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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,290,000 | 2020-06-18 18:58:10 | 5,388,659,976,630,693 | fraud_Brown-Greenholt | entertainment | 55.61 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 2500bfcb005964b36f85f5b87ac39ee4 | 1,371,581,890 | 42.899656 | -91.516412 | 0 |
1,290,001 | 2020-06-18 18:58:47 | 6,011,381,817,520,024 | fraud_Medhurst PLC | shopping_net | 3.77 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | 073529af255e08b7a333b480cbac9712 | 1,371,581,927 | 41.845168 | -104.423894 | 0 |
1,290,002 | 2020-06-18 19:00:05 | 2,706,977,570,537,524 | fraud_Denesik and Sons | shopping_pos | 125.91 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 1c7bbc5d7f6e96a174c474a19aa442db | 1,371,582,005 | 39.829537 | -83.081243 | 0 |
1,290,003 | 2020-06-18 19:00:46 | 4,560,004,149,983,868,400 | fraud_Hauck, Dietrich and Funk | kids_pets | 17.68 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 8ed5038bb88f5bae0ec4c42c97a771ac | 1,371,582,046 | 39.024592 | -103.689793 | 0 |
1,290,004 | 2020-06-18 19:01:12 | 6,595,970,453,799,027 | fraud_Hilpert-Conroy | kids_pets | 35.35 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 636d9e0ed375183062ed7cb969a1215c | 1,371,582,072 | 41.472271 | -75.330994 | 0 |
1,290,005 | 2020-06-18 19:01:19 | 2,248,348,993,063,230 | fraud_Lang, Towne and Schuppe | kids_pets | 106.71 | Jennifer | Scott | F | 376 John Fork Suite 848 | Randolph | OH | 44,265 | 41.0109 | -81.2977 | 51 | Mechanical engineer | 1960-08-05 | bc14915fe1fa54136d13b435e1ae5398 | 1,371,582,079 | 41.315085 | -80.726743 | 0 |
1,290,006 | 2020-06-18 19:01:20 | 4,292,743,669,224,718,000 | fraud_Schumm, McLaughlin and Carter | food_dining | 5.87 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | bd07bdf17512179a23abe4861df259c3 | 1,371,582,080 | 38.419629 | -75.772331 | 0 |
1,290,007 | 2020-06-18 19:01:51 | 3,519,607,465,576,254 | fraud_Berge, Kautzer and Harris | personal_care | 117.13 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 346427fac472903cdf74c10b85c40aae | 1,371,582,111 | 41.294364 | -123.856212 | 0 |
1,290,008 | 2020-06-18 19:02:18 | 3,598,014,571,045,296 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 139.9 | Lisa | Clark | F | 07943 Davis River | Grimesland | NC | 27,837 | 35.558 | -77.2566 | 5,903 | Manufacturing systems engineer | 1993-10-07 | 59bd210fdd1e57f03d0d7104e546a313 | 1,371,582,138 | 34.971375 | -77.504657 | 0 |
1,290,009 | 2020-06-18 19:03:18 | 4,710,826,438,164,848,000 | fraud_Schneider, Hayes and Nikolaus | food_dining | 1.01 | Juan | Henry | M | 9795 Lori Island Suite 346 | Turner | MT | 59,542 | 48.8328 | -108.3961 | 192 | Further education lecturer | 1964-01-04 | 2ddce31aead13e2874359bacc296b602 | 1,371,582,198 | 49.822748 | -107.810535 | 0 |
1,290,010 | 2020-06-18 19:03:33 | 346,243,940,647,414 | fraud_Haley Group | misc_pos | 9.74 | Sean | Miller | M | 6340 Jeffrey Dale | Thornville | OH | 43,076 | 39.8974 | -82.4071 | 9,051 | Audiological scientist | 1983-01-08 | 39244f71858335daf7e9daec63c50d78 | 1,371,582,213 | 39.944578 | -82.385279 | 0 |
