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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,278,400 | 2020-06-14 22:19:26 | 3,525,590,521,269,779 | fraud_Towne, Greenholt and Koepp | shopping_net | 7.76 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | d95e014e2cbaff13e0888185ec7b888b | 1,371,248,366 | 36.458365 | -79.138331 | 0 |
1,278,401 | 2020-06-14 22:19:54 | 3,586,008,444,788,268 | fraud_Durgan, Gislason and Spencer | home | 74.27 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | d7a260bf5c265937f48fdf8dee32fd98 | 1,371,248,394 | 47.211264 | -122.592712 | 0 |
1,278,402 | 2020-06-14 22:20:14 | 213,154,573,301,411 | fraud_Deckow-Dare | food_dining | 53.94 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | 5cdd67f69e536f042b27bf7c1ff548a6 | 1,371,248,414 | 37.245186 | -87.234951 | 0 |
1,278,403 | 2020-06-14 22:21:36 | 571,465,035,400 | fraud_Hirthe-Beier | health_fitness | 76.82 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 370712a3078c43be87eb626fcd403de2 | 1,371,248,496 | 42.312888 | -109.032717 | 0 |
1,278,404 | 2020-06-14 22:22:31 | 30,270,432,095,985 | fraud_Hintz, Bauch and Smith | health_fitness | 2.97 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 533e7c81bb69fec6658610f6ed5f6425 | 1,371,248,551 | 39.703609 | -91.3703 | 0 |
1,278,405 | 2020-06-14 22:23:17 | 3,506,040,590,383,211 | fraud_Jacobi and Sons | shopping_pos | 135.28 | Michael | Orozco | M | 13956 Hughes Causeway Suite 124 | Alder | MT | 59,710 | 45.1939 | -112.0568 | 286 | Chief of Staff | 1989-03-09 | 6ee0308e79fa755edfd44dc2cc8018a8 | 1,371,248,597 | 44.825922 | -111.287483 | 0 |
1,278,406 | 2020-06-14 22:23:35 | 6,011,366,578,560,244 | fraud_Gottlieb, Considine and Schultz | shopping_net | 9.53 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 60f7c36174478bea06ecc5cc457a8399 | 1,371,248,615 | 39.61607 | -77.098342 | 0 |
1,278,407 | 2020-06-14 22:23:58 | 4,658,490,815,480,264 | fraud_Gleason and Sons | kids_pets | 123.18 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | e774873a56671d9422921fd13273fb9a | 1,371,248,638 | 40.464849 | -79.180472 | 0 |
1,278,408 | 2020-06-14 22:24:03 | 344,709,867,813,900 | fraud_Denesik and Sons | shopping_pos | 140.86 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 146da5dca75a290cd45b8874be216de2 | 1,371,248,643 | 28.382871 | -80.808235 | 0 |
1,278,409 | 2020-06-14 22:24:05 | 4,400,011,257,587,662,000 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 5.78 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 810a688f7a473de2877071d3661ee1eb | 1,371,248,645 | 41.59379 | -99.528467 | 0 |
1,278,410 | 2020-06-14 22:24:16 | 584,673,555,952 | fraud_Crist, Jakubowski and Littel | home | 6.83 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 6564b021b46341ead105447606a89ea6 | 1,371,248,656 | 47.122925 | -101.015635 | 0 |
1,278,411 | 2020-06-14 22:24:33 | 180,048,185,037,117 | fraud_Kutch-Wilderman | home | 47.18 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 572fbd362f89c2131e44e75c7a34880f | 1,371,248,673 | 39.959134 | -74.578889 | 0 |
1,278,412 | 2020-06-14 22:24:57 | 4,634,955,908,138,648 | fraud_Windler LLC | kids_pets | 59.02 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | fb7b47d67fee2d1df64d873cf0e0ac6d | 1,371,248,697 | 41.761013 | -95.916956 | 0 |
1,278,413 | 2020-06-14 22:24:58 | 630,423,337,322 | fraud_Reilly and Sons | health_fitness | 1.04 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | def566ba32dda7a10f490657b3a88c8e | 1,371,248,698 | 49.262524 | -118.074537 | 0 |
