,age,sex,bmi,children,smoker,region,charges
764,45,female,25.175,2,no,northeast,9095.06825
887,36,female,30.02,0,no,northwest,5272.1758
890,64,female,26.885,0,yes,northwest,29330.98315
1293,46,male,25.745,3,no,northwest,9301.89355
259,19,male,31.92,0,yes,northwest,33750.2918
1312,34,male,42.9,1,no,southwest,4536.259
899,19,female,22.515,0,no,northwest,2117.33885
752,64,male,37.905,0,no,northwest,14210.53595
1286,28,female,17.29,0,no,northeast,3732.6251
707,49,male,28.69,3,no,northwest,10264.4421
780,30,male,24.4,3,yes,southwest,18259.216
567,41,male,30.59,2,no,northwest,7256.7231
76,29,female,29.59,1,no,southeast,3947.4131
265,46,male,42.35,3,yes,southeast,46151.1245
901,60,male,40.92,0,yes,southeast,48673.5588
893,47,male,38.94,2,yes,southeast,44202.6536
650,49,female,42.68,2,no,southeast,9800.8882
615,47,female,36.63,1,yes,southeast,42969.8527
538,46,female,28.05,1,no,southeast,8233.0975
916,43,female,26.885,0,yes,northwest,21774.32215
413,25,male,23.9,5,no,southwest,5080.096
598,43,male,32.6,2,no,southwest,7441.501
513,19,male,30.4,0,no,southwest,1256.299
78,22,female,39.805,0,no,northeast,2755.02095
1135,50,female,28.12,3,no,northwest,11085.5868
561,54,female,32.68,0,no,northeast,10923.9332
904,60,female,35.1,0,no,southwest,12644.589
429,27,female,30.4,3,no,northwest,18804.7524
275,47,female,26.6,2,no,northeast,9715.841
808,18,male,30.14,0,no,southeast,1131.5066
1253,40,female,29.3,4,no,southwest,15828.82173
765,57,female,31.825,0,no,northwest,11842.62375
700,21,female,34.87,0,no,southeast,2020.5523
1119,30,female,19.95,3,no,northwest,5693.4305
1108,26,male,30.0,1,no,southwest,2904.088
777,45,male,39.805,0,no,northeast,7448.40395
363,21,female,26.4,1,no,southwest,2597.779
1263,43,female,29.9,1,no,southwest,7337.748
1176,52,female,24.13,1,yes,northwest,23887.6627
49,36,male,35.2,1,yes,southeast,38709.176
32,19,female,28.6,5,no,southwest,4687.797
506,22,male,31.35,1,no,northwest,2643.2685
945,56,female,35.8,1,no,southwest,11674.13
1015,59,male,25.46,0,no,northwest,12124.9924
346,33,male,35.75,2,no,southeast,4889.9995
233,59,male,27.5,1,no,southwest,12333.828
51,21,female,33.63,2,no,northwest,3579.8287
869,25,female,24.3,3,no,southwest,4391.652
312,43,male,35.97,3,yes,southeast,42124.5153
237,31,male,38.39,2,no,southeast,4463.2051
542,63,female,36.3,0,no,southeast,13887.204
270,18,male,29.37,1,no,southeast,1719.4363
806,40,female,41.42,1,no,northwest,28476.73499
1296,18,male,26.125,0,no,northeast,1708.92575
1228,56,male,34.43,0,no,southeast,10594.2257
925,50,male,32.11,2,no,northeast,25333.33284
101,30,male,25.46,0,no,northeast,3645.0894
298,31,male,34.39,3,yes,northwest,38746.3551
798,58,female,33.1,0,no,southwest,11848.141
221,53,female,33.25,0,no,northeast,10564.8845
208,63,female,31.8,0,no,southwest,13880.949
572,30,female,43.12,2,no,southeast,4753.6368
770,61,male,36.1,3,no,southwest,27941.28758
367,42,female,24.985,2,no,northwest,8017.06115
1098,52,female,30.875,0,no,northeast,23045.56616
63,28,female,25.935,1,no,northwest,4133.64165
494,21,male,25.7,4,yes,southwest,17942.106
289,52,male,26.4,3,no,southeast,25992.82104
1048,25,female,22.515,1,no,northwest,3594.17085
888,22,male,39.5,0,no,southwest,1682.597
44,38,male,37.05,1,no,northeast,6079.6715
394,46,female,32.3,2,no,northeast,9411.005
1280,48,female,33.33,0,no,southeast,8283.6807
1143,39,male,32.34,2,no,southeast,6338.0756
239,44,male,38.06,1,no,southeast,7152.6714
979,36,female,29.92,0,no,southeast,4889.0368
906,27,male,32.585,3,no,northeast,4846.92015
447,56,female,25.65,0,no,northwest,11454.0215
303,28,female,33.0,2,no,southeast,4349.462
1246,45,female,25.7,3,no,southwest,9101.798
374,20,male,33.33,0,no,southeast,1391.5287
1321,62,male,26.695,0,yes,northeast,28101.33305
163,32,female,29.8,2,no,southwest,5152.134
240,23,female,36.67,2,yes,northeast,38511.6283
1047,22,male,52.58,1,yes,southeast,44501.3982
254,50,male,31.825,0,yes,northeast,41097.16175
670,30,male,31.57,3,no,southeast,4837.5823
849,55,male,32.775,0,no,northwest,10601.63225
712,43,female,30.685,2,no,northwest,8310.83915
721,53,male,36.6,3,no,southwest,11264.541
462,62,female,38.095,2,no,northeast,15230.32405
664,64,female,22.99,0,yes,southeast,27037.9141
818,47,female,26.125,1,yes,northeast,23401.30575
755,31,male,27.645,2,no,northeast,5031.26955
1118,33,male,35.75,1,yes,southeast,38282.7495
1309,41,male,32.2,2,no,southwest,6875.961
885,32,male,28.93,1,yes,southeast,19719.6947
614,20,female,33.0,0,no,southeast,1880.07
1314,30,female,23.655,3,yes,northwest,18765.87545
838,35,female,23.465,2,no,northeast,6402.29135
952,30,female,28.405,1,no,northwest,4527.18295
65,19,female,28.9,0,no,southwest,1743.214
594,41,male,40.26,0,no,southeast,5709.1644
678,56,male,36.1,3,no,southwest,12363.547
868,61,male,23.655,0,no,northeast,13129.60345
710,18,male,35.2,1,no,southeast,1727.54
184,44,male,30.69,2,no,southeast,7731.4271
793,53,male,20.9,0,yes,southeast,21195.818
1212,18,male,21.47,0,no,northeast,1702.4553
58,53,female,22.88,1,yes,southeast,23244.7902
430,19,male,33.1,0,no,southwest,23082.95533
930,26,male,46.53,1,no,southeast,2927.0647
1192,58,female,32.395,1,no,northeast,13019.16105
23,34,female,31.92,1,yes,northeast,37701.8768
365,49,female,30.78,1,no,northeast,9778.3472
210,20,male,33.0,1,no,southwest,1980.07
115,60,male,28.595,0,no,northeast,30259.99556
1171,43,female,26.7,2,yes,southwest,22478.6
43,37,female,30.8,2,no,southeast,6313.759
881,23,male,27.36,1,no,northwest,2789.0574
597,34,female,33.25,1,no,northeast,5594.8455
774,41,male,34.2,2,no,northwest,7261.741
405,52,female,38.38,2,no,northeast,11396.9002
247,24,male,35.86,0,no,southeast,1986.9334
832,28,female,23.845,2,no,northwest,4719.73655
309,41,female,33.06,2,no,northwest,7749.1564
415,43,female,35.64,1,no,southeast,7345.7266
1052,49,male,29.83,1,no,northeast,9288.0267
654,59,female,35.2,0,no,southeast,12244.531
358,23,male,41.91,0,no,southeast,1837.2819
551,32,female,28.93,0,no,southeast,3972.9247
778,35,male,34.32,3,no,southeast,5934.3798
1127,35,female,35.86,2,no,southeast,5836.5204
81,45,female,38.285,0,no,northeast,7935.29115