1,290,011 | 2020-06-18 19:04:14 | 371,009,169,330,125 | fraud_Bernhard-Lesch | food_dining | 5.01 | 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 | 564b2f9d90098707116e32cfcad42cd5 | 1,371,582,254 | 30.630347 | -83.000878 | 0 |
1,290,012 | 2020-06-18 19:04:22 | 38,057,513,087,029 | fraud_Medhurst, Cartwright and Ebert | personal_care | 3.82 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | cecf5916bbec1ac73e21d5afc8fad6c5 | 1,371,582,262 | 37.306861 | -121.026675 | 0 |
1,290,013 | 2020-06-18 19:04:23 | 3,565,196,229,855,512 | fraud_Cronin, Kshlerin and Weber | health_fitness | 144.39 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | aa48c8d107d4d31155baae9550870f82 | 1,371,582,263 | 39.597474 | -92.175632 | 0 |
1,290,014 | 2020-06-18 19:04:34 | 4,997,733,566,924,489 | fraud_Effertz LLC | entertainment | 51.17 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 895631a3fc78bcc3445aabaf3f4c4d18 | 1,371,582,274 | 44.350184 | -93.867166 | 0 |
1,290,015 | 2020-06-18 19:05:03 | 4,996,263,498,048,679 | fraud_Macejkovic-Lesch | shopping_pos | 9.77 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | e5b9eea5728cb6cdd16f03a00486d4bf | 1,371,582,303 | 41.220055 | -124.439043 | 0 |
1,290,016 | 2020-06-18 19:05:52 | 30,270,432,095,985 | fraud_Turcotte, McKenzie and Koss | entertainment | 70.96 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 9984d61c2aef84df1c7cbdf9a1616f0b | 1,371,582,352 | 40.025029 | -90.328278 | 0 |
1,290,017 | 2020-06-18 19:06:15 | 3,553,629,419,254,918 | fraud_Thompson-Gleason | health_fitness | 76.98 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 8741c96b6d1c724d8eb556c6b6915556 | 1,371,582,375 | 47.548605 | -121.619395 | 0 |
1,290,018 | 2020-06-18 19:07:52 | 377,654,590,313,960 | fraud_Schoen-Quigley | kids_pets | 14.85 | Lawrence | Davis | M | 7421 Serrano Lane Apt. 580 | Powell | TN | 37,849 | 36.0435 | -84.04 | 25,459 | Teacher, special educational needs | 1969-02-22 | 85934934d03665fd65164ba045e6654f | 1,371,582,472 | 36.206829 | -84.447725 | 0 |
1,290,019 | 2020-06-18 19:07:56 | 3,531,606,252,458,308 | fraud_Connelly-Carter | home | 79.57 | Juan | Taylor | M | 7911 Campbell Crossing Apt. 725 | Stoneham | MA | 2,180 | 42.4828 | -71.0978 | 21,437 | Artist | 1964-06-25 | b1e789c4f14b71f73742407f0fd3e6b9 | 1,371,582,476 | 42.657148 | -70.725406 | 0 |
1,290,020 | 2020-06-18 19:08:05 | 180,036,456,789,979 | fraud_Ferry, Lynch and Kautzer | misc_net | 30.45 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 600ee3b320be9bca565bb72f9a5acfa0 | 1,371,582,485 | 42.419828 | -90.681601 | 0 |
1,290,021 | 2020-06-18 19:08:49 | 30,153,452,207,526 | fraud_Bins-Howell | personal_care | 37.43 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | eb39ce08bbc3533d8fda68c53831d175 | 1,371,582,529 | 30.962612 | -98.540882 | 0 |
1,290,022 | 2020-06-18 19:10:06 | 5,388,659,976,630,693 | fraud_Bechtelar-Rippin | food_dining | 40.59 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | f0c2773403b8ddd6e7b13b68beb4897b | 1,371,582,606 | 42.406596 | -90.568029 | 0 |
1,290,023 | 2020-06-18 19:10:23 | 4,364,010,865,167,176 | fraud_Kris-Padberg | shopping_pos | 5.52 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 74182534e5e2d26524d76ec0f36d6859 | 1,371,582,623 | 39.234978 | -120.677534 | 0 |
