Male,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),45.2,492,No +8874-EJNSR,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,No +6917-YACBP,Female,1,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,No +5049-MUBWG,Male,0,No,No,26,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),75.0,1908.35,No +4223-WOZCM,Male,1,No,No,2,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,No +0769-MURVM,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,No +9253-VIFJQ,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,No +7030-FZTFM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,No +9741-YLNTD,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,No +5917-RYRMG,Male,1,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,No +5120-ZBLAI,Female,0,Yes,No,50,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,No +1194-BHJYC,Male,0,Yes,No,61,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,No +3663-MITLP,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,Yes +0906-QVPMS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,No +9025-ZRPVR,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Yes +1905-OEILC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,No +7858-GTZSP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,No +3285-UCQVC,Female,0,No,No,37,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,Yes +6248-BSHKG,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,No +4685-TFLLS,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,No +3470-BTGQO,Male,0,No,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,No +1209-VFFOC,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,No +8224-DWCKX,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,No +5482-PLVPE,Female,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,Yes +4553-DVPZG,Female,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,No +4902-OHLSK,Female,1,No,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,Yes +6917-IAYHD,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,No +0495-ZBNGW,Male,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Yes +8620-RJPZN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,No +7572-KPVKK,Male,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,No +2642-MAWLJ,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,No +2357-COQEK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,Yes +7103-ZGVNT,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),73.7,4885.85,No +3737-GCSPV,Female,0,Yes,No,11,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Yes +2027-WKXMW,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,No +7137-NAXML,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,No +2428-ZMCTB,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,No +2961-VNFKL,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,No +1768-HNVGJ,Female,1,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,No +6963-KQYQB,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,No +5934-RMPOV,Female,0,No,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,No +1207-BLKSA,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,No +4088-YLDSU,Male,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,Yes +8316-BBQAY,Female,0,No,No,65,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,No +1166-PQLGG,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,No +3146-JTQHR,Male,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,No +4291-YZODP,Female,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,No +4395-PZMSN,Male,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,No +6427-FEFIG,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),78.6,1846.65,No +0017-IUDMW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,No +8706-HRADD,Male,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,No +9955-QOPOY,Male,0,Yes,No,69,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,No +4385-ZKVNW,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,No +5446-DKWYW,Female,1,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,No +2034-CGRHZ,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Yes +5797-APWZC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,Yes +3683-QKIUE,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Yes +4228-ZGYUW,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,Yes +9031-ZVQPT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,No +2990-IAJSV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.0,6632.75,No +8107-KNCIM,Male,1,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,No +9027-YFHQJ,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,No +5176-LDKUH,Female,0,No,No,48,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,No +4644-OBGFZ,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,No +7926-IJOOU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,No +6480-YAGIY,Male,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,No +4029-HPFVY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,No +7602-DBTOU,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,No +5345-BMKWB,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,No +3519-ZKXGG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Yes +5457-COLHT,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,No +6416-TVAIH,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Yes +5451-YHYPW,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,No +5108-ADXWO,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Yes +7998-WNZEM,Male,0,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,No +3066-RRJIO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Yes +4664-NJCMS,Female,0,Yes,No,33,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,No +0307-BCOPK,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,No +7629-WFGLW,Female,1,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,95.65,5471.75,No +2542-HYGIQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,No +6715-OFDBP,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,Yes +5016-LIPDW,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,No +6481-LXPWL,Male,0,Yes,Yes,56,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),36.1,1971.5,No +1567-DSCIC,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.0,773.65,Yes +2150-UWTFY,Female,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,Yes +6124-ACRHJ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No +9362-MWODR,Female,0,No,Yes,40,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,No +9975-GPKZU,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,No +9625-RZFUK,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,No +5153-LXKDT,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,No +5161-UBZXI,Male,0,Yes,Yes,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,No +1020-JPQOW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,No +7919-ZODZZ,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,No +0565-JUPYD,Male,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,No +6867-ACCZI,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,52.5,1208.15,No +5939-XAIXZ,Female,0,No,No,19,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,No +9054-FOWNV,Male,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,No +2683-BPJSO,Male,0,Yes,No,29,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Yes +2157-MXBJS,Male,0,Yes,No,13,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,Yes +8207-VVMYB,Female,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,2006.95,No +9732-EQMWY,Female,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025,No +9360-AHGNL,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,Yes +1087-UDSIH,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Yes +5269-NRGDP,Male,0,Yes,Yes,42,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,No +6195-MELTI,Male,0,No,No,57,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,No +5485-WUYWF,Male,1,No,No,2,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,Yes +2121-JAFOM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,No +8818-DOPVL,Female,1,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,No +2632-UCGVD,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,Yes +5445-PZWGX,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102.0,6529.25,Yes +1227-UDMZR,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,No +5198-HQAEN,Male,0,Yes,Yes,35,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,No +9170-CCKOU,Male,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Yes +2167-FQSTQ,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,No +2819-GWENI,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543,No +1043-YCUTE,Male,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Yes +3814-MLAXC,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Yes +3572-UUHRS,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,No +2692-PFYTJ,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,No +1226-UDFZR,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,Yes +5955-EPOAZ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,No +6821-JPCDC,Female,0,Yes,No,48,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,No +8815-LMFLX,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,No +9135-HSWOC,Male,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No +8582-KRHPJ,Male,0,No,No,50,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.0,1782.4,No +5811-IWXYM,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,No +7044-YAACC,Male,1,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,No +8189-XRIKE,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,No +1506-YJTYT,Male,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371,No +4123-DVHPH,Male,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,No +6425-YQLLO,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,Yes +5442-UTCVD,Male,0,No,Yes,3,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,91.85,257.05,Yes +2228-BZDEE,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,No +7734-DBOAI,Female,0,Yes,Yes,1,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,40.1,40.1,Yes +2789-CZANW,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,No +2091-RFFBA,Female,1,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,Yes +2114-MGINA,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,Yes +7596-LDUXP,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,No +3740-RLMVT,Male,1,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,No +4489-SNOJF,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,Yes +2192-OZITF,Female,0,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,No +5651-CPDND,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,492.1,No +2186-QZEYA,Female,1,No,No,29,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,No +1131-ALZWV,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,No +7729-XBTWX,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,No +9134-WYRVP,Male,0,No,No,51,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,No +3284-SVCRO,Female,0,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,No +9732-OUYRN,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,918.7,No +0559-CKHUS,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,No +2931-SVLTV,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,No +6899-PPEEA,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,3580.3,Yes +7504-UWHNB,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,No +2582-FFFZR,Female,0,No,No,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,No +8908-NMQTX,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,No +2187-LZGPL,Female,0,No,No,7,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Yes +1431-AIDJQ,Male,0,Yes,Yes,33,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,No +6288-LBEAR,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,No +4597-NUCQV,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,Yes +9019-QVLZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,Yes +8413-YNHNV,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,No +5808-TOTXO,Female,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,No +4369-NYSCF,Male,0,No,No,56,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,No +6333-YDVLT,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.0,7138.65,No +5324-KTGCG,Male,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,No +5599-HVLTW,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,No +7394-LWLYN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,No +3707-LRWZD,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,Yes +6873-UDNLD,Male,0,No,No,40,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731,No +2700-LUEVA,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,No +1455-ESIQH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,Yes +0958-YHXGP,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,No +1101-SSWAG,Female,0,Yes,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,No +2979-SXESE,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,Yes +4013-TLDHQ,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Yes +5743-KHMNA,Male,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,No +4194-FJARJ,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60.0,3273.95,No +5325-UWTWJ,Male,0,Yes,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,No +3969-GYXEL,Female,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,76.4,838.7,No +9208-OLGAQ,Female,1,No,No,18,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,No +3244-CQPHU,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,No +2674-MLXMN,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,No +9708-HPXWZ,Male,1,No,No,5,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,No +6992-TKNYO,Male,0,Yes,No,38,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69.0,2669.45,No +4468-YDOVK,Male,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,No +3754-DXMRT,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Yes +5792-JALQC,Female,1,No,No,52,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,No +7130-VTEWQ,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Yes +2200-DSAAL,Female,0,No,No,68,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,No +4302-ZYFEL,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,No +9351-LZYGF,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,No +4366-CTOUZ,Female,0,No,No,50,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,No +6121-VZNQB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Yes +7903-CMPEY,Male,1,Yes,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Yes +1518-OMDIK,Male,0,Yes,No,33,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,No +6671-NGWON,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,No +0595-ITUDF,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,No +6996-KNSML,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes +1955-IBMMB,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,No +0096-BXERS,Female,0,Yes,No,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,No +3806-YAZOV,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56,No +7998-ZLXWN,Female,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,No +6253-WRFHY,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,No +9133-AYJZG,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,No +2675-OTVVJ,Male,1,Yes,No,31,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,No +8680-CGLTP,Male,0,No,No,29,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,No +8430-TWCBX,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,No +5018-GWURO,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,No +6741-QRLUP,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,No +4737-HOBAX,Male,0,Yes,No,63,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,No +0537-QYZZN,Male,1,Yes,Yes,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,No +3340-QBBFM,Male,1,Yes,No,36,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,No +1704-NRWYE,Female,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,Yes +2592-SEIFQ,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,Yes +8200-KLNYW,Female,0,Yes,No,21,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,No +3372-CDXFJ,Male,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,No +4781-ZXYGU,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,No +7632-YUTXB,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,No +2718-YSKCS,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,No +9896-UYMIE,Male,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,No +0853-NWIFK,Female,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,No +8212-CRQXP,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.0,1706.45,No +6980-CDGFC,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,No +7691-XVTZH,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,No +2520-SGTTA,Female,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0, ,No +7481-ATQQS,Female,1,No,No,49,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Yes +2277-VWCNI,Female,1,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,No +1088-CNNKB,Male,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80.0,5040.2,No +8642-GVWRF,Female,0,Yes,No,2,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165,Yes +1930-BZLHI,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,No +3400-ESFUW,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,Yes +5868-YTYKS,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +3525-DVKFN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,No +1482-OXZSY,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,No +0377-JBKKT,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,No +5778-BVOFB,Female,0,No,No,9,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,No +3373-YZZYM,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No +2057-ZBLPD,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,Yes +0228-MAUWC,Male,0,No,No,19,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,No +5502-RLUYV,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,7446.9,Yes +0023-HGHWL,Male,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Yes +7663-YJHSN,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,No +4915-BFSXL,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Credit card (automatic),68.95,4858.7,No +3086-RUCRN,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595,No +5215-LNLDJ,Female,0,Yes,Yes,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,No +7576-JMYWV,Female,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,No +9039-RBEEE,Male,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,Yes +0257-KXZGU,Female,0,Yes,Yes,32,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,No +1307-ATKGB,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,No +8417-FMLZI,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Yes +3714-XPXBW,Female,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,No +1850-AKQEP,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,No +2824-DXNKN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,No +5227-JSCFE,Male,1,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,No +0848-ZGQIJ,Female,0,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,No +3621-CHYVB,Female,0,Yes,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,No +8042-RNLKO,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,No +1792-UXAFY,Female,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,Yes +5372-FBKBN,Female,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,No +0420-TXVSG,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,No +6217-TOWGS,Female,0,Yes,No,17,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,No +0515-YPMCW,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes +0378-XSZPU,Male,0,Yes,No,58,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,Yes +1045-LTCYT,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,No +1544-JJMYL,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,No +4636-JGAAI,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,No +6874-SGLHU,Male,0,No,No,30,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.0,3021.3,No +5951-AOFIH,Male,0,No,No,33,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,No +4729-XKASR,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,24.75,Yes +3059-NGMXB,Male,0,Yes,Yes,14,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,No +8652-YHIYU,Female,0,No,Yes,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,No +5278-PNYOX,Female,0,No,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,No +5449-FIBXJ,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,Yes +3486-HOOGQ,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,No +5061-PBXFW,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,No +8630-FJLIB,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,No +3891-NLXJB,Male,0,No,No,37,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,No +4749-OJKQU,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,No +0577-WHMEV,Female,0,Yes,No,16,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,No +5453-AXEPF,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,No +3639-XJHKQ,Female,0,No,Yes,19,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,No +3716-LRGXK,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,No +2263-SFSQZ,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,No +9950-MTGYX,Male,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,No +3397-AVTKU,Male,0,No,No,43,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60.0,2548.55,No +4825-FUREZ,Male,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,No +9837-BMCLM,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,Yes +2672-OJQZP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,No +0137-UDEUO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Yes +3134-DSHVC,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98.0,6218.45,No +6161-UUUTA,Male,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.9,260.9,Yes +7821-DPRQE,Male,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,No +6543-XRMYR,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,Yes +2001-EWBQU,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,No +4925-LMHOK,Male,0,No,No,15,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Yes +1608-GMEWB,Male,1,No,No,45,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,No +6695-AMZUF,Female,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,No +1455-UGQVH,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1037.75,Yes +8410-BGQXN,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,No +8280-MQRQN,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Yes +1619-YWUBB,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,No +7611-YKYTC,Male,0,Yes,Yes,22,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.0,1573.95,No +2037-SGXHH,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,Yes +3178-FESZO,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,Yes +0365-GXEZS,Male,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,No +0082-OQIQY,Male,0,No,No,29,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,No +6087-MVHJH,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.45,1422.1,Yes +4603-JANFB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes +3606-SBKRY,Male,0,No,No,31,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,No +4806-KEXQR,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.9,324.3,Yes +0667-NSRGI,Female,0,Yes,No,48,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,No +7083-YNSKY,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Yes +6893-ODYYE,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,No +8242-JSVBO,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,No +2479-BRAMR,Male,1,Yes,No,41,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Yes +9541-ZPSEA,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,No +2665-NPTGL,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,No +1139-WUOAH,Male,0,No,No,57,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,No +4693-VWVBO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,No +7434-SHXLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes +6937-GCDGQ,Male,0,Yes,Yes,19,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,No +0988-JRWWP,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,No +5075-JSDKI,Female,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,No +7908-QCBCA,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Yes +8644-XYTSV,Male,0,Yes,No,42,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,No +6711-FLDFB,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Yes +3873-WOSBC,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,No +7465-ZZRVX,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,No +7975-JMZNT,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,No +7251-XFOIL,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,No +4116-IQRFR,Male,0,Yes,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,No +3714-JTVOV,Female,1,Yes,No,42,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Yes +8259-DZLIZ,Female,0,Yes,Yes,64,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,No +0442-ZXKVS,Female,1,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,No +7853-WNZSY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,No +3120-FAZKD,Male,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No +8606-OEGQZ,Female,0,No,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,No +0225-ZORZP,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,No +4702-IOQDC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes +9489-JMTTN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,No +0575-CUQOV,Male,1,Yes,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867,No +0967-BMLBD,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,196.35,No +6178-KFNHS,Female,0,No,Yes,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Yes +2830-LEWOA,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,No +5006-MXVRN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,No +1264-BYWMS,Male,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,Yes +9658-WYUFB,Female,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,Yes +8327-WKMIE,Male,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,No +6917-FIJHC,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.0,1776,No +5329-KRDTM,Male,1,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,No +7797-EJMDP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,No +3530-VWVGU,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,No +2013-SGDXK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,Yes +6368-NWMCE,Female,0,No,No,38,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,No +3633-CDBUW,Male,0,No,Yes,17,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,No +0707-HOVVN,Female,1,No,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,No +8580-QVLOC,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,Yes +3956-MGXOG,Female,0,No,No,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,No +9274-UARKJ,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130,No +4077-HWUYD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,No +2012-NWRPA,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,Yes +8808-ELEHO,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Yes +0103-CSITQ,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,No +3506-LCJDC,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Yes +8671-KKKOS,Female,0,Yes,No,46,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,No +7305-ZWMAJ,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,No +9518-XXBXE,Male,1,Yes,No,10,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,No +3934-HXCFZ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,Yes +6578-KRMAW,Male,0,No,No,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,No +4860-IJUDE,Male,0,No,No,13,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,No +7666-WKRON,Female,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Electronic check,80.45,3201.55,Yes +9688-YGXVR,Female,0,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,No +0423-UDIJQ,Male,1,No,No,9,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,No +1945-XISKS,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,No +4910-AQFFX,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Yes +2154-KVJFF,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Yes +5360-LJCNJ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555,No +2607-FBDFF,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49.0,49,No +9647-ERGBE,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,Yes +3428-XZMAZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes +1100-DDVRV,Male,0,Yes,No,17,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,No +0378-TOVMS,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Yes +4355-HBJHH,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,Yes +6728-WYQBC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,No +9058-CBREO,Female,1,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,Yes +9029-FEGVJ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570,No +7216-KAOID,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,No +0318-QUUOB,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,Yes +6145-NNPNO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,No +5520-FVEWJ,Female,0,Yes,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,Yes +5339-TJFEK,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,No +5572-ZDXHY,Female,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,Yes +2074-GUHPQ,Female,0,No,Yes,17,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,No +4625-XMOYM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,No +5827-MWCZK,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,No +1385-TQOZW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,No +5914-XRFQB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,No +4329-YPDDQ,Male,0,No,No,20,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,No +4804-NCPET,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,No +3750-CKVKH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Yes +5944-UGLLK,Male,0,No,No,53,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,No +8063-GBATB,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,Yes +7787-BNTZM,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,No +2252-ISRNH,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,No +9415-TPKRV,Female,0,Yes,Yes,8,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,No +5322-TEUJK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,No +4547-KQRTM,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Yes +4877-EVATK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,20,Yes +1866-DIOQZ,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,No +8375-KVTHK,Male,0,Yes,No,68,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,No +2697-NQBPF,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,No +3709-OIJEA,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,No +7639-SUPCW,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Yes +1386-ZIKUV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,No +0599-XNYDO,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,No +6377-WHAOX,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,No +6855-VLGOS,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,No +8999-XXGNS,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,No +8746-OQQRW,Male,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,No +3181-MIZBN,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,No +0471-ARVMX,Female,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,No +7766-CLTIC,Female,0,No,No,10,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,No +5650-YLIBA,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,No +0825-CPPQH,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,No +9084-OAYKL,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,No +6122-LJADA,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,No +2400-XIWIO,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,No +7524-VRLPL,Male,1,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),74.1,5031,No +1069-XAIEM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,Yes +7569-NMZYQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,No +5201-USSQZ,Female,0,Yes,No,26,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,No +2105-PHWON,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.0,3008.15,No +1494-EJZDW,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,No +4884-TVUQF,Female,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,No +8003-EWNDZ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,No +1897-RCFUM,Female,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,No +9256-JTBNZ,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,No +4658-HCOHW,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,Yes +2211-RMNHO,Female,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560,No +2432-TFSMK,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633,No +3440-JPSCL,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,Yes +4929-ROART,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,No +1834-ABKHQ,Female,0,Yes,Yes,52,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,No +1741-WTPON,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,No +3932-IJWDZ,Male,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,No +1240-HCBOH,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,No +3594-KADLU,Male,0,Yes,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,No +8065-BVEPF,Male,1,No,No,65,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,No +3796-ENZGF,Male,0,Yes,No,63,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,No +1734-ZMNTZ,Female,0,Yes,Yes,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,300.7,No +2853-CWQFQ,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,No +0813-TAXXS,Male,0,No,No,55,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,No +2519-TWKFS,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,No +2889-FPWRM,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,Yes +0626-QXNGV,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,No +6723-CEGQI,Female,0,No,Yes,65,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,No +6987-XQSJT,Female,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Yes +4732-RRJZC,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,No +9499-XPZXM,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),64.75,4804.75,No +4338-EYCER,Male,0,Yes,No,21,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,No +3007-FDPEA,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,No +6350-XFYGW,Male,1,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,No +4290-BSXUX,Male,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Yes +8513-OLYGY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,No +0311-QYWSS,Female,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,No +8705-DWKTI,Male,0,No,No,52,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,No +8755-IWJHN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.35,6382,No +0325-XBFAC,Male,0,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,Yes +4480-QQRHC,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,No +0929-PECLO,Female,1,No,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,No +3680-CTHUH,Male,0,No,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,No +1202-KKGFU,Female,0,Yes,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.2,690.5,No +6112-KTHFQ,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,No +1852-XEMDW,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,No +2462-XIIJB,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.5,452.7,Yes +4760-XOHVN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Yes +1820-DJFPH,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,No +9426-SXNHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,No +9068-FHQHD,Female,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,No +1269-FOYWN,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.0,860.85,No +9470-YFUYI,Male,1,Yes,No,71,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71.0,5012.1,No +7817-BOQPW,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Yes +7402-EYFXX,Male,1,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,No +1853-UDXBW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,70,Yes +9895-VFOXH,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No +5458-CQJTA,Male,0,Yes,Yes,65,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,Yes +1230-QAJDW,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,No +5701-ZIKJE,Male,0,No,No,13,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,No +5219-YIPTK,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,3409.6,Yes +5032-MIYKT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,No +7396-VJUZB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,No +9717-QEBGU,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144,No +5172-RKOCB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875,No +6509-TSGWN,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,No +3540-RZJYU,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,Yes +3178-CIFOT,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,No +2091-MJTFX,Female,0,Yes,Yes,30,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,Yes +4530-NDRKU,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,No +5985-TBABQ,Female,0,No,No,32,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,No +9800-ONTFE,Female,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,No +6743-HHQPF,Male,0,Yes,No,42,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,No +8455-HIRAQ,Female,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,No +6616-AALSR,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,No +0883-EIBTI,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,Yes +9415-ZNBSX,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.0,6293.2,No +4018-KJYUY,Male,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,No +0722-TROQR,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Yes +7571-YXDAD,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Yes +3884-UEBXB,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,No +8780-RSYYU,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No +5537-UXXVS,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,No +1791-PQHBB,Female,0,No,Yes,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,No +8701-DGLVH,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,No +8741-LQOBK,Female,0,Yes,Yes,46,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,No +3393-FMZPV,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,Yes +8082-GHXOP,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.0,659.35,No +6402-ZFPPI,Female,1,No,No,25,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,Yes +0980-FEXWF,Male,0,Yes,Yes,26,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,No +7486-KSRVI,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.0,4211.55,Yes +3011-WQKSZ,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,377.55,No +8443-WVPSS,Male,0,Yes,No,10,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,Yes +3006-XIMLN,Female,0,No,Yes,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,Yes +8218-FFJDS,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,No +1986-PHGZF,Male,1,No,No,18,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,No +9965-YOKZB,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,Yes +0504-HHAPI,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,Yes +9360-OMDZZ,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,No +6305-YLBMM,Male,0,No,No,69,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262,Yes +0345-XMMUG,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,No +8024-XNAFQ,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,No +3647-GMGDH,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,Yes +2988-GBIVW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,No +2832-SCUCO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,No +7036-ZZKBD,Male,0,Yes,No,31,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,No +3791-LGQCY,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,Yes +0265-PSUAE,Female,0,Yes,Yes,16,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,No +0463-TXOAK,Male,0,No,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,No +0594-UFTUL,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252,No +9509-MPYOD,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,No +9128-CPXKI,Female,0,No,No,59,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,No +0129-KPTWJ,Male,0,Yes,No,72,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,No +8166-ZZTFS,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,Yes +5855-EIBDE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,No +5365-LLFYV,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,No +5956-YHHRX,Male,1,No,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,No +6008-NAIXK,Male,1,No,No,54,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,No +2956-GGUCQ,Male,1,Yes,No,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Yes +1928-BXYIV,Male,0,No,No,1,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,No +5760-FXFVO,Male,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,No +6595-COKXZ,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Yes +0961-ZWLVI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,No +5181-OABFK,Female,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,No +4007-NHVHI,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,No +7816-VGHTO,Female,0,Yes,Yes,6,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,No +5871-DGTXZ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,No +7550-WIQVA,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,No +7544-ZVIKX,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,No +0016-QLJIS,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,No +7508-DQAKK,Female,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,No +5176-OLSKT,Female,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,No +9356-AXGMP,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,No +3556-BVQGL,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.0,416.45,No +0362-ZBZWJ,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,Yes +8979-CAMGB,Male,1,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,No +4211-MMAZN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Yes +7581-EBBOU,Female,0,No,No,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,No +4274-OWWYO,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes +5073-RZGBK,Female,0,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,No +1541-ETJZO,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,Yes +2192-CKRLV,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,No +3154-HMWUU,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,No +6119-SPUDB,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.25,1755.35,No +6522-OIQSX,Female,0,Yes,Yes,69,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,No +7813-ZGGAW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,No +8748-HFWBO,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,No +1052-QJIBV,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,No +1319-YLZJG,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,No +4106-HADHQ,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.0,3182.95,Yes +0723-FDLAY,Male,0,No,No,44,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,No +3050-RLLXC,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,No +9298-WGMRW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,No +2369-UAPKZ,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,Yes +3088-LHEFH,Female,0,No,No,11,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.0,929.3,No +2778-OCLGR,Male,1,Yes,No,24,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Yes +6583-KQJLK,Female,1,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,No +8544-JNBOX,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,No +6681-ZSEXG,Male,0,Yes,No,56,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,No +6139-ZZRBQ,Male,1,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,No +6116-RFVHN,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,No +0637-KVDLV,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Yes +8884-FEEWR,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754,No +3125-RAHBV,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,No +6633-MPWBS,Male,0,No,No,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,Yes +0373-AIVNJ,Male,0,No,No,9,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373,No +8785-EPNCG,Male,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Yes +1682-VCOIO,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,No +5729-KLZAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,Yes +2072-ZVJJX,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,No +8849-AYPTR,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,No +9518-IMLHK,Male,0,No,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,No +1582-RAFML,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,Yes +3646-ITDGM,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,No +8740-CRYFY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,Yes +3569-VLDHH,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013,No +8224-KDLKN,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1738.9,No +7594-LZNWR,Male,1,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,No +4001-TSBTV,Female,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,No +2962-XPMCQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Yes +8727-XDPUD,Male,0,No,No,37,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,No +1043-UXOVO,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,No +1064-FBXNK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,No +3996-ZNWYK,Male,1,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,No +2878-DHMIN,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666,No +7762-ONLJY,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,No +1678-FYZOW,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,Yes +5795-BKOYE,Female,0,Yes,Yes,69,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,No +8627-EHGIP,Male,0,No,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,Yes +7402-PWYJJ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,No +5480-TBGPH,Female,0,Yes,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,Yes +0018-NYROU,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,No +7501-VTYLJ,Female,0,No,Yes,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,No +7608-RGIRO,Male,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413,No +0480-BIXDE,Female,0,Yes,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,No +5895-QSXOD,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,No +9814-AOUDH,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,No +6175-IRFIT,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,78.75,426.35,No +8760-ZRHKE,Female,1,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,No +1622-HSHSF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,No +8854-CCVSQ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Yes +6749-UTDVX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,No +5542-DHSXL,Female,0,Yes,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,No +9102-OXKFY,Male,0,No,No,59,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,No +0511-JTEOY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,Yes +5216-WASFJ,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,No +7808-DVWEP,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.0,49.65,No +7067-KSAZT,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,Yes +2284-VFLKH,Male,0,Yes,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,No +0366-NQSHS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,No +6532-YLWSI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Yes +3807-BPOMJ,Female,0,Yes,No,55,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,No +3892-NXAZG,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,No +4948-WBBKL,Female,1,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,No +4182-BGSIQ,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No +9300-AGZNL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,94,Yes +0988-AADSA,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,No +9972-NKTFD,Female,0,No,No,28,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,No +3717-LNXKW,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,No +5734-EJKXG,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,No +2207-RYYRL,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,No +6729-FZWSY,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,No +9695-IDRZR,Female,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,No +8144-DGHXP,Female,0,No,No,54,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,No +7814-LEEVE,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,No +1112-CUNAO,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.85,1424.95,Yes +5175-AOBHI,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.0,193.6,Yes +5174-RNGBH,Female,0,No,No,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,Yes +8631-WUXGY,Female,0,No,Yes,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,No +7270-BDIOA,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.0,1993.8,Yes +9565-JSNFM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,Yes +5906-DVAPM,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75.0,4213.9,No +6654-QGBZZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No +8348-JLBUG,Male,1,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,No +0607-DAAHE,Male,0,No,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Yes +5641-DMBFJ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,No +9200-NLNPD,Male,0,Yes,No,56,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,No +2664-XJZNO,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,No +9732-KPKBW,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,Yes +3339-EAQNV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),97.25,7133.1,No +0921-OHLVP,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,No +3389-YGYAI,Female,1,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,Yes +9560-ARGQJ,Female,0,No,Yes,16,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,1312.15,Yes +8350-NYMVI,Female,0,No,No,39,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,No +1600-DILPE,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.0,524.35,No +0536-ESJEP,Male,0,Yes,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,No +4654-GGUII,Female,0,No,No,18,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,No +6478-HRRCZ,Male,0,Yes,No,32,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,No +8510-BBWMU,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,No +6857-TKDJV,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,No +2360-RDGRO,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,No +0584-BJQGZ,Female,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,No +5134-IKDAY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes +1360-XFJMR,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,No +3070-DVEYC,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,Yes +5730-RIITO,Female,1,No,No,43,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,No +9058-MJLZC,Female,0,No,No,24,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,No +5707-ORNDZ,Male,1,No,No,9,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.55,494.05,Yes +0902-XKXPN,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,No +5177-RVZNU,Female,0,No,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,No +0056-EPFBG,Male,0,Yes,Yes,20,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,No +8993-IZEUX,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,No +8696-JKZNU,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Yes +5380-AFSSK,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,Yes +8190-ZTQFB,Male,0,No,No,41,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,No +0931-MHTEM,Female,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,No +2055-PDADH,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Yes +7515-LODFU,Male,1,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,No +0440-UEDAI,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,No +1337-BOZWO,Male,0,Yes,Yes,18,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,No +0868-VJRDR,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,No +8714-EUHJO,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,Yes +6344-SFJVH,Female,0,No,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,No +3950-VPYJB,Male,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,No +8041-TMEID,Male,1,Yes,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,No +7321-ZNSLA,Male,0,Yes,Yes,13,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,No +6941-KXRRV,Female,1,Yes,No,48,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,No +3721-CNEYS,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,Yes +8727-JQFHV,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,No +9475-NNDGC,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,No +1355-KUSBG,Female,0,Yes,Yes,7,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,48.8,349.8,No +3688-FTHLT,Female,0,No,No,16,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,No +0899-LIIBW,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,No +2568-OIADY,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762,Yes +1384-RCUXW,Male,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,No +5825-XJOCM,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,No +6848-YLDFR,Male,0,Yes,Yes,58,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,No +8125-QPFJD,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,No +2320-YKQBO,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,No +1193-RTSLK,Female,0,No,No,38,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Yes +2302-ANTDP,Female,1,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,Yes +5923-GXUOC,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,Yes +4973-RLZVI,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,No +7869-ZYDST,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,No +4501-UYKBC,Female,1,No,No,46,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,No +1215-EXRMO,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,No +2305-MRGLV,Male,0,Yes,No,28,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,No +8404-VIOMB,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,No +5233-GEEAX,Male,1,No,No,8,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Yes +2359-KLTEK,Female,0,Yes,Yes,41,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848,No +5304-EFJLP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,No +2673-ZALNP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,No +9184-GALIL,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,No +4393-RYCRE,Male,0,No,No,44,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,No +9746-MDMBK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,No +3162-ZJZFU,Male,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,No +8404-GFGCZ,Male,0,Yes,No,4,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,No +8875-AKBYH,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,No +4432-ADRLB,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,Yes +0533-UCAAU,Male,1,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,No +1394-SUIUH,Female,1,Yes,No,44,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,No +3521-MNKLV,Male,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,No +2533-TIBIX,Male,0,Yes,Yes,15,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,No +8993-PHFWD,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,Yes +1565-RHDJD,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Yes +7137-RYLPP,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,3171.15,Yes +3765-JXVKY,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes +5092-STPKP,Female,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,No +7330-WZLNC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,Yes +0114-PEGZZ,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,No +3359-DSRKA,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,No +8639-NHQEI,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,No +7161-DFHUF,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,No +3957-LXOLK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,Yes +3720-DBRWL,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,No +6635-MYYYZ,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,Yes +8565-WUXZU,Male,1,Yes,No,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,No +5281-BUZGT,Male,1,No,No,36,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,Yes +4994-OBRSZ,Male,0,No,Yes,14,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,No +0562-FGDCR,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,No +2436-QBZFP,Female,0,Yes,Yes,22,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,No +3420-YJLQT,Female,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,No +6040-CGACY,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,No +6582-PLFUU,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,No +8242-PDSGJ,Male,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,No +0264-CNITK,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,No +0089-IIQKO,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,No +7839-NUIAA,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,No +6075-QMNRR,Female,0,No,No,52,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,No +5378-IKEEG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,Yes +5966-EMAZU,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,No +0440-EKDCF,Male,0,Yes,No,62,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,No +4774-HHGGS,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,No +2718-GAXQD,Female,1,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,181.6,Yes +2055-BFOCC,Male,1,Yes,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.0,5329.55,No +8180-AKMJV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,No +4298-OYIFC,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,No +5566-SOEZD,Male,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,No +9842-EFSYY,Female,0,No,Yes,4,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,No +2272-WUSPA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,No +4584-LBNMK,Male,1,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,No +3898-GUYTS,Female,1,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,No +0930-EHUZA,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,No +6413-XKKPU,Male,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,Yes +9975-SKRNR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,No +3703-KBKZP,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,No +1449-XQEMT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Yes +2626-URJFX,Male,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Yes +4973-MGTON,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,No +3682-YEUWS,Male,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,No +1223-UNPKS,Male,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400,No +2612-RRIDN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.0,340.85,Yes +4735-ASGMA,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,Yes +3446-QDSZF,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,No +3669-LVWZB,Male,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51.0,305.95,Yes +6892-EZDTG,Female,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,Yes +5117-IFGPS,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.3,2357.75,No +7379-FNIUJ,Male,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,No +1627-AFWVJ,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,No +9725-SCPZG,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,Yes +5884-GCYMI,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,Yes +3217-FZDMN,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,Yes +4486-EFAEB,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,No +0060-FUALY,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,No +7853-GVUDZ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Yes +7480-QNVZJ,Male,1,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,Yes +6954-OOYZZ,Male,0,Yes,No,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,No +7088-FBAWU,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,No +8313-AFGBW,Male,0,Yes,No,47,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,No +3943-KDREE,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Yes +9239-ZBZZV,Female,0,No,No,6,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,Yes +3097-IDVPU,Male,0,Yes,Yes,19,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,No +4398-HSCJH,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,Yes +2197-OMWGI,Female,1,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53.0,3656.25,No +2303-PJYHN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52,No +9795-VOWON,Male,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,No +1237-WIYYZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,No +1987-AUELQ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,No +7852-LECYP,Male,1,Yes,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261,No +4430-UZIPO,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,Yes +4822-LPTYJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,No +8165-CBKXO,Male,0,Yes,Yes,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,No +6527-PZFPV,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,No +4855-SNKMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Yes +9593-CVZKR,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,No +8595-SIZNC,Female,1,Yes,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,No +8008-HAWED,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,Yes +7124-UGSUR,Female,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405,Yes +1862-SKORY,Female,1,Yes,No,40,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,Yes +5236-XMZJY,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,No +4827-DPADN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,No +2694-CIUMO,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,No +5846-ABOBJ,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,No +1439-LCGVL,Female,0,Yes,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,No +4647-XXZAM,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,No +1502-XFCVR,Female,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,Yes +7740-KKCXF,Male,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,No +5360-XGYAZ,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,No +9692-TUSXH,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,Yes +7912-SYRQT,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Yes +3557-HTYWR,Female,0,No,No,47,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,No +4816-JBHOV,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Yes +8920-NAVAY,Male,1,No,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,No +1699-TLDLZ,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,No +5600-PDUJF,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,No +8292-TYSPY,Male,0,No,No,19,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.0,1046.5,Yes +0567-XRHCU,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,No +1867-BDVFH,Male,0,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Yes +2067-QYTCF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,No +2359-QWQUL,Female,0,Yes,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,Yes +9103-TCIHJ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,Yes +7407-SUJIZ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,No +9150-KPBJQ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,No +0052-DCKON,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,No +3654-ARMGP,Female,0,No,No,61,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,No +9699-UBQFS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,No +9367-TCUYN,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,No +1261-FWTTE,Male,1,No,No,23,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,No +3528-HFRIQ,Male,1,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,No +0708-SJDIS,Female,0,No,No,34,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65.0,2157.5,No +4140-WJAWW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Yes +2073-QBVBI,Female,0,Yes,No,41,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,No +6928-ONTRW,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,No +3320-VEOYC,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,No +5231-FIQPA,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,No +6617-WLBQC,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Credit card (automatic),81.85,1810.85,No +2599-CIPQE,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,No +6653-CBBOM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +8774-GSBUN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,No +7326-RIGQZ,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,No +1401-FTHFQ,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.0,445.3,No +3247-ZVOUO,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,Yes +0254-FNMCI,Female,0,No,No,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,No +1848-LBZHY,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,No +6101-IMRMM,Male,0,No,Yes,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,Yes +8118-TJAFG,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,No +5429-LWCMV,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,No +7298-IZWLY,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No +9758-MFWGD,Female,1,Yes,Yes,48,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,No +3955-JBZZM,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,No +1268-ASBGA,Female,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Yes +8943-URTMR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,Yes +4815-TUMEQ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,No +4713-LZDRV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,Yes +9909-IDLEK,Male,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,No +4092-OFQZS,Male,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,No +1561-BWHIN,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,No +4325-NFSKC,Male,1,No,No,19,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660,Yes +9927-DSWDF,Male,0,Yes,No,22,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,No +9500-LTVBP,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,No +7252-NTGSS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.15,45.15,No +8149-AIQCG,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,No +1360-JYXKQ,Female,1,Yes,No,54,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,No +2955-PSXOE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes +7762-URZQH,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,Yes +0899-WZRSD,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,No +3255-GRXMG,Male,0,No,Yes,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,No +4828-FAZPK,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,No +6094-ZIVKX,Female,0,No,No,68,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,No +6925-BAYGL,Female,1,Yes,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,No +3262-EIDHV,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,No +7354-OIJLX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,No +1376-HHBDV,Female,0,No,No,30,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,No +6907-NZZIJ,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,Yes +6133-OZILE,Female,0,No,No,18,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,35.2,607.3,No +4135-FRWKJ,Female,1,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Electronic check,76.25,4154.55,No +2911-UREFD,Female,0,Yes,No,39,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,Yes +3744-ZRRDZ,Male,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Yes +5673-TIYIB,Male,0,No,No,2,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Yes +6551-ZCOTS,Male,1,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,No +7191-ADRGF,Male,0,Yes,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,No +5018-LXQQG,Female,0,Yes,Yes,30,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,No +1602-IJQQE,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,Yes +4628-WQCQQ,Male,0,No,Yes,35,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.15,3030.6,Yes +1746-TGTWV,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,No +5995-SNNEW,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,No +8050-WYBND,Female,0,No,Yes,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,No +2821-WARNZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,No +4879-GZLFH,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.15,3875.4,No +1644-IRKSF,Female,0,Yes,Yes,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,Yes +8314-HTWVE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,No +9402-ROUMJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689,No +2507-QZPQS,Male,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,No +7159-NOKYQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,No +5707-ZMDJP,Male,0,Yes,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,69.7,3729.6,No +8779-YIQQA,Male,0,Yes,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,No +7136-IHZJA,Female,0,Yes,Yes,40,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,No +8966-OIQHG,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,No +7074-STDCN,Male,0,No,No,39,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,No +3705-PSNGL,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,Yes +8739-QOTTN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,No +1399-OUPJN,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,No +0277-BKSQP,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,No +6502-HCJTI,Male,1,Yes,No,7,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Yes +2606-RMDHZ,Male,0,No,No,6,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,Yes +5774-XZTQC,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,No +2676-SSLTO,Male,0,No,No,49,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199,No +6266-QHOJZ,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,89.85,5844.65,No +7269-JISCY,Female,0,No,No,55,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,No +0363-SVHYR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,No +8547-NSBBO,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,No +8258-GSTJK,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.0,237.75,Yes +6861-OKBCE,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,Yes +9940-RHLFB,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,Yes +6591-QGOYB,Male,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,No +9070-BCKQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,No +6421-SZVEM,Female,0,Yes,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,No +1328-EUZHC,Female,0,Yes,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,No +2995-UPRYS,Female,1,Yes,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,Yes +8878-RYUKI,Female,0,No,No,52,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,No +9633-DENPU,Female,0,Yes,No,47,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,No +7811-JIVPF,Female,0,No,No,23,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,No +7113-HIPFI,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,No +8541-QVFKM,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,No +6686-YPGHK,Male,1,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,Yes +1383-EZRWL,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,Yes +9258-CNWAC,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,No +5371-VYLSX,Female,1,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,No +6374-AFWOX,Male,0,Yes,No,46,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,No +4759-TRPLW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,Yes +5317-FLPJF,Female,0,No,No,66,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,No +7621-VPNET,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,No +6034-YMTOB,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,No +8563-IIOXK,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,49.75,331.3,Yes +4903-CNOZC,Male,0,No,No,29,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,No +4353-HYOJD,Female,0,Yes,Yes,27,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,No +8020-BWHYL,Female,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Yes +7267-FRMJW,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,No +2982-VPSGI,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,1078.9,Yes +4188-FRABG,Male,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,No +8199-ZLLSA,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,Yes +4128-ETESU,Female,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.7,4747.2,No +0620-DLSLK,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,No +4625-EWPTF,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Yes +5980-NOPLP,Female,0,Yes,No,44,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,Yes +3850-OKINF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,No +6892-XPFPU,Male,1,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,Yes +8010-EZLOU,Male,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Yes +1156-ZFYDO,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No +3295-YVUSR,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,No +8016-NCFVO,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,No +4119-ZYPZY,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,No +5549-ZGHFB,Male,0,Yes,Yes,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,No +7577-SWIFR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,No +0303-WMMRN,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,No +6408-OTUBZ,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,No +5204-HMGYF,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345,No +1078-TDCRN,Female,1,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,No +3727-OVPRY,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,No +3797-FKOGQ,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,No +7622-NXQZR,Male,0,No,No,28,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,No +6196-HBOBZ,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,No +3970-XGJDU,Female,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,No +7017-VFULY,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No +5562-YJQGT,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,No +8807-OPMBM,Female,0,Yes,Yes,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388,No +5439-WIKXB,Male,1,Yes,No,41,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,No +9874-QLCLH,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,1743.5,Yes +8294-UIMBA,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,No +8109-YUOHE,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.1,946.95,No +5840-NVDCG,Female,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,No +8092-NLTGF,Male,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,No +5928-QLDHB,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,No +9840-EFJQB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,No +0696-UKTOX,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,No +4801-KFYKL,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,No +3472-OAOOR,Male,0,Yes,Yes,19,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,No +6135-OZQVA,Female,0,No,No,7,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,No +8062-YBDOE,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2252-JHJGE,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104.0,6363.45,No +4188-PCPIG,Female,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,No +6000-APYLU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,Yes +7105-BENQF,Male,0,No,Yes,15,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,No +7721-DVEKZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +3566-VVORZ,Female,0,Yes,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,No +9507-HSMMZ,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,1149.65,No +2480-SQIOB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,No +0947-IDHRQ,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,Yes +7813-TKCVO,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,No +0128-MKWSG,Female,0,No,Yes,26,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147,No +3672-YITQD,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,Yes +4350-ZTLPI,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,No +9048-JVYVF,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,Yes +0361-HJRDX,Female,0,No,No,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,No +5727-MYATE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,No +3823-KYNQY,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,No +8988-ECPJR,Female,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Yes +7570-WELNY,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,No +3021-VLNRJ,Female,0,No,Yes,50,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,No +3776-EKTKM,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,Yes +2080-CAZNM,Female,1,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,No +1028-FFNJK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,No +6907-FLBER,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,No +3001-UNBTL,Male,1,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,2964.8,No +5982-PSMKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,No +3507-GASNP,Male,0,No,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,No +7096-ZNBZI,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,No +1902-XBTFB,Male,0,No,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,Yes +1676-MQAOA,Male,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,No +0786-IVLAW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),108.1,7238.6,No +7566-DSRLQ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,No +0643-OKLRP,Female,1,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,3825.85,Yes +7245-JMTTQ,Female,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,No +6050-IJRHS,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397,No +6202-JVYEU,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,No +8591-TKMZH,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,No +0734-OXWBT,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,No +4282-ACRXS,Male,1,Yes,No,38,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,No +0365-TRTPY,Female,0,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,No +7349-ALMUX,Male,0,No,No,37,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,No +9381-NDKME,Female,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Yes +6502-KUGLL,Female,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,No +1841-YSJGV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,No +2794-XIMMO,Male,0,Yes,No,53,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,Yes +8382-SHQEH,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,Yes +3511-BFTJW,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763,No +7668-XCFYV,Female,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,No +2983-ZANRP,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Yes +7845-URHJN,Female,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Yes +3034-ZBEQN,Female,0,Yes,No,48,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,Yes +5018-HEKFO,Female,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,No +2923-ARZLG,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7, ,No +3976-NLDEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,No +2282-YGNOR,Female,0,No,No,29,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58.0,1734.5,No +5336-UFNZP,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,No +6854-EXGSF,Female,0,No,No,8,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,No +1241-EZFMJ,Male,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,No +9233-PSYHO,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,No +5376-PCKNB,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459,No +8044-BGWPI,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,No +4060-LDNLU,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,96.2,639.7,No +3589-PPVKW,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,No +8327-LZKAS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,Yes +5887-IKKYO,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,No +1075-BGWOH,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,Yes +1755-RMCXH,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,No +0302-JOIVN,Female,0,Yes,No,8,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,Yes +3858-XHYJO,Female,0,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,No +4299-SIMNS,Male,0,No,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,No +7025-IWFHT,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,No +6261-LHRTG,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,No +7841-FCRQD,Female,0,Yes,No,33,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,No +2056-EVGZL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,No +8777-MBMTS,Female,1,Yes,No,65,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,No +7753-USQYQ,Male,0,No,No,55,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,No +5366-IJEQJ,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,Yes +7661-CPURM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,No +6233-HXJMX,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,No +5902-WBLSE,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,No +1981-INRFU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,Yes +4971-PUYQO,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,Yes +3239-TPHPZ,Female,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,No +5115-GZDEL,Male,0,No,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,No +3338-CVVEH,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,No +8485-GJCDN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,Yes +2615-YVMYX,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,No +2851-STERV,Male,1,No,No,35,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73.0,2471.25,No +4393-GEADV,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,No +8486-AYEQH,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,No +1527-SXDPN,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Yes +6029-WTIPC,Male,1,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,Yes +8634-CILSZ,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,Yes +5419-JKZNQ,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,No +2495-KZNFB,Female,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,No +1409-PHXTF,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,No +4560-WQAQW,Female,0,No,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,No +9591-YVTEB,Male,1,No,No,55,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,No +9309-BZGNT,Male,1,Yes,No,69,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,No +4274-DRSQT,Female,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,No +2027-DNKIV,Male,0,Yes,Yes,37,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,No +8075-GXIUB,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,No +2885-HIJDH,Male,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,No +5424-RLQLC,Male,0,No,No,10,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,No +6682-QJDGB,Male,0,No,Yes,40,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Yes +6507-DTJZV,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,No +8780-IXSTS,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,Yes +7673-BQGKU,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,No +6723-WSNTY,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,No +9530-EHPOH,Male,0,No,No,11,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608,Yes +2725-IWWBA,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,No +0345-HKJVM,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,Yes +1061-PNTHC,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953,No +0394-YONDK,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,No +6574-MCOEH,Female,0,Yes,Yes,33,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,No +7399-QHBJS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,No +3049-SOLAY,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,Yes +0997-YTLNY,Female,0,No,Yes,19,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,48.8,953.65,No +3317-HRTNN,Female,1,No,No,5,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198,Yes +9479-HYNYL,Female,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,No +3235-ETOOB,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Yes +9708-KFDBY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,No +8058-INTPH,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,Yes +3642-GKTCT,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,No +0774-RMNUW,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,No +1334-PDUKM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,No +0756-MPZRL,Male,0,No,No,46,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,No +2242-MFOTG,Male,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,No +2927-CVULT,Female,0,Yes,Yes,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,No +2144-BFDSO,Female,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,No +8745-PVESG,Female,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,No +7647-GYYKX,Female,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,No +5647-FXOTP,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,No +5569-OUICF,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,Yes +8821-XNHVZ,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,Yes +2082-OJVTK,Male,0,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,Yes +9700-ISPUP,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,No +9839-ETQOE,Male,0,No,Yes,43,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,No +6078-VESFR,Male,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,No +9027-TMATR,Female,0,Yes,No,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,No +5940-NFXKV,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,Yes +1941-HOSAM,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,No +9110-HSGTV,Female,0,No,No,69,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,No +0704-VCUMB,Female,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,No +6171-ZTVYB,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,No +8053-WWDRO,Female,0,Yes,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Yes +9564-KCLHR,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,Yes +1935-IMVBB,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.7,4952.95,No +2535-PBCGC,Female,0,Yes,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,No +2082-CEFLT,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,Yes +1470-PSXNM,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,No +1213-NGCUN,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Yes +2498-XLDZR,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,No +9866-OCCKE,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,No +5338-YHWYT,Male,0,No,Yes,37,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,No +7718-UPSKJ,Female,0,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,No +8731-WBBMB,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,No +1448-CYWKC,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,No +7901-IIDQV,Male,0,No,No,24,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,No +2690-DVRVK,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,No +5688-KZTSN,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.0,288.05,Yes +1270-XKUCC,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,No +0334-ZFJSR,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,No +2894-QOJRX,Female,0,Yes,No,25,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34.0,853,Yes +5747-PMBSQ,Male,1,Yes,No,10,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,Yes +5583-EJXRD,Male,0,Yes,Yes,44,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,No +4565-EVZMJ,Female,0,No,No,47,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,No +3143-JQEGI,Female,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.35,1222.8,Yes +6386-SZZKH,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Yes +3327-YBAKM,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,No +9441-QHEVC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No +6705-LNMDD,Male,0,No,No,20,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.0,1003.05,No +2580-ASVVY,Female,0,Yes,No,37,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,No +3370-GQEAL,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,No +5032-USPKF,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,No +2982-IHMFT,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Yes +3521-SYVOR,Female,0,No,No,37,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,Yes +4254-QPEDE,Female,0,Yes,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,No +6283-GITPX,Male,0,No,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,No +9526-JAWYF,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,Yes +0771-CHWSK,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,No +9788-HNGUT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,No +9495-REDIY,Male,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,No +5375-XLDOF,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,No +1172-VIYBP,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,No +5649-VUKMC,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,Yes +6559-PDZLR,Male,0,No,No,26,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537,No +8992-OBVDG,Male,0,No,No,21,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,No +4273-MBHYA,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,89.35,No +4724-WXVWF,Male,0,No,No,48,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,No +5701-GUXDC,Female,0,Yes,No,26,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,No +1460-UZPRJ,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,No +6082-GLJIX,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,No +5143-EGQFK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,Yes +4919-IKATY,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Yes +2495-TTHBQ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,No +0485-ZBSLN,Male,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,No +3810-PJUHR,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,No +9050-QLROH,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Yes +0847-HGRML,Male,0,No,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.0,1250.1,No +8232-CTLKO,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,No +9227-YBAXE,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,No +6168-WFVVF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Yes +9860-LISIZ,Female,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,No +0112-QAWRZ,Male,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,No +0877-SDMBN,Female,0,No,No,54,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,Yes +2786-GCDPI,Female,1,No,No,50,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,No +4043-MKDTV,Male,0,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,No +8065-YKXKD,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Yes +9637-EIHEQ,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,Yes +9229-RQABD,Male,0,No,No,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,No +8313-KTIHG,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,No +5320-BRKGK,Female,0,Yes,Yes,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,No +6284-KMNUF,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98.0,5270.6,No +9689-PTNPG,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,Yes +9465-RWMXL,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Yes +6229-UOLQL,Male,0,Yes,Yes,56,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52.0,2884.9,No +2362-IBOOY,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,Yes +3137-LUPIX,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253,No +0843-WTBXE,Male,0,No,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,Yes +6143-JQKEA,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,No +8676-OOQEJ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,No +5515-IDEJJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes +9701-CDXHR,Female,0,Yes,No,51,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,No +7450-NWRTR,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,Yes +8124-NZVGJ,Female,0,No,No,6,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,No +2162-FRZAA,Male,0,Yes,Yes,63,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,No +5376-DEQCP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Yes +5118-MUEYH,Female,0,Yes,No,48,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,No +9095-HFAFX,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81.0,389.6,Yes +5627-TVBPP,Female,0,No,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,No +2379-ENZGV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,Yes +3936-QQFLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,No +2589-AYCRP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,No +4067-HLYQI,Female,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,No +5124-EOGYE,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,No +5057-RKGLH,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,No +0292-WEGCH,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,No +8910-ICHIU,Female,0,No,No,46,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,No +4097-YODCF,Male,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,No +9715-WZCLW,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,No +9786-YWNHU,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,No +6407-GSJNL,Female,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288,No +6005-OBZPH,Female,1,No,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,Yes +4049-ZPALD,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99.0,6375.8,No +7932-WPTDS,Female,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes +3733-UOCWF,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,No +6833-JMZYP,Female,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.0,1505.45,No +2722-VOJQL,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,Yes +1310-QRITU,Female,0,No,No,18,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,No +8961-QDZZJ,Female,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95.0,5535.8,No +9715-SBVSU,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,No +8490-BXHEO,Male,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,No +7173-TETGO,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,No +7929-SKFGK,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,No +2300-RQGOI,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,No +3563-SVYLG,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,No +5228-EXCET,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,Yes +6435-VWCCY,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,No +4998-IKFSE,Female,0,No,No,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,No +8630-QSGXK,Male,0,Yes,No,51,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,No +2455-USLMV,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,No +7394-FKDNK,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,Yes +9488-FVZCC,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,No +6331-LWDTQ,Male,0,No,No,10,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,Yes +5995-WWKKG,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,No +1597-FZREH,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,Yes +7879-CGSFV,Male,0,No,No,55,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,No +9921-EZKBY,Male,0,No,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,No +7432-FFVAR,Female,0,Yes,Yes,46,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,No +7246-ZGQDF,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,No +7000-WCEVQ,Female,1,No,No,20,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,61.6,1174.35,Yes +0727-IWKVK,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,Yes +5959-BELXA,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,Yes +4456-RHSNB,Female,0,Yes,Yes,19,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,No +3512-IZIKN,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,Yes +2481-SBOYW,Female,0,No,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.0,1498.35,No +7109-MFBYV,Male,0,No,No,26,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,No +1833-TCXKK,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,No +1832-PEUTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,No +6141-OOXUQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes +8660-BUETV,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,No +0580-PIQHM,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,No +5696-CEIQJ,Male,0,Yes,Yes,67,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,No +7503-ZGUZJ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,Yes +1696-HXOWK,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,No +3026-ATZYV,Female,0,Yes,Yes,37,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,No +4012-YCFAI,Male,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.35,3766.2,No +2506-TNFCO,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes +9970-QBCDA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,No +8718-PTMEZ,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,Yes +9496-IVVRP,Female,0,Yes,Yes,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.0,581.7,No +2207-OBZNX,Male,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.0,354.05,Yes +2657-VPXTA,Female,0,Yes,Yes,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,No +6551-VLJMV,Male,0,Yes,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679,No +1221-GHZEP,Female,0,No,No,62,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,No +9289-LBQVU,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,No +6142-VSJQO,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Yes +3458-IDMFK,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,No +6933-FHBZC,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,No +0221-NAUXK,Male,0,No,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,No +9770-KXGQU,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,No +6437-UKHMV,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,Yes +6538-POCHL,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79.0,2576.8,No +6726-NNFWD,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,No +3002-WQZWT,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,No +4277-UDIEF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.0,1923.85,No +1208-NBVFH,Male,0,Yes,Yes,20,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,No +4912-PIGUY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,No +1114-CENIM,Male,0,No,Yes,54,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.0,3092.65,Yes +6060-DRTNL,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.85,415.55,Yes +2725-TTRIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,No +3374-TTZTK,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.3,5487,No +8990-ZXLSU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,No +2275-RBYQS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,No +8473-VUVJN,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Yes +6289-CPNLD,Male,0,Yes,Yes,33,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,Yes +5536-SLHPM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Yes +4419-UJMUS,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,No +7794-JASDG,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,No +7609-YBPXG,Male,0,No,No,54,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,No +5519-TEEUH,Male,0,No,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,No +7856-GANIL,Male,1,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,No +0804-XBFBV,Female,0,No,Yes,11,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.2,321.05,No +2676-OXPPQ,Male,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,No +3703-TTEPD,Male,0,No,No,21,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,No +2799-TSLAG,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,No +0196-VULGZ,Female,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,Yes +8837-VVWLQ,Female,0,No,No,8,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,Yes +2696-NARTR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,73.85,926.25,Yes +2208-NKVVH,Male,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,No +7614-QVWQL,Male,0,Yes,Yes,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,Yes +1976-CFOCS,Female,1,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.0,46,Yes +4631-OACRM,Male,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,Yes +7139-JZFVG,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,No +4987-GQWPO,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,No +3755-JBMNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Yes +1757-TCATG,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,No +6345-ULYRW,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,Yes +4776-XSKYQ,Female,0,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,No +8048-DSDFQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No +5753-QQWPW,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,No +6010-DDPPW,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,No +1809-DMJHQ,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,221.7,Yes +6693-FRIRW,Male,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,No +6586-MYGKD,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,No +3173-NVMPX,Female,0,Yes,Yes,9,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,No +0248-PGHBZ,Female,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,No +0623-GDISB,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,No +2892-GESUL,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,No +6923-EFPNL,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Yes +7472-EQOAV,Male,1,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,No +9574-RKJIF,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,Yes +2043-WVTQJ,Male,0,Yes,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,No +8034-RYTVV,Female,0,No,No,55,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,No +3863-QSTYI,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,No +2619-WFQWU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes +5044-LRQAQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,No +1716-LSAMB,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,No +1333-PBMXB,Female,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,No +6546-OPBBH,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,No +5985-BEHZK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105.0,7578.05,No +9127-QRZMH,Male,0,Yes,No,44,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,No +5919-VCZYM,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,No +9644-KVCNC,Female,0,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,No +2137-DQMEV,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,44.8,2983.65,No +8174-LNWMW,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,No +9279-CJEOJ,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,No +7964-VEXDG,Male,0,No,Yes,21,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,No +2404-JIBFC,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,No +0778-NELLA,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,Yes +8029-XYPWT,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,No +4614-NUVZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,Yes +4632-PAOYU,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,No +3803-KMQFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Yes +6804-GDMOI,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,Yes +2990-OGYTD,Female,0,Yes,No,67,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,No +6646-JPPHA,Female,1,No,No,14,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,No +9572-MTILT,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,Yes +7658-UYUQS,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,No +7880-XSOJX,Male,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,No +9611-CTWIH,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,Yes +4589-IUAJB,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,No +0329-GTIAJ,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,Yes +8746-BFOAJ,Male,1,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,No +8457-XIGKN,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No +6072-NUQCB,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,No +6629-CZTTH,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,Yes +8838-GPHZP,Female,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,No +8750-QWZAJ,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,No +5364-EVNIB,Male,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.8,973.45,Yes +6918-UMQCG,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,No +0675-NCDYU,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,No +6339-DKLMK,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,No +1346-PJWTK,Male,0,Yes,No,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,No +5088-QZLRL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,No +8023-QHAIO,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,No +4397-FRLTA,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,No +3057-VJJQE,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,No +5087-SUURX,Female,0,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,Yes +2302-OUZXB,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,No +8133-ANHHJ,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103.0,5166.2,No +2270-CHBFN,Female,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,No +0013-EXCHZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,Yes +5982-FPVQN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,No +9107-UKCKY,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,No +4654-ULTTN,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,No +5550-VFRLC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes +5546-BYZSM,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,No +1492-KGETH,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,No +4929-BSTRX,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,Yes +4163-HFTUK,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,No +8215-NGSPE,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,833.55,No +2225-ZRGSG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,Yes +8859-YSTWS,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,No +5271-YNWVR,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856,Yes +7601-DHFWZ,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.0,1183.05,No +2657-ALMWY,Female,1,Yes,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,Yes +6330-JKLPC,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Yes +4667-OHGKG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Yes +1998-VHJHK,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,No +1707-HABPF,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,No +1660-HSOOQ,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Yes +7253-UVNDW,Female,0,No,No,46,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,Yes +0487-VVUVK,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,No +7228-OMTPN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.45,370.65,Yes +5063-IUOKK,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,No +4508-OEBEY,Male,0,Yes,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,No +0027-KWYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,No +2308-STERM,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,No +5982-XMDEX,Female,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,No +6284-AHOOQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,Yes +6051-PTVNS,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,No +2344-JMOGN,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,Yes +3799-ISUZQ,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Yes +2877-VDUER,Female,0,Yes,Yes,35,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,No +9152-AMKAK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,No +1794-HBQTJ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,Yes +9432-VOFYX,Male,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207,No +8049-WJCLQ,Male,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.2,563.5,No +6586-PSJOX,Male,0,No,Yes,15,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,No +2460-FPSYH,Female,1,No,No,40,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,Yes +9705-ZJBCG,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,No +4818-DRBQT,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Yes +1320-HTRDR,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Yes +6847-KJLTS,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,No +9670-BPNXF,Female,0,No,No,45,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),62.55,2796.45,No +3913-FCUUW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,No +3301-VKTGC,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,No +1493-AMTIE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes +9555-SAHUZ,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,No +0816-TSPHQ,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,No +9932-WBWIK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,No +4619-EVPHY,Female,1,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91.0,1859.5,No +5286-YHCVC,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,No +6424-ELEYH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Yes +4391-RESHN,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,Yes +9115-YQHGA,Male,0,No,No,40,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,No +4462-CYWMH,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,No +8963-MQVYN,Female,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,No +2458-EOMRE,Female,0,No,No,11,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,No +9334-GWGOW,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,No +6821-BUXUX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,Yes +5028-HTLJB,Male,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Yes +9801-GDWGV,Female,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,Yes +6542-LWGXJ,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.0,78.25,No +5567-GZKQY,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,No +1222-LRYKO,Male,0,No,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,No +2320-JRSDE,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Yes +2087-QAREY,Female,0,Yes,No,22,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,No +0601-WZHJF,Male,0,Yes,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,Yes +4423-JWZJN,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,No +5143-WMWOG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Yes +6490-FGZAT,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,No +5393-RXQSZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.6,79.6,Yes +7452-FOLON,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,No +2320-TZRRH,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,No +0231-LXVAP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,Yes +9444-JTXHZ,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,Yes +4942-VZZOM,Male,0,Yes,No,64,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,No +5510-BOIUJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Yes +7502-BNYGS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.1,3168,No +4291-HYEBC,Female,1,Yes,Yes,28,No,No phone service,DSL,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,39.1,1096.6,No +6147-CBCRA,Female,0,Yes,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,No +6047-SUHPR,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,59.8,2343.85,No +4471-KXAUH,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,Yes +9752-ZNQUT,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,No +7638-QVMVY,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,522.95,Yes +1576-PFZIW,Male,1,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,No +5666-MBJPT,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725,No +7312-XSBAT,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,No +3096-GKWEB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,No +2371-JQHZZ,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.0,2248.05,No +0674-GCDXG,Male,0,No,No,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,No +1121-QSIVB,Female,0,No,Yes,44,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,No +4396-KLSEH,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63,No +3244-DCJWY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Yes +2824-MYYBN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,No +0875-CABNR,Female,1,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Yes +6345-HOVES,Male,0,No,No,34,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,No +8318-LCNBW,Male,0,Yes,No,35,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,No +6469-QJKZW,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,No +0147-ESWWR,Female,1,Yes,No,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,No +1217-VASWC,Male,1,Yes,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304,No +7812-FZHPE,Female,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Yes +6370-ZVHDV,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,No +5915-DGNVC,Female,0,Yes,No,49,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,No +6260-XLACS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,No +3566-CAAYU,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,No +4983-CCWMC,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,No +9103-CXVOK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No +2896-TBNBE,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,No +4797-AXPXK,Female,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.0,60,Yes +5229-PRWKT,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,Yes +6982-UQZLY,Female,1,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Yes +2522-WLNSF,Female,1,Yes,No,34,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,No +3841-CONLJ,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.0,35,No +5057-LCOUI,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,Yes +0193-ESZXP,Female,1,Yes,No,58,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,Yes +4475-NVTLU,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,No +4369-HTUIF,Male,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,Yes +9386-LDCZR,Male,0,No,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,No +9585-KKMFD,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.0,879.8,No +5399-ZIMKF,Male,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,No +0336-KXKFK,Male,0,No,No,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,No +5619-XZZKR,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,No +3948-FVVRP,Male,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,No +5327-XOKKY,Male,1,Yes,No,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329,No +0983-TATYJ,Female,0,Yes,No,33,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,No +1813-JYWTO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,No +0156-FVPTA,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,Yes +1984-FCOWB,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,Yes +0654-HMSHN,Male,0,Yes,Yes,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.4,2157.95,Yes +6719-OXYBR,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,No +3312-ZWLGF,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,No +6476-YHMGA,Female,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,No +5287-QWLKY,Male,1,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,Yes +0795-XCCTE,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,No +0168-XZKBB,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,No +3785-NRHYR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +4537-DKTAL,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.55,84.4,No +7072-MBHEV,Female,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,No +5602-BVFMK,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,No +6297-NOOPG,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,No +1891-UAWWU,Female,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,90.8,1951,Yes +8204-TIFGJ,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,No +8050-DVOJX,Male,1,No,No,49,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,No +6108-OQZDQ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,Yes +0363-QJVFX,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,Yes +8903-XEBGX,Male,0,No,Yes,2,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,No +8169-SAEJD,Male,1,Yes,No,69,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,No +9840-DVNDC,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,Yes +1089-XZWHH,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,No +2325-WINES,Female,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,No +6064-ZATLR,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,No +3096-JRDSO,Female,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,Yes +7824-PANSQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,No +8042-JVNFH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Yes +9648-BCHKM,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,No +2888-ADFAO,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,No +8707-HOEDG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,No +3374-LXDEV,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,Yes +4072-IPYLT,Female,0,Yes,Yes,36,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815,No +7167-PCEYD,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,No +4936-YPJNK,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,No +1580-BMCMR,Male,1,No,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,No +4817-KEQSP,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,No +6408-WHTEF,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,No +9251-AWQGT,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.0,935.9,No +8749-CLJXC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +7989-VCQOH,Male,0,Yes,Yes,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,No +5049-GLYVG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Yes +4199-QHJNM,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,No +8882-TLVRW,Male,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,No +5883-GTGVD,Male,0,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,Yes +5135-GRQJV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,No +2384-OVPSA,Female,1,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,No +1371-WEPDS,Male,1,Yes,No,40,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,No +3580-GICBM,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,No +4817-QRJSX,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.0,818.05,Yes +9730-DRTMJ,Male,0,Yes,No,32,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,No +4686-UXDML,Female,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,No +3349-ANQNH,Female,1,No,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890,No +2398-YPMUR,Female,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Yes +0932-YIXYU,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,No +7480-SPLEF,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.0,1796.55,No +7636-XUHWW,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,No +1431-CYWMH,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,No +5937-EORGB,Male,1,Yes,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,No +6349-JDHQP,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,No +5539-HIVAK,Female,1,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,No +5847-MXBEO,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,No +9985-MWVIX,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes +4583-PARNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,No +1116-FRYVH,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,No +1421-HCERK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,No +9633-XQABV,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,No +0716-BQNDX,Male,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,No +1265-XTECC,Female,1,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,Yes +1183-CANVH,Female,0,Yes,No,23,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60.0,1347.15,No +1972-XMUWV,Female,0,Yes,No,65,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,No +8679-LZBMD,Male,0,Yes,No,44,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,No +3407-JMJQQ,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.0,7661.8,No +6252-DFGTK,Female,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,No +1539-LNKHM,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,No +8645-KOMJQ,Male,0,Yes,Yes,69,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,No +0289-IVARM,Female,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,No +9761-XUJWD,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,No +4057-FKCZK,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,No +4291-TPNFG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,No +6087-YPWHO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,No +3090-QFUVD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,No +2237-ZFSMY,Female,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,Yes +1722-LDZJS,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,No +1818-ESQMW,Female,0,No,No,27,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,No +4871-JTKJF,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +1415-YFWLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,Yes +7401-RUBNK,Female,0,Yes,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,No +0506-YLVKJ,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,No +8661-BOYNW,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,No +6711-VTNRE,Female,0,No,No,36,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Yes +4815-GBTCD,Female,0,Yes,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,No +2805-AUFQN,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,No +0980-PVMRC,Female,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,No +7233-DRTRF,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,No +3500-RMZLT,Female,1,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,Yes +3873-NFTGI,Male,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,No +1162-ECVII,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,No +7048-GXDAY,Male,0,No,No,39,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,No +8571-ZCMCX,Female,0,Yes,Yes,47,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60.0,2768.65,No +1169-WCVAK,Male,0,Yes,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,No +4548-SDBKE,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,Yes +8066-POXGX,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,Yes +7129-CAKJW,Female,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,No +8695-ARGXZ,Male,1,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,No +3570-YUEKJ,Female,0,No,No,42,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,No +4143-OOBWZ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,Yes +1555-HAPSU,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,No +1697-NVVGY,Male,1,Yes,No,19,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,No +7854-EKTJL,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,Yes +8464-EETCQ,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,No +2419-FSORS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,No +8132-YPVBX,Female,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,No +9102-IAYHT,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.45,1451.6,Yes +6754-LZUKA,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,No +3422-LYEPQ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.0,71,Yes +8099-MZPUJ,Male,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,No +0787-LHDYT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No +2642-DTVCO,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,746.5,Yes +0374-IOEGQ,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,No +4361-JEIVL,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Yes +3197-NNYNB,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,No +3396-DKDEL,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250,No +1752-OZXFY,Male,0,Yes,No,60,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,No +9066-QRSDU,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,No +9112-WSNPU,Female,1,No,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419,No +9867-NNXLC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,No +5321-NTRKC,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,No +1363-TXLSL,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +9507-EXLTT,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,Yes +3161-GETRM,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097,No +0402-OAMEN,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,No +6933-VLYFX,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,No +6754-WKSHP,Male,0,No,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,No +9846-GKXAS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,Yes +6017-PPLPX,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,Yes +4976-LNFVV,Male,1,Yes,No,19,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,No +5055-MGMGF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,No +4641-FROLU,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,No +2862-JVEOY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,No +2969-QWUBZ,Female,0,No,No,2,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,No +9822-BIIGN,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,No +2077-MPJQO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,No +1534-OULXE,Female,0,Yes,Yes,61,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,No +7136-RVDTZ,Male,1,No,No,70,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,Yes +2971-SGAFL,Female,0,No,No,13,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,No +1480-IVEVR,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,No +2905-KFQUV,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,No +4581-SSPWD,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,Yes +3370-HXOPH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,No +9391-YZEJW,Female,0,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,5757.2,No +9958-MEKUC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,No +0281-CNTZX,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,No +6927-WTFIV,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Yes +4118-CEVPF,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,No +3398-ZOUAA,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Yes +9114-VEPUF,Male,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,No +7876-BEUTG,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,No +2338-BQEZT,Female,0,No,No,55,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,No +9873-MNDKV,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,No +0378-NHQXU,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,Yes +8241-JUIQO,Female,0,No,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,No +2194-IIQOF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,No +4512-ZUIYL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.0,153.05,Yes +9631-RXVJM,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,No +9584-EXCDZ,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,No +7969-AULMZ,Female,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.35,2119.5,Yes +5093-FEGLU,Female,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,No +2621-UDNLU,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72,No +7526-IVLYU,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,No +2428-HYUNX,Male,1,Yes,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,No +9214-EKVXR,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.0,44,No +3410-MHHUM,Female,0,Yes,Yes,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,No +0568-ONFPC,Male,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135,Yes +0733-VUNUW,Male,0,No,No,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Yes +4550-EVXNY,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2122-YWVYA,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,No +2968-SSGAA,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,Yes +2296-DKZFP,Female,0,Yes,No,65,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71.0,4386.2,No +4844-JJWUY,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.0,86,Yes +6777-TGHTM,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,Yes +8909-BOLNL,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,No +6603-YRDCJ,Male,0,Yes,No,33,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,No +3538-WZPHD,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,Yes +3229-USWAR,Female,0,No,No,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,No +2138-VFAPZ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,No +6131-JLWZM,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,No +4785-QRJHC,Male,1,Yes,No,46,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,Yes +0269-XFESX,Male,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,No +1709-EJDOX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,No +4316-XCSLJ,Male,0,No,Yes,17,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,No +8610-WFCJF,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,Yes +9693-XMUOB,Male,1,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,No +0383-CLDDA,Female,0,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,No +4905-JEFDW,Male,0,No,No,11,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,Yes +2709-UQGNP,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,No +3549-ZTMNH,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.0,269.65,No +7881-INRLC,Male,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740,Yes +8033-ATFAS,Female,0,Yes,Yes,39,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,No +1635-NZATJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,No +0562-HKHML,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,No +8277-RVRSV,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,No +9943-VSZUV,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,No +0117-LFRMW,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Yes +6172-FECYY,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,Yes +7054-ENNGU,Female,0,Yes,No,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,No +1455-HFBXA,Male,0,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,No +9402-CXWPL,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,98.9,6838.6,No +1628-BIZYP,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,No +1965-AKTSX,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Yes +0082-LDZUE,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,No +4786-UKSNZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Yes +5343-SGUBI,Female,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,No +0856-NAOES,Male,0,No,No,6,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,No +1976-AZZPJ,Male,0,Yes,No,7,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,No +7248-VZQLC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Yes +6156-UZDLF,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,No +3099-OONVS,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,No +9500-WBGRP,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,No +5183-KLYEM,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,No +5144-PQCDZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,No +8514-VZHEB,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,No +6625-IUTTT,Male,0,No,No,67,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,No +9355-NPPFS,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,No +0068-FIGTF,Female,0,No,No,27,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,No +5965-GGPRW,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,No +8035-PWSEV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,No +2236-HILPA,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,No +1840-BIUOG,Male,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,No +1356-MKYSK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,No +6080-LNESI,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,No +1830-IPXVJ,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,No +5828-DWPIL,Male,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,No +8398-TBIYD,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,No +0011-IGKFF,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.0,1237.85,Yes +4192-GORJT,Male,0,Yes,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,Yes +6496-SLWHQ,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,294.45,Yes +9912-GVSEQ,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.85,2381.55,Yes +2931-FSOHN,Male,1,No,No,13,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,No +9418-RUKPH,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,No +5383-MMTWC,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.0,613.4,Yes +9971-ZWPBF,Male,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,No +4712-AUQZO,Male,0,No,No,18,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,No +9711-FJTBX,Male,0,Yes,Yes,56,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,No +2908-ZTPNF,Female,0,No,No,36,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,No +7240-ETPTR,Female,0,Yes,No,9,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.75,442.2,Yes +2202-CUYXZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,Yes +5995-OIGLP,Male,0,No,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,Yes +8421-WZOOW,Female,1,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,No +6261-RCVNS,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,Yes +7951-QKZPL,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Yes +1414-YADCW,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),84.6,5706.2,No +8756-RDDLT,Female,0,No,No,68,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,No +2862-PFNIK,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,No +5816-QVHRX,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,No +4430-YHXGG,Female,0,No,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,No +6888-SBYAI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,No +7395-XWZOY,Male,0,No,No,20,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,1165.55,No +7169-YWAMK,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,No +3640-PHQXK,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,Yes +6877-LGWXO,Male,1,Yes,No,18,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,Yes +6859-RKMZJ,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,No +2729-VNVAP,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,No +2957-JIRMN,Female,1,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,No +2049-BAFNW,Female,0,No,No,1,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,No +3842-QTGDL,Male,0,Yes,No,16,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,No +7163-OCEQI,Male,0,Yes,Yes,22,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,No +9782-LGXMC,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,No +5975-BAICR,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Credit card (automatic),63.7,2188.5,No +8019-ENHXU,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Yes +5167-GBFRE,Male,1,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Yes +9033-EOXWV,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,Yes +4673-KKSLS,Female,0,No,No,31,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,No +4853-OITSN,Male,0,Yes,No,5,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,No +9800-OUIGR,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.0,1374.2,No +1324-NLTJE,Female,1,No,No,15,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),55.0,757.1,Yes +2324-EFHVG,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,No +7094-MSZAO,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No +1522-VVDMG,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,Yes +6907-CQGPN,Male,0,No,No,29,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,No +0780-XNZFN,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,No +0239-OXEXL,Female,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,No +2675-IJRGJ,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978,No +7049-GKVZY,Female,0,No,No,17,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,No +8577-QSOCG,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,No +3721-CNZHX,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,No +0212-ISBBF,Female,0,No,No,22,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,No +9185-TQCVP,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.15,1139.2,Yes +3585-YNADK,Female,0,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,No +5271-DBYSJ,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,No +1099-GODLO,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,No +6828-HMKWP,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,No +5567-WSELE,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,Yes +1472-TNCWL,Male,0,No,Yes,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,No +8063-RJYNF,Male,0,No,No,16,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,Yes +0687-ZVTHB,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,Yes +2080-GKCWQ,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,No +9661-ACXBS,Female,0,No,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,Yes +2193-SFWQW,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,No +5656-JAMLX,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,No +3462-BJQQA,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,No +0442-TDYUO,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036,No +6733-LRIZX,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,No +9503-XJUME,Male,0,No,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,No +4367-NHWMM,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,No +3727-RJMEO,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,Yes +3779-OSWCF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,No +6736-DHUQI,Female,0,Yes,Yes,67,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),84.8,5598.3,No +3915-ODIYG,Male,1,No,No,60,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,No +1360-RCYRT,Male,0,Yes,Yes,23,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,No +2724-FJDYW,Male,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,No +4451-RWASJ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,No +6646-VRFOL,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,Yes +3460-TJBWI,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,No +5917-HBSDW,Female,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,No +5685-IIXLY,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,Yes +5671-UUNXD,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,No +0956-ACVZC,Female,0,No,No,54,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,No +2325-NBPZG,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,No +4250-ZBWLV,Male,0,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,Yes +4482-FTFFX,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,No +8859-DZTGQ,Male,0,No,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,No +0440-MOGPM,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,No +0020-JDNXP,Female,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,61.25,1993.2,No +3752-CQSJI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,No +5025-GOOKI,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,No +4698-KVLLG,Female,1,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,No +5095-AESKG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Yes +2887-JPYLU,Female,0,No,Yes,41,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,No +4770-QAZXN,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,No +4896-CPRPF,Male,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,No +1871-MOWRM,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Yes +9714-EDSUC,Male,0,No,No,4,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,No +2027-OAQQC,Female,0,No,No,43,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,Yes +0282-NVSJS,Female,1,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,No +9090-SGQXL,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,Yes +6595-YGXIT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,Yes +7353-YOWFP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,No +9835-ZIITK,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,Yes +8008-ESFLK,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,No +7537-CBQUZ,Male,1,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,No +1555-DJEQW,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,Yes +5649-TJHOV,Male,1,Yes,No,27,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032,Yes +0519-XUZJU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,Yes +3363-EWLGO,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,No +4750-UKWJK,Female,1,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,No +6338-AVWCY,Male,0,No,No,3,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,Yes +1689-YQBYY,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893,No +4487-ZYJZK,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,No +2959-FENLU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,No +0708-LGSMF,Male,0,Yes,No,13,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,No +9253-QXKBE,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,Yes +7634-HLQJR,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,No +0487-RPVUM,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,No +4079-ULGFR,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,275.7,No +2516-XSJKX,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,No +0057-QBUQH,Female,0,No,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,No +9445-SZLCH,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,Yes +6599-SFQVE,Female,0,No,No,6,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.0,340.4,No +8331-ZXFOE,Female,0,No,No,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,No +4003-FUSHP,Male,0,No,No,19,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,No +0356-ERHVT,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,No +7325-ENZFI,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.3,1630.4,No +4884-ZTHVF,Female,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,No +3920-HIHMQ,Female,0,No,Yes,26,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,No +3055-OYMSE,Female,1,No,No,53,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,No +0613-WUXUM,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,No +7568-PODML,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,Yes +4458-KVRBJ,Male,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.0,1510.5,No +5349-IECLD,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,Yes +1397-XKKWR,Male,0,No,No,7,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,No +3945-GFWQL,Female,0,No,Yes,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Yes +8097-OMULG,Male,0,Yes,Yes,59,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,No +6013-BHCAW,Male,0,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.0,4976.15,No +0401-WDBXM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,No +3387-PLKUI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,No +6096-EGVTU,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,No +3797-VTIDR,Male,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Yes +5081-NWSUP,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,No +2580-ATZSQ,Female,0,Yes,Yes,65,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,No +8085-MSNLK,Female,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,No +9691-HKOVS,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,No +9881-VCZEP,Female,0,Yes,No,25,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373,No +9526-BIHHD,Male,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,Yes +8757-TFHHJ,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No +4523-WXCEF,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,Yes +1468-DEFNC,Male,1,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,No +5119-KEPFY,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.0,3440.25,No +8364-TRMMK,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Yes +0916-KNFAJ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,No +8319-QBEHW,Male,0,No,Yes,26,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,No +3063-QFSZL,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.4,55.4,Yes +8775-LHDJH,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,Yes +9625-QNLUX,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,No +3097-NQYSN,Male,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,Yes +4024-CSNBY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,No +7110-BDTWG,Female,0,Yes,No,71,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,No +7493-GVFIO,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,No +0690-SRQID,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,No +9605-WGJVW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,No +9114-DPSIA,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.0,5750,No +4700-UBQMV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,No +7711-GQBZC,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,No +3565-UNOCC,Female,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,Yes +4627-MIHJH,Female,1,No,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,No +9795-NREXC,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.0,5484.4,No +8573-CGOCC,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,No +7356-AYNJP,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,No +9249-FXSCK,Female,0,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,Yes +5493-SDRDQ,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Yes +6286-SUUWT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,No +4819-HJPIW,Male,0,No,No,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,No +8654-DHAOW,Female,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,No +5438-QMDDL,Female,0,Yes,No,19,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,No +9812-GHVRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,No +5553-AOINX,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.9,6891.45,No +1228-ZLNBX,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,No +4226-KKDON,Male,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,66.65,520.95,No +3831-YCPUO,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,No +7445-WMRBW,Female,0,No,No,48,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,No +3308-DGHKL,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,No +9924-JPRMC,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,No +0080-EMYVY,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),51.45,727.85,No +6218-KNUBD,Male,0,No,No,6,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,No +7337-CINUD,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,No +7609-NRNCA,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,No +0623-EJQEG,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,No +7153-CHRBV,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,No +0871-URUWO,Male,0,Yes,No,13,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359,Yes +9190-MFJLN,Male,1,No,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,Yes +6198-PNNSZ,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,No +3317-VLGQT,Female,0,Yes,No,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,No +4132-POCZS,Male,0,Yes,No,52,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,No +5614-DNZCE,Female,0,No,No,58,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,No +1095-JUDTC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,95.05,4504.55,Yes +3896-RCYYE,Female,0,No,No,67,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,No +9638-JIQYA,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,No +3258-SANFR,Male,1,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,No +3726-TBHQT,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.0,8175.9,No +3190-ITQXP,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,No +0870-VEMYL,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,Yes +4833-QTJNO,Male,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,No +3039-MJSLN,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No +0178-CIIKR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58,No +5385-SUIRI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,Yes +3982-XWFZQ,Female,0,Yes,No,42,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Yes +5774-QPLTF,Male,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,No +2322-VCZHZ,Male,1,Yes,No,23,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.0,2024.1,No +5010-IPEAQ,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,No +4009-ALQFH,Female,0,No,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,Yes +6383-ZTSIW,Female,1,Yes,No,39,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,No +8990-YOZLV,Female,0,No,No,69,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,No +3069-SSVSN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,No +5222-IMUKT,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,No +3627-FCRDW,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.0,672.55,Yes +7562-GSUHK,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Yes +6685-XSHHU,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,No +8901-UPRHR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,No +4903-UYAVB,Male,0,Yes,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Yes +0118-JPNOY,Female,1,No,No,26,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,No +6776-TLWOI,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Yes +3845-FXCYS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,No +5857-XRECV,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,No +0725-CXOTM,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,No +4343-EJVQB,Male,0,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,No +9000-PLFUZ,Female,1,Yes,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,No +3427-GGZZI,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,No +7779-ORAEL,Male,1,Yes,No,45,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,No +0644-OQMDK,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,No +4077-CROMM,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,Yes +3154-CFSZG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,No +2868-MZAGQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,79.25,Yes +2220-IAHLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,No +1658-XUHBX,Female,1,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,No +6379-RXJRQ,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Yes +2378-HTWFW,Male,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91.0,3180.5,No +8650-RHRKE,Male,0,No,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Yes +4377-VDHYI,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,No +0475-RIJEP,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Yes +1260-TTRXI,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,Yes +3719-TDVQB,Female,1,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,No +6328-ZPBGN,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,Yes +0201-MIBOL,Female,1,No,No,66,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.4,6471.85,No +4937-QPZPO,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,No +2925-VDZHY,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,No +6981-TDRFT,Male,0,Yes,Yes,44,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,No +3413-CSSTH,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,No +8033-VCZGH,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,No +4789-KWMXN,Male,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,Yes +0224-NIJLP,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,No +7542-CYDDM,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,No +4718-WXBGI,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,No +2867-UIMSS,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,Yes +8495-PRWFH,Female,1,No,No,42,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,55.65,2421.75,No +0439-IFYUN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,No +5716-LIBJC,Female,0,No,Yes,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,No +2868-LLSKM,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,No +8111-RKSPX,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Yes +2988-QRAJY,Male,0,No,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,No +1585-MQSSU,Male,0,No,No,17,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,Yes +0071-NDAFP,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,No +2856-NNASM,Male,1,No,No,43,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,Yes +7328-ZJAJO,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,No +6458-CYIDZ,Female,1,No,No,5,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,No +8559-CIZFV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625,Yes +1090-PYKCI,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,No +3058-WQDRE,Male,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,No +7547-EKNFS,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Yes +2279-AXJJK,Male,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,No +6769-DYBQN,Male,1,No,No,46,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.0,3969.4,Yes +0909-SELIE,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,No +3417-TSCIC,Male,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,No +1042-HFUCW,Female,0,No,Yes,25,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,No +4439-JMPMT,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,Yes +6537-OTKMY,Male,0,No,No,15,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,No +8999-EXMNO,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,No +6725-TPKJO,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,No +2446-BEGGB,Female,1,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,Yes +7162-WPHPM,Male,0,Yes,Yes,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,No +1599-MMYRQ,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,No +8821-KVZKQ,Female,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,No +1496-GGSUK,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Yes +6434-TTGJP,Male,0,Yes,Yes,10,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521,No +0042-JVWOJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,No +0130-SXOUN,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,No +2575-GFSOE,Female,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Yes +2330-PQGDQ,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,No +1452-UZOSF,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,No +2097-YVPKN,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,No +2842-JTCCU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Yes +8597-CTXVJ,Male,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,No +6631-HMANX,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,No +9962-BFPDU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No +3296-SILRA,Female,1,Yes,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,Yes +9681-OXGVC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514,Yes +6394-HHHZM,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,No +5995-LFTLE,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,No +5180-UCIIQ,Male,1,Yes,Yes,22,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,Yes +1932-UEDCX,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,No +7153-OANIO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,Yes +5188-HGMLP,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.0,3919.15,No +0665-XHDJU,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,No +6521-YYTYI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,Yes +8878-HMWBV,Male,0,No,No,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Yes +8265-HKSOW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,No +3544-FBCAS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,No +5331-RGMTT,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,No +4759-PXTAN,Female,0,Yes,No,59,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,No +7054-DMVAS,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,No +3428-MMGUB,Male,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,No +6549-BTYPG,Female,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,No +7823-JSOAG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,No +3705-RHRFR,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,No +9374-YOLBJ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,No +9074-KGVOX,Male,0,Yes,Yes,50,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,No +6128-DAFVY,Female,0,No,No,56,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,No +9933-QRGTX,Female,0,Yes,No,60,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,No +4476-OSWTN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,No +3751-KTZEL,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,Yes +1977-STDKI,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.0,73,Yes +5066-GFJMM,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,No +2661-GKBTK,Male,0,Yes,Yes,60,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,No +0458-HEUZG,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,No +7268-WNTCP,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,No +0824-VWDPO,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,No +8409-WQJUX,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,No +2578-JQPHZ,Male,0,No,No,44,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,No +3278-FSIXX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,No +5813-UECBU,Male,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Yes +0328-GRPMV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes +9746-UGFAC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,No +2946-KIQSP,Female,0,No,No,35,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,33.45,1175.85,No +0625-AFOHS,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,No +6726-WEXXK,Male,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,No +4636-OLWOE,Male,0,No,Yes,54,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,61.0,3283.05,No +4342-HENTK,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,Yes +4685-ERGHK,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,No +0885-HMGPY,Male,0,No,No,62,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,No +5003-OKNNK,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,No +4195-SMMNX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Yes +7208-PSIHR,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,No +4012-ZTHBR,Female,0,Yes,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,No +0489-WMEMG,Female,0,No,Yes,23,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,No +7435-ZNUYY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,No +1354-YZFNB,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,No +6956-SMUCM,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.0,287.4,Yes +2985-FMWYF,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,2341.55,No +2812-ENYMO,Male,0,No,No,26,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,No +2717-HVIZY,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,No +3223-WZWJM,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,Yes +3422-GALYP,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,No +9053-JZFKV,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,Yes +2530-ENDWQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,Yes +2890-WFBHU,Female,0,No,No,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,No +0327-WFZSY,Male,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.0,3835.55,No +7977-HXJKU,Male,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397,No +6615-ZGEDR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Yes +7033-CLAMM,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,No +4023-RTIQM,Female,1,Yes,No,31,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,No +0864-FVJNJ,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,113.35,7222.75,No +7356-IWLFW,Male,0,Yes,Yes,46,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.0,3769.7,No +9541-PWTWO,Female,0,No,No,52,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,No +3967-VQOGC,Female,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,No +7872-RDDLZ,Female,1,No,No,67,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,No +9250-WYPLL,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,Yes +6308-CQRBU,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,No +2754-XBHTB,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Yes +1597-LHYNC,Female,1,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.0,2497.2,Yes +0186-CAERR,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,No +3043-SUDUA,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No +5442-BHQNG,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.35,139.25,No +2169-RRLFW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,No +5872-OEQNH,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,No +3162-KKZXO,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,5409.75,No +7055-VKGDA,Male,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,Yes +0754-UKWQP,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,Yes +8873-GLDMH,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,No +5696-JVVQY,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,No +8946-BFWSG,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,No +7493-TPUWZ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,Yes +0547-HURJB,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,No +8904-OPDCK,Male,1,Yes,No,54,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,No +8845-LWKGE,Female,0,Yes,Yes,30,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,No +1577-HKTFG,Female,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,Yes +8752-STIVR,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.0,303.15,Yes +0691-NIKRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,No +5022-JNQEQ,Female,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,No +4558-FANTW,Female,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,Yes +3249-VHRIP,Female,0,No,No,62,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,No +3736-BLEPA,Male,0,No,No,28,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,No +4701-LKOZD,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,No +6603-QWSPR,Female,0,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,No +9921-QFQUL,Female,0,Yes,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,No +1929-ZCBHE,Male,0,Yes,Yes,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,No +4378-MYPGO,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,No +8651-ENBZX,Female,1,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.0,6441.4,Yes +4129-LYCOI,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104.0,7039.05,No +7798-JVXYM,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,No +8647-SDTWQ,Male,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,No +2696-ECXKC,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,No +2081-KJSQF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No +7623-TRNQN,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,Yes +3323-CPBWR,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,No +9330-IJWIO,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.35,1358.85,Yes +3384-CTMSF,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,No +0902-RFHOF,Male,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,No +9286-DOJGF,Female,1,Yes,No,38,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Yes +6048-QBXKL,Female,1,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,No +9661-MHUMO,Male,1,Yes,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Yes +7718-RXDGG,Male,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,No +1025-FALIX,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,No +3451-VAWLI,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,No +3407-QGWLG,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,No +1842-EZJMK,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,Yes +2347-WKKAE,Male,0,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,No +8735-DCXNF,Male,0,Yes,No,10,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,No +3214-IYUUQ,Female,0,Yes,No,61,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,No +1936-UAFEH,Female,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,No +3587-PMCOY,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,No +8079-XRJRS,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,Yes +1027-LKKQQ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,No +7148-XZPHA,Male,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,No +8073-IJDCM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Yes +5309-TAIKL,Female,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,No +6856-RAURS,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,No +8778-LMWTJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,No +9717-IOAAF,Male,0,No,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,No +8884-ADFVN,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,Yes +2845-KDHVX,Female,0,Yes,No,64,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,No +0848-SOMKO,Male,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,No +2720-WGKHP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,181.7,Yes +6734-FQAJX,Male,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,No +2869-ADAWR,Female,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,Yes +1535-VTJOQ,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553,No +6368-TZZDT,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,No +0943-ZQPXH,Male,0,Yes,Yes,44,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,No +1293-BSEUN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,No +9894-EZEWG,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Yes +1302-TPUBN,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,No +7851-FLGGQ,Male,0,No,No,1,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Yes +0637-UBJRP,Male,0,Yes,Yes,13,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,Yes +0940-OUQEC,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Yes +2378-VTKDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,No +0927-CNGRH,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +8608-OZTLB,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,No +2335-GSODA,Male,0,No,Yes,23,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,40.1,857.75,No +1952-DVVSW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,No +0702-PGIBZ,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.7,364.55,Yes +6656-GULJQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,No +9853-JFZDU,Female,0,Yes,No,35,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,No +1963-VAUKV,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Yes +3777-XROBG,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,No +6994-FGRHH,Male,0,Yes,Yes,70,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,No +4000-VGMQP,Male,0,Yes,Yes,38,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,No +3999-WRNGR,Female,0,Yes,Yes,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,No +3466-RITXD,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,No +2680-XKKNJ,Female,0,No,No,8,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,No +3058-HJCUY,Male,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,Yes +2974-GGUXS,Female,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,No +7994-XIRTR,Male,1,No,No,54,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,No +3259-FDWOY,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.0,7723.7,Yes +2101-RANCD,Female,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,No +7921-BEPCI,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265,No +0807-ZABDG,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,Yes +8510-TMWYB,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,No +3258-ZKPAI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,No +1428-IEDPR,Male,0,No,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.3,5731.4,No +5298-GSTLM,Female,1,No,No,60,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,No +4450-YOOHP,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,No +6728-CZFEI,Female,0,No,No,15,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,No +5748-RNCJT,Male,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,Yes +3653-NCRDJ,Male,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,No +6121-TNHBO,Female,1,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),83.0,5243.05,No +5119-NZPTV,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,141.65,No +6519-ZHPXP,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,No +7739-LAXOG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Yes +3472-QPRCH,Male,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,No +8224-UAXBZ,Female,0,Yes,No,58,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,No +9610-WCESF,Male,0,No,No,67,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,No +9776-CLUJA,Female,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Yes +2486-WYVVE,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484,No +3865-ZYKAD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,No +1422-DGUBX,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,No +2999-AANRQ,Female,0,No,No,21,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,No +8668-KNZTI,Male,0,No,No,52,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Electronic check,53.75,2790.65,No +0480-KYJVA,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,No +6034-ZRYCV,Female,0,Yes,No,72,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,Yes +9746-YKGXB,Male,0,Yes,Yes,52,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,No +3926-YZVVX,Female,0,No,No,41,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,No +6000-UKLWI,Male,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,No +2079-FBMZK,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Yes +6332-FBZRI,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,No +2096-XOTMO,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,No +3266-FTKHB,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,No +8221-EQDGL,Male,0,Yes,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.0,2130.45,No +2346-LOCWC,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,No +6608-QQLVK,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Yes +0298-XACET,Male,0,Yes,Yes,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554,No +7560-QJAVJ,Female,0,No,No,70,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,No +2995-YWTCD,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,No +3551-HUAZH,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes +9137-UIYPG,Female,0,Yes,Yes,35,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,No +2809-ZMYOQ,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,No +5084-OOVCJ,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,No +0254-WWRKD,Female,0,Yes,Yes,67,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,No +7727-SHVZV,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No +6302-JGYRJ,Male,0,No,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,Yes +5339-PXDVH,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,No +2205-LPVGL,Male,1,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,No +8782-NUUOL,Male,0,No,No,60,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79.0,4801.1,No +3685-YLCMQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,Yes +7601-WFVZV,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No +4609-KNNWG,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,No +4868-AADLV,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,No +9529-OFXHY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,No +8634-MPHTR,Male,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,Yes +2669-QVCRG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,No +2478-EEWWM,Male,0,Yes,No,59,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,No +9174-IHETN,Female,0,No,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,No +2233-TXSIU,Male,0,Yes,Yes,17,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,No +9644-UMGQA,Male,0,Yes,Yes,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,No +3256-EZDBI,Male,1,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,No +8761-NSOBC,Male,0,No,No,44,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,Yes +0419-YAAPX,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,No +8413-VONUO,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,Yes +0872-CASZJ,Male,0,Yes,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,No +4726-DLWQN,Male,1,No,No,50,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,No +8164-OCKUJ,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286,No +3094-JOJAI,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387,No +9494-MRNYX,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,No +2599-CZABP,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,No +7945-PRBVF,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,No +4544-RXFMG,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,No +0859-YGKFW,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,No +1150-FTQGN,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,No +9223-UCPVT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,Yes +7196-LIWRH,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,No +5448-VWNAM,Female,0,No,Yes,19,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,No +1177-XZBJL,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,No +3518-FSTWG,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.55,7920.7,No +9330-VOFSZ,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,No +4351-QLCSU,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55.0,55,Yes +0939-EREMR,Female,0,No,Yes,13,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,No +9389-ACWBI,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,No +5419-JPRRN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,Yes +3644-QXEHN,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97.0,1334.45,No +2911-IJORQ,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,No +5921-NGYRH,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.55,4764,No +2100-BDNSN,Female,0,Yes,No,5,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),67.95,350.3,Yes +5998-DZLYR,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703,No +0488-GSLFR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Yes +9318-NKNFC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,Yes +3985-HOYPM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,No +9728-FTTVZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes +9548-LERKT,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,No +6576-FBXOJ,Male,0,Yes,No,17,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,No +4310-KEDTB,Female,0,No,Yes,26,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,No +7254-IQWOZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes +2474-BRUCM,Male,1,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,Yes +4062-HBMOS,Male,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,No +0742-NXBGR,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,Yes +2676-ISHSF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No +9236-NDUCW,Female,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,No +4753-PADAS,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,No +6103-QCKFX,Female,0,Yes,Yes,44,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,No +7781-EWARA,Male,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,No +6110-OHIHY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,Yes +7018-FPXHH,Male,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,No +5889-LFOLL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,Yes +5708-EVONK,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Yes +8708-XPXHZ,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,Yes +0616-ATFGB,Male,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,Yes +0572-ZJKLT,Female,0,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,No +5135-RDDQL,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,No +1353-LJWEM,Male,0,No,No,11,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,60.9,688.5,No +1794-SWWKL,Male,0,Yes,Yes,15,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,No +6166-YIPFO,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,No +7016-BPGEU,Female,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,Yes +6876-ADESB,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,Yes +9332-GYWLO,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,No +1963-SVUCV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes +4184-VODJZ,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,No +0220-EBGCE,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.85,167.3,Yes +1092-WPIVQ,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,No +7233-IOQNP,Female,0,Yes,No,43,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34.0,1505.35,No +2834-JKOOW,Female,0,No,No,15,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,No +2754-VDLTR,Male,0,No,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,Yes +2400-FEQME,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,No +3190-XFANI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,Yes +7551-DACSP,Male,0,Yes,Yes,6,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.3,324.25,Yes +4957-SREEC,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,No +7235-NXZCP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Yes +0230-UBYPQ,Male,1,Yes,No,63,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,No +4923-ADWXJ,Female,0,No,No,25,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,No +1763-KUAAW,Female,1,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,No +1104-TNLZA,Male,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998,No +5195-KPUNQ,Female,1,No,No,53,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,No +0520-FDVVT,Male,0,No,No,35,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,Yes +3439-GVUSX,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No +1444-VVSGW,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,Yes +5712-PTIWW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,Yes +5949-HGVJL,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,No +5203-XEHAX,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,No +1635-HDGFT,Female,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,No +3315-TOTBP,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76.0,1130.85,Yes +8050-XGRVL,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,No +6661-HBGWL,Female,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,Yes +1518-VOWAV,Female,0,No,No,9,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,Yes +9828-QHFBK,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,No +3908-MKIMJ,Male,1,Yes,No,68,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Electronic check,41.95,2965.75,No +5012-YSPJJ,Male,0,Yes,Yes,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647,No +5909-ECHUI,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,Yes +1309-BXVOQ,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,Yes +6728-VOIFY,Female,0,Yes,No,63,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96.0,6109.75,No +9317-WZPGV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Yes +4891-NLUBA,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,No +2856-HYAPG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,Yes +8969-PRHFK,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,No +0661-KQHNK,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,105.5,No +8709-KRDVL,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,3320.6,No +4488-PSYCG,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Yes +1427-VERSM,Female,0,Yes,No,56,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,No +9801-NOSHQ,Male,0,No,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,No +6339-YPSAH,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,No +3621-CEOVK,Female,1,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,Yes +6906-ANDWJ,Male,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Yes +2159-TURXX,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,No +1548-FEHVL,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,No +3795-CAWEX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,No +6215-NQCPY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,No +5647-URDKA,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,No +2229-DPMBI,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,No +9626-WEQRM,Female,0,No,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,No +2188-SXWVT,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55.0,1885.15,No +6258-PVZWJ,Male,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,No +1094-BKOSX,Female,0,Yes,Yes,45,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51.0,2264.5,No +6969-MVBAI,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,No +2978-XXSOG,Female,0,No,No,22,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,No +2342-CKIAO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,No +6953-PBDIN,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,No +3898-BSJYF,Female,0,No,Yes,10,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.55,693.3,No +3938-YFPXD,Male,0,No,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.3,5997.1,No +7696-AMHOD,Female,0,Yes,Yes,49,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.0,3824.2,No +2453-SAFNS,Female,1,No,No,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,No +9558-IHEZX,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,No +9617-UDPEU,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,No +6340-DACFT,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,No +4955-VCWBI,Female,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,817.95,No +6813-GZQCG,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,No +7426-GSWPO,Male,1,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,No +3389-KTRXV,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,No +3118-UHVVQ,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,No +1031-IIDEO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,Yes +5832-XKAES,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Yes +3205-MXZRA,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507,No +4701-AHWMW,Male,0,Yes,No,55,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,Yes +8317-BVKSO,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,No +5702-KVQRD,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,No +0083-PIVIK,Male,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,No +9210-IAHGH,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,Yes +6169-PGNCD,Female,0,No,No,57,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,No +0023-XUOPT,Female,0,Yes,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,Yes +4592-IWTJI,Female,0,Yes,Yes,3,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Yes +4909-JOUPP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,No +4657-FWVFY,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,No +2257-BOVXD,Male,0,Yes,No,14,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,No +7729-JTEEC,Male,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,No +7632-MNYOY,Male,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,Yes +6518-LGAOV,Female,0,Yes,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.0,4026.4,Yes +7242-QZLXF,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Yes +4576-CSAJH,Male,0,No,No,22,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),55.15,1193.05,Yes +1000-AJSLD,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes +9696-RMYBA,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,No +8690-UPCZI,Male,0,Yes,Yes,29,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),69.05,1958.45,No +1062-LHZOD,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Yes +9770-LXDBK,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,No +4086-WITJG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,No +8344-WFMFH,Male,0,No,Yes,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,No +9600-NAXZN,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528,Yes +8822-KNBHV,Female,0,No,No,48,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,No +8404-FYDIB,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,No +2791-SFVEW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,No +6457-USBER,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,Yes +6762-NSODU,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,No +4662-EKDPQ,Male,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Yes +9248-OJYKK,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Yes +9888-ZCUMM,Male,0,Yes,Yes,64,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,No +3398-FSHON,Female,1,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,Yes +3319-DWOEP,Male,1,Yes,No,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,Yes +1074-WVEVG,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267,No +9979-RGMZT,Female,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,No +6437-UDQJM,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,No +1226-IENZN,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,No +2108-GLPQB,Male,0,Yes,No,25,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,No +9259-PACGQ,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,Yes +4415-IJZTP,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes +1465-VINDH,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,Yes +5474-LAMUQ,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,No +3468-DRVQJ,Female,0,Yes,Yes,10,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,No +1122-YJBCS,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,No +4990-ALDGW,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,No +4816-OKWNX,Male,0,Yes,Yes,50,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,No +3315-IKYZQ,Male,0,Yes,Yes,28,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,No +2810-FTLEM,Female,0,No,No,16,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,Yes +4747-LCAQL,Male,0,No,No,25,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79.0,1902,No +3411-WLRSQ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,No +0898-XCGTF,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,No +8006-PYCSW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,No +8249-THVEC,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,No +8722-PRFDV,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,No +2164-SOQXL,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,No +4020-KIUDI,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,No +5850-BDWCY,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,No +2038-YSEZE,Female,0,No,No,29,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,No +0827-ITJPH,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689,No +8799-OXZMD,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,No +1925-TIBLE,Female,0,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,Yes +1705-GUHPV,Female,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,No +4779-ZGICK,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,No +0048-PIHNL,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,No +0818-OCPZO,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Yes +3967-KXAPS,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,No +1447-GIQMR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Yes +3704-IEAXF,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784,No +6810-VCAEX,Female,0,No,No,47,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,No +0674-EYYZV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,No +4480-MBMLB,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,No +1395-OFUWC,Male,0,Yes,Yes,43,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,No +0822-QGCXA,Female,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,No +0872-NXJYS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,Yes +2832-KJCRD,Female,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,No +3588-WSTTJ,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,No +4075-WKNIU,Female,0,Yes,Yes,0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,73.35, ,No +5090-EMGTC,Female,0,Yes,No,59,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,No +2346-CZYIL,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,No +3798-EPWRR,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,No +6258-NGCNG,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173,No +4186-ZBUEW,Female,0,No,No,36,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.7,2511.95,No +5274-XHAKY,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,No +1442-BQPVU,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,No +3978-YNKDD,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,No +4940-KHCWD,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,No +9412-ARGBX,Female,0,No,Yes,48,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,Yes +1389-CXMLU,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,Yes +9589-ABEPT,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,No +9388-ZEYVT,Male,0,No,No,43,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,No +0305-SQECB,Female,0,No,Yes,11,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,No +7605-SNLQG,Female,0,Yes,No,45,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,No +4670-TABXH,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,No +5561-NWEVX,Female,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,Yes +0064-SUDOG,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,No +8561-NMTBD,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,No +5161-XEUVX,Male,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Mailed check,94.3,3460.95,No +8292-FRFZQ,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,No +8591-NXRCV,Female,0,No,No,41,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,No +7895-VONWT,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,No +4526-RMTLL,Male,0,Yes,Yes,8,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,No +6253-GNHWH,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,No +4566-NECEV,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,No +8080-POTJR,Female,0,No,No,30,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,No +6906-MPARY,Male,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,No +3662-FXJFO,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,No +8107-RZLNV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,No +0516-OOHAR,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799,No +2027-CWDNU,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,No +2737-WFVYW,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,Yes +9912-OMZDS,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.15,6256.2,No +3733-ZEECP,Male,0,Yes,Yes,22,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,No +7878-RTCZG,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No +2452-MRMZF,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,No +2272-QAGFO,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Yes +7103-IPXPJ,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,No +4342-HFXWS,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),69.7,3023.65,No +3545-CNWRG,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,No +1785-BPHTP,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,No +4989-LIXVT,Male,1,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,No +7315-WYOAW,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,No +1173-XZPYF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,No +9850-OWRHQ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228,Yes +3768-NLUBH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,Yes +8676-TRMJS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.0,209.1,Yes +2509-TFPJU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,No +9530-GRMJG,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,No +6898-RBTLU,Female,0,Yes,Yes,49,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,No +5481-NTDOH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,No +2068-WWXQZ,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902,No +7359-SSBJK,Female,1,No,No,64,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481,Yes +2061-VVFST,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No +0685-MLYYM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,Yes +0749-IRGQE,Female,1,Yes,No,13,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,No +2380-DAMQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,No +2256-YLYLP,Male,0,Yes,Yes,68,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,No +1272-ILHFG,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,No +0164-XAIRP,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,No +5666-CYCYZ,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,No +4011-ARPHK,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,No +8182-PNAGI,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Yes +6365-HITVU,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,No +7558-IMLMT,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,No +9488-FYQAU,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,No +3590-TCXTB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No +6994-KERXL,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,No +7957-RYHQD,Female,1,No,No,40,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Yes +2180-DXNEG,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,1062.1,Yes +1960-UOTYM,Male,0,Yes,Yes,52,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,No +2740-JFBOK,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.0,226.55,No +6500-JVEGC,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,No +5515-AKOAJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,Yes +8976-OQHGT,Female,0,Yes,Yes,4,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,Yes +5245-VDBUR,Female,0,Yes,No,52,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,No +6230-BSUXY,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,Yes +8469-SNFFH,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,No +2144-ESWKO,Male,0,No,No,43,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,No +1241-FPMOF,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,No +9928-BZVLZ,Female,0,No,No,12,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,No +4114-QMKVN,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,No +2775-SEFEE,Male,0,No,Yes,0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),61.9, ,No +9003-CPATH,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,No +1754-GKYPY,Male,1,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,No +5294-CDGWY,Male,0,Yes,Yes,51,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,Yes +7956-XQWGU,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,No +1591-MQJTP,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,No +5295-PCJOO,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,Yes +2369-FEVNO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,No +9863-JZAIC,Male,0,No,No,35,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.0,2010.55,Yes +7471-MQPOS,Male,1,Yes,Yes,71,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,No +7660-HDPJV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes +5115-SQAAU,Female,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No +9845-QOMAD,Male,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,No +7672-VFMXZ,Male,0,Yes,No,57,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,No +9739-JLPQJ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,No +9916-AYHTC,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916,No +3855-ONCAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,No +1488-SYSFC,Male,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,No +7931-PXHFC,Male,0,No,No,38,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Yes +3990-QYKBE,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.5,3473.4,Yes +0970-QXPXW,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No +3259-KNMRR,Male,1,No,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,No +6120-RJKLU,Female,1,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,No +9572-WUKSB,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,No +5893-KCLGT,Female,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567,No +0076-LVEPS,Male,0,No,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45.0,1242.45,No +3640-JQGJG,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,No +4919-MOAVT,Male,0,No,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,Yes +1596-OQSPS,Female,0,No,No,11,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,No +9867-XOBQA,Female,0,No,Yes,21,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,No +9546-KDTRB,Female,0,No,No,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,No +3090-HAWSU,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,Yes +9820-RMCQV,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501,Yes +3174-RKMOW,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,No +1760-CAZHT,Male,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,No +7839-QRKXN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes +8441-SHIPE,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,No +5204-QZXPU,Male,0,No,No,19,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,Yes +4597-ELFTS,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334,Yes +1320-GVNHT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,No +1047-RNXZV,Male,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,No +3541-ZNUHK,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.1,4600.95,No +8450-JOVAH,Male,0,Yes,Yes,2,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,Yes +8725-JEDFD,Male,0,No,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,No +7562-UXTPG,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,No +8071-SBTRN,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,No +1113-IUJYX,Female,0,Yes,No,14,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,Yes +6668-CNMFP,Female,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,No +5626-MGTUK,Female,0,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,No +5681-LLOEI,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,No +8212-DJRCH,Male,0,Yes,Yes,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,No +4323-OHFOW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,No +4933-BSAIP,Female,0,Yes,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,No +2030-BTZRO,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,No +1116-DXXDF,Male,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,No +9274-CNFMO,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,Yes +7758-XKCBS,Male,0,No,No,15,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,Yes +8992-JQYUN,Male,0,Yes,No,1,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,Yes +6563-VNPMN,Female,1,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,No +0617-AQNWT,Female,0,Yes,No,64,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,47.85,3147.5,Yes +2267-WTPYD,Female,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94.0,5438.95,No +0270-THENM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,No +2446-PLQVO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes +4707-MAXGU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,No +2710-WYVXG,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,No +3005-NFMTA,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.8,5617.75,Yes +6300-BWMJX,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,No +8784-CGILN,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,Yes +5389-FFVKB,Male,1,Yes,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Yes +7009-LGECI,Female,0,No,No,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,No +8444-WRIDW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Yes +5022-KVDQT,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,No +7976-CICYS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,No +1036-GUDCL,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,No +2005-DWQZJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,No +8148-WOCMK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125,No +7815-PDTHL,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,No +9451-LPGOO,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,Yes +9173-IVZVP,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,No +9129-UXERG,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,No +3635-JBPSG,Female,0,No,No,15,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603,No +7964-ZRKKG,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,No +5868-YWPDW,Male,1,Yes,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,Yes +6229-LSCKB,Male,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,No +2025-JKFWI,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,Yes +4078-SAYYN,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,Yes +1724-IQWNM,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,No +8217-QYOHV,Male,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,No +5546-QUERU,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257,No +9940-HPQPG,Female,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Yes +6897-UUBNU,Male,0,No,No,29,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,No +6127-IYJOZ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,No +6618-RYATB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Yes +8930-XOTDP,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,No +5916-QEWPT,Female,0,Yes,No,2,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.0,147.8,No +5060-TQUQN,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,No +0531-XBKMM,Male,0,No,Yes,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,No +8465-SBRXP,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,No +2408-PSJVE,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,No +9079-YEXQJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,Yes +9700-ZCLOT,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,32.7,No +8738-JOKAR,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,No +4534-WGCIR,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,No +1930-WNXSB,Male,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,No +2685-SREOM,Female,0,Yes,Yes,25,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,Yes +3508-CFVZL,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,No +0402-CQAJN,Female,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,Yes +6692-UDPJC,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.65,1301,Yes +1273-MTETI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,Yes +0657-DOGUM,Female,0,Yes,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,No +5480-HPRRX,Female,1,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,Yes +8792-AOROI,Female,0,Yes,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,No +0295-PPHDO,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,Yes +5146-YYFRZ,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,No +1195-OIYEJ,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,Yes +5906-CVLHP,Female,0,Yes,Yes,45,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,Yes +3452-SRFEG,Male,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,No +4070-OKWVH,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,No +5297-MDOIR,Female,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,No +6369-MCAKO,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,No +4926-UMJZD,Female,0,Yes,No,31,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,No +6848-HJTXY,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,No +6341-AEVKX,Female,0,Yes,No,62,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,No +4501-EQDRN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Yes +2990-HWIML,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,Yes +0682-USIXD,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,No +6976-BWGLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,No +7078-NVFAM,Female,0,Yes,Yes,32,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,No +8065-QBYTO,Female,1,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,No +2133-TSRRM,Female,0,No,Yes,34,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,No +7384-GHBPI,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,Yes +7603-USHJS,Male,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Yes +7234-FECYN,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,Yes +2511-ALLCS,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,No +3191-CSNMG,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,No +7952-OBOYL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,No +7470-DYNOE,Male,0,No,No,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,No +7853-OETYL,Female,0,Yes,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,No +1545-ACTAS,Female,0,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,No +5876-HZVZM,Female,0,Yes,Yes,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Yes +1400-MMYXY,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,Yes +5126-RCXYW,Male,0,Yes,Yes,54,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46.0,2424.05,No +3085-QUOZK,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,Yes +2363-BJLSL,Male,0,No,No,62,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,No +1956-YIFGE,Male,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,No +3926-CUQZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Yes +7921-LMDFQ,Male,1,No,No,51,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,4905.75,No +2925-MXLSX,Female,0,No,No,30,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,No +5820-PTRYM,Female,1,Yes,No,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014,No +9609-BENEA,Male,0,Yes,No,35,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69.0,2441.7,No +6211-WHMYA,Female,1,No,No,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751,No +4459-BBGHE,Male,0,No,Yes,30,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,No +9945-PSVIP,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,No +1041-RXHRA,Female,0,No,No,41,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Yes +1750-CSKKM,Male,0,No,Yes,9,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,Yes +9108-EJFJP,Female,0,Yes,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,No +0530-IJVDB,Male,0,No,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,No +0508-SQWPL,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,No +2215-ZAFGX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,No +8213-TAZPM,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,No +7142-HVGBG,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.0,4414.3,Yes +1304-SEGFY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,No +7242-EDTYC,Male,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,No +2904-GGUAZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,No +8267-ZNYVZ,Female,0,Yes,No,33,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,Yes +5136-GFPMB,Male,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,No +2595-KIWPV,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,No +5243-SAOTC,Male,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,No +9398-MMQTO,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,No +7619-PLRLP,Female,0,Yes,No,53,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,No +6457-GIRWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes +6508-NJYRO,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,No +1450-SKCVI,Female,0,No,No,56,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Yes +4710-NKCAW,Male,0,Yes,Yes,5,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),64.4,316.9,No +5306-BVTKJ,Male,0,Yes,Yes,48,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,No +0357-NVCRI,Female,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,No +5570-PTWEH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Yes +2371-KFUOG,Male,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,No +0463-ZSDNT,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,No +6502-MJQAE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes +6257-DTAYD,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,No +4616-ULAOA,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,No +7693-LCKZL,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385,Yes +7746-AWNQW,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,No +5996-EBTKM,Female,0,Yes,Yes,67,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,No +2758-RNWXS,Male,0,No,No,35,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,No +2314-TNDJQ,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),55.65,3880.05,No +2405-LBMUW,Female,0,Yes,Yes,61,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,No +3454-JFUBC,Male,1,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.0,1396,No +0032-PGELS,Female,0,Yes,Yes,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Yes +9039-ZVJDC,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,No +6797-LNAQX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,Yes +9013-AQORL,Female,0,No,Yes,48,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,No +2898-MRKPI,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,No +2750-BJLSB,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,No +3648-GZPHF,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,No +2075-RMJIK,Female,0,Yes,Yes,5,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,No +9588-YRFHY,Male,0,No,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,No +6394-MFYNG,Female,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Yes +1564-NTYXF,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82.0,1127.2,Yes +9364-YKUVW,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,No +5392-AKEMH,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,No +2451-YMUXS,Male,1,No,No,67,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,No +3914-FDRHP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,No +3078-ZKNTS,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,No +1024-KPRBB,Female,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342,No +4690-PKDQG,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,No +8155-IBNHG,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Yes +0886-QGENL,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,Yes +9547-ITEFG,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,No +1264-FUHCX,Female,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,No +7789-CRUVC,Female,1,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,No +6598-KELSS,Male,0,No,Yes,50,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,No +8739-WWKDU,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,Yes +8685-WHQPW,Female,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Yes +4745-LSPLO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes +8083-YTZES,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,Yes +7240-FQLHE,Female,1,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,Yes +6664-FPDAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,Yes +9972-VAFJJ,Female,1,Yes,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94.0,4871.45,No +0422-UXFAP,Female,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,No +1904-WAJAA,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,No +5130-YPIRV,Female,0,Yes,No,62,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72.0,4284.2,No +2843-CQMEG,Male,0,No,No,24,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,No +6439-PKTRR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,No +5351-QESIO,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,No +0786-VSSUD,Male,1,No,No,16,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39.0,679.85,Yes +5568-DMXZS,Female,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,No +8468-FZTOE,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,No +6633-SYEUS,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,No +6447-GORXK,Male,0,No,Yes,31,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.0,789.2,No +6967-PEJLL,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,No +3976-BWUCK,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,Yes +5981-ZVXOT,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,No +1684-FLBGS,Female,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,No +1389-WNUIB,Female,0,Yes,Yes,20,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76.0,1588.75,No +0376-OIWME,Male,0,Yes,No,36,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,No +3585-ISXZP,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,Yes +0218-QNVAS,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,No +6583-QGCSI,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,Yes +0804-YGEQV,Female,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,No +7164-BPTUT,Male,0,No,Yes,57,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,No +4174-LPGTI,Female,0,Yes,Yes,41,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Yes +2523-EWWZL,Female,0,Yes,No,27,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,No +0928-XUTSN,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,No +2108-XWMPY,Male,0,No,No,3,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,Yes +0052-YNYOT,Female,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,No +6304-IJFSQ,Male,0,No,No,3,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,Yes +9586-JGQKH,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,No +4501-VCPFK,Male,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,No +6075-SLNIL,Male,0,No,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,No +9347-AERRL,Male,0,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,No +0093-XWZFY,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,Yes +2274-XUATA,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,No +1980-KXVPM,Female,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Yes +7703-ZEKEF,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.0,1917.1,Yes +0723-DRCLG,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Yes +5482-NUPNA,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,Yes +6691-CCIHA,Female,0,Yes,No,62,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,No +1685-BQULA,Female,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,No +9053-EJUNL,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,No +0666-UXTJO,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,No +1471-GIQKQ,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,No +4807-IZYOZ,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,No +1122-JWTJW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Yes +9710-NJERN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826,No +9837-FWLCH,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239,No +1699-HPSBG,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,Yes +7203-OYKCT,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,No +1035-IPQPU,Female,1,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.5,6479.4,No +7398-LXGYX,Male,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,No +2823-LKABH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,No +8775-CEBBJ,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Yes +0550-DCXLH,Male,0,No,No,13,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,No +9281-CEDRU,Female,0,Yes,No,68,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,No +2235-DWLJU,Female,1,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,No +0871-OPBXW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,No +3605-JISKB,Male,1,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60.0,3316.1,No +6894-LFHLY,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Yes +9767-FFLEM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,No +0639-TSIQW,Female,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,Yes +8456-QDAVC,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,No +7750-EYXWZ,Female,0,No,No,12,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.65,743.3,No +2569-WGERO,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,No +6840-RESVB,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,No +2234-XADUH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,No +4801-JZAZL,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,No +8361-LTMKD,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Yes +3186-AJIEK,Male,0,No,No,66,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,No