196,39,female,32.8,0,no,southwest,5649.715
1209,59,male,37.1,1,no,southwest,12347.172
353,33,male,35.245,0,no,northeast,12404.8791
461,42,male,30.0,0,yes,southwest,22144.032
629,44,female,38.95,0,yes,northwest,42983.4585
850,37,female,30.78,0,yes,northeast,37270.1512
999,36,female,26.885,0,no,northwest,5267.81815
522,51,female,33.915,0,no,northeast,9866.30485
974,26,male,35.42,0,no,southeast,2322.6218
599,52,female,37.525,2,no,northwest,33471.97189
192,25,male,25.74,0,no,southeast,2137.6536
617,49,male,25.6,2,yes,southwest,23306.547
1298,33,male,27.455,2,no,northwest,5261.46945
570,31,female,29.1,0,no,southwest,3761.292
1256,51,female,36.385,3,no,northwest,11436.73815
361,35,male,30.5,1,no,southwest,4751.07
1122,53,female,36.86,3,yes,northwest,46661.4424
875,23,female,28.12,0,no,northwest,2690.1138
781,18,male,41.14,0,no,southeast,1146.7966
1249,32,male,33.63,1,yes,northeast,37607.5277
566,38,female,40.565,1,no,northwest,6373.55735
988,34,male,34.675,0,no,northeast,4518.82625
894,62,male,32.11,0,no,northeast,13555.0049
610,47,female,29.37,1,no,southeast,8547.6913
618,19,female,33.11,0,yes,southeast,34439.8559
422,40,male,32.775,1,yes,northeast,39125.33225
56,58,female,31.825,2,no,northeast,13607.36875
1299,19,female,25.745,1,no,northwest,2710.82855
398,64,male,25.6,2,no,southwest,14988.432
1114,23,male,24.51,0,no,northeast,2396.0959
1092,23,male,32.7,3,no,southwest,3591.48
1227,42,male,37.18,2,no,southeast,7162.0122
175,63,female,37.7,0,yes,southwest,48824.45
86,57,female,31.16,0,yes,northwest,43578.9394
123,44,male,31.35,1,yes,northeast,39556.4945
1182,25,female,30.3,0,no,southwest,2632.992
622,49,female,21.3,1,no,southwest,9182.17
931,39,female,32.5,1,no,southwest,6238.298
1067,39,male,42.655,0,no,northeast,5757.41345
1324,31,male,25.935,1,no,northwest,4239.89265
1175,22,female,27.1,0,no,southwest,2154.361
297,47,male,25.41,1,yes,southeast,21978.6769
296,19,male,27.7,0,yes,southwest,16297.846
534,64,male,40.48,0,no,southeast,13831.1152
128,32,female,17.765,2,yes,northwest,32734.1863
350,57,female,23.18,0,no,northwest,11830.6072
244,63,female,27.74,0,yes,northeast,29523.1656
428,21,female,16.815,1,no,northeast,3167.45585
591,47,male,19.57,1,no,northwest,8428.0693
220,34,female,33.7,1,no,southwest,5012.471
788,29,male,22.515,3,no,northeast,5209.57885
174,24,female,33.345,0,no,northwest,2855.43755
291,29,male,29.64,1,no,northeast,20277.80751
352,30,female,27.7,0,no,southwest,3554.203
1024,47,female,45.32,1,no,southeast,8569.8618
1055,55,male,27.645,0,no,northwest,10594.50155
817,23,male,37.1,3,no,southwest,3597.596
427,18,female,29.165,0,no,northeast,7323.734819
792,22,female,23.18,0,no,northeast,2731.9122
29,31,male,36.3,2,yes,southwest,38711.0
1322,62,male,38.83,0,no,southeast,12981.3457
605,51,female,34.1,0,no,southeast,9283.562
636,19,female,24.51,1,no,northwest,2709.1119
1073,54,female,28.88,2,no,northeast,12096.6512
31,18,female,26.315,0,no,northeast,2198.18985
351,50,female,25.6,0,no,southwest,8932.084
1137,26,female,22.23,0,no,northwest,3176.2877
331,52,male,27.36,0,yes,northwest,24393.6224
796,30,male,44.22,2,no,southeast,4266.1658
1039,19,male,27.265,2,no,northwest,22493.65964
261,20,female,26.84,1,yes,southeast,17085.2676
70,27,female,24.75,0,yes,southeast,16577.7795
744,50,male,26.41,0,no,northwest,8827.2099
1242,22,female,21.28,3,no,northwest,4296.2712
976,48,male,40.15,0,no,southeast,7804.1605
1302,25,female,20.8,1,no,southwest,3208.787
552,62,male,21.4,0,no,southwest,12957.118
661,57,female,23.98,1,no,southeast,22192.43711
286,46,female,48.07,2,no,northeast,9432.9253
1274,26,male,27.06,0,yes,southeast,17043.3414
1221,40,male,24.97,2,no,southeast,6593.5083
1032,30,female,27.93,0,no,northeast,4137.5227
585,33,female,28.27,1,no,southeast,4779.6023
231,59,female,27.83,3,no,southeast,14001.2867
48,60,female,24.53,0,no,southeast,12629.8967
919,35,female,34.21,1,no,southeast,5245.2269
113,21,female,35.72,0,no,northwest,2404.7338
155,44,male,39.52,0,no,northwest,6948.7008
660,37,male,46.53,3,no,southeast,6435.6237
665,43,male,38.06,2,yes,southeast,42560.4304
1202,22,male,32.11,0,no,northwest,2055.3249
1078,28,male,31.68,0,yes,southeast,34672.1472
1316,19,female,20.6,0,no,southwest,1731.677
581,19,male,30.59,0,no,northwest,1639.5631
1327,51,male,30.03,1,no,southeast,9377.9047
344,49,female,41.47,4,no,southeast,10977.2063
478,21,male,36.85,0,no,southeast,1534.3045
198,51,female,18.05,0,no,northwest,9644.2525
1167,29,female,24.6,2,no,southwest,4529.477
1303,43,male,27.8,0,yes,southwest,37829.7242
1133,52,female,18.335,0,no,northwest,9991.03765
903,49,male,36.85,0,no,southeast,8125.7845
107,26,male,30.875,2,no,northwest,3877.30425
1149,42,male,34.1,0,no,southwest,5979.731
1323,42,female,40.37,2,yes,southeast,43896.3763
1097,22,male,33.77,0,no,southeast,1674.6323
1074,60,female,18.335,0,no,northeast,13204.28565
739,29,male,35.5,2,yes,southwest,44585.45587
1271,25,female,34.485,0,no,northwest,3021.80915
218,26,female,29.92,1,no,southeast,3392.9768
464,19,male,25.175,0,no,northwest,1632.03625
1235,26,male,31.065,0,no,northwest,2699.56835
306,28,female,27.5,2,no,southwest,20177.67113
1083,32,male,31.5,1,no,southwest,4076.497
438,52,female,46.75,5,no,southeast,12592.5345
410,19,male,17.48,0,no,northwest,1621.3402
855,20,female,29.6,0,no,southwest,1875.344
243,40,male,35.3,3,no,southwest,7196.867
1043,28,female,25.8,0,no,southwest,3161.454
371,57,female,22.23,0,no,northeast,12029.2867
168,19,female,31.825,1,no,northwest,2719.27975
858,25,female,32.23,1,no,southeast,18218.16139
715,60,male,28.9,0,no,southwest,12146.971
1270,26,male,33.915,1,no,northwest,3292.52985
900,49,male,22.515,0,no,northeast,8688.85885
708,31,female,30.495,3,no,northeast,6113.23105
54,40,female,28.69,3,no,northwest,8059.6791
370,61,female,21.09,0,no,northwest,13415.0381
741,27,male,29.15,0,yes,southeast,18246.4955
109,63,male,35.09,0,yes,southeast,47055.5321
575,58,female,27.17,0,no,northwest,12222.8983
535,38,male,28.025,1,no,northeast,6067.12675
543,54,female,47.41,0,yes,southeast,63770.42801