1,290,024 | 2020-06-18 19:10:35 | 4,584,931,703,207,308,300 | fraud_Effertz LLC | entertainment | 39.97 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | c3eeed2d367db5fcaa2d1c780afd8fad | 1,371,582,635 | 33.340407 | -96.490363 | 0 |
1,290,025 | 2020-06-18 19:10:50 | 6,593,939,509,150,446 | fraud_Friesen-Ortiz | personal_care | 15.81 | Margaret | Ward | F | 244 Jeffery Rapids | Azusa | CA | 91,702 | 34.1248 | -117.9031 | 59,705 | Civil Service fast streamer | 1983-06-23 | 52b6c79ca67b2bdaa50dbbe205ae7e5d | 1,371,582,650 | 34.100109 | -118.235698 | 0 |
1,290,026 | 2020-06-18 19:12:28 | 4,716,561,796,955,522 | fraud_Buckridge PLC | misc_pos | 9.25 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 10e0c31cd8070781fafd3ade79a1833f | 1,371,582,748 | 47.53418 | -112.180298 | 0 |
1,290,027 | 2020-06-18 19:13:27 | 4,687,263,141,103 | fraud_Marvin-Lind | personal_care | 130.16 | Sarah | Cross | F | 273 Phillip Throughway | Bigelow | MN | 56,117 | 43.5336 | -95.6515 | 399 | Economist | 1977-04-28 | 9ad2d328ae5869f6dec35151a8e9178b | 1,371,582,807 | 44.430172 | -95.782305 | 0 |
1,290,028 | 2020-06-18 19:15:09 | 213,173,753,804,333 | fraud_Connelly-Carter | home | 73.34 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 53382a0eafac846f5b3f8c018bf98414 | 1,371,582,909 | 41.918649 | -85.999362 | 0 |
1,290,029 | 2020-06-18 19:15:50 | 213,113,028,819,344 | fraud_Streich Ltd | home | 8.35 | Melanie | Jimenez | F | 77944 Daniels Valley Suite 921 | Camden | NY | 13,316 | 43.3392 | -75.7543 | 6,460 | Building control surveyor | 1959-09-27 | b699d5946642cd05c2f71272e56b8c26 | 1,371,582,950 | 43.593396 | -75.614279 | 0 |
1,290,030 | 2020-06-18 19:16:21 | 342,351,256,941,125 | fraud_Fadel-Hilpert | health_fitness | 27.11 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | becc4f058b21a1ddc05219221aadeced | 1,371,582,981 | 33.455315 | -84.10798 | 0 |
1,290,031 | 2020-06-18 19:16:34 | 502,012,776,709 | fraud_Kuhn Group | food_dining | 49.49 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | e51403f2bebc2ccaf2246349b7a62ed7 | 1,371,582,994 | 42.538247 | -74.966142 | 0 |
1,290,032 | 2020-06-18 19:16:35 | 3,545,109,339,866,548 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 7.1 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 4afdb7c176db531837fec848da8aa091 | 1,371,582,995 | 33.77746 | -90.820819 | 0 |
1,290,033 | 2020-06-18 19:16:41 | 30,546,453,310,167 | fraud_Hartmann, Rowe and Hermann | travel | 7.02 | Nicholas | Tran | M | 672 Randall Burg Suite 551 | Belmont | NH | 3,220 | 43.4512 | -71.489 | 7,430 | Scientist, research (medical) | 1955-01-13 | 9e59e9b97f29def759906197cc1fe494 | 1,371,583,001 | 43.744196 | -70.796414 | 0 |
1,290,034 | 2020-06-18 19:16:47 | 4,423,489,490,781,412 | fraud_Bode-Schuster | kids_pets | 12.81 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | c7dc9a9163a4c6b94c9ff4d04ef639b5 | 1,371,583,007 | 42.55748 | -89.986689 | 0 |
1,290,035 | 2020-06-18 19:17:15 | 4,294,930,380,592 | fraud_Kirlin and Sons | personal_care | 6.26 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 734c6483997b2803bf59c376c0516a50 | 1,371,583,035 | 36.849621 | -79.665548 | 0 |