1,278,414 | 2020-06-14 22:25:23 | 4,334,230,547,694,630 | fraud_Cartwright PLC | kids_pets | 43.93 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | 141eadcff27d5849e0d970db3bbb4572 | 1,371,248,723 | 42.894604 | -111.213114 | 0 |
1,278,415 | 2020-06-14 22:25:54 | 30,487,648,872,433 | fraud_Romaguera, Wehner and Tromp | kids_pets | 206.79 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | cce6ca6820f23c64941ccc070a82e1c0 | 1,371,248,754 | 37.780088 | -85.209972 | 0 |
1,278,416 | 2020-06-14 22:26:02 | 213,186,334,552,049 | fraud_Wuckert-Goldner | home | 14.06 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | b0a5f3c71acba74fc69e115aeec35eb0 | 1,371,248,762 | 41.047516 | -79.707375 | 0 |
1,278,417 | 2020-06-14 22:26:13 | 6,595,970,453,799,027 | fraud_Thiel Ltd | travel | 3,295.41 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 0bdb035d0922e8a6b811277fa27eae86 | 1,371,248,773 | 40.975662 | -73.898928 | 0 |
1,278,418 | 2020-06-14 22:26:19 | 2,288,813,824,604,479 | fraud_Turner and Sons | shopping_pos | 1.4 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 3dd3a848f0cc29086f314cd8babb6f19 | 1,371,248,779 | 40.437239 | -73.501525 | 0 |
1,278,419 | 2020-06-14 22:26:27 | 4,586,260,469,584 | fraud_Brown Inc | kids_pets | 98.47 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | f2ee56c698e266d292742858965a96f3 | 1,371,248,787 | 40.851046 | -94.446399 | 0 |
1,278,420 | 2020-06-14 22:26:35 | 213,125,815,021,702 | fraud_Lubowitz-Walter | kids_pets | 10.55 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | 31b987a3f32d67040edb80a1c0f26dcf | 1,371,248,795 | 42.913359 | -74.32749 | 0 |
1,278,421 | 2020-06-14 22:27:20 | 4,874,017,206,859,125 | fraud_Boyer-Reichert | shopping_net | 505.56 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 0205aba64ba12b71f9467a664d5f21a8 | 1,371,248,840 | 45.144997 | -122.2651 | 0 |
1,278,422 | 2020-06-14 22:27:41 | 2,264,937,662,466,770 | fraud_McKenzie-Huels | food_dining | 7.92 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | d1462022e477f32a0d154a2eefa5fbb8 | 1,371,248,861 | 29.627281 | -98.417664 | 0 |
1,278,423 | 2020-06-14 22:28:50 | 2,297,447,006,766,555 | fraud_Lubowitz, Terry and Stracke | personal_care | 15.54 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | d86c8dc58a289763c19ace3de41c22ac | 1,371,248,930 | 40.674535 | -89.013742 | 0 |
1,278,424 | 2020-06-14 22:29:01 | 6,011,348,830,550,197 | fraud_Skiles LLC | home | 29 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 7165932c5a7db5f260a18f1af6d690e8 | 1,371,248,941 | 33.209358 | -86.922406 | 0 |
1,278,425 | 2020-06-14 22:29:07 | 4,810,839,835,482,794,000 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 6.97 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | cbff0c296d16becf35f959ac051611f1 | 1,371,248,947 | 36.282367 | -94.595329 | 0 |
1,278,426 | 2020-06-14 22:29:19 | 180,040,027,502,291 | fraud_Barton LLC | kids_pets | 16.91 | Mary | Schmidt | F | 022 Moore Island | New York City | NY | 10,162 | 40.7699 | -73.9511 | 1,577,385 | Audiological scientist | 1957-12-29 | fe82f7fa0f3e93797b10e1760fd449b3 | 1,371,248,959 | 39.804828 | -74.515406 | 0 |
1,278,427 | 2020-06-14 22:29:25 | 4,653,879,239,169,997 | fraud_Kassulke Inc | entertainment | 90.74 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | f1a40f689b8214981974bd8e546a1583 | 1,371,248,965 | 37.664488 | -86.193966 | 0 |
1,278,428 | 2020-06-14 22:29:33 | 581,686,439,828 | fraud_Erdman-Durgan | health_fitness | 54.96 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 824aad300c6e6b4768d579beae3c1a94 | 1,371,248,973 | 42.170984 | -79.786652 | 0 |