256,56,male,33.63,0,yes,northwest,43921.1837
25,59,female,27.72,3,no,southeast,14001.1338
336,60,male,25.74,0,no,southeast,12142.5786
47,28,female,34.77,0,no,northwest,3556.9223
106,19,female,28.4,1,no,southwest,2331.519
1269,45,male,27.5,3,no,southwest,8615.3
55,58,male,36.955,2,yes,northwest,47496.49445
649,58,female,32.965,0,no,northeast,12430.95335
213,34,female,26.73,1,no,southeast,5002.7827
120,44,male,37.1,2,no,southwest,7740.337
697,41,male,35.75,1,yes,southeast,40273.6455
1244,18,male,33.33,0,no,southeast,1135.9407
72,53,female,28.1,3,no,southwest,11741.726
628,58,male,38.0,0,no,southwest,11365.952
978,45,female,39.995,3,no,northeast,9704.66805
45,55,male,37.3,0,no,southwest,20630.28351
1306,29,female,21.85,0,yes,northeast,16115.3045
523,38,female,37.73,0,no,southeast,5397.6167
938,18,male,26.18,2,no,southeast,2304.0022
1275,57,male,23.7,0,no,southwest,10959.33
638,39,male,26.41,0,yes,northeast,20149.3229
533,37,male,36.19,0,no,southeast,19214.70553
465,30,female,28.38,1,yes,southeast,19521.9682
1096,51,female,34.96,2,yes,northeast,44641.1974
1144,50,male,32.3,2,no,southwest,9630.397
1169,37,female,34.105,1,no,northwest,6112.35295
60,43,male,27.36,3,no,northeast,8606.2174
92,59,male,29.83,3,yes,northeast,30184.9367
1146,60,male,32.8,0,yes,southwest,52590.82939
194,18,male,34.43,0,no,southeast,1137.4697
280,40,female,28.12,1,yes,northeast,22331.5668
359,18,female,20.79,0,no,southeast,1607.5101
519,31,male,30.875,0,no,northeast,3857.75925
1031,55,female,35.2,0,yes,southeast,44423.803
1004,47,male,19.19,1,no,northeast,8627.5411
182,22,male,19.95,3,no,northeast,4005.4225
110,54,male,33.63,1,no,northwest,10825.2537
1107,50,female,26.22,2,no,northwest,10493.9458
1220,30,female,21.945,1,no,northeast,4718.20355
204,46,male,22.3,0,no,southwest,7147.105
1105,54,female,31.24,0,no,southeast,10338.9316
1006,28,male,29.26,2,no,northeast,4438.2634
545,49,male,25.84,2,yes,northwest,23807.2406
1102,29,male,38.94,1,no,southeast,3471.4096
718,51,female,36.67,2,no,northwest,10848.1343
711,50,female,23.54,2,no,southeast,10107.2206
909,32,female,24.6,0,yes,southwest,17496.306
183,44,female,26.41,0,no,northwest,7419.4779
137,22,male,25.175,0,no,northwest,2045.68525
1013,48,male,32.3,1,no,northwest,8765.249
80,31,male,26.885,1,no,northeast,4441.21315
1088,52,male,47.74,1,no,southeast,9748.9106
985,44,female,25.8,1,no,southwest,7624.63
541,20,female,31.79,2,no,southeast,3056.3881
596,42,female,29.48,2,no,southeast,7640.3092
480,63,male,41.325,3,no,northwest,15555.18875
165,47,male,28.215,4,no,northeast,10407.08585
248,19,male,20.9,1,no,southwest,1832.094
307,30,female,33.33,1,no,southeast,4151.0287
948,42,male,31.255,0,no,northwest,6358.77645
861,38,female,28.0,3,no,southwest,7151.092
334,43,female,35.72,2,no,northeast,19144.57652
97,55,male,38.28,0,no,southeast,10226.2842
953,44,male,30.2,2,yes,southwest,38998.546
898,18,female,40.26,0,no,southeast,1634.5734
1001,24,male,32.7,0,yes,southwest,34472.841
940,18,male,23.21,0,no,southeast,1121.8739
852,46,female,35.53,0,yes,northeast,42111.6647
1196,19,female,30.02,0,yes,northwest,33307.5508
704,47,female,29.545,1,no,northwest,8930.93455
1213,52,female,33.3,2,no,southwest,10806.839
302,56,female,37.51,2,no,southeast,12265.5069
1099,25,female,33.99,1,no,southeast,3227.1211
388,26,female,22.61,0,no,northwest,3176.8159
235,40,female,22.22,2,yes,southeast,19444.2658
1193,48,female,36.575,0,no,northwest,8671.19125
996,39,female,34.1,3,no,southwest,7418.522
305,29,male,33.345,2,no,northwest,19442.3535
958,43,male,34.96,1,yes,northeast,41034.2214
1087,57,male,31.54,0,no,northwest,11353.2276
249,29,male,28.975,1,no,northeast,4040.55825
942,18,female,40.185,0,no,northeast,2217.46915
924,43,male,23.2,0,no,southwest,6250.435
71,31,male,28.5,5,no,northeast,6799.458
94,64,female,31.3,2,yes,southwest,47291.055
677,60,male,31.35,3,yes,northwest,46130.5265
33,63,male,28.31,0,no,northwest,13770.0979
1284,61,male,36.3,1,yes,southwest,47403.88
448,40,female,29.6,0,no,southwest,5910.944
445,45,female,33.1,0,no,southwest,7345.084
1278,39,male,29.925,1,yes,northeast,22462.04375
724,50,female,27.075,1,no,northeast,10106.13425
843,57,female,29.81,0,yes,southeast,27533.9129
77,21,male,35.53,0,no,southeast,1532.4697
84,37,female,34.8,2,yes,southwest,39836.519
668,62,male,32.015,0,yes,northeast,45710.20785
82,22,male,37.62,1,yes,southeast,37165.1638
457,57,female,30.495,0,no,northwest,11840.77505
1319,39,female,26.315,2,no,northwest,7201.70085
918,61,female,28.2,0,no,southwest,13041.921
436,22,male,31.73,0,no,northeast,2254.7967
727,29,female,21.755,1,yes,northeast,16657.71745
1070,37,male,37.07,1,yes,southeast,39871.7043
404,31,male,20.4,0,no,southwest,3260.199
1168,32,male,35.2,2,no,southwest,4670.64
1288,20,male,39.4,2,yes,southwest,38344.566
799,33,male,24.795,0,yes,northeast,17904.52705
104,34,female,27.5,1,no,southwest,5003.853
609,30,male,37.8,2,yes,southwest,39241.442
666,49,male,28.7,1,no,southwest,8703.456
1203,51,male,32.3,1,no,northeast,9964.06
62,64,male,24.7,1,no,northwest,30166.61817
281,54,male,40.565,3,yes,northeast,48549.17835
816,24,female,24.225,0,no,northwest,2842.76075
238,19,male,29.07,0,yes,northwest,17352.6803
223,19,male,34.8,0,yes,southwest,34779.615
145,29,female,38.83,3,no,southeast,5138.2567
1250,24,male,29.83,0,yes,northeast,18648.4217
373,26,male,32.9,2,yes,southwest,36085.219
118,49,female,27.17,0,no,southeast,8601.3293
1011,43,male,20.13,2,yes,southeast,18767.7377
250,18,male,17.29,2,yes,northeast,12829.4551
1289,44,male,34.32,1,no,southeast,7147.4728
9,60,female,25.84,0,no,northwest,28923.13692
449,35,male,38.6,1,no,southwest,4762.329
255,55,female,25.365,3,no,northeast,13047.33235
593,21,female,21.85,1,yes,northeast,15359.1045
389,24,female,30.21,3,no,northwest,4618.0799
771,53,female,26.7,2,no,southwest,11150.78
1166,57,male,40.37,0,no,southeast,10982.5013
557,34,male,34.21,0,no,southeast,3935.1799
460,49,female,36.63,3,no,southeast,10381.4787
1234,45,female,27.83,2,no,southeast,8515.7587
144,30,male,28.69,3,yes,northwest,20745.9891
501,43,male,26.03,0,no,northeast,6837.3687
