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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,294,800 | 2020-06-20 20:03:33 | 4,560,395,181,594,436,000 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 6.01 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 386bd1eb225066dc810cc8a8cc8730cb | 1,371,758,613 | 38.801348 | -123.894923 | 0 |
1,294,801 | 2020-06-20 20:04:56 | 3,589,255,887,819,806 | fraud_Hyatt, Russel and Gleichner | health_fitness | 70.35 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | b55f0617213bd33721207e97d8dbf841 | 1,371,758,696 | 39.982043 | -78.977358 | 0 |
1,294,802 | 2020-06-20 20:05:04 | 4,777,065,439,639,721 | fraud_Satterfield-Lowe | travel | 578.42 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 885c42daa487614cd42df6aad0524fd4 | 1,371,758,704 | 40.342845 | -75.496429 | 0 |
1,294,803 | 2020-06-20 20:05:17 | 639,095,706,599 | fraud_Lakin, Ferry and Beatty | food_dining | 21.02 | Kyle | Wilkinson | M | 93970 Trujillo Causeway | Curlew | IA | 50,527 | 42.9633 | -94.7975 | 223 | Estate manager/land agent | 1939-04-14 | 5290033b9ab8bf659633a567fea21de2 | 1,371,758,717 | 42.155199 | -95.450553 | 0 |
1,294,804 | 2020-06-20 20:06:54 | 4,715,741,951,931,169,000 | fraud_Lang, Towne and Schuppe | kids_pets | 2.42 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | d0fa1d3c8d224db596ca69eb096fcd6f | 1,371,758,814 | 36.673985 | -97.283417 | 0 |
1,294,805 | 2020-06-20 20:07:14 | 6,596,735,789,587,928 | fraud_Wilkinson PLC | kids_pets | 57.14 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | 233f573fcdae1f4faaf09af4ca2cd3f9 | 1,371,758,834 | 44.77902 | -94.607802 | 0 |
1,294,806 | 2020-06-20 20:07:40 | 4,651,007,077,623,147 | fraud_Schroeder, Wolff and Hermiston | travel | 6.54 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | 96806f78fa73d3deaca527d3c842868d | 1,371,758,860 | 47.615684 | -121.709391 | 0 |
1,294,807 | 2020-06-20 20:07:42 | 4,457,732,997,086,323,700 | fraud_Bechtelar-Rippin | food_dining | 61.98 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 578ba32dadc94472b9a2e4c3f0634484 | 1,371,758,862 | 39.233344 | -120.460919 | 0 |
1,294,808 | 2020-06-20 20:08:17 | 372,509,258,176,510 | fraud_Mayert Group | shopping_pos | 8.85 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | ebbf8cdaa161bb286be1c4502f7a3e81 | 1,371,758,897 | 43.435799 | -82.843613 | 0 |
1,294,809 | 2020-06-20 20:08:40 | 4,173,950,183,554,608 | fraud_Schmeler Inc | misc_pos | 5.29 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 65c25cd133abe8a754c1c123e042b04f | 1,371,758,920 | 40.132084 | -73.9033 | 0 |
1,294,810 | 2020-06-20 20:09:34 | 4,518,350,514,020,532 | fraud_Auer-West | shopping_net | 1.45 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | a5fd21d1ac30b4f686399c106b533b37 | 1,371,758,974 | 27.048821 | -81.116977 | 0 |
1,294,811 | 2020-06-20 20:09:47 | 4,725,837,176,265,196,000 | fraud_Conroy Ltd | shopping_pos | 1.72 | Elizabeth | Mckee | F | 358 Pruitt Square | Jay | FL | 32,565 | 30.8985 | -87.1332 | 5,719 | Higher education careers adviser | 1994-11-05 | 52d0aa893fad36e5e62530164e822311 | 1,371,758,987 | 30.877912 | -86.92665 | 0 |
1,294,812 | 2020-06-20 20:10:18 | 377,895,991,033,232 | fraud_Beier and Sons | home | 75.18 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 8e8a350a2b8b315095be3a0db563ec3f | 1,371,759,018 | 41.807648 | -71.957011 | 0 |
1,294,813 | 2020-06-20 20:10:49 | 4,826,655,832,045,236 | fraud_Medhurst Inc | home | 68.51 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | c011af61b6822cb9a82d977342bdc4de | 1,371,759,049 | 41.534894 | -69.828335 | 0 |