1,278,429 | 2020-06-14 22:29:34 | 676,309,913,934 | fraud_Howe Ltd | misc_pos | 1.75 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | 17c932f2d52b6b6ce34bea4f29fbd34b | 1,371,248,974 | 37.705294 | -104.055231 | 0 |
1,278,430 | 2020-06-14 22:29:44 | 4,839,043,708,100,390 | fraud_Schmeler-Howe | personal_care | 39.4 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 624188caf9265ab819d20d1175682c7e | 1,371,248,984 | 41.268174 | -92.436467 | 0 |
1,278,431 | 2020-06-14 22:30:31 | 3,540,075,240,003,197 | fraud_Keeling-Crist | misc_pos | 17.09 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | 0a7c8faf0d58f4faab7813df41c08f5e | 1,371,249,031 | 44.850888 | -93.248691 | 0 |
1,278,432 | 2020-06-14 22:30:58 | 6,517,217,825,320,610 | fraud_Connelly-Carter | home | 41.55 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | 5b6db859c1124ad1e70b1fdc40ca28e5 | 1,371,249,058 | 32.13627 | -89.749369 | 0 |
1,278,433 | 2020-06-14 22:33:20 | 4,998,109,455,173,950 | fraud_Morissette LLC | entertainment | 104.28 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 550c6875ea554660450338badf8be304 | 1,371,249,200 | 38.640402 | -95.512316 | 0 |
1,278,434 | 2020-06-14 22:33:21 | 3,561,963,695,236,764 | fraud_Dietrich-Fadel | health_fitness | 75.17 | Michael | Lee | M | 7915 Dawn Roads Apt. 544 | Shelter Island | NY | 11,964 | 41.064 | -72.3366 | 1,858 | Clinical biochemist | 1984-03-03 | c75b4a560b9717c5e6581ae8a4643599 | 1,371,249,201 | 41.408118 | -71.685905 | 0 |
1,278,435 | 2020-06-14 22:33:46 | 6,011,693,194,885,790 | fraud_Berge-Ullrich | home | 11.53 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | ea1d7137129e991e2241dac28bca6628 | 1,371,249,226 | 46.433299 | -93.609222 | 0 |
1,278,436 | 2020-06-14 22:34:09 | 4,099,707,841,315,751 | fraud_Hermann-Gaylord | misc_pos | 6.78 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 4db65244325f2fa7706d9ecc8f10266d | 1,371,249,249 | 37.866951 | -77.622964 | 0 |
1,278,437 | 2020-06-14 22:34:11 | 4,642,894,980,163 | fraud_Auer LLC | personal_care | 16.24 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 1b9e330c309d6777e5d4b4ee79b67f5c | 1,371,249,251 | 40.954346 | -95.017389 | 0 |
1,278,438 | 2020-06-14 22:34:49 | 5,410,056,176,712,193 | fraud_Windler, Goodwin and Kovacek | home | 3.46 | Jeffrey | Krause | M | 4742 Alexandria Mountain | New Franken | WI | 54,229 | 44.5592 | -87.8235 | 4,306 | Art therapist | 1989-10-19 | e8cc70094ff2d806e6f332400a67293c | 1,371,249,289 | 45.444171 | -87.22406 | 0 |
1,278,439 | 2020-06-14 22:35:03 | 4,797,297,220,948,469,000 | fraud_Conroy-Emard | food_dining | 50.93 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 791fa58e485943086f98c54191a9b97b | 1,371,249,303 | 39.688606 | -87.092478 | 0 |
1,278,440 | 2020-06-14 22:35:04 | 630,424,987,505 | fraud_Cole, Hills and Jewess | home | 259.24 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 947e9f8273aabe9fde540dc504ad77b4 | 1,371,249,304 | 38.782035 | -78.596024 | 1 |
1,278,441 | 2020-06-14 22:35:05 | 4,424,338,559,877,976 | fraud_Stiedemann Ltd | food_dining | 55.29 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 5d6b8441578a7a819d537ea3c4c7d1da | 1,371,249,305 | 40.233575 | -84.301148 | 0 |
1,278,442 | 2020-06-14 22:36:01 | 371,284,424,780,634 | fraud_Corwin-Romaguera | travel | 4.1 | Jeremy | Moore | M | 574 Patricia Extensions | Lubbock | TX | 79,413 | 33.5466 | -101.8871 | 254,282 | Doctor, general practice | 1952-01-29 | e7a4754c014c4c11da22d7a34576c8ee | 1,371,249,361 | 32.899613 | -101.483102 | 0 |