1237,58,female,28.215,0,no,northwest,12224.35085
539,53,male,31.35,0,no,southeast,27346.04207
177,54,male,29.2,1,no,southwest,10436.096
1291,19,male,34.9,0,yes,southwest,34828.654
756,39,female,22.8,3,no,northeast,7985.815
864,51,male,25.4,0,no,southwest,8782.469
949,25,male,29.7,3,yes,southwest,19933.458
722,62,male,37.4,0,no,southwest,12979.358
1331,23,female,33.4,0,no,southwest,10795.93733
7,37,female,27.74,3,no,northwest,7281.5056
886,57,male,28.975,0,yes,northeast,27218.43725
667,40,female,32.775,2,yes,northwest,40003.33225
1041,18,male,23.085,0,no,northeast,1704.70015
357,47,male,29.83,3,no,northwest,9620.3307
329,52,male,36.7,0,no,southwest,9144.565
873,43,male,30.1,1,no,southwest,6849.026
1029,37,female,17.29,2,no,northeast,6877.9801
941,50,female,46.09,1,no,southeast,9549.5651
258,51,male,24.415,4,no,northwest,11520.09985
1054,27,female,21.47,0,no,northwest,3353.4703
372,42,female,33.155,1,no,northeast,7639.41745
963,46,male,24.795,3,no,northeast,9500.57305
743,31,female,26.62,0,no,southeast,3757.8448
142,34,male,25.3,2,yes,southeast,18972.495
525,18,female,33.88,0,no,southeast,11482.63485
1329,52,male,38.6,2,no,southwest,10325.206
812,54,male,21.01,2,no,southeast,11013.7119
934,32,male,37.18,2,no,southeast,4673.3922
1273,35,male,27.61,1,no,southeast,4747.0529
440,31,female,32.68,1,no,northwest,4738.2682
531,62,female,31.73,0,no,northeast,14043.4767
967,44,male,25.365,1,no,northwest,7518.02535
226,28,male,38.06,0,no,southeast,2689.4954
845,60,female,32.45,0,yes,southeast,45008.9555
228,41,female,31.635,1,no,northeast,7358.17565
1245,28,male,24.3,5,no,southwest,5615.369
212,24,male,28.5,2,no,northwest,3537.703
79,41,female,32.965,0,no,northwest,6571.02435
148,53,female,37.43,1,no,northwest,10959.6947
1042,20,male,30.685,0,yes,northeast,33475.81715
671,29,female,31.16,0,no,northeast,3943.5954
1036,22,male,37.07,2,yes,southeast,37484.4493
998,33,female,36.29,3,no,northeast,6551.7501
1165,35,female,26.125,0,no,northeast,5227.98875
133,19,male,25.555,0,no,northwest,1632.56445
1186,20,male,35.625,3,yes,northwest,37465.34375
408,38,male,21.12,3,no,southeast,6652.5288
1058,24,female,39.49,0,no,southeast,2480.9791
507,21,male,23.75,2,no,northwest,3077.0955
1068,63,male,21.66,1,no,northwest,14349.8544
504,38,female,28.93,1,no,southeast,5974.3847
882,21,female,22.135,0,no,northeast,2585.85065
347,46,male,33.345,1,no,northeast,8334.45755
386,58,female,39.05,0,no,southeast,11856.4115
0,19,female,27.9,0,yes,southwest,16884.924
360,48,female,32.3,2,no,northeast,10043.249
1266,55,female,30.5,0,no,southwest,10704.47
475,61,male,28.31,1,yes,northwest,28868.6639
1150,18,female,30.305,0,no,northeast,2203.73595
965,35,male,27.1,1,no,southwest,4746.344
1081,32,male,27.835,1,no,northwest,4454.40265
936,44,male,29.735,2,no,northeast,32108.66282
767,42,female,29.0,1,no,southwest,7050.642
172,18,male,15.96,0,no,northeast,1694.7964
450,39,male,29.6,4,no,southwest,7512.267
125,26,female,28.785,0,no,northeast,3385.39915
970,50,female,28.16,3,no,southeast,10702.6424
530,57,male,42.13,1,yes,southeast,48675.5177
713,20,male,40.47,0,no,northeast,1984.4533
90,21,female,39.49,0,no,southeast,2026.9741
1335,18,female,36.85,0,no,southeast,1629.8335
181,18,female,38.28,0,no,southeast,1631.8212
813,28,male,22.515,2,no,northeast,4428.88785
414,19,female,35.15,0,no,northwest,2134.9015
251,63,female,32.2,2,yes,southwest,47305.305
69,28,male,23.98,3,yes,southeast,17663.1442
131,61,female,22.04,0,no,northeast,13616.3586
300,36,male,27.55,3,no,northeast,6746.7425
826,56,male,31.79,2,yes,southeast,43813.8661
326,27,female,23.21,1,no,southeast,3561.8889
1308,25,female,30.2,0,yes,southwest,33900.653
982,31,male,25.9,3,yes,southwest,19199.944
499,62,female,39.2,0,no,southwest,13470.86
820,45,male,33.7,1,no,southwest,7445.918
364,21,female,21.89,2,no,southeast,3180.5101
495,20,male,27.93,0,no,northeast,1967.0227
1247,33,male,29.4,4,no,southwest,6059.173
338,50,male,32.3,1,yes,northeast,41919.097
421,61,male,35.86,0,yes,southeast,46599.1084
164,37,male,29.64,0,no,northwest,5028.1466
28,23,male,17.385,1,no,northwest,2775.19215
516,20,male,35.31,1,no,southeast,27724.28875
193,56,female,26.6,1,no,northwest,12044.342
783,50,female,27.6,1,yes,southwest,24520.264
968,21,male,25.745,2,no,northeast,3279.86855
169,27,male,18.905,3,no,northeast,4827.90495
879,37,female,29.5,2,no,southwest,6311.952
652,48,female,31.13,0,no,southeast,8280.6227
173,35,female,34.8,1,no,southwest,5246.047
518,35,female,31.0,1,no,southwest,5240.765
1089,56,male,22.1,0,no,southwest,10577.087
1216,40,male,25.08,0,no,southeast,5415.6612
491,61,female,25.08,0,no,southeast,24513.09126
73,58,male,32.01,1,no,southeast,11946.6259
1121,46,male,38.17,2,no,southeast,8347.1643
587,34,female,30.21,1,yes,northwest,43943.8761
962,63,female,35.2,1,no,southeast,14474.675
657,27,male,33.155,2,no,northwest,4058.71245
234,39,male,24.51,2,no,northwest,6710.1919
732,24,female,30.1,3,no,southwest,4234.927
214,45,female,30.9,2,no,southwest,8520.026
162,54,male,39.6,1,no,southwest,10450.552
132,53,female,35.9,2,no,southwest,11163.568
964,52,male,36.765,2,no,northwest,26467.09737
910,22,male,28.31,1,no,northwest,2639.0429
1101,53,male,28.6,3,no,southwest,11253.421
185,36,male,41.895,3,yes,northeast,43753.33705
41,31,female,36.63,2,no,southeast,4949.7587
692,20,male,32.395,1,no,northwest,2362.22905
108,29,male,27.94,0,no,southeast,2867.1196
38,35,male,36.67,1,yes,northeast,39774.2763
568,49,female,31.9,5,no,southwest,11552.904
912,59,female,26.695,3,no,northwest,14382.70905
1134,28,male,33.82,0,no,northwest,19673.33573
1287,36,female,25.9,1,no,southwest,5472.449
483,51,female,39.5,1,no,southwest,9880.068
468,28,female,24.32,1,no,northeast,23288.9284
24,37,male,28.025,2,no,northwest,6203.90175
814,36,male,34.43,2,no,southeast,5584.3057
839,59,female,31.35,0,no,northwest,12622.1795
997,63,female,36.85,0,no,southeast,13887.9685
1132,57,male,40.28,0,no,northeast,20709.02034
366,56,female,32.3,3,no,northeast,13430.265
505,37,male,30.875,3,no,northwest,6796.86325