1,290,036 | 2020-06-18 19:17:17 | 3,547,560,454,237,873 | fraud_Douglas-White | entertainment | 25.45 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | 43dbc66ca3bd5af7769a0451e9170186 | 1,371,583,037 | 44.918701 | -86.28695 | 0 |
1,290,037 | 2020-06-18 19:17:53 | 3,564,839,259,330,465 | fraud_Crona and Sons | kids_pets | 40.24 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 28e659028e73cfd91c6bad99fc7a606e | 1,371,583,073 | 39.045551 | -123.120191 | 0 |
1,290,038 | 2020-06-18 19:19:04 | 4,890,424,426,862,857,000 | fraud_Bahringer, Bergnaum and Quitzon | home | 31.86 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 310ed700f265fddd936975b95599e13b | 1,371,583,144 | 37.69619 | -121.806031 | 0 |
1,290,039 | 2020-06-18 19:19:14 | 4,451,952,084,362,894 | fraud_Skiles LLC | home | 73.77 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 42e528f718e66deea02e8b8330929883 | 1,371,583,154 | 33.923014 | -102.77973 | 0 |
1,290,040 | 2020-06-18 19:20:46 | 639,046,421,587 | fraud_Emmerich-Rau | personal_care | 78.28 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | e191d5de9ee83ab4d940c3f6b6264a1d | 1,371,583,246 | 40.79229 | -79.879944 | 0 |
1,290,041 | 2020-06-18 19:21:06 | 30,150,717,898,388 | fraud_Jakubowski Inc | home | 12.73 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | b9c18f0e421dbf367982dbcb720f77b0 | 1,371,583,266 | 34.890046 | -86.067733 | 0 |
1,290,042 | 2020-06-18 19:21:58 | 378,904,938,837,132 | fraud_Schroeder, Hauck and Treutel | entertainment | 18.43 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 43c8a9de0895ff380fb9502c9478a900 | 1,371,583,318 | 34.859543 | -98.981204 | 0 |
1,290,043 | 2020-06-18 19:22:20 | 346,273,234,529,002 | fraud_Bins-Howell | personal_care | 6.7 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 9e69bd933fb08ff63149f514af9a7564 | 1,371,583,340 | 37.054054 | -81.225775 | 0 |
1,290,044 | 2020-06-18 19:22:36 | 4,378,993,458,389,626 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 2.93 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 13d9b50c06cc8e4e6f337b379fa4a968 | 1,371,583,356 | 44.903436 | -70.439266 | 0 |
1,290,045 | 2020-06-18 19:24:16 | 3,540,075,240,003,197 | fraud_Kihn, Abernathy and Douglas | shopping_net | 3.1 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | b881cd268b9e8459f04084e381f2bf3f | 1,371,583,456 | 44.722532 | -93.948184 | 0 |
1,290,046 | 2020-06-18 19:24:44 | 180,048,185,037,117 | fraud_Watsica LLC | personal_care | 106.69 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | cfc358b4ff1ac253f2f5cd1875e03640 | 1,371,583,484 | 39.638962 | -73.415799 | 0 |
1,290,047 | 2020-06-18 19:25:46 | 6,011,693,194,885,790 | fraud_Miller-Harris | misc_net | 19.86 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | a4882d089fd62f0d32a058985b469bb2 | 1,371,583,546 | 44.886767 | -92.653021 | 0 |
1,290,048 | 2020-06-18 19:25:53 | 343,668,971,234,893 | fraud_Streich, Rolfson and Wilderman | kids_pets | 60.24 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | 187f0f6cb843dbd4e1513af150212473 | 1,371,583,553 | 34.512181 | -79.971963 | 0 |
