Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,100 | 2020-06-21 18:27:21 | 4,464,457,352,619 | fraud_Eichmann-Kilback | home | 38.66 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | b6823cb834e31a13cd796499c2ed8625 | 1,371,839,241 | 29.526561 | -84.079233 | 0 |
1,101 | 2020-06-21 18:27:43 | 3,531,129,874,770,000 | fraud_Schulist Ltd | food_dining | 74.91 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 411da510f14d9428596d49ed600d51d4 | 1,371,839,263 | 44.775528 | -74.082058 | 0 |
1,102 | 2020-06-21 18:27:48 | 4,390,966,588,600,993,000 | fraud_Fritsch and Sons | health_fitness | 17.07 | Kyle | Simmons | M | 8149 Harris Divide | Oklahoma City | OK | 73,134 | 35.6174 | -97.5583 | 640,470 | Advertising copywriter | 1966-06-24 | 6935ab43d52981968a81f8c82a65c807 | 1,371,839,268 | 35.171662 | -97.990076 | 0 |
1,103 | 2020-06-21 18:27:52 | 630,441,765,090 | fraud_Ernser-Feest | home | 248.79 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 2130d66a503759e1f5b1b421c5407ede | 1,371,839,272 | 31.503567 | -98.852299 | 0 |
1,104 | 2020-06-21 18:27:57 | 345,389,171,551,808 | fraud_Eichmann-Kilback | home | 32.52 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 670e3ea39c887bd9702bea00839ea94e | 1,371,839,277 | 34.636571 | -90.302598 | 0 |
1,105 | 2020-06-21 18:28:06 | 4,810,789,809,665,943,000 | fraud_Schoen Ltd | kids_pets | 21.07 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 16c0cd0c410c4d43a49320e86d053e4e | 1,371,839,286 | 39.426351 | -83.513614 | 0 |
1,106 | 2020-06-21 18:28:20 | 30,273,037,698,427 | fraud_Feil-Morar | health_fitness | 64.29 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 027bff6ecc2811c7706935afb2d35046 | 1,371,839,300 | 35.986872 | -90.932518 | 0 |
1,107 | 2020-06-21 18:28:44 | 4,501,449,508,569,485 | fraud_Mosciski Group | travel | 556.5 | Paul | Wade | M | 2306 Clark Ranch Suite 515 | Ferney | SD | 57,439 | 45.329 | -98.0837 | 52 | Bookseller | 1990-05-22 | f89a2db11f2df3d6c1fcd1ad622b7057 | 1,371,839,324 | 45.351778 | -98.096311 | 0 |
1,108 | 2020-06-21 18:29:16 | 4,859,525,594,182,537 | fraud_Schroeder Group | health_fitness | 6.69 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | ef13b32c3094144715176a3e3e772c58 | 1,371,839,356 | 42.661607 | -74.175081 | 0 |
1,109 | 2020-06-21 18:29:17 | 3,540,075,240,003,197 | fraud_Kuhic LLC | shopping_net | 3.66 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | 88ddc6672baa4979ad08a0f6cf0a702b | 1,371,839,357 | 44.76751 | -93.993587 | 0 |
1,110 | 2020-06-21 18:29:27 | 38,295,635,583,927 | fraud_Hintz, Bauch and Smith | health_fitness | 90.51 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | 849ce39c2bd76e832d774214ec1a3de8 | 1,371,839,367 | 33.104646 | -100.538372 | 0 |
1,111 | 2020-06-21 18:29:47 | 3,576,431,665,303,017 | fraud_Kozey-Boehm | shopping_net | 4.81 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 4450330f7aa908312ab3fd43cc7deee3 | 1,371,839,387 | 32.973101 | -111.784806 | 0 |
1,112 | 2020-06-21 18:29:47 | 3,526,826,139,003,047 | fraud_Eichmann-Kilback | home | 9.16 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | ef6d1dbf7d6e3ff0f4ca5fa1d6d37893 | 1,371,839,387 | 43.708681 | -85.826634 | 0 |
1,113 | 2020-06-21 18:31:23 | 213,195,754,007,681 | fraud_Kirlin and Sons | personal_care | 65.38 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 7bb4b3160b96081e03d7025ef2b27038 | 1,371,839,483 | 41.80718 | -92.667881 | 0 |