1178,23,female,34.865,0,no,northeast,2899.48935
383,35,female,43.34,2,no,southeast,5846.9176
734,59,female,32.1,3,no,southwest,14007.222
717,60,male,24.32,1,no,northwest,13112.6048
1191,41,female,21.755,1,no,northeast,13725.47184
454,32,male,46.53,2,no,southeast,4686.3887
264,53,female,38.06,3,no,southeast,20462.99766
943,19,male,22.61,0,no,northwest,1628.4709
232,19,female,17.8,0,no,southwest,1727.785
444,56,male,26.695,1,yes,northwest,26109.32905
395,46,male,19.855,0,no,northwest,7526.70645
923,34,male,35.815,0,no,northwest,4320.41085
176,38,male,27.835,2,no,northwest,6455.86265
18,56,male,40.3,0,no,southwest,10602.385
1174,29,male,32.11,2,no,northwest,4433.9159
874,44,male,21.85,3,no,northeast,8891.1395
1018,54,female,35.815,3,no,northwest,12495.29085
865,40,male,29.9,2,no,southwest,6600.361
595,46,female,33.725,1,no,northeast,8823.98575
61,25,male,33.66,4,no,southeast,4504.6624
272,41,male,37.05,2,no,northwest,7265.7025
1084,62,female,30.495,2,no,northwest,15019.76005
1258,55,male,37.715,3,no,northwest,30063.58055
278,59,male,31.79,2,no,southeast,12928.7911
1040,35,female,28.025,0,yes,northwest,20234.85475
694,27,female,34.8,1,no,southwest,3577.999
368,44,male,32.015,2,no,northwest,8116.26885
1233,58,male,23.3,0,no,southwest,11345.519
36,62,female,32.965,3,no,northwest,15612.19335
735,49,female,34.77,1,no,northwest,9583.8933
1023,18,male,23.32,1,no,southeast,1711.0268
662,32,female,31.54,1,no,northeast,5148.5526
1211,39,male,34.1,2,no,southeast,23563.01618
1223,20,female,24.42,0,yes,southeast,26125.67477
547,54,female,46.7,2,no,southwest,11538.421
1230,52,male,34.485,3,yes,northwest,60021.39897
688,47,female,24.1,1,no,southwest,26236.57997
738,23,male,31.73,3,yes,northeast,36189.1017
191,36,female,26.2,0,no,southwest,4883.866
456,55,female,30.14,2,no,southeast,11881.9696
393,49,male,31.35,1,no,northeast,9290.1395
675,45,male,21.375,0,no,northwest,7222.78625
760,22,female,34.58,2,no,northeast,3925.7582
1317,18,male,53.13,0,no,southeast,1163.4627
728,18,female,40.28,0,no,northeast,2217.6012
419,63,female,26.98,0,yes,northwest,28950.4692
375,23,female,28.31,0,yes,northwest,18033.9679
412,26,female,17.195,2,yes,northeast,14455.64405
74,44,male,27.4,2,no,southwest,7726.854
1254,34,female,27.72,0,no,southeast,4415.1588
1190,31,female,32.775,2,no,northwest,5327.40025
500,29,male,34.4,0,yes,southwest,36197.699
825,64,female,31.825,2,no,northeast,16069.08475
1000,30,male,22.99,2,yes,northwest,17361.7661
616,56,female,28.595,0,no,northeast,11658.11505
114,52,male,32.205,3,no,northeast,11488.31695
417,36,female,22.6,2,yes,southwest,18608.262
601,51,male,31.635,0,no,northwest,9174.13565
604,19,female,28.31,0,yes,northwest,17468.9839
1282,18,female,21.66,0,yes,northeast,14283.4594
89,55,female,26.98,0,no,northwest,11082.5772
848,27,female,24.1,0,no,southwest,2974.126
1027,23,male,18.715,0,no,northwest,21595.38229
1281,47,female,27.645,2,yes,northwest,24535.69855
753,58,female,22.77,0,no,southeast,11833.7823
498,44,female,23.98,2,no,southeast,8211.1002
1200,37,male,24.32,2,no,northwest,6198.7518
1065,42,female,25.3,1,no,southwest,7045.499
1063,36,male,28.595,3,no,northwest,6548.19505
11,62,female,26.29,0,yes,southeast,27808.7251
396,43,female,34.4,3,no,southwest,8522.003
937,39,female,24.225,5,no,northwest,8965.79575
555,28,male,23.8,2,no,southwest,3847.674
42,41,male,21.78,1,no,southeast,6272.4772
841,59,male,24.7,0,no,northeast,12323.936
167,32,female,33.155,3,no,northwest,6128.79745
416,52,male,34.1,0,no,southeast,9140.951
576,22,male,26.84,0,no,southeast,1664.9996
834,36,male,33.82,1,no,northwest,5377.4578
267,59,female,32.395,3,no,northeast,14590.63205
1009,51,male,27.74,1,no,northeast,9957.7216
426,38,female,27.265,1,no,northeast,6555.07035
690,21,male,27.36,0,no,northeast,2104.1134
544,54,male,30.21,0,no,northwest,10231.4999
1255,42,female,37.9,0,no,southwest,6474.013
674,44,female,43.89,2,yes,southeast,46200.9851
689,27,male,31.13,1,yes,southeast,34806.4677
1181,24,female,29.925,0,no,northwest,2850.68375
851,61,male,32.3,2,no,northwest,14119.62
1310,42,male,26.315,1,no,northwest,6940.90985
159,50,female,27.83,3,no,southeast,19749.38338
895,61,female,44.0,0,no,southwest,13063.883
1066,48,male,37.29,2,no,southeast,8978.1851
257,38,female,40.15,0,no,southeast,5400.9805
1332,52,female,44.7,3,no,southwest,11411.685
335,64,male,34.5,0,no,southwest,13822.803
1259,52,female,23.18,0,no,northeast,10197.7722
15,19,male,24.6,1,no,southwest,1837.237
515,58,male,35.7,0,no,southwest,11362.755
324,29,male,27.2,0,no,southwest,2866.091
768,64,female,39.7,0,no,southwest,14319.031
607,59,female,23.655,0,yes,northwest,25678.77845
1179,31,male,29.81,0,yes,southeast,19350.3689
983,27,female,30.59,1,no,northeast,16796.41194
917,45,male,22.895,0,yes,northeast,35069.37452
905,26,female,29.355,2,no,northeast,4564.19145
222,32,male,30.8,3,no,southwest,5253.524
179,41,female,33.155,3,no,northeast,8538.28845
1049,49,male,30.9,0,yes,southwest,39727.614
99,38,male,19.3,0,yes,southwest,15820.699
836,36,male,31.5,0,no,southwest,4402.233
757,47,female,27.83,0,yes,southeast,23065.4207
521,32,female,44.22,0,no,southeast,3994.1778
761,23,male,35.2,1,no,southwest,2416.955
22,18,male,34.1,0,no,southeast,1137.011
356,46,male,43.89,3,no,southeast,8944.1151
733,48,female,27.265,1,no,northeast,9447.25035
1112,48,female,25.85,3,yes,southeast,24180.9335
1241,64,male,36.96,2,yes,southeast,49577.6624
611,38,female,34.8,2,no,southwest,6571.544
1139,19,female,32.49,0,yes,northwest,36898.73308
340,24,female,27.6,0,no,southwest,18955.22017
431,29,female,20.235,2,no,northwest,4906.40965
973,19,female,40.5,0,no,southwest,1759.338
217,27,male,23.1,0,no,southeast,2483.736
911,18,male,31.73,0,yes,northeast,33732.6867
203,27,female,36.08,0,yes,southeast,37133.8982
1080,18,male,21.78,2,no,southeast,11884.04858
1091,55,female,29.83,0,no,northeast,11286.5387
93,35,male,34.77,2,no,northwest,5729.0053
994,27,female,20.045,3,yes,northwest,16420.49455
68,40,female,36.19,0,no,southeast,5920.1041
1170,18,male,27.36,1,yes,northeast,17178.6824
284,52,female,31.2,0,no,southwest,9625.92