1,290,049 | 2020-06-18 19:25:58 | 6,534,628,260,579,800 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 2.22 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | db9619e280730421ccbf11f02e5da9be | 1,371,583,558 | 44.300526 | -73.030337 | 0 |
1,290,050 | 2020-06-18 19:27:18 | 38,014,427,445,058 | fraud_Haley, Batz and Auer | health_fitness | 3.74 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 96353a4ad40f2ae246e1a39647d7f7db | 1,371,583,638 | 43.834108 | -88.858727 | 0 |
1,290,051 | 2020-06-18 19:27:37 | 6,011,109,736,646,996 | fraud_Homenick LLC | personal_care | 97.89 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 5693f5945c8a8dfa0867be4b98635663 | 1,371,583,657 | 34.704541 | -77.971993 | 0 |
1,290,052 | 2020-06-18 19:27:47 | 6,011,652,924,285,713 | fraud_Ernser-Lynch | food_dining | 6.75 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 0a08d545e56c8c684dcf2498ad93992d | 1,371,583,667 | 38.23154 | -93.125499 | 0 |
1,290,053 | 2020-06-18 19:29:12 | 571,365,235,126 | fraud_Pollich LLC | home | 52.75 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 6ad8b18540aa771360bd15082f624e3c | 1,371,583,752 | 44.79592 | -85.642249 | 0 |
1,290,054 | 2020-06-18 19:29:49 | 4,623,560,839,669 | fraud_Jast and Sons | food_dining | 15.82 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | b1851fc4b6ec0d98f0a6789223ff78d6 | 1,371,583,789 | 42.288371 | -94.585986 | 0 |
1,290,055 | 2020-06-18 19:30:11 | 180,094,608,895,855 | fraud_Kovacek Ltd | travel | 3.71 | Tammie | Harper | F | 57887 Gutierrez Harbor | Westfir | OR | 97,492 | 43.7575 | -122.481 | 597 | Forensic psychologist | 1961-05-19 | ad3686ee00084c9e9694ed22b75f0fd3 | 1,371,583,811 | 43.486324 | -122.344877 | 0 |
1,290,056 | 2020-06-18 19:30:18 | 30,273,037,698,427 | fraud_Willms, Kris and Bergnaum | shopping_pos | 150.59 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 30bca0b5815322a2e434095a909dfbd8 | 1,371,583,818 | 34.665709 | -92.213697 | 0 |
1,290,057 | 2020-06-18 19:30:21 | 6,595,970,453,799,027 | fraud_Quitzon-Goyette | home | 40.93 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 78599d7d4117d456966f37fae2dfedca | 1,371,583,821 | 39.98432 | -75.46326 | 0 |
1,290,058 | 2020-06-18 19:30:50 | 4,922,710,831,011,201 | fraud_Kilback, Nitzsche and Leffler | travel | 4.87 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 44f2e1d6c58d83373f4c24a327dff5fb | 1,371,583,850 | 41.246959 | -80.593835 | 0 |
1,290,059 | 2020-06-18 19:33:06 | 4,488,941,175,228,467 | fraud_Schiller, Blanda and Johnson | home | 17.77 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 31ec60ce22cf4398d2a7a1b58ea7d984 | 1,371,583,986 | 29.02036 | -81.277622 | 0 |
1,290,060 | 2020-06-18 19:33:41 | 30,150,717,898,388 | fraud_Klein Group | entertainment | 19.21 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 677801d341ee2c3c431f7f2d2fab7beb | 1,371,584,021 | 34.310021 | -86.27588 | 0 |
1,290,061 | 2020-06-18 19:33:42 | 3,502,088,871,723,054 | fraud_Cremin, Hamill and Reichel | misc_pos | 86.85 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 04f4cd8f06973149ee0a7e02ddbe8508 | 1,371,584,022 | 40.028658 | -77.918583 | 0 |