1,114 | 2020-06-21 18:31:48 | 6,511,349,151,405,438 | fraud_Howe PLC | entertainment | 24.25 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | aed926fd6df6e28af1c053df782b8861 | 1,371,839,508 | 40.146649 | -114.777506 | 0 |
1,115 | 2020-06-21 18:31:56 | 213,141,712,584,544 | fraud_Predovic Inc | shopping_net | 80.26 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 3c6beda1859bd8b6cd542672a44cbe9c | 1,371,839,516 | 31.159059 | -90.355781 | 0 |
1,116 | 2020-06-21 18:32:04 | 6,534,628,260,579,800 | fraud_Boehm, Block and Jakubowski | misc_pos | 2.14 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | b14dc0ffdf1b9e2037267e853a27f74e | 1,371,839,524 | 44.010259 | -73.959523 | 0 |
1,117 | 2020-06-21 18:32:29 | 3,533,742,182,628,021 | fraud_Kris-Padberg | shopping_pos | 2.44 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | 4f18f264adb9d4846a50c1fda840295f | 1,371,839,549 | 33.609624 | -79.445212 | 0 |
1,118 | 2020-06-21 18:32:30 | 6,011,975,266,774,121 | fraud_Fahey Inc | kids_pets | 248.18 | Haley | Wagner | F | 05561 Farrell Crescent | Annapolis | MD | 21,405 | 39.0305 | -76.5515 | 92,106 | Accountant, chartered certified | 1943-05-28 | b8b6d4e5855e1ad310046b5c36642bee | 1,371,839,550 | 38.758337 | -75.578318 | 0 |
1,119 | 2020-06-21 18:32:31 | 4,302,480,582,202,074 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 1.47 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | e2430bf8a0cf01d702aaed1b3e4ce11a | 1,371,839,551 | 43.256661 | -86.060519 | 0 |
1,120 | 2020-06-21 18:33:05 | 4,900,628,639,996 | fraud_Jacobi and Sons | shopping_pos | 8.03 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | c8e127ae382e95f6da004bc4092985ab | 1,371,839,585 | 33.037466 | -118.327435 | 0 |
1,121 | 2020-06-21 18:33:24 | 3,573,386,445,588,324 | fraud_Volkman PLC | food_dining | 5.88 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 76ff940529235aa0d2671f1155474291 | 1,371,839,604 | 44.745412 | -99.508123 | 0 |
1,122 | 2020-06-21 18:33:47 | 4,378,993,458,389,626 | fraud_Kuphal-Toy | food_dining | 9.86 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | dbee65b37a14e045b478a0571ca8d100 | 1,371,839,627 | 43.894148 | -71.229775 | 0 |
1,123 | 2020-06-21 18:35:11 | 30,561,214,688,470 | fraud_Kuhn Group | food_dining | 128.67 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 2517011a887df405e90ea92d1490125e | 1,371,839,711 | 40.712351 | -74.571007 | 0 |
1,124 | 2020-06-21 18:35:20 | 345,933,964,507,467 | fraud_Waters-Cruickshank | health_fitness | 64.89 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 86c008ece0e538e0fbd54bba60e03c4c | 1,371,839,720 | 37.607141 | -75.082446 | 0 |
1,125 | 2020-06-21 18:36:54 | 503,874,407,318 | fraud_Kilback LLC | food_dining | 5.96 | Andrew | Mcgee | M | 4130 Tiffany Glen Apt. 562 | San Antonio | TX | 78,248 | 29.5894 | -98.5201 | 1,595,797 | Exhibition designer | 1975-12-28 | 998265569be14d302118bb14d75e41f0 | 1,371,839,814 | 28.756153 | -98.994418 | 0 |
1,126 | 2020-06-21 18:37:37 | 501,802,953,619 | fraud_Fritsch and Sons | health_fitness | 18.55 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 510f3115edf302752ff7735e308e6fc9 | 1,371,839,857 | 42.216375 | -123.556738 | 0 |
1,127 | 2020-06-21 18:38:01 | 60,495,593,109 | fraud_Champlin-Casper | home | 69.35 | Randall | Dillon | M | 4440 George Mills Suite 591 | Dallas | TX | 75,210 | 32.7699 | -96.743 | 1,263,321 | Television camera operator | 1942-11-24 | 6bb7c02b61b0806b6b409760dc30b667 | 1,371,839,881 | 32.994255 | -97.319032 | 0 |