696,53,female,32.3,2,no,northeast,29186.48236
85,45,male,22.895,2,yes,northwest,21098.55405
434,31,male,28.595,1,no,northwest,4243.59005
989,24,female,20.52,0,yes,northeast,14571.8908
153,42,female,23.37,0,yes,northeast,19964.7463
75,57,male,34.01,0,no,northwest,11356.6609
1164,41,female,28.31,1,no,northwest,7153.5539
1336,21,female,25.8,0,no,southwest,2007.945
789,62,female,29.92,0,no,southeast,13457.9608
580,59,male,25.46,1,no,northeast,12913.9924
446,60,male,29.64,0,no,northeast,12730.9996
703,34,female,26.41,1,no,northwest,5385.3379
188,41,female,32.2,1,no,southwest,6775.961
271,50,male,34.2,2,yes,southwest,42856.838
1337,61,female,29.07,0,yes,northwest,29141.3603
884,25,male,26.695,4,no,northwest,4877.98105
236,18,female,26.73,0,no,southeast,1615.7667
487,19,male,28.7,0,no,southwest,1253.936
1292,21,male,23.21,0,no,southeast,1515.3449
559,19,male,35.53,0,no,northwest,1646.4297
117,29,female,27.94,1,yes,southeast,19107.7796
637,35,female,38.095,2,no,northeast,24915.04626
1206,59,female,34.8,2,no,southwest,36910.60803
801,64,female,35.97,0,no,southeast,14313.8463
750,37,female,26.4,0,yes,southeast,19539.243
512,51,male,22.42,0,no,northeast,9361.3268
633,40,male,22.705,2,no,northeast,7173.35995
977,26,male,29.15,1,no,southeast,2902.9065
1177,40,female,27.4,1,no,southwest,6496.886
907,44,female,32.34,1,no,southeast,7633.7206
1214,27,female,31.255,1,no,northwest,3956.07145
126,19,female,28.3,0,yes,southwest,17081.08
790,39,female,41.8,0,no,southeast,5662.225
829,39,male,21.85,1,no,northwest,6117.4945
116,58,male,49.06,0,no,southeast,11381.3254
473,47,female,33.345,0,no,northeast,20878.78443
740,45,male,24.035,2,no,northeast,8604.48365
1131,27,male,45.9,2,no,southwest,3693.428
950,57,male,18.335,0,no,northeast,11534.87265
57,18,male,31.68,2,yes,southeast,34303.1672
603,64,female,39.05,3,no,southeast,16085.1275
786,60,male,36.955,0,no,northeast,12741.16745
830,63,male,33.1,0,no,southwest,13393.756
119,37,female,23.37,2,no,northwest,6686.4313
656,26,female,42.4,1,no,southwest,3410.324
1077,21,male,26.03,0,no,northeast,2102.2647
669,40,female,29.81,1,no,southeast,6500.2359
105,20,male,28.025,1,yes,northwest,17560.37975
635,64,male,38.19,0,no,northeast,14410.9321
369,18,male,30.4,3,no,northeast,3481.868
268,45,male,30.2,1,no,southwest,7441.053
655,52,female,25.3,2,yes,southeast,24667.419
819,33,female,35.53,0,yes,northwest,55135.40209
935,59,female,27.5,0,no,southwest,12233.828
822,18,female,31.13,0,no,southeast,1621.8827
866,18,male,37.29,0,no,southeast,1141.4451
46,18,female,38.665,2,no,northeast,3393.35635
349,19,male,27.835,0,no,northwest,1635.73365
1156,19,male,44.88,0,yes,southeast,39722.7462
991,38,female,27.835,2,no,northeast,7144.86265
876,49,female,27.1,1,no,southwest,26140.3603
773,19,female,28.88,0,yes,northwest,17748.5062
195,19,male,30.59,0,no,northwest,1639.5631
102,18,female,30.115,0,no,northeast,21344.8467
4,32,male,28.88,0,no,northwest,3866.8552
619,55,female,37.1,0,no,southwest,10713.644
1003,48,male,29.6,0,no,southwest,21232.18226
571,18,female,37.29,1,no,southeast,2219.4451
52,48,male,28.0,1,yes,southwest,23568.272
263,19,male,36.955,0,yes,northwest,36219.40545
1061,57,male,27.94,1,no,southeast,11554.2236
1222,50,male,25.3,0,no,southeast,8442.667
443,59,female,36.52,1,no,southeast,28287.89766
1002,24,male,25.8,0,no,southwest,1972.95
1116,41,male,29.64,5,no,northeast,9222.4026
782,51,male,35.97,1,no,southeast,9386.1613
837,56,female,28.31,0,no,northeast,11657.7189
1195,19,female,27.93,3,no,northwest,18838.70366
691,47,male,36.2,1,no,southwest,8068.185
304,57,female,38.0,2,no,southwest,12646.207
341,62,male,30.02,0,no,northwest,13352.0998
1053,47,male,29.8,3,yes,southwest,25309.489
313,49,male,35.86,0,no,southeast,8124.4084
149,19,male,28.4,1,no,southwest,1842.519
124,47,female,33.915,3,no,northwest,10115.00885
1189,23,female,28.0,0,no,southwest,13126.67745
574,57,female,34.295,2,no,northeast,13224.05705
50,18,female,35.625,0,no,northeast,2211.13075
1050,44,female,36.955,1,no,northwest,8023.13545
726,41,male,28.405,1,no,northwest,6664.68595
833,58,male,34.39,0,no,northwest,11743.9341
470,27,male,32.67,0,no,southeast,2497.0383
971,34,female,23.56,0,no,northeast,4992.3764
653,45,female,36.3,2,no,southeast,8527.532
399,18,female,38.17,0,no,southeast,1631.6683
511,27,male,33.66,0,no,southeast,2498.4144
320,34,male,25.27,1,no,northwest,4894.7533
19,30,male,35.3,0,yes,southwest,36837.467
684,33,female,18.5,1,no,southwest,4766.022
35,19,male,20.425,0,no,northwest,1625.43375
902,26,male,27.265,3,no,northeast,4661.28635
827,36,male,28.025,1,yes,northeast,20773.62775
1199,31,female,25.8,2,no,southwest,4934.705
407,47,female,23.6,1,no,southwest,8539.671
920,62,female,25.0,0,no,southwest,13451.122
537,46,female,30.2,2,no,southwest,8825.086
758,30,male,37.43,3,no,northeast,5428.7277
245,54,male,30.02,0,no,northwest,24476.47851
784,31,female,29.26,1,no,southeast,4350.5144
489,53,male,31.16,1,no,northwest,10461.9794
154,40,female,25.46,1,no,northeast,7077.1894
961,29,female,25.9,0,no,southwest,3353.284
853,53,female,23.75,2,no,northeast,11729.6795
625,29,female,26.03,0,no,northwest,3736.4647
685,53,male,26.41,2,no,northeast,11244.3769
569,48,male,40.565,2,yes,northwest,45702.02235
1276,22,female,30.4,0,no,northeast,2741.948
17,23,male,23.845,0,no,northeast,2395.17155
127,52,female,37.4,0,no,southwest,9634.538
927,57,female,20.1,1,no,southwest,12032.326
980,54,male,25.46,1,no,northeast,25517.11363
1313,19,female,34.7,2,yes,southwest,36397.576
190,61,male,31.57,0,no,southeast,12557.6053
992,50,female,31.6,2,no,southwest,10118.424
1307,32,male,28.12,4,yes,northwest,21472.4788
606,27,female,25.175,0,no,northeast,3558.62025
180,58,male,28.595,0,no,northwest,11735.87905
301,53,female,22.61,3,yes,northeast,24873.3849
496,31,female,23.6,2,no,southwest,4931.647
1157,23,female,23.18,2,no,northwest,14426.07385
1326,42,female,32.87,0,no,northeast,7050.0213
1110,54,female,32.3,1,no,northeast,11512.405
517,45,male,30.495,2,no,northwest,8413.46305
1069,54,female,31.9,1,no,southeast,10928.849