1,290,062 | 2020-06-18 19:33:47 | 213,178,765,398,315 | fraud_Pfeffer and Sons | shopping_pos | 146.16 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | fdb0b1d2ebba4966d67786beed4d4c44 | 1,371,584,027 | 42.673606 | -108.093613 | 0 |
1,290,063 | 2020-06-18 19:34:05 | 6,011,231,546,538,393 | fraud_Bashirian Group | shopping_net | 3.75 | Johnny | Bennett | M | 321 Camacho Causeway | Boonton | NJ | 7,005 | 40.9115 | -74.414 | 15,269 | Psychologist, sport and exercise | 1993-07-05 | ad3d61c78a556ee402772fc681702686 | 1,371,584,045 | 41.757961 | -74.855618 | 0 |
1,290,064 | 2020-06-18 19:34:11 | 3,501,942,333,500,073 | fraud_Emmerich-Rau | personal_care | 2.1 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 3c4c1114fa741c85e475ff79d03c51ad | 1,371,584,051 | 33.847417 | -112.682509 | 0 |
1,290,065 | 2020-06-18 19:34:40 | 180,081,032,825,079 | fraud_Schroeder Group | health_fitness | 20.02 | Connie | Carroll | F | 872 Justin Views Suite 746 | Duncan | MS | 38,740 | 34.047 | -90.7652 | 466 | Trading standards officer | 1955-04-03 | 05118a3dec349447b68179a562bbbbb4 | 1,371,584,080 | 33.822304 | -91.562084 | 0 |
1,290,066 | 2020-06-18 19:34:53 | 3,564,839,259,330,465 | fraud_Berge-Hills | kids_pets | 71.49 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | d87d6e57956f8d01ea378c12f0eae74b | 1,371,584,093 | 37.802508 | -121.928068 | 0 |
1,290,067 | 2020-06-18 19:35:09 | 3,546,897,637,165,774 | fraud_Morissette-Schaefer | personal_care | 33.68 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 5fd2ba92ea4f4ad9248dee8d50b0f07c | 1,371,584,109 | 32.021285 | -96.338989 | 0 |
1,290,068 | 2020-06-18 19:35:13 | 376,445,266,762,684 | fraud_Kub PLC | personal_care | 105.69 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | da3ec6f3ec5115aad13ecbffe93ed70e | 1,371,584,113 | 40.695512 | -101.577143 | 0 |
1,290,069 | 2020-06-18 19:35:14 | 4,467,456,915,153,312,300 | fraud_Crist, Jakubowski and Littel | home | 20.78 | Rita | Myers | F | 75703 Hernandez Corner Suite 348 | Tampa | FL | 33,620 | 28.06 | -82.4079 | 717,255 | Waste management officer | 1966-09-16 | 3a1e37c6d0510756d1f478ba8f55bbe3 | 1,371,584,114 | 27.35108 | -83.23235 | 0 |
1,290,070 | 2020-06-18 19:36:22 | 3,567,879,740,649,740 | fraud_Runte, Green and Emard | health_fitness | 20.53 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | d4d94bdfca56f78f2a28366aafb2a237 | 1,371,584,182 | 43.510266 | -76.056507 | 0 |
1,290,071 | 2020-06-18 19:36:42 | 4,586,810,168,620,942 | fraud_Reinger, Weissnat and Strosin | food_dining | 2.26 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 03b96e4e19171967ff59c64e52143b1c | 1,371,584,202 | 33.039131 | -81.29122 | 0 |
1,290,072 | 2020-06-18 19:36:45 | 377,993,105,397,617 | fraud_Jakubowski Group | food_dining | 91.15 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 9902ed9ca1016d7f3186acf3d0d0230a | 1,371,584,205 | 44.418555 | -88.600661 | 0 |
1,290,073 | 2020-06-18 19:38:01 | 213,157,767,990,030 | fraud_Mohr-Bayer | shopping_net | 5.56 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | b75dfba00fc4f362bb845ed57c4ab1cf | 1,371,584,281 | 41.284172 | -108.980849 | 0 |
1,290,074 | 2020-06-18 19:38:02 | 371,226,440,126,102 | fraud_Willms, Kris and Bergnaum | shopping_pos | 4.33 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 0115c4e49e2ff4f86275ed878b80b05e | 1,371,584,282 | 39.318379 | -88.750575 | 0 |