1,294,814 | 2020-06-20 20:11:05 | 213,193,596,103,206 | fraud_Beier and Sons | home | 90.53 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 4f0fcbe9b39e6e868bace5b3394746b2 | 1,371,759,065 | 45.234884 | -84.773393 | 0 |
1,294,815 | 2020-06-20 20:11:23 | 370,877,495,212,014 | fraud_Willms, Kris and Bergnaum | shopping_pos | 7.97 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | efb5c3d0b681de295100228377d97ea3 | 1,371,759,083 | 36.700052 | -81.519536 | 0 |
1,294,816 | 2020-06-20 20:11:30 | 3,598,304,579,370,089 | fraud_Ernser-Feest | home | 31.44 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 86607d39a40ca65d880b82cca7bfd66d | 1,371,759,090 | 38.632317 | -97.080449 | 0 |
1,294,817 | 2020-06-20 20:11:45 | 4,158,945,090,781,624 | fraud_Smith-Stokes | misc_pos | 240.82 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 831365e2755f1b44cded1a3064848d98 | 1,371,759,105 | 39.685354 | -79.847615 | 0 |
1,294,818 | 2020-06-20 20:13:25 | 577,588,686,219 | fraud_Gleason and Sons | kids_pets | 145.64 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 5f6fa9e58b718ff2a9f8025d6b7498e1 | 1,371,759,205 | 39.727748 | -78.575147 | 0 |
1,294,819 | 2020-06-20 20:13:32 | 2,288,813,824,604,479 | fraud_Bins, Balistreri and Beatty | shopping_pos | 3.97 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 8ae88a41ada0b2e9fb8a8bf189f2fbdb | 1,371,759,212 | 41.771235 | -73.592335 | 0 |
1,294,820 | 2020-06-20 20:14:21 | 4,736,845,434,667,908,000 | fraud_Eichmann, Hayes and Treutel | travel | 1.09 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | ead089f8c2cce0175be4c175a81b9541 | 1,371,759,261 | 44.532731 | -73.866914 | 0 |
1,294,821 | 2020-06-20 20:15:29 | 6,011,477,612,335,392 | fraud_Ernser-Lynch | food_dining | 22.06 | Anthony | Roberts | M | 95488 Cabrera Well | Maria Stein | OH | 45,860 | 40.4062 | -84.5076 | 2,274 | Designer, television/film set | 1943-12-17 | 1f5127f5a32d9d3ae85456f142cba445 | 1,371,759,329 | 40.797821 | -85.214226 | 0 |
1,294,822 | 2020-06-20 20:15:46 | 2,264,937,662,466,770 | fraud_Gibson-Deckow | entertainment | 68.94 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 2967150ad44d240844ccf813017531cb | 1,371,759,346 | 28.366903 | -98.909812 | 0 |
1,294,823 | 2020-06-20 20:15:50 | 567,868,110,212 | fraud_Dare, Fritsch and Zboncak | health_fitness | 35.65 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 639acb336a3d2f550d82ac46175d240f | 1,371,759,350 | 30.38062 | -95.314855 | 0 |
1,294,824 | 2020-06-20 20:16:07 | 377,654,590,313,960 | fraud_Medhurst Inc | home | 34.37 | 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 | 96ac55c800d36f013611dd2419ac05e7 | 1,371,759,367 | 36.949504 | -83.711449 | 0 |
1,294,825 | 2020-06-20 20:16:21 | 4,198,470,814,557 | fraud_Cartwright PLC | kids_pets | 8.45 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 4c69abe1a13c80a59d8090604d5b6fb8 | 1,371,759,381 | 40.866539 | -95.052977 | 0 |
1,294,826 | 2020-06-20 20:16:28 | 4,178,097,073,221,156 | fraud_Cartwright PLC | kids_pets | 24.48 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | 9621152e3d1a46681810b79addc767a1 | 1,371,759,388 | 42.760829 | -86.006346 | 0 |
1,294,827 | 2020-06-20 20:16:46 | 4,560,004,149,983,868,400 | fraud_Goyette, Howell and Collier | shopping_pos | 4.1 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 1159fe98a764d01e07871ec390acda00 | 1,371,759,406 | 38.810106 | -105.454606 | 0 |