1,128 | 2020-06-21 18:38:18 | 3,582,754,887,089,201 | fraud_Ledner, Hartmann and Feest | health_fitness | 78.75 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 25ee6137fcbfbd2101d4ebc9188a49cc | 1,371,839,898 | 33.639005 | -93.503936 | 0 |
1,129 | 2020-06-21 18:38:32 | 4,716,561,796,955,522 | fraud_Baumbach Ltd | personal_care | 5.29 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | b3027b84db557f9b4f318c121ac21d5b | 1,371,839,912 | 47.640113 | -112.219069 | 0 |
1,130 | 2020-06-21 18:39:40 | 503,848,303,379 | fraud_Nader-Maggio | personal_care | 4.96 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | 0335443ad26ab31436cac55153f9e7e6 | 1,371,839,980 | 26.683889 | -82.256238 | 0 |
1,131 | 2020-06-21 18:39:45 | 4,599,285,557,366,057 | fraud_Mueller, Gerhold and Mueller | health_fitness | 80.96 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 89f95783f1c3307f11b53ed8003d0bb2 | 1,371,839,985 | 37.576748 | -97.029747 | 0 |
1,132 | 2020-06-21 18:41:04 | 4,265,776,278,887,457 | fraud_Nienow PLC | entertainment | 15.99 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | a0cc61b9e04b992ef7692e7354a9d5f9 | 1,371,840,064 | 35.035634 | -91.982644 | 0 |
1,133 | 2020-06-21 18:41:29 | 180,036,456,789,979 | fraud_Zboncak LLC | food_dining | 195.65 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | e1578d68616e39226552e02e37f35a71 | 1,371,840,089 | 42.362245 | -90.431066 | 0 |
1,134 | 2020-06-21 18:42:05 | 4,681,601,008,538,160 | fraud_Waelchi Inc | kids_pets | 24.72 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | febbf912ed63ed99f38210754a8f4750 | 1,371,840,125 | 40.040557 | -80.868654 | 0 |
1,135 | 2020-06-21 18:42:38 | 180,042,946,491,150 | fraud_Deckow-Dare | food_dining | 8.53 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | cf6f38948796f5339969e37742210712 | 1,371,840,158 | 27.905766 | -81.870131 | 0 |
1,136 | 2020-06-21 18:42:48 | 4,457,732,997,086,323,700 | fraud_Zemlak, Tillman and Cremin | personal_care | 75.17 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | de3c43dadcd6fc233e9e7f2b908478c7 | 1,371,840,168 | 39.243836 | -121.49668 | 0 |
1,137 | 2020-06-21 18:42:52 | 213,157,767,990,030 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 5.11 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 2837df0589b5763b1d4e5a9f6a43fb1c | 1,371,840,172 | 41.129569 | -109.187511 | 0 |
1,138 | 2020-06-21 18:43:50 | 213,153,151,785,052 | fraud_Schroeder Group | health_fitness | 119.79 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 6c10dd063975722dd0016cdd13b208cf | 1,371,840,230 | 46.110267 | -88.794406 | 0 |
1,139 | 2020-06-21 18:44:12 | 180,018,375,329,178 | fraud_Denesik, Powlowski and Pouros | home | 11.5 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 7300d3f8b8c837c97dabcc4903b9249b | 1,371,840,252 | 43.335735 | -83.49226 | 0 |
1,140 | 2020-06-21 18:44:36 | 343,668,971,234,893 | fraud_Moore, Williamson and Emmerich | home | 50.74 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | 0a8ea0b669b8e938c83b6e8b19fe3834 | 1,371,840,276 | 34.025133 | -80.66089 | 0 |
1,141 | 2020-06-21 18:45:11 | 6,011,581,063,717,667 | fraud_Volkman PLC | food_dining | 13.79 | Jerry | Perkins | M | 3867 Susan Corners Apt. 883 | Brashear | MO | 63,533 | 40.1959 | -92.4333 | 805 | Private music teacher | 1970-06-27 | 2fc7ad22a6bea4081eece2b55290c3d6 | 1,371,840,311 | 39.53623 | -92.956362 | 0 |
1,142 | 2020-06-21 18:45:14 | 4,935,858,973,307,492 | fraud_Schuppe LLC | entertainment | 83.26 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 804bd3c43b096378796b8a81aeca59e9 | 1,371,840,314 | 33.564473 | -83.394309 | 0 |