1,290,075 | 2020-06-18 19:40:04 | 4,658,117,080,136 | fraud_Jast-McDermott | shopping_pos | 4.47 | Dwayne | Martinez | M | 490 Baldwin Alley Apt. 468 | Crownpoint | NM | 87,313 | 35.7206 | -108.0271 | 5,662 | IT consultant | 1989-04-08 | 87eac6113f44bb16a3d504c43151a045 | 1,371,584,404 | 35.005986 | -108.556845 | 0 |
1,290,076 | 2020-06-18 19:40:07 | 4,294,930,380,592 | fraud_Kozey-Kuhlman | personal_care | 12.17 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | bb0f47c95aa0410d19e4f6e2add2c9ab | 1,371,584,407 | 37.738929 | -80.47418 | 0 |
1,290,077 | 2020-06-18 19:40:22 | 3,598,304,579,370,089 | fraud_Lynch Ltd | shopping_pos | 7.58 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 972445c593b6675235e2ee982fcfcf3d | 1,371,584,422 | 37.545166 | -96.824542 | 0 |
1,290,078 | 2020-06-18 19:43:05 | 4,474,324,669,797,121 | fraud_Hyatt, Russel and Gleichner | health_fitness | 48.19 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 209bae11535f317f5c19f8a65a27e799 | 1,371,584,585 | 37.662668 | -119.821956 | 0 |
1,290,079 | 2020-06-18 19:44:58 | 4,826,655,832,045,236 | fraud_Rau-Robel | kids_pets | 111.78 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | 9cb0b34018c973872776b00f6b915751 | 1,371,584,698 | 41.900958 | -70.30447 | 0 |
1,290,080 | 2020-06-18 19:45:14 | 6,011,706,277,606,006 | fraud_Reilly LLC | home | 6.07 | Scott | Sullivan | M | 776 Martin Ridge | Newton | NH | 3,858 | 42.8678 | -71.042 | 4,603 | Therapist, music | 1952-12-07 | b62e69e22dc5e0847b7e02898f136517 | 1,371,584,714 | 42.794395 | -71.29265 | 0 |
1,290,081 | 2020-06-18 19:45:25 | 4,010,002,218,955,876 | fraud_Connelly-Carter | home | 30.28 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 9c87277bfded04bfb5d739b69ae5eab4 | 1,371,584,725 | 29.33556 | -94.445917 | 0 |
1,290,082 | 2020-06-18 19:45:59 | 4,935,858,973,307,492 | fraud_Johns Inc | entertainment | 82.43 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 47c8c7a44a3ff86cefb95728bfd872d6 | 1,371,584,759 | 32.489957 | -82.869335 | 0 |
1,290,083 | 2020-06-18 19:46:21 | 3,595,192,916,105,588 | fraud_Boyer PLC | shopping_net | 2.55 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 55f648f6418e01b6f63dfafcd2c5ac2b | 1,371,584,781 | 34.475485 | -79.095135 | 0 |
1,290,084 | 2020-06-18 19:46:34 | 3,587,960,728,692,500 | fraud_Cummerata-Hilpert | entertainment | 83.53 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 2057c422b7c0184469277f20497a9e94 | 1,371,584,794 | 43.090143 | -95.574837 | 0 |
1,290,085 | 2020-06-18 19:47:11 | 4,191,109,180,926,792 | fraud_Labadie LLC | personal_care | 108.2 | Jennifer | Spencer | F | 477 Wheeler Burg | Amanda | OH | 43,102 | 39.6251 | -82.7552 | 4,512 | Farm manager | 1992-10-03 | 05ea98003deaf7d948ceec2c37a144f7 | 1,371,584,831 | 40.243103 | -82.93865 | 0 |
1,290,086 | 2020-06-18 19:47:34 | 4,653,879,239,169,997 | fraud_Kozey-Kuhlman | personal_care | 11.36 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 02447eff1d9f8a689635241f7c49cfd3 | 1,371,584,854 | 36.724516 | -85.750577 | 0 |