1,294,828 | 2020-06-20 20:16:52 | 4,681,601,008,538,160 | fraud_Schoen, Nienow and Bauch | personal_care | 10.93 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 0e51e74a5aa9c73822ef7530b9472869 | 1,371,759,412 | 40.506307 | -81.212273 | 0 |
1,294,829 | 2020-06-20 20:18:04 | 60,416,207,185 | fraud_Towne, Greenholt and Koepp | shopping_net | 9.42 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | 3245a6a6444abc2ac0ffad001bf5f1a6 | 1,371,759,484 | 43.070351 | -108.720024 | 0 |
1,294,830 | 2020-06-20 20:19:04 | 4,228,411,452,607,671 | fraud_Renner Ltd | home | 10.75 | Aaron | Stewart | M | 400 Zuniga Pine | Winthrop | ME | 4,364 | 44.3229 | -69.9576 | 6,025 | Advertising account planner | 1995-04-22 | 06f96f8d8cdf696dd5f8c17214920c9f | 1,371,759,544 | 44.460578 | -70.345958 | 0 |
1,294,831 | 2020-06-20 20:19:07 | 213,114,122,496,591 | fraud_Dare-Marvin | entertainment | 106.65 | Jeremy | Perry | M | 797 Jennifer Loop Suite 634 | Minnesota Lake | MN | 56,068 | 43.8295 | -93.8282 | 1,087 | Music tutor | 1963-07-14 | b7cbb23cbb0656dcbadd0f9c53481abb | 1,371,759,547 | 43.183919 | -93.461951 | 0 |
1,294,832 | 2020-06-20 20:19:21 | 4,761,403,817,546,679,000 | fraud_Nicolas, Hills and McGlynn | entertainment | 151.45 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 78ecd306ccfa20748152d77111fb4dd9 | 1,371,759,561 | 36.451831 | -91.96937 | 0 |
1,294,833 | 2020-06-20 20:19:32 | 213,195,754,007,681 | fraud_Sporer-Keebler | personal_care | 21.89 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 64a2a4773168a24d9332715a9b3ba407 | 1,371,759,572 | 41.174148 | -91.285109 | 0 |
1,294,834 | 2020-06-20 20:19:39 | 4,836,998,673,805,450 | fraud_Windler, Goodwin and Kovacek | home | 133.19 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | ecd9bf0c7d525381dbcfdf00d776daa8 | 1,371,759,579 | 46.667422 | -86.854867 | 0 |
1,294,835 | 2020-06-20 20:22:21 | 6,538,441,737,335,434 | fraud_Hamill-D'Amore | health_fitness | 17.21 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | b92f5faf2d47c341547e7ff7a223db5c | 1,371,759,741 | 42.312665 | -79.511292 | 0 |
1,294,836 | 2020-06-20 20:22:27 | 3,513,285,035,244,624 | fraud_Pollich LLC | home | 88.22 | Ariana | Campbell | F | 50932 Neal Valley | Daniels | WV | 25,832 | 37.7256 | -81.1087 | 3,994 | Biochemist, clinical | 1936-11-05 | 7c10b55fd1c3020c583dd19f952e489a | 1,371,759,747 | 37.3202 | -81.847932 | 0 |
1,294,837 | 2020-06-20 20:22:32 | 3,513,618,443,244,549 | fraud_Rolfson-Kunde | personal_care | 26.32 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | ca143624ad0b2879dda7854c8fde565b | 1,371,759,752 | 43.343869 | -97.548519 | 0 |
1,294,838 | 2020-06-20 20:22:38 | 5,154,903,938,030,655 | fraud_O'Connell-Ullrich | home | 11.08 | Felicia | Combs | F | 825 Martinez Springs Apt. 625 | White Sulphur Springs | WV | 24,986 | 37.7827 | -80.3129 | 5,216 | Community development worker | 1993-10-05 | e042a6742b89581c4709ab6538d2241e | 1,371,759,758 | 38.122838 | -80.20804 | 0 |
1,294,839 | 2020-06-20 20:23:21 | 503,874,407,318 | fraud_Stoltenberg-Beatty | shopping_pos | 8.2 | 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 | 625bfade56d9bcdc53da39a8a2abca60 | 1,371,759,801 | 28.885021 | -98.532353 | 0 |
1,294,840 | 2020-06-20 20:23:26 | 3,523,898,249,167,098 | fraud_Cremin, Hamill and Reichel | misc_pos | 7.82 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 1750a45ea935c6f269d3fdaa54d5faab | 1,371,759,806 | 41.238827 | -73.769485 | 0 |
1,294,841 | 2020-06-20 20:23:32 | 2,288,813,824,604,479 | fraud_Medhurst, Labadie and Gottlieb | travel | 7.45 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 9f592eab7dfcc322fbead4915c29b314 | 1,371,759,812 | 40.444725 | -74.859102 | 0 |