1,278,443 | 2020-06-14 22:36:08 | 30,442,439,074,871 | fraud_Kilback and Sons | entertainment | 255.96 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 820d80ce383edcfc84bf429496aaf6a5 | 1,371,249,368 | 42.461718 | -76.365376 | 0 |
1,278,444 | 2020-06-14 22:36:29 | 180,048,185,037,117 | fraud_Waelchi Inc | kids_pets | 29.8 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | b308aa89bf881f777448a2178c592d87 | 1,371,249,389 | 40.971946 | -75.347513 | 0 |
1,278,445 | 2020-06-14 22:36:36 | 4,079,773,899,158 | fraud_Bartoletti and Sons | personal_care | 219.05 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | 534e452dcfb2b9338d44fcbd2b501a1a | 1,371,249,396 | 45.30221 | -116.025472 | 0 |
1,278,446 | 2020-06-14 22:36:42 | 30,044,330,818,990 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 297.46 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 0436284f0da52fdbc9f178c9eee68575 | 1,371,249,402 | 26.002295 | -81.941771 | 0 |
1,278,447 | 2020-06-14 22:37:27 | 3,567,697,931,646,329 | fraud_Jakubowski Inc | home | 30.05 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 763f787e11080e1d4bdc2e8d59b95ff5 | 1,371,249,447 | 42.659981 | -73.968165 | 0 |
1,278,448 | 2020-06-14 22:37:56 | 3,589,255,887,819,806 | fraud_Bashirian Group | shopping_net | 65.6 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 1b973027ded5b6a57c5f46b133cdf1be | 1,371,249,476 | 40.564205 | -78.971077 | 0 |
1,278,449 | 2020-06-14 22:37:56 | 4,066,595,222,529 | fraud_Kihn-Fritsch | food_dining | 28.9 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 4479fadf14ba92ff098cc6f69c3e292f | 1,371,249,476 | 37.025974 | -83.412087 | 0 |
1,278,450 | 2020-06-14 22:38:01 | 6,011,104,316,292,105 | fraud_Moore, Williamson and Emmerich | home | 6.7 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 0e0b4252b28701615666ec741bf2bc41 | 1,371,249,481 | 36.308524 | -79.307242 | 0 |
1,278,451 | 2020-06-14 22:38:37 | 3,523,898,249,167,098 | fraud_Morissette-Schaefer | personal_care | 9.87 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 85040767e6bda33bd1397eb3558f159f | 1,371,249,517 | 39.98479 | -74.032936 | 0 |
1,278,452 | 2020-06-14 22:38:59 | 3,546,897,637,165,774 | fraud_Padberg-Sauer | home | 110 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 85657d7bf4ac4ecbb12ffcf38dbbf1ae | 1,371,249,539 | 32.144673 | -96.405654 | 0 |
1,278,453 | 2020-06-14 22:39:02 | 4,836,998,673,805,450 | fraud_Turner LLC | travel | 7.64 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 5adc5e61c51beed13e389ab643a6d65e | 1,371,249,542 | 46.357398 | -86.808917 | 0 |
1,278,454 | 2020-06-14 22:39:09 | 568,279,015,842 | fraud_Kilback Group | food_dining | 73.5 | Micheal | Hernandez | M | 6139 Mark Rapid Apt. 651 | Christine | ND | 58,015 | 46.5522 | -96.7909 | 291 | Television floor manager | 1991-05-01 | 850151bd96ba76b637bdba06a56fa3f0 | 1,371,249,549 | 46.045471 | -97.137933 | 0 |
1,278,455 | 2020-06-14 22:39:24 | 375,848,982,312,810 | fraud_Lubowitz, Terry and Stracke | personal_care | 189.08 | Dale | Smith | M | 25036 Contreras Turnpike Suite 270 | Purmela | TX | 76,566 | 31.4841 | -97.9903 | 258 | Web designer | 1943-12-15 | 3c480ab4d0dc2a4f73af1b04739def0d | 1,371,249,564 | 32.352626 | -98.507327 | 0 |
1,278,456 | 2020-06-14 22:39:30 | 342,952,484,382,519 | fraud_Haley, Batz and Auer | health_fitness | 51.35 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | b11192ed8b4c7cfa5e9abcb7015397c0 | 1,371,249,570 | 42.352341 | -73.708192 | 0 |