1,290,087 | 2020-06-18 19:47:49 | 5,501,083,170,975,659 | fraud_Witting, Beer and Ernser | home | 61.08 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | 0eb5efcce654cabe09262c1e78a29629 | 1,371,584,869 | 40.14861 | -81.088681 | 0 |
1,290,088 | 2020-06-18 19:47:52 | 30,487,648,872,433 | fraud_Adams-Barrows | health_fitness | 80.42 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | 272bb217e8b694e4b7a4df61ba63e2ec | 1,371,584,872 | 38.131008 | -85.875741 | 0 |
1,290,089 | 2020-06-18 19:48:05 | 2,235,613,922,823,698 | fraud_Willms, Kris and Bergnaum | shopping_pos | 2.5 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 67e282b8e60983f0be15ff25a2e7487f | 1,371,584,885 | 42.292657 | -105.121323 | 0 |
1,290,090 | 2020-06-18 19:48:24 | 4,158,945,090,781,624 | fraud_Berge-Ullrich | home | 31.79 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | ef741e8610520421702edb5887c9204c | 1,371,584,904 | 40.384263 | -80.097165 | 0 |
1,290,091 | 2020-06-18 19:48:24 | 4,181,833,256,558,614,000 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 6.47 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | b454a3768f985fb34370acf59d55e90f | 1,371,584,904 | 36.135071 | -104.885994 | 0 |
1,290,092 | 2020-06-18 19:49:24 | 4,228,411,452,607,671 | fraud_Stamm-Witting | shopping_net | 2.74 | Aaron | Stewart | M | 400 Zuniga Pine | Winthrop | ME | 4,364 | 44.3229 | -69.9576 | 6,025 | Advertising account planner | 1995-04-22 | cf1c0dc23398b2b279eda88297614588 | 1,371,584,964 | 44.721759 | -70.473888 | 0 |
1,290,093 | 2020-06-18 19:50:52 | 3,517,527,805,128,735 | fraud_Connelly-Carter | home | 50.13 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 6e3e7c3da96aaf800b6752e4c4b5e1d2 | 1,371,585,052 | 40.602374 | -88.62853 | 0 |
1,290,094 | 2020-06-18 19:51:26 | 3,504,178,999,463,051 | fraud_Medhurst PLC | shopping_net | 2.94 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | 97f01a755588302dae5949866556cd1a | 1,371,585,086 | 40.157813 | -84.827569 | 0 |
1,290,095 | 2020-06-18 19:52:09 | 30,118,423,745,458 | fraud_Graham, Hegmann and Hammes | food_dining | 1.63 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 242d095bcacb95ebacdfee812fdbf7cb | 1,371,585,129 | 40.256978 | -75.056806 | 0 |
1,290,096 | 2020-06-18 19:52:21 | 6,597,888,193,422,452 | fraud_Pouros, Walker and Spencer | kids_pets | 20.49 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | 35fde0359a9ea6b894ea89d497b8569f | 1,371,585,141 | 33.158582 | -99.493879 | 0 |
1,290,097 | 2020-06-18 19:52:50 | 4,797,297,220,948,469,000 | fraud_Douglas, Schneider and Turner | shopping_pos | 106.86 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 6e6a695f737806df1de168a98348d9c0 | 1,371,585,170 | 39.164973 | -85.639023 | 0 |
1,290,098 | 2020-06-18 19:52:50 | 4,561,546,772,499 | fraud_Friesen Ltd | health_fitness | 177.69 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | d17b15c48285fd8cb726108916e7d6ae | 1,371,585,170 | 35.505321 | -106.592581 | 0 |
1,290,099 | 2020-06-18 19:53:27 | 346,273,234,529,002 | fraud_Lynch Ltd | shopping_pos | 253.18 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 5e8d188a1fa88e0fb0029040aeca4239 | 1,371,585,207 | 36.913607 | -80.15347 | 0 |
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