1,294,842 | 2020-06-20 20:23:50 | 30,026,790,933,302 | fraud_Jerde-Hermann | travel | 460.28 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | d8a89a28464b8ce17f087bbbf659d4ec | 1,371,759,830 | 33.365744 | -91.455356 | 0 |
1,294,843 | 2020-06-20 20:24:04 | 3,523,898,249,167,098 | fraud_Welch, Rath and Koepp | entertainment | 8.88 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 190219222477f20c8b869bcd80976521 | 1,371,759,844 | 40.947688 | -74.129825 | 0 |
1,294,844 | 2020-06-20 20:24:16 | 3,511,378,610,369,890 | fraud_Auer-West | shopping_net | 5.55 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 0ff94330324842ad8a41a2d6b4926ee5 | 1,371,759,856 | 35.111907 | -86.680383 | 0 |
1,294,845 | 2020-06-20 20:24:29 | 4,464,457,352,619 | fraud_Brown-Greenholt | entertainment | 48.54 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | a6f0b1df00a08379ad622fed7c36e341 | 1,371,759,869 | 29.341011 | -84.113187 | 0 |
1,294,846 | 2020-06-20 20:24:55 | 30,197,398,657,930 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 209.15 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 0ff88c637fff7f7fa45c4143789184b7 | 1,371,759,895 | 36.078748 | -79.007426 | 0 |
1,294,847 | 2020-06-20 20:24:56 | 4,640,395,708,703 | fraud_Johns-Hoeger | entertainment | 48.12 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 828ca00087d77e6f1dc29ba21f856b20 | 1,371,759,896 | 31.119565 | -91.567236 | 0 |
1,294,848 | 2020-06-20 20:25:36 | 4,170,689,372,027,579 | fraud_Erdman-Schaden | personal_care | 12.07 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | aa9abff2054126d1b4b743d69988a1cf | 1,371,759,936 | 35.251106 | -97.404656 | 0 |
1,294,849 | 2020-06-20 20:25:49 | 213,157,767,990,030 | fraud_Berge-Ullrich | home | 30.98 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 0707706b01dc043f72fcfd9907360251 | 1,371,759,949 | 41.278179 | -109.42587 | 0 |
1,294,850 | 2020-06-20 20:25:55 | 2,720,433,095,629,877 | fraud_Bogisich Inc | grocery_pos | 76.99 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 2a04dc91533cfc3609d43e826a582689 | 1,371,759,955 | 43.575821 | -69.745366 | 0 |
1,294,851 | 2020-06-20 20:26:03 | 3,562,679,455,732,797 | fraud_Lubowitz, Terry and Stracke | personal_care | 37.65 | Amanda | Jones | F | 7320 Jennifer Forges | Queenstown | MD | 21,658 | 39.0026 | -76.1424 | 3,862 | Maintenance engineer | 1962-12-06 | 3a149cdf4382454e4ca51490079b1953 | 1,371,759,963 | 39.940456 | -76.920161 | 0 |
1,294,852 | 2020-06-20 20:26:28 | 3,590,736,522,064,285 | fraud_Jast Ltd | shopping_net | 500.75 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 278e1e142921d7d75db02eb37569f700 | 1,371,759,988 | 33.83684 | -93.2324 | 0 |
1,294,853 | 2020-06-20 20:27:24 | 4,642,894,980,163 | fraud_Goyette, Howell and Collier | shopping_pos | 5.45 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | c88c7f8286277ece309b8a2ece8c6c4c | 1,371,760,044 | 40.68002 | -95.599425 | 0 |
1,294,854 | 2020-06-20 20:27:52 | 4,890,424,426,862,857,000 | fraud_Kutch-Wilderman | home | 86.93 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 1a7931cc2f6bd4f330bb2c79c257e4d1 | 1,371,760,072 | 38.037956 | -122.181238 | 0 |
1,294,855 | 2020-06-20 20:27:55 | 213,141,712,584,544 | fraud_Schmidt and Sons | shopping_net | 296.15 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | ee4eeace42d70123358df07ad9d58b3c | 1,371,760,075 | 32.582616 | -90.23208 | 0 |