1,278,457 | 2020-06-14 22:39:57 | 213,173,753,804,333 | fraud_Labadie LLC | personal_care | 79.24 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 0281f164309c8419eb315a352c48135e | 1,371,249,597 | 40.678029 | -86.307312 | 0 |
1,278,458 | 2020-06-14 22:40:18 | 4,328,928,491,302,401 | fraud_Gerhold LLC | home | 120.82 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | 980311df8d20dd9b522cafc09e00949d | 1,371,249,618 | 42.725817 | -88.590368 | 0 |
1,278,459 | 2020-06-14 22:40:29 | 2,256,234,701,263,057 | fraud_Beier and Sons | home | 23.97 | Christopher | Grimes | M | 39631 Dunn Radial | Grantham | NH | 3,753 | 43.5103 | -72.1334 | 2,971 | Charity fundraiser | 1948-04-11 | 878166d65350ce145af6cbd3e62c6330 | 1,371,249,629 | 42.785637 | -72.114096 | 0 |
1,278,460 | 2020-06-14 22:40:30 | 4,509,922,033,272,157 | fraud_Gislason Group | travel | 49.62 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 90773805d8e1fa90c1045cd2e1686281 | 1,371,249,630 | 43.835388 | -97.346328 | 0 |
1,278,461 | 2020-06-14 22:40:58 | 4,229,733,778,084,049 | fraud_Abshire PLC | entertainment | 43.8 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 266d92f7c5132adbeefd9a9b5eb11d44 | 1,371,249,658 | 36.711169 | -86.606633 | 0 |
1,278,462 | 2020-06-14 22:40:58 | 180,056,173,248,083 | fraud_Friesen Inc | shopping_pos | 8.76 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | 80662f505b78f7d495065fbff3f87b23 | 1,371,249,658 | 43.464251 | -84.818752 | 0 |
1,278,463 | 2020-06-14 22:42:57 | 374,821,819,075,109 | fraud_Jacobi Inc | health_fitness | 2.6 | Zachary | Boone | M | 3703 Benson Wells | Palmyra | NY | 14,522 | 43.0622 | -77.2218 | 9,565 | Exhibition designer | 1927-12-11 | 2285390a3eeaf60b21637344777782b2 | 1,371,249,777 | 42.501504 | -77.266501 | 0 |
1,278,464 | 2020-06-14 22:43:48 | 372,509,258,176,510 | fraud_Hills-Witting | shopping_net | 307.25 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | dfa2960ab4059d4799639e862b25dd71 | 1,371,249,828 | 42.147272 | -82.768299 | 0 |
1,278,465 | 2020-06-14 22:43:51 | 4,584,931,703,207,308,300 | fraud_Abbott-Rogahn | entertainment | 24.52 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | f1ef5c354f8ebf019c1f6b563b1532ca | 1,371,249,831 | 33.131642 | -97.54816 | 0 |
1,278,466 | 2020-06-14 22:44:06 | 213,141,712,584,544 | fraud_Cormier LLC | shopping_net | 5.48 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 9c23591d3dab7aa3f7f4cf4bc8db4945 | 1,371,249,846 | 31.453563 | -89.343719 | 0 |
1,278,467 | 2020-06-14 22:44:26 | 3,513,506,355,699,497 | fraud_Hackett Group | travel | 4.74 | Sarah | Adams | F | 5654 Peterson Land | Ridgeland | MS | 39,157 | 32.4122 | -90.1207 | 24,645 | Scientist, clinical (histocompatibility and immunogenetics) | 1966-05-29 | a9b35cca504048d5ecd349878ac5c674 | 1,371,249,866 | 33.38018 | -89.217937 | 0 |
1,278,468 | 2020-06-14 22:44:35 | 4,988,304,376,504 | fraud_Greenholt Ltd | health_fitness | 29.45 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | 248a1bc9fd253af6830624a65f324069 | 1,371,249,875 | 41.563379 | -73.323536 | 0 |
1,278,469 | 2020-06-14 22:44:54 | 213,178,765,398,315 | fraud_Larson-Moen | entertainment | 92.08 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 864935e61074f6ffb81179e3224ca572 | 1,371,249,894 | 42.532361 | -109.00613 | 0 |
1,278,470 | 2020-06-14 22:45:06 | 4,512,828,414,983,802,000 | fraud_Jast-McDermott | shopping_pos | 3.8 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | d1da5c1e2d6b06b40f013d5c5b1033fd | 1,371,249,906 | 39.159795 | -80.352108 | 0 |
1,278,471 | 2020-06-14 22:45:12 | 3,521,417,320,836,166 | fraud_Terry-Huel | shopping_net | 384.59 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | abf25d0773f65d909fe26312162db334 | 1,371,249,912 | 39.017729 | -86.064731 | 0 |