1,143 | 2020-06-21 18:45:19 | 4,003,989,662,068,504 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 440.68 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 860bb0966fb2704a867fd8ca4c1d955b | 1,371,840,319 | 33.384404 | -87.623944 | 0 |
1,144 | 2020-06-21 18:45:23 | 180,014,262,259,255 | fraud_Hills, Hegmann and Schaefer | health_fitness | 44.95 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | 68c1d28b2f19d9155340c279cc1e54a7 | 1,371,840,323 | 32.532809 | -85.55957 | 0 |
1,145 | 2020-06-21 18:45:46 | 370,348,764,075,623 | fraud_Rolfson-Kunde | personal_care | 102.96 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | c2efb6157aa5c8153d6d0671190bd33e | 1,371,840,346 | 30.90264 | -89.77714 | 0 |
1,146 | 2020-06-21 18:46:05 | 4,661,996,144,291,812,000 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 46.2 | Linda | Park | F | 24607 Charles Mountains | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Operations geologist | 1963-08-04 | b5abb4c23d46bc91ef50539aa77032b9 | 1,371,840,365 | 41.488982 | -79.531816 | 0 |
1,147 | 2020-06-21 18:46:24 | 3,556,613,125,071,656 | fraud_Kling, Howe and Schneider | home | 88.16 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 8c1b5570c3432d72ef432727682647f1 | 1,371,840,384 | 29.054804 | -94.807727 | 0 |
1,148 | 2020-06-21 18:46:29 | 36,913,587,729,122 | fraud_Goldner-Lemke | entertainment | 41.18 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | d3a1398bb1e21cba1a93c87e21ad12d0 | 1,371,840,389 | 42.968312 | -117.188808 | 0 |
1,149 | 2020-06-21 18:46:42 | 4,474,324,669,797,121 | fraud_Beer-Jast | kids_pets | 23.77 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 49d907fce1026372280042e7a5ec71ff | 1,371,840,402 | 37.786214 | -118.180091 | 0 |
1,150 | 2020-06-21 18:47:17 | 4,092,452,671,396,169,700 | fraud_Nader-Maggio | personal_care | 7.07 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | c9d9fce01c5ad21097d632b9ab0c31fa | 1,371,840,437 | 33.782817 | -78.62849 | 0 |
1,151 | 2020-06-21 18:47:22 | 3,536,818,734,263,520 | fraud_Gislason Group | travel | 1.88 | Gerald | Frank | M | 95793 Andrea Ville Suite 533 | Des Moines | IA | 50,314 | 41.603 | -93.633 | 222,785 | Interior and spatial designer | 1981-08-10 | 569881aefd01ab7ec5eb16d9bf2f8c78 | 1,371,840,442 | 41.045061 | -94.632241 | 0 |
1,152 | 2020-06-21 18:49:19 | 3,500,969,075,198,072 | fraud_Cormier LLC | health_fitness | 1.47 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 751660bd42942f12259e4115ff19d251 | 1,371,840,559 | 47.099983 | -116.750366 | 0 |
1,153 | 2020-06-21 18:49:45 | 3,590,736,522,064,285 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 19.87 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | dce6f551014086390abd25b8218b12ef | 1,371,840,585 | 34.601927 | -92.510183 | 0 |
1,154 | 2020-06-21 18:49:47 | 3,575,789,281,659,026 | fraud_Boyer PLC | misc_pos | 4.24 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 4638818460ab2c0136ade1caceacbf38 | 1,371,840,587 | 39.749543 | -93.739284 | 0 |
1,155 | 2020-06-21 18:50:23 | 3,512,365,128,314,616 | fraud_Kutch-Ferry | home | 39.19 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 014fc2cec1436e3efe4721518248bca3 | 1,371,840,623 | 38.889933 | -91.28467 | 0 |
1,156 | 2020-06-21 18:50:26 | 3,567,879,740,649,740 | fraud_Hintz, Bauch and Smith | health_fitness | 21.65 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 5d336ea281b2a0164d1696bdbcc79cf3 | 1,371,840,626 | 43.566657 | -76.873312 | 0 |