1,294,856 | 2020-06-20 20:28:25 | 6,011,693,194,885,790 | fraud_Conroy Ltd | shopping_pos | 5.89 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | e721da442b72ab266e3004cf9af27bd5 | 1,371,760,105 | 45.308358 | -93.421786 | 0 |
1,294,857 | 2020-06-20 20:28:32 | 2,720,830,304,681,674 | fraud_Gutmann, McLaughlin and Wiza | home | 43.87 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 04eda11cad840e57d6de4c6838d5cc86 | 1,371,760,112 | 36.020765 | -86.736965 | 0 |
1,294,858 | 2020-06-20 20:28:42 | 2,242,542,703,101,233 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 154.23 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | f6342fd6e1bdd5a893e11f4d823ce37c | 1,371,760,122 | 39.424482 | -85.9646 | 0 |
1,294,859 | 2020-06-20 20:29:24 | 372,382,441,451,095 | fraud_Leffler-Goldner | personal_care | 35.78 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 9f746dd2793e633608c48bb2c5b68077 | 1,371,760,164 | 42.667292 | -74.713616 | 0 |
1,294,860 | 2020-06-20 20:29:33 | 4,198,470,814,557 | fraud_Bahringer, Bergnaum and Quitzon | home | 6.21 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 0c236f574fc43f4c8a1d5e3b8e7134c6 | 1,371,760,173 | 41.898921 | -95.030856 | 0 |
1,294,861 | 2020-06-20 20:29:51 | 6,011,438,889,172,900 | fraud_Pouros, Walker and Spencer | kids_pets | 39.96 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 80209d7e5e777eb68bcea2b56572fca3 | 1,371,760,191 | 33.718029 | -91.039636 | 0 |
1,294,862 | 2020-06-20 20:30:13 | 675,990,301,623 | fraud_Schroeder, Hauck and Treutel | entertainment | 8 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 31fdaa2f3166c5104d436c014daa43dc | 1,371,760,213 | 40.63233 | -74.830513 | 0 |
1,294,863 | 2020-06-20 20:33:05 | 4,005,676,619,255,478 | fraud_Pacocha-Bauch | shopping_pos | 2.45 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | d50db82079ae5f2222af3f11c8e72a91 | 1,371,760,385 | 29.70144 | -91.383033 | 0 |
1,294,864 | 2020-06-20 20:35:10 | 4,099,707,841,315,751 | fraud_Renner Ltd | home | 2.5 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 51aff308dcb1558b2182b11517a12f7f | 1,371,760,510 | 38.502646 | -79.29477 | 0 |
1,294,865 | 2020-06-20 20:35:46 | 6,011,893,664,860,915 | fraud_Baumbach, Feeney and Morar | shopping_net | 103.72 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 0c84af5f654b1f34f10008bc32a48c66 | 1,371,760,546 | 40.262332 | -104.988466 | 0 |
1,294,866 | 2020-06-20 20:35:53 | 30,518,206,766,474 | fraud_Kris-Padberg | shopping_pos | 3.58 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 668f86525a01c4fac1961e39005da29b | 1,371,760,553 | 37.596863 | -89.284191 | 0 |
1,294,867 | 2020-06-20 20:36:27 | 3,502,088,871,723,054 | fraud_Cole, Hills and Jewess | home | 41.14 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | a65e45f1d6888c999e68f3adc0a5566a | 1,371,760,587 | 39.418539 | -77.225571 | 0 |
1,294,868 | 2020-06-20 20:37:00 | 4,826,655,832,045,236 | fraud_Gerhold LLC | home | 13.21 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | ea4c511229b3b0fedb4390f696466a94 | 1,371,760,620 | 41.636835 | -70.01109 | 0 |
1,294,869 | 2020-06-20 20:37:10 | 4,810,789,809,665,943,000 | fraud_Howe PLC | entertainment | 157.91 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 989e676e9c0bc851c77e33121c8884d7 | 1,371,760,630 | 38.733506 | -82.957191 | 0 |
1,294,870 | 2020-06-20 20:37:35 | 4,067,137,330,196,900 | fraud_Wuckert-Goldner | home | 83.35 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 7d84bbadfd4c0d5c16276bdb8b2b879e | 1,371,760,655 | 33.200463 | -87.632806 | 0 |