1,278,472 | 2020-06-14 22:45:15 | 3,533,012,926,413,100 | fraud_Jast Ltd | shopping_net | 4.26 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 5bb60ed0077c9cb7d7c06dad64f80e79 | 1,371,249,915 | 43.447221 | -76.134111 | 0 |
1,278,473 | 2020-06-14 22:45:25 | 4,378,993,458,389,626 | fraud_Cormier, Stracke and Thiel | entertainment | 114.18 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 5b93d92f475ff4a496e26a205e103949 | 1,371,249,925 | 44.381123 | -71.229572 | 0 |
1,278,474 | 2020-06-14 22:46:47 | 38,052,002,992,326 | fraud_Schoen Ltd | kids_pets | 35.76 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 972ca0e6c4b035dcf2037ccb1311ea33 | 1,371,250,007 | 31.258348 | -94.051396 | 0 |
1,278,475 | 2020-06-14 22:47:01 | 4,861,310,130,652,567,000 | fraud_Auer-West | shopping_net | 154.78 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | 7288dc04060947af23d7ad90862a4cc1 | 1,371,250,021 | 29.37868 | -91.833423 | 0 |
1,278,476 | 2020-06-14 22:47:03 | 4,800,395,067,176,717 | fraud_McDermott, Osinski and Morar | home | 27.06 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 14f9120508bb8ee04ac757da587f2371 | 1,371,250,023 | 42.691535 | -97.94095 | 0 |
1,278,477 | 2020-06-14 22:47:07 | 3,596,217,206,093,829 | fraud_Streich Ltd | home | 58.84 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | ad414a358092fff85b2325a8e1dfe091 | 1,371,250,027 | 41.375749 | -91.594796 | 0 |
1,278,478 | 2020-06-14 22:47:39 | 4,364,010,865,167,176 | fraud_Swift PLC | kids_pets | 13.92 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | eec9058f2acbaf9e89f782e67b46e99a | 1,371,250,059 | 39.709697 | -120.355055 | 0 |
1,278,479 | 2020-06-14 22:47:45 | 2,264,937,662,466,770 | fraud_Shields-Wunsch | health_fitness | 69.4 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 487c8eb537ae1131f4f16b24afff75e8 | 1,371,250,065 | 29.554239 | -99.191578 | 0 |
1,278,480 | 2020-06-14 22:48:01 | 4,562,827,002,127 | fraud_Howe Ltd | misc_pos | 150.29 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | 2ffca70c3f120446781ec7c9b04a83cd | 1,371,250,081 | 40.101886 | -84.468065 | 0 |
1,278,481 | 2020-06-14 22:48:08 | 2,576,709,887,791,552 | fraud_Bednar PLC | kids_pets | 58.36 | Joseph | Morgan | M | 126 Underwood Drive | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Chartered public finance accountant | 1959-08-05 | 7cf2e8b07139b9d0ddce8f60d3150963 | 1,371,250,088 | 33.564111 | -117.903056 | 0 |
1,278,482 | 2020-06-14 22:48:23 | 3,553,629,419,254,918 | fraud_Balistreri-Nader | misc_pos | 1.55 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 730a36a1195a7be311973c8a543ac12e | 1,371,250,103 | 48.625035 | -121.659105 | 0 |
1,278,483 | 2020-06-14 22:48:39 | 4,446,368,897,795,790 | fraud_Nienow PLC | entertainment | 78.17 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 465d60b72d626516df09179d070ddcfc | 1,371,250,119 | 37.157978 | -76.309193 | 0 |
1,278,484 | 2020-06-14 22:48:41 | 4,783,226,709,001 | fraud_Schroeder Group | health_fitness | 59.72 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | a1cb423272a023413b7585fa663dda40 | 1,371,250,121 | 38.782233 | -99.28458 | 0 |
1,278,485 | 2020-06-14 22:48:41 | 4,651,007,077,623,147 | fraud_Schumm, McLaughlin and Carter | food_dining | 27.96 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | 109e76f8171114958f8546c5575753ae | 1,371,250,121 | 47.569321 | -122.696526 | 0 |