1,157 | 2020-06-21 18:50:26 | 4,449,530,933,957,323 | fraud_Treutel-King | travel | 5.12 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 8d91c9a9e2d52329bd85697c09bdc0cf | 1,371,840,626 | 38.955834 | -122.108401 | 0 |
1,158 | 2020-06-21 18:50:35 | 4,855,853,415,727,305,000 | fraud_Schoen Ltd | kids_pets | 49.35 | Justin | Aguilar | M | 184 Miller Manors | Wittenberg | WI | 54,499 | 44.8232 | -89.1665 | 3,223 | Senior tax professional/tax inspector | 1954-06-30 | 5148d5893627034e33465e536be38176 | 1,371,840,635 | 45.34753 | -89.163401 | 0 |
1,159 | 2020-06-21 18:51:03 | 372,382,441,451,095 | fraud_Larson-Moen | entertainment | 3.49 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | b856e4969f55aab115a528af76bd5800 | 1,371,840,663 | 41.059256 | -73.245476 | 0 |
1,160 | 2020-06-21 18:52:06 | 6,011,366,578,560,244 | fraud_Kihn-Schuster | food_dining | 7.16 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | eb6038191abb36f3b766e1add5d40674 | 1,371,840,726 | 40.962203 | -78.338017 | 0 |
1,161 | 2020-06-21 18:52:07 | 4,457,732,997,086,323,700 | fraud_Hoppe, Harris and Bednar | entertainment | 65.07 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | de808fb3258ac95f86f19aa69c8c4e2b | 1,371,840,727 | 38.125198 | -120.26647 | 0 |
1,162 | 2020-06-21 18:52:17 | 213,163,860,545,705 | fraud_Reichel LLC | personal_care | 68.67 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | cb22f72641b54670c72e03def3cfdc52 | 1,371,840,737 | 32.214194 | -81.730239 | 0 |
1,163 | 2020-06-21 18:52:24 | 4,653,879,239,169,997 | fraud_Larkin Ltd | kids_pets | 34.98 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | ebab4e313bef887182159c51761954a4 | 1,371,840,744 | 36.741949 | -86.868603 | 0 |
1,164 | 2020-06-21 18:53:16 | 4,003,989,662,068,504 | fraud_Williamson LLC | misc_pos | 2.4 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 48997645a5987e377da6071b3b32d399 | 1,371,840,796 | 34.174744 | -86.020766 | 0 |
1,165 | 2020-06-21 18:53:31 | 6,593,250,708,747,804 | fraud_Kozey-Kuhlman | personal_care | 130.31 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | ec04a4524e906b15f8cf1ddc471be774 | 1,371,840,811 | 27.361022 | -80.270758 | 0 |
1,166 | 2020-06-21 18:53:46 | 36,485,887,555,770 | fraud_Dickinson Ltd | misc_pos | 163.09 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 2777d810500a485aa8f58a02f9ffc0e4 | 1,371,840,826 | 40.667587 | -83.099997 | 0 |
1,167 | 2020-06-21 18:53:50 | 3,591,919,803,438,423 | fraud_Runte-Mohr | food_dining | 71.22 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | 93a28bd13788a9b76736fda7352c030a | 1,371,840,830 | 28.678365 | -80.311383 | 0 |
1,168 | 2020-06-21 18:54:00 | 3,587,044,315,915,002 | fraud_Schoen-Quigley | kids_pets | 51.25 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 28f3f6fd19d0a83beb34667c33c49d16 | 1,371,840,840 | 35.222054 | -88.24129 | 0 |
1,169 | 2020-06-21 18:54:28 | 6,511,349,151,405,438 | fraud_Schimmel-Olson | kids_pets | 15.03 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | 164bf2cee9ef0fc04eeffdfe7849bd02 | 1,371,840,868 | 38.664563 | -114.817997 | 0 |
1,170 | 2020-06-21 18:55:03 | 30,234,966,027,947 | fraud_Schmeler Inc | misc_pos | 146.76 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 0940da2e91607ffb8961e562b014e494 | 1,371,840,903 | 44.103703 | -88.365659 | 0 |
1,171 | 2020-06-21 18:55:28 | 213,112,402,583,773 | fraud_Thiel PLC | misc_pos | 4.14 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | a10281838c2e9325916b58e66ca8f1e3 | 1,371,840,928 | 34.324645 | -81.309375 | 0 |