1,294,871 | 2020-06-20 20:38:01 | 4,587,657,402,165,341,700 | fraud_Bruen-Yost | misc_pos | 110.45 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 242fc2a417fbd73e9dd17b3678453678 | 1,371,760,681 | 41.579866 | -87.03785 | 0 |
1,294,872 | 2020-06-20 20:38:15 | 344,342,339,068,828 | fraud_Schiller Ltd | personal_care | 27.71 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | b0c7ebe40792790672e97afc0e40a0cb | 1,371,760,695 | 31.014171 | -80.647896 | 0 |
1,294,873 | 2020-06-20 20:38:24 | 6,011,893,664,860,915 | fraud_Kihn, Brakus and Goyette | personal_care | 31.25 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | f5f9f8f1179a2645d737dfd8d25dbf49 | 1,371,760,704 | 39.393305 | -105.005257 | 0 |
1,294,874 | 2020-06-20 20:38:44 | 30,434,173,205,605 | fraud_Will Ltd | food_dining | 53.51 | Kylie | Kirby | F | 79816 Jackson Squares | Shedd | OR | 97,377 | 44.453 | -123.1065 | 917 | Radio broadcast assistant | 1995-07-08 | 0ee04dbe06aca362ad8ea1cdd861932e | 1,371,760,724 | 43.722697 | -123.171406 | 0 |
1,294,875 | 2020-06-20 20:39:44 | 4,727,244,663,135,968 | fraud_Hills-Boyer | personal_care | 26.18 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 6eb5e79f2667cac635ac18b94ec54034 | 1,371,760,784 | 31.308201 | -87.458011 | 0 |
1,294,876 | 2020-06-20 20:39:57 | 4,259,996,134,423 | fraud_Kilback Group | food_dining | 18.54 | Julie | Johnson | F | 9331 Robert Passage Suite 327 | Hudson | KS | 67,545 | 38.1485 | -98.6408 | 215 | Probation officer | 1968-11-22 | 61e0ba51edc395e0f34d485fd65abfed | 1,371,760,797 | 37.967898 | -99.42828 | 0 |
1,294,877 | 2020-06-20 20:40:08 | 38,199,021,865,320 | fraud_Ruecker-Mayert | kids_pets | 52 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 0643284b9cb0cbb76e4a3968f9596baf | 1,371,760,808 | 43.692498 | -71.747224 | 0 |
1,294,878 | 2020-06-20 20:40:19 | 6,011,348,830,550,197 | fraud_Lynch-Wisozk | home | 8.71 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | c1dc08f8acbaeca8ade4854387a2aaa6 | 1,371,760,819 | 33.422689 | -87.163094 | 0 |
1,294,879 | 2020-06-20 20:40:23 | 4,169,759,661,243,568 | fraud_Prosacco LLC | personal_care | 63.69 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 354d2488eea9968cc22e641678c06c36 | 1,371,760,823 | 39.299159 | -76.479604 | 0 |
1,294,880 | 2020-06-20 20:40:32 | 2,296,006,538,441,789 | fraud_Goldner-Lemke | entertainment | 20.63 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 73a050ae6ee8f969ac06798b23226b3a | 1,371,760,832 | 40.047175 | -73.01305 | 0 |
1,294,881 | 2020-06-20 20:40:56 | 30,501,624,614,310 | fraud_Hills-Boyer | personal_care | 27.12 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 05a71d5a9c7012e417cb06af93459bf2 | 1,371,760,856 | 33.103425 | -82.060084 | 0 |
1,294,882 | 2020-06-20 20:41:15 | 30,266,994,494,236 | fraud_Johns Inc | entertainment | 1.01 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | fae170a0b9f04c8e8b787d8ca129a414 | 1,371,760,875 | 36.68192 | -76.88161 | 0 |
1,294,883 | 2020-06-20 20:41:53 | 60,422,928,733 | fraud_Champlin, Rolfson and Connelly | travel | 4.35 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | 79efc0c0192eed7ba595d24f1eae0f24 | 1,371,760,913 | 33.476901 | -81.242123 | 0 |
1,294,884 | 2020-06-20 20:41:57 | 3,524,574,586,339,330 | fraud_Barrows PLC | shopping_pos | 7.05 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | b47d78b361da6fd50b98c9044c3f5a64 | 1,371,760,917 | 27.433222 | -80.0751 | 0 |
1,294,885 | 2020-06-20 20:42:29 | 374,497,717,543,058 | fraud_Kutch-Wilderman | home | 55.39 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | d0d3f7cf54bf4a8aaa4bf6afa8d329c1 | 1,371,760,949 | 47.549006 | -100.376037 | 0 |