1,278,486 | 2020-06-14 22:48:45 | 4,462,038,234,743,679,500 | fraud_Hilpert-Conroy | kids_pets | 107.04 | Kimberly | Bush | F | 6027 Scott Meadows Suite 494 | Dell City | TX | 79,837 | 31.924 | -105.2099 | 579 | Hydrogeologist | 1945-11-26 | c328f0ab6232a839fd1de5e75937f54c | 1,371,250,125 | 32.763093 | -106.055754 | 0 |
1,278,487 | 2020-06-14 22:48:46 | 3,556,613,125,071,656 | fraud_Kutch, Steuber and Gerhold | food_dining | 29.19 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | f977642f82cbeed883956bc6d299063d | 1,371,250,126 | 28.79987 | -95.785527 | 0 |
1,278,488 | 2020-06-14 22:48:53 | 4,179,719,215,697,782 | fraud_Howe PLC | entertainment | 533.58 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | f1740be86a292e6a840a0c3ef425e55f | 1,371,250,133 | 42.351887 | -93.791527 | 1 |
1,278,489 | 2020-06-14 22:49:37 | 503,886,119,844 | fraud_Ankunding LLC | shopping_net | 900.76 | Cameron | Johns | M | 9383 Garrison Inlet Apt. 548 | Freeport | ME | 4,032 | 43.857 | -70.1031 | 7,879 | Nurse, children's | 1949-12-22 | 623955a0780f88f67be8a4f37c5bd7bf | 1,371,250,177 | 44.011952 | -70.514937 | 1 |
1,278,490 | 2020-06-14 22:49:48 | 3,558,881,852,140,592 | fraud_O'Reilly, Mohr and Purdy | home | 57.77 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | 6844e9f62f45826aeadf4d8dc6906353 | 1,371,250,188 | 34.597989 | -112.555859 | 0 |
1,278,491 | 2020-06-14 22:50:14 | 344,342,339,068,828 | fraud_Mueller, Gerhold and Mueller | health_fitness | 13.47 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | 4a214b05e6688af7e542f42e903bb14e | 1,371,250,214 | 30.868122 | -81.801862 | 0 |
1,278,492 | 2020-06-14 22:50:33 | 630,423,337,322 | fraud_Schmidt-Larkin | home | 30.7 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 37b3d0b4b09eb8a864e11702c479505d | 1,371,250,233 | 49.547225 | -118.267217 | 0 |
1,278,493 | 2020-06-14 22:50:34 | 4,179,719,215,697,782 | fraud_Baumbach Ltd | personal_care | 21.02 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | 52a1bbadcfc5855efd56a45e83419248 | 1,371,250,234 | 43.998546 | -92.248175 | 1 |
1,278,494 | 2020-06-14 22:50:49 | 3,589,255,887,819,806 | fraud_Kilback and Sons | entertainment | 138.63 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | e99fa3de3fa31e3598df4972bc4a0bb6 | 1,371,250,249 | 40.249234 | -77.98134 | 0 |
1,278,495 | 2020-06-14 22:51:25 | 4,958,589,671,582,727,000 | fraud_Gleason and Sons | kids_pets | 92.41 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | ceec3dbbbf1c0247c2a74f1406029b35 | 1,371,250,285 | 38.690348 | -77.380239 | 0 |
1,278,496 | 2020-06-14 22:51:36 | 676,102,124,465 | fraud_Douglas-White | entertainment | 109.13 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 1da1d4f65c5be3f1c225a85504a7f2c3 | 1,371,250,296 | 39.207745 | -121.403582 | 0 |
1,278,497 | 2020-06-14 22:51:49 | 4,225,990,116,481,262,600 | fraud_Schoen, Nienow and Bauch | personal_care | 23.91 | Brian | Simpson | M | 2711 Duran Pines | Honokaa | HI | 96,727 | 20.0827 | -155.488 | 4,878 | Physiotherapist | 1966-12-03 | a1951dd9649337a3677f78bc06f127c5 | 1,371,250,309 | 19.914897 | -156.460569 | 0 |
1,278,498 | 2020-06-14 22:52:00 | 343,746,486,082,492 | fraud_Friesen-Ortiz | personal_care | 3.76 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | cc3a50da03a390b377f4e80af728f984 | 1,371,250,320 | 45.091283 | -85.406832 | 0 |
1,278,499 | 2020-06-14 22:52:06 | 4,769,426,683,924,059,000 | fraud_Streich Ltd | home | 18.82 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | 1edef49d2c3a5f055d2d7dd4379ce1ff | 1,371,250,326 | 41.034614 | -78.026401 | 0 |
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