476,24,male,28.5,0,yes,northeast,35147.52848
157,18,male,25.175,0,yes,northeast,15518.18025
16,52,female,30.78,1,no,northeast,10797.3362
1072,21,male,31.255,0,no,northwest,1909.52745
546,28,male,35.435,0,no,northeast,3268.84665
658,48,female,35.91,1,no,northeast,26392.26029
1100,33,female,19.095,2,yes,northeast,16776.30405
1019,21,female,32.68,2,no,northwest,26018.95052
1124,23,female,42.75,1,yes,northeast,40904.1995
959,48,male,36.67,1,no,northwest,28468.91901
1261,28,male,37.1,1,no,southwest,3277.161
283,55,female,32.395,1,no,northeast,11879.10405
797,30,female,22.895,1,no,northeast,4719.52405
225,55,male,33.88,3,no,southeast,11987.1682
26,63,female,23.085,0,no,northeast,14451.83515
437,35,male,28.9,3,no,southwest,5926.846
1301,62,male,30.875,3,yes,northwest,46718.16325
229,47,male,25.46,2,no,northeast,9225.2564
37,26,male,20.8,0,no,southwest,2302.3
749,28,male,30.875,0,no,northwest,3062.50825
1045,43,female,24.7,2,yes,northwest,21880.82
469,18,female,24.09,1,no,southeast,2201.0971
1145,52,male,32.775,3,no,northwest,11289.10925
1315,18,male,28.31,1,no,northeast,11272.33139
687,40,male,41.69,0,no,southeast,5438.7491
1231,20,female,21.8,0,yes,southwest,20167.33603
639,56,male,33.66,4,no,southeast,12949.1554
1160,43,female,34.58,1,no,northwest,7727.2532
1120,23,female,31.4,0,yes,southwest,34166.273
1217,29,male,37.29,2,no,southeast,4058.1161
800,42,female,26.18,1,no,southeast,7046.7222
160,42,female,26.6,0,yes,northwest,21348.706
956,54,male,30.8,1,yes,southeast,41999.52
821,26,male,17.67,0,no,northwest,2680.9493
1138,33,male,30.25,0,no,southeast,3704.3545
877,33,male,33.44,5,no,southeast,6653.7886
913,44,female,27.5,1,no,southwest,7626.993
152,32,female,37.145,3,no,northeast,6334.34355
1226,38,male,16.815,2,no,northeast,6640.54485
509,57,female,28.7,0,no,southwest,11455.28
1125,63,female,25.08,0,no,northwest,14254.6082
103,61,female,29.92,3,yes,southeast,30942.1918
586,21,male,20.235,3,no,northeast,3861.20965
1187,62,female,32.68,0,no,northwest,13844.7972
53,36,male,34.43,0,yes,southeast,37742.5757
151,48,male,29.7,0,no,southeast,7789.635
403,49,male,32.3,3,no,northwest,10269.46
207,35,male,27.74,2,yes,northeast,20984.0936
1300,45,male,30.36,0,yes,southeast,62592.87309
8,37,male,29.83,2,no,northeast,6406.4107
1014,38,female,27.6,0,no,southwest,5383.536
1060,24,male,32.01,0,no,southeast,1981.5819
452,24,male,23.4,0,no,southwest,1969.614
253,27,male,30.3,3,no,southwest,4260.744
896,43,female,20.045,2,yes,northeast,19798.05455
1172,56,female,41.91,0,no,southeast,11093.6229
880,22,male,34.8,3,no,southwest,3443.064
1265,64,male,23.76,0,yes,southeast,26926.5144
623,18,male,33.535,0,yes,northeast,34617.84065
345,34,female,29.26,3,no,southeast,6184.2994
1248,18,female,39.82,0,no,southeast,1633.9618
262,52,male,24.32,3,yes,northeast,24869.8368
150,35,male,24.13,1,no,northwest,5125.2157
472,19,female,29.8,0,no,southwest,1744.465
640,33,male,42.4,5,no,southwest,6666.243
1325,61,male,33.535,0,no,northeast,13143.33665
1262,41,female,28.05,1,no,southeast,6770.1925
550,63,male,30.8,0,no,southwest,13390.559
928,62,female,39.16,0,no,southeast,13470.8044
488,44,female,38.06,0,yes,southeast,48885.13561
1210,36,male,30.875,1,no,northwest,5373.36425
146,46,male,30.495,3,yes,northwest,40720.55105
402,64,female,32.965,0,no,northwest,14692.66935
954,34,male,27.835,1,yes,northwest,20009.63365
1257,54,female,27.645,1,no,northwest,11305.93455
659,57,female,28.785,4,no,northeast,14394.39815
463,56,male,25.935,0,no,northeast,11165.41765
186,26,female,29.92,2,no,southeast,3981.9768
1147,20,female,31.92,0,no,northwest,2261.5688
608,28,male,26.98,2,no,northeast,4435.0942
143,29,male,29.735,2,no,northwest,18157.876
751,21,male,28.975,0,no,northwest,1906.35825
981,34,male,21.375,0,no,northeast,4500.33925
197,45,female,28.6,2,no,southeast,8516.829
883,51,female,37.05,3,yes,northeast,46255.1125
279,51,female,21.56,1,no,southeast,9855.1314
293,22,female,28.82,0,no,southeast,2156.7518
1218,46,female,34.6,1,yes,southwest,41661.602
400,51,female,20.6,0,no,southwest,9264.797
122,20,female,28.975,0,no,northwest,2257.47525
202,60,female,24.035,0,no,northwest,13012.20865
835,42,male,35.97,2,no,southeast,7160.3303
246,60,female,38.06,0,no,southeast,12648.7034
1272,43,male,25.52,5,no,southeast,14478.33015
1260,32,female,20.52,0,no,northeast,4544.2348
1153,35,female,35.815,1,no,northwest,5630.45785
384,44,male,22.135,2,no,northeast,8302.53565
854,49,female,23.845,3,yes,northeast,24106.91255
219,24,female,23.21,0,no,southeast,25081.76784
641,42,male,28.31,3,yes,northwest,32787.45859
1,18,male,33.77,1,no,southeast,1725.5523
112,37,male,30.8,0,no,southwest,4646.759
698,56,male,33.725,0,no,northwest,10976.24575
1279,25,female,26.79,2,no,northwest,4189.1131
951,51,male,42.9,2,yes,southeast,47462.894
1252,20,male,27.3,0,yes,southwest,16232.847
1208,37,female,25.555,1,yes,northeast,20296.86345
441,33,female,33.5,0,yes,southwest,37079.372
1136,44,female,25.0,1,no,southwest,7623.518
663,18,male,33.66,0,no,southeast,1136.3994
1225,33,female,39.82,1,no,southeast,4795.6568
317,54,male,32.775,0,no,northeast,10435.06525
648,18,male,28.5,0,no,northeast,1712.227
709,36,female,27.74,0,no,northeast,5469.0066
972,22,female,20.235,0,no,northwest,2527.81865
627,33,male,42.46,1,no,southeast,11326.71487
632,29,female,35.53,0,no,southeast,3366.6697
1305,24,female,27.72,0,no,southeast,2464.6188
1236,63,female,21.66,0,no,northeast,14449.8544
795,27,male,28.5,0,yes,northwest,18310.742
645,48,male,30.78,3,no,northeast,10141.1362
1012,61,female,33.33,4,no,southeast,36580.28216
556,46,male,33.44,1,no,northeast,8334.5896
681,19,male,20.3,0,no,southwest,1242.26
577,31,female,38.095,1,yes,northeast,58571.07448
1109,45,male,20.35,3,no,southeast,8605.3615
1183,48,female,27.36,1,no,northeast,9447.3824
524,42,male,26.07,1,yes,southeast,38245.59327
1059,32,male,33.82,1,no,northwest,4462.7218
540,34,female,38.0,3,no,southwest,6196.448
1194,31,female,21.755,0,no,northwest,4134.08245
748,47,female,36.0,1,no,southwest,8556.907
1239,25,female,42.13,1,no,southeast,3238.4357