1,294,886 | 2020-06-20 20:42:35 | 342,952,484,382,519 | fraud_Kihn, Abernathy and Douglas | shopping_net | 25.38 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 3a796f3782c414e6fd428b410a08a732 | 1,371,760,955 | 41.350785 | -72.713363 | 0 |
1,294,887 | 2020-06-20 20:42:44 | 3,523,898,249,167,098 | fraud_Hauck, Dietrich and Funk | kids_pets | 19.66 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 248e89268853804355e7bc7de99f39f3 | 1,371,760,964 | 40.358177 | -73.735463 | 0 |
1,294,888 | 2020-06-20 20:43:42 | 573,283,817,795 | fraud_Bins-Howell | personal_care | 50.46 | Amy | Flynn | F | 46095 Tara Fords | Jaffrey | NH | 3,452 | 42.8178 | -72.0275 | 5,457 | Surveyor, hydrographic | 1950-04-17 | 2a3eb2365235d081ecf7e7a53a8fb269 | 1,371,761,022 | 42.087484 | -72.792564 | 0 |
1,294,889 | 2020-06-20 20:43:57 | 3,520,550,088,202,337 | fraud_Goyette Inc | shopping_net | 424.41 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | 10736e5b2bfe55fdc6679c5eec5ac10f | 1,371,761,037 | 47.498929 | -90.198615 | 0 |
1,294,890 | 2020-06-20 20:44:45 | 30,407,675,418,785 | fraud_Gleason and Sons | kids_pets | 33.65 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 393547d729a4283f166908082a5bdf15 | 1,371,761,085 | 41.707235 | -77.132324 | 0 |
1,294,891 | 2020-06-20 20:45:44 | 581,686,439,828 | fraud_Ernser-Feest | home | 46.31 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | adaa0df634a731465d0d81ab78341639 | 1,371,761,144 | 40.561735 | -79.333473 | 0 |
1,294,892 | 2020-06-20 20:45:47 | 4,755,696,071,492 | fraud_Bahringer, Bergnaum and Quitzon | home | 6.36 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | b3d271b30d43e9468bc5ab71af94b823 | 1,371,761,147 | 32.400047 | -96.086635 | 0 |
1,294,893 | 2020-06-20 20:45:52 | 4,025,612,008,285,111 | fraud_Moore, Williamson and Emmerich | home | 77.61 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | 5c47681e83478ff4a3c969820b8fe89a | 1,371,761,152 | 40.426309 | -80.069441 | 0 |
1,294,894 | 2020-06-20 20:46:12 | 374,656,033,243,756 | fraud_Kozey-McDermott | travel | 8.95 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 2f9cd0eefffd97bb9dc215bb71edb0b5 | 1,371,761,172 | 39.240635 | -76.501386 | 0 |
1,294,895 | 2020-06-20 20:46:14 | 4,939,976,756,738,216 | fraud_Denesik, Powlowski and Pouros | home | 51.88 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | d375ba5b9290eaac319d17e792b44168 | 1,371,761,174 | 26.437786 | -98.854167 | 0 |
1,294,896 | 2020-06-20 20:47:18 | 373,905,417,449,658 | fraud_Altenwerth-Kilback | home | 34.1 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 5898dd4ba93d92962df86c981cc23b6e | 1,371,761,238 | 31.605931 | -98.19322 | 0 |
1,294,897 | 2020-06-20 20:47:19 | 30,030,380,240,193 | fraud_Graham, Hegmann and Hammes | food_dining | 54.57 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 55271edf6be236d728f101006c5b51e6 | 1,371,761,239 | 31.270156 | -99.184708 | 0 |
1,294,898 | 2020-06-20 20:47:38 | 30,560,609,640,617 | fraud_Hilpert-Conroy | kids_pets | 12.48 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | f39a43672e42ae54a5beeab0a7f55814 | 1,371,761,258 | 40.48019 | -91.771768 | 0 |
1,294,899 | 2020-06-20 20:48:09 | 4,957,924,165,498 | fraud_Bode-Schuster | kids_pets | 108.83 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 53f9f7203eedc0a8bbce931d484ddb7b | 1,371,761,289 | 40.577961 | -102.655423 | 0 |
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