1,172 | 2020-06-21 18:55:39 | 4,653,178,848,915,023,000 | fraud_Torphy-Kertzmann | health_fitness | 5.3 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | 32c6727ae1458e87f2a40c7d7d96bc21 | 1,371,840,939 | 37.528552 | -82.277965 | 0 |
1,173 | 2020-06-21 18:56:16 | 6,595,970,453,799,027 | fraud_Schroeder Group | health_fitness | 174.47 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 1d24795d84c14f8b9189df2908f364fc | 1,371,840,976 | 41.419252 | -73.907534 | 0 |
1,174 | 2020-06-21 18:56:20 | 60,490,596,305 | fraud_Friesen Ltd | health_fitness | 147.92 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | 77d252de6eab6b0397ee1040626b282c | 1,371,840,980 | 35.808815 | -91.524718 | 0 |
1,175 | 2020-06-21 18:56:33 | 2,720,433,095,629,877 | fraud_Boehm, Predovic and Reinger | misc_pos | 8.45 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 6deb1bfad8f072929ebb5b2786c88948 | 1,371,840,993 | 43.830733 | -70.270472 | 0 |
1,176 | 2020-06-21 18:57:02 | 2,714,019,737,356,678 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 143.25 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | 0456433ca67345e07e4cd005a1f46b5d | 1,371,841,022 | 40.24528 | -79.556539 | 0 |
1,177 | 2020-06-21 18:57:08 | 4,383,521,454,815 | fraud_Pollich LLC | home | 51.19 | John | Robertson | M | 209 Austin Stream Apt. 231 | Indianapolis | IN | 46,290 | 39.9347 | -86.1633 | 910,148 | Academic librarian | 1987-09-22 | ab772f928b271bfb033ac8196eb8483a | 1,371,841,028 | 39.5237 | -86.775743 | 0 |
1,178 | 2020-06-21 18:57:12 | 4,446,368,897,795,790 | fraud_Stiedemann Ltd | food_dining | 55.78 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | a2734292133a152c226d945fce63a93d | 1,371,841,032 | 38.119504 | -76.467805 | 0 |
1,179 | 2020-06-21 18:57:17 | 6,011,626,928,491,360 | fraud_Becker, Harris and Harvey | personal_care | 87.44 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 5115c2eac16cd789298fabeb92f9549d | 1,371,841,037 | 36.064016 | -88.872336 | 0 |
1,180 | 2020-06-21 18:57:33 | 213,112,402,583,773 | fraud_Ruecker-Mayert | kids_pets | 3.99 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | 199250a0d5bfc1cbcc1ed0fa07c06224 | 1,371,841,053 | 34.550228 | -82.812661 | 0 |
1,181 | 2020-06-21 18:57:37 | 4,727,244,663,135,968 | fraud_Graham and Sons | health_fitness | 2.81 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 8f922d221fdfac55dd906220bb7667a8 | 1,371,841,057 | 30.281911 | -87.867837 | 0 |
1,182 | 2020-06-21 18:57:49 | 4,379,260,813,815,979,500 | fraud_Shanahan-Lehner | personal_care | 9.38 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 7bfe6421576ff774bfe36a8c38ab88f1 | 1,371,841,069 | 37.718627 | -123.16888 | 0 |
1,183 | 2020-06-21 18:58:10 | 6,540,981,358,631,302 | fraud_Wilkinson PLC | kids_pets | 41.74 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 2760437410311daee6eedc97bc6475ed | 1,371,841,090 | 42.840017 | -82.341334 | 0 |
1,184 | 2020-06-21 18:58:27 | 676,275,912,597 | fraud_Watsica LLC | personal_care | 70.37 | Edward | Hensley | M | 24318 Dixon Mills | Elk Rapids | MI | 49,629 | 44.8955 | -85.4082 | 2,223 | Chief Financial Officer | 1986-01-18 | 4679256a4dd6eb372bf498455fc830f3 | 1,371,841,107 | 44.706944 | -84.944875 | 0 |
1,185 | 2020-06-21 18:59:02 | 6,011,693,194,885,790 | fraud_Koss, Hansen and Lueilwitz | home | 107.29 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | d5e2eb5fedec5abe4d53460602ebcc69 | 1,371,841,142 | 44.817617 | -93.521294 | 0 |