484,48,male,34.3,3,no,southwest,9563.029
95,28,female,37.62,1,no,southeast,3766.8838
1020,51,male,37.0,0,no,southwest,8798.593
563,50,male,44.77,1,no,southeast,9058.7303
742,53,male,34.105,0,yes,northeast,43254.41795
863,36,female,19.855,0,no,northeast,5458.04645
891,36,female,29.04,4,no,southeast,7243.8136
1038,22,male,28.88,0,no,northeast,2250.8352
206,59,male,26.4,0,no,southeast,11743.299
392,48,male,31.445,1,no,northeast,8964.06055
794,39,female,31.92,2,no,northwest,7209.4918
870,50,male,36.2,0,no,southwest,8457.818
397,21,male,31.02,0,no,southeast,16586.49771
766,47,male,32.3,1,no,southwest,8062.764
1229,58,male,30.305,0,no,northeast,11938.25595
1028,54,male,31.6,0,no,southwest,9850.432
642,61,male,33.915,0,no,northeast,13143.86485
612,18,female,33.155,0,no,northeast,2207.69745
960,19,female,39.615,1,no,northwest,2730.10785
725,30,female,39.05,3,yes,southeast,40932.4295
683,53,male,24.32,0,no,northwest,9863.4718
98,56,male,19.95,0,yes,northeast,22412.6485
804,23,male,26.51,0,no,southeast,1815.8759
406,33,female,24.31,0,no,southeast,4185.0979
502,51,male,23.21,1,yes,southeast,22218.1149
1071,63,male,31.445,0,no,northeast,13974.45555
1056,48,female,28.9,0,no,southwest,8277.523
929,41,male,34.21,1,no,southeast,6289.7549
779,53,male,28.88,0,no,northwest,9869.8102
200,19,female,32.11,0,no,northwest,2130.6759
134,20,female,28.785,0,no,northeast,2457.21115
1051,64,male,26.41,0,no,northeast,14394.5579
40,24,female,26.6,0,no,northeast,3046.062
1017,26,female,34.2,2,no,southwest,3987.926
230,42,female,36.195,1,no,northwest,7443.64305
378,64,female,30.115,3,no,northwest,16455.70785
288,59,female,36.765,1,yes,northeast,47896.79135
418,64,male,39.16,1,no,southeast,14418.2804
391,19,female,37.43,0,no,northwest,2138.0707
592,20,male,31.13,2,no,southeast,2566.4707
1162,30,male,38.83,1,no,southeast,18963.17192
1086,55,male,28.975,0,no,northeast,10796.35025
647,40,female,23.37,3,no,northeast,8252.2843
1152,43,female,32.56,3,yes,southeast,40941.2854
520,50,female,27.36,0,no,northeast,25656.57526
64,20,female,22.42,0,yes,northwest,14711.7438
14,27,male,42.13,0,yes,southeast,39611.7577
1180,42,female,41.325,1,no,northeast,7650.77375
1064,29,female,25.6,4,no,southwest,5708.867
492,18,female,25.08,0,no,northeast,2196.4732
379,62,male,31.46,1,no,southeast,27000.98473
187,30,female,30.9,3,no,southwest,5325.651
763,27,male,26.03,0,no,northeast,3070.8087
216,53,female,26.6,0,no,northwest,10355.641
791,19,male,27.6,0,no,southwest,1252.407
1076,47,female,32.0,1,no,southwest,8551.347
878,41,male,28.8,1,no,southwest,6282.235
337,62,male,27.55,1,no,northwest,13937.6665
719,58,female,33.44,0,no,northwest,12231.6136
295,18,male,22.99,0,no,northeast,1704.5681
1016,19,female,24.605,1,no,northwest,2709.24395
455,59,male,37.4,0,no,southwest,21797.0004
815,20,female,31.46,0,no,southeast,1877.9294
269,49,male,25.84,1,no,northeast,9282.4806
995,39,female,23.275,3,no,northeast,7986.47525
201,48,female,32.23,1,no,southeast,8871.1517
161,18,female,36.85,0,yes,southeast,36149.4835
729,41,female,36.08,1,no,southeast,6781.3542
401,47,male,47.52,1,no,southeast,8083.9198
702,53,male,41.47,0,no,southeast,9504.3103
1129,19,female,18.6,0,no,southwest,1728.897
565,19,female,30.495,0,no,northwest,2128.43105
1021,22,female,31.02,3,yes,southeast,35595.5898
1025,21,female,34.6,0,no,southwest,2020.177
1104,37,male,29.8,0,no,southwest,20420.60465
205,28,female,28.88,1,no,northeast,4337.7352
34,28,male,36.4,1,yes,southwest,51194.55914
775,51,male,33.33,3,no,southeast,10560.4917
508,24,female,25.27,0,no,northeast,3044.2133
1318,35,male,39.71,4,no,northeast,19496.71917
91,53,female,24.795,1,no,northwest,10942.13205
897,19,male,25.555,1,no,northwest,2221.56445
564,18,female,32.12,2,no,southeast,2801.2588
776,40,male,32.3,2,no,northwest,6986.697
241,33,female,22.135,1,no,northeast,5354.07465
13,56,female,39.82,0,no,southeast,11090.7178
315,52,male,33.25,0,no,northeast,9722.7695
600,18,female,39.16,0,no,southeast,1633.0444
387,50,male,25.365,2,no,northwest,30284.64294
166,20,female,37.0,5,no,southwest,4830.63
840,21,male,31.1,0,no,southwest,1526.312
20,60,female,36.005,0,no,northeast,13228.84695
646,39,male,26.22,1,no,northwest,6123.5688
1154,48,female,27.93,4,no,northwest,11015.1747
831,36,female,25.84,0,no,northwest,5266.3656
1267,24,male,31.065,0,yes,northeast,34254.05335
562,27,male,30.5,0,no,southwest,2494.022
1304,42,male,24.605,2,yes,northeast,21259.37795
686,42,male,26.125,2,no,northeast,7729.64575
957,24,male,26.79,1,no,northwest,12609.88702
189,29,female,32.11,2,no,northwest,4922.9159
975,29,male,22.895,0,yes,northeast,16138.76205
699,23,female,39.27,2,no,southeast,3500.6123
510,56,male,32.11,1,no,northeast,11763.0009
1082,38,male,19.95,1,no,northwest,5855.9025
474,54,male,25.1,3,yes,southwest,25382.297
856,48,female,33.11,0,yes,southeast,40974.1649
747,19,male,21.755,0,no,northwest,1627.28245
252,54,male,34.21,2,yes,southeast,44260.7499
21,30,female,32.4,1,no,southwest,4149.736
459,40,female,33.0,3,no,southeast,7682.67
1184,23,female,28.49,1,yes,southeast,18328.2381
276,19,male,20.615,2,no,northwest,2803.69785
955,31,male,39.49,1,no,southeast,3875.7341
1215,18,male,39.14,0,no,northeast,12890.05765
385,19,male,34.4,0,no,southwest,1261.859
805,45,female,35.815,0,no,northwest,7731.85785
343,63,male,36.765,0,no,northeast,13981.85035
769,38,female,19.475,2,no,northwest,6933.24225
130,59,female,26.505,0,no,northeast,12815.44495
871,26,female,29.48,1,no,southeast,3392.3652
1123,27,female,32.395,1,no,northeast,18903.49141
87,56,female,27.2,0,no,southwest,11073.176
330,61,female,36.385,1,yes,northeast,48517.56315
1238,37,male,22.705,3,no,northeast,6985.50695
466,60,female,28.7,1,no,southwest,13224.693
121,18,male,23.75,0,no,northeast,1705.6245
1044,55,male,35.245,1,no,northeast,11394.06555
1095,18,female,31.35,4,no,northeast,4561.1885
1130,39,female,23.87,5,no,southeast,8582.3023
1294,58,male,25.175,0,no,northeast,11931.12525
860,37,female,47.6,2,yes,southwest,46113.511
1126,55,male,29.9,0,no,southwest,10214.636
679,49,female,23.18,2,no,northwest,10156.7832