1,186 | 2020-06-21 18:59:15 | 4,471,568,287,204 | fraud_Metz, Russel and Metz | kids_pets | 181.43 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | ac9229f50b6ce3a45b85f0021eb5bf43 | 1,371,841,155 | 35.682716 | -78.698062 | 0 |
1,187 | 2020-06-21 18:59:24 | 5,152,054,598,359,927 | fraud_Boehm, Predovic and Reinger | misc_pos | 19.22 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 87a865b8e3234be0865e8a9f01362270 | 1,371,841,164 | 29.601363 | -90.019172 | 0 |
1,188 | 2020-06-21 18:59:31 | 3,551,217,896,304,745 | fraud_Reichel LLC | personal_care | 9.32 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 5f6a1efec6e53e0f77e0707a0dac62de | 1,371,841,171 | 44.186113 | -74.355475 | 0 |
1,189 | 2020-06-21 18:59:49 | 2,254,917,871,818,484 | fraud_Cronin, Kshlerin and Weber | health_fitness | 48.07 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 4e1840eb76f48eb8bdb506ee2d67ccd5 | 1,371,841,189 | 37.991148 | -76.361973 | 0 |
1,190 | 2020-06-21 18:59:53 | 3,567,527,758,368,741 | fraud_Kozey-Kuhlman | personal_care | 7.25 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 66146f698fa7976a47fc6626ba39a217 | 1,371,841,193 | 31.874828 | -101.959481 | 0 |
1,191 | 2020-06-21 19:00:49 | 4,989,847,570,577,635,000 | fraud_Schaefer Ltd | kids_pets | 60.47 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | cc0137d949ec45171f53bd6aa319de0f | 1,371,841,249 | 35.051324 | -82.289692 | 0 |
1,192 | 2020-06-21 19:01:00 | 371,009,169,330,125 | fraud_Kutch-Wilderman | home | 157 | Randall | Burgess | M | 393 Carroll Route Suite 197 | Norman Park | GA | 31,771 | 31.2462 | -83.6549 | 5,666 | Rural practice surveyor | 2003-09-14 | 65976e2cdc1c97f8d741312790490c8b | 1,371,841,260 | 32.110208 | -83.008919 | 0 |
1,193 | 2020-06-21 19:01:06 | 3,576,511,691,045,060 | fraud_McCullough LLC | misc_pos | 17.02 | Leah | Garner | F | 147 Mckinney Run Apt. 743 | Ehrhardt | SC | 29,081 | 33.1044 | -81.0221 | 1,352 | Engineer, materials | 1992-10-08 | 1bfca1b6a6d8c65cdb22d8a74940277a | 1,371,841,266 | 33.89207 | -81.665803 | 0 |
1,194 | 2020-06-21 19:02:07 | 4,189,814,094,741 | fraud_Gleason-Macejkovic | shopping_net | 5.02 | Jason | Farmer | M | 33165 Larry Walks Suite 960 | Ragland | AL | 35,131 | 33.7367 | -86.1619 | 4,159 | Educational psychologist | 1998-02-03 | 6d779cc52c835278667b9d1df2fb7309 | 1,371,841,327 | 33.202238 | -85.36362 | 0 |
1,195 | 2020-06-21 19:02:26 | 377,550,167,323,848 | fraud_Schimmel-Olson | kids_pets | 66.27 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | 09592cd9e6384e87e60e04334eb5de85 | 1,371,841,346 | 43.56114 | -70.029342 | 0 |
1,196 | 2020-06-21 19:02:39 | 4,997,733,566,924,489 | fraud_Pollich LLC | home | 67.93 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | aaaadbbbe08648cb91c1ce879dde1260 | 1,371,841,359 | 44.383622 | -92.407762 | 0 |
1,197 | 2020-06-21 19:02:44 | 30,551,643,947,183 | fraud_Jakubowski Group | food_dining | 78.94 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 3a2dd7cbbb209e821ca4a19f8864acf2 | 1,371,841,364 | 35.828532 | -80.50142 | 0 |
1,198 | 2020-06-21 19:03:04 | 38,295,635,583,927 | fraud_Renner Ltd | home | 8.98 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | 1ba9c1e2e562f46653e9690166331c4c | 1,371,841,384 | 32.733287 | -99.179289 | 0 |
1,199 | 2020-06-21 19:03:09 | 36,721,445,180,895 | fraud_Windler, Goodwin and Kovacek | home | 22.92 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | 6f171b92c431a9c2653fde771f6b0981 | 1,371,841,389 | 42.601203 | -74.160427 | 0 |
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